Package evaluation of SearchModels on Julia 1.13.0-DEV.1141 (aecb173ae6*) started at 2025-09-16T22:56:15.797 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.95s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 1.14s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 21.96s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_OYbpKV/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_OYbpKV/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: 58, observed: 358, best-error: 17134.748084920077 worst-error: 1.441517697557675e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 62, observed: 420, best-error: 11753.444556480606 worst-error: 77036.85238208126 SearchModels iteration 3> population: 16, bsize: 64, queue: 57, observed: 477, best-error: 6233.789245674777 worst-error: 17134.748084920077 SearchModels iteration 4> population: 16, bsize: 64, queue: 62, observed: 539, best-error: 148.72958037208284 worst-error: 6252.6720992561995 SearchModels iteration 5> population: 16, bsize: 64, queue: 55, observed: 594, best-error: 39.778038805171136 worst-error: 1008.7888680948552 SearchModels iteration 6> population: 16, bsize: 64, queue: 62, observed: 656, best-error: 14.2599129869975 worst-error: 168.66690841768937 SearchModels iteration 7> population: 16, bsize: 64, queue: 56, observed: 712, best-error: 6.421488206521141 worst-error: 29.71193556131042 SearchModels iteration 8> population: 16, bsize: 64, queue: 59, observed: 771, best-error: 5.096694203210415 worst-error: 12.686557861499839 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 829, best-error: 3.5850160309173544 worst-error: 5.712788464290029 SearchModels iteration 10> population: 16, bsize: 64, queue: 59, observed: 888, best-error: 3.5850160309173544 worst-error: 4.172662663636649 SearchModels iteration 11> population: 16, bsize: 64, queue: 54, observed: 942, best-error: 3.5850160309173544 worst-error: 3.7390485185499136 SearchModels iteration 12> population: 16, bsize: 64, queue: 62, observed: 1004, best-error: 3.5807348682085425 worst-error: 3.6444335309105638 SearchModels iteration 13> population: 16, bsize: 64, queue: 60, observed: 1064, best-error: 3.508575152604145 worst-error: 3.6092775886428727 SearchModels iteration 14> population: 16, bsize: 64, queue: 61, observed: 1125, best-error: 3.508575152604145 worst-error: 3.5836630879571203 SearchModels iteration 15> population: 16, bsize: 64, queue: 61, observed: 1186, best-error: 3.508575152604145 worst-error: 3.556491598890575 SearchModels iteration 16> population: 16, bsize: 64, queue: 58, observed: 1244, best-error: 3.472256156480045 worst-error: 3.5415630210229856 SearchModels iteration 17> population: 16, bsize: 64, queue: 60, observed: 1304, best-error: 3.460668339738372 worst-error: 3.530050221631877 SearchModels iteration 18> population: 16, bsize: 64, queue: 61, observed: 1365, best-error: 3.413285853587873 worst-error: 3.4936703389303045 SearchModels iteration 19> population: 16, bsize: 64, queue: 58, observed: 1423, best-error: 3.413285853587873 worst-error: 3.472485880398733 SearchModels iteration 20> population: 16, bsize: 64, queue: 54, observed: 1477, best-error: 3.413285853587873 worst-error: 3.45028886189423 SearchModels iteration 21> population: 16, bsize: 64, queue: 57, observed: 1534, best-error: 3.394305973720101 worst-error: 3.4341254878189806 SearchModels iteration 22> population: 16, bsize: 64, queue: 56, observed: 1590, best-error: 3.394305973720101 worst-error: 3.4237053895675076 SearchModels iteration 23> population: 16, bsize: 64, queue: 58, observed: 1648, best-error: 3.394305973720101 worst-error: 3.416904752497755 SearchModels iteration 24> population: 16, bsize: 64, queue: 61, observed: 1709, best-error: 3.3725507438586773 worst-error: 3.410139741346982 SearchModels iteration 25> population: 16, bsize: 64, queue: 56, observed: 1765, best-error: 3.337013584730074 