Package evaluation of SearchModels on Julia 1.13.0-DEV.873 (be59b3b2f4*) started at 2025-07-17T18:43:20.757 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.24s ################################################################################ # 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 v4.17.0 [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 v1.2.1 [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 v1.12.0 [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 v1.12.0 [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 To see why use `status --outdated -m` Installation completed after 1.17s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 22.13s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_Cdmhho/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_Cdmhho/Manifest.toml` [34da2185] Compat v4.17.0 [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 v1.2.1 [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 v1.12.0 [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 v1.12.0 [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: 58, observed: 358, best-error: 209307.67210998104 worst-error: 806183.5412123589 SearchModels iteration 2> population: 16, bsize: 64, queue: 60, observed: 418, best-error: 1949.3892522220074 worst-error: 73093.66239327997 SearchModels iteration 3> population: 16, bsize: 64, queue: 55, observed: 473, best-error: 1569.4738620889584 worst-error: 13452.483136394356 SearchModels iteration 4> population: 16, bsize: 64, queue: 56, observed: 529, best-error: 194.1833523028228 worst-error: 1917.6341616779694 SearchModels iteration 5> population: 16, bsize: 64, queue: 59, observed: 588, best-error: 28.287011062962154 worst-error: 365.361574009977 SearchModels iteration 6> population: 16, bsize: 64, queue: 62, observed: 650, best-error: 14.378174635771176 worst-error: 61.42206009211156 SearchModels iteration 7> population: 16, bsize: 64, queue: 62, observed: 712, best-error: 2.347763730785754 worst-error: 17.318618505281588 SearchModels iteration 8> population: 16, bsize: 64, queue: 60, observed: 772, best-error: 2.2548861712549533 worst-error: 6.740422107934014 SearchModels iteration 9> population: 16, bsize: 64, queue: 59, observed: 831, best-error: 2.233261422431713 worst-error: 3.1445594526213743 SearchModels iteration 10> population: 16, bsize: 64, queue: 58, observed: 889, best-error: 1.4484179312354584 worst-error: 2.189721624780907 SearchModels iteration 11> population: 16, bsize: 64, queue: 56, observed: 945, best-error: 1.4361043795417352 worst-error: 1.7383203516520973 SearchModels iteration 12> population: 16, bsize: 64, queue: 58, observed: 1003, best-error: 1.4361043795417352 worst-error: 1.6103911995489995 SearchModels iteration 13> population: 16, bsize: 64, queue: 56, observed: 1059, best-error: 1.4188314453960063 worst-error: 1.5018055504816354 SearchModels iteration 14> population: 16, bsize: 64, queue: 62, observed: 1121, best-error: 1.4188314453960063 worst-error: 1.4587562440208226 SearchModels iteration 15> population: 16, bsize: 64, queue: 61, observed: 1182, best-error: 1.296164380165595 worst-error: 1.434410353089032 SearchModels iteration 16> population: 16, bsize: 64, queue: 53, observed: 1235, best-error: 1.296164380165595 worst-error: 1.4213200732062317 SearchModels iteration 17> population: 16, bsize: 64, queue: 56, observed: 1291, best-error: 1.2607495890213096 worst-error: 1.3608737618774172 SearchModels iteration 18> population: 16, bsize: 64, queue: 58, observed: 1349, best-error: 1.2607495890213096 worst-error: 1.3324764143394694 SearchModels iteration 19> population: 16, bsize: 