Package evaluation to test SearchModels on Julia 1.14.0-DEV.1688 (ee54f91d68*) started at 2026-02-10T03:08:22.603 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 12.71s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 1.12s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 3001.5 ms ✓ SearchModels 1 dependency successfully precompiled in 3 seconds. 30 already precompiled. Precompilation completed after 19.66s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_3bBu2v/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_3bBu2v/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: 59, observed: 359, best-error: 7085.11609778836 worst-error: 951734.7690090603 SearchModels iteration 2> population: 16, bsize: 64, queue: 62, observed: 421, best-error: 7085.11609778836 worst-error: 186697.34105834362 SearchModels iteration 3> population: 16, bsize: 64, queue: 58, observed: 479, best-error: 2523.197153122798 worst-error: 30479.13688447749 SearchModels iteration 4> population: 16, bsize: 64, queue: 59, observed: 538, best-error: 254.37886839221477 worst-error: 4105.936861770848 SearchModels iteration 5> population: 16, bsize: 64, queue: 57, observed: 595, best-error: 19.796099663164863 worst-error: 570.4128629455336 SearchModels iteration 6> population: 16, bsize: 64, queue: 60, observed: 655, best-error: 19.796099663164863 worst-error: 82.20779922875818 SearchModels iteration 7> population: 16, bsize: 64, queue: 60, observed: 715, best-error: 5.557732184894828 worst-error: 20.90706997935783 SearchModels iteration 8> population: 16, bsize: 64, queue: 59, observed: 774, best-error: 4.989858617083107 worst-error: 8.255140144190582 SearchModels iteration 9> population: 16, bsize: 64, queue: 60, observed: 834, best-error: 4.8918535899777815 worst-error: 5.834085194397659 SearchModels iteration 10> population: 16, bsize: 64, queue: 59, observed: 893, best-error: 4.8918535899777815 worst-error: 5.2032637529146255 SearchModels iteration 11> population: 16, bsize: 64, queue: 55, observed: 948, best-error: 4.818111638568595 worst-error: 5.004374152799401 SearchModels iteration 12> population: 16, bsize: 64, queue: 55, observed: 1003, best-error: 4.770804283072884 worst-error: 4.897756603206747 SearchModels iteration 13> population: 16, bsize: 64, queue: 59, observed: 1062, best-error: 4.770804283072884 worst-error: 4.822690223404197 SearchModels iteration 14> population: 16, bsize: 64, queue: 58, observed: 1120, best-error: 4.753185538693207 worst-error: 4.788933218941592 SearchModels iteration 15> population: 16, bsize: 64, queue: 57, observed: 1177, best-error: 4.753185538693207 worst-error: 4.7730447903950175 SearchModels iteration 16> population: 16, bsize: 64, queue: 59, observed: 1236, best-error: 4.7502631521609695 worst-error: 4.7622647314687505 SearchModels iteration 17> population: 16, bsize: 64, queue: 59, observed: 1295, best-error: 4.6620285556175025 worst-error: 4.754550757209374 SearchModels iteration 18> population: 16, bsize: 64, queue: 58, observed: 1353, best-error: 4.6620285556175025 worst-error: 4.750843053271979 SearchModels iteration 19> population: 16, bsize: 64, queue: 55, observed: 1408, best-error: 4.647611529715397 worst-error: 4.742158391241306 SearchModels iteration 20> population: 16, bsize: 64, queue: 59, observed: 1467, best-error: 4.647611529715397 worst-error: 4.700853097441097 SearchModels iteration 21> population: 16, bsize: 64, queue: 59, observed: 1526, best-error: 4.63503056037382 worst-error: 4.677310057803146 SearchModels iteration 22> population: 16, bsize: 64, queue: 62, observed: 1588, best-error: 