worst-error: 3.4008601618322603 SearchModels iteration 26> population: 16, bsize: 64, queue: 57, observed: 1822, best-error: 3.337013584730074 worst-error: 3.3824280602561023 SearchModels iteration 27> population: 16, bsize: 64, queue: 63, observed: 1885, best-error: 3.337013584730074 worst-error: 3.371343880868711 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1943, best-error: 3.337013584730074 worst-error: 3.358622400141259 SearchModels iteration 29> population: 16, bsize: 64, queue: 59, observed: 2002, best-error: 3.337013584730074 worst-error: 3.349974381777245 SearchModels iteration 30> population: 16, bsize: 64, queue: 57, observed: 2059, best-error: 3.319163376250537 worst-error: 3.3429392740437707 SearchModels iteration 31> population: 16, bsize: 64, queue: 59, observed: 2118, best-error: 3.313371232993386 worst-error: 3.3393520226334226 SearchModels iteration 32> population: 16, bsize: 64, queue: 59, observed: 2177, best-error: 3.3130039436645475 worst-error: 3.3292623088686057 SearchModels iteration 33> population: 16, bsize: 64, queue: 60, observed: 2237, best-error: 3.3130039436645475 worst-error: 3.3219422433446835 SearchModels iteration 34> population: 16, bsize: 64, queue: 57, observed: 2294, best-error: 3.3130039436645475 worst-error: 3.316518507521458 SearchModels iteration 35> population: 16, bsize: 64, queue: 60, observed: 2354, best-error: 3.29196608745797 worst-error: 3.314546528092978 SearchModels iteration 36> population: 16, bsize: 64, queue: 58, observed: 2412, best-error: 3.29196608745797 worst-error: 3.313651435016477 SearchModels iteration 37> population: 16, bsize: 64, queue: 61, observed: 2473, best-error: 3.29196608745797 worst-error: 3.3039543645657967 SearchModels iteration 38> population: 16, bsize: 64, queue: 58, observed: 2531, best-error: 3.2727926251605446 worst-error: 3.297790978925344 SearchModels iteration 39> population: 16, bsize: 64, queue: 58, observed: 2589, best-error: 3.2727926251605446 worst-error: 3.2938362680726687 SearchModels iteration 40> population: 16, bsize: 64, queue: 56, observed: 2645, best-error: 3.2727926251605446 worst-error: 3.287563241011243 SearchModels iteration 41> population: 16, bsize: 64, queue: 61, observed: 2706, best-error: 3.255766830398092 worst-error: 3.282785445154971 SearchModels iteration 42> population: 16, bsize: 64, queue: 56, observed: 2762, best-error: 3.255766830398092 worst-error: 3.2752818583407324 SearchModels iteration 43> population: 16, bsize: 64, queue: 56, observed: 2818, best-error: 3.255766830398092 worst-error: 3.269002377647708 SearchModels iteration 44> population: 16, bsize: 64, queue: 57, observed: 2875, best-error: 3.2493994161125626 worst-error: 3.2634358285305343 SearchModels iteration 45> population: 16, bsize: 64, queue: 55, observed: 2930, best-error: 3.2493994161125626 worst-error: 3.2616310023218493 SearchModels iteration 46> population: 16, bsize: 64, queue: 60, observed: 2990, best-error: 3.237930117717445 worst-error: 3.257914180406609 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3048, best-error: 3.2351763361178363 worst-error: 3.2510659083137874 SearchModels iteration 48> population: 16, bsize: 64, queue: 57, observed: 3105, best-error: 3.2332756068132387 worst-error: 3.24557028532087 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3163, best-error: 3.2277387799822073 worst-error: 3.2386548511647226 SearchModels iteration 50> population: 16, bsize: 64, queue: 58, observed: 3221, best-error: 3.2277387799822073 worst-error: 3.236155737692362 SearchModels iteration 51> population: 16, bsize: 64, queue: 59, observed: 3280, best-error: 3.220595558738645 worst-error: 3.2341952179456133 SearchModels iteration 52> population: 16, bsize: 64, queue: 60, observed: 3340, best-error: 3.220595558738645 worst-error: 3.230938741233414 SearchModels iteration 53> population: 16, bsize: 64, queue: 53, observed: 