Package evaluation to test SearchModels on Julia 1.14.0-DEV.1455 (9d9110fde9*) started at 2026-01-01T14:28:09.676 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 9.55s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 1.46s ################################################################################ # Precompilation # ERROR: LoadError: MethodError: no method matching setindex!(::Base.ScopedValues.ScopedValue{IO}, ::Nothing) The function `setindex!` exists, but no method is defined for this combination of argument types. Stacktrace: [1] top-level scope @ /PkgEval.jl/scripts/precompile.jl:10 [2] include(mod::Module, _path::String) @ Base ./Base.jl:309 [3] exec_options(opts::Base.JLOptions) @ Base ./client.jl:344 [4] _start() @ Base ./client.jl:585 in expression starting at /PkgEval.jl/scripts/precompile.jl:6 caused by: MethodError: no method matching setindex!(::Base.ScopedValues.ScopedValue{IO}, ::Base.DevNull) The function `setindex!` exists, but no method is defined for this combination of argument types. Stacktrace: [1] top-level scope @ /PkgEval.jl/scripts/precompile.jl:7 [2] include(mod::Module, _path::String) @ Base ./Base.jl:309 [3] exec_options(opts::Base.JLOptions) @ Base ./client.jl:344 [4] _start() @ Base ./client.jl:585 Precompilation failed after 13.46s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_jGC8jg/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_jGC8jg/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... ┌ Warning: The call to compilecache failed to create a usable precompiled cache file for SearchModels [0e966ebe-b704-4a65-8279-db954bfe5da0] │ exception = Required dependency Base.PkgId(Base.UUID("10745b16-79ce-11e8-11f9-7d13ad32a3b2"), "Statistics") failed to load from a cache file. └ @ Base loading.jl:2950 SearchModels> search params iter=0, initialpopulation=300, maxpopulation=16, bsize=64, mutbsize=32, crossbsize=32 SearchModels iteration 1> population: 16, bsize: 64, queue: 51, observed: 351, best-error: 17322.67192907609 worst-error: 1.4554329450050402e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 55, observed: 406, best-error: 8411.43823330412 worst-error: 254399.7683562603 SearchModels iteration 3> population: 16, bsize: 64, queue: 58, observed: 464, best-error: 1455.9745873007519 worst-error: 26918.922412191667 SearchModels iteration 4> population: 16, bsize: 64, queue: 59, observed: 523, best-error: 352.3500379044139 worst-error: 3891.230549823962 SearchModels iteration 5> population: 16, bsize: 64, queue: 55, observed: 578, best-error: 92.132184818532 worst-error: 633.7242570507711 SearchModels iteration 6> population: 16, bsize: 64, queue: 63, observed: 641, best-error: 47.21513941828144 worst-error: 260.39838390672367 SearchModels iteration 7> population: 16, bsize: 64, queue: 57, observed: 698, best-error: 29.04679960908874 worst-error: 91.4036353362146 SearchModels iteration 8> population: 16, bsize: 64, queue: 60, observed: 758, best-error: 29.04679960908874 worst-error: 49.53156099419621 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 816, best-error: 29.04679960908874 worst-error: 37.457324472092886 SearchModels iteration 10> population: 16, bsize: 64, queue: 56, observed: 872, best-error: 28.525467835095668 worst-error: 31.871635138668104 SearchModels iteration 11> population: 16, bsize: 64, queue: 61, observed: 933, best-error: 27.71243422372964 worst-error: 29.349696194770342 SearchModels iteration 12> population: 16, bsize: 64, queue: 61, observed: 994, best-error: 26.783906377585215 worst-error: 28.432929434523135 SearchModels iteration 13> population: 16, bsize: 64, queue: 59, observed: 1053, best-error: 26.783906377585215 worst-error: 27.84506735665346 SearchModels iteration 14> population: 16, bsize: 64, queue: 58, observed: 1111, best-error: 26.757384982940664 worst-error: 27.259090493098213 SearchModels iteration 15> population: 16, bsize: 64, queue: 57, observed: 1168, best-error: 