Package evaluation of SearchModels on Julia 1.13.0-DEV.1095 (0679da10f9*) started at 2025-09-07T14:05:11.490 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.04s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [0e966ebe] + SearchModels v0.4.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [34da2185] + Compat v4.18.0 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [ffbed154] + DocStringExtensions v0.9.5 [92d709cd] + IrrationalConstants v0.2.4 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [d96e819e] + Parameters v0.12.3 [0e966ebe] + SearchModels v0.4.1 [a2af1166] + SortingAlgorithms v1.2.2 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [3a884ed6] + UnPack v1.0.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [d6f4376e] + Markdown v1.11.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.13.1+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 1.13s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 22.01s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_ljAn3P/Project.toml` [d96e819e] Parameters v0.12.3 [0e966ebe] SearchModels v0.4.1 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_ljAn3P/Manifest.toml` [34da2185] Compat v4.18.0 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.5 [92d709cd] IrrationalConstants v0.2.4 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.1 [d96e819e] Parameters v0.12.3 [0e966ebe] SearchModels v0.4.1 [a2af1166] SortingAlgorithms v1.2.2 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [3a884ed6] UnPack v1.0.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [fa267f1f] TOML v1.0.3 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [4536629a] OpenBLAS_jll v0.3.29+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.13.1+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... SearchModels> search params iter=0, initialpopulation=300, maxpopulation=16, bsize=64, mutbsize=32, crossbsize=32 SearchModels iteration 1> population: 16, bsize: 64, queue: 63, observed: 363, best-error: 8657.256630247071 worst-error: 1.4027965041612461e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 59, observed: 422, best-error: 1743.6015809135647 worst-error: 39949.87783960383 SearchModels iteration 3> population: 16, bsize: 64, queue: 63, observed: 485, best-error: 447.9865801199744 worst-error: 4508.70399982194 SearchModels iteration 4> population: 16, bsize: 64, queue: 60, observed: 545, best-error: 113.31551412828851 worst-error: 938.90372082085 SearchModels iteration 5> population: 16, bsize: 64, queue: 62, observed: 607, best-error: 88.42337309258343 worst-error: 153.88483592019023 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 665, best-error: 75.81642873969562 worst-error: 97.05464702681199 SearchModels iteration 7> population: 16, bsize: 64, queue: 60, observed: 725, best-error: 70.66954650915413 worst-error: 82.94892320046335 SearchModels iteration 8> population: 16, bsize: 64, queue: 58, observed: 783, best-error: 66.83202453434298 worst-error: 75.67862820571638 SearchModels iteration 9> population: 16, bsize: 64, queue: 61, observed: 844, best-error: 65.43201497361119 worst-error: 68.25161901647532 SearchModels iteration 10> population: 16, bsize: 64, queue: 56, observed: 900, best-error: 63.710269186061495 worst-error: 66.13158423962167 SearchModels iteration 11> population: 16, bsize: 64, queue: 58, observed: 958, best-error: 63.710269186061495 worst-error: 64.74380175009723 SearchModels iteration 12> population: 16, bsize: 64, queue: 61, observed: 1019, best-error: 62.99023050322513 worst-error: 64.14533029340666 SearchModels iteration 13> population: 16, bsize: 64, queue: 55, observed: 