Package evaluation to test SearchModels on Julia 1.13.0-alpha2.30 (5abf758bb1*) started at 2026-01-08T23:44:28.352 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.57s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [0e966ebe] + SearchModels v0.5.0 Updating `~/.julia/environments/v1.13/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 v1.12.0 [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 v1.0.0 [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 v5.15.0+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 To see why use `status --outdated -m` Installation completed after 1.06s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 26.01s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_2y2tMp/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_2y2tMp/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 v1.12.0 [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 v1.0.0 [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 v5.15.0+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:2789 ┌ 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:2789 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: 46917.86318674366 worst-error: 835705.2533898312 SearchModels iteration 2> population: 16, bsize: 64, queue: 61, observed: 418, best-error: 1569.253926508135 worst-error: 75739.77700764226 SearchModels iteration 3> population: 16, bsize: 64, queue: 62, observed: 480, best-error: 1501.7604588173444 worst-error: 13144.79234086032 SearchModels iteration 4> population: 16, bsize: 64, queue: 57, observed: 537, best-error: 273.39913331338715 worst-error: 2730.3296031945256 SearchModels iteration 5> population: 16, bsize: 64, queue: 55, observed: 592, best-error: 87.10007151331791 worst-error: 1064.2182742903753 SearchModels iteration 6> population: 16, bsize: 64, queue: 57, observed: 649, best-error: 80.37828360574755 worst-error: 320.59861218087786 SearchModels iteration 7> population: 16, bsize: 64, queue: 58, observed: 707, best-error: 80.37828360574755 worst-error: 146.51098593100272 SearchModels iteration 8> population: 16, bsize: 64, queue: 56, observed: 763, best-error: 73.85219972913433 worst-error: 87.10007151331791 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 821, best-error: 69.31044012805941 worst-error: 75.54427029504555 SearchModels iteration 10> population: 16, bsize: 64, queue: 60, observed: 881, best-error: 69.31044012805941 worst-error: 71.92410872613797 SearchModels iteration 11> population: 16, bsize: 64, queue: 62, observed: 943, best-error: 68.26456324407364 worst-error: 70.29944659100397 SearchModels iteration 12> population: 16, bsize: 64, queue: 61, observed: 1004, best-error: 67.99010449685281 worst-error: 69.29201540035572 SearchModels iteration 13> population: 16, bsize: 64, queue: 58, observed: 1062, best-error: 66.79329142528641 worst-error: 68.65486451319738 SearchModels iteration 14> population: 16, bsize: 64, queue: 56, observed: 1118, best-error: 66.51864257967594 worst-error: 67.43562683595134 SearchModels iteration 15> population: 16, bsize: 64, queue: 60, observed: 1178, best-error: 66.41965996871494 worst-error: 66.91149844124435 SearchModels iteration 16> population: 16, bsize: 64, queue: 56, observed: 1234, best-error: 66.1631059525118 worst-error: 66.75970144176624 SearchModels iteration 17> population: 16, bsize: 64, queue: 63, observed: 1297, best-error: 65.96142932143968 worst-error: 66.51864257967594 SearchModels iteration 18> population: 16, bsize: 64, queue: 55, observed: 1352, best-error: 65.96142932143968 worst-error: 66.30203495825535 SearchModels iteration 19> population: 16, bsize: 64, queue: 