Package evaluation of SearchModels on Julia 1.13.0-DEV.896 (efa4faf9a4*) started at 2025-07-25T12:12:56.659 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.21s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [0e966ebe] + SearchModels v0.4.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [34da2185] + Compat v4.17.0 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [ffbed154] + DocStringExtensions v0.9.5 [92d709cd] + IrrationalConstants v0.2.4 [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 v1.2.1 [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 v0.7.0 [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 v5.13.1+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 To see why use `status --outdated -m` Installation completed after 1.5s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 21.26s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_VDRTqb/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_VDRTqb/Manifest.toml` [34da2185] Compat v4.17.0 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.5 [92d709cd] IrrationalConstants v0.2.4 [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 v1.2.1 [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 v0.7.0 [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 v5.13.1+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: 49147.79897329261 worst-error: 1.4618514866193163e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 59, observed: 416, best-error: 7230.4890629201145 worst-error: 196992.9641472838 SearchModels iteration 3> population: 16, bsize: 64, queue: 58, observed: 474, best-error: 121.70753711822174 worst-error: 21034.720821265637 SearchModels iteration 4> population: 16, bsize: 64, queue: 61, observed: 535, best-error: 121.70753711822174 worst-error: 5178.975725279411 SearchModels iteration 5> population: 16, bsize: 64, queue: 58, observed: 593, best-error: 65.2878471793734 worst-error: 569.0547618834897 SearchModels iteration 6> population: 16, bsize: 64, queue: 61, observed: 654, best-error: 9.649165439833805 worst-error: 111.89563957634766 SearchModels iteration 7> population: 16, bsize: 64, queue: 58, observed: 712, best-error: 9.090404629271776 worst-error: 37.7643990860645 SearchModels iteration 8> population: 16, bsize: 64, queue: 59, observed: 771, best-error: 3.8956578973247957 worst-error: 14.385507678706896 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 829, best-error: 3.8956578973247957 worst-error: 8.567798250724397 SearchModels iteration 10> population: 16, bsize: 64, queue: 58, observed: 887, best-error: 3.8956578973247957 worst-error: 5.342444175702799 SearchModels iteration 11> population: 16, bsize: 64, queue: 57, observed: 944, best-error: 3.8781377400734613 worst-error: 4.481948726983362 SearchModels iteration 12> population: 16, bsize: 64, queue: 57, observed: 1001, best-error: 3.634445246673871 worst-error: 4.006559882044836 SearchModels iteration 13> population: 16, bsize: 64, queue: 60, observed: 1061, best-error: 3.634445246673871 worst-error: 3.8211857956743867 SearchModels iteration 14> population: 16, bsize: 64, queue: 57, observed: 1118, best-error: 3.4582250510793617 worst-error: 3.724519968118637 SearchModels iteration 15> population: 16, bsize: 64, queue: 60, observed: 1178, best-error: 3.364087524757362 worst-error: 3.671824423892912 SearchModels iteration 16> population: 16, bsize: 64, queue: 58, observed: 1236, best-error: 3.364087524757362 worst-error: 3.514896755355864 SearchModels iteration 17> population: 16, bsize: 64, queue: 61, observed: 1297, best-error: 3.364087524757362 worst-error: 3.4613192307109646 SearchModels iteration 18> population: 16, bsize: 64, queue: 62, observed: 1359, best-error: 3.298485608483558 worst-error: 3.408477946016083 SearchModels iteration 19> population: 16, bsize: 64, queue: 59, observed: 1418, best-error: 3.2217548622186527 worst-error: 3.35170123103451 SearchModels iteration 20> population: 16, bsize: 64, queue: 59, observed: 1477, best-error: 3.213258558389659 worst-error: 3.274789531325719 SearchModels