Package evaluation of SearchModels on Julia 1.13.0-DEV.771 (d887bd21ab*) started at 2025-06-22T14:14:06.748 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 7.7s ################################################################################ # 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 v4.16.0 [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 To see why use `status --outdated -m` Installation completed after 1.02s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 17.97s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_9bhclR/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_9bhclR/Manifest.toml` [34da2185] Compat v4.16.0 [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: 55, observed: 355, best-error: 73183.29900339182 worst-error: 863069.6319937576 SearchModels iteration 2> population: 16, bsize: 64, queue: 57, observed: 412, best-error: 1222.521599492767 worst-error: 108929.70703371064 SearchModels iteration 3> population: 16, bsize: 64, queue: 60, observed: 472, best-error: 321.1110262934812 worst-error: 9963.017811984364 SearchModels iteration 4> population: 16, bsize: 64, queue: 58, observed: 530, best-error: 249.8868925966369 worst-error: 1503.0610709196105 SearchModels iteration 5> population: 16, bsize: 64, queue: 59, observed: 589, best-error: 41.94672724578754 worst-error: 374.2447460266965 SearchModels iteration 6> population: 16, bsize: 64, queue: 59, observed: 648, best-error: 14.95265455616832 worst-error: 119.39820670516498 SearchModels iteration 7> population: 16, bsize: 64, queue: 59, observed: 707, best-error: 14.95265455616832 worst-error: 60.42725445646767 SearchModels iteration 8> population: 16, bsize: 64, queue: 60, observed: 767, best-error: 14.053907038595446 worst-error: 34.966567163839436 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 825, best-error: 11.213048833764399 worst-error: 23.083128809723824 SearchModels iteration 10> population: 16, bsize: 64, queue: 56, observed: 881, best-error: 10.860874967187893 worst-error: 17.06764704717691 SearchModels iteration 11> population: 16, bsize: 64, queue: 60, observed: 941, best-error: 10.860874967187893 worst-error: 13.516219682810332 SearchModels iteration 12> population: 16, bsize: 64, queue: 59, observed: 1000, best-error: 10.860874967187893 worst-error: 12.341057293194098 SearchModels iteration 13> population: 16, bsize: 64, queue: 59, observed: 1059, best-error: 10.811858746854393 worst-error: 11.288777992416376 SearchModels iteration 14> population: 16, bsize: 64, queue: 60, observed: 1119, best-error: 10.593811158228153 worst-error: 11.02209191985135 SearchModels iteration 15> population: 16, bsize: 64, queue: 57, observed: 1176, best-error: 10.593811158228153 worst-error: 10.842232540591677 SearchModels iteration 16> population: 16, bsize: 64, queue: 59, observed: 1235, best-error: 10.593811158228153 worst-error: 10.75536560361161 SearchModels iteration 17> population: 16, bsize: 64, queue: 59, observed: 1294, best-error: 10.524072358536861 worst-error: 10.7121319975677 SearchModels iteration 18> population: 16, bsize: 64, queue: 58, observed: 1352, best-error: 10.524072358536861 worst-error: 10.67872244665963 SearchModels iteration 19> population: 16, bsize: 64, queue: 58, observed: 1410, best-error: 10.524072358536861 worst-error: 10.63376618436561 SearchModels iteration 20> population: 16, bsize: 64, queue: 58, observed: 1468, best-error: 10.37193544218305 worst-error: 10.579892421424857 SearchModels iteration 21> population: 16, bsize: 64, queue: 62, observed: 1530, best-error: 10.353593675424593 worst-error: 10.53887306475213 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1588, best-error: 10.334480281514825 worst-error: 10.439478916115428 SearchModels iteration 23> population: 16, bsize: 64, queue: 57, observed: 1645, best-error: 10.334480281514825 worst-error: 10.386320929826486 SearchModels iteration 24> population: 16, bsize: 64, queue: 57, observed: 1702, best-error: 10.271153744603847 worst-error: 