Package evaluation to test SearchModels on Julia 1.14.0-DEV.1871 (50d44f5be7*) started at 2026-03-08T14:13:52.375 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 13.48s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 1.48s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 3226.0 ms ✓ SearchModels 1 dependency successfully precompiled in 3 seconds. 30 already precompiled. Precompilation completed after 22.61s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_YaxMwC/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_YaxMwC/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: 61, observed: 361, best-error: 17008.120759662914 worst-error: 1.0973617097883765e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 61, observed: 422, best-error: 11982.366080949505 worst-error: 87773.44049966146 SearchModels iteration 3> population: 16, bsize: 64, queue: 55, observed: 477, best-error: 179.99021593025267 worst-error: 15269.497666499148 SearchModels iteration 4> population: 16, bsize: 64, queue: 57, observed: 534, best-error: 179.99021593025267 worst-error: 2008.0098521371576 SearchModels iteration 5> population: 16, bsize: 64, queue: 59, observed: 593, best-error: 17.460342492863134 worst-error: 494.9513244167655 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 651, best-error: 17.460342492863134 worst-error: 85.2961636416356 SearchModels iteration 7> population: 16, bsize: 64, queue: 61, observed: 712, best-error: 15.996143659481337 worst-error: 39.99507023654278 SearchModels iteration 8> population: 16, bsize: 64, queue: 57, observed: 769, best-error: 3.9227180311592704 worst-error: 18.815948880656208 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 827, best-error: 3.9227180311592704 worst-error: 16.168660010827324 SearchModels iteration 10> population: 16, bsize: 64, queue: 60, observed: 887, best-error: 3.9227180311592704 worst-error: 13.16619604583182 SearchModels iteration 11> population: 16, bsize: 64, queue: 60, observed: 947, best-error: 3.9227180311592704 worst-error: 10.050494500621884 SearchModels iteration 12> population: 16, bsize: 64, queue: 55, observed: 1002, best-error: 3.9227180311592704 worst-error: 7.327892120137307 SearchModels iteration 13> population: 16, bsize: 64, queue: 57, observed: 1059, best-error: 3.9227180311592704 worst-error: 5.483242564177374 SearchModels iteration 14> population: 16, bsize: 64, queue: 61, observed: 1120, best-error: 3.9227180311592704 worst-error: 4.682127159308632 SearchModels iteration 15> population: 16, bsize: 64, queue: 54, observed: 1174, best-error: 3.9227180311592704 worst-error: 4.169629075857999 SearchModels iteration 16> population: 16, bsize: 64, queue: 55, observed: 1229, best-error: 3.9227180311592704 worst-error: 4.037909379835855 SearchModels iteration 17> population: 16, bsize: 64, queue: 55, observed: 1284, best-error: 3.9227180311592704 worst-error: 3.975536621717438 SearchModels iteration 18> population: 16, bsize: 64, queue: 54, observed: 1338, best-error: 3.9227180311592704 worst-error: 3.945837322620764 SearchModels iteration 19> population: 16, bsize: 64, queue: 51, observed: 1389, best-error: 3.887132513436097 worst-error: 3.932982127359692 SearchModels iteration 20> population: 16, bsize: 64, queue: 54, observed: 1443, best-error: 3.887132513436097 worst-error: 3.9291055122169065 SearchModels iteration 21> population: 16, bsize: 64, queue: 58, observed: 1501, best-error: 3.887132513436097 worst-error: 3.9227180311592704 SearchModels iteration 22> population: 16, bsize: 64, queue: 57, observed: 1558, best-error: 