Package evaluation of SearchModels on Julia 1.13.0-DEV.783 (b4a6288a38*) started at 2025-06-26T19:29:22.363 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.35s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 1.09s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 20.16s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_kDqBWg/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_kDqBWg/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: 58, observed: 358, best-error: 68870.60736617644 worst-error: 1.8235407663082278e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 57, observed: 415, best-error: 14493.265923256336 worst-error: 169111.89717539438 SearchModels iteration 3> population: 16, bsize: 64, queue: 56, observed: 471, best-error: 1056.1081195057382 worst-error: 28050.84368894798 SearchModels iteration 4> population: 16, bsize: 64, queue: 61, observed: 532, best-error: 155.35091303514403 worst-error: 5740.257460974282 SearchModels iteration 5> population: 16, bsize: 64, queue: 58, observed: 590, best-error: 136.17504328767376 worst-error: 898.4538797625409 SearchModels iteration 6> population: 16, bsize: 64, queue: 62, observed: 652, best-error: 6.147917585992188 worst-error: 242.2481498120314 SearchModels iteration 7> population: 16, bsize: 64, queue: 54, observed: 706, best-error: 2.127418169302098 worst-error: 58.28669127117779 SearchModels iteration 8> population: 16, bsize: 64, queue: 60, observed: 766, best-error: 2.127418169302098 worst-error: 15.724566888820712 SearchModels iteration 9> population: 16, bsize: 64, queue: 53, observed: 819, best-error: 2.04476876941883 worst-error: 5.177392379524505 SearchModels iteration 10> population: 16, bsize: 64, queue: 60, observed: 879, best-error: 1.7787651339311734 worst-error: 2.404251925055147 SearchModels iteration 11> population: 16, bsize: 64, queue: 55, observed: 934, best-error: 1.5338012245218922 worst-error: 1.9408153746171617 SearchModels iteration 12> population: 16, bsize: 64, queue: 57, observed: 991, best-error: 1.4311384510697251 worst-error: 1.6859754606440633 SearchModels iteration 13> population: 16, bsize: 64, queue: 61, observed: 1052, best-error: 1.21107268816363 worst-error: 1.5401499323306014 SearchModels iteration 14> population: 16, bsize: 64, queue: 54, observed: 1106, best-error: 1.21107268816363 worst-error: 1.4678655167807289 SearchModels iteration 15> population: 16, bsize: 64, queue: 59, observed: 1165, best-error: 1.202974442535189 worst-error: 1.3795974889031695 SearchModels iteration 16> population: 16, bsize: 64, queue: 58, observed: 1223, best-error: 1.1447509634549087 worst-error: 1.311838209938964 SearchModels iteration 17> population: 16, bsize: 64, queue: 59, observed: 1282, best-error: 1.0494213044677587 worst-error: 1.234955555622423 SearchModels iteration 18> population: 16, bsize: 64, queue: 54, observed: 1336, best-error: 1.0494213044677587 worst-error: 1.1845180029215088 SearchModels iteration 19> population: 16, bsize: 64, queue: 55, observed: 1391, best-error: 0.9933218584959095 worst-error: 1.156226254588538 SearchModels iteration 20> population: 16, bsize: 64, queue: 55, observed: 1446, best-error: 0.9201333882528756 worst-error: 1.117585168731063 SearchModels iteration 21> population: 16, bsize: 64, queue: 61, observed: 1507, best-error: 0.7700472386876366 worst-error: 1.0568338103405617 SearchModels iteration 22> population: 16, bsize: 64, queue: 57, observed: 1564, best-error: 0.7700472386876366 worst-error: 1.0023776579537704 SearchModels iteration 23> population: 16, bsize: 64, queue: 60, observed: 1624, best-error: 0.7700472386876366 worst-error: 0.9131331554871043 SearchModels iteration 24> population: 16, bsize: 64, queue: 58, observed: 1682, best-error: 0.7310357653024457 worst-error: 0.8592479991565448 SearchModels iteration 25> population: 16, bsize: 64, queue: 60, observed: 1742, best-error: 0.7310357653024457 worst-error: 0.8388980021759179 SearchModels iteration 26> population: 16, bsize: 64, queue: 57, observed: 1799, best-error: 0.7279519076247498 worst-error: 