Package evaluation of SearchModels on Julia 1.13.0-DEV.1162 (f0ece4ad9a*) started at 2025-09-18T14:12:34.296 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.54s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 1.18s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 23.0s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_Q6bGyR/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_Q6bGyR/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: 57, observed: 357, best-error: 31185.275012576527 worst-error: 1.2831071371132678e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 60, observed: 417, best-error: 1749.218013680612 worst-error: 221474.20872001562 SearchModels iteration 3> population: 16, bsize: 64, queue: 59, observed: 476, best-error: 1749.218013680612 worst-error: 40219.26027158483 SearchModels iteration 4> population: 16, bsize: 64, queue: 59, observed: 535, best-error: 296.1787037651721 worst-error: 10510.955313940123 SearchModels iteration 5> population: 16, bsize: 64, queue: 60, observed: 595, best-error: 283.5293777549212 worst-error: 2112.7354311184163 SearchModels iteration 6> population: 16, bsize: 64, queue: 61, observed: 656, best-error: 110.84810586954195 worst-error: 610.8140737958888 SearchModels iteration 7> population: 16, bsize: 64, queue: 59, observed: 715, best-error: 54.07935447821024 worst-error: 177.77594227705666 SearchModels iteration 8> population: 16, bsize: 64, queue: 63, observed: 778, best-error: 49.05695891995748 worst-error: 94.09199205135769 SearchModels iteration 9> population: 16, bsize: 64, queue: 59, observed: 837, best-error: 49.05695891995748 worst-error: 62.430901516472694 SearchModels iteration 10> population: 16, bsize: 64, queue: 58, observed: 895, best-error: 41.215272500742714 worst-error: 51.3842036516939 SearchModels iteration 11> population: 16, bsize: 64, queue: 56, observed: 951, best-error: 34.78756564430437 worst-error: 44.45248833298994 SearchModels iteration 12> population: 16, bsize: 64, queue: 57, observed: 1008, best-error: 32.315709267196226 worst-error: 41.69060398895943 SearchModels iteration 13> population: 16, bsize: 64, queue: 60, observed: 1068, best-error: 30.915812211220977 worst-error: 37.164399423889975 SearchModels iteration 14> population: 16, bsize: 64, queue: 58, observed: 1126, best-error: 28.363079331549194 worst-error: 32.495067750329554 SearchModels iteration 15> population: 16, bsize: 64, queue: 59, observed: 1185, best-error: 28.363079331549194 worst-error: 31.701661052793167 SearchModels iteration 16> population: 16, bsize: 64, queue: 57, observed: 1242, best-error: 28.008372885090356 worst-error: 30.241273068242847 SearchModels iteration 17> population: 16, bsize: 64, queue: 54, observed: 1296, best-error: 27.407224936714684 worst-error: 29.287846085486706 SearchModels iteration 18> population: 16, bsize: 64, queue: 56, observed: 1352, best-error: 27.345848656483067 worst-error: 28.480506609994183 SearchModels iteration 19> population: 16, bsize: 64, queue: 56, observed: 1408, best-error: 27.345848656483067 worst-error: 27.879348603273545 SearchModels iteration 20> population: 16, bsize: 64, queue: 60, observed: 1468, best-error: 27.345848656483067 worst-error: 27.53918640770312 SearchModels iteration 21> population: 16, bsize: 64, queue: 56, observed: 1524, best-error: 27.345848656483067 worst-error: 27.45852932082312 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1582, best-error: 27.345848656483067 worst-error: 27.407224936714684 SearchModels iteration 23> population: 16, bsize: 64, queue: 59, observed: 1641, best-error: 27.293413215884375 worst-error: 27.378577702340166 SearchModels iteration 24> population: 