1074, best-error: 62.99023050322513 worst-error: 63.9523464038557 SearchModels iteration 14> population: 16, bsize: 64, queue: 58, observed: 1132, best-error: 62.927739590337914 worst-error: 63.61078557636322 SearchModels iteration 15> population: 16, bsize: 64, queue: 60, observed: 1192, best-error: 62.927739590337914 worst-error: 63.23519654294512 SearchModels iteration 16> population: 16, bsize: 64, queue: 58, observed: 1250, best-error: 62.914432845862876 worst-error: 63.04693739941785 SearchModels iteration 17> population: 16, bsize: 64, queue: 57, observed: 1307, best-error: 62.62419408824435 worst-error: 62.97185245544384 SearchModels iteration 18> population: 16, bsize: 64, queue: 61, observed: 1368, best-error: 62.549707908757576 worst-error: 62.915602288691005 SearchModels iteration 19> population: 16, bsize: 64, queue: 62, observed: 1430, best-error: 62.51789618632488 worst-error: 62.680883936234046 SearchModels iteration 20> population: 16, bsize: 64, queue: 57, observed: 1487, best-error: 62.51789618632488 worst-error: 62.6044101764704 SearchModels iteration 21> population: 16, bsize: 64, queue: 56, observed: 1543, best-error: 62.51527362630375 worst-error: 62.55695643042143 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1601, best-error: 62.47837391362548 worst-error: 62.53516866928463 SearchModels iteration 23> population: 16, bsize: 64, queue: 56, observed: 1657, best-error: 62.44594151536536 worst-error: 62.520229116850075 SearchModels iteration 24> population: 16, bsize: 64, queue: 57, observed: 1714, best-error: 62.44594151536536 worst-error: 62.48385379268213 SearchModels iteration 25> population: 16, bsize: 64, queue: 58, observed: 1772, best-error: 62.411198537146795 worst-error: 62.46867603045637 SearchModels iteration 26> population: 16, bsize: 64, queue: 59, observed: 1831, best-error: 62.388648499561874 worst-error: 62.45057246573434 SearchModels iteration 27> population: 16, bsize: 64, queue: 58, observed: 1889, best-error: 62.388648499561874 worst-error: 62.42372968544401 SearchModels iteration 28> population: 16, bsize: 64, queue: 57, observed: 1946, best-error: 62.377398833422454 worst-error: 62.40578769600019 SearchModels iteration 29> population: 16, bsize: 64, queue: 61, observed: 2007, best-error: 62.33214262030249 worst-error: 62.390595019297216 SearchModels iteration 30> population: 16, bsize: 64, queue: 57, observed: 2064, best-error: 62.30876962356437 worst-error: 62.377398833422454 SearchModels iteration 31> population: 16, bsize: 64, queue: 59, observed: 2123, best-error: 62.279275684887324 worst-error: 62.35108877887556 SearchModels iteration 32> population: 16, bsize: 64, queue: 59, observed: 2182, best-error: 62.279275684887324 worst-error: 62.326852964434764 SearchModels iteration 33> population: 16, bsize: 64, queue: 57, observed: 2239, best-error: 62.25532950694031 worst-error: 62.30545419188747 SearchModels iteration 34> population: 16, bsize: 64, queue: 58, observed: 2297, best-error: 62.25532950694031 worst-error: 62.29383857624696 SearchModels iteration 35> population: 16, bsize: 64, queue: 61, observed: 2358, best-error: 62.25532950694031 worst-error: 62.28119059575692 SearchModels iteration 36> population: 16, bsize: 64, queue: 57, observed: 2415, best-error: 62.25532950694031 worst-error: 62.272031817161896 SearchModels iteration 37> population: 16, bsize: 64, queue: 58, observed: 2473, best-error: 62.22930930004124 worst-error: 62.26189617588504 SearchModels iteration 38> population: 16, bsize: 64, queue: 59, observed: 2532, best-error: 62.203112733051206 worst-error: 62.25255159443141 SearchModels iteration 39> population: 