0.7831591233509697 SearchModels iteration 27> population: 16, bsize: 64, queue: 54, observed: 1853, best-error: 0.6705217197369254 worst-error: 0.7560369558728417 SearchModels iteration 28> population: 16, bsize: 64, queue: 55, observed: 1908, best-error: 0.5904729217796694 worst-error: 0.7410621908082141 SearchModels iteration 29> population: 16, bsize: 64, queue: 55, observed: 1963, best-error: 0.5904729217796694 worst-error: 0.6913572924473237 SearchModels iteration 30> population: 16, bsize: 64, queue: 60, observed: 2023, best-error: 0.5904729217796694 worst-error: 0.6575987875995841 SearchModels iteration 31> population: 16, bsize: 64, queue: 60, observed: 2083, best-error: 0.5904729217796694 worst-error: 0.6332720128195061 SearchModels iteration 32> population: 16, bsize: 64, queue: 60, observed: 2143, best-error: 0.5904729217796694 worst-error: 0.6199612382925244 SearchModels iteration 33> population: 16, bsize: 64, queue: 57, observed: 2200, best-error: 0.5904729217796694 worst-error: 0.6100145260068526 SearchModels iteration 34> population: 16, bsize: 64, queue: 53, observed: 2253, best-error: 0.5501575001816856 worst-error: 0.6013532319408496 SearchModels iteration 35> population: 16, bsize: 64, queue: 58, observed: 2311, best-error: 0.5095510145505073 worst-error: 0.5968716781774743 SearchModels iteration 36> population: 16, bsize: 64, queue: 59, observed: 2370, best-error: 0.5095510145505073 worst-error: 0.5696661058358026 SearchModels iteration 37> population: 16, bsize: 64, queue: 56, observed: 2426, best-error: 0.482716136905795 worst-error: 0.5489243271722583 SearchModels iteration 38> population: 16, bsize: 64, queue: 58, observed: 2484, best-error: 0.482716136905795 worst-error: 0.5390158875314935 SearchModels iteration 39> population: 16, bsize: 64, queue: 61, observed: 2545, best-error: 0.482716136905795 worst-error: 0.5169351456456994 SearchModels iteration 40> population: 16, bsize: 64, queue: 61, observed: 2606, best-error: 0.482716136905795 worst-error: 0.5050693291577169 SearchModels iteration 41> population: 16, bsize: 64, queue: 59, observed: 2665, best-error: 0.482716136905795 worst-error: 0.49464433181146167 SearchModels iteration 42> population: 16, bsize: 64, queue: 56, observed: 2721, best-error: 0.47443629396424625 worst-error: 0.49050326861137494 SearchModels iteration 43> population: 16, bsize: 64, queue: 59, observed: 2780, best-error: 0.47443629396424625 worst-error: 0.48739662838765163 SearchModels iteration 44> population: 16, bsize: 64, queue: 62, observed: 2842, best-error: 0.47128153753564195 worst-error: 0.4845884183031796 SearchModels iteration 45> population: 16, bsize: 64, queue: 57, observed: 2899, best-error: 0.46473266594048623 worst-error: 0.4799046411493533 SearchModels iteration 46> population: 16, bsize: 64, queue: 60, observed: 2959, best-error: 0.4626356743597269 worst-error: 0.47380542277286714 SearchModels iteration 47> population: 16, bsize: 64, queue: 59, observed: 3018, best-error: 0.4626356743597269 worst-error: 0.4692756437845139 SearchModels iteration 48> population: 16, bsize: 64, queue: 56, observed: 3074, best-error: 0.4626356743597269 worst-error: 0.4654193215935172 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3132, best-error: 0.4532230383641702 worst-error: 0.46407205353361547 SearchModels iteration 50> population: 16, bsize: 64, queue: 58, observed: 3190, best-error: 0.44836535593947274 worst-error: 0.46312648613033924 SearchModels iteration 51> population: 16, bsize: 64, queue: 60, observed: 3250, best-error: 0.44836535593947274 worst-error: 0.45732266736133675 SearchModels iteration 52> population: 16, bsize: 64, queue: 60, observed: 3310, best-error: 0.44836535593947274 worst-error: 0.45345096299293736 SearchModels iteration 53> population: 16, bsize: 64, queue: 59, observed: 3369, best-error: 0.44769731616724756 worst-error: 0.4511483897246514 SearchModels iteration 54> population: 16, bsize: 64, queue: 57, observed: 3426, best-error: 0.4474849643764326 worst-error: 0.45013559531998776 SearchModels iteration 55> population: 