3.868352432398664 worst-error: 3.897730694534882 SearchModels iteration 23> population: 16, bsize: 64, queue: 61, observed: 1619, best-error: 3.868352432398664 worst-error: 3.892507731276928 SearchModels iteration 24> population: 16, bsize: 64, queue: 57, observed: 1676, best-error: 3.855137649878549 worst-error: 3.8877856529080126 SearchModels iteration 25> population: 16, bsize: 64, queue: 58, observed: 1734, best-error: 3.834307418448793 worst-error: 3.877174981912139 SearchModels iteration 26> population: 16, bsize: 64, queue: 58, observed: 1792, best-error: 3.834307418448793 worst-error: 3.86398369784961 SearchModels iteration 27> population: 16, bsize: 64, queue: 57, observed: 1849, best-error: 3.829888886047787 worst-error: 3.8544235035564083 SearchModels iteration 28> population: 16, bsize: 64, queue: 57, observed: 1906, best-error: 3.829888886047787 worst-error: 3.847890423146981 SearchModels iteration 29> population: 16, bsize: 64, queue: 59, observed: 1965, best-error: 3.816299337045121 worst-error: 3.8395986315500354 SearchModels iteration 30> population: 16, bsize: 64, queue: 59, observed: 2024, best-error: 3.816299337045121 worst-error: 3.8317860800771 SearchModels iteration 31> population: 16, bsize: 64, queue: 56, observed: 2080, best-error: 3.805957659796606 worst-error: 3.822009586982007 SearchModels iteration 32> population: 16, bsize: 64, queue: 58, observed: 2138, best-error: 3.7935826402968114 worst-error: 3.8177670853160657 SearchModels iteration 33> population: 16, bsize: 64, queue: 56, observed: 2194, best-error: 3.7935826402968114 worst-error: 3.8122609268925447 SearchModels iteration 34> population: 16, bsize: 64, queue: 56, observed: 2250, best-error: 3.7935826402968114 worst-error: 3.8082983054896 SearchModels iteration 35> population: 16, bsize: 64, queue: 57, observed: 2307, best-error: 3.7935826402968114 worst-error: 3.8020073970003634 SearchModels iteration 36> population: 16, bsize: 64, queue: 61, observed: 2368, best-error: 3.7935826402968114 worst-error: 3.797322083953873 SearchModels iteration 37> population: 16, bsize: 64, queue: 61, observed: 2429, best-error: 3.776800058208942 worst-error: 3.7949026688763188 SearchModels iteration 38> population: 16, bsize: 64, queue: 58, observed: 2487, best-error: 3.776800058208942 worst-error: 3.790878020709594 SearchModels iteration 39> population: 16, bsize: 64, queue: 61, observed: 2548, best-error: 3.776800058208942 worst-error: 3.787606404777822 SearchModels iteration 40> population: 16, bsize: 64, queue: 52, observed: 2600, best-error: 3.764222024977663 worst-error: 3.782491174384529 SearchModels iteration 41> population: 16, bsize: 64, queue: 61, observed: 2661, best-error: 3.7622856215632487 worst-error: 3.7798662239556045 SearchModels iteration 42> population: 16, bsize: 64, queue: 59, observed: 2720, best-error: 3.747652430668141 worst-error: 3.7731044849116375 SearchModels iteration 43> population: 16, bsize: 64, queue: 58, observed: 2778, best-error: 3.747652430668141 worst-error: 3.7650869797534803 SearchModels iteration 44> population: 16, bsize: 64, queue: 60, observed: 2838, best-error: 3.732216869637753 worst-error: 3.7580556749974994 SearchModels iteration 45> population: 16, bsize: 64, queue: 56, observed: 2894, best-error: 3.732216869637753 worst-error: 3.7515614784516127 SearchModels iteration 46> population: 16, bsize: 64, queue: 58, observed: 2952, best-error: 3.7306683214936154 worst-error: 3.7404238317369183 SearchModels iteration 47> population: 16, bsize: 64, queue: 60, observed: 3012, best-error: 