Package evaluation to test SearchModels on Julia 1.14.0-DEV.1826 (44c835795b*) started at 2026-03-02T12:20:07.693 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 13.9s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [0e966ebe] + SearchModels v0.5.0 Updating `~/.julia/environments/v1.14/Manifest.toml` [34da2185] + Compat v4.18.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [ffbed154] + DocStringExtensions v0.9.5 [92d709cd] + IrrationalConstants v0.2.6 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [0e966ebe] + SearchModels v0.5.0 [a2af1166] + SortingAlgorithms v1.2.2 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.13.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [d6f4376e] + Markdown v1.11.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.30+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.15.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 1.51s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 3065.8 ms ✓ SearchModels 1 dependency successfully precompiled in 3 seconds. 30 already precompiled. Precompilation completed after 22.1s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_fM3Abz/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_fM3Abz/Manifest.toml` [34da2185] Compat v4.18.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.5 [92d709cd] IrrationalConstants v0.2.6 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.1 [0e966ebe] SearchModels v0.5.0 [a2af1166] SortingAlgorithms v1.2.2 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.13.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [fa267f1f] TOML v1.0.3 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [4536629a] OpenBLAS_jll v0.3.30+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.15.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... SearchModels> search params iter=0, initialpopulation=300, maxpopulation=16, bsize=64, mutbsize=32, crossbsize=32 SearchModels iteration 1> population: 16, bsize: 64, queue: 57, observed: 357, best-error: 44609.52356261922 worst-error: 130645.86629494837 SearchModels iteration 2> population: 16, bsize: 64, queue: 59, observed: 416, best-error: 42713.83712221532 worst-error: 76513.2978864474 SearchModels iteration 3> population: 16, bsize: 64, queue: 53, observed: 469, best-error: 27151.063398745708 worst-error: 52105.508481503064 SearchModels iteration 4> population: 16, bsize: 64, queue: 55, observed: 524, best-error: 16995.77884880395 worst-error: 39069.52037328215 SearchModels iteration 5> population: 16, bsize: 64, queue: 52, observed: 576, best-error: 8697.514838798888 worst-error: 22313.404208137585 SearchModels iteration 6> population: 16, bsize: 64, queue: 55, observed: 631, best-error: 8083.096101345149 worst-error: 14687.948215445615 SearchModels iteration 7> population: 16, bsize: 64, queue: 57, observed: 688, best-error: 3734.1210508169606 worst-error: 9469.986493639963 SearchModels iteration 8> population: 16, bsize: 64, queue: 58, observed: 746, best-error: 285.0848648248416 worst-error: 4603.081299402146 SearchModels iteration 9> population: 16, bsize: 64, queue: 57, observed: 803, best-error: 285.0848648248416 worst-error: 2138.425045347465 SearchModels iteration 10> population: 16, bsize: 64, queue: 59, observed: 862, best-error: 270.80473454205503 worst-error: 787.5515215327872 SearchModels iteration 11> population: 16, bsize: 64, queue: 56, observed: 918, best-error: 183.24129824046315 worst-error: 299.6704701478488 SearchModels iteration 12> population: 16, bsize: 64, queue: 58, observed: 976, best-error: 36.3928063768966 worst-error: 215.29196837532504 SearchModels iteration 13> population: 16, bsize: 64, queue: 61, observed: 1037, best-error: 32.03796466383947 worst-error: 72.59010269693981 SearchModels iteration 