Package evaluation of SearchModels on Julia 1.13.0-DEV.1099 (5c93bf20fd*) started at 2025-09-09T14:04:17.163 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.91s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 1.08s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 22.54s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_eI1Ah4/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_eI1Ah4/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: 56, observed: 356, best-error: 134039.1853105731 worst-error: 188557.19226525104 SearchModels iteration 2> population: 16, bsize: 64, queue: 50, observed: 406, best-error: 60388.48746841829 worst-error: 153758.60025764274 SearchModels iteration 3> population: 16, bsize: 64, queue: 54, observed: 460, best-error: 40313.00062478678 worst-error: 113587.29360262358 SearchModels iteration 4> population: 16, bsize: 64, queue: 60, observed: 520, best-error: 40313.00062478678 worst-error: 71069.61826247767 SearchModels iteration 5> population: 16, bsize: 64, queue: 58, observed: 578, best-error: 32288.94989923256 worst-error: 53868.94253953869 SearchModels iteration 6> population: 16, bsize: 64, queue: 60, observed: 638, best-error: 32147.338044604214 worst-error: 40241.50301220039 SearchModels iteration 7> population: 16, bsize: 64, queue: 62, observed: 700, best-error: 28440.16499841316 worst-error: 34523.26591844235 SearchModels iteration 8> population: 16, bsize: 64, queue: 61, observed: 761, best-error: 28440.16499841316 worst-error: 31145.304190777566 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 819, best-error: 26475.174101348413 worst-error: 28899.993842009222 SearchModels iteration 10> population: 16, bsize: 64, queue: 57, observed: 876, best-error: 25337.99503616807 worst-error: 27436.394004032445 SearchModels iteration 11> population: 16, bsize: 64, queue: 57, observed: 933, best-error: 23832.43887114333 worst-error: 26003.303650256952 SearchModels iteration 12> population: 16, bsize: 64, queue: 58, observed: 991, best-error: 22583.148308977135 worst-error: 24845.626840230834 SearchModels iteration 13> population: 16, bsize: 64, queue: 59, observed: 1050, best-error: 21264.025431990594 worst-error: 23791.72807102784 SearchModels iteration 14> population: 16, bsize: 64, queue: 57, observed: 1107, best-error: 21264.025431990594 worst-error: 22636.11897690736 SearchModels iteration 15> population: 16, bsize: 64, queue: 60, observed: 1167, best-error: 20564.915674307016 worst-error: 21718.68657675886 SearchModels iteration 16> population: 16, bsize: 64, queue: 58, observed: 1225, best-error: 19686.103840412765 worst-error: 21264.025431990594 SearchModels iteration 17> population: 16, bsize: 64, queue: 61, observed: 1286, best-error: 19113.8708765898 worst-error: 20515.256203498324 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1345, best-error: 19110.309465843005 worst-error: 19810.891690989585 SearchModels iteration 19> population: 16, bsize: 64, queue: 57, observed: 1402, best-error: 18557.513784454557 worst-error: 19287.46831600914 SearchModels iteration 20> population: 16, bsize: 64, queue: 60, observed: 1462, best-error: 18557.513784454557 worst-error: 19008.70583335729 SearchModels iteration 21> population: 16, bsize: 64, queue: 58, observed: 1520, best-error: 18110.660488141428 worst-error: 18682.94487589685 SearchModels iteration 22> population: 16, bsize: 64, queue: 62, observed: 1582, best-error: 17742.698185956797 worst-error: 18316.28849122711 SearchModels iteration 23> population: 16, bsize: 64, queue: 61, observed: 1643, best-error: 17259.5660944414 worst-error: 17995.11787361876 SearchModels iteration 24> population: 16, bsize: 64, queue: 60, observed: 1703, best-error: 17259.5660944414 worst-error: 17689.3975172306 SearchModels iteration 25> population: 16, bsize: 64, queue: 59, observed: 1762, best-error: 16968.327302435922 worst-error: 17341.652236380083 SearchModels iteration 