10.357438259178217 SearchModels iteration 25> population: 16, bsize: 64, queue: 56, observed: 1758, best-error: 10.271153744603847 worst-error: 10.344832868449387 SearchModels iteration 26> population: 16, bsize: 64, queue: 60, observed: 1818, best-error: 10.271153744603847 worst-error: 10.310998739596238 SearchModels iteration 27> population: 16, bsize: 64, queue: 57, observed: 1875, best-error: 10.235581897591636 worst-error: 10.293064680697421 SearchModels iteration 28> population: 16, bsize: 64, queue: 57, observed: 1932, best-error: 10.219000954696813 worst-error: 10.280722818379497 SearchModels iteration 29> population: 16, bsize: 64, queue: 57, observed: 1989, best-error: 10.169144336480405 worst-error: 10.26240434444143 SearchModels iteration 30> population: 16, bsize: 64, queue: 60, observed: 2049, best-error: 10.115851804011486 worst-error: 10.238004031761912 SearchModels iteration 31> population: 16, bsize: 64, queue: 62, observed: 2111, best-error: 10.087647544375464 worst-error: 10.20133366910963 SearchModels iteration 32> population: 16, bsize: 64, queue: 58, observed: 2169, best-error: 10.061866118472304 worst-error: 10.157501432170777 SearchModels iteration 33> population: 16, bsize: 64, queue: 56, observed: 2225, best-error: 10.061866118472304 worst-error: 10.123040994387766 SearchModels iteration 34> population: 16, bsize: 64, queue: 58, observed: 2283, best-error: 10.061866118472304 worst-error: 10.096147893419328 SearchModels iteration 35> population: 16, bsize: 64, queue: 59, observed: 2342, best-error: 9.967690487333954 worst-error: 10.08472212588179 SearchModels iteration 36> population: 16, bsize: 64, queue: 57, observed: 2399, best-error: 9.967690487333954 worst-error: 10.073626155683469 SearchModels iteration 37> population: 16, bsize: 64, queue: 55, observed: 2454, best-error: 9.960486731307665 worst-error: 10.058168454867815 SearchModels iteration 38> population: 16, bsize: 64, queue: 57, observed: 2511, best-error: 9.960486731307665 worst-error: 10.02671818313662 SearchModels iteration 39> population: 16, bsize: 64, queue: 55, observed: 2566, best-error: 9.957955131100729 worst-error: 9.998104810926636 SearchModels iteration 40> population: 16, bsize: 64, queue: 60, observed: 2626, best-error: 9.924942064497651 worst-error: 9.97577622434372 SearchModels iteration 41> population: 16, bsize: 64, queue: 57, observed: 2683, best-error: 9.924942064497651 worst-error: 9.969129472906028 SearchModels iteration 42> population: 16, bsize: 64, queue: 59, observed: 2742, best-error: 9.868148945246036 worst-error: 9.955181559611503 SearchModels iteration 43> population: 16, bsize: 64, queue: 56, observed: 2798, best-error: 9.868148945246036 worst-error: 9.942808098042317 SearchModels iteration 44> population: 16, bsize: 64, queue: 61, observed: 2859, best-error: 9.844608661569174 worst-error: 9.92405222786192 SearchModels iteration 45> population: 16, bsize: 64, queue: 57, observed: 2916, best-error: 9.836772598967308 worst-error: 9.900100386270209 SearchModels iteration 46> population: 16, bsize: 64, queue: 56, observed: 2972, best-error: 9.836772598967308 worst-error: 9.883675293751326 SearchModels iteration 47> population: 16, bsize: 64, queue: 57, observed: 3029, best-error: 9.836772598967308 worst-error: 9.863806489759515 SearchModels iteration 48> population: 16, bsize: 64, queue: 56, observed: 3085, best-error: 9.836772598967308 worst-error: 9.854065902938627 SearchModels iteration 49> population: 16, bsize: 64, queue: 57, observed: 3142, best-error: 9.802680736992544 worst-error: 9.848524385944582 SearchModels iteration 50> population: 16, bsize: 64, queue: 55, observed: 3197, best-error: 9.800516538785038 worst-error: 9.844608661569174 SearchModels iteration 51> population: 16, bsize: 64, queue: 61, observed: 3258, best-error: 9.752094339550851 worst-error: 9.823576533008056 SearchModels iteration 52> population: 16, bsize: 64, queue: 57, observed: 3315, best-error: 9.752094339550851 worst-error: 9.807054875689142 