4.622516327307055 worst-error: 4.660432957549224 SearchModels iteration 23> population: 16, bsize: 64, queue: 61, observed: 1649, best-error: 4.584023334685347 worst-error: 4.647611529715397 SearchModels iteration 24> population: 16, bsize: 64, queue: 61, observed: 1710, best-error: 4.552768367449561 worst-error: 4.635230981169715 SearchModels iteration 25> population: 16, bsize: 64, queue: 59, observed: 1769, best-error: 4.552768367449561 worst-error: 4.612278816819136 SearchModels iteration 26> population: 16, bsize: 64, queue: 59, observed: 1828, best-error: 4.552768367449561 worst-error: 4.591018770472371 SearchModels iteration 27> population: 16, bsize: 64, queue: 60, observed: 1888, best-error: 4.552768367449561 worst-error: 4.5733731666256 SearchModels iteration 28> population: 16, bsize: 64, queue: 59, observed: 1947, best-error: 4.552768367449561 worst-error: 4.568428284528291 SearchModels iteration 29> population: 16, bsize: 64, queue: 57, observed: 2004, best-error: 4.520378855631405 worst-error: 4.562621478134695 SearchModels iteration 30> population: 16, bsize: 64, queue: 58, observed: 2062, best-error: 4.509734647843865 worst-error: 4.559364043506744 SearchModels iteration 31> population: 16, bsize: 64, queue: 57, observed: 2119, best-error: 4.508739868260826 worst-error: 4.549863051322791 SearchModels iteration 32> population: 16, bsize: 64, queue: 56, observed: 2175, best-error: 4.499287560415675 worst-error: 4.5344018385395835 SearchModels iteration 33> population: 16, bsize: 64, queue: 58, observed: 2233, best-error: 4.499287560415675 worst-error: 4.523411114296305 SearchModels iteration 34> population: 16, bsize: 64, queue: 59, observed: 2292, best-error: 4.499287560415675 worst-error: 4.516037196424208 SearchModels iteration 35> population: 16, bsize: 64, queue: 55, observed: 2347, best-error: 4.473692887412655 worst-error: 4.509189517897557 SearchModels iteration 36> population: 16, bsize: 64, queue: 59, observed: 2406, best-error: 4.473692887412655 worst-error: 4.5060489037203215 SearchModels iteration 37> population: 16, bsize: 64, queue: 59, observed: 2465, best-error: 4.4620553358285235 worst-error: 4.501488278454994 SearchModels iteration 38> population: 16, bsize: 64, queue: 59, observed: 2524, best-error: 4.4620553358285235 worst-error: 4.489322343493683 SearchModels iteration 39> population: 16, bsize: 64, queue: 62, observed: 2586, best-error: 4.444902648994496 worst-error: 4.47817607341519 SearchModels iteration 40> population: 16, bsize: 64, queue: 58, observed: 2644, best-error: 4.444902648994496 worst-error: 4.470878432529309 SearchModels iteration 41> population: 16, bsize: 64, queue: 62, observed: 2706, best-error: 4.433505886782151 worst-error: 4.462973885189756 SearchModels iteration 42> population: 16, bsize: 64, queue: 59, observed: 2765, best-error: 4.433505886782151 worst-error: 4.454696627808829 SearchModels iteration 43> population: 16, bsize: 64, queue: 62, observed: 2827, best-error: 4.433505886782151 worst-error: 4.444974616852174 SearchModels iteration 44> population: 16, bsize: 64, queue: 62, observed: 2889, best-error: 4.409417953880607 worst-error: 4.440089750039724 SearchModels iteration 45> population: 16, bsize: 64, queue: 61, observed: 2950, best-error: 4.409417953880607 worst-error: 4.436306616579194 SearchModels iteration 46> population: 16, bsize: 64, queue: 58, observed: 3008, best-error: 4.409417953880607 worst-error: 4.423902057617458 SearchModels iteration 47> population: 16, bsize: 64, queue: 57, observed: 3065, best-error: 4.409417953880607 worst-error: 4.418895787683223 SearchModels iteration 