57, observed: 1409, best-error: 65.84149592156786 worst-error: 66.13183725006286 SearchModels iteration 20> population: 16, bsize: 64, queue: 58, observed: 1467, best-error: 65.46828002399556 worst-error: 66.00418953087338 SearchModels iteration 21> population: 16, bsize: 64, queue: 57, observed: 1524, best-error: 65.4230477341169 worst-error: 65.8563477665163 SearchModels iteration 22> population: 16, bsize: 64, queue: 57, observed: 1581, best-error: 65.37790082666511 worst-error: 65.71624484357017 SearchModels iteration 23> population: 16, bsize: 64, queue: 60, observed: 1641, best-error: 65.27597259915858 worst-error: 65.50412024106147 SearchModels iteration 24> population: 16, bsize: 64, queue: 61, observed: 1702, best-error: 65.27597259915858 worst-error: 65.43020373104777 SearchModels iteration 25> population: 16, bsize: 64, queue: 56, observed: 1758, best-error: 65.05348668658144 worst-error: 65.34771802342914 SearchModels iteration 26> population: 16, bsize: 64, queue: 61, observed: 1819, best-error: 65.01934923603922 worst-error: 65.29783054635911 SearchModels iteration 27> population: 16, bsize: 64, queue: 59, observed: 1878, best-error: 64.98646445020262 worst-error: 65.17860197344426 SearchModels iteration 28> population: 16, bsize: 64, queue: 57, observed: 1935, best-error: 64.93887710898487 worst-error: 65.08720499993649 SearchModels iteration 29> population: 16, bsize: 64, queue: 61, observed: 1996, best-error: 64.93887710898487 worst-error: 65.04845648541104 SearchModels iteration 30> population: 16, bsize: 64, queue: 53, observed: 2049, best-error: 64.78186541800527 worst-error: 64.98646445020262 SearchModels iteration 31> population: 16, bsize: 64, queue: 60, observed: 2109, best-error: 64.7645926192802 worst-error: 64.93582722934464 SearchModels iteration 32> population: 16, bsize: 64, queue: 59, observed: 2168, best-error: 64.7645926192802 worst-error: 64.85339029445586 SearchModels iteration 33> population: 16, bsize: 64, queue: 57, observed: 2225, best-error: 64.56580263899475 worst-error: 64.7997633188761 SearchModels iteration 34> population: 16, bsize: 64, queue: 60, observed: 2285, best-error: 64.50683561025387 worst-error: 64.72542930138587 SearchModels iteration 35> population: 16, bsize: 64, queue: 59, observed: 2344, best-error: 64.50204375849434 worst-error: 64.61422836490566 SearchModels iteration 36> population: 16, bsize: 64, queue: 62, observed: 2406, best-error: 64.34941118147457 worst-error: 64.53362729447367 SearchModels iteration 37> population: 16, bsize: 64, queue: 62, observed: 2468, best-error: 64.32317869509265 worst-error: 64.50204375849434 SearchModels iteration 38> population: 16, bsize: 64, queue: 57, observed: 2525, best-error: 64.19275342094252 worst-error: 64.40796677086517 SearchModels iteration 39> population: 16, bsize: 64, queue: 58, observed: 2583, best-error: 64.15967897159365 worst-error: 64.33926663214068 SearchModels iteration 40> population: 16, bsize: 64, queue: 63, observed: 2646, best-error: 64.1400957535028 worst-error: 64.2723948803124 SearchModels iteration 41> population: 16, bsize: 64, queue: 60, observed: 2706, best-error: 64.0592926540137 worst-error: 64.20943279922838 SearchModels iteration 42> population: 16, bsize: 64, queue: 56, observed: 2762, best-error: 63.93501407592643 worst-error: 64.15875191428322 SearchModels iteration 43> population: 16, bsize: 64, queue: 60, observed: 2822, best-error: 63.93501407592643 worst-error: 64.08754242802863 SearchModels iteration 44> population: 16, bsize: 64, queue: 58, observed: 2880, best-error: 63.91198848030633 worst-error: 64.02240305268214 SearchModels