16, bsize: 64, queue: 61, observed: 2593, best-error: 62.203112733051206 worst-error: 62.23700918937475 SearchModels iteration 40> population: 16, bsize: 64, queue: 57, observed: 2650, best-error: 62.203112733051206 worst-error: 62.22226244090145 SearchModels iteration 41> population: 16, bsize: 64, queue: 57, observed: 2707, best-error: 62.203112733051206 worst-error: 62.21227155836819 SearchModels iteration 42> population: 16, bsize: 64, queue: 59, observed: 2766, best-error: 62.203112733051206 worst-error: 62.20802549742095 SearchModels iteration 43> population: 16, bsize: 64, queue: 60, observed: 2826, best-error: 62.19998680581309 worst-error: 62.20510461496808 SearchModels iteration 44> population: 16, bsize: 64, queue: 60, observed: 2886, best-error: 62.16700831445934 worst-error: 62.20235744661465 SearchModels iteration 45> population: 16, bsize: 64, queue: 59, observed: 2945, best-error: 62.15542083828903 worst-error: 62.18505959684299 SearchModels iteration 46> population: 16, bsize: 64, queue: 59, observed: 3004, best-error: 62.14711671455006 worst-error: 62.17425385034663 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3062, best-error: 62.14300483948027 worst-error: 62.16391934985691 SearchModels iteration 48> population: 16, bsize: 64, queue: 60, observed: 3122, best-error: 62.142994792780364 worst-error: 62.15425583982761 SearchModels iteration 49> population: 16, bsize: 64, queue: 61, observed: 3183, best-error: 62.13969494047705 worst-error: 62.14741668970358 SearchModels iteration 50> population: 16, bsize: 64, queue: 56, observed: 3239, best-error: 62.11949396334111 worst-error: 62.143510490850375 SearchModels iteration 51> population: 16, bsize: 64, queue: 59, observed: 3298, best-error: 62.11949396334111 worst-error: 62.13667637277831 SearchModels iteration 52> population: 16, bsize: 64, queue: 57, observed: 3355, best-error: 62.11949396334111 worst-error: 62.12807944183422 SearchModels iteration 53> population: 16, bsize: 64, queue: 55, observed: 3410, best-error: 62.1134969950935 worst-error: 62.12345714478701 SearchModels iteration 54> population: 16, bsize: 64, queue: 57, observed: 3467, best-error: 62.1134969950935 worst-error: 62.120994222784375 SearchModels iteration 55> population: 16, bsize: 64, queue: 60, observed: 3527, best-error: 62.101773695460366 worst-error: 62.11576604365559 SearchModels iteration 56> population: 16, bsize: 64, queue: 57, observed: 3584, best-error: 62.10044801345754 worst-error: 62.11200580673671 SearchModels iteration 57> population: 16, bsize: 64, queue: 60, observed: 3644, best-error: 62.09957534657948 worst-error: 62.10510624816365 SearchModels iteration 58> population: 16, bsize: 64, queue: 59, observed: 3703, best-error: 62.09421280525054 worst-error: 62.0997385902984 SearchModels iteration 59> population: 16, bsize: 64, queue: 59, observed: 3762, best-error: 62.06710936847594 worst-error: 62.09672484109377 SearchModels iteration 60> population: 16, bsize: 64, queue: 58, observed: 3820, best-error: 62.06710936847594 worst-error: 62.09449537908092 SearchModels iteration 61> population: 16, bsize: 64, queue: 57, observed: 3877, best-error: 62.06498848609569 worst-error: 62.082903712615675 SearchModels iteration 62> population: 16, bsize: 64, queue: 58, observed: 3935, best-error: 62.06300296874838 worst-error: 62.078305240483274 SearchModels iteration 63> population: 16, bsize: 64, queue: 56, observed: 3991, best-error: 62.06300296874838 worst-error: 62.072940100525685 SearchModels iteration 64> population: 16, bsize: 64, queue: 59, observed: 4050, best-error: 62.05731712837396 worst-error: 62.06818411421517 