3393, best-error: 3.220595558738645 worst-error: 3.2273359790282963 SearchModels iteration 54> population: 16, bsize: 64, queue: 57, observed: 3450, best-error: 3.215729676471485 worst-error: 3.225487219559431 SearchModels iteration 55> population: 16, bsize: 64, queue: 58, observed: 3508, best-error: 3.212255465010124 worst-error: 3.2235026028670806 SearchModels iteration 56> population: 16, bsize: 64, queue: 59, observed: 3567, best-error: 3.209409917469003 worst-error: 3.21960360095846 SearchModels iteration 57> population: 16, bsize: 64, queue: 53, observed: 3620, best-error: 3.209409917469003 worst-error: 3.216947376071579 SearchModels iteration 58> population: 16, bsize: 64, queue: 57, observed: 3677, best-error: 3.209409917469003 worst-error: 3.215146829817941 SearchModels iteration 59> population: 16, bsize: 64, queue: 55, observed: 3732, best-error: 3.2035342115200938 worst-error: 3.2127987085773237 SearchModels iteration 60> population: 16, bsize: 64, queue: 60, observed: 3792, best-error: 3.2035342115200938 worst-error: 3.2113871662431968 SearchModels iteration 61> population: 16, bsize: 64, queue: 59, observed: 3851, best-error: 3.2010738339861917 worst-error: 3.209274659387172 SearchModels iteration 62> population: 16, bsize: 64, queue: 56, observed: 3907, best-error: 3.199380638433798 worst-error: 3.2080858440601188 SearchModels iteration 63> population: 16, bsize: 64, queue: 58, observed: 3965, best-error: 3.199380638433798 worst-error: 3.204559025933976 SearchModels iteration 64> population: 16, bsize: 64, queue: 60, observed: 4025, best-error: 3.1946703516663626 worst-error: 3.201963738886491 SearchModels iteration 65> population: 16, bsize: 64, queue: 57, observed: 4082, best-error: 3.1917921084849863 worst-error: 3.2008634116654866 SearchModels iteration 66> population: 16, bsize: 64, queue: 58, observed: 4140, best-error: 3.1917921084849863 worst-error: 3.198050281790149 SearchModels iteration 67> population: 16, bsize: 64, queue: 53, observed: 4193, best-error: 3.1917921084849863 worst-error: 3.196172292264761 SearchModels iteration 68> population: 16, bsize: 64, queue: 57, observed: 4250, best-error: 3.18357794002829 worst-error: 3.1946703516663626 SearchModels iteration 69> population: 16, bsize: 64, queue: 60, observed: 4310, best-error: 3.18357794002829 worst-error: 3.1926941003955687 SearchModels iteration 70> population: 16, bsize: 64, queue: 58, observed: 4368, best-error: 3.1758290939289635 worst-error: 3.1878799637388675 SearchModels iteration 71> population: 16, bsize: 64, queue: 60, observed: 4428, best-error: 3.1758290939289635 worst-error: 3.1853998452843912 SearchModels iteration 72> population: 16, bsize: 64, queue: 56, observed: 4484, best-error: 3.1758290939289635 worst-error: 3.1830168056725388 SearchModels iteration 73> population: 16, bsize: 64, queue: 57, observed: 4541, best-error: 3.1758290939289635 worst-error: 3.181147847952412 SearchModels iteration 74> population: 16, bsize: 64, queue: 62, observed: 4603, best-error: 3.173157834231914 worst-error: 3.1793449408519736 SearchModels iteration 75> population: 16, bsize: 64, queue: 61, observed: 4664, best-error: 3.173157834231914 worst-error: 3.177981891035905 SearchModels iteration 76> population: 16, bsize: 64, queue: 58, observed: 4722, best-error: 3.1686010059470635 worst-error: 3.176008189957652 SearchModels iteration 77> population: 16, bsize: 64, queue: 57, observed: 4779, best-error: 3.1686010059470635 worst-error: 3.1747413609071415 SearchModels iteration 78> population: 16, bsize: 64, queue: 62, observed: 4841, best-error: 3.1651112517714246 worst-error: 3.1721518805501447 SearchModels iteration 79> population: 16, bsize: 64, queue: 60, observed: 4901, best-error: 3.1625560757531335 worst-error: 3.1703441974923683 SearchModels iteration 80> population: 16, bsize: 64, queue: 61, observed: 4962, best-error: 3.1625560757531335 