Package evaluation to test SearchModels on Julia 1.14.0-DEV.1260 (89243d1cdf*) started at 2025-11-16T15:00:04.425 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.05s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [0e966ebe] + SearchModels v0.4.1 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 [d96e819e] + Parameters v0.12.3 [0e966ebe] + SearchModels v0.4.1 [a2af1166] + SortingAlgorithms v1.2.2 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [3a884ed6] + UnPack v1.0.2 [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 v1.12.0 [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 v1.11.0 [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 To see why use `status --outdated -m` Installation completed after 1.27s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... ┌ Error: Failed to use TestEnv.jl; test dependencies will not be precompiled │ exception = │ UndefVarError: `project_rel_path` not defined in `TestEnv` │ Suggestion: this global was defined as `Pkg.Operations.project_rel_path` but not assigned a value. │ Stacktrace: │ [1] get_test_dir(ctx::Pkg.Types.Context, pkgspec::PackageSpec) │ @ TestEnv ~/.julia/packages/TestEnv/i9lgt/src/julia-1.11/common.jl:75 │ [2] test_dir_has_project_file │ @ ~/.julia/packages/TestEnv/i9lgt/src/julia-1.11/common.jl:52 [inlined] │ [3] maybe_gen_project_override! │ @ ~/.julia/packages/TestEnv/i9lgt/src/julia-1.11/common.jl:83 [inlined] │ [4] activate(pkg::String; allow_reresolve::Bool) │ @ TestEnv ~/.julia/packages/TestEnv/i9lgt/src/julia-1.11/activate_set.jl:12 │ [5] activate(pkg::String) │ @ TestEnv ~/.julia/packages/TestEnv/i9lgt/src/julia-1.11/activate_set.jl:9 │ [6] top-level scope │ @ /PkgEval.jl/scripts/precompile.jl:24 │ [7] include(mod::Module, _path::String) │ @ Base ./Base.jl:309 │ [8] exec_options(opts::Base.JLOptions) │ @ Base ./client.jl:344 │ [9] _start() │ @ Base ./client.jl:577 └ @ Main /PkgEval.jl/scripts/precompile.jl:26 Precompiling package dependencies... Precompiling packages... 9145.7 ms ✓ StatsBase 5539.7 ms ✓ SearchModels 2 dependencies successfully precompiled in 15 seconds. 29 already precompiled. Precompilation completed after 30.67s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_lAgSE6/Project.toml` [d96e819e] Parameters v0.12.3 [0e966ebe] SearchModels v0.4.1 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_lAgSE6/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 [d96e819e] Parameters v0.12.3 [0e966ebe] SearchModels v0.4.1 [a2af1166] SortingAlgorithms v1.2.2 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [3a884ed6] UnPack v1.0.2 [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 v1.12.0 [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 v1.11.0 [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: 59, observed: 359, best-error: 14805.368146426874 worst-error: 843464.1778237447 SearchModels iteration 2> population: 16, bsize: 64, queue: 58, observed: 417, best-error: 1547.8658951552334 worst-error: 76154.25085921216 SearchModels iteration 3> population: 16, bsize: 64, queue: 60, observed: 477, best-error: 329.46808757806167 worst-error: 11939.742246841197 SearchModels iteration 4> population: 16, bsize: 64, queue: 57, observed: 534, best-error: 121.0317820643227 worst-error: 1564.964434016929 SearchModels iteration 5> population: 16, bsize: 64, queue: 60, observed: 594, best-error: 13.134038029865213 worst-error: 314.08458937278925 SearchModels iteration 6> population: 16, bsize: 64, queue: 55, observed: 649, best-error: 2.4912238872176973 worst-error: 51.60894674041206 SearchModels iteration 7> population: 