Package evaluation to test SearchModels on Julia 1.14.0-DEV.50 (b60d1db399*) started at 2025-11-09T14:54:37.252 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.47s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 1.15s ################################################################################ # Precompilation # Precompiling PkgEval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/nGMfF/src/julia-1.11/common.jl:75 │ [2] test_dir_has_project_file │ @ ~/.julia/packages/TestEnv/nGMfF/src/julia-1.11/common.jl:52 [inlined] │ [3] maybe_gen_project_override! │ @ ~/.julia/packages/TestEnv/nGMfF/src/julia-1.11/common.jl:83 [inlined] │ [4] activate(pkg::String; allow_reresolve::Bool) │ @ TestEnv ~/.julia/packages/TestEnv/nGMfF/src/julia-1.11/activate_set.jl:12 │ [5] activate(pkg::String) │ @ TestEnv ~/.julia/packages/TestEnv/nGMfF/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... 8987.3 ms ✓ StatsBase 5176.7 ms ✓ SearchModels 2 dependencies successfully precompiled in 14 seconds. 29 already precompiled. Precompilation completed after 27.36s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_kHDPYI/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_kHDPYI/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: 58, observed: 358, best-error: 13859.186223328696 worst-error: 1.7710787198289738e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 61, observed: 419, best-error: 13859.186223328696 worst-error: 330784.174423362 SearchModels iteration 3> population: 16, bsize: 64, queue: 57, observed: 476, best-error: 6579.277577613993 worst-error: 65558.61382801706 SearchModels iteration 4> population: 16, bsize: 64, queue: 61, observed: 537, best-error: 2611.6044382511855 worst-error: 13821.679954157175 SearchModels iteration 5> population: 16, bsize: 64, queue: 55, observed: 592, best-error: 1208.5279339970907 worst-error: 6554.309589462702 SearchModels iteration 6> population: 16, bsize: 64, queue: 55, observed: 647, best-error: 490.23679363128906 worst-error: 2596.2114330575578 SearchModels iteration 7> population: 16, bsize: 64, queue: 59, observed: 706, best-error: 20.43920084055718 worst-error: 654.8828149800935 SearchModels iteration 8> population: 16, bsize: 64, queue: 61, observed: 767, best-error: 20.43920084055718 worst-error: 221.1302260643903 SearchModels iteration 9> population: 16, bsize: 64, queue: 64, observed: 831, best-error: 4.283480921777372 worst-error: 64.21805201914086 SearchModels iteration 10> population: 16, bsize: 64, queue: 63, observed: 894, best-error: 4.283480921777372 worst-error: 23.857070989641816 SearchModels iteration 11> population: 16, bsize: 64, queue: 56, observed: 950, best-error: 4.283480921777372 worst-error: 13.73946139867406 SearchModels iteration 12> population: 16, bsize: 64, queue: 61, observed: 1011, best-error: 4.283480921777372 worst-error: 8.096191511583342 SearchModels iteration 13> population: 16, bsize: 64, queue: 57, observed: 1068, best-error: 4.230348380922974 worst-error: 5.674116423985684 SearchModels iteration 14> population: 16, bsize: 64, queue: 56, observed: 1124, best-error: 3.858506834689629 worst-error: 4.538764154115916 SearchModels iteration 15> population: 16, bsize: 64, queue: 58, observed: 1182, best-error: 3.8192163120815916 worst-error: 4.063344680016882 SearchModels iteration 16> population: 16, bsize: 64, queue: 57, observed: 1239, best-error: 3.8192163120815916 worst-error: 3.9294033966575626 SearchModels iteration 17> population: 16, bsize: 64, queue: 62, observed: 1301, best-error: 3.8192163120815916 worst-error: 3.8719908317737333 SearchModels iteration 18> population: 16, bsize: 64, queue: 57, observed: 1358, best-error: 