26> population: 16, bsize: 64, queue: 61, observed: 1823, best-error: 16675.14188954401 worst-error: 17131.414003289723 SearchModels iteration 27> population: 16, bsize: 64, queue: 61, observed: 1884, best-error: 16379.327555159953 worst-error: 16934.163843895712 SearchModels iteration 28> population: 16, bsize: 64, queue: 60, observed: 1944, best-error: 16379.327555159953 worst-error: 16644.248131529133 SearchModels iteration 29> population: 16, bsize: 64, queue: 57, observed: 2001, best-error: 16282.410147623694 worst-error: 16499.41994222137 SearchModels iteration 30> population: 16, bsize: 64, queue: 55, observed: 2056, best-error: 16145.88713025794 worst-error: 16379.327555159953 SearchModels iteration 31> population: 16, bsize: 64, queue: 57, observed: 2113, best-error: 15907.026468732845 worst-error: 16259.112035203025 SearchModels iteration 32> population: 16, bsize: 64, queue: 60, observed: 2173, best-error: 15846.939022634882 worst-error: 16096.671117644997 SearchModels iteration 33> population: 16, bsize: 64, queue: 56, observed: 2229, best-error: 15691.81516361273 worst-error: 15922.61134566631 SearchModels iteration 34> population: 16, bsize: 64, queue: 56, observed: 2285, best-error: 15609.799114554324 worst-error: 15757.963931963279 SearchModels iteration 35> population: 16, bsize: 64, queue: 58, observed: 2343, best-error: 15385.755099447424 worst-error: 15629.2017505769 SearchModels iteration 36> population: 16, bsize: 64, queue: 61, observed: 2404, best-error: 15228.398425742127 worst-error: 15503.832383106454 SearchModels iteration 37> population: 16, bsize: 64, queue: 59, observed: 2463, best-error: 15095.609502994423 worst-error: 15391.90561307891 SearchModels iteration 38> population: 16, bsize: 64, queue: 59, observed: 2522, best-error: 14981.140514219574 worst-error: 15249.350132819874 SearchModels iteration 39> population: 16, bsize: 64, queue: 60, observed: 2582, best-error: 14828.309752946076 worst-error: 15095.694383198183 SearchModels iteration 40> population: 16, bsize: 64, queue: 59, observed: 2641, best-error: 14828.309752946076 worst-error: 15000.739383143517 SearchModels iteration 41> population: 16, bsize: 64, queue: 59, observed: 2700, best-error: 14780.130998983139 worst-error: 14920.308085517121 SearchModels iteration 42> population: 16, bsize: 64, queue: 61, observed: 2761, best-error: 14705.312677414662 worst-error: 14831.05025183247 SearchModels iteration 43> population: 16, bsize: 64, queue: 60, observed: 2821, best-error: 14634.413139429782 worst-error: 14757.09391658399 SearchModels iteration 44> population: 16, bsize: 64, queue: 59, observed: 2880, best-error: 14557.870413252864 worst-error: 14676.8502741903 SearchModels iteration 45> population: 16, bsize: 64, queue: 56, observed: 2936, best-error: 14447.755715642694 worst-error: 14599.374312764847 SearchModels iteration 46> population: 16, bsize: 64, queue: 56, observed: 2992, best-error: 14432.625918510395 worst-error: 14516.54691364026 SearchModels iteration 47> population: 16, bsize: 64, queue: 54, observed: 3046, best-error: 14342.685935608923 worst-error: 14459.604272701052 SearchModels iteration 48> population: 16, bsize: 64, queue: 56, observed: 3102, best-error: 14257.98747785161 worst-error: 14370.575636446754 SearchModels iteration 49> population: 16, bsize: 64, queue: 59, observed: 3161, best-error: 14216.159811589716 worst-error: 14309.459153454136 SearchModels iteration 50> population: 16, bsize: 64, queue: 57, observed: 3218, best-error: 14105.82438620839 worst-error: 14245.121317304389 SearchModels iteration 51> population: 16, bsize: 64, queue: 60, observed: 3278, best-error: 14056.806053085624 worst-error: 14162.578034303584 SearchModels iteration 52> population: 16, bsize: 64, queue: 59, observed: 3337, best-error: 14050.963904693137 worst-error: 14091.45850305135 SearchModels iteration 53> population: 16, bsize: 64, queue: 60, observed: 