16, bsize: 64, queue: 60, observed: 709, best-error: 2.4912238872176973 worst-error: 14.924747341457381 SearchModels iteration 8> population: 16, bsize: 64, queue: 60, observed: 769, best-error: 2.124556469624951 worst-error: 5.431253200955491 SearchModels iteration 9> population: 16, bsize: 64, queue: 60, observed: 829, best-error: 2.124556469624951 worst-error: 2.972845493952389 SearchModels iteration 10> population: 16, bsize: 64, queue: 59, observed: 888, best-error: 1.848719659805894 worst-error: 2.2872541993056505 SearchModels iteration 11> population: 16, bsize: 64, queue: 55, observed: 943, best-error: 1.846544555328789 worst-error: 2.0826514630491526 SearchModels iteration 12> population: 16, bsize: 64, queue: 57, observed: 1000, best-error: 1.846544555328789 worst-error: 1.962078709923166 SearchModels iteration 13> population: 16, bsize: 64, queue: 60, observed: 1060, best-error: 1.8386051204099474 worst-error: 1.8879145711404468 SearchModels iteration 14> population: 16, bsize: 64, queue: 61, observed: 1121, best-error: 1.7992965734001989 worst-error: 1.8619021487266332 SearchModels iteration 15> population: 16, bsize: 64, queue: 60, observed: 1181, best-error: 1.7992965734001989 worst-error: 1.846544555328789 SearchModels iteration 16> population: 16, bsize: 64, queue: 58, observed: 1239, best-error: 1.7667879990511777 worst-error: 1.831647724627173 SearchModels iteration 17> population: 16, bsize: 64, queue: 58, observed: 1297, best-error: 1.7253580349406534 worst-error: 1.8179718200993555 SearchModels iteration 18> population: 16, bsize: 64, queue: 58, observed: 1355, best-error: 1.7253580349406534 worst-error: 1.7979139928292738 SearchModels iteration 19> population: 16, bsize: 64, queue: 54, observed: 1409, best-error: 1.7253580349406534 worst-error: 1.775695718764687 SearchModels iteration 20> population: 16, bsize: 64, queue: 60, observed: 1469, best-error: 1.7253580349406534 worst-error: 1.7608096307364562 SearchModels iteration 21> population: 16, bsize: 64, queue: 56, observed: 1525, best-error: 1.6867692064798316 worst-error: 1.7443692508111281 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1583, best-error: 1.6841188220820138 worst-error: 1.7236174619246765 SearchModels iteration 23> population: 16, bsize: 64, queue: 57, observed: 1640, best-error: 1.6841188220820138 worst-error: 1.7119409745132759 SearchModels iteration 24> population: 16, bsize: 64, queue: 55, observed: 1695, best-error: 1.6373298151092945 worst-error: 1.6998237600165125 SearchModels iteration 25> population: 16, bsize: 64, queue: 56, observed: 1751, best-error: 1.6373298151092945 worst-error: 1.689401521063431 SearchModels iteration 26> population: 16, bsize: 64, queue: 59, observed: 1810, best-error: 1.6373298151092945 worst-error: 1.6747778179597976 SearchModels iteration 27> population: 16, bsize: 64, queue: 61, observed: 1871, best-error: 1.6265375994546494 worst-error: 1.6583643816097977 SearchModels iteration 28> population: 16, bsize: 64, queue: 56, observed: 1927, best-error: 1.6265375994546494 worst-error: 1.650940375837728 SearchModels iteration 29> population: 16, bsize: 64, queue: 62, observed: 1989, best-error: 1.6265375994546494 worst-error: 1.6420849095286363 SearchModels iteration 30> population: 16, bsize: 64, queue: 63, observed: 2052, best-error: 1.6034469177248232 worst-error: 1.635769215378244 SearchModels iteration 31> population: 16, bsize: 64, queue: 59, observed: 2111, best-error: 1.5769541693814744 worst-error: 1.6235514735136525 SearchModels iteration 32> population: 16, bsize: 64, queue: 60, observed: 