3.818586280925352 worst-error: 3.8531781632082165 SearchModels iteration 19> population: 16, bsize: 64, queue: 62, observed: 1420, best-error: 3.8108213796178267 worst-error: 3.833816907883191 SearchModels iteration 20> population: 16, bsize: 64, queue: 60, observed: 1480, best-error: 3.8108213796178267 worst-error: 3.823395767684478 SearchModels iteration 21> population: 16, bsize: 64, queue: 56, observed: 1536, best-error: 3.8108213796178267 worst-error: 3.8173447843910666 SearchModels iteration 22> population: 16, bsize: 64, queue: 61, observed: 1597, best-error: 3.784810911234389 worst-error: 3.8132860126085775 SearchModels iteration 23> population: 16, bsize: 64, queue: 57, observed: 1654, best-error: 3.7837466830245 worst-error: 3.8118592777054188 SearchModels iteration 24> population: 16, bsize: 64, queue: 59, observed: 1713, best-error: 3.7826003505122383 worst-error: 3.798728969431609 SearchModels iteration 25> population: 16, bsize: 64, queue: 61, observed: 1774, best-error: 3.7826003505122383 worst-error: 3.797286280774051 SearchModels iteration 26> population: 16, bsize: 64, queue: 58, observed: 1832, best-error: 3.7826003505122383 worst-error: 3.789807832214729 SearchModels iteration 27> population: 16, bsize: 64, queue: 56, observed: 1888, best-error: 3.7826003505122383 worst-error: 3.7858198413158703 SearchModels iteration 28> population: 16, bsize: 64, queue: 60, observed: 1948, best-error: 3.7826003505122383 worst-error: 3.784471908685555 SearchModels iteration 29> population: 16, bsize: 64, queue: 55, observed: 2003, best-error: 3.762744147561883 worst-error: 3.7838035282676956 SearchModels iteration 30> population: 16, bsize: 64, queue: 59, observed: 2062, best-error: 3.7624732423815903 worst-error: 3.7833679975734285 SearchModels iteration 31> population: 16, bsize: 64, queue: 58, observed: 2120, best-error: 3.7624732423815903 worst-error: 3.772757210025361 SearchModels iteration 32> population: 16, bsize: 64, queue: 60, observed: 2180, best-error: 3.7624732423815903 worst-error: 3.7676478942477942 SearchModels iteration 33> population: 16, bsize: 64, queue: 60, observed: 2240, best-error: 3.7624732423815903 worst-error: 3.7651020349263318 SearchModels iteration 34> population: 16, bsize: 64, queue: 56, observed: 2296, best-error: 3.7624732423815903 worst-error: 3.763332130431272 SearchModels iteration 35> population: 16, bsize: 64, queue: 54, observed: 2350, best-error: 3.7456990683182583 worst-error: 3.7629018675198096 SearchModels iteration 36> population: 16, bsize: 64, queue: 60, observed: 2410, best-error: 3.7456990683182583 worst-error: 3.762649084994719 SearchModels iteration 37> population: 16, bsize: 64, queue: 58, observed: 2468, best-error: 3.7456990683182583 worst-error: 3.754207939694309 SearchModels iteration 38> population: 16, bsize: 64, queue: 57, observed: 2525, best-error: 3.7456990683182583 worst-error: 3.750045610456683 SearchModels iteration 39> population: 16, bsize: 64, queue: 58, observed: 2583, best-error: 3.7456990683182583 worst-error: 3.7489188011941397 SearchModels iteration 40> population: 16, bsize: 64, queue: 59, observed: 2642, best-error: 3.736175041084648 worst-error: 3.7470848326919253 SearchModels iteration 41> population: 16, bsize: 64, queue: 55, observed: 2697, best-error: 3.7316701730832307 worst-error: 3.746359695105085 SearchModels iteration 42> population: 16, bsize: 64, queue: 61, observed: 2758, best-error: 3.7238677171410455 worst-error: 3.7387833121401775 SearchModels iteration 43> population: 16, bsize: 64, queue: 62, observed: 2820, best-error: 3.7238677171410455 worst-error: 3.7331147063908765 SearchModels iteration 44> population: 16, bsize: 