Package evaluation to test SearchModels on Julia 1.14.0-DEV.1601 (79ea5eb99c*) started at 2026-01-24T11:43:22.850 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 9.97s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [0e966ebe] + SearchModels v0.5.0 Updating `~/.julia/environments/v1.14/Manifest.toml` [34da2185] + Compat v4.18.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [ffbed154] + DocStringExtensions v0.9.5 [92d709cd] + IrrationalConstants v0.2.6 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [0e966ebe] + SearchModels v0.5.0 [a2af1166] + SortingAlgorithms v1.2.2 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.13.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [d6f4376e] + Markdown v1.11.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.15.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 1.04s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 3120.6 ms ✓ SearchModels 1 dependency successfully precompiled in 3 seconds. 30 already precompiled. Precompilation completed after 16.9s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_6b3siw/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_6b3siw/Manifest.toml` [34da2185] Compat v4.18.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.5 [92d709cd] IrrationalConstants v0.2.6 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.1 [0e966ebe] SearchModels v0.5.0 [a2af1166] SortingAlgorithms v1.2.2 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.13.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [fa267f1f] TOML v1.0.3 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [4536629a] OpenBLAS_jll v0.3.29+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.15.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... ┌ Warning: The call to compilecache failed to create a usable precompiled cache file for SearchModels [0e966ebe-b704-4a65-8279-db954bfe5da0] │ exception = Required dependency Base.PkgId(Base.UUID("10745b16-79ce-11e8-11f9-7d13ad32a3b2"), "Statistics") failed to load from a cache file. └ @ Base loading.jl:2949 ┌ Warning: The call to compilecache failed to create a usable precompiled cache file for StatsBase [2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91] │ exception = Required dependency Base.PkgId(Base.UUID("10745b16-79ce-11e8-11f9-7d13ad32a3b2"), "Statistics") failed to load from a cache file. └ @ Base loading.jl:2949 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: 24213.75656175899 worst-error: 1.1675862260903118e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 60, observed: 419, best-error: 7162.3678847013225 worst-error: 111072.32725960888 SearchModels iteration 3> population: 16, bsize: 64, queue: 61, observed: 480, best-error: 1315.959582115334 worst-error: 21315.411763263895 SearchModels iteration 4> population: 16, bsize: 64, queue: 60, observed: 540, best-error: 256.53366871653526 worst-error: 2475.9771152754834 SearchModels iteration 5> population: 16, bsize: 64, queue: 57, observed: 597, best-error: 131.60485393350368 worst-error: 745.3689557358676 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 655, best-error: 131.60485393350368 worst-error: 281.9513832207213 SearchModels iteration 7> population: 16, bsize: 64, queue: 61, observed: 716, best-error: 131.60485393350368 worst-error: 176.8039865964584 SearchModels iteration 8> population: 16, bsize: 64, queue: 62, observed: 778, best-error: 118.12797145507864 worst-error: 151.1013766104848 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 836, best-error: 115.8169635479273 worst-error: 131.45349500074045 SearchModels iteration 10> population: 16, bsize: 64, queue: 60, observed: 896, best-error: 115.8169635479273 worst-error: 122.41576197696565 SearchModels iteration 11> population: 16, bsize: 64, queue: 60, observed: 956, best-error: 