2171, best-error: 1.5769541693814744 worst-error: 1.6154068742889305 SearchModels iteration 33> population: 16, bsize: 64, queue: 55, observed: 2226, best-error: 1.5769541693814744 worst-error: 1.6034117765254665 SearchModels iteration 34> population: 16, bsize: 64, queue: 55, observed: 2281, best-error: 1.5726886743437016 worst-error: 1.593124896261957 SearchModels iteration 35> population: 16, bsize: 64, queue: 60, observed: 2341, best-error: 1.5254064870554263 worst-error: 1.5822107374408878 SearchModels iteration 36> population: 16, bsize: 64, queue: 57, observed: 2398, best-error: 1.505154967097047 worst-error: 1.528694315711758 SearchModels iteration 37> population: 16, bsize: 64, queue: 60, observed: 2458, best-error: 1.492911342889836 worst-error: 1.5203396592718004 SearchModels iteration 38> population: 16, bsize: 64, queue: 61, observed: 2519, best-error: 1.4884466182708889 worst-error: 1.5104811809939684 SearchModels iteration 39> population: 16, bsize: 64, queue: 59, observed: 2578, best-error: 1.4884466182708889 worst-error: 1.5018360854476558 SearchModels iteration 40> population: 16, bsize: 64, queue: 58, observed: 2636, best-error: 1.4883805387497453 worst-error: 1.4938270481369318 SearchModels iteration 41> population: 16, bsize: 64, queue: 61, observed: 2697, best-error: 1.4882807066981134 worst-error: 1.4905667688509174 SearchModels iteration 42> population: 16, bsize: 64, queue: 60, observed: 2757, best-error: 1.4719341088730793 worst-error: 1.4890351286631358 SearchModels iteration 43> population: 16, bsize: 64, queue: 59, observed: 2816, best-error: 1.4719341088730793 worst-error: 1.4875139556860908 SearchModels iteration 44> population: 16, bsize: 64, queue: 59, observed: 2875, best-error: 1.4601387128704468 worst-error: 1.4798996684994201 SearchModels iteration 45> population: 16, bsize: 64, queue: 54, observed: 2929, best-error: 1.4601387128704468 worst-error: 1.4742105815253603 SearchModels iteration 46> population: 16, bsize: 64, queue: 57, observed: 2986, best-error: 1.4538111020147046 worst-error: 1.4682565113059403 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3044, best-error: 1.4527778862426557 worst-error: 1.464790955980035 SearchModels iteration 48> population: 16, bsize: 64, queue: 57, observed: 3101, best-error: 1.4527778862426557 worst-error: 1.459037138753331 SearchModels iteration 49> population: 16, bsize: 64, queue: 59, observed: 3160, best-error: 1.4527778862426557 worst-error: 1.4562625580718584 SearchModels iteration 50> population: 16, bsize: 64, queue: 55, observed: 3215, best-error: 1.4527778862426557 worst-error: 1.4548035322992108 SearchModels iteration 51> population: 16, bsize: 64, queue: 56, observed: 3271, best-error: 1.4460508834071601 worst-error: 1.4540148722128887 SearchModels iteration 52> population: 16, bsize: 64, queue: 54, observed: 3325, best-error: 1.4460508834071601 worst-error: 1.4534365614187332 SearchModels iteration 53> population: 16, bsize: 64, queue: 60, observed: 3385, best-error: 1.438194525918189 worst-error: 1.4512065200852702 SearchModels iteration 54> population: 16, bsize: 64, queue: 57, observed: 3442, best-error: 1.438194525918189 worst-error: 1.4495761995812382 SearchModels iteration 55> population: 16, bsize: 64, queue: 57, observed: 3499, best-error: 1.4351032489103783 worst-error: 1.4459333460752894 SearchModels iteration 56> population: 16, bsize: 64, queue: 58, observed: 3557, best-error: 1.4351032489103783 worst-error: 1.4418203008293318 SearchModels iteration 57> population: 16, bsize: 64, queue: 61, observed: 3618, best-error: 