64, queue: 59, observed: 2879, best-error: 3.7238677171410455 worst-error: 3.729845981459285 SearchModels iteration 45> population: 16, bsize: 64, queue: 56, observed: 2935, best-error: 3.7238677171410455 worst-error: 3.727870338504049 SearchModels iteration 46> population: 16, bsize: 64, queue: 57, observed: 2992, best-error: 3.7238677171410455 worst-error: 3.7259990150180955 SearchModels iteration 47> population: 16, bsize: 64, queue: 60, observed: 3052, best-error: 3.7153940428235104 worst-error: 3.7249267145499805 SearchModels iteration 48> population: 16, bsize: 64, queue: 59, observed: 3111, best-error: 3.7153940428235104 worst-error: 3.7242796580046638 SearchModels iteration 49> population: 16, bsize: 64, queue: 52, observed: 3163, best-error: 3.710315386780384 worst-error: 3.7217840005632676 SearchModels iteration 50> population: 16, bsize: 64, queue: 60, observed: 3223, best-error: 3.710315386780384 worst-error: 3.7197358958325286 SearchModels iteration 51> population: 16, bsize: 64, queue: 57, observed: 3280, best-error: 3.710315386780384 worst-error: 3.717992355583364 SearchModels iteration 52> population: 16, bsize: 64, queue: 60, observed: 3340, best-error: 3.710315386780384 worst-error: 3.7155495399872946 SearchModels iteration 53> population: 16, bsize: 64, queue: 57, observed: 3397, best-error: 3.705646509282439 worst-error: 3.7132083075998312 SearchModels iteration 54> population: 16, bsize: 64, queue: 60, observed: 3457, best-error: 3.704897210731513 worst-error: 3.7115914866551125 SearchModels iteration 55> population: 16, bsize: 64, queue: 61, observed: 3518, best-error: 3.702442985557207 worst-error: 3.7069904412829007 SearchModels iteration 56> population: 16, bsize: 64, queue: 58, observed: 3576, best-error: 3.698363785825326 worst-error: 3.705024318676977 SearchModels iteration 57> population: 16, bsize: 64, queue: 59, observed: 3635, best-error: 3.698363785825326 worst-error: 3.70349504045266 SearchModels iteration 58> population: 16, bsize: 64, queue: 59, observed: 3694, best-error: 3.697683785762305 worst-error: 3.7003643846789496 SearchModels iteration 59> population: 16, bsize: 64, queue: 57, observed: 3751, best-error: 3.6927274663616636 worst-error: 3.6991351956412655 SearchModels iteration 60> population: 16, bsize: 64, queue: 58, observed: 3809, best-error: 3.6916626393282015 worst-error: 3.698395143899732 SearchModels iteration 61> population: 16, bsize: 64, queue: 59, observed: 3868, best-error: 3.6916626393282015 worst-error: 3.69660566836804 SearchModels iteration 62> population: 16, bsize: 64, queue: 56, observed: 3924, best-error: 3.6916626393282015 worst-error: 3.6939841651392618 SearchModels iteration 63> population: 16, bsize: 64, queue: 55, observed: 3979, best-error: 3.6916626393282015 worst-error: 3.692999217510291 SearchModels iteration 64> population: 16, bsize: 64, queue: 52, observed: 4031, best-error: 3.6907492044534833 worst-error: 3.692325993372544 SearchModels iteration 65> population: 16, bsize: 64, queue: 56, observed: 4087, best-error: 3.687247595863552 worst-error: 3.6920747304560937 SearchModels iteration 66> population: 16, bsize: 64, queue: 57, observed: 4144, best-error: 3.687247595863552 worst-error: 3.6910758612824335 SearchModels iteration 67> population: 16, bsize: 64, queue: 58, observed: 4202, best-error: 3.684821610868752 worst-error: 3.690004367197479 SearchModels iteration 68> population: 16, bsize: 64, queue: 61, observed: 4263, best-error: 3.682591031232651 worst-error: 3.688289643534573 SearchModels iteration 69> population: 16, bsize: 64, queue: 56, observed: 4319, best-error: 3.6301497920230528 worst-error: 3.6862695904538296 SearchModels iteration 