iteration 45> population: 16, bsize: 64, queue: 61, observed: 2941, best-error: 63.88219581571717 worst-error: 63.96547063292756 SearchModels iteration 46> population: 16, bsize: 64, queue: 59, observed: 3000, best-error: 63.84588480195501 worst-error: 63.93501407592643 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3058, best-error: 63.81278071268292 worst-error: 63.9082894771052 SearchModels iteration 48> population: 16, bsize: 64, queue: 60, observed: 3118, best-error: 63.77376251881955 worst-error: 63.872247814384856 SearchModels iteration 49> population: 16, bsize: 64, queue: 52, observed: 3170, best-error: 63.6657921131382 worst-error: 63.82131953940594 SearchModels iteration 50> population: 16, bsize: 64, queue: 58, observed: 3228, best-error: 63.6657921131382 worst-error: 63.7998716376298 SearchModels iteration 51> population: 16, bsize: 64, queue: 55, observed: 3283, best-error: 63.63850046143822 worst-error: 63.734767529103785 SearchModels iteration 52> population: 16, bsize: 64, queue: 62, observed: 3345, best-error: 63.575375328270106 worst-error: 63.69629911247363 SearchModels iteration 53> population: 16, bsize: 64, queue: 57, observed: 3402, best-error: 63.575375328270106 worst-error: 63.660618607082434 SearchModels iteration 54> population: 16, bsize: 64, queue: 61, observed: 3463, best-error: 63.56072423202459 worst-error: 63.62707552165662 SearchModels iteration 55> population: 16, bsize: 64, queue: 60, observed: 3523, best-error: 63.474674610733445 worst-error: 63.59177371757939 SearchModels iteration 56> population: 16, bsize: 64, queue: 62, observed: 3585, best-error: 63.474674610733445 worst-error: 63.56844816932147 SearchModels iteration 57> population: 16, bsize: 64, queue: 58, observed: 3643, best-error: 63.451033083233916 worst-error: 63.52970659550439 SearchModels iteration 58> population: 16, bsize: 64, queue: 56, observed: 3699, best-error: 63.451033083233916 worst-error: 63.5021831268911 SearchModels iteration 59> population: 16, bsize: 64, queue: 54, observed: 3753, best-error: 63.40029666762017 worst-error: 63.478788136657464 SearchModels iteration 60> population: 16, bsize: 64, queue: 60, observed: 3813, best-error: 63.315653709053144 worst-error: 63.451033083233916 SearchModels iteration 61> population: 16, bsize: 64, queue: 59, observed: 3872, best-error: 63.315653709053144 worst-error: 63.40264280899903 SearchModels iteration 62> population: 16, bsize: 64, queue: 55, observed: 3927, best-error: 63.27148540655732 worst-error: 63.359964225472204 SearchModels iteration 63> population: 16, bsize: 64, queue: 58, observed: 3985, best-error: 63.185520105671614 worst-error: 63.315653709053144 SearchModels iteration 64> population: 16, bsize: 64, queue: 57, observed: 4042, best-error: 63.17117287293123 worst-error: 63.27540731182605 SearchModels iteration 65> population: 16, bsize: 64, queue: 57, observed: 4099, best-error: 63.1463051733404 worst-error: 63.23385269225563 SearchModels iteration 66> population: 16, bsize: 64, queue: 56, observed: 4155, best-error: 63.1463051733404 worst-error: 63.19219024468977 SearchModels iteration 67> population: 16, bsize: 64, queue: 59, observed: 4214, best-error: 63.1463051733404 worst-error: 63.17448511867624 SearchModels iteration 68> population: 16, bsize: 64, queue: 58, observed: 4272, best-error: 63.1463051733404 worst-error: 63.16402956171232 SearchModels iteration 69> population: 16, bsize: 64, queue: 62, observed: 4334, best-error: 63.086199073358124 worst-error: 63.15501611938243 SearchModels iteration 70> population: 16, bsize: 64, queue: 56, observed: 4390, best-error: 63.05640226291613 worst-error: 