Package evaluation of SearchModels on Julia 1.13.0-DEV.1072 (de815ed1fa*) started at 2025-09-03T12:46:24.819 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.1s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 1.14s ################################################################################ # Precompilation # Precompiling PkgEval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 22.21s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_3mU1Zp/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_3mU1Zp/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: 53, observed: 353, best-error: 12127.267252381525 worst-error: 2.91418826550815e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 55, observed: 408, best-error: 12026.990007629702 worst-error: 162492.95106315377 SearchModels iteration 3> population: 16, bsize: 64, queue: 63, observed: 471, best-error: 590.1994257684968 worst-error: 17230.54932326068 SearchModels iteration 4> population: 16, bsize: 64, queue: 60, observed: 531, best-error: 556.2736001306148 worst-error: 4015.4392313311023 SearchModels iteration 5> population: 16, bsize: 64, queue: 58, observed: 589, best-error: 315.4049550366998 worst-error: 1060.8073826059845 SearchModels iteration 6> population: 16, bsize: 64, queue: 61, observed: 650, best-error: 221.6576409532723 worst-error: 406.5445937530464 SearchModels iteration 7> population: 16, bsize: 64, queue: 58, observed: 708, best-error: 221.6576409532723 worst-error: 315.4049550366998 SearchModels iteration 8> population: 16, bsize: 64, queue: 57, observed: 765, best-error: 215.6529416883651 worst-error: 262.7191623209941 SearchModels iteration 9> population: 16, bsize: 64, queue: 61, observed: 826, best-error: 215.6529416883651 worst-error: 234.89944859487974 SearchModels iteration 10> population: 16, bsize: 64, queue: 63, observed: 889, best-error: 209.9299115762763 worst-error: 223.13623892743698 SearchModels iteration 11> population: 16, bsize: 64, queue: 53, observed: 942, best-error: 196.00279237456257 worst-error: 216.63415344781254 SearchModels iteration 12> population: 16, bsize: 64, queue: 59, observed: 1001, best-error: 196.00279237456257 worst-error: 211.45915284903003 SearchModels iteration 13> population: 16, bsize: 64, queue: 60, observed: 1061, best-error: 196.00279237456257 worst-error: 207.02773803340799 SearchModels iteration 14> population: 16, bsize: 64, queue: 64, observed: 1125, best-error: 194.67610270043767 worst-error: 201.16712201356526 SearchModels iteration 15> population: 16, bsize: 64, queue: 61, observed: 1186, best-error: 194.2961819096498 worst-error: 197.40300021273993 SearchModels iteration 16> population: 16, bsize: 64, queue: 59, observed: 1245, best-error: 194.11014394092922 worst-error: 196.00279237456257 SearchModels iteration 17> population: 16, bsize: 64, queue: 55, observed: 1300, best-error: 190.78576367279177 worst-error: 194.2981744002112 SearchModels iteration 18> population: 16, bsize: 64, queue: 58, observed: 1358, best-error: 190.78576367279177 worst-error: 193.50444847852543 SearchModels iteration 19> population: 16, bsize: 64, queue: 57, observed: 1415, best-error: 190.78576367279177 worst-error: 192.22140920195216 SearchModels iteration 20> population: 16, bsize: 64, queue: 59, observed: 1474, best-error: 190.5763107856265 worst-error: 191.36408109763093 SearchModels iteration 21> population: 16, bsize: 64, queue: 59, observed: 1533, best-error: 189.8181100056533 worst-error: 190.62179251775024 SearchModels iteration 22> population: 16, bsize: 64, queue: 56, observed: 1589, best-error: 189.28009454675393 worst-error: 190.08553142052634 SearchModels iteration 23> population: 16, bsize: 64, queue: 59, observed: 1648, best-error: 189.1929224237722 worst-error: 189.7627376456077 SearchModels iteration 24> population: 16, bsize: 64, queue: 61, observed: 1709, best-error: 188.63578558850003 worst-error: 189.36753809410257 SearchModels iteration 25> population: 16, bsize: 