1.4258628381236567 worst-error: 1.4396628344341724 SearchModels iteration 58> population: 16, bsize: 64, queue: 55, observed: 3673, best-error: 1.4258628381236567 worst-error: 1.435334441344382 SearchModels iteration 59> population: 16, bsize: 64, queue: 57, observed: 3730, best-error: 1.4186057433410537 worst-error: 1.4315060282009715 SearchModels iteration 60> population: 16, bsize: 64, queue: 60, observed: 3790, best-error: 1.4186057433410537 worst-error: 1.4295072173039094 SearchModels iteration 61> population: 16, bsize: 64, queue: 60, observed: 3850, best-error: 1.417871012147846 worst-error: 1.4248296655664452 SearchModels iteration 62> population: 16, bsize: 64, queue: 61, observed: 3911, best-error: 1.4089144726308362 worst-error: 1.420969927124863 SearchModels iteration 63> population: 16, bsize: 64, queue: 59, observed: 3970, best-error: 1.4089144726308362 worst-error: 1.417166784597661 SearchModels iteration 64> population: 16, bsize: 64, queue: 57, observed: 4027, best-error: 1.4089144726308362 worst-error: 1.4144352384283922 SearchModels iteration 65> population: 16, bsize: 64, queue: 59, observed: 4086, best-error: 1.4089144726308362 worst-error: 1.412620003287251 SearchModels iteration 66> population: 16, bsize: 64, queue: 59, observed: 4145, best-error: 1.402127352072708 worst-error: 1.4112912760688936 SearchModels iteration 67> population: 16, bsize: 64, queue: 59, observed: 4204, best-error: 1.402127352072708 worst-error: 1.410308225140226 SearchModels iteration 68> population: 16, bsize: 64, queue: 58, observed: 4262, best-error: 1.4016039357433216 worst-error: 1.4076638092288742 SearchModels iteration 69> population: 16, bsize: 64, queue: 60, observed: 4322, best-error: 1.4016039357433216 worst-error: 1.405815763794128 SearchModels iteration 70> population: 16, bsize: 64, queue: 55, observed: 4377, best-error: 1.4013906586836649 worst-error: 1.4039594373090338 SearchModels iteration 71> population: 16, bsize: 64, queue: 60, observed: 4437, best-error: 1.4013906586836649 worst-error: 1.40274374887646 SearchModels iteration 72> population: 16, bsize: 64, queue: 58, observed: 4495, best-error: 1.3962520083900298 worst-error: 1.4021347633295624 SearchModels iteration 73> population: 16, bsize: 64, queue: 56, observed: 4551, best-error: 1.3962520083900298 worst-error: 1.4016576900506474 SearchModels iteration 74> population: 16, bsize: 64, queue: 58, observed: 4609, best-error: 1.3952700745288091 worst-error: 1.3997745311569647 SearchModels iteration 75> population: 16, bsize: 64, queue: 55, observed: 4664, best-error: 1.3952700745288091 worst-error: 1.398068883329834 SearchModels iteration 76> population: 16, bsize: 64, queue: 60, observed: 4724, best-error: 1.3919120321980871 worst-error: 1.396912498573901 SearchModels iteration 77> population: 16, bsize: 64, queue: 55, observed: 4779, best-error: 1.3919120321980871 worst-error: 1.395360162315503 SearchModels iteration 78> population: 16, bsize: 64, queue: 58, observed: 4837, best-error: 1.3919120321980871 worst-error: 1.394330127134043 SearchModels iteration 79> population: 16, bsize: 64, queue: 58, observed: 4895, best-error: 1.3893525928049073 worst-error: 1.3932268912458652 SearchModels iteration 80> population: 16, bsize: 64, queue: 60, observed: 4955, best-error: 1.3893525928049073 worst-error: 1.3925509597177572 SearchModels iteration 81> population: 16, bsize: 64, queue: 61, observed: 5016, best-error: 1.3893525928049073 worst-error: 1.3915129357754392 SearchModels iteration 82> population: 16, bsize: 64, queue: 55, observed: 5071, best-error: 