SearchModels iteration 53> population: 16, bsize: 64, queue: 59, observed: 3374, best-error: 9.752094339550851 worst-error: 9.78669081142466 SearchModels iteration 54> population: 16, bsize: 64, queue: 56, observed: 3430, best-error: 9.752094339550851 worst-error: 9.781550733615633 SearchModels iteration 55> population: 16, bsize: 64, queue: 61, observed: 3491, best-error: 9.713305994426774 worst-error: 9.773988008505352 SearchModels iteration 56> population: 16, bsize: 64, queue: 59, observed: 3550, best-error: 9.713305994426774 worst-error: 9.759120492968904 SearchModels iteration 57> population: 16, bsize: 64, queue: 57, observed: 3607, best-error: 9.70323146470929 worst-error: 9.739900610981374 SearchModels iteration 58> population: 16, bsize: 64, queue: 58, observed: 3665, best-error: 9.702051488826887 worst-error: 9.730009108896738 SearchModels iteration 59> population: 16, bsize: 64, queue: 57, observed: 3722, best-error: 9.698091476477753 worst-error: 9.71438605076459 SearchModels iteration 60> population: 16, bsize: 64, queue: 59, observed: 3781, best-error: 9.656187387079628 worst-error: 9.704544051874137 SearchModels iteration 61> population: 16, bsize: 64, queue: 58, observed: 3839, best-error: 9.656187387079628 worst-error: 9.690536051970154 SearchModels iteration 62> population: 16, bsize: 64, queue: 58, observed: 3897, best-error: 9.656187387079628 worst-error: 9.67973842011474 SearchModels iteration 63> population: 16, bsize: 64, queue: 59, observed: 3956, best-error: 9.656187387079628 worst-error: 9.674482175744748 SearchModels iteration 64> population: 16, bsize: 64, queue: 54, observed: 4010, best-error: 9.635430600399722 worst-error: 9.665735327907203 SearchModels iteration 65> population: 16, bsize: 64, queue: 60, observed: 4070, best-error: 9.635430600399722 worst-error: 9.661223698186474 SearchModels iteration 66> population: 16, bsize: 64, queue: 62, observed: 4132, best-error: 9.6295200805582 worst-error: 9.651288390460405 SearchModels iteration 67> population: 16, bsize: 64, queue: 60, observed: 4192, best-error: 9.6295200805582 worst-error: 9.645970094130561 SearchModels iteration 68> population: 16, bsize: 64, queue: 61, observed: 4253, best-error: 9.621968893356726 worst-error: 9.639841502078125 SearchModels iteration 69> population: 16, bsize: 64, queue: 57, observed: 4310, best-error: 9.590291398924743 worst-error: 9.635577147318376 SearchModels iteration 70> population: 16, bsize: 64, queue: 58, observed: 4368, best-error: 9.590291398924743 worst-error: 9.629552483961591 SearchModels iteration 71> population: 16, bsize: 64, queue: 59, observed: 4427, best-error: 9.562901739530826 worst-error: 9.612464941160203 SearchModels iteration 72> population: 16, bsize: 64, queue: 59, observed: 4486, best-error: 9.562901739530826 worst-error: 9.603140282178444 SearchModels iteration 73> population: 16, bsize: 64, queue: 58, observed: 4544, best-error: 9.540367551584213 worst-error: 9.588026704029529 SearchModels iteration 74> population: 16, bsize: 64, queue: 63, observed: 4607, best-error: 9.540367551584213 worst-error: 9.57630188657441 SearchModels iteration 75> population: 16, bsize: 64, queue: 57, observed: 4664, best-error: 9.540367551584213 worst-error: 9.560792623647888 SearchModels iteration 76> population: 16, bsize: 64, queue: 54, observed: 4718, best-error: 9.540367551584213 worst-error: 9.554850579957145 SearchModels iteration 77> population: 16, bsize: 64, queue: 54, observed: 4772, best-error: 9.51203949977083 worst-error: 9.547864966033647 SearchModels iteration 78> population: 16, bsize: 64, queue: 54, observed: 4826, best-error: 9.50499557846109 worst-error: 9.53187594861866 SearchModels iteration 79> population: 16, bsize: 64, queue: 57, observed: 4883, best-error: 9.489385386760796 worst-error: 9.52128037017325 SearchModels iteration 80> population: 16, bsize: 64, queue: 59, observed: 4942, best-error: 9.489385386760796 worst-error: 9.515111031897568 SearchModels iteration 81> population: 