48> population: 16, bsize: 64, queue: 59, observed: 3124, best-error: 4.409417953880607 worst-error: 4.414604045040907 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3182, best-error: 4.407533814339043 worst-error: 4.412056363359146 SearchModels iteration 50> population: 16, bsize: 64, queue: 57, observed: 3239, best-error: 4.388011265048909 worst-error: 4.410358938861619 SearchModels iteration 51> population: 16, bsize: 64, queue: 61, observed: 3300, best-error: 4.388011265048909 worst-error: 4.409418171344245 SearchModels iteration 52> population: 16, bsize: 64, queue: 61, observed: 3361, best-error: 4.370079623150078 worst-error: 4.398822017532252 SearchModels iteration 53> population: 16, bsize: 64, queue: 52, observed: 3413, best-error: 4.364099672488571 worst-error: 4.392479386104419 SearchModels iteration 54> population: 16, bsize: 64, queue: 59, observed: 3472, best-error: 4.353559884618081 worst-error: 4.380764289143824 SearchModels iteration 55> population: 16, bsize: 64, queue: 58, observed: 3530, best-error: 4.353559884618081 worst-error: 4.370578915412702 SearchModels iteration 56> population: 16, bsize: 64, queue: 60, observed: 3590, best-error: 4.343835395976883 worst-error: 4.3642002914684 SearchModels iteration 57> population: 16, bsize: 64, queue: 57, observed: 3647, best-error: 4.343044041081021 worst-error: 4.35486190960879 SearchModels iteration 58> population: 16, bsize: 64, queue: 56, observed: 3703, best-error: 4.329449924707092 worst-error: 4.348679630908117 SearchModels iteration 59> population: 16, bsize: 64, queue: 59, observed: 3762, best-error: 4.329449924707092 worst-error: 4.3448635168693714 SearchModels iteration 60> population: 16, bsize: 64, queue: 57, observed: 3819, best-error: 4.329449924707092 worst-error: 4.339162994204549 SearchModels iteration 61> population: 16, bsize: 64, queue: 60, observed: 3879, best-error: 4.329449924707092 worst-error: 4.335535824297335 SearchModels iteration 62> population: 16, bsize: 64, queue: 57, observed: 3936, best-error: 4.32831983105514 worst-error: 4.332731293678784 SearchModels iteration 63> population: 16, bsize: 64, queue: 58, observed: 3994, best-error: 4.319027687095195 worst-error: 4.331071881053296 SearchModels iteration 64> population: 16, bsize: 64, queue: 58, observed: 4052, best-error: 4.319027687095195 worst-error: 4.329649124626469 SearchModels iteration 65> population: 16, bsize: 64, queue: 58, observed: 4110, best-error: 4.312173190869305 worst-error: 4.324779288023134 SearchModels iteration 66> population: 16, bsize: 64, queue: 59, observed: 4169, best-error: 4.300472090558351 worst-error: 4.3218708291241015 SearchModels iteration 67> population: 16, bsize: 64, queue: 58, observed: 4227, best-error: 4.300472090558351 worst-error: 4.31633112671122 SearchModels iteration 68> population: 16, bsize: 64, queue: 58, observed: 4285, best-error: 4.300472090558351 worst-error: 4.310216221084778 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4344, best-error: 4.297310679786085 worst-error: 4.306616037221373 SearchModels iteration 70> population: 16, bsize: 64, queue: 57, observed: 4401, best-error: 4.297310679786085 worst-error: 4.304303179569035 SearchModels iteration 71> population: 16, bsize: 64, queue: 61, observed: 4462, best-error: 4.2914075859231655 worst-error: 4.301498734937983 SearchModels iteration 72> population: 16, bsize: 64, queue: 56, observed: 4518, best-error: 4.2914075859231655 worst-error: 4.299166256398938 SearchModels iteration 73> population: 16, bsize: 64, queue: 56, observed: 4574, best-error: 4.2914075859231655 worst-error: 