70> population: 16, bsize: 64, queue: 62, observed: 4381, best-error: 3.6301497920230528 worst-error: 3.672792654540467 SearchModels iteration 71> population: 16, bsize: 64, queue: 55, observed: 4436, best-error: 3.6301497920230528 worst-error: 3.6319619107229024 SearchModels iteration 72> population: 16, bsize: 64, queue: 59, observed: 4495, best-error: 3.6206484469005065 worst-error: 3.630844213479629 SearchModels iteration 73> population: 16, bsize: 64, queue: 56, observed: 4551, best-error: 3.6206484469005065 worst-error: 3.6302171001160883 SearchModels iteration 74> population: 16, bsize: 64, queue: 57, observed: 4608, best-error: 3.6206484469005065 worst-error: 3.6254783685515575 SearchModels iteration 75> population: 16, bsize: 64, queue: 60, observed: 4668, best-error: 3.61993302344107 worst-error: 3.6229456498128148 SearchModels iteration 76> population: 16, bsize: 64, queue: 60, observed: 4728, best-error: 3.6186902234126124 worst-error: 3.6217844971983864 SearchModels iteration 77> population: 16, bsize: 64, queue: 53, observed: 4781, best-error: 3.6130794051425332 worst-error: 3.620315494444094 SearchModels iteration 78> population: 16, bsize: 64, queue: 59, observed: 4840, best-error: 3.611223385980456 worst-error: 3.6193171111741402 SearchModels iteration 79> population: 16, bsize: 64, queue: 58, observed: 4898, best-error: 3.607816487914959 worst-error: 3.6154752031621586 SearchModels iteration 80> population: 16, bsize: 64, queue: 56, observed: 4954, best-error: 3.605118366123342 worst-error: 3.612483513600962 SearchModels iteration 81> population: 16, bsize: 64, queue: 60, observed: 5014, best-error: 3.60449737704074 worst-error: 3.610157700438297 SearchModels iteration 82> population: 16, bsize: 64, queue: 61, observed: 5075, best-error: 3.604104857568814 worst-error: 3.6074471204011984 SearchModels iteration 83> population: 16, bsize: 64, queue: 56, observed: 5131, best-error: 3.5997730941379023 worst-error: 3.605737749566402 SearchModels iteration 84> population: 16, bsize: 64, queue: 55, observed: 5186, best-error: 3.5997730941379023 worst-error: 3.60421030991839 SearchModels iteration 85> population: 16, bsize: 64, queue: 61, observed: 5247, best-error: 3.5997730941379023 worst-error: 3.6030282003419503 SearchModels iteration 86> population: 16, bsize: 64, queue: 57, observed: 5304, best-error: 3.5957090422940636 worst-error: 3.602068863669883 SearchModels iteration 87> population: 16, bsize: 64, queue: 57, observed: 5361, best-error: 3.5957090422940636 worst-error: 3.6011523651273345 SearchModels iteration 88> population: 16, bsize: 64, queue: 57, observed: 5418, best-error: 3.5957090422940636 worst-error: 3.599364895121087 SearchModels iteration 89> population: 16, bsize: 64, queue: 59, observed: 5477, best-error: 3.5920922591456077 worst-error: 3.5982157100918397 SearchModels iteration 90> population: 16, bsize: 64, queue: 57, observed: 5534, best-error: 3.5920922591456077 worst-error: 3.5969934935030463 SearchModels iteration 91> population: 16, bsize: 64, queue: 60, observed: 5594, best-error: 3.589946741180386 worst-error: 3.5957090422940636 SearchModels iteration 92> population: 16, bsize: 64, queue: 60, observed: 5654, best-error: 3.5893002118206745 worst-error: 3.5940210307571694 SearchModels iteration 93> population: 16, bsize: 64, queue: 56, observed: 5710, best-error: 3.5893002118206745 worst-error: 3.591574775900556 SearchModels iteration 94> population: 16, bsize: 64, queue: 60, observed: 5770, best-error: 3.585276313291797 worst-error: 3.5901802486258845 SearchModels iteration 95> population: 16, bsize: 64, queue: 60, observed: 5830, best-error: 3.585276313291797 worst-error: 