iteration 21> population: 16, bsize: 64, queue: 59, observed: 1536, best-error: 3.213258558389659 worst-error: 3.2386271505792386 SearchModels iteration 22> population: 16, bsize: 64, queue: 59, observed: 1595, best-error: 3.183317392796889 worst-error: 3.222618465992327 SearchModels iteration 23> population: 16, bsize: 64, queue: 56, observed: 1651, best-error: 3.17527379234541 worst-error: 3.2136089627856763 SearchModels iteration 24> population: 16, bsize: 64, queue: 62, observed: 1713, best-error: 3.1577382361037447 worst-error: 3.1882687818097155 SearchModels iteration 25> population: 16, bsize: 64, queue: 55, observed: 1768, best-error: 3.1350695264229897 worst-error: 3.167728515405144 SearchModels iteration 26> population: 16, bsize: 64, queue: 59, observed: 1827, best-error: 3.132430757266794 worst-error: 3.155636920614509 SearchModels iteration 27> population: 16, bsize: 64, queue: 60, observed: 1887, best-error: 3.132430757266794 worst-error: 3.144370745306058 SearchModels iteration 28> population: 16, bsize: 64, queue: 60, observed: 1947, best-error: 3.1131998241684995 worst-error: 3.138482738626553 SearchModels iteration 29> population: 16, bsize: 64, queue: 58, observed: 2005, best-error: 3.1131998241684995 worst-error: 3.1350695264229897 SearchModels iteration 30> population: 16, bsize: 64, queue: 60, observed: 2065, best-error: 3.112452727802826 worst-error: 3.123482383185332 SearchModels iteration 31> population: 16, bsize: 64, queue: 63, observed: 2128, best-error: 3.0722098256786463 worst-error: 3.1203198497871507 SearchModels iteration 32> population: 16, bsize: 64, queue: 59, observed: 2187, best-error: 3.0628018634679495 worst-error: 3.1103073088486433 SearchModels iteration 33> population: 16, bsize: 64, queue: 57, observed: 2244, best-error: 3.0628018634679495 worst-error: 3.092404289904706 SearchModels iteration 34> population: 16, bsize: 64, queue: 61, observed: 2305, best-error: 3.0594677244537998 worst-error: 3.0782940429771526 SearchModels iteration 35> population: 16, bsize: 64, queue: 56, observed: 2361, best-error: 3.057158113751992 worst-error: 3.067364191350839 SearchModels iteration 36> population: 16, bsize: 64, queue: 62, observed: 2423, best-error: 3.0408906275092455 worst-error: 3.0623698160305133 SearchModels iteration 37> population: 16, bsize: 64, queue: 56, observed: 2479, best-error: 3.0408906275092455 worst-error: 3.056649479177829 SearchModels iteration 38> population: 16, bsize: 64, queue: 58, observed: 2537, best-error: 3.0202066897438495 worst-error: 3.0486089254777156 SearchModels iteration 39> population: 16, bsize: 64, queue: 57, observed: 2594, best-error: 3.0202066897438495 worst-error: 3.038853498741687 SearchModels iteration 40> population: 16, bsize: 64, queue: 59, observed: 2653, best-error: 3.014196606922128 worst-error: 3.030839757560696 SearchModels iteration 41> population: 16, bsize: 64, queue: 61, observed: 2714, best-error: 3.0045705026205503 worst-error: 3.0267078006625754 SearchModels iteration 42> population: 16, bsize: 64, queue: 62, observed: 2776, best-error: 3.0032088162226254 worst-error: 3.0162853648206753 SearchModels iteration 43> population: 16, bsize: 64, queue: 55, observed: 2831, best-error: 2.9957232609434663 worst-error: 3.0068835937439657 SearchModels iteration 44> population: 16, bsize: 64, queue: 60, observed: 2891, best-error: 2.971589180394973 worst-error: 3.0021269953528935 SearchModels iteration 45> population: 16, bsize: 64, queue: 59, observed: 2950, best-error: 2.971589180394973 worst-error: 2.9929182113684143 SearchModels iteration 46> population: 16, bsize: 64, queue: 56, observed: 3006, best-error: 2.9684058411860628 worst-error: 2.9817733190250584 SearchModels iteration 47> population: 16, bsize: 64, queue: 56, observed: 3062, best-error: 2.961433789301713 worst-error: 2.974653229456083 SearchModels iteration 48> population: 16, bsize: 64, queue: 63, observed: 3125, best-error: 2.9536389690496336 worst-error: 2.9711548188325585 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3183, best-error: 