14> population: 16, bsize: 64, queue: 58, observed: 1095, best-error: 32.03796466383947 worst-error: 37.847271862886025 SearchModels iteration 15> population: 16, bsize: 64, queue: 57, observed: 1152, best-error: 31.411572354678782 worst-error: 33.8825354683424 SearchModels iteration 16> population: 16, bsize: 64, queue: 62, observed: 1214, best-error: 30.829749427848874 worst-error: 32.33708978672528 SearchModels iteration 17> population: 16, bsize: 64, queue: 60, observed: 1274, best-error: 30.829749427848874 worst-error: 31.73949268214827 SearchModels iteration 18> population: 16, bsize: 64, queue: 60, observed: 1334, best-error: 29.96940166280334 worst-error: 31.30800089311291 SearchModels iteration 19> population: 16, bsize: 64, queue: 55, observed: 1389, best-error: 29.96940166280334 worst-error: 31.136039309518978 SearchModels iteration 20> population: 16, bsize: 64, queue: 59, observed: 1448, best-error: 29.69639505441037 worst-error: 30.8041701919323 SearchModels iteration 21> population: 16, bsize: 64, queue: 59, observed: 1507, best-error: 29.69639505441037 worst-error: 30.296291805906982 SearchModels iteration 22> population: 16, bsize: 64, queue: 59, observed: 1566, best-error: 28.75769681780112 worst-error: 29.985770272130285 SearchModels iteration 23> population: 16, bsize: 64, queue: 62, observed: 1628, best-error: 28.581780466680677 worst-error: 29.71408913600333 SearchModels iteration 24> population: 16, bsize: 64, queue: 58, observed: 1686, best-error: 28.581780466680677 worst-error: 29.306586447111787 SearchModels iteration 25> population: 16, bsize: 64, queue: 56, observed: 1742, best-error: 28.581780466680677 worst-error: 28.979371248975756 SearchModels iteration 26> population: 16, bsize: 64, queue: 60, observed: 1802, best-error: 28.558806825192946 worst-error: 28.715229120293834 SearchModels iteration 27> population: 16, bsize: 64, queue: 54, observed: 1856, best-error: 28.14787554070989 worst-error: 28.603187127167494 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1914, best-error: 28.14787554070989 worst-error: 28.47343143441402 SearchModels iteration 29> population: 16, bsize: 64, queue: 57, observed: 1971, best-error: 28.137471739007164 worst-error: 28.273655485753473 SearchModels iteration 30> population: 16, bsize: 64, queue: 56, observed: 2027, best-error: 28.09798600063447 worst-error: 28.203583348345358 SearchModels iteration 31> population: 16, bsize: 64, queue: 62, observed: 2089, best-error: 28.00027545061371 worst-error: 28.157049394420497 SearchModels iteration 32> population: 16, bsize: 64, queue: 61, observed: 2150, best-error: 27.948427978941435 worst-error: 28.10528273994867 SearchModels iteration 33> population: 16, bsize: 64, queue: 59, observed: 2209, best-error: 27.913198601228974 worst-error: 28.00682007284038 SearchModels iteration 34> population: 16, bsize: 64, queue: 59, observed: 2268, best-error: 27.913198601228974 worst-error: 27.971546812573262 SearchModels iteration 35> population: 16, bsize: 64, queue: 58, observed: 2326, best-error: 27.913198601228974 worst-error: 27.948684772892854 SearchModels iteration 36> population: 16, bsize: 64, queue: 56, observed: 2382, best-error: 27.91204892029787 worst-error: 27.933199995007072 SearchModels iteration 37> population: 16, bsize: 64, queue: 58, observed: 2440, best-error: 27.844149442120482 worst-error: 27.926409070317046 SearchModels iteration 38> population: 16, bsize: 64, queue: 57, observed: 2497, best-error: 27.844149442120482 worst-error: 27.9165775892551 SearchModels iteration 39> population: 16, bsize: 64, queue: 58, observed: 2555, best-error: 27.844149442120482 worst-error: 27.9109461331295 SearchModels iteration 40> population: 16, bsize: 64, queue: 60, observed: 2615, best-error: 27.844149442120482 