3.5892065601977325 SearchModels iteration 96> population: 16, bsize: 64, queue: 59, observed: 5889, best-error: 3.581626513736383 worst-error: 3.587485847405417 SearchModels iteration 97> population: 16, bsize: 64, queue: 59, observed: 5948, best-error: 3.581626513736383 worst-error: 3.586724264821511 SearchModels iteration 98> population: 16, bsize: 64, queue: 60, observed: 6008, best-error: 3.5810698816406026 worst-error: 3.584104378432737 SearchModels iteration 99> population: 16, bsize: 64, queue: 53, observed: 6061, best-error: 3.5767586932970667 worst-error: 3.582032765986589 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.1434891311571822, 0.5666438697666368, 0.8711474191366817, 0.9683649043040102, 0.43889846426854384] 1 => ([1.3323848254886332, 0.9778143043979559, 0.7111648652334152, 0.9615187851794438, 0.44086765755399887] => 3.576709511480393) 2 => ([1.3315602557108235, 0.9790049443299312, 0.7111648936549877, 0.9615187851794438, 0.44086765755399887] => 3.5767586932970667) 3 => ([1.3305684601849286, 0.979275672188975, 0.7111649073165878, 0.9615187851794438, 0.44086765755399887] => 3.5770748836569815) 4 => ([1.3251534701734773, 0.9794296659432551, 0.7111649041586052, 0.9615187851794438, 0.44086765755399887] => 3.579048408712617) 5 => ([1.3253765761171112, 0.9784096243639435, 0.7111648794442014, 0.9615187851794438, 0.44086765755399887] => 3.5791424280420214) 6 => ([1.3249116663460083, 0.9789252040213474, 0.7111649029228282, 0.9615187851794438, 0.44086765755399887] => 3.579217953519515) 7 => ([1.324594697130562, 0.9790289518714188, 0.7111648931229636, 0.9615187851794438, 0.44086765755399887] => 3.5793190308803253) 8 => ([1.3196826761173257, 0.9798658504387165, 0.7111649097194396, 0.9615187851794438, 0.44086765755399887] => 3.5810698816406026) 9 => ([1.3189682705923897, 0.979395527230032, 0.7111649063211338, 0.9615187851794438, 0.44086765755399887] => 3.5814047294602545) 10 => ([1.3189728765492594, 0.97935565707574, 0.7111649109550542, 0.9615187851794438, 0.44086765755399887] => 3.5814086942554306) 11 => ([1.3187466846361309, 0.9798543875565789, 0.7111649146622229, 0.9615187851794438, 0.44086765755399887] => 3.581432355023796) 12 => ([1.318731209749969, 0.9796931872130258, 0.711164913426527, 0.9615187851794438, 0.44086765755399887] => 3.5814571245157207) 13 => ([1.318969790579765, 0.9788343459772675, 0.711164889947819, 0.9615187851794438, 0.44086765755399887] => 3.5814943553181213) 14 => ([1.3190828865363293, 0.978584980736848, 0.7111648880942347, 0.9615187851794438, 0.44086765755399887] => 3.581497596013991) 15 => ([1.318655907333813, 0.9794594049258114, 0.7111649011551895, 0.9615187851794438, 0.44086765755399887] => 3.58151654720133) Test Summary: | Total Time SearchModels.jl | 0 5.6s ===== 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: 168, observed: 1143, best-error: 1.0 worst-error: 21.22000000000001 SearchModels iteration 2> population: 16, bsize: 32, queue: 160, observed: 1303, best-error: 0.3200000000000003 worst-error: 4.698125000000001 SearchModels iteration 3> population: 16, bsize: 32, queue: 167, observed: 1470, best-error: 0.10000000000000016 worst-error: 2.0824999999999996 SearchModels iteration 4> population: 16, bsize: 32, queue: 158, observed: 1628, best-error: 0.10000000000000016 worst-error: 0.4999999999999999 SearchModels iteration 5> population: 16, bsize: 32, queue: 167, observed: 1795, best-error: 0.10000000000000016 worst-error: 0.24459487915039124 SearchModels iteration 6> population: 16, bsize: 32, queue: 172, observed: 1967, best-error: 0.10000000000000016 worst-error: 0.16062500000000005 SearchModels iteration 7> population: 16, bsize: 32, queue: 174, observed: 2141, best-error: 