worst-error: 3.167729821441249 SearchModels iteration 81> population: 16, bsize: 64, queue: 60, observed: 5022, best-error: 3.1625560757531335 worst-error: 3.165125465773624 SearchModels iteration 82> population: 16, bsize: 64, queue: 59, observed: 5081, best-error: 3.1572635751537574 worst-error: 3.163822992545732 SearchModels iteration 83> population: 16, bsize: 64, queue: 60, observed: 5141, best-error: 3.1513439660927385 worst-error: 3.163038071488275 SearchModels iteration 84> population: 16, bsize: 64, queue: 60, observed: 5201, best-error: 3.1513439660927385 worst-error: 3.1587321517717486 SearchModels iteration 85> population: 16, bsize: 64, queue: 61, observed: 5262, best-error: 3.1513439660927385 worst-error: 3.1562872028436306 SearchModels iteration 86> population: 16, bsize: 64, queue: 56, observed: 5318, best-error: 3.1511946130567505 worst-error: 3.154240681486094 SearchModels iteration 87> population: 16, bsize: 64, queue: 54, observed: 5372, best-error: 3.1511946130567505 worst-error: 3.1534182930517414 SearchModels iteration 88> population: 16, bsize: 64, queue: 56, observed: 5428, best-error: 3.1511946130567505 worst-error: 3.152595878099265 SearchModels iteration 89> population: 16, bsize: 64, queue: 57, observed: 5485, best-error: 3.1511946130567505 worst-error: 3.151913109513192 SearchModels iteration 90> population: 16, bsize: 64, queue: 57, observed: 5542, best-error: 3.1511946130567505 worst-error: 3.1515909138853693 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5600, best-error: 3.145992628558301 worst-error: 3.1513990412289687 SearchModels iteration 92> population: 16, bsize: 64, queue: 60, observed: 5660, best-error: 3.1411127959999163 worst-error: 3.1511946130567505 SearchModels iteration 93> population: 16, bsize: 64, queue: 57, observed: 5717, best-error: 3.1411127959999163 worst-error: 3.1473260868636674 SearchModels iteration 94> population: 16, bsize: 64, queue: 58, observed: 5775, best-error: 3.1398990382751526 worst-error: 3.1454576661467875 SearchModels iteration 95> population: 16, bsize: 64, queue: 60, observed: 5835, best-error: 3.136520885530217 worst-error: 3.1436380819652263 SearchModels iteration 96> population: 16, bsize: 64, queue: 57, observed: 5892, best-error: 3.136520885530217 worst-error: 3.1411127959999163 SearchModels iteration 97> population: 16, bsize: 64, queue: 56, observed: 5948, best-error: 3.135507568928946 worst-error: 3.1397543734466615 SearchModels iteration 98> population: 16, bsize: 64, queue: 58, observed: 6006, best-error: 3.135507568928946 worst-error: 3.1385702259016814 SearchModels iteration 99> population: 16, bsize: 64, queue: 60, observed: 6066, best-error: 3.1338454153646333 worst-error: 3.137813845241758 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.19715182487206862, 0.6659287864920572, 0.4826036970420091, 0.1952370389746234, 0.365864517552172] 1 => ([-0.10006965978579747, -0.08433212515417315, 0.49187477142449043, 0.20630251495883173, 0.3658263903658583] => 3.1338454153646333) 2 => ([-0.10152659596077661, -0.08449884136086627, 0.49187477142449043, 0.20630251495883173, 0.3658263903658583] => 3.134926545144417) 3 => ([-0.103283338098007, -0.08456423757508078, 0.49187477146540437, 0.20630251495871474, 0.3658263903651574] => 3.135507568928946) 4 => ([-0.10140473326811802, -0.08464451687245714, 0.4918747714434347, 0.20630251495877755, 0.36582639036553377] => 3.135695140992024) 5 => ([-0.10313343511688136, -0.0846148975713201, 0.4918747714449474, 0.20630251495877322, 0.36582639036550785] => 3.1357605714566117) 6 => ([-0.10298353213575574, -0.0846655575675594, 0.49187477142449043, 0.20630251495883173, 0.3658263903658583] => 3.136013791732685) 7 => ([-0.1027874306962496, -0.08468553765509353, 0.491874771457733, 0.2063025149587367, 0.36582639036528886] => 3.1360957304827908) 8 => ([-0.10292260078942644, -0.08473839532335484, 0.4918747714339625, 