16, bsize: 64, queue: 58, observed: 1699, best-error: 27.21663711156933 worst-error: 27.35638805614408 SearchModels iteration 25> population: 16, bsize: 64, queue: 57, observed: 1756, best-error: 27.21663711156933 worst-error: 27.330079559716552 SearchModels iteration 26> population: 16, bsize: 64, queue: 56, observed: 1812, best-error: 27.21663711156933 worst-error: 27.279019028094044 SearchModels iteration 27> population: 16, bsize: 64, queue: 59, observed: 1871, best-error: 27.21663711156933 worst-error: 27.260122432058566 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1929, best-error: 27.155793470174288 worst-error: 27.24525633618048 SearchModels iteration 29> population: 16, bsize: 64, queue: 59, observed: 1988, best-error: 27.13754148162193 worst-error: 27.23196192896008 SearchModels iteration 30> population: 16, bsize: 64, queue: 59, observed: 2047, best-error: 27.12640767488653 worst-error: 27.204855473370195 SearchModels iteration 31> population: 16, bsize: 64, queue: 60, observed: 2107, best-error: 27.029517152373177 worst-error: 27.168455981257086 SearchModels iteration 32> population: 16, bsize: 64, queue: 60, observed: 2167, best-error: 26.84861355048824 worst-error: 27.14313140170889 SearchModels iteration 33> population: 16, bsize: 64, queue: 58, observed: 2225, best-error: 26.80832109147195 worst-error: 26.934167443543927 SearchModels iteration 34> population: 16, bsize: 64, queue: 62, observed: 2287, best-error: 26.791509728799213 worst-error: 26.849406567992567 SearchModels iteration 35> population: 16, bsize: 64, queue: 57, observed: 2344, best-error: 26.762788671280862 worst-error: 26.818187348434435 SearchModels iteration 36> population: 16, bsize: 64, queue: 58, observed: 2402, best-error: 26.762788671280862 worst-error: 26.798026134082615 SearchModels iteration 37> population: 16, bsize: 64, queue: 56, observed: 2458, best-error: 26.723049423765666 worst-error: 26.779038827332894 SearchModels iteration 38> population: 16, bsize: 64, queue: 55, observed: 2513, best-error: 26.723049423765666 worst-error: 26.77144540496815 SearchModels iteration 39> population: 16, bsize: 64, queue: 58, observed: 2571, best-error: 26.707045452307007 worst-error: 26.759104943437926 SearchModels iteration 40> population: 16, bsize: 64, queue: 62, observed: 2633, best-error: 26.687366473512967 worst-error: 26.742158110030772 SearchModels iteration 41> population: 16, bsize: 64, queue: 60, observed: 2693, best-error: 26.687366473512967 worst-error: 26.723103929414684 SearchModels iteration 42> population: 16, bsize: 64, queue: 62, observed: 2755, best-error: 26.669804331491406 worst-error: 26.714575363886116 SearchModels iteration 43> population: 16, bsize: 64, queue: 60, observed: 2815, best-error: 26.659445803278008 worst-error: 26.70495887817167 SearchModels iteration 44> population: 16, bsize: 64, queue: 58, observed: 2873, best-error: 26.61421926256508 worst-error: 26.688775795400996 SearchModels iteration 45> population: 16, bsize: 64, queue: 60, observed: 2933, best-error: 26.605334546276357 worst-error: 26.670980294927524 SearchModels iteration 46> population: 16, bsize: 64, queue: 58, observed: 2991, best-error: 26.59218196452331 worst-error: 26.655996859774266 SearchModels iteration 47> population: 16, bsize: 64, queue: 54, observed: 3045, best-error: 26.59218196452331 worst-error: 26.623060128704818 SearchModels iteration 48> population: 16, bsize: 64, queue: 55, observed: 3100, best-error: 26.59218196452331 worst-error: 26.61150904392904 SearchModels iteration 49> population: 16, bsize: 64, queue: 60, observed: 3160, best-error: 26.554467123107585 worst-error: 26.606545033210868 SearchModels iteration 