0.10000000000000016 worst-error: 0.14007019996643083 SearchModels iteration 8> population: 16, bsize: 32, queue: 172, observed: 2313, best-error: 0.09316406249999995 worst-error: 0.11676774024963388 SearchModels iteration 9> population: 16, bsize: 32, queue: 165, observed: 2478, best-error: 0.09047851562500005 worst-error: 0.10563625395298012 SearchModels iteration 10> population: 16, bsize: 32, queue: 179, observed: 2657, best-error: 0.09029541015625 worst-error: 0.09792244784766814 SearchModels iteration 11> population: 16, bsize: 32, queue: 154, observed: 2811, best-error: 0.09029541015625 worst-error: 0.09316406249999995 SearchModels iteration 12> population: 16, bsize: 32, queue: 141, observed: 2952, best-error: 0.09000549316406253 worst-error: 0.09154234269140035 SearchModels iteration 13> population: 16, bsize: 32, queue: 129, observed: 3081, best-error: 0.09000549316406253 worst-error: 0.09067496070420022 SearchModels iteration 14> population: 16, bsize: 32, queue: 125, observed: 3206, best-error: 0.09000549316406253 worst-error: 0.09028129875308032 SearchModels iteration 15> population: 16, bsize: 32, queue: 85, observed: 3291, best-error: 0.09000000953674318 worst-error: 0.09006649255752565 SearchModels iteration 16> population: 16, bsize: 32, queue: 71, observed: 3362, best-error: 0.09000000059604647 worst-error: 0.090006697177887 SearchModels iteration 17> population: 16, bsize: 32, queue: 75, observed: 3437, best-error: 0.09000000059604647 worst-error: 0.09000088348984721 SearchModels iteration 18> population: 16, bsize: 32, queue: 78, observed: 3515, best-error: 0.09000000059604647 worst-error: 0.0900000894442201 SearchModels> stop by convergence error=(0.7, 0.48998870849609377) => 0.09000001274980607, iter=19 (of 300) 1 => ((0.7, 0.48999938964843753) => 0.09000000003725293) 2 => ((0.7, 0.49000091552734376) => 0.09000000008381906) 3 => ((0.7, 0.49000244140625004) => 0.09000000059604647) 4 => ((0.7, 0.489996337890625) => 0.09000000134110453) 5 => ((0.7, 0.49000396728515627) => 0.09000000157393517) 6 => ((0.7, 0.48999481201171874) => 0.09000000269152227) 7 => ((0.7, 0.4900054931640625) => 0.09000000301748516) 8 => ((0.7, 0.4899932861328125) => 0.09000000450760129) 9 => ((0.7, 0.4900070190429688) => 0.09000000492669645) 10 => ((0.7, 0.48999176025390623) => 0.0900000067893416) 11 => ((0.7, 0.4899917602539063) => 0.0900000067893416) 12 => ((0.7, 0.490008544921875) => 0.09000000730156901) 13 => ((0.7, 0.489990234375) => 0.09000000953674318) 14 => ((0.7, 0.4900100708007813) => 0.09000001014210286) 15 => ((0.7, 0.49001007080078124) => 0.09000001014210286) ===== 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: 170, observed: 1146, best-error: 0.4999999999999999 worst-error: 19.999999999999993 SearchModels iteration 2> population: 16, bsize: 32, queue: 158, observed: 1304, best-error: 0.17312500000000033 worst-error: 2.6499999999999995 SearchModels iteration 3> population: 16, bsize: 32, queue: 161, observed: 1465, best-error: 0.10000000000000016 worst-error: 0.703125 SearchModels iteration 4> population: 16, bsize: 32, queue: 172, observed: 1637, best-error: 0.09820556640624999 worst-error: 0.29128906250000003 SearchModels iteration 5> population: 16, bsize: 32, queue: 163, observed: 1800, best-error: 0.09820556640624999 worst-error: 0.15757827758789064 SearchModels iteration 6> population: 16, bsize: 32, queue: 166, observed: 1966, best-error: 0.09820556640624999 worst-error: 0.12621337890624992 SearchModels iteration 7> population: 16, bsize: 32, queue: 168, observed: 2134, best-error: 0.09764663696289066 worst-error: 0.11049575805664066 SearchModels iteration 8> population: 16, bsize: 32, queue: 