1.3874769884221843 worst-error: 1.3908028298180024 SearchModels iteration 83> population: 16, bsize: 64, queue: 59, observed: 5130, best-error: 1.3874769884221843 worst-error: 1.3902239642575647 SearchModels iteration 84> population: 16, bsize: 64, queue: 57, observed: 5187, best-error: 1.385453509440201 worst-error: 1.3894922709010191 SearchModels iteration 85> population: 16, bsize: 64, queue: 58, observed: 5245, best-error: 1.385453509440201 worst-error: 1.3888073156249063 SearchModels iteration 86> population: 16, bsize: 64, queue: 56, observed: 5301, best-error: 1.38433898320818 worst-error: 1.3872673784881497 SearchModels iteration 87> population: 16, bsize: 64, queue: 55, observed: 5356, best-error: 1.38433898320818 worst-error: 1.3863950826595492 SearchModels iteration 88> population: 16, bsize: 64, queue: 59, observed: 5415, best-error: 1.3833746941117913 worst-error: 1.385537522398921 SearchModels iteration 89> population: 16, bsize: 64, queue: 61, observed: 5476, best-error: 1.383172007078129 worst-error: 1.3851348586332362 SearchModels iteration 90> population: 16, bsize: 64, queue: 61, observed: 5537, best-error: 1.383172007078129 worst-error: 1.3842574170005275 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5595, best-error: 1.383172007078129 worst-error: 1.3837835042412403 SearchModels iteration 92> population: 16, bsize: 64, queue: 58, observed: 5653, best-error: 1.382862410963497 worst-error: 1.3835511579914284 SearchModels iteration 93> population: 16, bsize: 64, queue: 59, observed: 5712, best-error: 1.3816833726646893 worst-error: 1.3833746941117913 SearchModels iteration 94> population: 16, bsize: 64, queue: 61, observed: 5773, best-error: 1.3816833726646893 worst-error: 1.3830976470837484 SearchModels iteration 95> population: 16, bsize: 64, queue: 58, observed: 5831, best-error: 1.3813787648908729 worst-error: 1.382730081552401 SearchModels iteration 96> population: 16, bsize: 64, queue: 56, observed: 5887, best-error: 1.3813787648908729 worst-error: 1.3823436635820208 SearchModels iteration 97> population: 16, bsize: 64, queue: 56, observed: 5943, best-error: 1.3799625540667357 worst-error: 1.38208623678656 SearchModels iteration 98> population: 16, bsize: 64, queue: 56, observed: 5999, best-error: 1.3799625540667357 worst-error: 1.3819194363764877 SearchModels iteration 99> population: 16, bsize: 64, queue: 57, observed: 6056, best-error: 1.3799625540667357 worst-error: 1.38103924227465 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.7563746656030199, 0.6799370957498856, 0.36091921596758947, 0.3728316834350407, 0.2855761349976439] 1 => ([-0.2161254224586846, 0.27717158443112816, 0.3844130505825286, 0.3794156712380966, 0.28548185902166595] => 1.3793700953367103) 2 => ([-0.21755408966142742, 0.2805575736600894, 0.3844130505193425, 0.379415671238067, 0.28548185902167184] => 1.3799625540667357) 3 => ([-0.21745013279146808, 0.2788335754777862, 0.3844130505128949, 0.37941567123806397, 0.28548185902167245] => 1.3800313814610057) 4 => ([-0.21773423398133984, 0.27937997363593126, 0.38441305049226276, 0.3794156712380543, 0.28548185902167433] => 1.3801764484921626) 5 => ([-0.2175402049514243, 0.27824477546570714, 0.38441305049935504, 0.37941567123805764, 0.28548185902167367] => 1.3801949794931903) 6 => ([-0.21768225554636017, 0.27851797454477967, 0.38441305048903895, 0.3794156712380528, 0.28548185902167467] => 1.3802541744018613) 7 => ([-0.21792451502971022, 0.2796109195999745, 0.38441305050580266, 0.37941567123806064, 0.2854818590216731] => 1.3802965964985205) 8 => ([-0.21734617592150876, 0.27710957729548297, 