50> population: 16, bsize: 64, queue: 54, observed: 3214, best-error: 26.554467123107585 worst-error: 26.60080214136848 SearchModels iteration 51> population: 16, bsize: 64, queue: 56, observed: 3270, best-error: 26.554467123107585 worst-error: 26.58921936842896 SearchModels iteration 52> population: 16, bsize: 64, queue: 59, observed: 3329, best-error: 26.51860734620383 worst-error: 26.570643442865908 SearchModels iteration 53> population: 16, bsize: 64, queue: 55, observed: 3384, best-error: 26.4927505935769 worst-error: 26.558358812138263 SearchModels iteration 54> population: 16, bsize: 64, queue: 60, observed: 3444, best-error: 26.481793650251888 worst-error: 26.53463121050932 SearchModels iteration 55> population: 16, bsize: 64, queue: 60, observed: 3504, best-error: 26.45388035333558 worst-error: 26.50988589947633 SearchModels iteration 56> population: 16, bsize: 64, queue: 58, observed: 3562, best-error: 26.45388035333558 worst-error: 26.4927505935769 SearchModels iteration 57> population: 16, bsize: 64, queue: 59, observed: 3621, best-error: 26.442934344814333 worst-error: 26.471527789957243 SearchModels iteration 58> population: 16, bsize: 64, queue: 58, observed: 3679, best-error: 26.429558858738567 worst-error: 26.46181171591984 SearchModels iteration 59> population: 16, bsize: 64, queue: 61, observed: 3740, best-error: 26.429558858738567 worst-error: 26.45388035333558 SearchModels iteration 60> population: 16, bsize: 64, queue: 55, observed: 3795, best-error: 26.429558858738567 worst-error: 26.44142193580414 SearchModels iteration 61> population: 16, bsize: 64, queue: 56, observed: 3851, best-error: 26.427649794533398 worst-error: 26.437130622574852 SearchModels iteration 62> population: 16, bsize: 64, queue: 61, observed: 3912, best-error: 26.399698693279245 worst-error: 26.43291314747482 SearchModels iteration 63> population: 16, bsize: 64, queue: 58, observed: 3970, best-error: 26.399698693279245 worst-error: 26.428780574459864 SearchModels iteration 64> population: 16, bsize: 64, queue: 60, observed: 4030, best-error: 26.399698693279245 worst-error: 26.41424107811882 SearchModels iteration 65> population: 16, bsize: 64, queue: 59, observed: 4089, best-error: 26.399698693279245 worst-error: 26.407214919866863 SearchModels iteration 66> population: 16, bsize: 64, queue: 59, observed: 4148, best-error: 26.399698693279245 worst-error: 26.404099033423314 SearchModels iteration 67> population: 16, bsize: 64, queue: 58, observed: 4206, best-error: 26.37268412141199 worst-error: 26.40218571051942 SearchModels iteration 68> population: 16, bsize: 64, queue: 61, observed: 4267, best-error: 26.36573470024696 worst-error: 26.399485248679753 SearchModels iteration 69> population: 16, bsize: 64, queue: 54, observed: 4321, best-error: 26.36533954119595 worst-error: 26.38379805564511 SearchModels iteration 70> population: 16, bsize: 64, queue: 58, observed: 4379, best-error: 26.36533954119595 worst-error: 26.373027075266577 SearchModels iteration 71> population: 16, bsize: 64, queue: 61, observed: 4440, best-error: 26.34386092122846 worst-error: 26.369301844798898 SearchModels iteration 72> population: 16, bsize: 64, queue: 59, observed: 4499, best-error: 26.339105369266555 worst-error: 26.366868538246585 SearchModels iteration 73> population: 16, bsize: 64, queue: 59, observed: 4558, best-error: 26.32389901402245 worst-error: 26.356309546958887 SearchModels iteration 74> population: 16, bsize: 64, queue: 60, observed: 4618, best-error: 26.32389901402245 worst-error: 26.345756695320933 SearchModels iteration 75> population: 16, bsize: 64, queue: 61, observed: 4679, best-error: 26.317889634045848 worst-error: 26.33761585723043 