64, queue: 62, observed: 1771, best-error: 188.254805798907 worst-error: 188.94572728149157 SearchModels iteration 26> population: 16, bsize: 64, queue: 57, observed: 1828, best-error: 188.254805798907 worst-error: 188.63071088754933 SearchModels iteration 27> population: 16, bsize: 64, queue: 59, observed: 1887, best-error: 187.66440571240207 worst-error: 188.35581345525281 SearchModels iteration 28> population: 16, bsize: 64, queue: 57, observed: 1944, best-error: 187.66440571240207 worst-error: 188.19455346832416 SearchModels iteration 29> population: 16, bsize: 64, queue: 60, observed: 2004, best-error: 187.46521818479758 worst-error: 187.9022382197421 SearchModels iteration 30> population: 16, bsize: 64, queue: 58, observed: 2062, best-error: 187.4461133802532 worst-error: 187.72462658731698 SearchModels iteration 31> population: 16, bsize: 64, queue: 59, observed: 2121, best-error: 187.16741343525035 worst-error: 187.5589000000182 SearchModels iteration 32> population: 16, bsize: 64, queue: 57, observed: 2178, best-error: 186.84097996674905 worst-error: 187.35893454694806 SearchModels iteration 33> population: 16, bsize: 64, queue: 61, observed: 2239, best-error: 186.6902463834159 worst-error: 187.16474504464912 SearchModels iteration 34> population: 16, bsize: 64, queue: 58, observed: 2297, best-error: 186.54256639893936 worst-error: 186.9748755966936 SearchModels iteration 35> population: 16, bsize: 64, queue: 58, observed: 2355, best-error: 186.48480423960035 worst-error: 186.80160228069377 SearchModels iteration 36> population: 16, bsize: 64, queue: 59, observed: 2414, best-error: 186.48114436161615 worst-error: 186.65931971644855 SearchModels iteration 37> population: 16, bsize: 64, queue: 60, observed: 2474, best-error: 186.27399031987719 worst-error: 186.52970445374385 SearchModels iteration 38> population: 16, bsize: 64, queue: 58, observed: 2532, best-error: 186.01238242237685 worst-error: 186.351493281672 SearchModels iteration 39> population: 16, bsize: 64, queue: 61, observed: 2593, best-error: 186.01238242237685 worst-error: 186.2100474105805 SearchModels iteration 40> population: 16, bsize: 64, queue: 59, observed: 2652, best-error: 185.77083620047426 worst-error: 186.10005618124916 SearchModels iteration 41> population: 16, bsize: 64, queue: 58, observed: 2710, best-error: 185.72935369376196 worst-error: 186.00814834798874 SearchModels iteration 42> population: 16, bsize: 64, queue: 60, observed: 2770, best-error: 185.72935369376196 worst-error: 185.891498722489 SearchModels iteration 43> population: 16, bsize: 64, queue: 60, observed: 2830, best-error: 185.68068713114775 worst-error: 185.7936746263217 SearchModels iteration 44> population: 16, bsize: 64, queue: 59, observed: 2889, best-error: 185.65704662605938 worst-error: 185.75332132384352 SearchModels iteration 45> population: 16, bsize: 64, queue: 58, observed: 2947, best-error: 185.54109005010446 worst-error: 185.6866050079404 SearchModels iteration 46> population: 16, bsize: 64, queue: 61, observed: 3008, best-error: 185.39399390039657 worst-error: 185.62201511256308 SearchModels iteration 47> population: 16, bsize: 64, queue: 62, observed: 3070, best-error: 185.1460494717665 worst-error: 185.54347359998923 SearchModels iteration 48> population: 16, bsize: 64, queue: 58, observed: 3128, best-error: 185.12909800033583 worst-error: 185.43661873414098 SearchModels iteration 49> population: 16, bsize: 64, queue: 60, observed: 3188, best-error: 184.91658209144586 worst-error: 185.27584582266732 SearchModels iteration 50> population: 16, bsize: 64, queue: 58, observed: 3246, best-error: 184.91658209144586 worst-error: 185.1460494717665 SearchModels iteration 51> population: 16, bsize: 64, queue: 58, observed: 3304, best-error: 184.84811038599645 worst-error: 185.02184882980615 SearchModels iteration 52> population: 16, bsize: 64, queue: 59, observed: 3363, best-error: 184.64257738783283 worst-error: 184.9372021972263 SearchModels