0.38441305050644736, 0.37941567123806097, 0.285481859021673] => 1.3803003565645522) 9 => ([-0.21784342143412014, 0.27867577501128293, 0.38441305050096697, 0.3794156712380584, 0.28548185902167356] => 1.380350099339117) 10 => ([-0.2176302771113805, 0.2776559754536281, 0.3844130504858152, 0.3794156712380513, 0.28548185902167494] => 1.3803819372388992) 11 => ([-0.21777232770631635, 0.2779291745327006, 0.3844130504754991, 0.3794156712380465, 0.2854818590216759] => 1.3804303265228377) 12 => ([-0.21813275320681286, 0.2795619161261012, 0.3844130504825914, 0.3794156712380498, 0.2854818590216752] => 1.3804576340149592) 13 => ([-0.21806281764310093, 0.2789798664728661, 0.38441305051611874, 0.3794156712380655, 0.2854818590216721] => 1.3804712857641852) 14 => ([-0.21791437830125224, 0.27820237361177313, 0.38441305046518304, 0.37941567123804165, 0.2854818590216769] => 1.3804837817713798) 15 => ([-0.21793349359407635, 0.2780869749992039, 0.3844130504874271, 0.3794156712380521, 0.2854818590216748] => 1.380520024356879) Test Summary: | Total Time SearchModels.jl | 0 5.9s ===== RoseParams without inspect_population SearchModels> search params iter=0, initialpopulation=1000, maxpopulation=16, bsize=32, mutbsize=100, crossbsize=100 SearchModels iteration 1> population: 16, bsize: 32, queue: 169, observed: 1137, best-error: 0.3200000000000003 worst-error: 18.500000000000004 SearchModels iteration 2> population: 16, bsize: 32, queue: 150, observed: 1287, best-error: 0.0981249999999992 worst-error: 2.9 SearchModels iteration 3> population: 16, bsize: 32, queue: 167, observed: 1454, best-error: 0.07566406249999996 worst-error: 0.4931640625000001 SearchModels iteration 4> population: 16, bsize: 32, queue: 170, observed: 1624, best-error: 0.0400390625 worst-error: 0.14941406250000006 SearchModels iteration 5> population: 16, bsize: 32, queue: 170, observed: 1794, best-error: 0.022619628906249866 worst-error: 0.07956314086914064 SearchModels iteration 6> population: 16, bsize: 32, queue: 170, observed: 1964, best-error: 0.014255523681640523 worst-error: 0.048400878906249625 SearchModels iteration 7> population: 16, bsize: 32, queue: 179, observed: 2143, best-error: 0.014255523681640523 worst-error: 0.03226806640625004 SearchModels iteration 8> population: 16, bsize: 32, queue: 178, observed: 2321, best-error: 0.011690273880958602 worst-error: 0.02544423162937185 SearchModels iteration 9> population: 16, bsize: 32, queue: 170, observed: 2491, best-error: 0.005454590357839944 worst-error: 0.015642718113958808 SearchModels iteration 10> population: 16, bsize: 32, queue: 166, observed: 2657, best-error: 0.004311109222471677 worst-error: 0.010251055359840361 SearchModels iteration 11> population: 16, bsize: 32, queue: 176, observed: 2833, best-error: 0.004041600860655323 worst-error: 0.008262728715926657 SearchModels iteration 12> population: 16, bsize: 32, queue: 164, observed: 2997, best-error: 0.0036270386353135105 worst-error: 0.0059423073776997595 SearchModels iteration 13> population: 16, bsize: 32, queue: 169, observed: 3166, best-error: 0.0036270386353135105 worst-error: 0.0046655205309889605 SearchModels iteration 14> population: 16, bsize: 32, queue: 157, observed: 3323, best-error: 0.0036270386353135105 worst-error: 0.004021511673927361 SearchModels iteration 15> population: 16, bsize: 32, queue: 147, observed: 3470, best-error: 0.0036270386353135105 worst-error: 0.0037254091532759044 SearchModels iteration 16> population: 16, bsize: 32, queue: 144, observed: 3614, best-error: 0.0036270386353135105 worst-error: 0.003674436768179127 