26.538016531357112 worst-error: 26.881191694718805 SearchModels iteration 16> population: 16, bsize: 64, queue: 60, observed: 1228, best-error: 26.49257048686388 worst-error: 26.64349133685939 SearchModels iteration 17> population: 16, bsize: 64, queue: 61, observed: 1289, best-error: 26.183690570259127 worst-error: 26.520104757051907 SearchModels iteration 18> population: 16, bsize: 64, queue: 57, observed: 1346, best-error: 26.183690570259127 worst-error: 26.379783838179915 SearchModels iteration 19> population: 16, bsize: 64, queue: 56, observed: 1402, best-error: 26.085226616001986 worst-error: 26.27913153814541 SearchModels iteration 20> population: 16, bsize: 64, queue: 58, observed: 1460, best-error: 26.04640648021534 worst-error: 26.21407870315949 SearchModels iteration 21> population: 16, bsize: 64, queue: 57, observed: 1517, best-error: 25.822404488717716 worst-error: 26.096652428934327 SearchModels iteration 22> population: 16, bsize: 64, queue: 61, observed: 1578, best-error: 25.76332981846578 worst-error: 25.971184187561345 SearchModels iteration 23> population: 16, bsize: 64, queue: 57, observed: 1635, best-error: 25.63009472837493 worst-error: 25.85952498585056 SearchModels iteration 24> population: 16, bsize: 64, queue: 61, observed: 1696, best-error: 25.469336684097637 worst-error: 25.81252011391257 SearchModels iteration 25> population: 16, bsize: 64, queue: 60, observed: 1756, best-error: 25.45026585016598 worst-error: 25.685915272013787 SearchModels iteration 26> population: 16, bsize: 64, queue: 58, observed: 1814, best-error: 25.43901657660611 worst-error: 25.560831540765697 SearchModels iteration 27> population: 16, bsize: 64, queue: 55, observed: 1869, best-error: 25.236483699137093 worst-error: 25.491043910257392 SearchModels iteration 28> population: 16, bsize: 64, queue: 63, observed: 1932, best-error: 25.236483699137093 worst-error: 25.46131719678177 SearchModels iteration 29> population: 16, bsize: 64, queue: 58, observed: 1990, best-error: 25.13334610851593 worst-error: 25.38670341374359 SearchModels iteration 30> population: 16, bsize: 64, queue: 61, observed: 2051, best-error: 25.115151426208705 worst-error: 25.313909193842694 SearchModels iteration 31> population: 16, bsize: 64, queue: 60, observed: 2111, best-error: 24.901128187283213 worst-error: 25.221129692755564 SearchModels iteration 32> population: 16, bsize: 64, queue: 59, observed: 2170, best-error: 24.901128187283213 worst-error: 25.158963697835866 SearchModels iteration 33> population: 16, bsize: 64, queue: 56, observed: 2226, best-error: 24.849468036340987 worst-error: 25.041878922274208 SearchModels iteration 34> population: 16, bsize: 64, queue: 59, observed: 2285, best-error: 24.65777472995056 worst-error: 24.95328706372683 SearchModels iteration 35> population: 16, bsize: 64, queue: 60, observed: 2345, best-error: 24.62147217595853 worst-error: 24.898766438899294 SearchModels iteration 36> population: 16, bsize: 64, queue: 57, observed: 2402, best-error: 24.574239458517905 worst-error: 24.814419152185852 SearchModels iteration 37> population: 16, bsize: 64, queue: 59, observed: 2461, best-error: 24.53318533946878 worst-error: 24.73239978908395 SearchModels iteration 38> population: 16, bsize: 64, queue: 58, observed: 2519, best-error: 24.365470983167132 worst-error: 24.621381611523287 SearchModels iteration 39> population: 16, bsize: 64, queue: 59, observed: 2578, best-error: 24.12111722953254 worst-error: 24.496508339297083 SearchModels iteration 40> population: 16, bsize: 64, queue: 56, observed: 2634, best-error: 24.12111722953254 worst-error: 24.3742370115289 SearchModels iteration 41> population: 16, bsize: 64, queue: 60, observed: 2694, best-error: 24.117764429208325 worst-error: 24.26981699859734 SearchModels iteration 42> population: 16, bsize: 64, queue: 56, observed: 2750, best-error: 23.95988256608362 worst-error: 24.18404874426068 SearchModels iteration 