worst-error: 27.87671112743094 SearchModels iteration 41> population: 16, bsize: 64, queue: 55, observed: 2670, best-error: 27.844149442120482 worst-error: 27.860022130908174 SearchModels iteration 42> population: 16, bsize: 64, queue: 59, observed: 2729, best-error: 27.78797143578784 worst-error: 27.851521609048866 SearchModels iteration 43> population: 16, bsize: 64, queue: 61, observed: 2790, best-error: 27.786283463529966 worst-error: 27.81900487916944 SearchModels iteration 44> population: 16, bsize: 64, queue: 60, observed: 2850, best-error: 27.732916323793354 worst-error: 27.796360934056732 SearchModels iteration 45> population: 16, bsize: 64, queue: 55, observed: 2905, best-error: 27.732916323793354 worst-error: 27.782605187249665 SearchModels iteration 46> population: 16, bsize: 64, queue: 56, observed: 2961, best-error: 27.71818619138537 worst-error: 27.753879783350904 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3019, best-error: 27.7148467741464 worst-error: 27.73661382505888 SearchModels iteration 48> population: 16, bsize: 64, queue: 63, observed: 3082, best-error: 27.67624083625775 worst-error: 27.72339806895263 SearchModels iteration 49> population: 16, bsize: 64, queue: 59, observed: 3141, best-error: 27.64220029068112 worst-error: 27.702925542505696 SearchModels iteration 50> population: 16, bsize: 64, queue: 60, observed: 3201, best-error: 27.64220029068112 worst-error: 27.67581237891619 SearchModels iteration 51> population: 16, bsize: 64, queue: 55, observed: 3256, best-error: 27.64220029068112 worst-error: 27.66129480680897 SearchModels iteration 52> population: 16, bsize: 64, queue: 58, observed: 3314, best-error: 27.604404122326994 worst-error: 27.65337915040567 SearchModels iteration 53> population: 16, bsize: 64, queue: 62, observed: 3376, best-error: 27.604404122326994 worst-error: 27.64220029068112 SearchModels iteration 54> population: 16, bsize: 64, queue: 57, observed: 3433, best-error: 27.604404122326994 worst-error: 27.62451525975316 SearchModels iteration 55> population: 16, bsize: 64, queue: 57, observed: 3490, best-error: 27.57900438717443 worst-error: 27.61452676376622 SearchModels iteration 56> population: 16, bsize: 64, queue: 58, observed: 3548, best-error: 27.57438627821292 worst-error: 27.609922352153415 SearchModels iteration 57> population: 16, bsize: 64, queue: 59, observed: 3607, best-error: 27.566445877418968 worst-error: 27.591935554566223 SearchModels iteration 58> population: 16, bsize: 64, queue: 54, observed: 3661, best-error: 27.543886542112148 worst-error: 27.5788445754951 SearchModels iteration 59> population: 16, bsize: 64, queue: 57, observed: 3718, best-error: 27.535128845046465 worst-error: 27.570572665085923 SearchModels iteration 60> population: 16, bsize: 64, queue: 57, observed: 3775, best-error: 27.533933364394844 worst-error: 27.55451238428022 SearchModels iteration 61> population: 16, bsize: 64, queue: 58, observed: 3833, best-error: 27.506599304966937 worst-error: 27.543886542112148 SearchModels iteration 62> population: 16, bsize: 64, queue: 58, observed: 3891, best-error: 27.506599304966937 worst-error: 27.532570691214637 SearchModels iteration 63> population: 16, bsize: 64, queue: 60, observed: 3951, best-error: 27.503021860767713 worst-error: 27.513288388339344 SearchModels iteration 64> population: 16, bsize: 64, queue: 56, observed: 4007, best-error: 27.49612894538621 worst-error: 27.50783431965011 SearchModels iteration 65> population: 16, bsize: 64, queue: 61, observed: 4068, best-error: 27.475151064032648 worst-error: 27.503021860767713 SearchModels iteration 66> population: 16, bsize: 64, queue: 57, observed: 4125, best-error: 27.465431813847864 worst-error: 27.49126778092232 SearchModels iteration 67> population: 16, bsize: 