3.7186665772174865 worst-error: 3.7366082049297518 SearchModels iteration 48> population: 16, bsize: 64, queue: 58, observed: 3070, best-error: 3.7186665772174865 worst-error: 3.7328928554386804 SearchModels iteration 49> population: 16, bsize: 64, queue: 62, observed: 3132, best-error: 3.7186665772174865 worst-error: 3.7288369794335763 SearchModels iteration 50> population: 16, bsize: 64, queue: 60, observed: 3192, best-error: 3.7160007992533406 worst-error: 3.7252383432001266 SearchModels iteration 51> population: 16, bsize: 64, queue: 58, observed: 3250, best-error: 3.7140903960283747 worst-error: 3.722156412661357 SearchModels iteration 52> population: 16, bsize: 64, queue: 57, observed: 3307, best-error: 3.7066270330883238 worst-error: 3.7175096998209254 SearchModels iteration 53> population: 16, bsize: 64, queue: 58, observed: 3365, best-error: 3.7066270330883238 worst-error: 3.7160151954883798 SearchModels iteration 54> population: 16, bsize: 64, queue: 54, observed: 3419, best-error: 3.695383261595485 worst-error: 3.7126233905120616 SearchModels iteration 55> population: 16, bsize: 64, queue: 60, observed: 3479, best-error: 3.587979694877829 worst-error: 3.7103024759128798 SearchModels iteration 56> population: 16, bsize: 64, queue: 57, observed: 3536, best-error: 3.5873793161839824 worst-error: 3.6117631362113847 SearchModels iteration 57> population: 16, bsize: 64, queue: 60, observed: 3596, best-error: 3.5873793161839824 worst-error: 3.589679190500936 SearchModels iteration 58> population: 16, bsize: 64, queue: 56, observed: 3652, best-error: 3.5729420534037963 worst-error: 3.5884447106643558 SearchModels iteration 59> population: 16, bsize: 64, queue: 58, observed: 3710, best-error: 3.5729420534037963 worst-error: 3.588042744828424 SearchModels iteration 60> population: 16, bsize: 64, queue: 59, observed: 3769, best-error: 3.5729420534037963 worst-error: 3.5841765261888483 SearchModels iteration 61> population: 16, bsize: 64, queue: 60, observed: 3829, best-error: 3.559542337763347 worst-error: 3.5804751230890646 SearchModels iteration 62> population: 16, bsize: 64, queue: 59, observed: 3888, best-error: 3.559542337763347 worst-error: 3.5784542410203275 SearchModels iteration 63> population: 16, bsize: 64, queue: 58, observed: 3946, best-error: 3.559542337763347 worst-error: 3.572372600552566 SearchModels iteration 64> population: 16, bsize: 64, queue: 59, observed: 4005, best-error: 3.558622192251534 worst-error: 3.568546624663783 SearchModels iteration 65> population: 16, bsize: 64, queue: 58, observed: 4063, best-error: 3.5556195007576545 worst-error: 3.563598847833145 SearchModels iteration 66> population: 16, bsize: 64, queue: 58, observed: 4121, best-error: 3.5500629127713053 worst-error: 3.5609302054935683 SearchModels iteration 67> population: 16, bsize: 64, queue: 59, observed: 4180, best-error: 3.547669099408997 worst-error: 3.558622192251534 SearchModels iteration 68> population: 16, bsize: 64, queue: 59, observed: 4239, best-error: 3.5427905480669124 worst-error: 3.554229409453024 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4298, best-error: 3.5427905480669124 worst-error: 3.550253823888965 SearchModels iteration 70> population: 16, bsize: 64, queue: 59, observed: 4357, best-error: 3.5418274130529777 worst-error: 3.546628476837375 SearchModels iteration 71> population: 16, bsize: 64, queue: 63, observed: 4420, best-error: 3.534246279489958 worst-error: 3.544733028674206 SearchModels iteration 72> population: 16, bsize: 64, queue: 59, observed: 4479, best-error: 