16, bsize: 64, queue: 59, observed: 5001, best-error: 9.489385386760796 worst-error: 9.504288186963356 SearchModels iteration 82> population: 16, bsize: 64, queue: 59, observed: 5060, best-error: 9.466677290104487 worst-error: 9.499311697422467 SearchModels iteration 83> population: 16, bsize: 64, queue: 57, observed: 5117, best-error: 9.466677290104487 worst-error: 9.49610479709409 SearchModels iteration 84> population: 16, bsize: 64, queue: 60, observed: 5177, best-error: 9.466677290104487 worst-error: 9.488227114938146 SearchModels iteration 85> population: 16, bsize: 64, queue: 59, observed: 5236, best-error: 9.464961566395989 worst-error: 9.481894741316983 SearchModels iteration 86> population: 16, bsize: 64, queue: 56, observed: 5292, best-error: 9.457457124429945 worst-error: 9.479351187284914 SearchModels iteration 87> population: 16, bsize: 64, queue: 58, observed: 5350, best-error: 9.457457124429945 worst-error: 9.472089891431505 SearchModels iteration 88> population: 16, bsize: 64, queue: 58, observed: 5408, best-error: 9.437664805666207 worst-error: 9.466677290104487 SearchModels iteration 89> population: 16, bsize: 64, queue: 57, observed: 5465, best-error: 9.437664805666207 worst-error: 9.461748321918241 SearchModels iteration 90> population: 16, bsize: 64, queue: 57, observed: 5522, best-error: 9.425666032413364 worst-error: 9.45460756878963 SearchModels iteration 91> population: 16, bsize: 64, queue: 59, observed: 5581, best-error: 9.425666032413364 worst-error: 9.440396048447472 SearchModels iteration 92> population: 16, bsize: 64, queue: 57, observed: 5638, best-error: 9.4026023303902 worst-error: 9.433503587738635 SearchModels iteration 93> population: 16, bsize: 64, queue: 57, observed: 5695, best-error: 9.4026023303902 worst-error: 9.425666032413364 SearchModels iteration 94> population: 16, bsize: 64, queue: 58, observed: 5753, best-error: 9.4026023303902 worst-error: 9.416368891237076 SearchModels iteration 95> population: 16, bsize: 64, queue: 56, observed: 5809, best-error: 9.390593835403772 worst-error: 9.413644399283346 SearchModels iteration 96> population: 16, bsize: 64, queue: 59, observed: 5868, best-error: 9.390593835403772 worst-error: 9.406353678129749 SearchModels iteration 97> population: 16, bsize: 64, queue: 56, observed: 5924, best-error: 9.390593835403772 worst-error: 9.399522001421943 SearchModels iteration 98> population: 16, bsize: 64, queue: 53, observed: 5977, best-error: 9.390593835403772 worst-error: 9.395903173560459 SearchModels iteration 99> population: 16, bsize: 64, queue: 61, observed: 6038, best-error: 9.365446301776862 worst-error: 9.394132405038583 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.1347085919369304, 0.8705943459130946, 0.7444267121329874, 0.8878160399101801, 0.30272434567232975] 1 => ([-0.7226557802342934, 0.2578980556634383, 0.5870061278947867, 0.8968640315746619, 0.305112024041051] => 9.36322177710628) 2 => ([-0.7240246349360498, 0.2582307796477832, 0.5870572474516733, 0.8968640315746854, 0.3051120240410641] => 9.365446301776862) 3 => ([-0.7277786445645087, 0.25763165115874465, 0.5871594868381602, 0.8968640315744377, 0.305112024040926] => 9.377998408948082) 4 => ([-0.7261769881846896, 0.25645708964334585, 0.5869550082015432, 0.8968640315747858, 0.30511202404112003] => 9.378486655500247) 5 => ([-0.7266509966265571, 0.2566291488679797, 0.5870284927409067, 0.896864031574629, 0.30511202404103266] => 9.379127034318481) 6 => ([-0.727576642440708, 0.2571415414527146, 0.5870955872581923, 0.896864031574553, 0.30511202404099025] => 9.379435132766227) 7 => ([-0.7269291565980871, 0.25669835769644506, 0.5870061278266083, 0.8968640315747356, 0.30511202404109206] => 9.379482406956347) 8 => ([-0.7298336782601242, 0.257743369439502, 0.5869550082015432, 0.8968640315747858, 0.30511202404112003] => 9.382296166782679) 9 => ([-0.7298823380366364, 0.2568006652969047, 0.5870061278947867, 0.8968640315746619, 0.305112024041051] => 9.3866604234367) 10 => ([-0.7295555182885942, 