iteration 53> population: 16, bsize: 64, queue: 62, observed: 3425, best-error: 184.64257738783283 worst-error: 184.8217334144265 SearchModels iteration 54> population: 16, bsize: 64, queue: 57, observed: 3482, best-error: 184.6256888572673 worst-error: 184.7319980917705 SearchModels iteration 55> population: 16, bsize: 64, queue: 58, observed: 3540, best-error: 184.4762102774605 worst-error: 184.6586956227013 SearchModels iteration 56> population: 16, bsize: 64, queue: 59, observed: 3599, best-error: 184.41772948056575 worst-error: 184.5474406810415 SearchModels iteration 57> population: 16, bsize: 64, queue: 58, observed: 3657, best-error: 184.2643494737421 worst-error: 184.46793675176858 SearchModels iteration 58> population: 16, bsize: 64, queue: 61, observed: 3718, best-error: 184.23167212622613 worst-error: 184.40135395219417 SearchModels iteration 59> population: 16, bsize: 64, queue: 60, observed: 3778, best-error: 184.18625359043654 worst-error: 184.28585612359572 SearchModels iteration 60> population: 16, bsize: 64, queue: 60, observed: 3838, best-error: 184.03847375944403 worst-error: 184.21318243413006 SearchModels iteration 61> population: 16, bsize: 64, queue: 61, observed: 3899, best-error: 183.90743704405506 worst-error: 184.1197645659903 SearchModels iteration 62> population: 16, bsize: 64, queue: 59, observed: 3958, best-error: 183.90282768242128 worst-error: 184.0585508724005 SearchModels iteration 63> population: 16, bsize: 64, queue: 59, observed: 4017, best-error: 183.8940552895301 worst-error: 183.96878269485515 SearchModels iteration 64> population: 16, bsize: 64, queue: 61, observed: 4078, best-error: 183.77218263232834 worst-error: 183.91091871720926 SearchModels iteration 65> population: 16, bsize: 64, queue: 58, observed: 4136, best-error: 183.77218263232834 worst-error: 183.8954556542191 SearchModels iteration 66> population: 16, bsize: 64, queue: 58, observed: 4194, best-error: 183.75130838637313 worst-error: 183.83355315434346 SearchModels iteration 67> population: 16, bsize: 64, queue: 62, observed: 4256, best-error: 183.74459632462023 worst-error: 183.78771440703397 SearchModels iteration 68> population: 16, bsize: 64, queue: 60, observed: 4316, best-error: 183.663213124079 worst-error: 183.75345976957482 SearchModels iteration 69> population: 16, bsize: 64, queue: 57, observed: 4373, best-error: 183.62465507338797 worst-error: 183.7109064781835 SearchModels iteration 70> population: 16, bsize: 64, queue: 60, observed: 4433, best-error: 183.55044002333136 worst-error: 183.64013930511933 SearchModels iteration 71> population: 16, bsize: 64, queue: 57, observed: 4490, best-error: 183.4853300100728 worst-error: 183.5868975878369 SearchModels iteration 72> population: 16, bsize: 64, queue: 60, observed: 4550, best-error: 183.44090894960274 worst-error: 183.55157172283657 SearchModels iteration 73> population: 16, bsize: 64, queue: 57, observed: 4607, best-error: 183.38436506046096 worst-error: 183.49856875073314 SearchModels iteration 74> population: 16, bsize: 64, queue: 55, observed: 4662, best-error: 183.24826812224097 worst-error: 183.4348252221464 SearchModels iteration 75> population: 16, bsize: 64, queue: 58, observed: 4720, best-error: 183.24826812224097 worst-error: 183.39107944165988 SearchModels iteration 76> population: 16, bsize: 64, queue: 56, observed: 4776, best-error: 183.1778234426252 worst-error: 183.3134086687736 SearchModels iteration 77> population: 16, bsize: 64, queue: 57, observed: 4833, best-error: 183.17187749123977 worst-error: 183.24128014408754 SearchModels iteration 78> population: 16, bsize: 64, queue: 61, observed: 4894, best-error: 183.08311538176824 worst-error: 183.18377874773563 SearchModels iteration 79> population: 16, bsize: 64, queue: 60, observed: 4954, best-error: 183.05285522105322 worst-error: 183.1489963064874 SearchModels iteration 80> population: 16, bsize: 64, queue: 60, observed: 5014, best-error: 183.01492285153364 worst-error: 