3397, best-error: 13988.863935503954 worst-error: 14067.548567363767 SearchModels iteration 54> population: 16, bsize: 64, queue: 59, observed: 3456, best-error: 13893.704666773969 worst-error: 14026.752114607272 SearchModels iteration 55> population: 16, bsize: 64, queue: 56, observed: 3512, best-error: 13826.92157551842 worst-error: 13956.411632537904 SearchModels iteration 56> population: 16, bsize: 64, queue: 58, observed: 3570, best-error: 13773.566134951476 worst-error: 13879.37408312663 SearchModels iteration 57> population: 16, bsize: 64, queue: 61, observed: 3631, best-error: 13769.036420749804 worst-error: 13833.247417500117 SearchModels iteration 58> population: 16, bsize: 64, queue: 58, observed: 3689, best-error: 13706.267101073056 worst-error: 13781.486441291101 SearchModels iteration 59> population: 16, bsize: 64, queue: 58, observed: 3747, best-error: 13674.395782001755 worst-error: 13734.314129603148 SearchModels iteration 60> population: 16, bsize: 64, queue: 57, observed: 3804, best-error: 13615.551652459224 worst-error: 13690.884032854723 SearchModels iteration 61> population: 16, bsize: 64, queue: 57, observed: 3861, best-error: 13574.751609997546 worst-error: 13638.24844292488 SearchModels iteration 62> population: 16, bsize: 64, queue: 61, observed: 3922, best-error: 13574.251149347443 worst-error: 13620.736887615036 SearchModels iteration 63> population: 16, bsize: 64, queue: 60, observed: 3982, best-error: 13512.572373574923 worst-error: 13586.603374820117 SearchModels iteration 64> population: 16, bsize: 64, queue: 59, observed: 4041, best-error: 13475.03708082301 worst-error: 13535.788930631652 SearchModels iteration 65> population: 16, bsize: 64, queue: 60, observed: 4101, best-error: 13455.168791997003 worst-error: 13507.701608919515 SearchModels iteration 66> population: 16, bsize: 64, queue: 58, observed: 4159, best-error: 13432.324628331033 worst-error: 13471.90473109727 SearchModels iteration 67> population: 16, bsize: 64, queue: 61, observed: 4220, best-error: 13376.555544498045 worst-error: 13444.138520905133 SearchModels iteration 68> population: 16, bsize: 64, queue: 57, observed: 4277, best-error: 13358.07472450834 worst-error: 13404.36687708238 SearchModels iteration 69> population: 16, bsize: 64, queue: 62, observed: 4339, best-error: 13330.615417358345 worst-error: 13366.931683028564 SearchModels iteration 70> population: 16, bsize: 64, queue: 57, observed: 4396, best-error: 13286.715095779955 worst-error: 13345.055441273122 SearchModels iteration 71> population: 16, bsize: 64, queue: 60, observed: 4456, best-error: 13233.009391214742 worst-error: 13292.88644908284 SearchModels iteration 72> population: 16, bsize: 64, queue: 58, observed: 4514, best-error: 13222.29148510516 worst-error: 13255.398142793032 SearchModels iteration 73> population: 16, bsize: 64, queue: 59, observed: 4573, best-error: 13179.306968260338 worst-error: 13234.182663133886 SearchModels iteration 74> population: 16, bsize: 64, queue: 57, observed: 4630, best-error: 13132.424390974398 worst-error: 13191.73251312603 SearchModels iteration 75> population: 16, bsize: 64, queue: 62, observed: 4692, best-error: 13077.491107791417 worst-error: 13163.717590670101 SearchModels iteration 76> population: 16, bsize: 64, queue: 58, observed: 4750, best-error: 13032.745199564377 worst-error: 13118.167153732658 SearchModels iteration 77> population: 16, bsize: 64, queue: 58, observed: 4808, best-error: 13026.034931223254 worst-error: 13070.229292071705 SearchModels iteration 78> population: 16, bsize: 64, queue: 60, observed: 4868, best-error: 12983.072752394757 worst-error: 13037.583463379402 SearchModels iteration 79> population: 16, bsize: 64, queue: 59, observed: 4927, best-error: 12977.676400797569 worst-error: 13001.126854763588 SearchModels iteration 80> population: 16, bsize: 64, queue: 59, observed: 4986, best-error: 12950.67818858637 worst-error: 12982.54774892668 