63.139510449003964 SearchModels iteration 71> population: 16, bsize: 64, queue: 59, observed: 4449, best-error: 63.05640226291613 worst-error: 63.105477029367954 SearchModels iteration 72> population: 16, bsize: 64, queue: 60, observed: 4509, best-error: 63.05640226291613 worst-error: 63.086709158209146 SearchModels iteration 73> population: 16, bsize: 64, queue: 60, observed: 4569, best-error: 63.020890651817744 worst-error: 63.077082177382714 SearchModels iteration 74> population: 16, bsize: 64, queue: 58, observed: 4627, best-error: 63.020369884260795 worst-error: 63.05552501300075 SearchModels iteration 75> population: 16, bsize: 64, queue: 60, observed: 4687, best-error: 62.99823534255623 worst-error: 63.041231264655494 SearchModels iteration 76> population: 16, bsize: 64, queue: 60, observed: 4747, best-error: 62.934987009194906 worst-error: 63.0313856476087 SearchModels iteration 77> population: 16, bsize: 64, queue: 57, observed: 4804, best-error: 62.90527866919619 worst-error: 62.999418675054976 SearchModels iteration 78> population: 16, bsize: 64, queue: 55, observed: 4859, best-error: 62.900128509048336 worst-error: 62.960005418816685 SearchModels iteration 79> population: 16, bsize: 64, queue: 62, observed: 4921, best-error: 62.900128509048336 worst-error: 62.94142912209408 SearchModels iteration 80> population: 16, bsize: 64, queue: 60, observed: 4981, best-error: 62.870316712175985 worst-error: 62.91377004433203 SearchModels iteration 81> population: 16, bsize: 64, queue: 59, observed: 5040, best-error: 62.81896908106629 worst-error: 62.895386897522194 SearchModels iteration 82> population: 16, bsize: 64, queue: 57, observed: 5097, best-error: 62.81896908106629 worst-error: 62.88452282769255 SearchModels iteration 83> population: 16, bsize: 64, queue: 55, observed: 5152, best-error: 62.7823882029669 worst-error: 62.85479022514356 SearchModels iteration 84> population: 16, bsize: 64, queue: 57, observed: 5209, best-error: 62.781559518612674 worst-error: 62.84250563597091 SearchModels iteration 85> population: 16, bsize: 64, queue: 56, observed: 5265, best-error: 62.73972649686286 worst-error: 62.81377278811025 SearchModels iteration 86> population: 16, bsize: 64, queue: 59, observed: 5324, best-error: 62.724713967620055 worst-error: 62.78948213243188 SearchModels iteration 87> population: 16, bsize: 64, queue: 57, observed: 5381, best-error: 62.724713967620055 worst-error: 62.77018814806669 SearchModels iteration 88> population: 16, bsize: 64, queue: 60, observed: 5441, best-error: 62.71038033088781 worst-error: 62.74312448060006 SearchModels iteration 89> population: 16, bsize: 64, queue: 57, observed: 5498, best-error: 62.68478571759164 worst-error: 62.7321555977418 SearchModels iteration 90> population: 16, bsize: 64, queue: 61, observed: 5559, best-error: 62.645433157635054 worst-error: 62.713400210137806 SearchModels iteration 91> population: 16, bsize: 64, queue: 61, observed: 5620, best-error: 62.63074655437855 worst-error: 62.68923570786402 SearchModels iteration 92> population: 16, bsize: 64, queue: 62, observed: 5682, best-error: 62.62777643569979 worst-error: 62.66312881390189 SearchModels iteration 93> population: 16, bsize: 64, queue: 58, observed: 5740, best-error: 62.61436146377114 worst-error: 62.644159692302 SearchModels iteration 94> population: 16, bsize: 64, queue: 57, observed: 5797, best-error: 62.57486984154784 worst-error: 62.62777643569979 SearchModels iteration 95> population: 16, bsize: 64, queue: 61, observed: 5858, best-error: 62.574701022594496 worst-error: 62.60976033447126 SearchModels iteration 96> population: 16, bsize: 