3.530614145415153 worst-error: 3.542725827941699 SearchModels iteration 73> population: 16, bsize: 64, queue: 60, observed: 4539, best-error: 3.530614145415153 worst-error: 3.5388591876265614 SearchModels iteration 74> population: 16, bsize: 64, queue: 56, observed: 4595, best-error: 3.5280532059551475 worst-error: 3.534100274287568 SearchModels iteration 75> population: 16, bsize: 64, queue: 60, observed: 4655, best-error: 3.5164038875165793 worst-error: 3.5309548397255632 SearchModels iteration 76> population: 16, bsize: 64, queue: 62, observed: 4717, best-error: 3.5164038875165793 worst-error: 3.528542082195538 SearchModels iteration 77> population: 16, bsize: 64, queue: 61, observed: 4778, best-error: 3.5164038875165793 worst-error: 3.522703659054677 SearchModels iteration 78> population: 16, bsize: 64, queue: 58, observed: 4836, best-error: 3.516356138556939 worst-error: 3.5199729896601695 SearchModels iteration 79> population: 16, bsize: 64, queue: 58, observed: 4894, best-error: 3.5144770024836673 worst-error: 3.5180473478947305 SearchModels iteration 80> population: 16, bsize: 64, queue: 61, observed: 4955, best-error: 3.5074230900963923 worst-error: 3.515635020221205 SearchModels iteration 81> population: 16, bsize: 64, queue: 61, observed: 5016, best-error: 3.5043327092031173 worst-error: 3.5125502183865325 SearchModels iteration 82> population: 16, bsize: 64, queue: 55, observed: 5071, best-error: 3.4985732271896874 worst-error: 3.508358124504789 SearchModels iteration 83> population: 16, bsize: 64, queue: 56, observed: 5127, best-error: 3.4956176516363935 worst-error: 3.503531091093117 SearchModels iteration 84> population: 16, bsize: 64, queue: 58, observed: 5185, best-error: 3.4956176516363935 worst-error: 3.5012244707759375 SearchModels iteration 85> population: 16, bsize: 64, queue: 60, observed: 5245, best-error: 3.4956176516363935 worst-error: 3.4989387652641026 SearchModels iteration 86> population: 16, bsize: 64, queue: 57, observed: 5302, best-error: 3.4956176516363935 worst-error: 3.497698359067581 SearchModels iteration 87> population: 16, bsize: 64, queue: 60, observed: 5362, best-error: 3.494189766513149 worst-error: 3.497033308587636 SearchModels iteration 88> population: 16, bsize: 64, queue: 59, observed: 5421, best-error: 3.4862243147513254 worst-error: 3.496440995154704 SearchModels iteration 89> population: 16, bsize: 64, queue: 60, observed: 5481, best-error: 3.483751961450695 worst-error: 3.491569931637249 SearchModels iteration 90> population: 16, bsize: 64, queue: 57, observed: 5538, best-error: 3.483751961450695 worst-error: 3.4888814872548792 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5596, best-error: 3.480469107663422 worst-error: 3.48708482582079 SearchModels iteration 92> population: 16, bsize: 64, queue: 54, observed: 5650, best-error: 3.4760636337832493 worst-error: 3.4857222309512923 SearchModels iteration 93> population: 16, bsize: 64, queue: 57, observed: 5707, best-error: 3.475655239377717 worst-error: 3.483205175230659 SearchModels iteration 94> population: 16, bsize: 64, queue: 55, observed: 5762, best-error: 3.475655239377717 worst-error: 3.480797398289921 SearchModels iteration 95> population: 16, bsize: 64, queue: 60, observed: 5822, best-error: 3.468477793317387 worst-error: 3.4792878449724927 SearchModels iteration 96> population: 16, bsize: 64, queue: 55, observed: 5877, best-error: 3.468477793317387 worst-error: 3.4766583670338354 SearchModels iteration 97> population: 16, bsize: 64, queue: 58, observed: 5935, best-error: 3.468477793317387 