SearchModels iteration 65> population: 16, bsize: 64, queue: 62, observed: 4112, best-error: 62.03976070982115 worst-error: 62.06498086715461 SearchModels iteration 66> population: 16, bsize: 64, queue: 58, observed: 4170, best-error: 62.035424357645184 worst-error: 62.057253937129786 SearchModels iteration 67> population: 16, bsize: 64, queue: 62, observed: 4232, best-error: 62.02464824259474 worst-error: 62.051476527371584 SearchModels iteration 68> population: 16, bsize: 64, queue: 58, observed: 4290, best-error: 62.02464824259474 worst-error: 62.04392692103472 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4349, best-error: 62.02464824259474 worst-error: 62.037823175923116 SearchModels iteration 70> population: 16, bsize: 64, queue: 60, observed: 4409, best-error: 62.02464824259474 worst-error: 62.032914400918656 SearchModels iteration 71> population: 16, bsize: 64, queue: 59, observed: 4468, best-error: 62.006517712238406 worst-error: 62.02973400820726 SearchModels iteration 72> population: 16, bsize: 64, queue: 58, observed: 4526, best-error: 62.006517712238406 worst-error: 62.02806905940264 SearchModels iteration 73> population: 16, bsize: 64, queue: 59, observed: 4585, best-error: 62.006517712238406 worst-error: 62.018641580315936 SearchModels iteration 74> population: 16, bsize: 64, queue: 60, observed: 4645, best-error: 62.006517712238406 worst-error: 62.016372942263814 SearchModels iteration 75> population: 16, bsize: 64, queue: 58, observed: 4703, best-error: 61.99238238236269 worst-error: 62.01159439670344 SearchModels iteration 76> population: 16, bsize: 64, queue: 61, observed: 4764, best-error: 61.99238238236269 worst-error: 62.00366787451256 SearchModels iteration 77> population: 16, bsize: 64, queue: 59, observed: 4823, best-error: 61.9904410746665 worst-error: 61.99822788471914 SearchModels iteration 78> population: 16, bsize: 64, queue: 56, observed: 4879, best-error: 61.98045607626628 worst-error: 61.99351781088269 SearchModels iteration 79> population: 16, bsize: 64, queue: 54, observed: 4933, best-error: 61.9791417569715 worst-error: 61.99106660821956 SearchModels iteration 80> population: 16, bsize: 64, queue: 60, observed: 4993, best-error: 61.97781164319959 worst-error: 61.98477315525256 SearchModels iteration 81> population: 16, bsize: 64, queue: 57, observed: 5050, best-error: 61.97305797659356 worst-error: 61.979331308380154 SearchModels iteration 82> population: 16, bsize: 64, queue: 61, observed: 5111, best-error: 61.95803298781354 worst-error: 61.97791631260169 SearchModels iteration 83> population: 16, bsize: 64, queue: 57, observed: 5168, best-error: 61.93996232601707 worst-error: 61.97305797659356 SearchModels iteration 84> population: 16, bsize: 64, queue: 58, observed: 5226, best-error: 61.93996232601707 worst-error: 61.965999214635595 SearchModels iteration 85> population: 16, bsize: 64, queue: 59, observed: 5285, best-error: 61.93996232601707 worst-error: 61.95803298781354 SearchModels iteration 86> population: 16, bsize: 64, queue: 59, observed: 5344, best-error: 61.93996232601707 worst-error: 61.950517121394626 SearchModels iteration 87> population: 16, bsize: 64, queue: 54, observed: 5398, best-error: 61.929041017839374 worst-error: 61.94608850559827 SearchModels iteration 88> population: 16, bsize: 64, queue: 57, observed: 5455, best-error: 61.91202788703353 worst-error: 61.9437789920653 SearchModels iteration 89> population: 16, bsize: 64, queue: 59, observed: 5514, best-error: 61.91202788703353 worst-error: 61.93619330035895 SearchModels iteration 90> population: 16, bsize: 64, queue: 60, observed: 5574, best-error: 61.91202788703353 