SearchModels iteration 17> population: 16, bsize: 32, queue: 133, observed: 3747, best-error: 0.003621084131300455 worst-error: 0.003647344045020872 SearchModels iteration 18> population: 16, bsize: 32, queue: 125, observed: 3872, best-error: 0.0036193943396210706 worst-error: 0.00363148903481321 SearchModels iteration 19> population: 16, bsize: 32, queue: 133, observed: 4005, best-error: 0.0036187774315476445 worst-error: 0.0036250138156543785 SearchModels iteration 20> population: 16, bsize: 32, queue: 97, observed: 4102, best-error: 0.0036187774315476445 worst-error: 0.0036205356124520407 SearchModels iteration 21> population: 16, bsize: 32, queue: 74, observed: 4176, best-error: 0.00361877575516701 worst-error: 0.003619233407080175 SearchModels iteration 22> population: 16, bsize: 32, queue: 76, observed: 4252, best-error: 0.003618774497881534 worst-error: 0.0036188549641519813 SearchModels> stop by convergence error=(0.93984375, 0.8832939147949219) => 0.0036187896900810325, iter=23 (of 300) 1 => ((0.93984375, 0.8833053588867188) => 0.003618774497881534) 2 => ((0.93984375, 0.8833053588867187) => 0.003618774497881534) 3 => ((0.93984375, 0.8833076477050781) => 0.003618774602655324) 4 => ((0.93984375, 0.8833030700683594) => 0.003618775440845641) 5 => ((0.93984375, 0.8833030700683593) => 0.003618775440845641) 6 => ((0.93984375, 0.8833099365234374) => 0.00361877575516701) 7 => ((0.93984375, 0.8833099365234375) => 0.00361877575516701) 8 => ((0.93984375, 0.8833007812499999) => 0.0036187774315476445) 9 => ((0.93984375, 0.88330078125) => 0.0036187774315476445) 10 => ((0.93984375, 0.8833122253417969) => 0.0036187779554165923) 11 => ((0.93984375, 0.8832984924316406) => 0.003618780469987544) 12 => ((0.93984375, 0.8833145141601562) => 0.0036187812034040715) 13 => ((0.93984375, 0.8833145141601563) => 0.0036187812034040715) 14 => ((0.93984375, 0.8832962036132812) => 0.0036187845561653402) 15 => ((0.93984375, 0.8833168029785157) => 0.0036187854991294468) ===== 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: 1135, best-error: 0.4999999999999999 worst-error: 14.12 SearchModels iteration 2> population: 16, bsize: 32, queue: 148, observed: 1283, best-error: 0.4999999999999999 worst-error: 4.0231249999999985 SearchModels iteration 3> population: 16, bsize: 32, queue: 161, observed: 1444, best-error: 0.25 worst-error: 1.9231249999999993 SearchModels iteration 4> population: 16, bsize: 32, queue: 150, observed: 1594, best-error: 0.25 worst-error: 0.4356249999999998 SearchModels iteration 5> population: 16, bsize: 32, queue: 147, observed: 1741, best-error: 0.25 worst-error: 0.32672119140624994 SearchModels iteration 6> population: 16, bsize: 32, queue: 153, observed: 1894, best-error: 0.24285156249999998 worst-error: 0.2787890625 SearchModels iteration 7> population: 16, bsize: 32, queue: 160, observed: 2054, best-error: 0.22566406249999998 worst-error: 0.25390625 SearchModels iteration 8> population: 16, bsize: 32, queue: 159, observed: 2213, best-error: 0.22566406249999998 worst-error: 0.24255167067050942 SearchModels iteration 9> population: 16, bsize: 32, queue: 152, observed: 2365, best-error: 0.22566406249999998 worst-error: 0.23487330496311187 SearchModels iteration 10> population: 16, bsize: 32, queue: 146, observed: 2511, best-error: 0.22566406249999998 worst-error: 0.23090393066406248 SearchModels iteration 11> population: 16, bsize: 32, queue: 139, observed: 2650, best-error: 0.22566406249999998 worst-error: 0.22867905616760248 SearchModels iteration 12> population: 16, bsize: 32, queue: 151, observed: 2801, best-error: 0.22566406249999998 