112.85189841937564 worst-error: 118.16776657074097 SearchModels iteration 12> population: 16, bsize: 64, queue: 60, observed: 1016, best-error: 110.06498696966462 worst-error: 115.9516160963329 SearchModels iteration 13> population: 16, bsize: 64, queue: 62, observed: 1078, best-error: 108.40952909357758 worst-error: 112.85189841937564 SearchModels iteration 14> population: 16, bsize: 64, queue: 61, observed: 1139, best-error: 107.08614124267586 worst-error: 110.61913091418035 SearchModels iteration 15> population: 16, bsize: 64, queue: 59, observed: 1198, best-error: 105.3474577027152 worst-error: 108.89491643572882 SearchModels iteration 16> population: 16, bsize: 64, queue: 59, observed: 1257, best-error: 104.58800224454367 worst-error: 107.76702086571414 SearchModels iteration 17> population: 16, bsize: 64, queue: 61, observed: 1318, best-error: 103.71362567720983 worst-error: 106.65151145126484 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1377, best-error: 102.54797428664808 worst-error: 105.41846415842349 SearchModels iteration 19> population: 16, bsize: 64, queue: 59, observed: 1436, best-error: 101.44654525570712 worst-error: 104.58800224454367 SearchModels iteration 20> population: 16, bsize: 64, queue: 59, observed: 1495, best-error: 99.54335691821267 worst-error: 102.5780359694541 SearchModels iteration 21> population: 16, bsize: 64, queue: 59, observed: 1554, best-error: 99.54335691821267 worst-error: 101.69329305758447 SearchModels iteration 22> population: 16, bsize: 64, queue: 59, observed: 1613, best-error: 98.83239463166994 worst-error: 100.62383901195183 SearchModels iteration 23> population: 16, bsize: 64, queue: 57, observed: 1670, best-error: 97.77437918249336 worst-error: 99.72131799111818 SearchModels iteration 24> population: 16, bsize: 64, queue: 60, observed: 1730, best-error: 97.77437918249336 worst-error: 99.25776046054418 SearchModels iteration 25> population: 16, bsize: 64, queue: 59, observed: 1789, best-error: 97.31700945288013 worst-error: 98.56219454513086 SearchModels iteration 26> population: 16, bsize: 64, queue: 58, observed: 1847, best-error: 97.31700945288013 worst-error: 98.23501130942516 SearchModels iteration 27> population: 16, bsize: 64, queue: 60, observed: 1907, best-error: 96.45336625478569 worst-error: 97.80915394835348 SearchModels iteration 28> population: 16, bsize: 64, queue: 56, observed: 1963, best-error: 95.52867748145812 worst-error: 97.08234984794206 SearchModels iteration 29> population: 16, bsize: 64, queue: 59, observed: 2022, best-error: 94.5219345810093 worst-error: 96.29942783720485 SearchModels iteration 30> population: 16, bsize: 64, queue: 62, observed: 2084, best-error: 94.5219345810093 worst-error: 95.87428754075145 SearchModels iteration 31> population: 16, bsize: 64, queue: 58, observed: 2142, best-error: 94.5219345810093 worst-error: 95.41689641630485 SearchModels iteration 32> population: 16, bsize: 64, queue: 60, observed: 2202, best-error: 94.23313880537602 worst-error: 94.97684029892876 SearchModels iteration 33> population: 16, bsize: 64, queue: 56, observed: 2258, best-error: 93.87479756532672 worst-error: 94.70856025868888 SearchModels iteration 34> population: 16, bsize: 64, queue: 60, observed: 2318, best-error: 93.06265615051598 worst-error: 94.27663367371741 SearchModels iteration 35> population: 16, bsize: 64, queue: 58, observed: 2376, best-error: 93.06265615051598 worst-error: 93.98542521441134 SearchModels iteration 36> population: 16, bsize: 64, queue: 58, observed: 2434, best-error: 93.06265615051598 worst-error: 93.52455756360658 SearchModels iteration 37> population: 16, bsize: 64, queue: 55, observed: 2489, best-error: 93.06265615051598 worst-error: 93.33453605045108 SearchModels iteration 38> population: 16, bsize: 64, queue: 56, observed: 2545, best-error: 