64, queue: 58, observed: 1407, best-error: 1.2407470307643194 worst-error: 1.3133630603350426 SearchModels iteration 20> population: 16, bsize: 64, queue: 60, observed: 1467, best-error: 1.2407470307643194 worst-error: 1.2976532335454931 SearchModels iteration 21> population: 16, bsize: 64, queue: 58, observed: 1525, best-error: 1.2053146226765503 worst-error: 1.2699514332546056 SearchModels iteration 22> population: 16, bsize: 64, queue: 59, observed: 1584, best-error: 1.2053146226765503 worst-error: 1.2505812871051103 SearchModels iteration 23> population: 16, bsize: 64, queue: 58, observed: 1642, best-error: 1.2053146226765503 worst-error: 1.2295722863718013 SearchModels iteration 24> population: 16, bsize: 64, queue: 58, observed: 1700, best-error: 1.2038578520421175 worst-error: 1.2208531178790658 SearchModels iteration 25> population: 16, bsize: 64, queue: 59, observed: 1759, best-error: 1.1922860770374695 worst-error: 1.2133307920187058 SearchModels iteration 26> population: 16, bsize: 64, queue: 55, observed: 1814, best-error: 1.1922860770374695 worst-error: 1.209991686483828 SearchModels iteration 27> population: 16, bsize: 64, queue: 56, observed: 1870, best-error: 1.1922860770374695 worst-error: 1.2037248463145602 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1928, best-error: 1.187485687378748 worst-error: 1.1991579226104443 SearchModels iteration 29> population: 16, bsize: 64, queue: 55, observed: 1983, best-error: 1.1838612814056062 worst-error: 1.1941198974471572 SearchModels iteration 30> population: 16, bsize: 64, queue: 58, observed: 2041, best-error: 1.1838612814056062 worst-error: 1.1912018601195289 SearchModels iteration 31> population: 16, bsize: 64, queue: 54, observed: 2095, best-error: 1.1836348988745482 worst-error: 1.1883376134231305 SearchModels iteration 32> population: 16, bsize: 64, queue: 60, observed: 2155, best-error: 1.1812904392730268 worst-error: 1.1863175468822365 SearchModels iteration 33> population: 16, bsize: 64, queue: 56, observed: 2211, best-error: 1.1812904392730268 worst-error: 1.1853587771228282 SearchModels iteration 34> population: 16, bsize: 64, queue: 57, observed: 2268, best-error: 1.1812904392730268 worst-error: 1.1836348988745482 SearchModels iteration 35> population: 16, bsize: 64, queue: 56, observed: 2324, best-error: 1.1812904392730268 worst-error: 1.182711201731451 SearchModels iteration 36> population: 16, bsize: 64, queue: 56, observed: 2380, best-error: 1.1812904392730268 worst-error: 1.1821637787878227 SearchModels iteration 37> population: 16, bsize: 64, queue: 56, observed: 2436, best-error: 1.1809093537280195 worst-error: 1.1817712374089642 SearchModels iteration 38> population: 16, bsize: 64, queue: 60, observed: 2496, best-error: 1.1807753691723166 worst-error: 1.1812878903826158 SearchModels iteration 39> population: 16, bsize: 64, queue: 56, observed: 2552, best-error: 1.1803203483085678 worst-error: 1.181025803260752 SearchModels iteration 40> population: 16, bsize: 64, queue: 54, observed: 2606, best-error: 1.1802159559983045 worst-error: 1.180903394468519 SearchModels iteration 41> population: 16, bsize: 64, queue: 59, observed: 2665, best-error: 1.1802159559983045 worst-error: 1.1807320447664043 SearchModels iteration 42> population: 16, bsize: 64, queue: 57, observed: 2722, best-error: 1.1798352276274355 worst-error: 1.1805578621855146 SearchModels iteration 43> population: 16, bsize: 64, queue: 63, observed: 2785, best-error: 1.1798352276274355 worst-error: 1.180445589154463 SearchModels iteration 44> population: 16, bsize: 64, queue: 59, observed: 2844, best-error: 1.179744499959001 