0.20630251495880464, 0.36582639036569603] => 3.1363985474291334) 9 => ([-0.10276970538520656, -0.08475761807629921, 0.4918747714392208, 0.2063025149587896, 0.36582639036560594] => 3.1364821865258214) 10 => ([-0.10268372617350449, -0.08476687756003803, 0.49187477138357644, 0.20630251495894875, 0.3658263903665592] => 3.136520885530217) 11 => ([-0.10284764929886364, -0.0847637253214745, 0.49187477142373404, 0.2063025149588339, 0.3658263903658713] => 3.136525372585304) 12 => ([-0.10277269780830083, -0.08478905531959416, 0.49187477141350555, 0.20630251495886315, 0.36582639036604647] => 3.1366522521785734) 13 => ([-0.10259286517668614, -0.08479352766294003, 0.4918747714445692, 0.20630251495877433, 0.36582639036551434] => 3.136652840018713) 14 => ([-0.10229152329449222, -0.08480683773510628, 0.49187477145006164, 0.20630251495875862, 0.36582639036542025] => 3.136685374608029) 15 => ([-0.10156318639428868, -0.08483148882921661, 0.4918747714347189, 0.20630251495880247, 0.3658263903656831] => 3.1367241961289682) Test Summary: | Total Time SearchModels.jl | 0 5.8s ===== RoseParams without inspect_population SearchModels> search params iter=0, initialpopulation=1000, maxpopulation=16, bsize=32, mutbsize=100, crossbsize=100 SearchModels iteration 1> population: 16, bsize: 32, queue: 154, observed: 1128, best-error: 0.20000000000000026 worst-error: 14.499999999999998 SearchModels iteration 2> population: 16, bsize: 32, queue: 173, observed: 1301, best-error: 0.0 worst-error: 1.3000000000000012 SearchModels iteration 3> population: 16, bsize: 32, queue: 171, observed: 1472, best-error: 0.0 worst-error: 0.203125 SearchModels iteration 4> population: 16, bsize: 32, queue: 161, observed: 1633, best-error: 0.0 worst-error: 0.03871337890625006 SearchModels iteration 5> population: 16, bsize: 32, queue: 173, observed: 1806, best-error: 0.0 worst-error: 0.00878906250000011 SearchModels iteration 6> population: 16, bsize: 32, queue: 176, observed: 1982, best-error: 0.0 worst-error: 0.0015593051910400455 SearchModels iteration 7> population: 16, bsize: 32, queue: 165, observed: 2147, best-error: 0.0 worst-error: 0.0002458196878433474 SearchModels iteration 8> population: 16, bsize: 32, queue: 154, observed: 2301, best-error: 0.0 worst-error: 2.2020936012267805e-5 SearchModels iteration 9> population: 16, bsize: 32, queue: 147, observed: 2448, best-error: 0.0 worst-error: 2.4420022964473943e-6 SearchModels iteration 10> population: 16, bsize: 32, queue: 144, observed: 2592, best-error: 0.0 worst-error: 3.433345409574952e-7 SearchModels iteration 11> population: 16, bsize: 32, queue: 135, observed: 2727, best-error: 0.0 worst-error: 3.814711817542159e-8 SearchModels> stop by convergence error=(0.99990234375, 0.9998046875) => 9.53675225901387e-9, iter=12 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0, 0.9999999999999999) => 1.232595164407831e-30) 3 => ((0.9999999999999999, 0.9999999999999999) => 1.2449211160519093e-30) 4 => ((0.9999999999999999, 1.0) => 4.942706609275402e-30) 5 => ((1.0000488281249997, 1.00009765625) => 2.3841863594235553e-9) 6 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 7 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) 8 => ((0.999951171875, 0.9999023437499999) => 2.384186359445557e-9) 9 => ((0.9999511718749999, 0.9999023437499999) => 2.3841863594562935e-9) 10 => ((1.0000488281250002, 1.00009765625) => 2.384186359467347e-9) 11 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) 12 => ((1.00009765625, 1.0001953124999998) => 9.536752258992187e-9) 13 => ((0.9999023437500001, 0.9998046875000001) => 9.536752258992399e-9) 14 => ((0.9999023437500001, 0.9998046875) => 9.53675225899261e-9) 15 => ((0.99990234375, 0.9998046875000001) => 9.536752259013659e-9) ===== 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: 171, observed: 1142, best-error: 1.7000000000000004 worst-error: 16.900000000000002 SearchModels iteration 