0.2563854437638391, 0.5869773731158416, 0.8968640315746792, 0.30511202404106064] => 9.387588402158126) 11 => ([-0.7298580081483803, 0.25654398950363133, 0.586980568048165, 0.8968640315747238, 0.3051120240410855] => 9.387675278204178) 12 => ([-0.7274798534669078, 0.2550388230238064, 0.5866994099398612, 0.896864031575184, 0.30511202404134197] => 9.38777602604995) 13 => ([-0.7304811641027451, 0.256897836348574, 0.5870444676331272, 0.8968640315746031, 0.3051120240410182] => 9.387869539319253) 14 => ([-0.7311043200571099, 0.25725168319351666, 0.5871083672180897, 0.8968640315744825, 0.305112024040951] => 9.388084305740085) 15 => ([-0.7315326541929675, 0.25703252266970616, 0.5872617262246471, 0.89686403157419, 0.30511202404078797] => 9.390593835403772) Test Summary: | Total Time SearchModels.jl | 0 6.1s ===== 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: 168, observed: 1143, best-error: 0.4999999999999982 worst-error: 13.700000000000014 SearchModels iteration 2> population: 16, bsize: 32, queue: 156, observed: 1299, best-error: 0.05000000000000044 worst-error: 2.9 SearchModels iteration 3> population: 16, bsize: 32, queue: 165, observed: 1464, best-error: 0.05000000000000044 worst-error: 1.64812500000001 SearchModels iteration 4> population: 16, bsize: 32, queue: 168, observed: 1632, best-error: 0.023010253906249806 worst-error: 0.20312499999999983 SearchModels iteration 5> population: 16, bsize: 32, queue: 180, observed: 1812, best-error: 0.01626235961914062 worst-error: 0.07254898071289095 SearchModels iteration 6> population: 16, bsize: 32, queue: 167, observed: 1979, best-error: 0.0 worst-error: 0.029741525650024428 SearchModels iteration 7> population: 16, bsize: 32, queue: 187, observed: 2166, best-error: 0.0 worst-error: 0.015374718308448783 SearchModels iteration 8> population: 16, bsize: 32, queue: 187, observed: 2353, best-error: 0.0 worst-error: 0.006230936087667846 SearchModels iteration 9> population: 16, bsize: 32, queue: 185, observed: 2538, best-error: 0.0 worst-error: 0.0017614841461181256 SearchModels iteration 10> population: 16, bsize: 32, queue: 173, observed: 2711, best-error: 0.0 worst-error: 0.0006849765777588264 SearchModels iteration 11> population: 16, bsize: 32, queue: 175, observed: 2886, best-error: 0.0 worst-error: 0.00025829918915405833 SearchModels iteration 12> population: 16, bsize: 32, queue: 173, observed: 3059, best-error: 0.0 worst-error: 0.00012792646884919666 SearchModels iteration 13> population: 16, bsize: 32, queue: 174, observed: 3233, best-error: 0.0 worst-error: 5.024261860853655e-5 SearchModels iteration 14> population: 16, bsize: 32, queue: 170, observed: 3403, best-error: 0.0 worst-error: 2.1754324251930616e-5 SearchModels iteration 15> population: 16, bsize: 32, queue: 166, observed: 3569, best-error: 0.0 worst-error: 7.493737075494863e-6 SearchModels iteration 16> population: 16, bsize: 32, queue: 171, observed: 3740, best-error: 0.0 worst-error: 3.118467558385699e-6 SearchModels iteration 17> population: 16, bsize: 32, queue: 169, observed: 3909, best-error: 0.0 worst-error: 9.528776541846539e-7 SearchModels iteration 18> population: 16, bsize: 32, queue: 168, observed: 4077, best-error: 0.0 worst-error: 3.3536215653433786e-7 SearchModels iteration 19> population: 16, bsize: 32, queue: 183, observed: 4260, best-error: 0.0 worst-error: 1.766099152724736e-7 SearchModels> stop by convergence error=(0.9997268676757813, 0.999462890625) => 8.284712724056763e-8, iter=20 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.9998779296875, 0.9997581481933594) => 1.5418231136276157e-8) 3 => ((0.9998687744140625, 0.9997444152832031) => 2.1911356308592434e-8) 4 => ((0.9998306274414063, 0.9996673583984375) => 3.237741780950159e-8) 5 => ((0.9998214721679688, 0.9996471405029297) => 3.360632193232386e-8) 6 => ((0.99981689453125, 0.9996368408203125) => 3.443858404003725e-8) 7 => ((0.9998184204101562, 0.9996444702148437) => 3.874171227038296e-8) 8 => ((0.9998336791992187, 0.9996791839599609) => 4.158165065267279e-8) 