worst-error: 1.1801790638703922 SearchModels iteration 45> population: 16, bsize: 64, queue: 60, observed: 2904, best-error: 1.1795018067156182 worst-error: 1.180138845789278 SearchModels iteration 46> population: 16, bsize: 64, queue: 61, observed: 2965, best-error: 1.1793441893984429 worst-error: 1.179841995816784 SearchModels iteration 47> population: 16, bsize: 64, queue: 55, observed: 3020, best-error: 1.1791577685867332 worst-error: 1.1796162470173754 SearchModels iteration 48> population: 16, bsize: 64, queue: 59, observed: 3079, best-error: 1.1791577685867332 worst-error: 1.1795018067156182 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3137, best-error: 1.1788446102729377 worst-error: 1.179387222626399 SearchModels iteration 50> population: 16, bsize: 64, queue: 57, observed: 3194, best-error: 1.1788446102729377 worst-error: 1.1792971147478704 SearchModels iteration 51> population: 16, bsize: 64, queue: 60, observed: 3254, best-error: 1.1788446102729377 worst-error: 1.1791767283469925 SearchModels iteration 52> population: 16, bsize: 64, queue: 60, observed: 3314, best-error: 1.178487110423817 worst-error: 1.1790721716428416 SearchModels iteration 53> population: 16, bsize: 64, queue: 57, observed: 3371, best-error: 1.178487110423817 worst-error: 1.1789960286060692 SearchModels iteration 54> population: 16, bsize: 64, queue: 55, observed: 3426, best-error: 1.178487110423817 worst-error: 1.1788607110360054 SearchModels iteration 55> population: 16, bsize: 64, queue: 59, observed: 3485, best-error: 1.1782635605923049 worst-error: 1.1787609804434487 SearchModels iteration 56> population: 16, bsize: 64, queue: 54, observed: 3539, best-error: 1.1782635605923049 worst-error: 1.1786598086346969 SearchModels iteration 57> population: 16, bsize: 64, queue: 61, observed: 3600, best-error: 1.1780930715168119 worst-error: 1.1784492572926895 SearchModels iteration 58> population: 16, bsize: 64, queue: 57, observed: 3657, best-error: 1.1780930715168119 worst-error: 1.1783381554071475 SearchModels iteration 59> population: 16, bsize: 64, queue: 60, observed: 3717, best-error: 1.1780930715168119 worst-error: 1.1782786442727462 SearchModels iteration 60> population: 16, bsize: 64, queue: 56, observed: 3773, best-error: 1.1778173170738715 worst-error: 1.1782290982220665 SearchModels iteration 61> population: 16, bsize: 64, queue: 57, observed: 3830, best-error: 1.1778173170738715 worst-error: 1.1781679149527144 SearchModels iteration 62> population: 16, bsize: 64, queue: 60, observed: 3890, best-error: 1.1778173170738715 worst-error: 1.1780755193097567 SearchModels iteration 63> population: 16, bsize: 64, queue: 60, observed: 3950, best-error: 1.1776235117415519 worst-error: 1.177991232167123 SearchModels iteration 64> population: 16, bsize: 64, queue: 57, observed: 4007, best-error: 1.1776235117415519 worst-error: 1.1779451389007316 SearchModels iteration 65> population: 16, bsize: 64, queue: 56, observed: 4063, best-error: 1.1775391792764132 worst-error: 1.1778824232445986 SearchModels iteration 66> population: 16, bsize: 64, queue: 59, observed: 4122, best-error: 1.1775391792764132 worst-error: 1.177793708718367 SearchModels iteration 67> population: 16, bsize: 64, queue: 61, observed: 4183, best-error: 1.1773823904566796 worst-error: 1.1776878974095477 SearchModels iteration 68> population: 16, bsize: 64, queue: 59, observed: 4242, best-error: 1.1773823904566796 worst-error: 1.1776000797252786 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4301, best-error: 1.1772464849918496 worst-error: 1.1775285196253604 SearchModels iteration 70> population: 16, bsize: 64, queue: 