64, queue: 55, observed: 4180, best-error: 27.465431813847864 worst-error: 27.483036656179483 SearchModels iteration 68> population: 16, bsize: 64, queue: 59, observed: 4239, best-error: 27.457822866515507 worst-error: 27.477022161932677 SearchModels iteration 69> population: 16, bsize: 64, queue: 58, observed: 4297, best-error: 27.457822866515507 worst-error: 27.472525550116277 SearchModels iteration 70> population: 16, bsize: 64, queue: 59, observed: 4356, best-error: 27.44410779521295 worst-error: 27.46402649066308 SearchModels iteration 71> population: 16, bsize: 64, queue: 58, observed: 4414, best-error: 27.44410779521295 worst-error: 27.460491894708813 SearchModels iteration 72> population: 16, bsize: 64, queue: 58, observed: 4472, best-error: 27.407638901223706 worst-error: 27.450620473902248 SearchModels iteration 73> population: 16, bsize: 64, queue: 56, observed: 4528, best-error: 27.407638901223706 worst-error: 27.444048004020413 SearchModels iteration 74> population: 16, bsize: 64, queue: 55, observed: 4583, best-error: 27.40685351430686 worst-error: 27.42905211691708 SearchModels iteration 75> population: 16, bsize: 64, queue: 58, observed: 4641, best-error: 27.40685351430686 worst-error: 27.42059229826816 SearchModels iteration 76> population: 16, bsize: 64, queue: 59, observed: 4700, best-error: 27.40685351430686 worst-error: 27.41520230848804 SearchModels iteration 77> population: 16, bsize: 64, queue: 59, observed: 4759, best-error: 27.392888008895902 worst-error: 27.410717617785238 SearchModels iteration 78> population: 16, bsize: 64, queue: 59, observed: 4818, best-error: 27.389688203842834 worst-error: 27.40491940337068 SearchModels iteration 79> population: 16, bsize: 64, queue: 55, observed: 4873, best-error: 27.376950831120286 worst-error: 27.39864826712748 SearchModels iteration 80> population: 16, bsize: 64, queue: 58, observed: 4931, best-error: 27.37182939752686 worst-error: 27.393005280408822 SearchModels iteration 81> population: 16, bsize: 64, queue: 58, observed: 4989, best-error: 27.362955334144367 worst-error: 27.38238133259892 SearchModels iteration 82> population: 16, bsize: 64, queue: 57, observed: 5046, best-error: 27.352034014785225 worst-error: 27.375397853745127 SearchModels iteration 83> population: 16, bsize: 64, queue: 62, observed: 5108, best-error: 27.352034014785225 worst-error: 27.365276411715158 SearchModels iteration 84> population: 16, bsize: 64, queue: 57, observed: 5165, best-error: 27.351714763310156 worst-error: 27.35725041878127 SearchModels iteration 85> population: 16, bsize: 64, queue: 60, observed: 5225, best-error: 27.3344543694177 worst-error: 27.353263246317493 SearchModels iteration 86> population: 16, bsize: 64, queue: 58, observed: 5283, best-error: 27.327414628511857 worst-error: 27.349528316696674 SearchModels iteration 87> population: 16, bsize: 64, queue: 59, observed: 5342, best-error: 27.321534673309298 worst-error: 27.34169911420329 SearchModels iteration 88> population: 16, bsize: 64, queue: 57, observed: 5399, best-error: 27.31360041089486 worst-error: 27.334310797221594 SearchModels iteration 89> population: 16, bsize: 64, queue: 60, observed: 5459, best-error: 27.306339704844287 worst-error: 27.32718051345209 SearchModels iteration 90> population: 16, bsize: 64, queue: 59, observed: 5518, best-error: 27.306339704844287 worst-error: 27.321281873999776 SearchModels iteration 91> population: 16, bsize: 64, queue: 60, observed: 5578, best-error: 27.30127114237935 worst-error: 27.31503997410275 SearchModels iteration 92> population: 16, bsize: 64, queue: 58, observed: 5636, best-error: 27.295508118711105 worst-error: 27.310052981048504 SearchModels iteration 93> population: 16, bsize: 64, queue: 56, observed: 5692, best-error: 