worst-error: 61.9284136878957 SearchModels iteration 91> population: 16, bsize: 64, queue: 57, observed: 5631, best-error: 61.91202788703353 worst-error: 61.92343677572202 SearchModels iteration 92> population: 16, bsize: 64, queue: 63, observed: 5694, best-error: 61.91202788703353 worst-error: 61.920044575997785 SearchModels iteration 93> population: 16, bsize: 64, queue: 57, observed: 5751, best-error: 61.90548942064256 worst-error: 61.91698527616978 SearchModels iteration 94> population: 16, bsize: 64, queue: 62, observed: 5813, best-error: 61.89016182140569 worst-error: 61.913984605311974 SearchModels iteration 95> population: 16, bsize: 64, queue: 59, observed: 5872, best-error: 61.89016182140569 worst-error: 61.90983443860576 SearchModels iteration 96> population: 16, bsize: 64, queue: 58, observed: 5930, best-error: 61.89016182140569 worst-error: 61.90500591380058 SearchModels iteration 97> population: 16, bsize: 64, queue: 60, observed: 5990, best-error: 61.88036887012058 worst-error: 61.8971488019947 SearchModels iteration 98> population: 16, bsize: 64, queue: 60, observed: 6050, best-error: 61.88036887012058 worst-error: 61.88967906875561 SearchModels iteration 99> population: 16, bsize: 64, queue: 59, observed: 6109, best-error: 61.87256896109923 worst-error: 61.88491464318186 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.7218406245617809, 0.45815052057453176, 0.7210558842737522, 0.04973184204827108, 0.5787980133888524] 1 => ([-0.09505764150049176, -0.1452973589925808, 0.18514177368310702, 0.058223183676991364, 0.586417909475752] => 61.86897226625846) 2 => ([-0.0950827412310174, -0.14428098665952815, 0.1850820978788798, 0.058373631180032595, 0.586417909475752] => 61.87256896109923) 3 => ([-0.09505764150049176, -0.1452973589925808, 0.18330868681495746, 0.058223183676991364, 0.586417909475752] => 61.87365799730344) 4 => ([-0.0953813899785746, -0.14545985878560574, 0.18508006994651774, 0.05829840742851192, 0.586417909475752] => 61.875603986320655) 5 => ([-0.09539889719989382, -0.14580139073927575, 0.18513946207100893, 0.058260795552751675, 0.586417909475752] => 61.87578426930443) 6 => ([-0.09590423726866959, -0.1460670582411916, 0.1852025385277204, 0.058223183676990906, 0.586417909475752] => 61.87928654088888) 7 => ([-0.09551181698727762, -0.14637039078611835, 0.18511092181481237, 0.05826079555275164, 0.586417909475752] => 61.87985026040266) 8 => ([-0.0950827412310174, -0.14573837036315976, 0.1850820978788798, 0.058373631180032595, 0.586417909475752] => 61.88036887012058) 9 => ([-0.0956800387261318, -0.14518686228879538, 0.18692882243429723, 0.05822318367699124, 0.586417909475752] => 61.8809920529222) 10 => ([-0.0956800387261318, -0.14663873091168333, 0.18507804201415567, 0.05822318367699124, 0.586417909475752] => 61.88112210388519) 11 => ([-0.09566494617529188, -0.14640259772584444, 0.18519846996715827, 0.05826079555275146, 0.586417909475752] => 61.88116044028102) 12 => ([-0.09555109133122727, -0.1462289406358842, 0.18512620590909168, 0.058298407428512, 0.586417909475752] => 61.88117072464984) 13 => ([-0.09554547957325704, -0.14624435147283318, 0.18511193578099341, 0.05829840742851198, 0.586417909475752] => 61.88120690473314) 14 => ([-0.09569382259513225, -0.14638924336282813, 0.1851572371543569, 0.058260795552751446, 0.586417909475752] => 61.881219771918566) 15 => ([-0.09562644858999475, -0.1461923447218317, 0.18508006994651774, 0.05829840742851192, 0.586417909475752] => 61.88141469578404) Test Summary: | Total Time SearchModels.jl | 0 6.0s ===== 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: 173, observed: 1145, best-error: 0.20000000000000026 