58, observed: 4359, best-error: 1.1772464849918496 worst-error: 1.177468824598508 SearchModels iteration 71> population: 16, bsize: 64, queue: 57, observed: 4416, best-error: 1.177151181955371 worst-error: 1.1774117252914196 SearchModels iteration 72> population: 16, bsize: 64, queue: 55, observed: 4471, best-error: 1.177151181955371 worst-error: 1.1773498533838536 SearchModels iteration 73> population: 16, bsize: 64, queue: 57, observed: 4528, best-error: 1.1769658133540526 worst-error: 1.1772680760240333 SearchModels iteration 74> population: 16, bsize: 64, queue: 62, observed: 4590, best-error: 1.1769658133540526 worst-error: 1.1772084648859453 SearchModels iteration 75> population: 16, bsize: 64, queue: 59, observed: 4649, best-error: 1.1769658133540526 worst-error: 1.177082797737572 SearchModels iteration 76> population: 16, bsize: 64, queue: 61, observed: 4710, best-error: 1.1767758511178128 worst-error: 1.1770300116308783 SearchModels iteration 77> population: 16, bsize: 64, queue: 59, observed: 4769, best-error: 1.1767208468016674 worst-error: 1.1769965401901181 SearchModels iteration 78> population: 16, bsize: 64, queue: 58, observed: 4827, best-error: 1.1767208468016674 worst-error: 1.1769372257605148 SearchModels iteration 79> population: 16, bsize: 64, queue: 58, observed: 4885, best-error: 1.1766557019578403 worst-error: 1.176872918299874 SearchModels iteration 80> population: 16, bsize: 64, queue: 54, observed: 4939, best-error: 1.1766557019578403 worst-error: 1.1768039766085796 SearchModels iteration 81> population: 16, bsize: 64, queue: 56, observed: 4995, best-error: 1.1766557019578403 worst-error: 1.1767504249621363 SearchModels iteration 82> population: 16, bsize: 64, queue: 58, observed: 5053, best-error: 1.176510417119351 worst-error: 1.1767155655404924 SearchModels iteration 83> population: 16, bsize: 64, queue: 58, observed: 5111, best-error: 1.176482841594734 worst-error: 1.1766991482799156 SearchModels iteration 84> population: 16, bsize: 64, queue: 54, observed: 5165, best-error: 1.176482841594734 worst-error: 1.1766272224904804 SearchModels iteration 85> population: 16, bsize: 64, queue: 61, observed: 5226, best-error: 1.176482841594734 worst-error: 1.1765908075791167 SearchModels iteration 86> population: 16, bsize: 64, queue: 59, observed: 5285, best-error: 1.176482841594734 worst-error: 1.1765508004684817 SearchModels iteration 87> population: 16, bsize: 64, queue: 59, observed: 5344, best-error: 1.1763259961458161 worst-error: 1.1765215204864936 SearchModels iteration 88> population: 16, bsize: 64, queue: 61, observed: 5405, best-error: 1.176312975502921 worst-error: 1.176509699727695 SearchModels iteration 89> population: 16, bsize: 64, queue: 59, observed: 5464, best-error: 1.176312975502921 worst-error: 1.1764576503564739 SearchModels iteration 90> population: 16, bsize: 64, queue: 56, observed: 5520, best-error: 1.176312975502921 worst-error: 1.1764108487422011 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5578, best-error: 1.176312975502921 worst-error: 1.1763715243631696 SearchModels iteration 92> population: 16, bsize: 64, queue: 58, observed: 5636, best-error: 1.176312975502921 worst-error: 1.176351863001684 SearchModels iteration 93> population: 16, bsize: 64, queue: 57, observed: 5693, best-error: 1.1761609446236259 worst-error: 1.176337969153866 SearchModels iteration 94> population: 16, bsize: 64, queue: 58, observed: 5751, best-error: 1.1761410876124252 worst-error: 1.1763291949017047 SearchModels iteration 95> population: 16, bsize: 64, queue: 58, observed: 5809, best-error: 1.1761410876124252 worst-error: 1.1762838391596426 