92.69552299990703 worst-error: 93.20970662968413 SearchModels iteration 39> population: 16, bsize: 64, queue: 58, observed: 2603, best-error: 92.10301150053168 worst-error: 93.09246645119346 SearchModels iteration 40> population: 16, bsize: 64, queue: 56, observed: 2659, best-error: 92.10301150053168 worst-error: 92.79043496022315 SearchModels iteration 41> population: 16, bsize: 64, queue: 57, observed: 2716, best-error: 92.10301150053168 worst-error: 92.54682161315887 SearchModels iteration 42> population: 16, bsize: 64, queue: 62, observed: 2778, best-error: 91.6699048629599 worst-error: 92.33426884207645 SearchModels iteration 43> population: 16, bsize: 64, queue: 60, observed: 2838, best-error: 91.6699048629599 worst-error: 92.16893568858808 SearchModels iteration 44> population: 16, bsize: 64, queue: 59, observed: 2897, best-error: 91.56910699034468 worst-error: 91.95349281796018 SearchModels iteration 45> population: 16, bsize: 64, queue: 61, observed: 2958, best-error: 91.56910699034468 worst-error: 91.82840594556403 SearchModels iteration 46> population: 16, bsize: 64, queue: 61, observed: 3019, best-error: 91.56910699034468 worst-error: 91.72369260305356 SearchModels iteration 47> population: 16, bsize: 64, queue: 56, observed: 3075, best-error: 91.26647909105449 worst-error: 91.65500869896853 SearchModels iteration 48> population: 16, bsize: 64, queue: 59, observed: 3134, best-error: 91.24788109467596 worst-error: 91.48488107214507 SearchModels iteration 49> population: 16, bsize: 64, queue: 61, observed: 3195, best-error: 91.14120896344177 worst-error: 91.3654899638203 SearchModels iteration 50> population: 16, bsize: 64, queue: 58, observed: 3253, best-error: 90.98634670447855 worst-error: 91.27309175128056 SearchModels iteration 51> population: 16, bsize: 64, queue: 59, observed: 3312, best-error: 90.93033572699217 worst-error: 91.20389586683758 SearchModels iteration 52> population: 16, bsize: 64, queue: 60, observed: 3372, best-error: 90.93033572699217 worst-error: 91.08759618778105 SearchModels iteration 53> population: 16, bsize: 64, queue: 57, observed: 3429, best-error: 90.86365203326908 worst-error: 91.02424743110784 SearchModels iteration 54> population: 16, bsize: 64, queue: 59, observed: 3488, best-error: 90.72820253341791 worst-error: 90.96522735604641 SearchModels iteration 55> population: 16, bsize: 64, queue: 56, observed: 3544, best-error: 90.72820253341791 worst-error: 90.90301600461497 SearchModels iteration 56> population: 16, bsize: 64, queue: 57, observed: 3601, best-error: 90.67529223198076 worst-error: 90.84648647945565 SearchModels iteration 57> population: 16, bsize: 64, queue: 55, observed: 3656, best-error: 90.56780229911162 worst-error: 90.81193392204194 SearchModels iteration 58> population: 16, bsize: 64, queue: 57, observed: 3713, best-error: 90.53773802279649 worst-error: 90.72485177142742 SearchModels iteration 59> population: 16, bsize: 64, queue: 60, observed: 3773, best-error: 90.35378277159148 worst-error: 90.6153663726847 SearchModels iteration 60> population: 16, bsize: 64, queue: 58, observed: 3831, best-error: 90.35378277159148 worst-error: 90.4874203586071 SearchModels iteration 61> population: 16, bsize: 64, queue: 57, observed: 3888, best-error: 90.24551180113578 worst-error: 90.41556012899208 SearchModels iteration 62> population: 16, bsize: 64, queue: 60, observed: 3948, best-error: 90.13821491772202 worst-error: 90.36732187364672 SearchModels iteration 63> population: 16, bsize: 64, queue: 58, observed: 4006, best-error: 90.09402721281143 worst-error: 90.30494727452222 SearchModels iteration 64> population: 16, bsize: 64, queue: 59, observed: 4065, best-error: 90.09402721281143 worst-error: 90.25500375064166 SearchModels iteration 65> population: 16, bsize: 64, queue: 57, observed: 