163, observed: 2297, best-error: 0.09404556274414064 worst-error: 0.10227221548557275 SearchModels iteration 9> population: 16, bsize: 32, queue: 168, observed: 2465, best-error: 0.09316406249999995 worst-error: 0.09752442359924297 SearchModels iteration 10> population: 16, bsize: 32, queue: 162, observed: 2627, best-error: 0.09268128395080566 worst-error: 0.09468080256367101 SearchModels iteration 11> population: 16, bsize: 32, queue: 158, observed: 2785, best-error: 0.09268128395080566 worst-error: 0.0936740243807435 SearchModels iteration 12> population: 16, bsize: 32, queue: 168, observed: 2953, best-error: 0.09210074477843591 worst-error: 0.09291212607422497 SearchModels iteration 13> population: 16, bsize: 32, queue: 170, observed: 3123, best-error: 0.09210074477843591 worst-error: 0.09266552845133448 SearchModels iteration 14> population: 16, bsize: 32, queue: 165, observed: 3288, best-error: 0.09210074477843591 worst-error: 0.09234575607115401 SearchModels iteration 15> population: 16, bsize: 32, queue: 147, observed: 3435, best-error: 0.0919611772733333 worst-error: 0.09219315879992791 SearchModels iteration 16> population: 16, bsize: 32, queue: 140, observed: 3575, best-error: 0.0919611772733333 worst-error: 0.09208502754035236 SearchModels iteration 17> population: 16, bsize: 32, queue: 133, observed: 3708, best-error: 0.0919611772733333 worst-error: 0.09201780162085335 SearchModels iteration 18> population: 16, bsize: 32, queue: 130, observed: 3838, best-error: 0.0919611772733333 worst-error: 0.09199152939254418 SearchModels iteration 19> population: 16, bsize: 32, queue: 110, observed: 3948, best-error: 0.0919611772733333 worst-error: 0.09197560777997854 SearchModels iteration 20> population: 16, bsize: 32, queue: 113, observed: 4061, best-error: 0.0919611772733333 worst-error: 0.09196792352982584 SearchModels iteration 21> population: 16, bsize: 32, queue: 100, observed: 4161, best-error: 0.0919611772733333 worst-error: 0.09196471392017198 SearchModels iteration 22> population: 16, bsize: 32, queue: 111, observed: 4272, best-error: 0.0919611772733333 worst-error: 0.09196325261115057 SearchModels iteration 23> population: 16, bsize: 32, queue: 112, observed: 4384, best-error: 0.0919611772733333 worst-error: 0.09196233550400078 SearchModels iteration 24> population: 16, bsize: 32, queue: 104, observed: 4488, best-error: 0.0919611772733333 worst-error: 0.091962051774898 SearchModels iteration 25> population: 16, bsize: 32, queue: 101, observed: 4589, best-error: 0.0919611772733333 worst-error: 0.09196171346877491 SearchModels> stop by convergence error=(0.697445011138916, 0.484375) => 0.09196163620977742, iter=26 (of 300) 1 => ((0.6974609374999999, 0.484375) => 0.0919611772733333) 2 => ((0.697456955909729, 0.484375) => 0.09196128268629615) 3 => ((0.6974536418914794, 0.484375) => 0.09196137516390271) 4 => ((0.697452974319458, 0.484375) => 0.09196139431342823) 5 => ((0.6974525451660156, 0.484375) => 0.09196140671608258) 6 => ((0.6974521636962889, 0.484375) => 0.09196141780126958) 7 => ((0.6974489927291869, 0.484375) => 0.09196151215462386) 8 => ((0.6974485635757446, 0.484375) => 0.09196152522705121) 9 => ((0.6974476814270019, 0.484375) => 0.09196155232486086) 10 => ((0.697446346282959, 0.484375) => 0.09196159391795646) 11 => ((0.6974463462829589, 0.484375) => 0.09196159391795646) 12 => ((0.6974459171295165, 0.484375) => 0.09196160743555597) 13 => ((0.69744553565979, 0.484375) => 0.09196161951180361) 14 => ((0.6974454879760741, 0.484375) => 0.09196162102534508) 15 => ((0.6974451541900635, 0.484375) => 0.09196163164508984) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 16.31s PkgEval succeeded after 63.69s