SearchModels iteration 76> population: 16, bsize: 64, queue: 58, observed: 4737, best-error: 26.310744293001918 worst-error: 26.333157898556802 SearchModels iteration 77> population: 16, bsize: 64, queue: 54, observed: 4791, best-error: 26.310744293001918 worst-error: 26.32487889372501 SearchModels iteration 78> population: 16, bsize: 64, queue: 56, observed: 4847, best-error: 26.310744293001918 worst-error: 26.320379824096776 SearchModels iteration 79> population: 16, bsize: 64, queue: 56, observed: 4903, best-error: 26.310744293001918 worst-error: 26.31679471797326 SearchModels iteration 80> population: 16, bsize: 64, queue: 58, observed: 4961, best-error: 26.283699691605865 worst-error: 26.31493528096018 SearchModels iteration 81> population: 16, bsize: 64, queue: 60, observed: 5021, best-error: 26.283699691605865 worst-error: 26.31223176617537 SearchModels iteration 82> population: 16, bsize: 64, queue: 59, observed: 5080, best-error: 26.283699691605865 worst-error: 26.298839336948916 SearchModels iteration 83> population: 16, bsize: 64, queue: 59, observed: 5139, best-error: 26.268045969768952 worst-error: 26.292675517160674 SearchModels iteration 84> population: 16, bsize: 64, queue: 55, observed: 5194, best-error: 26.26606112737285 worst-error: 26.287808819696085 SearchModels iteration 85> population: 16, bsize: 64, queue: 60, observed: 5254, best-error: 26.26606112737285 worst-error: 26.280269274686077 SearchModels iteration 86> population: 16, bsize: 64, queue: 59, observed: 5313, best-error: 26.25467350425507 worst-error: 26.272199014098707 SearchModels iteration 87> population: 16, bsize: 64, queue: 60, observed: 5373, best-error: 26.246415990543976 worst-error: 26.267707438734732 SearchModels iteration 88> population: 16, bsize: 64, queue: 56, observed: 5429, best-error: 26.246415990543976 worst-error: 26.26092867298397 SearchModels iteration 89> population: 16, bsize: 64, queue: 59, observed: 5488, best-error: 26.246415990543976 worst-error: 26.25577046799421 SearchModels iteration 90> population: 16, bsize: 64, queue: 60, observed: 5548, best-error: 26.23775767307079 worst-error: 26.253220554067042 SearchModels iteration 91> population: 16, bsize: 64, queue: 55, observed: 5603, best-error: 26.23775767307079 worst-error: 26.249496191403193 SearchModels iteration 92> population: 16, bsize: 64, queue: 58, observed: 5661, best-error: 26.227471427449228 worst-error: 26.244790966397037 SearchModels iteration 93> population: 16, bsize: 64, queue: 59, observed: 5720, best-error: 26.223881576924864 worst-error: 26.24216299728502 SearchModels iteration 94> population: 16, bsize: 64, queue: 60, observed: 5780, best-error: 26.207342688155272 worst-error: 26.23804792179962 SearchModels iteration 95> population: 16, bsize: 64, queue: 58, observed: 5838, best-error: 26.207342688155272 worst-error: 26.230764150154506 SearchModels iteration 96> population: 16, bsize: 64, queue: 59, observed: 5897, best-error: 26.196884680750387 worst-error: 26.219896009487474 SearchModels iteration 97> population: 16, bsize: 64, queue: 55, observed: 5952, best-error: 26.196884680750387 worst-error: 26.213163647322908 SearchModels iteration 98> population: 16, bsize: 64, queue: 60, observed: 6012, best-error: 26.1824539809623 worst-error: 26.20614989749755 SearchModels iteration 99> population: 16, bsize: 64, queue: 60, observed: 6072, best-error: 26.16394282819651 worst-error: 26.186620804001553 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.9696845420290628, 0.2447945223374678, 0.31410191614273686, 0.7210669146028749, 0.6318989255046298] 1 => ([0.5565925293875279, -0.5391801019888189, 0.683936836985058, 0.7338877881336278, 