SearchModels iteration 81> population: 16, bsize: 64, queue: 59, observed: 5045, best-error: 12919.240107824424 worst-error: 12967.842789701468 SearchModels iteration 82> population: 16, bsize: 64, queue: 59, observed: 5104, best-error: 12889.454377620363 worst-error: 12939.370745814209 SearchModels iteration 83> population: 16, bsize: 64, queue: 58, observed: 5162, best-error: 12844.799059408455 worst-error: 12904.733468902905 SearchModels iteration 84> population: 16, bsize: 64, queue: 58, observed: 5220, best-error: 12819.190984194905 worst-error: 12870.466610755135 SearchModels iteration 85> population: 16, bsize: 64, queue: 60, observed: 5280, best-error: 12778.037362595845 worst-error: 12838.06402256227 SearchModels iteration 86> population: 16, bsize: 64, queue: 58, observed: 5338, best-error: 12778.037362595845 worst-error: 12814.260365833463 SearchModels iteration 87> population: 16, bsize: 64, queue: 60, observed: 5398, best-error: 12747.934174287539 worst-error: 12790.387484982957 SearchModels iteration 88> population: 16, bsize: 64, queue: 60, observed: 5458, best-error: 12731.055302037046 worst-error: 12771.48743459905 SearchModels iteration 89> population: 16, bsize: 64, queue: 63, observed: 5521, best-error: 12715.529533319717 worst-error: 12753.927134004094 SearchModels iteration 90> population: 16, bsize: 64, queue: 58, observed: 5579, best-error: 12682.514126510494 worst-error: 12731.055302037046 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5637, best-error: 12677.211489144047 worst-error: 12705.9536946924 SearchModels iteration 92> population: 16, bsize: 64, queue: 60, observed: 5697, best-error: 12651.608153173034 worst-error: 12686.473523946848 SearchModels iteration 93> population: 16, bsize: 64, queue: 57, observed: 5754, best-error: 12608.9241548323 worst-error: 12663.220098694586 SearchModels iteration 94> population: 16, bsize: 64, queue: 60, observed: 5814, best-error: 12588.350239060597 worst-error: 12644.227284366165 SearchModels iteration 95> population: 16, bsize: 64, queue: 56, observed: 5870, best-error: 12557.865377012282 worst-error: 12614.94063315765 SearchModels iteration 96> population: 16, bsize: 64, queue: 61, observed: 5931, best-error: 12530.05272027893 worst-error: 12592.955447866148 SearchModels iteration 97> population: 16, bsize: 64, queue: 58, observed: 5989, best-error: 12507.834640670384 worst-error: 12553.955380149271 SearchModels iteration 98> population: 16, bsize: 64, queue: 58, observed: 6047, best-error: 12499.148220082992 worst-error: 12530.05272027893 SearchModels iteration 99> population: 16, bsize: 64, queue: 59, observed: 6106, best-error: 12465.210545974316 worst-error: 12510.163074165295 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.5940972547417571, 0.03703865061997902, 0.7978457827669914, 0.25061226064085296, 0.13154450689039] 1 => ([-0.9979801640050963, -0.4117959439996988, 1.6376154953260142, -0.03281812512717668, 0.12075900139259033] => 12448.607105484107) 2 => ([-0.9979801640050963, -0.4076372167612458, 1.670698636645732, -0.03281484331466396, 0.12074692549245106] => 12450.400075120657) 3 => ([-0.9929352298785734, -0.4035600251197049, 1.662266934666479, -0.03298891261754251, 0.12075848801603] => 12458.25717501151) 4 => ([-1.0079599656451472, -0.40360120471410477, 1.670698636645732, -0.03281484331466396, 0.11955141137866442] => 12461.133187583659) 5 => ([-1.0080607717223196, -0.4076372167612458, 1.6875743804502343, -0.03281484331466396, 0.11955141137866442] => 12465.210545974316) 6 => ([-0.9980799720022966, -0.4076372167612458, 1.7044501242547367, -0.03281484331466396, 0.11955141137866442] => 12465.751803573168) 7 => ([-0.9979801640050963, -0.4076372167612458, 1.670698636645732, -0.03281484331466396, 0.11955141137866442] => 12465.987256302293) 8 => ([-1.003020467863708, -0.4117755601004708, 1.6707830153647545, -0.0329805748465562, 0.12015520638562738] => 12472.991433129022) 