183.0846676138642 SearchModels iteration 81> population: 16, bsize: 64, queue: 54, observed: 5068, best-error: 182.94961880576884 worst-error: 183.0374470271711 SearchModels iteration 82> population: 16, bsize: 64, queue: 60, observed: 5128, best-error: 182.9391090931892 worst-error: 183.00219608313307 SearchModels iteration 83> population: 16, bsize: 64, queue: 63, observed: 5191, best-error: 182.89600573729047 worst-error: 182.95739842636115 SearchModels iteration 84> population: 16, bsize: 64, queue: 59, observed: 5250, best-error: 182.83889271705107 worst-error: 182.93392409576592 SearchModels iteration 85> population: 16, bsize: 64, queue: 61, observed: 5311, best-error: 182.78742479018265 worst-error: 182.87649107942826 SearchModels iteration 86> population: 16, bsize: 64, queue: 60, observed: 5371, best-error: 182.78304184833692 worst-error: 182.83807425917485 SearchModels iteration 87> population: 16, bsize: 64, queue: 63, observed: 5434, best-error: 182.73016517364778 worst-error: 182.80327219269478 SearchModels iteration 88> population: 16, bsize: 64, queue: 60, observed: 5494, best-error: 182.73016517364778 worst-error: 182.77783683624924 SearchModels iteration 89> population: 16, bsize: 64, queue: 57, observed: 5551, best-error: 182.67337627145582 worst-error: 182.74817598876726 SearchModels iteration 90> population: 16, bsize: 64, queue: 58, observed: 5609, best-error: 182.64696606635283 worst-error: 182.70659199758637 SearchModels iteration 91> population: 16, bsize: 64, queue: 61, observed: 5670, best-error: 182.61360596673345 worst-error: 182.67032923633633 SearchModels iteration 92> population: 16, bsize: 64, queue: 61, observed: 5731, best-error: 182.59122072978926 worst-error: 182.64696606635283 SearchModels iteration 93> population: 16, bsize: 64, queue: 59, observed: 5790, best-error: 182.5202013157274 worst-error: 182.618782584708 SearchModels iteration 94> population: 16, bsize: 64, queue: 60, observed: 5850, best-error: 182.5202013157274 worst-error: 182.5870710899828 SearchModels iteration 95> population: 16, bsize: 64, queue: 57, observed: 5907, best-error: 182.51787879165153 worst-error: 182.5633283284075 SearchModels iteration 96> population: 16, bsize: 64, queue: 61, observed: 5968, best-error: 182.51787879165153 worst-error: 182.53655000126287 SearchModels iteration 97> population: 16, bsize: 64, queue: 60, observed: 6028, best-error: 182.45533419717637 worst-error: 182.5178450395902 SearchModels iteration 98> population: 16, bsize: 64, queue: 59, observed: 6087, best-error: 182.44281015934922 worst-error: 182.4824251987831 SearchModels iteration 99> population: 16, bsize: 64, queue: 58, observed: 6145, best-error: 182.4048106890807 worst-error: 182.46031053205186 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.840257287215687, 0.36038479870589624, 0.5953056032223182, 0.03725823082163593, 0.5640952977126336] 1 => ([-0.5565785784510808, 0.04497022480570397, -0.3389527146547223, 0.04146480929546407, 0.5773830535276239] => 182.38952230742458) 2 => ([-0.5566627805805264, 0.04476222922986946, -0.34082126566817106, 0.041870364348565246, 0.5773830535276239] => 182.3930562309173) 3 => ([-0.5565785784510808, 0.04497022480570397, -0.3389527146547223, 0.04187945738841871, 0.5773830535276239] => 182.39459107268448) 4 => ([-0.5584885549521282, 0.045156454884925167, -0.34073294915659685, 0.04162095250087032, 0.5773830535276239] => 182.404444161196) 5 => ([-0.5573277680989901, 0.045667089652930946, -0.3376384174169724, 0.041762885874831374, 0.5773830535276239] => 182.4048106890807) 6 => ([-0.5600133083691663, 0.045098250328450135, -0.33884758096101186, 0.04163255892147088, 0.5773830535276239] => 182.42502830694525) 7 => ([-0.5600133083691663, 0.045098250328450135, -0.34223605677062197, 0.04163255892147088, 0.5773830535276239] => 182.43058029233177) 8 => ([-0.5607856946815861, 0.045007240062271664, -0.34116230708777284, 0.04161324509009408, 0.5773830535276239] => 182.43308917438873) 