43> population: 16, bsize: 64, queue: 60, observed: 2810, best-error: 23.928198816905326 worst-error: 24.13574744371763 SearchModels iteration 44> population: 16, bsize: 64, queue: 60, observed: 2870, best-error: 23.731198979454483 worst-error: 24.02522924933844 SearchModels iteration 45> population: 16, bsize: 64, queue: 56, observed: 2926, best-error: 17.766666982808157 worst-error: 23.733420612645507 SearchModels iteration 46> population: 16, bsize: 64, queue: 59, observed: 2985, best-error: 17.75484026796475 worst-error: 17.92465568841512 SearchModels iteration 47> population: 16, bsize: 64, queue: 56, observed: 3041, best-error: 17.75484026796475 worst-error: 17.807610046037304 SearchModels iteration 48> population: 16, bsize: 64, queue: 58, observed: 3099, best-error: 17.75484026796475 worst-error: 17.78643654347117 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3157, best-error: 17.73246679630173 worst-error: 17.77083115195697 SearchModels iteration 50> population: 16, bsize: 64, queue: 58, observed: 3215, best-error: 17.73246679630173 worst-error: 17.756822358418304 SearchModels iteration 51> population: 16, bsize: 64, queue: 60, observed: 3275, best-error: 17.695679026771202 worst-error: 17.74601019836776 SearchModels iteration 52> population: 16, bsize: 64, queue: 56, observed: 3331, best-error: 17.685241725321593 worst-error: 17.732746716237337 SearchModels iteration 53> population: 16, bsize: 64, queue: 58, observed: 3389, best-error: 17.685241725321593 worst-error: 17.71432230042693 SearchModels iteration 54> population: 16, bsize: 64, queue: 61, observed: 3450, best-error: 17.65148347987098 worst-error: 17.702881272592556 SearchModels iteration 55> population: 16, bsize: 64, queue: 63, observed: 3513, best-error: 17.64015309996973 worst-error: 17.679274164752737 SearchModels iteration 56> population: 16, bsize: 64, queue: 60, observed: 3573, best-error: 17.63154402404883 worst-error: 17.657891807955554 SearchModels iteration 57> population: 16, bsize: 64, queue: 58, observed: 3631, best-error: 17.625848638792547 worst-error: 17.642940931708786 SearchModels iteration 58> population: 16, bsize: 64, queue: 60, observed: 3691, best-error: 17.59299843277742 worst-error: 17.635378033270804 SearchModels iteration 59> population: 16, bsize: 64, queue: 58, observed: 3749, best-error: 17.59299843277742 worst-error: 17.6225553949173 SearchModels iteration 60> population: 16, bsize: 64, queue: 62, observed: 3811, best-error: 17.560564147713965 worst-error: 17.612654021136606 SearchModels iteration 61> population: 16, bsize: 64, queue: 57, observed: 3868, best-error: 17.556040032284177 worst-error: 17.604811324651777 SearchModels iteration 62> population: 16, bsize: 64, queue: 59, observed: 3927, best-error: 17.54965115689491 worst-error: 17.59299843277742 SearchModels iteration 63> population: 16, bsize: 64, queue: 56, observed: 3983, best-error: 17.54816392065159 worst-error: 17.570835429873288 SearchModels iteration 64> population: 16, bsize: 64, queue: 59, observed: 4042, best-error: 17.502427838570494 worst-error: 17.557364302414737 SearchModels iteration 65> population: 16, bsize: 64, queue: 55, observed: 4097, best-error: 17.502427838570494 worst-error: 17.544772345213218 SearchModels iteration 66> population: 16, bsize: 64, queue: 58, observed: 4155, best-error: 17.466155064062757 worst-error: 17.53390663177509 SearchModels iteration 67> population: 16, bsize: 64, queue: 56, observed: 4211, best-error: 17.461508879140233 worst-error: 17.5167791004514 SearchModels iteration 68> population: 16, bsize: 64, queue: 59, observed: 4270, best-error: 17.461508879140233 worst-error: 17.497099994929 SearchModels iteration 69> population: 16, bsize: 64, queue: 61, observed: 4331, best-error: 17.425513688281935 worst-error: 17.478739467743043 SearchModels iteration 70> population: 16, bsize: 64, queue: 57, observed: 4388, best-error: 17.425513688281935 worst-error: 