Package evaluation of SearchModels on Julia 1.13.0-DEV.1189 (111bc9af8b*) started at 2025-09-22T12:42:57.765 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.36s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 1.04s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 19.92s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_5wyOPG/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_5wyOPG/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: 47, observed: 347, best-error: 26053.73446844156 worst-error: 105476.1184806508 SearchModels iteration 2> population: 16, bsize: 64, queue: 54, observed: 401, best-error: 26053.73446844156 worst-error: 76447.8305922823 SearchModels iteration 3> population: 16, bsize: 64, queue: 57, observed: 458, best-error: 9939.618556332449 worst-error: 44568.473996615634 SearchModels iteration 4> population: 16, bsize: 64, queue: 60, observed: 518, best-error: 463.9916564237015 worst-error: 11972.86612567292 SearchModels iteration 5> population: 16, bsize: 64, queue: 60, observed: 578, best-error: 463.9916564237015 worst-error: 3447.403896774492 SearchModels iteration 6> population: 16, bsize: 64, queue: 62, observed: 640, best-error: 254.00197843591846 worst-error: 628.6034192007198 SearchModels iteration 7> population: 16, bsize: 64, queue: 59, observed: 699, best-error: 190.3251679478237 worst-error: 268.35923764053024 SearchModels iteration 8> population: 16, bsize: 64, queue: 55, observed: 754, best-error: 174.9379664513173 worst-error: 194.13156514103244 SearchModels iteration 9> population: 16, bsize: 64, queue: 59, observed: 813, best-error: 170.0871863838408 worst-error: 180.0012127368671 SearchModels iteration 10> population: 16, bsize: 64, queue: 59, observed: 872, best-error: 170.02241356137395 worst-error: 174.68550414749743 SearchModels iteration 11> population: 16, bsize: 64, queue: 59, observed: 931, best-error: 165.67580419134728 worst-error: 172.1426142088222 SearchModels iteration 12> population: 16, bsize: 64, queue: 58, observed: 989, best-error: 164.9446700964242 worst-error: 169.66798670832122 SearchModels iteration 13> population: 16, bsize: 64, queue: 57, observed: 1046, best-error: 164.9446700964242 worst-error: 167.69297206651143 SearchModels iteration 14> population: 16, bsize: 64, queue: 63, observed: 1109, best-error: 163.8651552151562 worst-error: 166.26498405517245 SearchModels iteration 15> population: 16, bsize: 64, queue: 54, observed: 1163, best-error: 162.9572278611939 worst-error: 165.37224380649954 SearchModels iteration 16> population: 16, bsize: 64, queue: 58, observed: 1221, best-error: 162.7226866540761 worst-error: 164.5274261345665 SearchModels iteration 17> population: 16, bsize: 64, queue: 60, observed: 1281, best-error: 162.32818236706433 worst-error: 163.4710054010573 SearchModels iteration 18> population: 16, bsize: 64, queue: 60, observed: 1341, best-error: 161.86826005190903 worst-error: 162.96662308819467 SearchModels iteration 19> population: 16, bsize: 64, queue: 61, observed: 1402, best-error: 161.70133967817685 worst-error: 162.48776566014223 SearchModels iteration 20> population: 16, bsize: 64, queue: 61, observed: 1463, best-error: 161.70133967817685 worst-error: 162.16739931505302 SearchModels iteration 21> population: 16, bsize: 64, queue: 58, observed: 1521, best-error: 161.70133967817685 worst-error: 161.92548085856265 SearchModels iteration 22> population: 16, bsize: 64, queue: 59, observed: 1580, best-error: 161.43443962064595 worst-error: 161.81540249055553 SearchModels iteration 23> population: 16, bsize: 64, queue: 55, observed: 1635, best-error: 161.43443962064595 worst-error: 161.7219631788014 SearchModels iteration 24> population: 16, bsize: 64, queue: 61, observed: 1696, best-error: 161.43443962064595 worst-error: 161.62062634516985 SearchModels iteration 25> population: 16, bsize: 64, queue: 59, observed: 1755, best-error: 161.14151825771665 worst-error: 