2.9536389690496336 worst-error: 2.9621362079893507 SearchModels iteration 50> population: 16, bsize: 64, queue: 61, observed: 3244, best-error: 2.9536389690496336 worst-error: 2.9570215465167866 SearchModels iteration 51> population: 16, bsize: 64, queue: 57, observed: 3301, best-error: 2.9368884313186387 worst-error: 2.9541545439026544 SearchModels iteration 52> population: 16, bsize: 64, queue: 59, observed: 3360, best-error: 2.9354697894366737 worst-error: 2.9527529884966492 SearchModels iteration 53> population: 16, bsize: 64, queue: 60, observed: 3420, best-error: 2.9350446348399357 worst-error: 2.943544271638306 SearchModels iteration 54> population: 16, bsize: 64, queue: 60, observed: 3480, best-error: 2.9212932379318417 worst-error: 2.9372650695125917 SearchModels iteration 55> population: 16, bsize: 64, queue: 55, observed: 3535, best-error: 2.9180745062375664 worst-error: 2.9337270020363406 SearchModels iteration 56> population: 16, bsize: 64, queue: 55, observed: 3590, best-error: 2.9107434003075205 worst-error: 2.9275253876109577 SearchModels iteration 57> population: 16, bsize: 64, queue: 61, observed: 3651, best-error: 2.894478958159016 worst-error: 2.921321894909253 SearchModels iteration 58> population: 16, bsize: 64, queue: 54, observed: 3705, best-error: 2.894478958159016 worst-error: 2.91173141524699 SearchModels iteration 59> population: 16, bsize: 64, queue: 60, observed: 3765, best-error: 2.8906635716840934 worst-error: 2.9025464860887373 SearchModels iteration 60> population: 16, bsize: 64, queue: 61, observed: 3826, best-error: 2.874189545792962 worst-error: 2.8952579568793415 SearchModels iteration 61> population: 16, bsize: 64, queue: 58, observed: 3884, best-error: 2.874189545792962 worst-error: 2.8866485688537096 SearchModels iteration 62> population: 16, bsize: 64, queue: 58, observed: 3942, best-error: 2.8619379626470094 worst-error: 2.8806040686204963 SearchModels iteration 63> population: 16, bsize: 64, queue: 61, observed: 4003, best-error: 2.8619379626470094 worst-error: 2.8770955499467306 SearchModels iteration 64> population: 16, bsize: 64, queue: 62, observed: 4065, best-error: 2.8619379626470094 worst-error: 2.8720798346747753 SearchModels iteration 65> population: 16, bsize: 64, queue: 60, observed: 4125, best-error: 2.8490533721717277 worst-error: 2.866533798677766 SearchModels iteration 66> population: 16, bsize: 64, queue: 61, observed: 4186, best-error: 2.8333939786951845 worst-error: 2.8582005153449326 SearchModels iteration 67> population: 16, bsize: 64, queue: 60, observed: 4246, best-error: 2.8210581373406924 worst-error: 2.8503797387106613 SearchModels iteration 68> population: 16, bsize: 64, queue: 55, observed: 4301, best-error: 2.8210581373406924 worst-error: 2.8412369106050006 SearchModels iteration 69> population: 16, bsize: 64, queue: 62, observed: 4363, best-error: 2.8210581373406924 worst-error: 2.8335071544590673 SearchModels iteration 70> population: 16, bsize: 64, queue: 58, observed: 4421, best-error: 2.820575833492678 worst-error: 2.828372632484061 SearchModels iteration 71> population: 16, bsize: 64, queue: 59, observed: 4480, best-error: 2.8138676640491442 worst-error: 2.825912332573264 SearchModels iteration 72> population: 16, bsize: 64, queue: 57, observed: 4537, best-error: 2.8138676640491442 worst-error: 2.8229725537395223 SearchModels iteration 73> population: 16, bsize: 64, queue: 61, observed: 4598, best-error: 2.802333101909135 worst-error: 2.817743664602441 SearchModels iteration 74> population: 16, bsize: 64, queue: 59, observed: 4657, best-error: 2.802333101909135 worst-error: 2.8133373306221627 SearchModels iteration 75> population: 16, bsize: 64, queue: 56, observed: 4713, best-error: 2.794684289036053 worst-error: 2.8084596701322533 SearchModels iteration 76> population: 16, bsize: 64, queue: 58, observed: 4771, best-error: 2.7838815052665473 worst-error: 2.8051778158936673 SearchModels iteration 77> population: 16, bsize: 64, queue: 62, observed: 4833, best-error: 2.7838815052665473 worst-error: 