64, queue: 53, observed: 5911, best-error: 62.543867391027334 worst-error: 62.587711360167 SearchModels iteration 97> population: 16, bsize: 64, queue: 56, observed: 5967, best-error: 62.51246807531297 worst-error: 62.5644210585268 SearchModels iteration 98> population: 16, bsize: 64, queue: 58, observed: 6025, best-error: 62.483084721660724 worst-error: 62.550474736644865 SearchModels iteration 99> population: 16, bsize: 64, queue: 56, observed: 6081, best-error: 62.478321620295404 worst-error: 62.52363746260204 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.34125580090339636, 0.8084257667874449, 0.5706618115510264, 0.07457217966470209, 0.33255732276784755] 1 => ([-0.3127106496174223, 0.24657147552065023, 0.0035288094878042162, 0.08245498102189029, 0.3395659832230107] => 62.46444730383539) 2 => ([-0.3113180098991803, 0.24648166386705278, 0.003432087028405121, 0.08245435738344244, 0.3395659832230107] => 62.478321620295404) 3 => ([-0.3141958573689408, 0.24562229975330657, 0.0035358404345162734, 0.08239760628468742, 0.3395659832230107] => 62.483084721660724) 4 => ([-0.3135584536783691, 0.24605198181017968, 0.003475034841474545, 0.08242598183406494, 0.3395659832230107] => 62.49190160749866) 5 => ([-0.3144626362617983, 0.24648166386705278, 0.003501422119888053, 0.08245435738344244, 0.3395659832230107] => 62.492123130348595) 6 => ([-0.3149973774132493, 0.24562229975330657, 0.0035269115445301213, 0.08239760628468742, 0.3395659832230107] => 62.4944586373211) 7 => ([-0.3137608568694922, 0.24588705709540418, 0.0034728738601215135, 0.08242598183406494, 0.3395659832230107] => 62.49570780735709) 8 => ([-0.31449472428590663, 0.24648166386705278, 0.003484976332882834, 0.08245435738344244, 0.3395659832230107] => 62.497331158936284) 9 => ([-0.3152334682451796, 0.24556479555274935, 0.0035250011564583253, 0.0824047001720318, 0.3395659832230107] => 62.49799516305088) 10 => ([-0.3151831995529901, 0.24540167189838516, 0.0035151806257836225, 0.08242255182260172, 0.3395659832230107] => 62.501509946469774) 11 => ([-0.3144626362617983, 0.24648166386705278, 0.0034667545741465873, 0.08245435738344244, 0.3395659832230107] => 62.5023653163916) 12 => ([-0.317671438672633, 0.24894648050572332, 0.0035378656373605474, 0.08245435738344244, 0.3395659832230107] => 62.50256342894284) 13 => ([-0.31501680674126864, 0.2448762367680643, 0.0035148556072602238, 0.08242629365328885, 0.3395659832230107] => 62.50293407928416) 14 => ([-0.3152664753275868, 0.24567221606696762, 0.003507479098084668, 0.08241179405937618, 0.3395659832230107] => 62.50296576073512) 15 => ([-0.3127106496174223, 0.24171304334932872, 0.0034938707800041746, 0.08245498102189029, 0.3395659832230107] => 62.50309193152717) Test Summary: | Total Time SearchModels.jl | 0 4.8s ===== 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: 167, observed: 1151, best-error: 0.0999999999999996 worst-error: 21.92000000000001 SearchModels iteration 2> population: 16, bsize: 32, queue: 161, observed: 1312, best-error: 0.0999999999999996 worst-error: 3.7699999999999982 SearchModels iteration 3> population: 16, bsize: 32, queue: 142, observed: 1454, best-error: 0.0999999999999996 worst-error: 1.5700000000000003 SearchModels iteration 4> population: 16, bsize: 32, queue: 142, observed: 1596, best-error: 0.0999999999999996 worst-error: 1.0506640624999999 SearchModels iteration 5> population: 16, bsize: 32, queue: 142, observed: 1738, best-error: 0.0999999999999996 worst-error: 0.8200000000000001 SearchModels iteration 6> population: 16, bsize: 32, queue: 158, observed: 1896, best-error: 0.0999999999999996 worst-error: 0.18363525390624857 SearchModels iteration 