SearchModels iteration 96> population: 16, bsize: 64, queue: 55, observed: 5864, best-error: 1.1761410876124252 worst-error: 1.1762187262059054 SearchModels iteration 97> population: 16, bsize: 64, queue: 60, observed: 5924, best-error: 1.1761410876124252 worst-error: 1.1761835029047722 SearchModels iteration 98> population: 16, bsize: 64, queue: 57, observed: 5981, best-error: 1.1760058849612824 worst-error: 1.1761647513571576 SearchModels iteration 99> population: 16, bsize: 64, queue: 57, observed: 6038, best-error: 1.1760058849612824 worst-error: 1.1761534920195889 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.22253313327751367, 0.1054013667534196, 0.6611086657014995, 0.7255311503451907, 0.3912254452537708] 1 => ([-0.14242299098977426, -0.312877469768022, 0.674197243131097, 0.732431131054053, 0.39115907121437077] => 1.1760058849612824) 2 => ([-0.1430177603390851, -0.31287746930149307, 0.6741972431306843, 0.7324311310540814, 0.391159071214376] => 1.1760772770123653) 3 => ([-0.14302446190676135, -0.3128774694042417, 0.6741972431307752, 0.7324311310540752, 0.3911590712143748] => 1.1760780854524278) 4 => ([-0.1430346475610817, -0.31287746945095724, 0.6741972431308165, 0.7324311310540723, 0.3911590712143743] => 1.1760793143666368) 5 => ([-0.1430432244748859, -0.3128774694182819, 0.6741972431307877, 0.7324311310540743, 0.39115907121437465] => 1.1760803493455652) 6 => ([-0.14304811691507763, -0.31287746946015016, 0.6741972431308246, 0.7324311310540718, 0.3911590712143742] => 1.1760809397832197) 7 => ([-0.14305180138869011, -0.31287746938560645, 0.6741972431307587, 0.7324311310540763, 0.39115907121437504] => 1.1760813844717397) 8 => ([-0.14305716299599153, -0.3128774693868567, 0.6741972431307598, 0.7324311310540762, 0.391159071214375] => 1.176082031625037) 9 => ([-0.14306158626907356, -0.3128774694693431, 0.6741972431308327, 0.7324311310540712, 0.3911590712143741] => 1.1760825655626728) 10 => ([-0.14306252460329294, -0.3128774693881069, 0.6741972431307609, 0.7324311310540761, 0.391159071214375] => 1.1760826788359184) 11 => ([-0.14306386456366782, -0.3128774694896053, 0.6741972431308507, 0.7324311310540699, 0.3911590712143739] => 1.1760828405932637) 12 => ([-0.14306520452404267, -0.31287746959110374, 0.6741972431309404, 0.7324311310540638, 0.39115907121437277] => 1.17608300235424) 13 => ([-0.14307061530347376, -0.3128774693237517, 0.674197243130704, 0.7324311310540801, 0.39115907121437576] => 1.1760836555908885) 14 => ([-0.14330348609623939, -0.3128774690274221, 0.6741972431304419, 0.7324311310540981, 0.39115907121437904] => 1.1761118251617029) 15 => ([-0.14331320258345, -0.31287746911475567, 0.6741972431305191, 0.7324311310540927, 0.3911590712143781] => 1.1761130028875142) Test Summary: | Total Time SearchModels.jl | 0 5.7s ===== 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: 1137, best-error: 0.40000000000000063 worst-error: 14.499999999999998 SearchModels iteration 2> population: 16, bsize: 32, queue: 169, observed: 1306, best-error: 0.17312500000000192 worst-error: 3.2499999999999996 SearchModels iteration 3> population: 16, bsize: 32, queue: 155, observed: 1461, best-error: 0.06249999999999969 worst-error: 2.319999999999999 SearchModels iteration 4> population: 16, bsize: 32, queue: 168, observed: 1629, best-error: 0.06249999999999969 worst-error: 0.17312500000000192 SearchModels iteration 5> population: 16, bsize: 32, queue: 157, observed: 1786, best-error: 0.06249999999999969 worst-error: 0.10347900390625067 SearchModels iteration 6> population: 16, bsize: 32, queue: 161, observed: 1947, best-error: 0.05424575805664056 worst-error: 0.07658462524413993 