2.7996662464164976 SearchModels iteration 78> population: 16, bsize: 64, queue: 61, observed: 4894, best-error: 2.7838815052665473 worst-error: 2.7939970838219574 SearchModels iteration 79> population: 16, bsize: 64, queue: 54, observed: 4948, best-error: 2.777655021201799 worst-error: 2.7910866683648328 SearchModels iteration 80> population: 16, bsize: 64, queue: 61, observed: 5009, best-error: 2.776418477904126 worst-error: 2.7862786634520487 SearchModels iteration 81> population: 16, bsize: 64, queue: 57, observed: 5066, best-error: 2.769007178635519 worst-error: 2.7802352590423958 SearchModels iteration 82> population: 16, bsize: 64, queue: 57, observed: 5123, best-error: 2.7660165076653787 worst-error: 2.775745898529438 SearchModels iteration 83> population: 16, bsize: 64, queue: 60, observed: 5183, best-error: 2.7660165076653787 worst-error: 2.771523815789359 SearchModels iteration 84> population: 16, bsize: 64, queue: 61, observed: 5244, best-error: 2.759399612496906 worst-error: 2.769007178635519 SearchModels iteration 85> population: 16, bsize: 64, queue: 61, observed: 5305, best-error: 2.755894300246803 worst-error: 2.7660401007469138 SearchModels iteration 86> population: 16, bsize: 64, queue: 60, observed: 5365, best-error: 2.755894300246803 worst-error: 2.76143129743688 SearchModels iteration 87> population: 16, bsize: 64, queue: 58, observed: 5423, best-error: 2.7537888291490353 worst-error: 2.759370879474499 SearchModels iteration 88> population: 16, bsize: 64, queue: 60, observed: 5483, best-error: 2.7478800962113072 worst-error: 2.757319152094439 SearchModels iteration 89> population: 16, bsize: 64, queue: 57, observed: 5540, best-error: 2.7453681675642514 worst-error: 2.7529434083272353 SearchModels iteration 90> population: 16, bsize: 64, queue: 60, observed: 5600, best-error: 2.7372569137661866 worst-error: 2.7487500566034213 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5658, best-error: 2.7372569137661866 worst-error: 2.744678886552021 SearchModels iteration 92> population: 16, bsize: 64, queue: 58, observed: 5716, best-error: 2.734132840803828 worst-error: 2.7413859221812937 SearchModels iteration 93> population: 16, bsize: 64, queue: 60, observed: 5776, best-error: 2.728925665145291 worst-error: 2.7373962481557395 SearchModels iteration 94> population: 16, bsize: 64, queue: 59, observed: 5835, best-error: 2.728925665145291 worst-error: 2.735007824844784 SearchModels iteration 95> population: 16, bsize: 64, queue: 57, observed: 5892, best-error: 2.7258810822043626 worst-error: 2.733460179950543 SearchModels iteration 96> population: 16, bsize: 64, queue: 59, observed: 5951, best-error: 2.7210472825334246 worst-error: 2.7312834998977675 SearchModels iteration 97> population: 16, bsize: 64, queue: 56, observed: 6007, best-error: 2.7178865412535633 worst-error: 2.7279338601444563 SearchModels iteration 98> population: 16, bsize: 64, queue: 58, observed: 6065, best-error: 2.7178865412535633 worst-error: 2.7250677675234782 SearchModels iteration 99> population: 16, bsize: 64, queue: 59, observed: 6124, best-error: 2.714308732371672 worst-error: 2.723210188115205 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.47125514006226443, 0.771710629138127, 0.2183984261776276, 0.9471054349213156, 0.9972966464728048] 1 => ([1.1545116744353818, 0.4811200895735819, 0.08275343700843121, 0.9518305802215803, 0.9990506837375706] => 2.714308732371672) 2 => ([1.1506743816316787, 0.48092594601385896, 0.08275040822280627, 0.9518305802195514, 0.9990506837374503] => 2.716695099209512) 3 => ([1.1473715805355007, 0.4811686131447237, 0.08260549085535022, 0.9518305802153064, 0.9990506837371987] => 2.717511165133677) 4 => ([1.1395949130380543, 0.48175330520304294, 0.08178750355126078, 0.9518305802126676, 0.9990506837370423] => 2.7178103056568204) 5 => ([1.153442691020331, 0.4802464681924064, 0.08303721417209341, 0.9518305802260124, 0.9990506837378332] => 2.7178865412535633) 6 => ([1.1468370888279753, 0.480731802454136, 0.08274737943718133, 0.9518305802175224, 0.9990506837373301] => 