27.287770133396048 worst-error: 27.30491131995916 SearchModels iteration 94> population: 16, bsize: 64, queue: 60, observed: 5752, best-error: 27.275148054251247 worst-error: 27.296276704828998 SearchModels iteration 95> population: 16, bsize: 64, queue: 57, observed: 5809, best-error: 27.275148054251247 worst-error: 27.286986847265347 SearchModels iteration 96> population: 16, bsize: 64, queue: 56, observed: 5865, best-error: 27.273954013142447 worst-error: 27.282534583344546 SearchModels iteration 97> population: 16, bsize: 64, queue: 56, observed: 5921, best-error: 27.27310200840533 worst-error: 27.277334514174967 SearchModels iteration 98> population: 16, bsize: 64, queue: 60, observed: 5981, best-error: 27.256737286315 worst-error: 27.274837486660847 SearchModels iteration 99> population: 16, bsize: 64, queue: 58, observed: 6039, best-error: 27.256737286315 worst-error: 27.27310200840533 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.14156295817071174, 0.0834444263879377, 0.10645752565420086, 0.9574707995356586, 0.09313941621876265] 1 => ([-0.5482051525148396, 1.5844992651799725, -0.12675250396766233, 0.9327354679570479, 0.09652419802557449] => 27.238178418450104) 2 => ([-0.5510579255734079, 1.5878976293964175, -0.12606388153640505, 0.9327354679578419, 0.09652419802571355] => 27.248050973442364) 3 => ([-0.5510021175786907, 1.5844992651799725, -0.1254975286808538, 0.9327354679570479, 0.09652419802557449] => 27.248157590980355) 4 => ([-0.553687204039988, 1.5844992651799725, -0.1254975286808538, 0.9327354679570479, 0.09652419802557449] => 27.256737286315) 5 => ([-0.5538174879217892, 1.58779238444713, -0.12563132157255297, 0.9327354679570571, 0.0965241980255761] => 27.257626089519814) 6 => ([-0.5531732529806102, 1.5935468447740186, -0.12616260447530023, 0.9327354679582582, 0.09652419802578643] => 27.25801724951586) 7 => ([-0.5510021175786907, 1.6003442578317724, -0.1254975286808538, 0.9327354679570479, 0.09652419802557449] => 27.258896660705595) 8 => ([-0.5539477718035904, 1.5910855037142873, -0.12576511446425215, 0.9327354679570663, 0.09652419802557771] => 27.25932051838915) 9 => ([-0.5549319220272246, 1.5819363147776078, -0.12563822680479572, 0.9327354679573668, 0.09652419802563035] => 27.260196073869587) 10 => ([-0.5552328035223646, 1.5871945063736126, -0.12580332723574564, 0.9327354679572366, 0.09652419802560754] => 27.26161092005075) 11 => ([-0.5552299552790341, 1.5867581159972735, -0.12563132157255297, 0.9327354679570571, 0.0965241980255761] => 27.261815670184873) 12 => ([-0.5551924897908271, 1.5885225533119223, -0.12590581258819408, 0.9327354679573853, 0.09652419802563358] => 27.26182186663394) 13 => ([-0.5552581383163662, 1.5894915665553524, -0.1259144980003286, 0.9327354679574541, 0.09652419802564563] => 27.262456967849158) 14 => ([-0.5553602391608352, 1.590051235264431, -0.12576511446425215, 0.9327354679570663, 0.09652419802557771] => 27.263293856352323) 15 => ([-0.5561766400144613, 1.5793733643752428, -0.12577892492873766, 0.9327354679576858, 0.09652419802568621] => 27.26420461040075) Test Summary: | Total Time SearchModels.jl | 0 7.5s ===== 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: 1132, best-error: 0.4999999999999982 worst-error: 12.500000000000007 SearchModels iteration 2> population: 16, bsize: 32, queue: 147, observed: 1279, best-error: 0.10000000000000016 worst-error: 3.248125000000001 SearchModels iteration 3> population: 16, bsize: 32, queue: 155, observed: 1434, best-error: 0.10000000000000016 worst-error: 1.3369140625 SearchModels iteration 4> population: 16, bsize: 32, queue: 164, observed: 1598, best-error: 0.10000000000000016 worst-error: 0.4999999999999999 SearchModels iteration 5> population: 16, bsize: 32, queue: 163, observed: 1761, best-error: 0.10000000000000016 