7> population: 16, bsize: 32, queue: 132, observed: 2028, best-error: 0.0999999999999996 worst-error: 0.12703156471252441 SearchModels iteration 8> population: 16, bsize: 32, queue: 141, observed: 2169, best-error: 0.09755082130432091 worst-error: 0.11000275611877446 SearchModels iteration 9> population: 16, bsize: 32, queue: 160, observed: 2329, best-error: 0.09600650433450912 worst-error: 0.1026026916503907 SearchModels iteration 10> population: 16, bsize: 32, queue: 163, observed: 2492, best-error: 0.09600650433450912 worst-error: 0.09941206030780446 SearchModels iteration 11> population: 16, bsize: 32, queue: 164, observed: 2656, best-error: 0.09600650433450912 worst-error: 0.09712379914009901 SearchModels iteration 12> population: 16, bsize: 32, queue: 146, observed: 2802, best-error: 0.09511117678368462 worst-error: 0.09623191881473758 SearchModels iteration 13> population: 16, bsize: 32, queue: 139, observed: 2941, best-error: 0.09508946494956937 worst-error: 0.09553464062469175 SearchModels iteration 14> population: 16, bsize: 32, queue: 148, observed: 3089, best-error: 0.0950278221984717 worst-error: 0.09524288814747707 SearchModels iteration 15> population: 16, bsize: 32, queue: 142, observed: 3231, best-error: 0.0950278221984717 worst-error: 0.09509215072538664 SearchModels iteration 16> population: 16, bsize: 32, queue: 120, observed: 3351, best-error: 0.09501927859891167 worst-error: 0.09504735063994303 SearchModels iteration 17> population: 16, bsize: 32, queue: 124, observed: 3475, best-error: 0.09501865816843759 worst-error: 0.09503023186042864 SearchModels iteration 18> population: 16, bsize: 32, queue: 115, observed: 3590, best-error: 0.09501865816843759 worst-error: 0.09502309050801817 SearchModels iteration 19> population: 16, bsize: 32, queue: 104, observed: 3694, best-error: 0.09501865816843759 worst-error: 0.09502062167956918 SearchModels iteration 20> population: 16, bsize: 32, queue: 102, observed: 3796, best-error: 0.09501863522225289 worst-error: 0.09501935545431209 SearchModels iteration 21> population: 16, bsize: 32, queue: 71, observed: 3867, best-error: 0.09501863451677235 worst-error: 0.09501870982800284 SearchModels> stop by convergence error=(1.30802116394043, 1.7121093749999998) => 0.0950186497400002, iter=22 (of 300) 1 => ((1.3080257415771483, 1.7121093749999998) => 0.0950186339722077) 2 => ((1.3080257415771488, 1.7121093749999998) => 0.09501863397220771) 3 => ((1.3080257415771486, 1.7121093749999998) => 0.09501863397220772) 4 => ((1.3080268859863282, 1.7121093749999998) => 0.09501863451677235) 5 => ((1.3080268859863284, 1.7121093749999998) => 0.0950186345167724) 6 => ((1.308024597167969, 1.7121093749999998) => 0.09501863522225289) 7 => ((1.3080280303955079, 1.7121093749999998) => 0.09501863685595151) 8 => ((1.308028030395508, 1.7121093749999998) => 0.09501863685595155) 9 => ((1.3080234527587893, 1.7121093749999998) => 0.09501863826690314) 10 => ((1.308023452758789, 1.7121093749999998) => 0.09501863826690315) 11 => ((1.3080291748046877, 1.7121093749999998) => 0.09501864098974991) 12 => ((1.3080291748046875, 1.7121093749999998) => 0.09501864098974992) 13 => ((1.3080223083496096, 1.7121093749999998) => 0.09501864310615381) 14 => ((1.3080223083496094, 1.7121093749999998) => 0.09501864310615382) 15 => ((1.3080303192138674, 1.7121093749999998) => 0.09501864691817223) ===== 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: 1.2999999999999974 worst-error: 19.40000000000001 SearchModels iteration 2> population: 16, bsize: 32, queue: 171, observed: 1309, best-error: 0.8500000000000055 worst-error: 4.519999999999998 SearchModels iteration 