2.7191150561677184) 7 => ([1.146571564698505, 0.4827313629125372, 0.08295114966728212, 0.9518305802241891, 0.9990506837377251] => 2.7205598214108275) 8 => ([1.1432160009330148, 0.4812425538285895, 0.08267637901197736, 0.951830580215095, 0.9990506837371862] => 2.7206824427010017) 9 => ([1.1439413958441667, 0.48114251386219387, 0.08273388928554878, 0.9518305802181013, 0.9990506837373644] => 2.72070385729142) 10 => ([1.1415799444762684, 0.48137859575377207, 0.0825553600336114, 0.9518305802151616, 0.9990506837371902] => 2.7207964500359663) 11 => ([1.1424234050613158, 0.4813571233762616, 0.08264037271788739, 0.9518305802175224, 0.9990506837373301] => 2.720882582971118) 12 => ([1.145373701800665, 0.4845187992295633, 0.08292907066286845, 0.9518305802227732, 0.9990506837376412] => 2.7208861326453726) 13 => ([1.143107172825168, 0.4813328615906906, 0.08271434579442788, 0.9518305802206594, 0.9990506837375159] => 2.7210239535119336) 14 => ([1.1402314866356194, 0.4812171367158656, 0.08245754470226924, 0.9518305802090324, 0.9990506837368269] => 2.7210472825334246) 15 => ([1.1453089313718707, 0.48109399029105204, 0.08288183543862976, 0.9518305802243752, 0.9990506837377362] => 2.721101749894377) Test Summary: | Total Time SearchModels.jl | 0 6.2s ===== 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: 171, observed: 1142, best-error: 0.3200000000000003 worst-error: 21.520000000000035 SearchModels iteration 2> population: 16, bsize: 32, queue: 174, observed: 1316, best-error: 0.0 worst-error: 5.200000000000004 SearchModels iteration 3> population: 16, bsize: 32, queue: 164, observed: 1480, best-error: 0.0 worst-error: 2.053125 SearchModels iteration 4> population: 16, bsize: 32, queue: 148, observed: 1628, best-error: 0.0 worst-error: 0.4999999999999999 SearchModels iteration 5> population: 16, bsize: 32, queue: 158, observed: 1786, best-error: 0.0 worst-error: 0.1866015624999991 SearchModels iteration 6> population: 16, bsize: 32, queue: 164, observed: 1950, best-error: 0.0 worst-error: 0.062499999999999556 SearchModels iteration 7> population: 16, bsize: 32, queue: 161, observed: 2111, best-error: 0.0 worst-error: 0.003885049819946495 SearchModels iteration 8> population: 16, bsize: 32, queue: 151, observed: 2262, best-error: 0.0 worst-error: 0.000498199462890728 SearchModels iteration 9> population: 16, bsize: 32, queue: 159, observed: 2421, best-error: 0.0 worst-error: 0.0001634031534194674 SearchModels iteration 10> population: 16, bsize: 32, queue: 156, observed: 2577, best-error: 0.0 worst-error: 7.18981027603208e-5 SearchModels iteration 11> population: 16, bsize: 32, queue: 163, observed: 2740, best-error: 0.0 worst-error: 3.390271696845309e-5 SearchModels iteration 12> population: 16, bsize: 32, queue: 171, observed: 2911, best-error: 0.0 worst-error: 1.2069856893497404e-5 SearchModels iteration 13> population: 16, bsize: 32, queue: 169, observed: 3080, best-error: 0.0 worst-error: 5.0790041950713025e-6 SearchModels iteration 14> population: 16, bsize: 32, queue: 165, observed: 3245, best-error: 0.0 worst-error: 2.0241763616385465e-6 SearchModels iteration 15> population: 16, bsize: 32, queue: 162, observed: 3407, best-error: 0.0 worst-error: 6.103888154029034e-7 SearchModels iteration 16> population: 16, bsize: 32, queue: 164, observed: 3571, best-error: 0.0 worst-error: 2.0223809543964527e-7 SearchModels iteration 17> population: 16, bsize: 32, queue: 163, observed: 3734, best-error: 0.0 worst-error: 9.518510697780171e-8 SearchModels> stop by convergence error=(1.0002059936523438, 1.0004165649414063) => 4.449019173397977e-8, iter=18 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0000732421875, 1.000147247314453) => 5.421810023146045e-9) 3 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) 4 => ((1.00009765625, 1.0001983642578125) => 1.0462254067618979e-8) 5 => ((1.0001220703125, 1.0002456665039063) => 1.5129466568479994e-8) 6 => ((1.000146484375, 1.0002944946289063) => 2.1684000444107634e-8) 7 => ((1.00013427734375, 1.000274658203125) => 2.173371808080802e-8) 8 => ((1.000164794921875, 1.0003341674804687) => 2.9228052509296988e-8) 9 => ((1.0001708984375, 1.0003448486328126) => 3.011985771920883e-8) 10 => ((1.0001678466796875, 1.000341796875) => 3.186348728108147e-8) 11 => ((1.000189208984375, 1.0003822326660157) => 3.722804619267173e-8) 12 => ((1.0001953125, 1.000390625) => 3.8147118175419897e-8) 13 => ((1.00018310546875, 1.0003738403320312) => 3.9297332110610483e-8) 14 => ((1.000189208984375, 1.0003852844238281) => 4.046582459365814e-8) 15 => ((1.0001953125, 1.000396728515625) => 4.182584234499993e-8) ===== RoseParams using inspect_population SearchModels> search params iter=0, initialpopulation=1000, maxpopulation=16, bsize=32, mutbsize=100, crossbsize=100 SearchModels iteration 1> population: 16, bsize: 32, queue: 161, observed: 1133, best-error: 0.5199999999999998 worst-error: 16.42 SearchModels iteration 2> population: 16, bsize: 32, queue: 150, observed: 1283, best-error: 0.5199999999999998 worst-error: 2.9200000000000013 SearchModels iteration 3> population: 16, bsize: 32, queue: 158, observed: 1441, best-error: 0.203125 worst-error: 0.953125 SearchModels iteration 4> population: 16, bsize: 32, queue: 163, observed: 1604, best-error: 0.203125 worst-error: 0.5244555664062496 SearchModels iteration 5> population: 16, bsize: 32, queue: 174, observed: 1778, best-error: 0.203125 worst-error: 0.37000000000000005 SearchModels iteration 6> population: 16, bsize: 32, queue: 169, observed: 1947, best-error: 0.203125 worst-error: 0.2955055236816405 SearchModels iteration 7> population: 16, bsize: 32, queue: 154, observed: 2101, best-error: 0.203125 worst-error: 0.2562892150878906 SearchModels iteration 8> population: 16, bsize: 32, queue: 164, observed: 2265, best-error: 0.20297851562499994 worst-error: 0.23174819946289058 SearchModels iteration 9> population: 16, bsize: 32, queue: 147, observed: 2412, best-error: 0.20250244140624996 worst-error: 0.21323164999485006 SearchModels iteration 10> population: 16, bsize: 32, queue: 118, observed: 2530, best-error: 0.20250244140624996 worst-error: 0.20606248322874304 SearchModels iteration 11> population: 16, bsize: 32, queue: 99, observed: 2629, best-error: 0.2025001525878906 worst-error: 0.20279541015624997 SearchModels iteration 12> population: 16, bsize: 32, queue: 85, observed: 2714, best-error: 0.2025001525878906 worst-error: 0.20253906249999995 SearchModels iteration 13> population: 16, bsize: 32, queue: 83, observed: 2797, best-error: 0.20250000953674313 worst-error: 0.2025091648101806 SearchModels iteration 14> population: 16, bsize: 32, queue: 81, observed: 2878, best-error: 0.20250000953674313 worst-error: 0.20250126123428341 SearchModels iteration 15> population: 16, bsize: 32, queue: 73, observed: 2951, best-error: 0.2025000005960464 worst-error: 0.20250026285648343 SearchModels iteration 16> population: 16, bsize: 32, queue: 85, observed: 3036, best-error: 0.2025000005960464 worst-error: 0.20250004827976223 SearchModels> stop by convergence error=(0.55, 0.30250854492187496) => 0.20250000730156895, iter=17 (of 300) 1 => ((0.55, 0.3024993896484376) => 0.20250000003725285) 2 => ((0.55, 0.3024993896484375) => 0.20250000003725285) 3 => ((0.55, 0.30249938964843753) => 0.20250000003725285) 4 => ((0.55, 0.30250244140625004) => 0.2025000005960464) 5 => ((0.55, 0.30250244140625) => 0.2025000005960464) 6 => ((0.55, 0.3024963378906251) => 0.20250000134110446) 7 => ((0.55, 0.302496337890625) => 0.20250000134110446) 8 => ((0.55, 0.30249633789062497) => 0.20250000134110446) 9 => ((0.55, 0.3025054931640625) => 0.2025000030174851) 10 => ((0.55, 0.30250549316406256) => 0.2025000030174851) 11 => ((0.55, 0.3025054931640626) => 0.2025000030174851) 12 => ((0.55, 0.30249328613281246) => 0.20250000450760122) 13 => ((0.55, 0.3024932861328125) => 0.20250000450760122) 14 => ((0.55, 0.30249328613281257) => 0.20250000450760122) 15 => ((0.55, 0.302508544921875) => 0.20250000730156895) Test Summary: | Total Time SearchModels.jl | 0 2.6s Testing SearchModels tests passed Testing completed after 21.0s PkgEval succeeded after 64.54s