9 => ([-1.0004223730912276, -0.4076164210660739, 1.6664827856561053, -0.03306682252919095, 0.1201549496973472] => 12475.036617269274) 10 => ([-1.0029669152979892, -0.4096751948881004, 1.6619249544879773, -0.03315124218414971, 0.12076490587785059] => 12479.163088865576) 11 => ([-0.9880090309727455, -0.4203814111193916, 1.7053526034982704, -0.032832091771039455, 0.12081142150198115] => 12479.911168530167) 12 => ([-0.978226763339352, -0.4203814111193916, 1.7053526034982704, -0.032832091771039455, 0.11961526881384273] => 12481.573027003647) 13 => ([-1.0004746000983888, -0.4076058110175167, 1.6708291466593717, -0.03314968865460951, 0.120164511663191] => 12482.377746955779) 14 => ([-0.9877966929438198, -0.4075952009689596, 1.6708744256436956, -0.03314968865460951, 0.12016765576721422] => 12482.446741893704) 15 => ([-0.9979801640050963, -0.4200730424740928, 1.6539916502792744, -0.03281812512717668, 0.11956336771543596] => 12482.483913805858) Test Summary: | Total Time SearchModels.jl | 0 5.9s ===== 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: 166, observed: 1135, best-error: 0.4999999999999982 worst-error: 24.02 SearchModels iteration 2> population: 16, bsize: 32, queue: 155, observed: 1290, best-error: 0.0031249999999999776 worst-error: 3.098125000000011 SearchModels iteration 3> population: 16, bsize: 32, queue: 160, observed: 1450, best-error: 0.0031249999999999776 worst-error: 0.25000000000000044 SearchModels iteration 4> population: 16, bsize: 32, queue: 162, observed: 1612, best-error: 0.0031249999999999776 worst-error: 0.05066406250000008 SearchModels iteration 5> population: 16, bsize: 32, queue: 163, observed: 1775, best-error: 0.0031249999999999776 worst-error: 0.013828277587890472 SearchModels iteration 6> population: 16, bsize: 32, queue: 166, observed: 1941, best-error: 0.0031249999999999776 worst-error: 0.00762803077697753 SearchModels iteration 7> population: 16, bsize: 32, queue: 173, observed: 2114, best-error: 0.0022833347320556723 worst-error: 0.005188913345336955 SearchModels iteration 8> population: 16, bsize: 32, queue: 176, observed: 2290, best-error: 0.0022833347320556723 worst-error: 0.003484547771513447 SearchModels iteration 9> population: 16, bsize: 32, queue: 188, observed: 2478, best-error: 0.0022833347320556723 worst-error: 0.002980353350285434 SearchModels iteration 10> population: 16, bsize: 32, queue: 164, observed: 2642, best-error: 0.0022375583648681753 worst-error: 0.0026002264046109708 SearchModels iteration 11> population: 16, bsize: 32, queue: 172, observed: 2814, best-error: 0.0022375583648681753 worst-error: 0.0023970206595549455 SearchModels iteration 12> population: 16, bsize: 32, queue: 162, observed: 2976, best-error: 0.0022261142730712843 worst-error: 0.0022994088374343746 SearchModels iteration 13> population: 16, bsize: 32, queue: 163, observed: 3139, best-error: 0.002217256194126095 worst-error: 0.00225378031699677 SearchModels iteration 14> population: 16, bsize: 32, queue: 168, observed: 3307, best-error: 0.0022018477435636857 worst-error: 0.0022298548793156614 SearchModels iteration 15> population: 16, bsize: 32, queue: 170, observed: 3477, best-error: 0.0022018477435636857 worst-error: 0.00221569681678929 SearchModels iteration 16> population: 16, bsize: 32, queue: 140, observed: 3617, best-error: 0.0022018477435636857 worst-error: 0.002207571509070468 SearchModels iteration 17> population: 16, bsize: 32, queue: 148, observed: 3765, best-error: 0.0022018477435636857 worst-error: 0.002204288800879247 SearchModels iteration 18> population: 16, bsize: 32, queue: 139, observed: 3904, best-error: 0.0022018477435636857 worst-error: 0.002203020851028692 SearchModels iteration 19> population: 16, bsize: 32, queue: 102, observed: 4006, best-error: 0.0022018477435636857 worst-error: 0.002202253204230373 SearchModels iteration 20> population: 16, bsize: 32, queue: 96, observed: 4102, best-error: 0.0022018477435636857 