4122, best-error: 90.05301464279385 worst-error: 90.19717504350105 SearchModels iteration 66> population: 16, bsize: 64, queue: 57, observed: 4179, best-error: 90.04636826168789 worst-error: 90.15504348029398 SearchModels iteration 67> population: 16, bsize: 64, queue: 59, observed: 4238, best-error: 89.9799221963733 worst-error: 90.09417813781216 SearchModels iteration 68> population: 16, bsize: 64, queue: 58, observed: 4296, best-error: 89.93869256429142 worst-error: 90.0631216201251 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4355, best-error: 89.92873630181303 worst-error: 90.02613584800005 SearchModels iteration 70> population: 16, bsize: 64, queue: 55, observed: 4410, best-error: 89.88282998348642 worst-error: 89.96969412386368 SearchModels iteration 71> population: 16, bsize: 64, queue: 55, observed: 4465, best-error: 89.88282998348642 worst-error: 89.93859948297384 SearchModels iteration 72> population: 16, bsize: 64, queue: 57, observed: 4522, best-error: 89.8201552472564 worst-error: 89.91017725538545 SearchModels iteration 73> population: 16, bsize: 64, queue: 58, observed: 4580, best-error: 89.74459538427179 worst-error: 89.88334746191197 SearchModels iteration 74> population: 16, bsize: 64, queue: 60, observed: 4640, best-error: 89.72129515874455 worst-error: 89.82861369855794 SearchModels iteration 75> population: 16, bsize: 64, queue: 57, observed: 4697, best-error: 89.63185280435525 worst-error: 89.79436646660635 SearchModels iteration 76> population: 16, bsize: 64, queue: 57, observed: 4754, best-error: 89.5978154388963 worst-error: 89.74899613867036 SearchModels iteration 77> population: 16, bsize: 64, queue: 58, observed: 4812, best-error: 89.5978154388963 worst-error: 89.68727333900183 SearchModels iteration 78> population: 16, bsize: 64, queue: 57, observed: 4869, best-error: 89.5978154388963 worst-error: 89.64596202186166 SearchModels iteration 79> population: 16, bsize: 64, queue: 62, observed: 4931, best-error: 89.55841425976354 worst-error: 89.62990052612349 SearchModels iteration 80> population: 16, bsize: 64, queue: 58, observed: 4989, best-error: 89.5141721247648 worst-error: 89.5978154388963 SearchModels iteration 81> population: 16, bsize: 64, queue: 58, observed: 5047, best-error: 89.49056193386163 worst-error: 89.55573921067777 SearchModels iteration 82> population: 16, bsize: 64, queue: 58, observed: 5105, best-error: 89.49056193386163 worst-error: 89.52615120810468 SearchModels iteration 83> population: 16, bsize: 64, queue: 56, observed: 5161, best-error: 89.39359524007907 worst-error: 89.505089891287 SearchModels iteration 84> population: 16, bsize: 64, queue: 60, observed: 5221, best-error: 89.39359524007907 worst-error: 89.46361752676184 SearchModels iteration 85> population: 16, bsize: 64, queue: 59, observed: 5280, best-error: 89.35691229585987 worst-error: 89.42337510164309 SearchModels iteration 86> population: 16, bsize: 64, queue: 60, observed: 5340, best-error: 89.35691229585987 worst-error: 89.40844936663595 SearchModels iteration 87> population: 16, bsize: 64, queue: 58, observed: 5398, best-error: 89.35691229585987 worst-error: 89.38994722229468 SearchModels iteration 88> population: 16, bsize: 64, queue: 63, observed: 5461, best-error: 89.29161253024158 worst-error: 89.37188692933086 SearchModels iteration 89> population: 16, bsize: 64, queue: 58, observed: 5519, best-error: 89.29161253024158 worst-error: 89.35691229585987 SearchModels iteration 90> population: 16, bsize: 64, queue: 58, observed: 5577, best-error: 89.23840097490533 worst-error: 89.33164585519997 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5635, best-error: 89.23840097490533 worst-error: 89.30078396096093 SearchModels iteration 92> population: 16, bsize: 64, queue: 59, observed: 5694, best-error: 89.23840097490533 