9 => ([-0.5610728398064263, 0.04514972476015396, -0.34100748962840505, 0.04164563902083075, 0.5773830535276239] => 182.435343377801) 10 => ([-0.5611613795303814, 0.045195517991596185, -0.3407004790687253, 0.04166174694630926, 0.5773830535276239] => 182.4354274427135) 11 => ([-0.561078836302379, 0.04503423756707706, -0.34059438571267214, 0.041548684108467474, 0.5773830535276239] => 182.43558319803836) 12 => ([-0.5608162116273285, 0.04503605731762124, -0.3411176029498264, 0.041493113365393824, 0.5773830535276239] => 182.43586519213974) 13 => ([-0.5608663360746866, 0.0447792052059621, -0.34143480191341824, 0.041592045935886925, 0.5773830535276239] => 182.43631440328514) 14 => ([-0.5594880590190655, 0.045101889829538507, -0.3432824912449305, 0.04152141743532359, 0.5773830535276239] => 182.43725690234942) 15 => ([-0.5609793962484313, 0.044969302885830814, -0.34149619113152496, 0.04158497704902846, 0.5773830535276239] => 182.43737909451644) 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: 167, observed: 1142, best-error: 1.6 worst-error: 7.200000000000001 SearchModels iteration 2> population: 16, bsize: 32, queue: 152, observed: 1294, best-error: 0.020000000000000035 worst-error: 2.500000000000001 SearchModels iteration 3> population: 16, bsize: 32, queue: 157, observed: 1451, best-error: 0.020000000000000035 worst-error: 0.798125 SearchModels iteration 4> population: 16, bsize: 32, queue: 158, observed: 1609, best-error: 0.008789062499999984 worst-error: 0.49999999999999994 SearchModels iteration 5> population: 16, bsize: 32, queue: 178, observed: 1787, best-error: 0.00015869140625001388 worst-error: 0.16558837890625017 SearchModels iteration 6> population: 16, bsize: 32, queue: 169, observed: 1956, best-error: 0.00015869140625001388 worst-error: 0.032499999999999994 SearchModels iteration 7> population: 16, bsize: 32, queue: 178, observed: 2134, best-error: 0.00015869140625001388 worst-error: 0.010624999999999891 SearchModels iteration 8> population: 16, bsize: 32, queue: 177, observed: 2311, best-error: 8.866310119628794e-5 worst-error: 0.003794097900390465 SearchModels iteration 9> population: 16, bsize: 32, queue: 180, observed: 2491, best-error: 2.442002296448305e-6 worst-error: 0.0009774786233897772 SearchModels iteration 10> population: 16, bsize: 32, queue: 184, observed: 2675, best-error: 2.442002296448305e-6 worst-error: 0.00015869140625001388 SearchModels iteration 11> population: 16, bsize: 32, queue: 167, observed: 2842, best-error: 0.0 worst-error: 3.433227539058857e-5 SearchModels iteration 12> population: 16, bsize: 32, queue: 166, observed: 3008, best-error: 0.0 worst-error: 4.7312096285017056e-6 SearchModels iteration 13> population: 16, bsize: 32, queue: 178, observed: 3186, best-error: 0.0 worst-error: 1.0378293609316912e-6 SearchModels iteration 14> population: 16, bsize: 32, queue: 161, observed: 3347, best-error: 0.0 worst-error: 1.4501697478207112e-7 SearchModels iteration 15> population: 16, bsize: 32, queue: 155, observed: 3502, best-error: 0.0 worst-error: 2.1457718162271196e-8 SearchModels> stop by convergence error=(0.9999633789062501, 0.9999328613281251) => 5.064757895121202e-9, iter=16 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0000000000000002, 1.0) => 1.9770826437101608e-29) 3 => ((0.9999633789062503, 0.9999267578125001) => 1.3411046872798141e-9) 4 => ((0.9999633789062501, 0.9999267578125001) => 1.341104687295958e-9) 5 => ((1.0000000000000002, 1.000006103515625) => 3.7252902978113928e-9) 6 => ((1.0000000000000002, 1.0000061035156251) => 3.7252902980824433e-9) 7 => ((0.9999877929687502, 0.999981689453125) => 3.87412001333463e-9) 8 => ((0.9999877929687502, 0.9999816894531252) => 3.874120013470152e-9) 9 => ((0.99998779296875, 0.999981689453125) => 3.874120013882139e-9) 10 => ((1.0000244140625, 1.000054931640625) => 4.320609185758215e-9) 11 => ((1.0000366210937504, 1.000079345703125) => 5.064757894340756e-9) 12 => ((0.9999633789062503, 0.9999328613281251) => 