17.468510983034303 SearchModels iteration 71> population: 16, bsize: 64, queue: 61, observed: 4449, best-error: 17.425513688281935 worst-error: 17.458857215225258 SearchModels iteration 72> population: 16, bsize: 64, queue: 59, observed: 4508, best-error: 17.425513688281935 worst-error: 17.444539806407725 SearchModels iteration 73> population: 16, bsize: 64, queue: 58, observed: 4566, best-error: 17.423941850770543 worst-error: 17.437295874551005 SearchModels iteration 74> population: 16, bsize: 64, queue: 61, observed: 4627, best-error: 17.387802355696845 worst-error: 17.432010981907062 SearchModels iteration 75> population: 16, bsize: 64, queue: 59, observed: 4686, best-error: 17.387802355696845 worst-error: 17.423218538935473 SearchModels iteration 76> population: 16, bsize: 64, queue: 61, observed: 4747, best-error: 17.342711568555387 worst-error: 17.409532915518714 SearchModels iteration 77> population: 16, bsize: 64, queue: 60, observed: 4807, best-error: 17.342711568555387 worst-error: 17.393317564495046 SearchModels iteration 78> population: 16, bsize: 64, queue: 59, observed: 4866, best-error: 17.342711568555387 worst-error: 17.37574811080035 SearchModels iteration 79> population: 16, bsize: 64, queue: 57, observed: 4923, best-error: 17.333723176089464 worst-error: 17.364753834971363 SearchModels iteration 80> population: 16, bsize: 64, queue: 59, observed: 4982, best-error: 17.333723176089464 worst-error: 17.356010515798832 SearchModels iteration 81> population: 16, bsize: 64, queue: 61, observed: 5043, best-error: 17.297592356083477 worst-error: 17.347410817362388 SearchModels iteration 82> population: 16, bsize: 64, queue: 58, observed: 5101, best-error: 17.297592356083477 worst-error: 17.339697819462966 SearchModels iteration 83> population: 16, bsize: 64, queue: 57, observed: 5158, best-error: 17.297592356083477 worst-error: 17.320609991498948 SearchModels iteration 84> population: 16, bsize: 64, queue: 59, observed: 5217, best-error: 17.26977576132386 worst-error: 17.31048134698045 SearchModels iteration 85> population: 16, bsize: 64, queue: 58, observed: 5275, best-error: 17.26977576132386 worst-error: 17.300721725341802 SearchModels iteration 86> population: 16, bsize: 64, queue: 58, observed: 5333, best-error: 17.253667786940127 worst-error: 17.28780772070022 SearchModels iteration 87> population: 16, bsize: 64, queue: 60, observed: 5393, best-error: 17.23827422972164 worst-error: 17.274028251879518 SearchModels iteration 88> population: 16, bsize: 64, queue: 60, observed: 5453, best-error: 17.219472297076393 worst-error: 17.258747096288147 SearchModels iteration 89> population: 16, bsize: 64, queue: 55, observed: 5508, best-error: 17.219472297076393 worst-error: 17.250742228406327 SearchModels iteration 90> population: 16, bsize: 64, queue: 59, observed: 5567, best-error: 17.216145934802967 worst-error: 17.242802706333045 SearchModels iteration 91> population: 16, bsize: 64, queue: 59, observed: 5626, best-error: 17.216145934802967 worst-error: 17.23611393686945 SearchModels iteration 92> population: 16, bsize: 64, queue: 58, observed: 5684, best-error: 17.192701196143187 worst-error: 17.227068151443802 SearchModels iteration 93> population: 16, bsize: 64, queue: 59, observed: 5743, best-error: 17.192701196143187 worst-error: 17.215372586478683 SearchModels iteration 94> population: 16, bsize: 64, queue: 56, observed: 5799, best-error: 17.173666353384284 worst-error: 17.204741849506522 SearchModels iteration 95> population: 16, bsize: 64, queue: 58, observed: 5857, best-error: 17.173666353384284 worst-error: 17.19955122399273 SearchModels iteration 96> population: 16, bsize: 64, queue: 57, observed: 5914, best-error: 17.172213564894854 worst-error: 17.191694904860395 SearchModels iteration 97> population: 16, bsize: 64, queue: 62, observed: 5976, best-error: 17.163871082429555 worst-error: 17.18088998386327 SearchModels iteration 98> population: 16, bsize: 