161.54516682955472 SearchModels iteration 26> population: 16, bsize: 64, queue: 60, observed: 1815, best-error: 160.87280408951162 worst-error: 161.42843669787072 SearchModels iteration 27> population: 16, bsize: 64, queue: 62, observed: 1877, best-error: 160.87280408951162 worst-error: 161.22931183852637 SearchModels iteration 28> population: 16, bsize: 64, queue: 59, observed: 1936, best-error: 160.78004468003743 worst-error: 161.09194042335778 SearchModels iteration 29> population: 16, bsize: 64, queue: 59, observed: 1995, best-error: 160.56859993015723 worst-error: 160.97052774213188 SearchModels iteration 30> population: 16, bsize: 64, queue: 58, observed: 2053, best-error: 160.56859993015723 worst-error: 160.841397931613 SearchModels iteration 31> population: 16, bsize: 64, queue: 57, observed: 2110, best-error: 160.56859993015723 worst-error: 160.73048431924025 SearchModels iteration 32> population: 16, bsize: 64, queue: 61, observed: 2171, best-error: 160.56859993015723 worst-error: 160.6671291931258 SearchModels iteration 33> population: 16, bsize: 64, queue: 59, observed: 2230, best-error: 160.54592086420678 worst-error: 160.6224828467929 SearchModels iteration 34> population: 16, bsize: 64, queue: 60, observed: 2290, best-error: 160.5032085742546 worst-error: 160.58635386376662 SearchModels iteration 35> population: 16, bsize: 64, queue: 56, observed: 2346, best-error: 160.3778592097218 worst-error: 160.54651426845027 SearchModels iteration 36> population: 16, bsize: 64, queue: 61, observed: 2407, best-error: 160.3681692854536 worst-error: 160.5032085742546 SearchModels iteration 37> population: 16, bsize: 64, queue: 56, observed: 2463, best-error: 160.3681692854536 worst-error: 160.4224183526862 SearchModels iteration 38> population: 16, bsize: 64, queue: 60, observed: 2523, best-error: 160.24023888720708 worst-error: 160.3831115670269 SearchModels iteration 39> population: 16, bsize: 64, queue: 58, observed: 2581, best-error: 160.24023888720708 worst-error: 160.34056882756806 SearchModels iteration 40> population: 16, bsize: 64, queue: 57, observed: 2638, best-error: 160.24023888720708 worst-error: 160.30293790301025 SearchModels iteration 41> population: 16, bsize: 64, queue: 61, observed: 2699, best-error: 160.18727309421297 worst-error: 160.2720958809677 SearchModels iteration 42> population: 16, bsize: 64, queue: 62, observed: 2761, best-error: 160.1060655688637 worst-error: 160.2455418419099 SearchModels iteration 43> population: 16, bsize: 64, queue: 61, observed: 2822, best-error: 160.1060655688637 worst-error: 160.21732869160576 SearchModels iteration 44> population: 16, bsize: 64, queue: 60, observed: 2882, best-error: 160.07499588548959 worst-error: 160.1780531404106 SearchModels iteration 45> population: 16, bsize: 64, queue: 58, observed: 2940, best-error: 160.06058139519615 worst-error: 160.13961877851082 SearchModels iteration 46> population: 16, bsize: 64, queue: 60, observed: 3000, best-error: 147.28959214995325 worst-error: 160.10505488747958 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3058, best-error: 147.28959214995325 worst-error: 150.73455982032493 SearchModels iteration 48> population: 16, bsize: 64, queue: 54, observed: 3112, best-error: 147.28959214995325 worst-error: 147.7935223429984 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3170, best-error: 146.3164926216773 worst-error: 147.59522464873584 SearchModels iteration 50> population: 16, bsize: 64, queue: 60, observed: 3230, best-error: 145.08662728424014 worst-error: 147.43117581067878 SearchModels iteration 51> population: 16, bsize: 64, queue: 58, observed: 3288, best-error: 145.03708890727233 worst-error: 146.56621941934065 SearchModels iteration 52> population: 16, bsize: 64, queue: 59, observed: 3347, best-error: 144.27618540978688 worst-error: 145.72989844921213 SearchModels iteration 53> population: 16, bsize: 64, queue: 57, observed: 3404, best-error: 