worst-error: 3.473436158288733 SearchModels iteration 98> population: 16, bsize: 64, queue: 60, observed: 5995, best-error: 3.4682522856780245 worst-error: 3.4720623884185464 SearchModels iteration 99> population: 16, bsize: 64, queue: 58, observed: 6053, best-error: 3.468027687441006 worst-error: 3.4713788766795726 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.3705914398242838, 0.5710023802428073, 0.9332518406285624, 0.33511481355259276, 0.5788073682225815] 1 => ([-0.3858148738314835, 0.7717824372757351, 0.8395620843741152, 0.3318101779865004, 0.580292421019566] => 3.4664904433114456) 2 => ([-0.38621584235318934, 0.7755133793643412, 0.8395620843741152, 0.3318101779865004, 0.580292421019566] => 3.4677977642533877) 3 => ([-0.3865928222309149, 0.7735386798899826, 0.8395620843741152, 0.3318101779865004, 0.580292421019566] => 3.468027687441006) 4 => ([-0.3856009456063251, 0.7792443214529471, 0.8395620843741152, 0.3318101779865004, 0.580292421019566] => 3.4682522856780245) 5 => ([-0.3868307391000536, 0.7717824372757351, 0.8395620843741152, 0.3318101779865004, 0.580292421019566] => 3.4682812742352924) 6 => ([-0.38602880205664186, 0.7643205530985231, 0.8395620843741152, 0.3318101779865004, 0.580292421019566] => 3.468477793317387) 7 => ([-0.3869816154851982, 0.7714481582954137, 0.8395620843741152, 0.3318101779865004, 0.580292421019566] => 3.4685393529406854) 8 => ([-0.38699953581527946, 0.7703546426595035, 0.8395620843741152, 0.3318101779865004, 0.580292421019566] => 3.468597127666464) 9 => ([-0.386858760861299, 0.7741601677248083, 0.8395620843741152, 0.3318101779865004, 0.580292421019566] => 3.4686052129464175) 10 => ([-0.3868925717027003, 0.7740855847481094, 0.8395620843741152, 0.3318101779865004, 0.580292421019566] => 3.4686504604226815) 11 => ([-0.3868925717027003, 0.7740855847481095, 0.8395620843741152, 0.3318101779865004, 0.580292421019566] => 3.468650460422684) 12 => ([-0.386976863368268, 0.77331114729356, 0.8395620843741152, 0.3318101779865004, 0.580292421019566] => 3.4686718357064166) 13 => ([-0.38680675045607327, 0.7660767957127705, 0.8395620843741152, 0.3318101779865004, 0.580292421019566] => 3.469132975112813) 14 => ([-0.38712469949168304, 0.7747816555596341, 0.8395620843741152, 0.3318101779865004, 0.580292421019566] => 3.4692088872051996) 15 => ([-0.3871229876364823, 0.7748398573113848, 0.8395620843741152, 0.3318101779865004, 0.580292421019566] => 3.469219794806298) Test Summary: | Total Time SearchModels.jl | 0 7.3s ===== 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: 170, observed: 1150, best-error: 2.6000000000000045 worst-error: 62.50000000000002 SearchModels iteration 2> population: 16, bsize: 32, queue: 157, observed: 1307, best-error: 0.22812499999999988 worst-error: 4.820000000000002 SearchModels iteration 3> population: 16, bsize: 32, queue: 153, observed: 1460, best-error: 0.024414062499999833 worst-error: 2.5 SearchModels iteration 4> population: 16, bsize: 32, queue: 170, observed: 1630, best-error: 0.024414062499999833 worst-error: 0.9000000000000015 SearchModels iteration 5> population: 16, bsize: 32, queue: 170, observed: 1800, best-error: 0.012499999999999577 worst-error: 0.261914062499997 SearchModels iteration 6> population: 16, bsize: 32, queue: 171, observed: 1971, best-error: 0.0010740756988525646 worst-error: 0.03521728515624999 SearchModels iteration 7> population: 16, bsize: 32, queue: 188, observed: 2159, best-error: 0.00036392211914063543 worst-error: 0.009512558579444821 SearchModels iteration 8> population: 16, bsize: 32, queue: 184, observed: 2343, best-error: 