64, queue: 63, observed: 6039, best-error: 17.128941178579193 worst-error: 17.172372614967113 SearchModels iteration 99> population: 16, bsize: 64, queue: 60, observed: 6099, best-error: 17.12263884304827 worst-error: 17.165459835473257 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.8210095666101476, 0.4574728052908482, 0.6530124115568015, 0.5711030109709906, 0.7072327572628226] 1 => ([0.9567024119960861, 0.2697254679191219, 0.34195158958106386, 0.5736508569160992, 0.7115245446908112] => 17.12263884304827) 2 => ([0.9559807757556786, 0.2680690132169859, 0.34161998997649423, 0.5736508569115819, 0.7115245446912846] => 17.127918774720847) 3 => ([0.9567024119960861, 0.26705491873180387, 0.34195158958106386, 0.5736508569160992, 0.7115245446908112] => 17.12887637816707) 4 => ([0.9567024119960861, 0.26702821323993065, 0.34195158958106386, 0.5736508569160992, 0.7115245446908112] => 17.128941178579193) 5 => ([0.9552591395152711, 0.2677611858544455, 0.34128839037192454, 0.5736508569070647, 0.7115245446917581] => 17.13059707719705) 6 => ([0.9554059515140951, 0.26750899837176345, 0.341864034582525, 0.5736508568927603, 0.7115245446932573] => 17.13162739899494) 7 => ([0.9552591395152711, 0.2664125585148499, 0.34128839037192454, 0.5736508569070647, 0.7115245446917581] => 17.133865383912866) 8 => ([0.9554059515140951, 0.26616037103216783, 0.341864034582525, 0.5736508568927603, 0.7115245446932573] => 17.134918606322774) 9 => ([0.9542270497215128, 0.2675773074793168, 0.34199806357382373, 0.5736508569124603, 0.7115245446911925] => 17.135595589254063) 10 => ([0.9544939143702103, 0.2668366613073289, 0.34181060415437575, 0.5736508569070647, 0.7115245446917581] => 17.136007918120026) 11 => ([0.9544877326314276, 0.2689846309680876, 0.34346386764255843, 0.573650856910578, 0.7115245446913898] => 17.14058008664311) 12 => ([0.9538158670344561, 0.26579690378976917, 0.3406251911627852, 0.5736508568980303, 0.711524544692705] => 17.140742812366156) 13 => ([0.9541094910321041, 0.26529252882440496, 0.3417764795839862, 0.5736508568694214, 0.7115245446957035] => 17.14099667284977) 14 => ([0.9535473418857852, 0.26583835677544276, 0.34182471112481505, 0.5736508569039905, 0.7115245446920803] => 17.14151867727535) 15 => ([0.9567024119960861, 0.26702821323993065, 0.338565930278281, 0.5736508569160992, 0.7115245446908112] => 17.14155442378144) Test Summary: | Total Time SearchModels.jl | 0 5.8s ===== 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: 167, observed: 1136, best-error: 0.40000000000000063 worst-error: 8.099999999999998 SearchModels iteration 2> population: 16, bsize: 32, queue: 162, observed: 1298, best-error: 0.40000000000000063 worst-error: 2.3481250000000005 SearchModels iteration 3> population: 16, bsize: 32, queue: 140, observed: 1438, best-error: 0.40000000000000063 worst-error: 1.0 SearchModels iteration 4> population: 16, bsize: 32, queue: 156, observed: 1594, best-error: 0.34750244140624986 worst-error: 0.6231249999999967 SearchModels iteration 5> population: 16, bsize: 32, queue: 149, observed: 1743, best-error: 0.34750244140624986 worst-error: 0.4384765625 SearchModels iteration 6> population: 16, bsize: 32, queue: 129, observed: 1872, best-error: 0.34308945655822753 worst-error: 0.3751586914062501 SearchModels iteration 7> population: 16, bsize: 32, queue: 133, observed: 2005, best-error: 0.3422096252441406 worst-error: 0.35558304786682127 SearchModels iteration 8> population: 16, bsize: 32, queue: 144, observed: 2149, best-error: 0.34156968116760256 worst-error: 0.3487801576033234 SearchModels iteration 9> population: 16, bsize: 32, queue: 132, observed: 2281, best-error: 0.33786392211914057 worst-error: 0.344354155100882 SearchModels iteration 10> population: 16, bsize: 32, queue: 135, observed: 2416, best-error: 0.33786392211914057 worst-error: 0.341980493592564 SearchModels iteration 11> population: 16, bsize: 32, queue: 125, observed: 2541, best-error: 0.33786392211914057 