3> population: 16, bsize: 32, queue: 182, observed: 1491, best-error: 0.07812500000000044 worst-error: 1.2999999999999974 SearchModels iteration 4> population: 16, bsize: 32, queue: 174, observed: 1665, best-error: 0.0324999999999997 worst-error: 0.21816406249999887 SearchModels iteration 5> population: 16, bsize: 32, queue: 169, observed: 1834, best-error: 0.0324999999999997 worst-error: 0.07812499999999989 SearchModels iteration 6> population: 16, bsize: 32, queue: 157, observed: 1991, best-error: 0.0324999999999997 worst-error: 0.048313140869140646 SearchModels iteration 7> population: 16, bsize: 32, queue: 167, observed: 2158, best-error: 0.0324999999999997 worst-error: 0.040872345566749596 SearchModels iteration 8> population: 16, bsize: 32, queue: 163, observed: 2321, best-error: 0.03231514990329744 worst-error: 0.0363523960113526 SearchModels iteration 9> population: 16, bsize: 32, queue: 148, observed: 2469, best-error: 0.03207225743681193 worst-error: 0.03363062028074636 SearchModels iteration 10> population: 16, bsize: 32, queue: 151, observed: 2620, best-error: 0.03207225743681193 worst-error: 0.032730562121287235 SearchModels iteration 11> population: 16, bsize: 32, queue: 145, observed: 2765, best-error: 0.03207225743681193 worst-error: 0.03237141668796539 SearchModels iteration 12> population: 16, bsize: 32, queue: 144, observed: 2909, best-error: 0.03207225743681193 worst-error: 0.03222140562022106 SearchModels iteration 13> population: 16, bsize: 32, queue: 125, observed: 3034, best-error: 0.03207225743681193 worst-error: 0.03214167854970642 SearchModels iteration 14> population: 16, bsize: 32, queue: 129, observed: 3163, best-error: 0.03207225743681193 worst-error: 0.03210190971617469 SearchModels iteration 15> population: 16, bsize: 32, queue: 113, observed: 3276, best-error: 0.03207225743681193 worst-error: 0.03208100945922582 SearchModels iteration 16> population: 16, bsize: 32, queue: 117, observed: 3393, best-error: 0.03207205657216494 worst-error: 0.032075924030835375 SearchModels iteration 17> population: 16, bsize: 32, queue: 97, observed: 3490, best-error: 0.03207204456251753 worst-error: 0.03207299983641147 SearchModels iteration 18> population: 16, bsize: 32, queue: 97, observed: 3587, best-error: 0.03207204456251753 worst-error: 0.032072205046938126 SearchModels iteration 19> population: 16, bsize: 32, queue: 79, observed: 3666, best-error: 0.03207204367575098 worst-error: 0.03207207403717176 SearchModels> stop by convergence error=(1.1789299011230472, 1.390625) => 0.03207205280226429, iter=20 (of 300) 1 => ((1.1789260864257813, 1.390625) => 0.03207204367575098) 2 => ((1.1789253234863284, 1.390625) => 0.03207204379503753) 3 => ((1.1789268493652343, 1.390625) => 0.032072044204659145) 4 => ((1.1789268493652345, 1.390625) => 0.03207204420465915) 5 => ((1.1789268493652347, 1.390625) => 0.03207204420465917) 6 => ((1.178924560546875, 1.390625) => 0.03207204456251753) 7 => ((1.1789245605468752, 1.390625) => 0.03207204456251754) 8 => ((1.1789276123046877, 1.390625) => 0.03207204538176331) 9 => ((1.178923797607422, 1.390625) => 0.03207204597818976) 10 => ((1.1789283752441406, 1.390625) => 0.032072047207064726) 11 => ((1.1789283752441408, 1.390625) => 0.03207204720706474) 12 => ((1.1789230346679689, 1.390625) => 0.032072048042052936) 13 => ((1.1789291381835938, 1.390625) => 0.03207204968056461) 14 => ((1.178929138183594, 1.390625) => 0.032072049680564624) 15 => ((1.1789222717285157, 1.390625) => 0.03207205075410584) Test Summary: | Total Time SearchModels.jl | 0 2.1s Testing SearchModels tests passed Testing completed after 51.26s PkgEval succeeded after 99.45s