worst-error: 0.29937744140625033 SearchModels iteration 6> population: 16, bsize: 32, queue: 162, observed: 1923, best-error: 0.10000000000000016 worst-error: 0.20564224243164025 SearchModels iteration 7> population: 16, bsize: 32, queue: 167, observed: 2090, best-error: 0.10000000000000016 worst-error: 0.16641616821289062 SearchModels iteration 8> population: 16, bsize: 32, queue: 144, observed: 2234, best-error: 0.10000000000000016 worst-error: 0.14444351196289068 SearchModels iteration 9> population: 16, bsize: 32, queue: 137, observed: 2371, best-error: 0.10000000000000016 worst-error: 0.12269844114780419 SearchModels iteration 10> population: 16, bsize: 32, queue: 161, observed: 2532, best-error: 0.10000000000000016 worst-error: 0.11312693655490869 SearchModels iteration 11> population: 16, bsize: 32, queue: 148, observed: 2680, best-error: 0.10000000000000016 worst-error: 0.10736123863607652 SearchModels iteration 12> population: 16, bsize: 32, queue: 146, observed: 2826, best-error: 0.09333041552454238 worst-error: 0.10218692839145686 SearchModels iteration 13> population: 16, bsize: 32, queue: 160, observed: 2986, best-error: 0.09333041552454238 worst-error: 0.09748506435673339 SearchModels iteration 14> population: 16, bsize: 32, queue: 155, observed: 3141, best-error: 0.09333041552454238 worst-error: 0.09542228322708997 SearchModels iteration 15> population: 16, bsize: 32, queue: 171, observed: 3312, best-error: 0.09333041552454238 worst-error: 0.09447395552037963 SearchModels iteration 16> population: 16, bsize: 32, queue: 154, observed: 3466, best-error: 0.09332452360540633 worst-error: 0.09377370939095334 SearchModels iteration 17> population: 16, bsize: 32, queue: 166, observed: 3632, best-error: 0.09332279805094008 worst-error: 0.09354710821608818 SearchModels iteration 18> population: 16, bsize: 32, queue: 142, observed: 3774, best-error: 0.09332279805094008 worst-error: 0.09339690355996111 SearchModels iteration 19> population: 16, bsize: 32, queue: 108, observed: 3882, best-error: 0.09331150054931645 worst-error: 0.09332520142197613 SearchModels iteration 20> population: 16, bsize: 32, queue: 105, observed: 3987, best-error: 0.09331150054931645 worst-error: 0.09331237766891722 SearchModels iteration 21> population: 16, bsize: 32, queue: 99, observed: 4086, best-error: 0.09331115722889084 worst-error: 0.09331177235580984 SearchModels iteration 22> population: 16, bsize: 32, queue: 72, observed: 4158, best-error: 0.09331115722889084 worst-error: 0.09331115911772944 SearchModels> stop by convergence error=(0.6945312499999999, 0.4823722839355469) => 0.09331115741515536, iter=23 (of 300) 1 => ((0.6945312499999999, 0.48237361907958987) => 0.09331115722670806) 2 => ((0.6945312499999999, 0.4823738098144531) => 0.09331115722889084) 3 => ((0.6945312499999999, 0.4823734283447266) => 0.09331115723180122) 4 => ((0.6945312499999999, 0.4823740005493164) => 0.0933111572383496) 5 => ((0.6945312499999999, 0.4823732376098633) => 0.09331115724417036) 6 => ((0.6945312499999999, 0.4823741912841797) => 0.09331115725508429) 7 => ((0.6945312499999999, 0.48237304687500004) => 0.09331115726381545) 8 => ((0.6945312499999999, 0.482373046875) => 0.09331115726381545) 9 => ((0.6945312499999999, 0.4823743820190429) => 0.09331115727909495) 10 => ((0.6945312499999999, 0.482374382019043) => 0.09331115727909495) 11 => ((0.6945312499999999, 0.48237285614013675) => 0.09331115729073648) 12 => ((0.6945312499999999, 0.48237457275390627) => 0.09331115731038157) 13 => ((0.6945312499999999, 0.48237266540527346) => 0.09331115732493349) 14 => ((0.6945312499999999, 0.4823747634887695) => 0.09331115734894414) 15 => ((0.6945312499999999, 0.4823749542236328) => 0.09331115739478268) ===== 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: 