worst-error: 0.2274103236223254 SearchModels iteration 13> population: 16, bsize: 32, queue: 144, observed: 2945, best-error: 0.22566406249999998 worst-error: 0.22658255342394115 SearchModels iteration 14> population: 16, bsize: 32, queue: 146, observed: 3091, best-error: 0.22566406249999998 worst-error: 0.22613255238234165 SearchModels iteration 15> population: 16, bsize: 32, queue: 143, observed: 3234, best-error: 0.22566406249999998 worst-error: 0.2259383164352499 SearchModels iteration 16> population: 16, bsize: 32, queue: 127, observed: 3361, best-error: 0.22566406249999998 worst-error: 0.22579649575995592 SearchModels iteration 17> population: 16, bsize: 32, queue: 122, observed: 3483, best-error: 0.22566406249999998 worst-error: 0.22574205333479785 SearchModels iteration 18> population: 16, bsize: 32, queue: 118, observed: 3601, best-error: 0.22566406249999998 worst-error: 0.22570648852735756 SearchModels iteration 19> population: 16, bsize: 32, queue: 109, observed: 3710, best-error: 0.22566406249999998 worst-error: 0.22569154233671723 SearchModels iteration 20> population: 16, bsize: 32, queue: 116, observed: 3826, best-error: 0.22566406249999998 worst-error: 0.22568052678427192 SearchModels iteration 21> population: 16, bsize: 32, queue: 93, observed: 3919, best-error: 0.22566406249999998 worst-error: 0.22567258928203954 SearchModels iteration 22> population: 16, bsize: 32, queue: 89, observed: 4008, best-error: 0.22566406249999998 worst-error: 0.22566962383109057 SearchModels iteration 23> population: 16, bsize: 32, queue: 96, observed: 4104, best-error: 0.22566406249999998 worst-error: 0.22566763963856828 SearchModels iteration 24> population: 16, bsize: 32, queue: 97, observed: 4201, best-error: 0.22566406249999998 worst-error: 0.2256662622351723 SearchModels iteration 25> population: 16, bsize: 32, queue: 92, observed: 4293, best-error: 0.22566406249999998 worst-error: 0.2256655592346402 SearchModels iteration 26> population: 16, bsize: 32, queue: 96, observed: 4389, best-error: 0.22566406249999998 worst-error: 0.2256649413413858 SearchModels iteration 27> population: 16, bsize: 32, queue: 91, observed: 4480, best-error: 0.22566406249999998 worst-error: 0.22566460678514885 SearchModels iteration 28> population: 16, bsize: 32, queue: 93, observed: 4573, best-error: 0.22566406249999998 worst-error: 0.22566443404570352 SearchModels iteration 29> population: 16, bsize: 32, queue: 87, observed: 4660, best-error: 0.22566406249999998 worst-error: 0.22566429941406968 SearchModels> stop by convergence error=(0.525, 0.27499879114329817) => 0.22566421375322118, iter=30 (of 300) 1 => ((0.525, 0.275) => 0.22566406249999998) 2 => ((0.525, 0.27499952614307405) => 0.22566412175456976) 3 => ((0.525, 0.2749993368983269) => 0.2256641454316795) 4 => ((0.525, 0.2749992907047272) => 0.22566415121221908) 5 => ((0.525, 0.2749991089105606) => 0.22566417396558394) 6 => ((0.525, 0.2749990537762642) => 0.2256641808675009) 7 => ((0.525, 0.27499905228614807) => 0.22566418105404765) 8 => ((0.525, 0.27499898225069047) => 0.22566418982224504) 9 => ((0.525, 0.2749989360570908) => 0.2256641956060611) 10 => ((0.525, 0.2749989338219166) => 0.22566419588593398) 11 => ((0.525, 0.27499892711639407) => 0.22566419672555865) 12 => ((0.525, 0.27499885112047195) => 0.22566420624193342) 13 => ((0.525, 0.27499883994460106) => 0.22566420764149772) 14 => ((0.525, 0.27499882578849794) => 0.225664209414315) 15 => ((0.525, 0.2749988004565239) => 0.22566421258682495) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 17.08s PkgEval succeeded after 70.86s