worst-error: 89.27872222649219 SearchModels iteration 93> population: 16, bsize: 64, queue: 58, observed: 5752, best-error: 89.21875709364562 worst-error: 89.2588798057505 SearchModels iteration 94> population: 16, bsize: 64, queue: 60, observed: 5812, best-error: 89.1977220006791 worst-error: 89.2465480728679 SearchModels iteration 95> population: 16, bsize: 64, queue: 58, observed: 5870, best-error: 89.15587209883424 worst-error: 89.23059104768997 SearchModels iteration 96> population: 16, bsize: 64, queue: 62, observed: 5932, best-error: 89.1538379477108 worst-error: 89.20324928989426 SearchModels iteration 97> population: 16, bsize: 64, queue: 53, observed: 5985, best-error: 89.1538379477108 worst-error: 89.17889569473436 SearchModels iteration 98> population: 16, bsize: 64, queue: 59, observed: 6044, best-error: 89.1308089352475 worst-error: 89.1621380825929 SearchModels iteration 99> population: 16, bsize: 64, queue: 61, observed: 6105, best-error: 89.10233146374092 worst-error: 89.1439317077135 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.42196724312456446, 0.5709242797289527, 0.5710494290417383, 0.712837252363291, 0.9308322104770338] 1 => ([-0.2866125890742242, -0.03249825757119855, -0.09235970754328125, 0.7234364446696586, 0.9400972571946331] => 89.0885540262302) 2 => ([-0.28391896971883596, -0.03312666015649724, -0.09362135831114966, 0.7234364446759105, 0.9400972571949446] => 89.10233146374092) 3 => ([-0.28391896971883596, -0.03312666015649724, -0.093630721383288, 0.7234364446759105, 0.9400972571949446] => 89.10263561646882) 4 => ([-0.28222447573233805, -0.032479508221339076, -0.09438591711015638, 0.7234364446810259, 0.9400972571951993] => 89.11577149330992) 5 => ([-0.285339502794286, -0.03274440504380184, -0.09375422736769051, 0.7234364446713637, 0.9400972571947181] => 89.119564050211) 6 => ([-0.28558915800599805, -0.03290389505788753, -0.09370820787448465, 0.7234364446617014, 0.9400972571942368] => 89.11972103268711) 7 => ([-0.28652483879152674, -0.03278000841001284, -0.09354296482237837, 0.7234364446644012, 0.9400972571943713] => 89.12247992963604) 8 => ([-0.2857347907613721, -0.032721691524629434, -0.09374564899804322, 0.7234364446568704, 0.9400972571939962] => 89.1226494463383) 9 => ([-0.287955360494658, -0.032810931774618045, -0.0934325240080336, 0.7234364446810259, 0.9400972571951993] => 89.1308089352475) 10 => ([-0.28650104049215974, -0.032645219997978564, -0.093909220559095, 0.7234364446810259, 0.9400972571951993] => 89.1347425036583) 11 => ([-0.28391896971883596, -0.03312666015649724, -0.09456702859712088, 0.7234364446759105, 0.9400972571949446] => 89.13485729999056) 12 => ([-0.285339502794286, -0.03274440504380184, -0.09422706251067613, 0.7234364446713637, 0.9400972571947181] => 89.13567241927376) 13 => ([-0.28558915800599805, -0.03290389505788753, -0.09418104301747027, 0.7234364446617014, 0.9400972571942368] => 89.13574856515189) 14 => ([-0.28759772950903284, -0.032814784348545734, -0.09369723856738554, 0.7234364446821626, 0.9400972571952559] => 89.13640863921003) 15 => ([-0.286760035869736, -0.032362149931106435, -0.09388709642423138, 0.7234364446668168, 0.9400972571944916] => 89.13690796259942) Test Summary: | Total Time SearchModels.jl | 0 5.8s ===== RoseParams without inspect_population SearchModels> search params iter=0, initialpopulation=1000, maxpopulation=16, bsize=32, mutbsize=100, crossbsize=100 SearchModels iteration 1> population: 16, bsize: 32, queue: 160, observed: 1128, best-error: 0.0999999999999996 worst-error: 11.299999999999994 SearchModels iteration 2> population: 16, bsize: 32, queue: 163, observed: 1291, best-error: 0.0999999999999996 worst-error: 3.049999999999999 SearchModels iteration 3> population: 16, bsize: 32, queue: 160, observed: 1451, best-error: 0.0999999999999996 worst-error: 