0.00036392211914063543 worst-error: 0.00307029783725742 SearchModels iteration 9> population: 16, bsize: 32, queue: 171, observed: 2514, best-error: 0.00036392211914063543 worst-error: 0.0012127310037612 SearchModels iteration 10> population: 16, bsize: 32, queue: 170, observed: 2684, best-error: 0.00036392211914063543 worst-error: 0.0007128906249999606 SearchModels iteration 11> population: 16, bsize: 32, queue: 166, observed: 2850, best-error: 0.00036392211914063543 worst-error: 0.0004798889160156448 SearchModels iteration 12> population: 16, bsize: 32, queue: 170, observed: 3020, best-error: 0.0003438866510987021 worst-error: 0.00041688326746225357 SearchModels iteration 13> population: 16, bsize: 32, queue: 151, observed: 3171, best-error: 0.0003438866510987021 worst-error: 0.00036773843258799163 SearchModels iteration 14> population: 16, bsize: 32, queue: 166, observed: 3337, best-error: 0.00033735350007191626 worst-error: 0.00035171508789062463 SearchModels iteration 15> population: 16, bsize: 32, queue: 171, observed: 3508, best-error: 0.00033735350007191626 worst-error: 0.00034371642124089285 SearchModels iteration 16> population: 16, bsize: 32, queue: 155, observed: 3663, best-error: 0.00033528037887720064 worst-error: 0.00033874489599840284 SearchModels iteration 17> population: 16, bsize: 32, queue: 164, observed: 3827, best-error: 0.00033528037887720064 worst-error: 0.0003369465058492604 SearchModels iteration 18> population: 16, bsize: 32, queue: 147, observed: 3974, best-error: 0.00033528037887720064 worst-error: 0.0003359625412616528 SearchModels iteration 19> population: 16, bsize: 32, queue: 125, observed: 4099, best-error: 0.0003352793602431349 worst-error: 0.00033546224871372336 SearchModels iteration 20> population: 16, bsize: 32, queue: 98, observed: 4197, best-error: 0.0003352761442698693 worst-error: 0.00033530419630381074 SearchModels> stop by convergence error=(1.018310546875, 1.0369506835937499) => 0.0003352793602431349, iter=21 (of 300) 1 => ((1.018310546875, 1.0369560241699216) => 0.0003352761388129011) 2 => ((1.018310546875, 1.036956787109375) => 0.0003352761442698693) 3 => ((1.018310546875, 1.0369552612304687) => 0.0003352762497712547) 4 => ((1.018310546875, 1.036957550048828) => 0.0003352762661421593) 5 => ((1.018310546875, 1.0369544982910157) => 0.0003352764771449301) 6 => ((1.018310546875, 1.0369583129882811) => 0.00033527650442977114) 7 => ((1.018310546875, 1.0369583129882813) => 0.00033527650442977125) 8 => ((1.018310546875, 1.0369537353515623) => 0.0003352768209339275) 9 => ((1.018310546875, 1.0369590759277343) => 0.00033527685913270483) 10 => ((1.018310546875, 1.0369598388671872) => 0.00033527733025096024) 11 => ((1.018310546875, 1.0369598388671875) => 0.00033527733025096035) 12 => ((1.018310546875, 1.0369522094726562) => 0.0003352778577578875) 13 => ((1.018310546875, 1.0369606018066406) => 0.00033527791778453775) 14 => ((1.018310546875, 1.0369613647460936) => 0.00033527862173343676) 15 => ((1.018310546875, 1.03695068359375) => 0.00033527936024313465) ===== 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: 168, observed: 1138, best-error: 0.40000000000000063 worst-error: 31.119999999999994 SearchModels iteration 2> population: 16, bsize: 32, queue: 167, observed: 1305, best-error: 0.16999999999999948 worst-error: 3.5999999999999983 SearchModels iteration 3> population: 16, bsize: 32, queue: 168, observed: 1473, best-error: 0.16999999999999948 worst-error: 1.6056640625000016 SearchModels iteration 4> population: 16, bsize: 32, queue: 170, observed: 1643, best-error: 