0.6268728783574395] => 26.16394282819651) 2 => ([0.5574434648117272, -0.5287568235427009, 0.6839368370347207, 0.7338877881337809, 0.6268728783574676] => 26.165686088949023) 3 => ([0.559442063703524, -0.5367699769651486, 0.6830599950153984, 0.7338877881340402, 0.6268728783575153] => 26.172965515899833) 4 => ([0.5596220767104343, -0.5372561155367164, 0.6830599948999001, 0.7338877881336734, 0.626872878357448] => 26.17375831966811) 5 => ([0.5595364287907842, -0.5375742422784515, 0.683936837062057, 0.7338877881338723, 0.6268728783574844] => 26.1737805289815) 6 => ([0.5596708216072352, -0.5370932445809624, 0.6839368370359732, 0.7338877881337883, 0.626872878357469] => 26.174092205563333) 7 => ([0.5601742823455097, -0.5359958036657706, 0.6821831528147421, 0.7338877881337191, 0.6268728783574562] => 26.17820739023978) 8 => ([0.5603086751619607, -0.5355148059682815, 0.6821831527886583, 0.7338877881336352, 0.6268728783574409] => 26.178554490339067) 9 => ([0.560412892887163, -0.5356271612172426, 0.6821831527377431, 0.7338877881334747, 0.6268728783574113] => 26.17894093496437) 10 => ([0.5618152653656671, -0.5359427034052608, 0.6830599949688124, 0.7338877881338877, 0.6268728783574873] => 26.1810774457321) 11 => ([0.5620031159922722, -0.5333082272184083, 0.6830599948614006, 0.7338877881335513, 0.6268728783574254] => 26.181295091178434) 12 => ([0.5619496581821181, -0.5354617057077717, 0.6830599949427286, 0.7338877881338037, 0.6268728783574717] => 26.181434641220672) 13 => ([0.5611502025372936, -0.5359170242424376, 0.6821831527985689, 0.7338877881336586, 0.6268728783574452] => 26.18156227190076) 14 => ([0.5620009836477493, -0.5363034025807851, 0.6830599949688124, 0.7338877881338877, 0.6268728783574873] => 26.181828284091306) 15 => ([0.5621359420147833, -0.534398268017985, 0.6830599949383995, 0.7338877881337957, 0.6268728783574703] => 26.18188954708478) Test Summary: | Total Time SearchModels.jl | 0 6.2s ===== 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: 161, observed: 1136, best-error: 0.8200000000000001 worst-error: 19.70000000000001 SearchModels iteration 2> population: 16, bsize: 32, queue: 150, observed: 1286, best-error: 0.8200000000000001 worst-error: 6.123124999999999 SearchModels iteration 3> population: 16, bsize: 32, queue: 142, observed: 1428, best-error: 0.8200000000000001 worst-error: 1.5700000000000003 SearchModels iteration 4> population: 16, bsize: 32, queue: 141, observed: 1569, best-error: 0.8200000000000001 worst-error: 1.17340087890625 SearchModels iteration 5> population: 16, bsize: 32, queue: 143, observed: 1712, best-error: 0.8200000000000001 worst-error: 0.9678515624999999 SearchModels iteration 6> population: 16, bsize: 32, queue: 133, observed: 1845, best-error: 0.8114062500000001 worst-error: 0.8860182285308839 SearchModels iteration 7> population: 16, bsize: 32, queue: 137, observed: 1982, best-error: 0.8114062500000001 worst-error: 0.83851806640625 SearchModels iteration 8> population: 16, bsize: 32, queue: 115, observed: 2097, best-error: 0.8100878906250001 worst-error: 0.8219337463378906 SearchModels iteration 9> population: 16, bsize: 32, queue: 89, observed: 2186, best-error: 0.8000000000000003 worst-error: 0.8137133789062501 SearchModels iteration 10> population: 16, bsize: 32, queue: 122, observed: 2308, best-error: 0.74890625 worst-error: 0.8101763916015625 SearchModels iteration 11> population: 16, bsize: 32, queue: 130, observed: 2438, best-error: 0.7349810791015624 worst-error: 0.7542285156249999 SearchModels iteration 12> population: 16, bsize: 32, queue: 128, observed: 2566, best-error: 0.7257812499999999 worst-error: 0.73773681640625 SearchModels iteration 13> population: 16, bsize: 