1.7587890625 SearchModels iteration 4> population: 16, bsize: 32, queue: 156, observed: 1607, best-error: 0.0999999999999996 worst-error: 0.4999999999999999 SearchModels iteration 5> population: 16, bsize: 32, queue: 167, observed: 1774, best-error: 0.09812500000000045 worst-error: 0.2592211914062508 SearchModels iteration 6> population: 16, bsize: 32, queue: 168, observed: 1942, best-error: 0.09812500000000045 worst-error: 0.15722915649414085 SearchModels iteration 7> population: 16, bsize: 32, queue: 165, observed: 2107, best-error: 0.06472656250000049 worst-error: 0.11895813941955624 SearchModels iteration 8> population: 16, bsize: 32, queue: 172, observed: 2279, best-error: 0.05066406250000002 worst-error: 0.09283447265625012 SearchModels iteration 9> population: 16, bsize: 32, queue: 163, observed: 2442, best-error: 0.05066406250000002 worst-error: 0.07570571899414061 SearchModels iteration 10> population: 16, bsize: 32, queue: 166, observed: 2608, best-error: 0.05066406250000002 worst-error: 0.06580307685071608 SearchModels iteration 11> population: 16, bsize: 32, queue: 153, observed: 2761, best-error: 0.05066406250000002 worst-error: 0.060183258056640584 SearchModels iteration 12> population: 16, bsize: 32, queue: 150, observed: 2911, best-error: 0.05066406250000002 worst-error: 0.056384354270994884 SearchModels iteration 13> population: 16, bsize: 32, queue: 162, observed: 3073, best-error: 0.05066406250000002 worst-error: 0.05376518610864894 SearchModels iteration 14> population: 16, bsize: 32, queue: 171, observed: 3244, best-error: 0.05066406250000002 worst-error: 0.05257409832222048 SearchModels iteration 15> population: 16, bsize: 32, queue: 145, observed: 3389, best-error: 0.05063950538635257 worst-error: 0.05154361625682221 SearchModels iteration 16> population: 16, bsize: 32, queue: 146, observed: 3535, best-error: 0.05062826395034794 worst-error: 0.050957451680160415 SearchModels iteration 17> population: 16, bsize: 32, queue: 107, observed: 3642, best-error: 0.050625275522470516 worst-error: 0.0507208448648453 SearchModels iteration 18> population: 16, bsize: 32, queue: 107, observed: 3749, best-error: 0.05062504306435589 worst-error: 0.05063274621963506 SearchModels iteration 19> population: 16, bsize: 32, queue: 93, observed: 3842, best-error: 0.05062500134110454 worst-error: 0.050625275522470516 SearchModels iteration 20> population: 16, bsize: 32, queue: 76, observed: 3918, best-error: 0.05062500028172512 worst-error: 0.05062501453096051 SearchModels> stop by convergence error=(0.7749999999999999, 0.6006217956542969) => 0.050625001026783176, iter=21 (of 300) 1 => ((0.7749999999999999, 0.6006248474121093) => 0.05062500000232834) 2 => ((0.7749999999999999, 0.6006252288818359) => 0.05062500000523873) 3 => ((0.7749999999999999, 0.6006244659423828) => 0.05062500002852179) 4 => ((0.7749999999999999, 0.6006256103515625) => 0.05062500003725294) 5 => ((0.7749999999999999, 0.6006240844726562) => 0.05062500008381907) 6 => ((0.7749999999999999, 0.6006259918212891) => 0.05062500009837099) 7 => ((0.7749999999999999, 0.6006237030029297) => 0.05062500016822018) 8 => ((0.7749999999999999, 0.6006263732910155) => 0.05062500018859286) 9 => ((0.7749999999999999, 0.6006233215332031) => 0.05062500028172512) 10 => ((0.7749999999999999, 0.6006267547607421) => 0.05062500030791856) 11 => ((0.7749999999999999, 0.6006271362304687) => 0.0506250004563481) 12 => ((0.7749999999999999, 0.6006225585937499) => 0.050625000596046486) 13 => ((0.7749999999999999, 0.6006221771240234) => 0.05062500079686292) 14 => ((0.7749999999999999, 0.6006278991699219) => 0.050625000840518665) 15 => ((0.7749999999999999, 0.600621795654297) => 0.050625001026783176) ===== 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: 165, observed: 1136, best-error: 2.319999999999999 