worst-error: 15.219999999999994 SearchModels iteration 2> population: 16, bsize: 32, queue: 161, observed: 1306, best-error: 0.02000000000000048 worst-error: 3.153125 SearchModels iteration 3> population: 16, bsize: 32, queue: 169, observed: 1475, best-error: 0.02000000000000048 worst-error: 0.703125 SearchModels iteration 4> population: 16, bsize: 32, queue: 168, observed: 1643, best-error: 0.02000000000000048 worst-error: 0.10878906249999996 SearchModels iteration 5> population: 16, bsize: 32, queue: 171, observed: 1814, best-error: 0.02000000000000048 worst-error: 0.04953384399414066 SearchModels iteration 6> population: 16, bsize: 32, queue: 159, observed: 1973, best-error: 0.01660156249999989 worst-error: 0.026604003906250045 SearchModels iteration 7> population: 16, bsize: 32, queue: 164, observed: 2137, best-error: 0.01373291015625009 worst-error: 0.0197737216949466 SearchModels iteration 8> population: 16, bsize: 32, queue: 167, observed: 2304, best-error: 0.01373291015625009 worst-error: 0.016456766128540613 SearchModels iteration 9> population: 16, bsize: 32, queue: 168, observed: 2472, best-error: 0.012854003906249899 worst-error: 0.014947680272161985 SearchModels iteration 10> population: 16, bsize: 32, queue: 171, observed: 2643, best-error: 0.012854003906249899 worst-error: 0.014243241585791032 SearchModels iteration 11> population: 16, bsize: 32, queue: 168, observed: 2811, best-error: 0.012854003906249899 worst-error: 0.013425129922252354 SearchModels iteration 12> population: 16, bsize: 32, queue: 154, observed: 2965, best-error: 0.012789473657176155 worst-error: 0.013065906653646498 SearchModels iteration 13> population: 16, bsize: 32, queue: 154, observed: 3119, best-error: 0.012779151961012718 worst-error: 0.012868055142462254 SearchModels iteration 14> population: 16, bsize: 32, queue: 126, observed: 3245, best-error: 0.012753550168909555 worst-error: 0.012794838227136946 SearchModels iteration 15> population: 16, bsize: 32, queue: 136, observed: 3381, best-error: 0.012753501474662688 worst-error: 0.012768888981864278 SearchModels iteration 16> population: 16, bsize: 32, queue: 140, observed: 3521, best-error: 0.012753501474662688 worst-error: 0.012760847100259926 SearchModels iteration 17> population: 16, bsize: 32, queue: 116, observed: 3637, best-error: 0.012753316154528384 worst-error: 0.012756938867628671 SearchModels iteration 18> population: 16, bsize: 32, queue: 112, observed: 3749, best-error: 0.01275323003726558 worst-error: 0.01275446190845972 SearchModels iteration 19> population: 16, bsize: 32, queue: 93, observed: 3842, best-error: 0.01275323003726558 worst-error: 0.012753555269250889 SearchModels iteration 20> population: 16, bsize: 32, queue: 80, observed: 3922, best-error: 0.012753229565472268 worst-error: 0.012753266529122197 SearchModels> stop by convergence error=(1.1128135681152345, 1.2388671875) => 0.01275323345531671, iter=21 (of 300) 1 => ((1.1128162384033202, 1.2388671875) => 0.012753229546214292) 2 => ((1.1128162384033204, 1.2388671875) => 0.012753229546214297) 3 => ((1.112816619873047, 1.2388671875) => 0.012753229565472268) 4 => ((1.1128158569335938, 1.2388671875) => 0.012753229671381908) 5 => ((1.1128170013427734, 1.2388671875) => 0.01275322972915597) 6 => ((1.1128154754638673, 1.2388671875) => 0.012753229940974957) 7 => ((1.1128173828125, 1.2388671875) => 0.01275323003726558) 8 => ((1.1128150939941406, 1.2388671875) => 0.012753230354993315) 9 => ((1.1128177642822266, 1.2388671875) => 0.012753230489801214) 10 => ((1.1128147125244139, 1.2388671875) => 0.01275323091343681) 11 => ((1.1128143310546874, 1.2388671875) => 0.012753231616305325) 