SearchModels iteration 7> population: 16, bsize: 32, queue: 176, observed: 2123, best-error: 0.04993882179260225 worst-error: 0.06347656250000003 SearchModels iteration 8> population: 16, bsize: 32, queue: 158, observed: 2281, best-error: 0.04993882179260225 worst-error: 0.05513216499239146 SearchModels iteration 9> population: 16, bsize: 32, queue: 154, observed: 2435, best-error: 0.04772324562072762 worst-error: 0.051710209883749116 SearchModels iteration 10> population: 16, bsize: 32, queue: 168, observed: 2603, best-error: 0.04663376808166497 worst-error: 0.04949503563577298 SearchModels iteration 11> population: 16, bsize: 32, queue: 168, observed: 2771, best-error: 0.04662919044494633 worst-error: 0.0481273122692074 SearchModels iteration 12> population: 16, bsize: 32, queue: 166, observed: 2937, best-error: 0.04662919044494633 worst-error: 0.047327384987738697 SearchModels iteration 13> population: 16, bsize: 32, queue: 173, observed: 3110, best-error: 0.04662919044494633 worst-error: 0.04693793717771764 SearchModels iteration 14> population: 16, bsize: 32, queue: 160, observed: 3270, best-error: 0.046494150161743145 worst-error: 0.04673523902893076 SearchModels iteration 15> population: 16, bsize: 32, queue: 149, observed: 3419, best-error: 0.046494150161743145 worst-error: 0.046601972211389106 SearchModels iteration 16> population: 16, bsize: 32, queue: 136, observed: 3555, best-error: 0.046494150161743145 worst-error: 0.046539695534868926 SearchModels iteration 17> population: 16, bsize: 32, queue: 127, observed: 3682, best-error: 0.046494150161743145 worst-error: 0.04651204714436766 SearchModels iteration 18> population: 16, bsize: 32, queue: 95, observed: 3777, best-error: 0.046494150161743145 worst-error: 0.046502523747038456 SearchModels iteration 19> population: 16, bsize: 32, queue: 92, observed: 3869, best-error: 0.046494150161743145 worst-error: 0.04649811186827718 SearchModels iteration 20> population: 16, bsize: 32, queue: 100, observed: 3969, best-error: 0.046494150161743145 worst-error: 0.04649552466580642 SearchModels iteration 21> population: 16, bsize: 32, queue: 85, observed: 4054, best-error: 0.046494150161743145 worst-error: 0.04649472503224386 SearchModels iteration 22> population: 16, bsize: 32, queue: 89, observed: 4143, best-error: 0.046494150013313605 worst-error: 0.046494311618152984 SearchModels iteration 23> population: 16, bsize: 32, queue: 95, observed: 4238, best-error: 0.04649414097439147 worst-error: 0.04649419371271504 SearchModels> stop by convergence error=(1.215625, 1.477754068374634) => 0.046494150481021256, iter=24 (of 300) 1 => ((1.215625, 1.4777441024780273) => 0.0464941406251455) 2 => ((1.215625, 1.4777450561523438) => 0.046494140708819014) 3 => ((1.215625, 1.4777451515197755) => 0.046494140727190804) 4 => ((1.215625, 1.4777460098266602) => 0.04649414097439147) 5 => ((1.215625, 1.4777421951293945) => 0.0464941410034953) 6 => ((1.215625, 1.47774715423584) => 0.046494141533185006) 7 => ((1.215625, 1.47774019241333) => 0.04649414218383752) 8 => ((1.215625, 1.4777493476867676) => 0.04649414333634921) 9 => ((1.215625, 1.4777500152587892) => 0.04649414407613219) 10 => ((1.215625, 1.477750873565674) => 0.04649414515824899) 11 => ((1.215625, 1.4777517318725586) => 0.04649414638770393) 12 => ((1.215625, 1.47775297164917) => 0.04649414842369877) 13 => ((1.215625, 1.4777536392211914) => 0.04649414964733294) 14 => ((1.215625, 1.4777538299560549) => 0.046494150013313605) 15 => ((1.215625, 1.477734375) => 0.046494150161743145) ===== 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: 177, observed: 1144, best-error: 0.3200000000000003 