worst-error: 22.49999999999998 SearchModels iteration 2> population: 16, bsize: 32, queue: 169, observed: 1305, best-error: 0.6500000000000002 worst-error: 4.500000000000001 SearchModels iteration 3> population: 16, bsize: 32, queue: 157, observed: 1462, best-error: 0.4999999999999999 worst-error: 1.5624999999999996 SearchModels iteration 4> population: 16, bsize: 32, queue: 154, observed: 1616, best-error: 0.0999999999999996 worst-error: 0.865625 SearchModels iteration 5> population: 16, bsize: 32, queue: 153, observed: 1769, best-error: 0.0999999999999996 worst-error: 0.5855102539062499 SearchModels iteration 6> population: 16, bsize: 32, queue: 156, observed: 1925, best-error: 0.0999999999999996 worst-error: 0.49701187133789065 SearchModels iteration 7> population: 16, bsize: 32, queue: 151, observed: 2076, best-error: 0.0999999999999996 worst-error: 0.47760009765625006 SearchModels iteration 8> population: 16, bsize: 32, queue: 135, observed: 2211, best-error: 0.0999999999999996 worst-error: 0.46510269165039053 SearchModels iteration 9> population: 16, bsize: 32, queue: 125, observed: 2336, best-error: 0.0999999999999996 worst-error: 0.46115204811096194 SearchModels iteration 10> population: 16, bsize: 32, queue: 141, observed: 2477, best-error: 0.0999999999999996 worst-error: 0.4594825744628906 SearchModels iteration 11> population: 16, bsize: 32, queue: 137, observed: 2614, best-error: 0.0999999999999996 worst-error: 0.45837846357608214 SearchModels iteration 12> population: 16, bsize: 32, queue: 132, observed: 2746, best-error: 0.0999999999999996 worst-error: 0.4575021018717962 SearchModels iteration 13> population: 16, bsize: 32, queue: 133, observed: 2879, best-error: 0.0999999999999996 worst-error: 0.4570474728920089 SearchModels iteration 14> population: 16, bsize: 32, queue: 123, observed: 3002, best-error: 0.0999999999999996 worst-error: 0.45687180046793396 SearchModels iteration 15> population: 16, bsize: 32, queue: 124, observed: 3126, best-error: 0.0999999999999996 worst-error: 0.45674901822689273 SearchModels iteration 16> population: 16, bsize: 32, queue: 101, observed: 3227, best-error: 0.0999999999999996 worst-error: 0.4566968595096603 SearchModels iteration 17> population: 16, bsize: 32, queue: 117, observed: 3344, best-error: 0.0999999999999996 worst-error: 0.4566774579613883 SearchModels iteration 18> population: 16, bsize: 32, queue: 103, observed: 3447, best-error: 0.0999999999999996 worst-error: 0.45667480162695867 SearchModels iteration 19> population: 16, bsize: 32, queue: 103, observed: 3550, best-error: 0.0999999999999996 worst-error: 0.4566745521208304 SearchModels> stop by convergence error=(0.3317611694335938, 0.09999999999999999) => 0.45667451044314533, iter=20 (of 300) 1 => ((1.3, 1.7) => 0.0999999999999996) 2 => ((0.33177032470703127, 0.1) => 0.45667450757129197) 3 => ((0.33177032470703127, 0.09999999999999999) => 0.456674507571292) 4 => ((0.33176574707031253, 0.1) => 0.4566745080214835) 5 => ((0.3317657470703125, 0.09999999999999999) => 0.4566745080214836) 6 => ((0.3317657470703125, 0.1) => 0.4566745080214836) 7 => ((0.33177490234374996, 0.09999999999999999) => 0.4566745090926467) 8 => ((0.33177490234375007, 0.1) => 0.4566745090926467) 9 => ((0.33177490234374996, 0.1) => 0.4566745090926467) 10 => ((0.33177490234375007, 0.09999999999999999) => 0.45667450909264673) 11 => ((0.33177490234375, 0.1) => 0.45667450909264673) 12 => ((0.33177490234375, 0.09999999999999999) => 0.45667450909264673) 13 => ((0.33176116943359374, 0.1) => 0.4566745104431452) 14 => ((0.33176116943359374, 0.09999999999999999) => 0.4566745104431452) 15 => ((0.3317611694335938, 0.1) => 0.4566745104431453) Test Summary: | Total Time SearchModels.jl | 0 2.1s Testing SearchModels tests passed Testing completed after 35.7s PkgEval succeeded after 73.59s