4.296209787234173 SearchModels iteration 74> population: 16, bsize: 64, queue: 59, observed: 4633, best-error: 4.290586258410298 worst-error: 4.294560404809152 SearchModels iteration 75> population: 16, bsize: 64, queue: 55, observed: 4688, best-error: 4.290586258410298 worst-error: 4.293412953946599 SearchModels iteration 76> population: 16, bsize: 64, queue: 60, observed: 4748, best-error: 4.283308290857093 worst-error: 4.292406994082037 SearchModels iteration 77> population: 16, bsize: 64, queue: 56, observed: 4804, best-error: 4.282500919440306 worst-error: 4.291461054995798 SearchModels iteration 78> population: 16, bsize: 64, queue: 57, observed: 4861, best-error: 4.278138234736036 worst-error: 4.287801334492974 SearchModels iteration 79> population: 16, bsize: 64, queue: 60, observed: 4921, best-error: 4.26931234232789 worst-error: 4.285037723033984 SearchModels iteration 80> population: 16, bsize: 64, queue: 61, observed: 4982, best-error: 4.26931234232789 worst-error: 4.2828381964010465 SearchModels iteration 81> population: 16, bsize: 64, queue: 57, observed: 5039, best-error: 4.26931234232789 worst-error: 4.279422523621984 SearchModels iteration 82> population: 16, bsize: 64, queue: 53, observed: 5092, best-error: 4.26931234232789 worst-error: 4.276542806980034 SearchModels iteration 83> population: 16, bsize: 64, queue: 57, observed: 5149, best-error: 4.26931234232789 worst-error: 4.275046225049404 SearchModels iteration 84> population: 16, bsize: 64, queue: 59, observed: 5208, best-error: 4.263117444526533 worst-error: 4.272523004750406 SearchModels iteration 85> population: 16, bsize: 64, queue: 59, observed: 5267, best-error: 4.260404683207302 worst-error: 4.2703509647907 SearchModels iteration 86> population: 16, bsize: 64, queue: 58, observed: 5325, best-error: 4.260404683207302 worst-error: 4.26754502431125 SearchModels iteration 87> population: 16, bsize: 64, queue: 57, observed: 5382, best-error: 4.260404683207302 worst-error: 4.2648929921538485 SearchModels iteration 88> population: 16, bsize: 64, queue: 59, observed: 5441, best-error: 4.259422383158811 worst-error: 4.262932863220817 SearchModels iteration 89> population: 16, bsize: 64, queue: 59, observed: 5500, best-error: 4.255425253009595 worst-error: 4.262052338624584 SearchModels iteration 90> population: 16, bsize: 64, queue: 62, observed: 5562, best-error: 4.2545899209239115 worst-error: 4.260997699665539 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5620, best-error: 4.2545899209239115 worst-error: 4.258500219261783 SearchModels iteration 92> population: 16, bsize: 64, queue: 56, observed: 5676, best-error: 4.251662243850436 worst-error: 4.256601818336717 SearchModels iteration 93> population: 16, bsize: 64, queue: 59, observed: 5735, best-error: 4.246317240530528 worst-error: 4.255425253009595 SearchModels iteration 94> population: 16, bsize: 64, queue: 59, observed: 5794, best-error: 4.243752090620867 worst-error: 4.253495974722434 SearchModels iteration 95> population: 16, bsize: 64, queue: 59, observed: 5853, best-error: 4.242731013492627 worst-error: 4.2491767852591344 SearchModels iteration 96> population: 16, bsize: 64, queue: 62, observed: 5915, best-error: 4.239804709435426 worst-error: 4.246647997802573 SearchModels iteration 97> population: 16, bsize: 64, queue: 61, observed: 5976, best-error: 4.237281268322829 worst-error: 4.243083903850674 SearchModels iteration 98> population: 16, bsize: 64, queue: 62, observed: 6038, best-error: 4.2363638622876945 worst-error: 4.242081117837882 SearchModels iteration 99> population: 16, bsize: 64, queue: 54, observed: 