32, queue: 135, observed: 2701, best-error: 0.7178619384765624 worst-error: 0.7290649414062502 SearchModels iteration 14> population: 16, bsize: 32, queue: 128, observed: 2829, best-error: 0.7169342041015625 worst-error: 0.7237298965454101 SearchModels iteration 15> population: 16, bsize: 32, queue: 133, observed: 2962, best-error: 0.7166773986816406 worst-error: 0.7197702407836913 SearchModels iteration 16> population: 16, bsize: 32, queue: 137, observed: 3099, best-error: 0.7166189670562745 worst-error: 0.7180981826782226 SearchModels iteration 17> population: 16, bsize: 32, queue: 142, observed: 3241, best-error: 0.7166023164987563 worst-error: 0.7172568375244737 SearchModels iteration 18> population: 16, bsize: 32, queue: 111, observed: 3352, best-error: 0.7165990704670548 worst-error: 0.7168726185336709 SearchModels iteration 19> population: 16, bsize: 32, queue: 108, observed: 3460, best-error: 0.7165978137799538 worst-error: 0.7166998856562714 SearchModels iteration 20> population: 16, bsize: 32, queue: 81, observed: 3541, best-error: 0.7165977205593663 worst-error: 0.7166284954920411 SearchModels iteration 21> population: 16, bsize: 32, queue: 72, observed: 3613, best-error: 0.7165975869835619 worst-error: 0.7166023164987563 SearchModels iteration 22> population: 16, bsize: 32, queue: 56, observed: 3669, best-error: 0.7165975869835619 worst-error: 0.7165984005389419 SearchModels iteration 23> population: 16, bsize: 32, queue: 65, observed: 3734, best-error: 0.7165975865766149 worst-error: 0.7165977233183662 SearchModels iteration 24> population: 16, bsize: 32, queue: 64, observed: 3798, best-error: 0.7165975839642805 worst-error: 0.7165976099137703 SearchModels> stop by convergence error=(0.18333129882812504, 0.011328124999999996) => 0.7165975899948879, iter=25 (of 300) 1 => ((0.18331298828125003, 0.011328124999999996) => 0.7165975839642805) 2 => ((0.18331298828125, 0.011328124999999996) => 0.7165975839642807) 3 => ((0.18331298828124998, 0.011328124999999996) => 0.7165975839642807) 4 => ((0.183319091796875, 0.011328124999999996) => 0.7165975845664458) 5 => ((0.18331909179687503, 0.011328124999999996) => 0.7165975845664458) 6 => ((0.183306884765625, 0.011328124999999996) => 0.7165975847700194) 7 => ((0.18330688476562504, 0.011328124999999996) => 0.7165975847700194) 8 => ((0.1833251953125, 0.011328124999999996) => 0.7165975865766149) 9 => ((0.18332519531250002, 0.011328124999999996) => 0.716597586576615) 10 => ((0.18332519531249997, 0.011328124999999996) => 0.716597586576615) 11 => ((0.18330078125, 0.011328124999999996) => 0.7165975869835619) 12 => ((0.18330078125000002, 0.011328124999999996) => 0.716597586983562) 13 => ((0.18330078125000004, 0.011328124999999996) => 0.716597586983562) 14 => ((0.183331298828125, 0.011328124999999996) => 0.7165975899948878) 15 => ((0.18333129882812502, 0.011328124999999996) => 0.7165975899948879) ===== 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: 169, observed: 1143, best-error: 0.20000000000000115 worst-error: 6.5 SearchModels iteration 2> population: 16, bsize: 32, queue: 172, observed: 1315, best-error: 0.0981249999999992 worst-error: 2.1199999999999997 SearchModels iteration 3> population: 16, bsize: 32, queue: 166, observed: 1481, best-error: 0.03378906250000009 worst-error: 0.6500000000000002 SearchModels iteration 4> population: 16, bsize: 32, queue: 173, observed: 1654, best-error: 0.03378906250000009 worst-error: 0.25312499999999954 SearchModels iteration 5> population: 16, bsize: 32, queue: 175, observed: 1829, best-error: 0.016262359619140493 worst-error: 0.11347915649414055 SearchModels iteration 6> population: 16, bsize: 32, queue: 170, observed: 1999, best-error: 