0.16999999999999948 worst-error: 0.7744140625 SearchModels iteration 5> population: 16, bsize: 32, queue: 165, observed: 1808, best-error: 0.16999999999999948 worst-error: 0.353125 SearchModels iteration 6> population: 16, bsize: 32, queue: 166, observed: 1974, best-error: 0.16568374633789062 worst-error: 0.25367431640625 SearchModels iteration 7> population: 16, bsize: 32, queue: 171, observed: 2145, best-error: 0.16059174537658702 worst-error: 0.21015624999999993 SearchModels iteration 8> population: 16, bsize: 32, queue: 157, observed: 2302, best-error: 0.15673432350158678 worst-error: 0.17997910499572753 SearchModels iteration 9> population: 16, bsize: 32, queue: 164, observed: 2466, best-error: 0.15015869140625004 worst-error: 0.16507339477539062 SearchModels iteration 10> population: 16, bsize: 32, queue: 164, observed: 2630, best-error: 0.14938035074621453 worst-error: 0.15640107974642892 SearchModels iteration 11> population: 16, bsize: 32, queue: 161, observed: 2791, best-error: 0.14924951423192406 worst-error: 0.1519954258576036 SearchModels iteration 12> population: 16, bsize: 32, queue: 173, observed: 2964, best-error: 0.14917973919205005 worst-error: 0.15009608542402025 SearchModels iteration 13> population: 16, bsize: 32, queue: 149, observed: 3113, best-error: 0.14834618631750351 worst-error: 0.14921986987259583 SearchModels iteration 14> population: 16, bsize: 32, queue: 133, observed: 3246, best-error: 0.14834618631750351 worst-error: 0.14868426177314245 SearchModels iteration 15> population: 16, bsize: 32, queue: 115, observed: 3361, best-error: 0.14834618631750351 worst-error: 0.14844178024679427 SearchModels iteration 16> population: 16, bsize: 32, queue: 104, observed: 3465, best-error: 0.14834533993154772 worst-error: 0.1483686453476549 SearchModels iteration 17> population: 16, bsize: 32, queue: 95, observed: 3560, best-error: 0.14834533993154772 worst-error: 0.14834894005209215 SearchModels iteration 18> population: 16, bsize: 32, queue: 99, observed: 3659, best-error: 0.14834533993154772 worst-error: 0.14834577951580294 SearchModels iteration 19> population: 16, bsize: 32, queue: 84, observed: 3743, best-error: 0.14834533695131547 worst-error: 0.14834542635828263 SearchModels> stop by convergence error=(0.6148437499999999, 0.378045654296875) => 0.14834535334259277, iter=20 (of 300) 1 => ((0.6148437499999999, 0.378033447265625) => 0.14834533695131547) 2 => ((0.6148437499999999, 0.37803344726562493) => 0.14834533695131547) 3 => ((0.6148437499999999, 0.3780303955078125) => 0.148345337510109) 4 => ((0.6148437499999999, 0.3780364990234375) => 0.14834533825516708) 5 => ((0.6148437499999999, 0.37803649902343744) => 0.14834533825516708) 6 => ((0.6148437499999999, 0.37802734374999997) => 0.14834533993154772) 7 => ((0.6148437499999999, 0.37802734375) => 0.14834533993154772) 8 => ((0.6148437499999999, 0.3780273437499999) => 0.14834533993154772) 9 => ((0.6148437499999999, 0.37803955078124996) => 0.14834534142166383) 10 => ((0.6148437499999999, 0.37802429199218746) => 0.14834534421563156) 11 => ((0.6148437499999999, 0.3780426025390624) => 0.14834534645080574) 12 => ((0.6148437499999999, 0.3780426025390625) => 0.14834534645080574) 13 => ((0.6148437499999999, 0.37804260253906247) => 0.14834534645080574) 14 => ((0.6148437499999999, 0.37802124023437494) => 0.14834535036236055) 15 => ((0.6148437499999999, 0.378021240234375) => 0.14834535036236055) Test Summary: | Total Time SearchModels.jl | 0 2.5s Testing SearchModels tests passed Testing completed after 17.41s PkgEval succeeded after 65.76s