9 => ((0.999755859375, 0.9995162963867188) => 6.164590615757708e-8) 10 => ((0.9998016357421875, 0.9996200561523437) => 6.738895159446126e-8) 11 => ((0.99984130859375, 0.9997039794921875) => 7.071023876895428e-8) 12 => ((0.999761962890625, 0.9995361328125) => 7.142481354349876e-8) 13 => ((0.9997894287109375, 0.9995964050292969) => 7.497670388465241e-8) 14 => ((0.9997390747070313, 0.9994865417480469) => 7.501132560653254e-8) 15 => ((0.9997161865234375, 0.9994369506835937) => 8.257246829352948e-8) ===== 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: 1138, best-error: 0.02000000000000001 worst-error: 8.500000000000007 SearchModels iteration 2> population: 16, bsize: 32, queue: 164, observed: 1302, best-error: 0.02000000000000001 worst-error: 0.8200000000000001 SearchModels iteration 3> population: 16, bsize: 32, queue: 170, observed: 1472, best-error: 0.0 worst-error: 0.1981249999999995 SearchModels iteration 4> population: 16, bsize: 32, queue: 181, observed: 1653, best-error: 0.0 worst-error: 0.05347900390624826 SearchModels iteration 5> population: 16, bsize: 32, queue: 171, observed: 1824, best-error: 0.0 worst-error: 0.015624999999999889 SearchModels iteration 6> population: 16, bsize: 32, queue: 160, observed: 1984, best-error: 0.0 worst-error: 0.0038307189941411 SearchModels iteration 7> population: 16, bsize: 32, queue: 170, observed: 2154, best-error: 0.0 worst-error: 0.0010740756988525646 SearchModels iteration 8> population: 16, bsize: 32, queue: 169, observed: 2323, best-error: 0.0 worst-error: 0.0003278166055679869 SearchModels iteration 9> population: 16, bsize: 32, queue: 172, observed: 2495, best-error: 0.0 worst-error: 0.0001491314545273674 SearchModels iteration 10> population: 16, bsize: 32, queue: 175, observed: 2670, best-error: 0.0 worst-error: 6.634298944846366e-5 SearchModels iteration 11> population: 16, bsize: 32, queue: 173, observed: 2843, best-error: 0.0 worst-error: 2.324689659872159e-5 SearchModels iteration 12> population: 16, bsize: 32, queue: 179, observed: 3022, best-error: 0.0 worst-error: 9.775161743164107e-6 SearchModels iteration 13> population: 16, bsize: 32, queue: 178, observed: 3200, best-error: 0.0 worst-error: 3.8181114092598935e-6 SearchModels iteration 14> population: 16, bsize: 32, queue: 178, observed: 3378, best-error: 0.0 worst-error: 2.186490802988571e-6 SearchModels iteration 15> population: 16, bsize: 32, queue: 183, observed: 3561, best-error: 0.0 worst-error: 7.875067634116861e-7 SearchModels iteration 16> population: 16, bsize: 32, queue: 178, observed: 3739, best-error: 0.0 worst-error: 3.733835649562665e-7 SearchModels iteration 17> population: 16, bsize: 32, queue: 183, observed: 3922, best-error: 0.0 worst-error: 1.2708614684963138e-7 SearchModels> stop by convergence error=(0.99979248046875, 0.9995925903320313) => 4.881959640321516e-8, iter=18 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.9998641967773437, 0.9997344970703125) => 2.214532675890435e-8) 3 => ((0.9998580932617187, 0.9997207641601562) => 2.221460226222562e-8) 4 => ((0.999859619140625, 0.999725341796875) => 2.340805867812101e-8) 5 => ((0.9998764038085938, 0.9997421264648437) => 2.6717376501272984e-8) 6 => ((0.999835205078125, 0.999676513671875) => 3.084957924483827e-8) 7 => ((0.9998275756835937, 0.9996597290039062) => 3.179849030866378e-8) 8 => ((0.9998199462890625, 0.9996429443359375) => 3.33309793043162e-8) 9 => ((0.9998306274414062, 0.9996688842773438) => 3.4464139005819465e-8) 10 => ((0.9998229980468749, 0.999652099609375) => 3.501683561148286e-8) 11 => ((0.9998260498046875, 0.9996612548828125) => 3.858525989929992e-8) 12 => ((0.9998184204101562, 0.9996444702148437) => 3.874171227038296e-8) 13 => ((0.99981689453125, 0.9996429443359375) => 4.184823737536759e-8) 14 => ((0.9997909545898438, 0.9995864868164062) => 4.57556417391213e-8) 15 => ((0.99981689453125, 0.99964599609375) => 4.8347031767034685e-8) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 19.93s PkgEval succeeded after 59.48s