5.0647578945629575e-9) 13 => ((1.0000366210937504, 1.0000793457031252) => 5.064757894611746e-9) 14 => ((0.9999633789062502, 0.9999328613281251) => 5.06475789484208e-9) 15 => ((0.9999633789062501, 0.999932861328125) => 5.064757894985707e-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: 162, observed: 1124, best-error: 0.52 worst-error: 27.22 SearchModels iteration 2> population: 16, bsize: 32, queue: 177, observed: 1301, best-error: 0.49999999999999994 worst-error: 4.298124999999999 SearchModels iteration 3> population: 16, bsize: 32, queue: 169, observed: 1470, best-error: 0.30253906249999946 worst-error: 1.1944140625 SearchModels iteration 4> population: 16, bsize: 32, queue: 166, observed: 1636, best-error: 0.30253906249999946 worst-error: 0.6499999999999999 SearchModels iteration 5> population: 16, bsize: 32, queue: 176, observed: 1812, best-error: 0.22621337890624968 worst-error: 0.4427589416503907 SearchModels iteration 6> population: 16, bsize: 32, queue: 176, observed: 1988, best-error: 0.21004409790039072 worst-error: 0.3055885314941408 SearchModels iteration 7> population: 16, bsize: 32, queue: 177, observed: 2165, best-error: 0.20831069946289069 worst-error: 0.24941497862339015 SearchModels iteration 8> population: 16, bsize: 32, queue: 164, observed: 2329, best-error: 0.206964550614357 worst-error: 0.22621337890624968 SearchModels iteration 9> population: 16, bsize: 32, queue: 161, observed: 2490, best-error: 0.206964550614357 worst-error: 0.21271909773349762 SearchModels iteration 10> population: 16, bsize: 32, queue: 165, observed: 2655, best-error: 0.20258823696523923 worst-error: 0.20828688476467508 SearchModels iteration 11> population: 16, bsize: 32, queue: 151, observed: 2806, best-error: 0.198500184866134 worst-error: 0.20351246837526563 SearchModels iteration 12> population: 16, bsize: 32, queue: 167, observed: 2973, best-error: 0.198500184866134 worst-error: 0.20115384161472327 SearchModels iteration 13> population: 16, bsize: 32, queue: 164, observed: 3137, best-error: 0.19800599083537235 worst-error: 0.1991742064456048 SearchModels iteration 14> population: 16, bsize: 32, queue: 156, observed: 3293, best-error: 0.1972670884453691 worst-error: 0.1981682226457632 SearchModels iteration 15> population: 16, bsize: 32, queue: 125, observed: 3418, best-error: 0.19726089701289307 worst-error: 0.19750651583308348 SearchModels iteration 16> population: 16, bsize: 32, queue: 111, observed: 3529, best-error: 0.19726089701289307 worst-error: 0.19727066993946205 SearchModels iteration 17> population: 16, bsize: 32, queue: 105, observed: 3634, best-error: 0.19726089701289307 worst-error: 0.19726154633099208 SearchModels iteration 18> population: 16, bsize: 32, queue: 87, observed: 3721, best-error: 0.19726089496398339 worst-error: 0.19726094786310563 SearchModels> stop by convergence error=(0.555859375, 0.30898895263671877) => 0.19726090343901884, iter=19 (of 300) 1 => ((0.555859375, 0.30897979736328124) => 0.19726089477771888) 2 => ((0.555859375, 0.3089797973632813) => 0.19726089477771888) 3 => ((0.555859375, 0.30897827148437496) => 0.19726089496398339) 4 => ((0.555859375, 0.308978271484375) => 0.19726089496398339) 5 => ((0.555859375, 0.3089813232421875) => 0.19726089505711566) 6 => ((0.555859375, 0.30897674560546873) => 0.1972608956159092) 7 => ((0.555859375, 0.30898284912109375) => 0.1972608958021737) 8 => ((0.555859375, 0.3089752197265625) => 0.19726089673349628) 9 => ((0.555859375, 0.308984375) => 0.19726089701289307) 10 => ((0.555859375, 0.30897369384765627) => 0.19726089831674468) 11 => ((0.555859375, 0.30898590087890626) => 0.19726089868927368) 12 => ((0.555859375, 0.30897216796875004) => 0.19726090036565433) 13 => ((0.555859375, 0.30897216796875) => 0.19726090036565433) 14 => ((0.555859375, 0.3089874267578125) => 0.19726090083131562) 15 => ((0.555859375, 0.30898742675781254) => 0.19726090083131562) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 21.32s PkgEval succeeded after 64.83s