worst-error: 18.819999999999993 SearchModels iteration 2> population: 16, bsize: 32, queue: 171, observed: 1315, best-error: 0.3200000000000003 worst-error: 2.919999999999999 SearchModels iteration 3> population: 16, bsize: 32, queue: 163, observed: 1478, best-error: 0.17312499999999942 worst-error: 0.8999999999999984 SearchModels iteration 4> population: 16, bsize: 32, queue: 144, observed: 1622, best-error: 0.17312499999999942 worst-error: 0.3752368164062501 SearchModels iteration 5> population: 16, bsize: 32, queue: 161, observed: 1783, best-error: 0.17312499999999942 worst-error: 0.23765869140625004 SearchModels iteration 6> population: 16, bsize: 32, queue: 159, observed: 1942, best-error: 0.16140625 worst-error: 0.1969142150878907 SearchModels iteration 7> population: 16, bsize: 32, queue: 164, observed: 2106, best-error: 0.14758560180664054 worst-error: 0.17656021118164064 SearchModels iteration 8> population: 16, bsize: 32, queue: 174, observed: 2280, best-error: 0.14758560180664054 worst-error: 0.16705440822988743 SearchModels iteration 9> population: 16, bsize: 32, queue: 180, observed: 2460, best-error: 0.14758560180664054 worst-error: 0.15759379509836433 SearchModels iteration 10> population: 16, bsize: 32, queue: 157, observed: 2617, best-error: 0.14758560180664054 worst-error: 0.15227063097292526 SearchModels iteration 11> population: 16, bsize: 32, queue: 140, observed: 2757, best-error: 0.14736191872507332 worst-error: 0.149357519145269 SearchModels iteration 12> population: 16, bsize: 32, queue: 112, observed: 2869, best-error: 0.14731796796913837 worst-error: 0.1477683918201364 SearchModels iteration 13> population: 16, bsize: 32, queue: 95, observed: 2964, best-error: 0.14731793832165746 worst-error: 0.14736191872507332 SearchModels iteration 14> population: 16, bsize: 32, queue: 89, observed: 3053, best-error: 0.14731758572305861 worst-error: 0.14732684195041654 SearchModels iteration 15> population: 16, bsize: 32, queue: 88, observed: 3141, best-error: 0.14731758572305861 worst-error: 0.14731991879468695 SearchModels iteration 16> population: 16, bsize: 32, queue: 78, observed: 3219, best-error: 0.14731758572305861 worst-error: 0.14731817832992403 SearchModels iteration 17> population: 16, bsize: 32, queue: 80, observed: 3299, best-error: 0.14731758572305861 worst-error: 0.14731768500129533 SearchModels> stop by convergence error=(0.61744384765625, 0.37812500000000004) => 0.14731760497428106, iter=18 (of 300) 1 => ((0.617431640625, 0.37812500000000004) => 0.14731758572305861) 2 => ((0.6174316406249999, 0.37812500000000004) => 0.14731758572305864) 3 => ((0.6174346923828126, 0.37812500000000004) => 0.14731758623002839) 4 => ((0.6174346923828125, 0.37812500000000004) => 0.1473175862300284) 5 => ((0.6174285888671875, 0.37812500000000004) => 0.14731758808657583) 6 => ((0.6174285888671874, 0.37812500000000004) => 0.14731758808657586) 7 => ((0.6174377441406249, 0.37812500000000004) => 0.1473175896075273) 8 => ((0.6174377441406251, 0.37812500000000004) => 0.14731758960752733) 9 => ((0.617437744140625, 0.37812500000000004) => 0.14731758960752733) 10 => ((0.617425537109375, 0.37812500000000004) => 0.14731759332053798) 11 => ((0.6174255371093751, 0.37812500000000004) => 0.147317593320538) 12 => ((0.6174255371093749, 0.37812500000000004) => 0.147317593320538) 13 => ((0.6174407958984376, 0.37812500000000004) => 0.1473175958555975) 14 => ((0.6174224853515624, 0.37812500000000004) => 0.1473176014249029) 15 => ((0.6174224853515625, 0.37812500000000004) => 0.1473176014249029) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 20.39s PkgEval succeeded after 64.18s