12 => ((1.1128185272216795, 1.2388671875) => 0.012753231828151187) 13 => ((1.1128185272216797, 1.2388671875) => 0.012753231828151192) 14 => ((1.112813949584961, 1.2388671875) => 0.01275323246359866) 15 => ((1.1128189086914062, 1.2388671875) => 0.012753232713965827) ===== 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: 1132, best-error: 0.20000000000000115 worst-error: 22.599999999999998 SearchModels iteration 2> population: 16, bsize: 32, queue: 158, observed: 1290, best-error: 0.0999999999999996 worst-error: 2.71999999999999 SearchModels iteration 3> population: 16, bsize: 32, queue: 168, observed: 1458, best-error: 0.00066406249999998 worst-error: 0.449999999999998 SearchModels iteration 4> population: 16, bsize: 32, queue: 173, observed: 1631, best-error: 0.00066406249999998 worst-error: 0.11410400390624983 SearchModels iteration 5> population: 16, bsize: 32, queue: 187, observed: 1818, best-error: 0.00066406249999998 worst-error: 0.053124999999999846 SearchModels iteration 6> population: 16, bsize: 32, queue: 179, observed: 1997, best-error: 0.00066406249999998 worst-error: 0.015393066406249966 SearchModels iteration 7> population: 16, bsize: 32, queue: 182, observed: 2179, best-error: 0.00066406249999998 worst-error: 0.006937570571899201 SearchModels iteration 8> population: 16, bsize: 32, queue: 178, observed: 2357, best-error: 0.0002473455667495614 worst-error: 0.0016984653472900213 SearchModels iteration 9> population: 16, bsize: 32, queue: 185, observed: 2542, best-error: 9.775161743164107e-6 worst-error: 0.0007954842224717323 SearchModels iteration 10> population: 16, bsize: 32, queue: 183, observed: 2725, best-error: 7.481838110840747e-6 worst-error: 0.00012697279453280377 SearchModels iteration 11> population: 16, bsize: 32, queue: 187, observed: 2912, best-error: 2.1302914046845334e-6 worst-error: 1.850072294473808e-5 SearchModels iteration 12> population: 16, bsize: 32, queue: 179, observed: 3091, best-error: 3.8147118175419897e-8 worst-error: 2.1302914046845334e-6 SearchModels iteration 13> population: 16, bsize: 32, queue: 173, observed: 3264, best-error: 2.384186359445557e-9 worst-error: 1.6082936386961067e-7 SearchModels iteration 14> population: 16, bsize: 32, queue: 156, observed: 3420, best-error: 5.960464832854179e-10 worst-error: 2.4414630387521122e-8 SearchModels> stop by convergence error=(0.99998779296875, 0.999969482421875) => 3.874483811415905e-9, iter=15 (of 300) 1 => ((1.0000061035156251, 1.0000122070312498) => 3.725290312502637e-11) 2 => ((0.99998779296875, 0.9999755859374999) => 1.490116141600059e-10) 3 => ((1.0000244140624999, 1.000048828125) => 5.960464832745229e-10) 4 => ((1.0000244140624999, 1.0000488281249997) => 5.960464832745494e-10) 5 => ((1.0000244140625, 1.000048828125) => 5.960464832854179e-10) 6 => ((1.0000244140625, 1.0000488281249997) => 5.960464832854444e-10) 7 => ((1.0000427246093748, 1.00008544921875) => 1.8253925794366951e-9) 8 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) 9 => ((0.999951171875, 0.9999023437499999) => 2.384186359445557e-9) 10 => ((0.9999511718749999, 0.99990234375) => 2.3841863594562406e-9) 11 => ((0.9999511718749999, 0.9999023437499999) => 2.3841863594562935e-9) 12 => ((1.00006103515625, 1.0001220703125) => 3.725291686240695e-9) 13 => ((1.000006103515625, 1.0000183105468747) => 3.762497726784087e-9) 14 => ((1.000006103515625, 1.000018310546875) => 3.7624977270551355e-9) 15 => ((0.9999877929687501, 0.9999816894531249) => 3.874120013472863e-9) Test Summary: | Total Time SearchModels.jl | 0 2.5s Testing SearchModels tests passed Testing completed after 22.06s PkgEval succeeded after 65.01s