worst-error: 0.3398633867502212 SearchModels iteration 12> population: 16, bsize: 32, queue: 140, observed: 2681, best-error: 0.33786392211914057 worst-error: 0.33883602265268564 SearchModels iteration 13> population: 16, bsize: 32, queue: 122, observed: 2803, best-error: 0.33786392211914057 worst-error: 0.3382910988667571 SearchModels iteration 14> population: 16, bsize: 32, queue: 99, observed: 2902, best-error: 0.33786392211914057 worst-error: 0.3380755648692229 SearchModels iteration 15> population: 16, bsize: 32, queue: 88, observed: 2990, best-error: 0.33786392211914057 worst-error: 0.3379587173461913 SearchModels iteration 16> population: 16, bsize: 32, queue: 88, observed: 3078, best-error: 0.33786392211914057 worst-error: 0.33790664672851556 SearchModels iteration 17> population: 16, bsize: 32, queue: 78, observed: 3156, best-error: 0.33786392211914057 worst-error: 0.3378870487213134 SearchModels iteration 18> population: 16, bsize: 32, queue: 67, observed: 3223, best-error: 0.33786392211914057 worst-error: 0.33788014948368067 SearchModels iteration 19> population: 16, bsize: 32, queue: 75, observed: 3298, best-error: 0.33786392211914057 worst-error: 0.337873707152903 SearchModels iteration 20> population: 16, bsize: 32, queue: 80, observed: 3378, best-error: 0.33786392211914057 worst-error: 0.33787079402245573 SearchModels iteration 21> population: 16, bsize: 32, queue: 79, observed: 3457, best-error: 0.33786392211914057 worst-error: 0.33786858618259424 SearchModels iteration 22> population: 16, bsize: 32, queue: 73, observed: 3530, best-error: 0.33786392211914057 worst-error: 0.3378668988734716 SearchModels iteration 23> population: 16, bsize: 32, queue: 67, observed: 3597, best-error: 0.33786392211914057 worst-error: 0.3378658133093267 SearchModels iteration 24> population: 16, bsize: 32, queue: 82, observed: 3679, best-error: 0.33786392211914057 worst-error: 0.3378652360532214 SearchModels iteration 25> population: 16, bsize: 32, queue: 75, observed: 3754, best-error: 0.33786392211914057 worst-error: 0.33786482309515115 SearchModels iteration 26> population: 16, bsize: 32, queue: 96, observed: 3850, best-error: 0.33786392211914057 worst-error: 0.33786446438170964 SearchModels iteration 27> population: 16, bsize: 32, queue: 87, observed: 3937, best-error: 0.33786392211914057 worst-error: 0.3378642240125941 SearchModels iteration 28> population: 16, bsize: 32, queue: 93, observed: 4030, best-error: 0.33786392211914057 worst-error: 0.3378640869503669 SearchModels> stop by convergence error=(0.41875000000000007, 0.1749985694885254) => 0.33786402290661494, iter=29 (of 300) 1 => ((0.41875000000000007, 0.17500000000000002) => 0.33786392211914057) 2 => ((0.41875000000000007, 0.1749992847442627) => 0.3378639724617187) 3 => ((0.41875000000000007, 0.1749991834163666) => 0.33786397960185816) 4 => ((0.41875000000000007, 0.1749991774559021) => 0.3378639800219303) 5 => ((0.41875000000000007, 0.1749990463256836) => 0.3378639892653154) 6 => ((0.41875000000000007, 0.17499896287918093) => 0.3378639951492601) 7 => ((0.41875000000000007, 0.174998939037323) => 0.33786399683064294) 8 => ((0.41875000000000007, 0.17499890327453616) => 0.3378639993529304) 9 => ((0.41875000000000007, 0.17499887943267822) => 0.33786400103459746) 10 => ((0.41875000000000007, 0.1749988317489624) => 0.3378640043982727) 11 => ((0.41875000000000007, 0.17499872446060183) => 0.33786401196820454) 12 => ((0.41875000000000007, 0.1749987065792084) => 0.3378640132300837) 13 => ((0.41875000000000007, 0.1749987006187439) => 0.33786401365072427) 14 => ((0.41875000000000007, 0.1749986231327057) => 0.33786401911969854) 15 => ((0.41875000000000007, 0.17499861717224122) => 0.3378640195404386) ===== 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: 166, observed: 1128, best-error: 0.8000000000000003 worst-error: 20.000000000000007 SearchModels iteration 2> population: 16, bsize: 32, queue: 149, observed: 