6092, best-error: 4.2363638622876945 worst-error: 4.2398829904513935 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.11341703790335222, 0.6810573999388583, 0.7884691924942419, 0.3026026372810037, 0.5342664358270707] 1 => ([0.6365704855057224, -0.11613739966446322, 0.7031778482060221, 0.31447427197338956, 0.5352958111929705] => 4.2363638622876945) 2 => ([0.6466834869403482, -0.11724370426035412, 0.7031778482139124, 0.3144742719732223, 0.5352958111928753] => 4.237281268322829) 3 => ([0.6404382356784927, -0.11670338750840917, 0.7031778482109337, 0.3144742719732855, 0.5352958111929111] => 4.237434045235177) 4 => ([0.64541936176102, -0.11725355062421527, 0.7031778482129261, 0.3144742719732432, 0.5352958111928872] => 4.237937275895687) 5 => ([0.6415821664008341, -0.1169227320001453, 0.7031778482116463, 0.3144742719732703, 0.5352958111929027] => 4.238035204510653) 6 => ([0.6386137412613957, -0.11665600221503375, 0.7031778482086875, 0.31447427197333305, 0.5352958111929383] => 4.238079205183999) 7 => ([0.6391741104991644, -0.11671323387227034, 0.7031778482099474, 0.31447427197330635, 0.5352958111929231] => 4.23810548414325) 8 => ([0.644305985851263, -0.11726937535235513, 0.7031778482158453, 0.31447427197318134, 0.5352958111928519] => 4.238555716877413) 9 => ([0.643594867343923, -0.11720616533083986, 0.7031778482106799, 0.3144742719732908, 0.5352958111929143] => 4.238562504414853) 10 => ([0.6441552365816917, -0.11726339698807645, 0.7031778482119398, 0.3144742719732641, 0.5352958111928992] => 4.238596486021543) 11 => ([0.6374249907168531, -0.11666883776103426, 0.7031778482096539, 0.31447427197331257, 0.5352958111929267] => 4.238733688688519) 12 => ([0.6369529182890865, -0.11663529875048537, 0.703177848209517, 0.31447427197331546, 0.5352958111929284] => 4.238790645889545) 13 => ([0.6407748362429802, -0.1169966672029649, 0.703177848208981, 0.31447427197332684, 0.5352958111929349] => 4.238820012099238) 14 => ([0.6364808458613199, -0.11660175973993647, 0.7031778482093802, 0.31447427197331834, 0.53529581119293] => 4.238848124536303) 15 => ([0.6369376408827943, -0.1166658485788949, 0.7031778482077011, 0.314474271973354, 0.5352958111929502] => 4.238959306727369) Test Summary: | Total Time SearchModels.jl | 0 7.6s ===== RoseParams without inspect_population SearchModels> search params iter=0, initialpopulation=1000, maxpopulation=16, bsize=32, mutbsize=100, crossbsize=100 SearchModels iteration 1> population: 16, bsize: 32, queue: 162, observed: 1129, best-error: 0.20000000000000115 worst-error: 7.300000000000002 SearchModels iteration 2> population: 16, bsize: 32, queue: 155, observed: 1284, best-error: 0.20000000000000115 worst-error: 2.71999999999999 SearchModels iteration 3> population: 16, bsize: 32, queue: 162, observed: 1446, best-error: 0.02000000000000048 worst-error: 0.7275390625000014 SearchModels iteration 4> population: 16, bsize: 32, queue: 175, observed: 1621, best-error: 0.02000000000000048 worst-error: 0.37 SearchModels iteration 5> population: 16, bsize: 32, queue: 173, observed: 1794, best-error: 0.01000244140624993 worst-error: 0.18249999999999963 SearchModels iteration 6> population: 16, bsize: 32, queue: 172, observed: 1966, best-error: 0.0038966369628902287 worst-error: 0.06735610961914068 SearchModels iteration 7> population: 16, bsize: 32, queue: 179, observed: 2145, best-error: 0.0038966369628902287 worst-error: 0.025939941406249802 SearchModels iteration 8> population: 16, bsize: 32, queue: 180, observed: 2325, best-error: 0.0028314304351806565 worst-error: 0.013706827163695545 SearchModels iteration 9> population: 16, bsize: 32, queue: 