0.016262359619140493 worst-error: 0.05312499999999984 SearchModels iteration 7> population: 16, bsize: 32, queue: 170, observed: 2169, best-error: 0.011435699462890617 worst-error: 0.02713657438754989 SearchModels iteration 8> population: 16, bsize: 32, queue: 164, observed: 2333, best-error: 0.011435699462890617 worst-error: 0.018062010407447437 SearchModels iteration 9> population: 16, bsize: 32, queue: 161, observed: 2494, best-error: 0.011435699462890617 worst-error: 0.013660752214491364 SearchModels iteration 10> population: 16, bsize: 32, queue: 158, observed: 2652, best-error: 0.011435699462890617 worst-error: 0.012310848832130407 SearchModels iteration 11> population: 16, bsize: 32, queue: 165, observed: 2817, best-error: 0.011435699462890617 worst-error: 0.011943103648964093 SearchModels iteration 12> population: 16, bsize: 32, queue: 166, observed: 2983, best-error: 0.011435699462890617 worst-error: 0.011677082409296404 SearchModels iteration 13> population: 16, bsize: 32, queue: 176, observed: 3159, best-error: 0.011435699462890617 worst-error: 0.0115449751697702 SearchModels iteration 14> population: 16, bsize: 32, queue: 156, observed: 3315, best-error: 0.011305093765258777 worst-error: 0.011465160142656746 SearchModels iteration 15> population: 16, bsize: 32, queue: 162, observed: 3477, best-error: 0.01128917932510375 worst-error: 0.011393013272809751 SearchModels iteration 16> population: 16, bsize: 32, queue: 155, observed: 3632, best-error: 0.01128917932510375 worst-error: 0.011329215551266848 SearchModels iteration 17> population: 16, bsize: 32, queue: 128, observed: 3760, best-error: 0.01128917932510375 worst-error: 0.01130115667297823 SearchModels iteration 18> population: 16, bsize: 32, queue: 117, observed: 3877, best-error: 0.01128917932510375 worst-error: 0.011294809904053134 SearchModels iteration 19> population: 16, bsize: 32, queue: 103, observed: 3980, best-error: 0.01128917932510375 worst-error: 0.01129169836640357 SearchModels iteration 20> population: 16, bsize: 32, queue: 102, observed: 4082, best-error: 0.01128917932510375 worst-error: 0.011290216445922843 SearchModels iteration 21> population: 16, bsize: 32, queue: 99, observed: 4181, best-error: 0.01128917932510375 worst-error: 0.01128970179706811 SearchModels iteration 22> population: 16, bsize: 32, queue: 86, observed: 4267, best-error: 0.01128917932510375 worst-error: 0.011289435494836643 SearchModels iteration 23> population: 16, bsize: 32, queue: 98, observed: 4365, best-error: 0.01128917932510375 worst-error: 0.011289323209530256 SearchModels> stop by convergence error=(0.89375, 0.798743724822998) => 0.011289268050495583, iter=24 (of 300) 1 => ((0.89375, 0.7987548828125001) => 0.01128917932510375) 2 => ((0.89375, 0.7987503051757814) => 0.011289212713018049) 3 => ((0.89375, 0.7987480163574219) => 0.011289230978582044) 4 => ((0.89375, 0.798747444152832) => 0.01128923570868209) 5 => ((0.89375, 0.7987470149993896) => 0.011289239299230749) 6 => ((0.89375, 0.7987468719482422) => 0.011289240504265753) 7 => ((0.89375, 0.7987464427947999) => 0.011289244143927124) 8 => ((0.89375, 0.7987462997436524) => 0.011289245365333034) 9 => ((0.89375, 0.7987457275390626) => 0.011289250291883934) 10 => ((0.89375, 0.7987457275390625) => 0.011289250291883936) 11 => ((0.89375, 0.7987454414367676) => 0.011289252779715743) 12 => ((0.89375, 0.7987451553344728) => 0.011289255283918454) 13 => ((0.89375, 0.7987448692321777) => 0.011289257804492072) 14 => ((0.89375, 0.798744583129883) => 0.011289260341436591) 15 => ((0.89375, 0.798744297027588) => 0.011289262894752017) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 22.26s PkgEval succeeded after 67.09s