143.34634958600464 worst-error: 145.12562906756546 SearchModels iteration 54> population: 16, bsize: 64, queue: 60, observed: 3464, best-error: 143.34634958600464 worst-error: 144.86642225007378 SearchModels iteration 55> population: 16, bsize: 64, queue: 60, observed: 3524, best-error: 143.15463804813135 worst-error: 144.16417749596212 SearchModels iteration 56> population: 16, bsize: 64, queue: 60, observed: 3584, best-error: 142.28009860551836 worst-error: 143.9333381966922 SearchModels iteration 57> population: 16, bsize: 64, queue: 59, observed: 3643, best-error: 142.28009860551836 worst-error: 143.44517657541698 SearchModels iteration 58> population: 16, bsize: 64, queue: 60, observed: 3703, best-error: 141.77966774501596 worst-error: 142.90195505679299 SearchModels iteration 59> population: 16, bsize: 64, queue: 59, observed: 3762, best-error: 141.77966774501596 worst-error: 142.58829062411874 SearchModels iteration 60> population: 16, bsize: 64, queue: 58, observed: 3820, best-error: 141.74454279791155 worst-error: 142.27000668491877 SearchModels iteration 61> population: 16, bsize: 64, queue: 55, observed: 3875, best-error: 141.03260723982106 worst-error: 142.01409768306368 SearchModels iteration 62> population: 16, bsize: 64, queue: 54, observed: 3929, best-error: 140.80930169317355 worst-error: 141.6361244195775 SearchModels iteration 63> population: 16, bsize: 64, queue: 59, observed: 3988, best-error: 140.80930169317355 worst-error: 141.3544299254362 SearchModels iteration 64> population: 16, bsize: 64, queue: 56, observed: 4044, best-error: 140.46142171615773 worst-error: 141.1435379921403 SearchModels iteration 65> population: 16, bsize: 64, queue: 59, observed: 4103, best-error: 140.3071894394849 worst-error: 140.93886979453134 SearchModels iteration 66> population: 16, bsize: 64, queue: 55, observed: 4158, best-error: 140.1719771074666 worst-error: 140.61823747702334 SearchModels iteration 67> population: 16, bsize: 64, queue: 59, observed: 4217, best-error: 139.69150298505093 worst-error: 140.39257942487282 SearchModels iteration 68> population: 16, bsize: 64, queue: 59, observed: 4276, best-error: 139.58326884342094 worst-error: 140.25477130722777 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4335, best-error: 139.37139338689224 worst-error: 139.95099521044742 SearchModels iteration 70> population: 16, bsize: 64, queue: 58, observed: 4393, best-error: 139.37139338689224 worst-error: 139.69366756530596 SearchModels iteration 71> population: 16, bsize: 64, queue: 60, observed: 4453, best-error: 139.37139338689224 worst-error: 139.5285555035637 SearchModels iteration 72> population: 16, bsize: 64, queue: 58, observed: 4511, best-error: 138.9755527281263 worst-error: 139.44602244206533 SearchModels iteration 73> population: 16, bsize: 64, queue: 57, observed: 4568, best-error: 138.9755527281263 worst-error: 139.38593866169145 SearchModels iteration 74> population: 16, bsize: 64, queue: 61, observed: 4629, best-error: 138.66660553879936 worst-error: 139.1967221021887 SearchModels iteration 75> population: 16, bsize: 64, queue: 58, observed: 4687, best-error: 138.6090227255733 worst-error: 139.05386012865011 SearchModels iteration 76> population: 16, bsize: 64, queue: 59, observed: 4746, best-error: 138.56681997496253 worst-error: 138.95254393900453 SearchModels iteration 77> population: 16, bsize: 64, queue: 56, observed: 4802, best-error: 138.37411978971676 worst-error: 138.70203880041308 SearchModels iteration 78> population: 16, bsize: 64, queue: 60, observed: 4862, best-error: 138.14638052098218 worst-error: 138.52742274990618 SearchModels iteration 79> population: 16, bsize: 64, queue: 60, observed: 4922, best-error: 138.0423634178108 worst-error: 138.38151649829936 SearchModels iteration 80> population: 16, bsize: 64, queue: 58, observed: 4980, best-error: 137.97809621819866 worst-error: 138.2858626556607 SearchModels iteration 