176, observed: 2501, best-error: 0.0002473455667495614 worst-error: 0.00724578563123932 SearchModels iteration 10> population: 16, bsize: 32, queue: 174, observed: 2675, best-error: 0.0002473455667495614 worst-error: 0.0036159241222772785 SearchModels iteration 11> population: 16, bsize: 32, queue: 163, observed: 2838, best-error: 0.00022765729590901174 worst-error: 0.0013847452402114481 SearchModels iteration 12> population: 16, bsize: 32, queue: 172, observed: 3010, best-error: 5.104065553496005e-5 worst-error: 0.0004425736401754072 SearchModels iteration 13> population: 16, bsize: 32, queue: 171, observed: 3181, best-error: 5.104065553496005e-5 worst-error: 0.00014582885211891436 SearchModels iteration 14> population: 16, bsize: 32, queue: 179, observed: 3360, best-error: 4.518763747631473e-5 worst-error: 8.382560190742915e-5 SearchModels iteration 15> population: 16, bsize: 32, queue: 178, observed: 3538, best-error: 4.518763747631473e-5 worst-error: 6.0812245776684594e-5 SearchModels iteration 16> population: 16, bsize: 32, queue: 171, observed: 3709, best-error: 3.302501576118999e-5 worst-error: 5.0155696347059804e-5 SearchModels iteration 17> population: 16, bsize: 32, queue: 180, observed: 3889, best-error: 3.302501576118999e-5 worst-error: 4.113380697013963e-5 SearchModels iteration 18> population: 16, bsize: 32, queue: 156, observed: 4045, best-error: 3.302501576118999e-5 worst-error: 3.6303760289225e-5 SearchModels iteration 19> population: 16, bsize: 32, queue: 163, observed: 4208, best-error: 3.302501576118999e-5 worst-error: 3.4943215911491066e-5 SearchModels iteration 20> population: 16, bsize: 32, queue: 158, observed: 4366, best-error: 3.302501576118999e-5 worst-error: 3.3871474243467855e-5 SearchModels iteration 21> population: 16, bsize: 32, queue: 162, observed: 4528, best-error: 3.2979499189344175e-5 worst-error: 3.3395574981349196e-5 SearchModels iteration 22> population: 16, bsize: 32, queue: 139, observed: 4667, best-error: 3.294841607104344e-5 worst-error: 3.310914283298611e-5 SearchModels iteration 23> population: 16, bsize: 32, queue: 152, observed: 4819, best-error: 3.291668925786695e-5 worst-error: 3.2980662183616614e-5 SearchModels> stop by convergence error=(1.0057390213012696, 1.0115064620971679) => 3.293840570866955e-5, iter=24 (of 300) 1 => ((1.0057373046875, 1.0115070343017578) => 3.291668925786695e-5) 2 => ((1.0057373046875, 1.011505889892578) => 3.291693277507341e-5) 3 => ((1.0057373046875, 1.0115040779113769) => 3.291785403636289e-5) 4 => ((1.0057373046875, 1.0115132331848145) => 3.291992222731466e-5) 5 => ((1.0057373046875, 1.011501121520996) => 3.292076686367574e-5) 6 => ((1.0057373046875, 1.0115150451660155) => 3.292231880269711e-5) 7 => ((1.0057373046875, 1.0115156173706055) => 3.292321204018123e-5) 8 => ((1.0057373046875, 1.0115168571472166) => 3.2925372033254187e-5) 9 => ((1.0057373046875, 1.0115173339843748) => 3.292628465434398e-5) 10 => ((1.0057373046875, 1.0115175247192383) => 3.292666243570608e-5) 11 => ((1.0057373046875, 1.0115192413330076) => 3.293038988605404e-5) 12 => ((1.0057373046875, 1.0115209579467774) => 3.293470668896982e-5) 13 => ((1.0057390213012696, 1.0115131378173827) => 3.293683155947627e-5) 14 => ((1.0057373046875, 1.011522102355957) => 3.2937911975672436e-5) 15 => ((1.0057390213012696, 1.0115070343017578) => 3.293792153563029e-5) ===== 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: 1142, best-error: 0.0 worst-error: 15.699999999999976 SearchModels iteration 2> population: 16, bsize: 32, queue: 163, observed: 1305, best-error: 0.0 worst-error: 2.7200000000000006 SearchModels