175, observed: 1144, best-error: 3.700000000000006 worst-error: 32.5 SearchModels iteration 2> population: 16, bsize: 32, queue: 175, observed: 1319, best-error: 0.31999999999999984 worst-error: 4.798125 SearchModels iteration 3> population: 16, bsize: 32, queue: 174, observed: 1493, best-error: 0.02312500000000017 worst-error: 2.0462890624999996 SearchModels iteration 4> population: 16, bsize: 32, queue: 184, observed: 1677, best-error: 0.023010253906249636 worst-error: 0.47320556640625 SearchModels iteration 5> population: 16, bsize: 32, queue: 176, observed: 1853, best-error: 0.023010253906249636 worst-error: 0.10566406249999998 SearchModels iteration 6> population: 16, bsize: 32, queue: 178, observed: 2031, best-error: 0.023010253906249636 worst-error: 0.04476029396057127 SearchModels iteration 7> population: 16, bsize: 32, queue: 167, observed: 2198, best-error: 0.020810699462890738 worst-error: 0.028022928237914798 SearchModels iteration 8> population: 16, bsize: 32, queue: 174, observed: 2372, best-error: 0.02043257772922502 worst-error: 0.022539062499999932 SearchModels iteration 9> population: 16, bsize: 32, queue: 156, observed: 2528, best-error: 0.02043257772922502 worst-error: 0.021115770936012187 SearchModels iteration 10> population: 16, bsize: 32, queue: 146, observed: 2674, best-error: 0.020017301477491825 worst-error: 0.020645967759192113 SearchModels iteration 11> population: 16, bsize: 32, queue: 143, observed: 2817, best-error: 0.019996272958815085 worst-error: 0.020384769325755777 SearchModels iteration 12> population: 16, bsize: 32, queue: 136, observed: 2953, best-error: 0.019996272958815085 worst-error: 0.02015066325679979 SearchModels iteration 13> population: 16, bsize: 32, queue: 138, observed: 3091, best-error: 0.019996272958815085 worst-error: 0.02005144054783159 SearchModels iteration 14> population: 16, bsize: 32, queue: 130, observed: 3221, best-error: 0.019995784200727926 worst-error: 0.020013754126157992 SearchModels iteration 15> population: 16, bsize: 32, queue: 128, observed: 3349, best-error: 0.019995784200727926 worst-error: 0.020002734687172945 SearchModels iteration 16> population: 16, bsize: 32, queue: 106, observed: 3455, best-error: 0.01999572757631539 worst-error: 0.019997454272769728 SearchModels iteration 17> population: 16, bsize: 32, queue: 92, observed: 3547, best-error: 0.01999572757631539 worst-error: 0.019996107555925832 SearchModels iteration 18> population: 16, bsize: 32, queue: 92, observed: 3639, best-error: 0.01999572757631539 worst-error: 0.019995816983282556 SearchModels> stop by convergence error=(1.14140625, 1.3028228759765628) => 0.01999574899673461, iter=19 (of 300) 1 => ((1.14140625, 1.3028076171875) => 0.01999572757631539) 2 => ((1.14140625, 1.3028076171875003) => 0.01999572757631539) 3 => ((1.14140625, 1.3028106689453125) => 0.019995728135108935) 4 => ((1.14140625, 1.3028106689453127) => 0.019995728135108935) 5 => ((1.14140625, 1.3028045654296876) => 0.019995728880166996) 6 => ((1.14140625, 1.3028045654296878) => 0.019995728880166996) 7 => ((1.14140625, 1.3028137207031252) => 0.01999573055654763) 8 => ((1.14140625, 1.3028015136718754) => 0.019995732046663748) 9 => ((1.14140625, 1.3028015136718751) => 0.019995732046663748) 10 => ((1.14140625, 1.3028167724609379) => 0.019995734840631472) 11 => ((1.14140625, 1.3027984619140627) => 0.01999573707580565) 12 => ((1.14140625, 1.30281982421875) => 0.019995740987360466) 13 => ((1.14140625, 1.30279541015625) => 0.019995743967592704) 14 => ((1.14140625, 1.3027954101562502) => 0.019995743967592704) 15 => ((1.14140625, 1.3028228759765625) => 0.019995748996734605) Test Summary: | Total Time SearchModels.jl | 0 2.5s Testing SearchModels tests passed Testing completed after 17.66s PkgEval succeeded after 65.93s