worst-error: 0.002202009131943325 SearchModels iteration 21> population: 16, bsize: 32, queue: 86, observed: 4188, best-error: 0.0022018477435636857 worst-error: 0.0022019090220425108 SearchModels> stop by convergence error=(1.046923828125, 1.0960666656494138) => 0.0022018751053479897, iter=22 (of 300) 1 => ((1.046923828125, 1.0960525512695312) => 0.0022018465757724886) 2 => ((1.046923828125, 1.0960536956787108) => 0.0022018474046859595) 3 => ((1.046923828125, 1.096044921875) => 0.0022018477435636857) 4 => ((1.046923828125, 1.0960567474365233) => 0.002201850895690423) 5 => ((1.046923828125, 1.09605712890625) => 0.002201851463033218) 6 => ((1.046923828125, 1.096058654785156) => 0.0022018540234427023) 7 => ((1.046923828125, 1.096059226989746) => 0.00220185510364956) 8 => ((1.046923828125, 1.0960596084594725) => 0.0022018558601672525) 9 => ((1.046923828125, 1.096059799194336) => 0.0022018562493400355) 10 => ((1.046923828125, 1.0960601806640624) => 0.0022018570495134743) 11 => ((1.046923828125, 1.0960624694824217) => 0.0022018624617345453) 12 => ((1.046923828125, 1.096063995361328) => 0.0022018666519585356) 13 => ((1.046923828125, 1.0960655212402344) => 0.002201871307843813) 14 => ((1.046923828125, 1.0960659027099608) => 0.0022018725445747084) 15 => ((1.046923828125, 1.0960662841796873) => 0.002201873810409434) ===== 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: 1144, best-error: 0.8200000000000001 worst-error: 21.319999999999975 SearchModels iteration 2> population: 16, bsize: 32, queue: 163, observed: 1307, best-error: 0.0 worst-error: 4.5200000000000005 SearchModels iteration 3> population: 16, bsize: 32, queue: 167, observed: 1474, best-error: 0.0 worst-error: 0.6556640625000009 SearchModels iteration 4> population: 16, bsize: 32, queue: 161, observed: 1635, best-error: 0.0 worst-error: 0.049999999999999774 SearchModels iteration 5> population: 16, bsize: 32, queue: 170, observed: 1805, best-error: 0.0 worst-error: 0.011880035400390735 SearchModels iteration 6> population: 16, bsize: 32, queue: 170, observed: 1975, best-error: 0.0 worst-error: 0.0031249999999999776 SearchModels iteration 7> population: 16, bsize: 32, queue: 174, observed: 2149, best-error: 0.0 worst-error: 0.0003639221191406198 SearchModels iteration 8> population: 16, bsize: 32, queue: 175, observed: 2324, best-error: 0.0 worst-error: 8.866310119629002e-5 SearchModels iteration 9> population: 16, bsize: 32, queue: 166, observed: 2490, best-error: 0.0 worst-error: 1.5282072126865577e-5 SearchModels iteration 10> population: 16, bsize: 32, queue: 156, observed: 2646, best-error: 0.0 worst-error: 1.373479608446449e-6 SearchModels iteration 11> population: 16, bsize: 32, queue: 152, observed: 2798, best-error: 0.0 worst-error: 8.583142516730943e-8 SearchModels> stop by convergence error=(0.9999023437499999, 0.9998046874999998) => 9.536752259035344e-9, iter=12 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.9999999999999999, 0.9999999999999999) => 1.2449211160519093e-30) 3 => ((0.9999999999999999, 1.0) => 4.942706609275402e-30) 4 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 5 => ((0.999951171875, 0.9999023437500001) => 2.3841863594454512e-9) 6 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) 7 => ((0.999951171875, 0.9999023437499999) => 2.384186359445557e-9) 8 => ((0.9999511718749999, 0.99990234375) => 2.3841863594562406e-9) 9 => ((0.9999511718749999, 0.9999023437499999) => 2.3841863594562935e-9) 10 => ((0.9999511718749998, 0.99990234375) => 2.3841863594669765e-9) 11 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) 12 => ((1.00009765625, 1.0001953124999998) => 9.536752258992187e-9) 13 => ((0.9999023437500001, 0.9998046875) => 9.53675225899261e-9) 14 => ((0.99990234375, 0.9998046875) => 9.53675225901387e-9) 15 => ((0.9999023437499999, 0.9998046875) => 9.536752259035133e-9) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 22.23s PkgEval succeeded after 66.03s