81> population: 16, bsize: 64, queue: 59, observed: 5039, best-error: 137.82097629677543 worst-error: 138.1476325494344 SearchModels iteration 82> population: 16, bsize: 64, queue: 62, observed: 5101, best-error: 137.73224119673833 worst-error: 138.04456996246586 SearchModels iteration 83> population: 16, bsize: 64, queue: 58, observed: 5159, best-error: 137.29891502213164 worst-error: 137.88075298659135 SearchModels iteration 84> population: 16, bsize: 64, queue: 60, observed: 5219, best-error: 133.8889122311951 worst-error: 137.73224119673833 SearchModels iteration 85> population: 16, bsize: 64, queue: 60, observed: 5279, best-error: 133.4599806326791 worst-error: 134.2601037411909 SearchModels iteration 86> population: 16, bsize: 64, queue: 61, observed: 5340, best-error: 132.94115102556 worst-error: 133.6938651842363 SearchModels iteration 87> population: 16, bsize: 64, queue: 57, observed: 5397, best-error: 132.94115102556 worst-error: 133.51016169287448 SearchModels iteration 88> population: 16, bsize: 64, queue: 62, observed: 5459, best-error: 132.94115102556 worst-error: 133.25037265636897 SearchModels iteration 89> population: 16, bsize: 64, queue: 59, observed: 5518, best-error: 132.54279043455435 worst-error: 133.09948912496714 SearchModels iteration 90> population: 16, bsize: 64, queue: 59, observed: 5577, best-error: 132.46339773373415 worst-error: 132.82878178300487 SearchModels iteration 91> population: 16, bsize: 64, queue: 60, observed: 5637, best-error: 131.96786902240868 worst-error: 132.63352332206708 SearchModels iteration 92> population: 16, bsize: 64, queue: 58, observed: 5695, best-error: 131.96786902240868 worst-error: 132.5466050210816 SearchModels iteration 93> population: 16, bsize: 64, queue: 57, observed: 5752, best-error: 131.9216870325535 worst-error: 132.45298252824992 SearchModels iteration 94> population: 16, bsize: 64, queue: 57, observed: 5809, best-error: 131.4921828570921 worst-error: 132.14603583211186 SearchModels iteration 95> population: 16, bsize: 64, queue: 57, observed: 5866, best-error: 131.41330966490463 worst-error: 131.96480989060083 SearchModels iteration 96> population: 16, bsize: 64, queue: 54, observed: 5920, best-error: 131.36437371383585 worst-error: 131.71074512364186 SearchModels iteration 97> population: 16, bsize: 64, queue: 60, observed: 5980, best-error: 131.36437371383585 worst-error: 131.5845943754186 SearchModels iteration 98> population: 16, bsize: 64, queue: 58, observed: 6038, best-error: 130.9843008899017 worst-error: 131.46299054585728 SearchModels iteration 99> population: 16, bsize: 64, queue: 59, observed: 6097, best-error: 130.65208758318698 worst-error: 131.22155772117736 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.37053290651691073, 0.9707206501987792, 0.6569407017044715, 0.564898249220187, 0.0841365991494255] 1 => ([-0.32518422043192513, -0.11573358420796148, -0.17238053909134193, 0.5784719169790529, 0.094967338562434] => 130.62999114796327) 2 => ([-0.32843606263624436, -0.11458770713659552, -0.17238053909134193, 0.5784719169790529, 0.094967338562434] => 130.65208758318698) 3 => ([-0.33468077852737593, -0.11366041505341, -0.17261194191109028, 0.5784719169790529, 0.094967338562434] => 130.77365086487555) 4 => ([-0.3290307370197879, -0.11497671629789542, -0.17292442751343257, 0.5784719169790529, 0.094967338562434] => 130.79950654902825) 5 => ([-0.3294815367553467, -0.11274360857526765, -0.1731314950425128, 0.5784719169778324, 0.09496733839736987] => 130.8168752505033) 6 => ([-0.32969660053425603, -0.11300779867731942, -0.17315038759238127, 0.5784719169793087, 0.09496733860400448] => 130.8289875559962) 7 => ([-0.3296254114033314, -0.11536572545919532, -0.17346831593552323, 0.5784719169790529, 0.094967338562434] => 130.9481869698105) 8 => ([-0.3286364892256382, -0.11339680783861932, -0.17369427601447193, 0.5784719169793087, 0.09496733860400448] => 130.9564129491446) 9 => ([-0.327647567047945, -0.11142789021804331, -0.17392023609342064, 0.5784719169795643, 0.09496733864557497] => 130.96508014389948) 10 => ([-0.3300762111388902, -0.11313261773656755, -0.17367538346460343, 0.5784719169778324, 0.09496733839736987] => 130.9659820683692) 11 => ([-0.3296254114033314, -0.11651938271378728, -0.17346831593552323, 0.5784719169790529, 0.094967338562434] => 130.9687041754326) 12 => ([-0.327614137033962, -0.11142789021804331, -0.1739379830562873, 0.5784719169795643, 0.09496733864557497] => 130.96906366200145) 13 => ([-0.3346630023940589, -0.11362409404375416, -0.1734500535737603, 0.5784719169790529, 0.094967338562434] => 130.97898734717336) 14 => ([-0.330527010874449, -0.11089951001393977, -0.17388245099368363, 0.5784719169766119, 0.09496733823230576] => 130.9843008899017) 15 => ([-0.3361194393143023, -0.1133599039417024, -0.17342228754245848, 0.5784719169775766, 0.09496733835579939] => 130.98657833217365) Test Summary: | Total Time SearchModels.jl | 0 5.1s ===== 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: 164, observed: 1137, best-error: 0.0 worst-error: 6.799999999999998 SearchModels iteration 2> population: 16, bsize: 32, queue: 166, observed: 1303, best-error: 0.0 worst-error: 1.2531250000000005 SearchModels iteration 3> population: 16, bsize: 32, queue: 175, observed: 1478, best-error: 0.0 worst-error: 0.4244140625 SearchModels iteration 4> population: 16, bsize: 32, queue: 165, observed: 1643, best-error: 0.0 worst-error: 0.1653930664062502 SearchModels iteration 5> population: 16, bsize: 32, queue: 156, observed: 1799, best-error: 0.0 worst-error: 0.07812500000000044 SearchModels iteration 6> population: 16, bsize: 32, queue: 170, observed: 1969, best-error: 0.0 worst-error: 0.01265869140625002 SearchModels iteration 7> population: 16, bsize: 32, queue: 165, observed: 2134, best-error: 0.0 worst-error: 0.003839731216430736 SearchModels iteration 8> population: 16, bsize: 32, queue: 172, observed: 2306, best-error: 0.0 worst-error: 0.0018543684855103543 SearchModels iteration 9> population: 16, bsize: 32, queue: 160, observed: 2466, best-error: 0.0 worst-error: 0.0009880301007069857 SearchModels iteration 10> population: 16, bsize: 32, queue: 179, observed: 2645, best-error: 0.0 worst-error: 0.0004765427485108055 SearchModels iteration 11> population: 16, bsize: 32, queue: 175, observed: 2820, best-error: 0.0 worst-error: 0.0001586914062500014 SearchModels iteration 12> population: 16, bsize: 32, queue: 180, observed: 3000, best-error: 0.0 worst-error: 8.140247719949677e-5 SearchModels iteration 13> population: 16, bsize: 32, queue: 164, observed: 3164, best-error: 0.0 worst-error: 2.3178672563524253e-5 SearchModels iteration 14> population: 16, bsize: 32, queue: 176, observed: 3340, best-error: 0.0 worst-error: 8.214756850366545e-6 SearchModels iteration 15> population: 16, bsize: 32, queue: 177, observed: 3517, best-error: 0.0 worst-error: 3.2650156850873445e-6 SearchModels iteration 16> population: 16, bsize: 32, queue: 177, observed: 3694, best-error: 0.0 worst-error: 1.381228657921406e-6 SearchModels iteration 17> population: 16, bsize: 32, queue: 179, observed: 3873, best-error: 0.0 worst-error: 4.5237626287078044e-7 SearchModels iteration 18> population: 16, bsize: 32, queue: 171, observed: 4044, best-error: 0.0 worst-error: 1.952096275231599e-7 SearchModels> stop by convergence error=(1.0003448486328126, 1.00069580078125) => 1.2250211733834093e-7, iter=19 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0001800537109375, 1.0003631591796875) => 3.333097930424916e-8) 3 => ((1.000206756591797, 1.000421142578125) => 4.850400837313182e-8) 4 => ((1.000201416015625, 1.0004119873046875) => 4.887619612186336e-8) 5 => ((1.0002212524414062, 1.000439453125) => 4.9914083360976725e-8) 6 => ((1.0002830505371094, 1.0005676269531252) => 8.03266291315278e-8) 7 => ((1.0002883911132812, 1.0005767822265625) => 8.317012593502284e-8) 8 => ((1.0002906799316407, 1.0005828857421877) => 8.470258146628267e-8) 9 => ((1.0002685546875, 1.00054931640625) => 8.684722335010405e-8) 10 => ((1.0002853393554687, 1.000579833984375) => 8.96520320356056e-8) 11 => ((1.000298309326172, 1.000604248046875) => 9.46742264618846e-8) 12 => ((1.0003067016601563, 1.00062255859375) => 1.0227645653096221e-7) 13 => ((1.0003257751464845, 1.0006591796875002) => 1.1178939782108716e-7) 14 => ((1.0002971649169923, 1.0006103515625) => 1.136943800483364e-7) 15 => ((1.0003429412841798, 1.0006927490234374) => 1.2216341710524806e-7) ===== 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: 166, observed: 1128, best-error: 0.20000000000000115 worst-error: 25.22 SearchModels iteration 2> population: 16, bsize: 32, queue: 169, observed: 1297, best-error: 0.0 worst-error: 3.62 SearchModels iteration 3> population: 16, bsize: 32, queue: 170, observed: 1467, best-error: 0.0 worst-error: 0.8199999999999994 SearchModels iteration 4> population: 16, bsize: 32, queue: 175, observed: 1642, best-error: 0.0 worst-error: 0.22621337890625004 SearchModels iteration 5> population: 16, bsize: 32, queue: 179, observed: 1821, best-error: 0.0 worst-error: 0.04828369140624859 SearchModels iteration 6> population: 16, bsize: 32, queue: 184, observed: 2005, best-error: 0.0 worst-error: 0.010080718994140328 SearchModels iteration 7> population: 16, bsize: 32, queue: 178, observed: 2183, best-error: 0.0 worst-error: 0.002206173539161488 SearchModels iteration 8> population: 16, bsize: 32, queue: 172, observed: 2355, best-error: 0.0 worst-error: 0.0005522376671432784 SearchModels iteration 9> population: 16, bsize: 32, queue: 172, observed: 2527, best-error: 0.0 worst-error: 0.00011904236162080295 SearchModels iteration 10> population: 16, bsize: 32, queue: 172, observed: 2699, best-error: 0.0 worst-error: 3.4746036544686394e-5 SearchModels iteration 11> population: 16, bsize: 32, queue: 172, observed: 2871, best-error: 0.0 worst-error: 8.252307452484646e-6 SearchModels iteration 12> population: 16, bsize: 32, queue: 159, observed: 3030, best-error: 0.0 worst-error: 2.5341649688960526e-6 SearchModels iteration 13> population: 16, bsize: 32, queue: 153, observed: 3183, best-error: 0.0 worst-error: 1.1032843030988132e-6 SearchModels iteration 14> population: 16, bsize: 32, queue: 172, observed: 3355, best-error: 0.0 worst-error: 5.840145752586563e-7 SearchModels iteration 15> population: 16, bsize: 32, queue: 178, observed: 3533, best-error: 0.0 worst-error: 1.7586067826787582e-7 SearchModels iteration 16> population: 16, bsize: 32, queue: 176, observed: 3709, best-error: 0.0 worst-error: 4.8347031767034685e-8 SearchModels> stop by convergence error=(1.000128173828125, 1.0002624511718752) => 2.0133793146456173e-8, iter=17 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.000006103515625, 1.000018310546875) => 3.7624977270551355e-9) 3 => ((1.00001220703125, 1.000030517578125) => 3.8741200134755736e-9) 4 => ((1.0000732421875, 1.000146484375) => 5.364420907489732e-9) 5 => ((1.0000793457031252, 1.000164794921875) => 1.0013349635927484e-8) 6 => ((1.00008544921875, 1.000177001953125) => 1.1017951566665205e-8) 7 => ((1.0000579833984375, 1.0001251220703127) => 1.1737822654339596e-8) 8 => ((1.00010986328125, 1.0002197265625) => 1.2069955135353458e-8) 9 => ((1.000091552734375, 1.000189208984375) => 1.2096968680128082e-8) 10 => ((1.00001220703125, 1.00003662109375) => 1.5049809009498122e-8) 11 => ((1.0000244140625, 1.00006103515625) => 1.5495752484938028e-8) 12 => ((1.000115966796875, 1.000238037109375) => 1.715718998206178e-8) 13 => ((1.000054931640625, 1.0001220703125) => 1.791128033859361e-8) 14 => ((1.0001220703125, 1.000250244140625) => 1.860828380262645e-8) 15 => ((1.00006103515625, 1.00013427734375) => 1.861735793317901e-8) Test Summary: | Total Time SearchModels.jl | 0 2.0s Testing SearchModels tests passed Testing completed after 19.17s PkgEval succeeded after 59.22s