iteration 3> population: 16, bsize: 32, queue: 147, observed: 1452, best-error: 0.0 worst-error: 0.8281250000000004 SearchModels iteration 4> population: 16, bsize: 32, queue: 177, observed: 1629, best-error: 0.0 worst-error: 0.4931640624999997 SearchModels iteration 5> population: 16, bsize: 32, queue: 177, observed: 1806, best-error: 0.0 worst-error: 0.16999999999999937 SearchModels iteration 6> population: 16, bsize: 32, queue: 162, observed: 1968, best-error: 0.0 worst-error: 0.012658691406250012 SearchModels iteration 7> population: 16, bsize: 32, queue: 177, observed: 2145, best-error: 0.0 worst-error: 0.004958648681640621 SearchModels iteration 8> population: 16, bsize: 32, queue: 180, observed: 2325, best-error: 0.0 worst-error: 0.0016511631011962805 SearchModels iteration 9> population: 16, bsize: 32, queue: 172, observed: 2497, best-error: 0.0 worst-error: 0.00066406249999998 SearchModels iteration 10> population: 16, bsize: 32, queue: 174, observed: 2671, best-error: 0.0 worst-error: 0.000267312827054462 SearchModels iteration 11> population: 16, bsize: 32, queue: 179, observed: 2850, best-error: 0.0 worst-error: 0.00012020170688629246 SearchModels iteration 12> population: 16, bsize: 32, queue: 182, observed: 3032, best-error: 0.0 worst-error: 4.9188416596745494e-5 SearchModels iteration 13> population: 16, bsize: 32, queue: 184, observed: 3216, best-error: 0.0 worst-error: 2.0513292238891305e-5 SearchModels iteration 14> population: 16, bsize: 32, queue: 184, observed: 3400, best-error: 0.0 worst-error: 1.1252063480960416e-5 SearchModels iteration 15> population: 16, bsize: 32, queue: 179, observed: 3579, best-error: 0.0 worst-error: 5.497718012224022e-6 SearchModels iteration 16> population: 16, bsize: 32, queue: 176, observed: 3755, best-error: 0.0 worst-error: 2.5955480504421774e-6 SearchModels iteration 17> population: 16, bsize: 32, queue: 177, observed: 3932, best-error: 0.0 worst-error: 1.2797377803518486e-6 SearchModels iteration 18> population: 16, bsize: 32, queue: 175, observed: 4107, best-error: 0.0 worst-error: 5.855204549346285e-7 SearchModels iteration 19> population: 16, bsize: 32, queue: 179, observed: 4286, best-error: 0.0 worst-error: 3.1791399527616737e-7 SearchModels iteration 20> population: 16, bsize: 32, queue: 180, observed: 4466, best-error: 0.0 worst-error: 1.5494089630797044e-7 SearchModels> stop by convergence error=(1.0002578735351562, 1.0005233764648436) => 7.221849937853327e-8, iter=21 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0000625610351563, 1.000128936767578) => 5.3660901184267274e-9) 3 => ((1.0001327514648437, 1.0002700805664062) => 1.9702323974104797e-8) 4 => ((1.0001251220703125, 1.0002578735351562) => 2.1452434633496436e-8) 5 => ((1.0001296997070312, 1.000269317626953) => 2.662576813297957e-8) 6 => ((1.0001693725585938, 1.0003479003906248) => 3.7016521487976e-8) 7 => ((1.0001922607421876, 1.0003868103027345) => 3.747127770512662e-8) 8 => ((1.0001617431640626, 1.000335693359375) => 4.09982114881683e-8) 9 => ((1.0001953124999998, 1.0003990173339843) => 4.5126216719243475e-8) 10 => ((1.0001922607421876, 1.0003982543945313) => 5.572208656899664e-8) 11 => ((1.000213623046875, 1.0004379272460937) => 5.69462294853106e-8) 12 => ((1.000238800048828, 1.000482177734375) => 5.9069055932857395e-8) 13 => ((1.000208282470703, 1.000431442260742) => 6.538615851441522e-8) 14 => ((1.000250244140625, 1.000506591796875) => 6.6271369339144e-8) 15 => ((1.0002548217773437, 1.0005157470703125) => 6.858058484593138e-8) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 17.41s PkgEval succeeded after 61.65s