2> population: 16, bsize: 32, queue: 176, observed: 1318, best-error: 0.20312499999999994 worst-error: 3.4531250000000018 SearchModels iteration 3> population: 16, bsize: 32, queue: 162, observed: 1480, best-error: 0.049999999999999996 worst-error: 0.6500000000000001 SearchModels iteration 4> population: 16, bsize: 32, queue: 182, observed: 1662, best-error: 0.049999999999999996 worst-error: 0.2850390625000005 SearchModels iteration 5> population: 16, bsize: 32, queue: 180, observed: 1842, best-error: 0.049999999999999996 worst-error: 0.13511962890625004 SearchModels iteration 6> population: 16, bsize: 32, queue: 166, observed: 2008, best-error: 0.04999999999999955 worst-error: 0.0756640625 SearchModels iteration 7> population: 16, bsize: 32, queue: 171, observed: 2179, best-error: 0.04535400390625004 worst-error: 0.056955718994140564 SearchModels iteration 8> population: 16, bsize: 32, queue: 169, observed: 2348, best-error: 0.044419097900390454 worst-error: 0.04999774992465968 SearchModels iteration 9> population: 16, bsize: 32, queue: 158, observed: 2506, best-error: 0.04405533790588363 worst-error: 0.04675548318773495 SearchModels iteration 10> population: 16, bsize: 32, queue: 160, observed: 2666, best-error: 0.04395539283752429 worst-error: 0.04518615722656243 SearchModels iteration 11> population: 16, bsize: 32, queue: 144, observed: 2810, best-error: 0.042557525634765586 worst-error: 0.04391686439514148 SearchModels iteration 12> population: 16, bsize: 32, queue: 157, observed: 2967, best-error: 0.042557525634765586 worst-error: 0.04325055181980133 SearchModels iteration 13> population: 16, bsize: 32, queue: 145, observed: 3112, best-error: 0.042557525634765586 worst-error: 0.042886682786047445 SearchModels iteration 14> population: 16, bsize: 32, queue: 147, observed: 3259, best-error: 0.04254150390624998 worst-error: 0.04269046783447268 SearchModels iteration 15> population: 16, bsize: 32, queue: 121, observed: 3380, best-error: 0.04253907203674314 worst-error: 0.042585375926000764 SearchModels iteration 16> population: 16, bsize: 32, queue: 107, observed: 3487, best-error: 0.04253907203674314 worst-error: 0.04255229532718657 SearchModels iteration 17> population: 16, bsize: 32, queue: 99, observed: 3586, best-error: 0.04253907203674314 worst-error: 0.04254021644592283 SearchModels iteration 18> population: 16, bsize: 32, queue: 96, observed: 3682, best-error: 0.04253906253725288 worst-error: 0.04253927767276761 SearchModels iteration 19> population: 16, bsize: 32, queue: 91, observed: 3773, best-error: 0.04253906253725288 worst-error: 0.042539110779762246 SearchModels> stop by convergence error=(0.7937500000000001, 0.6300476074218748) => 0.042539069801568956, iter=20 (of 300) 1 => ((0.7937500000000001, 0.6300392150878905) => 0.04253906250232828) 2 => ((0.7937500000000001, 0.6300384521484375) => 0.04253906253725288) 3 => ((0.7937500000000001, 0.6300399780273436) => 0.04253906258381901) 4 => ((0.7937500000000001, 0.6300376892089843) => 0.042539062688592796) 5 => ((0.7937500000000001, 0.6300407409667967) => 0.042539062781725055) 6 => ((0.7937500000000001, 0.6300354003906249) => 0.04253906384110448) 7 => ((0.7937500000000001, 0.6300346374511717) => 0.04253906445810569) 8 => ((0.7937500000000001, 0.6300338745117187) => 0.042539065191522216) 9 => ((0.7937500000000001, 0.6300331115722655) => 0.042539066041354066) 10 => ((0.7937500000000001, 0.6300323486328123) => 0.04253906700760124) 11 => ((0.7937500000000001, 0.6300323486328124) => 0.04253906700760124) 12 => ((0.7937500000000001, 0.6300460815429687) => 0.04253906742669639) 13 => ((0.7937500000000001, 0.6300315856933593) => 0.042539068090263726) 14 => ((0.7937500000000001, 0.6300315856933594) => 0.042539068090263726) 15 => ((0.7937500000000001, 0.6300308227539062) => 0.04253906928934154) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 22.08s PkgEval succeeded after 65.77s