1277, best-error: 0.20000000000000115 worst-error: 1.7000000000000004 SearchModels iteration 3> population: 16, bsize: 32, queue: 170, observed: 1447, best-error: 0.0999999999999996 worst-error: 0.4981249999999997 SearchModels iteration 4> population: 16, bsize: 32, queue: 167, observed: 1614, best-error: 0.09062499999999997 worst-error: 0.25289306640625014 SearchModels iteration 5> population: 16, bsize: 32, queue: 171, observed: 1785, best-error: 0.0850024414062499 worst-error: 0.18249999999999963 SearchModels iteration 6> population: 16, bsize: 32, queue: 175, observed: 1960, best-error: 0.056955718994140564 worst-error: 0.10797119140624996 SearchModels iteration 7> population: 16, bsize: 32, queue: 186, observed: 2146, best-error: 0.056955718994140564 worst-error: 0.08997002661228118 SearchModels iteration 8> population: 16, bsize: 32, queue: 179, observed: 2325, best-error: 0.055670414566993676 worst-error: 0.07693754974752665 SearchModels iteration 9> population: 16, bsize: 32, queue: 183, observed: 2508, best-error: 0.055670414566993676 worst-error: 0.06775923200184478 SearchModels iteration 10> population: 16, bsize: 32, queue: 173, observed: 2681, best-error: 0.055670414566993676 worst-error: 0.060754562395159147 SearchModels iteration 11> population: 16, bsize: 32, queue: 180, observed: 2861, best-error: 0.055291898774448754 worst-error: 0.05784223321825269 SearchModels iteration 12> population: 16, bsize: 32, queue: 172, observed: 3033, best-error: 0.054131906072143486 worst-error: 0.05618550111787037 SearchModels iteration 13> population: 16, bsize: 32, queue: 172, observed: 3205, best-error: 0.054131906072143486 worst-error: 0.055285541939083485 SearchModels iteration 14> population: 16, bsize: 32, queue: 158, observed: 3363, best-error: 0.05405616346979513 worst-error: 0.054603367485105976 SearchModels iteration 15> population: 16, bsize: 32, queue: 145, observed: 3508, best-error: 0.05401995364809409 worst-error: 0.05431607082966366 SearchModels iteration 16> population: 16, bsize: 32, queue: 132, observed: 3640, best-error: 0.05401995364809409 worst-error: 0.05412663630587359 SearchModels iteration 17> population: 16, bsize: 32, queue: 114, observed: 3754, best-error: 0.05401995364809409 worst-error: 0.054050523380283266 SearchModels iteration 18> population: 16, bsize: 32, queue: 98, observed: 3852, best-error: 0.05401995364809409 worst-error: 0.054022719676140696 SearchModels iteration 19> population: 16, bsize: 32, queue: 114, observed: 3966, best-error: 0.05401993269333616 worst-error: 0.05402015900472179 SearchModels iteration 20> population: 16, bsize: 32, queue: 105, observed: 4071, best-error: 0.05401992821134627 worst-error: 0.05401994480052963 SearchModels> stop by convergence error=(0.767578125, 0.5891796112060548) => 0.05401992915722076, iter=21 (of 300) 1 => ((0.767578125, 0.5891761779785156) => 0.054019927978515625) 2 => ((0.767578125, 0.5891757965087892) => 0.05401992799306754) 3 => ((0.767578125, 0.5891765594482422) => 0.05401992799306754) 4 => ((0.767578125, 0.5891765594482423) => 0.05401992799306754) 5 => ((0.767578125, 0.5891769409179688) => 0.054019928036723286) 6 => ((0.767578125, 0.5891746520996094) => 0.05401992821134627) 7 => ((0.767578125, 0.5891746520996095) => 0.05401992821134627) 8 => ((0.767578125, 0.5891742706298828) => 0.054019928342313506) 9 => ((0.767578125, 0.589178466796875) => 0.05401992850238457) 10 => ((0.767578125, 0.5891738891601563) => 0.05401992850238457) 11 => ((0.767578125, 0.5891788482666016) => 0.05401992869155947) 12 => ((0.767578125, 0.5891792297363282) => 0.0540199289098382) 13 => ((0.767578125, 0.5891792297363281) => 0.0540199289098382) 14 => ((0.767578125, 0.5891792297363283) => 0.0540199289098382) 15 => ((0.767578125, 0.5891796112060547) => 0.05401992915722076) Test Summary: | Total Time SearchModels.jl | 0 2.0s Testing SearchModels tests passed Testing completed after 26.98s PkgEval succeeded after 61.41s