16, bsize: 64, queue: 57, observed: 3483, best-error: 0.4474849643764326 worst-error: 0.448599896101759 SearchModels iteration 56> population: 16, bsize: 64, queue: 53, observed: 3536, best-error: 0.4474849643764326 worst-error: 0.4482273760669911 SearchModels iteration 57> population: 16, bsize: 64, queue: 59, observed: 3595, best-error: 0.4474849643764326 worst-error: 0.44790259884040323 SearchModels iteration 58> population: 16, bsize: 64, queue: 60, observed: 3655, best-error: 0.4450248708169484 worst-error: 0.44777521266399595 SearchModels iteration 59> population: 16, bsize: 64, queue: 57, observed: 3712, best-error: 0.4450248708169484 worst-error: 0.4476060524099135 SearchModels iteration 60> population: 16, bsize: 64, queue: 58, observed: 3770, best-error: 0.44252262850035706 worst-error: 0.44686001708883577 SearchModels iteration 61> population: 16, bsize: 64, queue: 58, observed: 3828, best-error: 0.44252262850035706 worst-error: 0.44626052994598064 SearchModels iteration 62> population: 16, bsize: 64, queue: 63, observed: 3891, best-error: 0.44252262850035706 worst-error: 0.44487070176516613 SearchModels iteration 63> population: 16, bsize: 64, queue: 58, observed: 3949, best-error: 0.44252262850035706 worst-error: 0.4443124671914963 SearchModels iteration 64> population: 16, bsize: 64, queue: 56, observed: 4005, best-error: 0.44252262850035706 worst-error: 0.44372770238254977 SearchModels iteration 65> population: 16, bsize: 64, queue: 58, observed: 4063, best-error: 0.44035541943989376 worst-error: 0.44331753553457187 SearchModels iteration 66> population: 16, bsize: 64, queue: 56, observed: 4119, best-error: 0.44035541943989376 worst-error: 0.44292755286235436 SearchModels iteration 67> population: 16, bsize: 64, queue: 61, observed: 4180, best-error: 0.44035541943989376 worst-error: 0.4421926038723251 SearchModels iteration 68> population: 16, bsize: 64, queue: 60, observed: 4240, best-error: 0.44035541943989376 worst-error: 0.4415571143869926 SearchModels iteration 69> population: 16, bsize: 64, queue: 54, observed: 4294, best-error: 0.4391430147783231 worst-error: 0.44109946577226145 SearchModels iteration 70> population: 16, bsize: 64, queue: 54, observed: 4348, best-error: 0.4391430147783231 worst-error: 0.44089766319679624 SearchModels iteration 71> population: 16, bsize: 64, queue: 61, observed: 4409, best-error: 0.4374421868740171 worst-error: 0.44009578894708506 SearchModels iteration 72> population: 16, bsize: 64, queue: 57, observed: 4466, best-error: 0.4374421868740171 worst-error: 0.4396505164033908 SearchModels iteration 73> population: 16, bsize: 64, queue: 58, observed: 4524, best-error: 0.4374421868740171 worst-error: 0.4388944610530059 SearchModels iteration 74> population: 16, bsize: 64, queue: 57, observed: 4581, best-error: 0.4374421868740171 worst-error: 0.43828629798014057 SearchModels iteration 75> population: 16, bsize: 64, queue: 57, observed: 4638, best-error: 0.43635869760238616 worst-error: 0.4379385785418293 SearchModels iteration 76> population: 16, bsize: 64, queue: 54, observed: 4692, best-error: 0.41888473032370893 worst-error: 0.4377078118526697 SearchModels iteration 77> population: 16, bsize: 64, queue: 56, observed: 4748, best-error: 0.4180495076456671 worst-error: 0.41962396265064494 SearchModels iteration 78> population: 16, bsize: 64, queue: 58, observed: 4806, best-error: 0.41645671163695996 worst-error: 0.4191470582652854 SearchModels iteration 79> population: 16, bsize: 64, queue: 58, observed: 4864, best-error: 0.41645671163695996 worst-error: 0.4182900225475234 SearchModels iteration 80> population: 16, bsize: 64, queue: 58, observed: 4922, best-error: 0.41492883981238615 worst-error: 0.41769057227053386 SearchModels iteration 81> population: 16, bsize: 64, queue: 60, observed: 4982, best-error: 0.4144072709605641 worst-error: 0.41707229188862716 SearchModels iteration 82> population: 16, bsize: 64, queue: 57, observed: 5039, best-error: 0.4120841112841656 worst-error: 0.4157266372965822 SearchModels iteration 83> population: 16, bsize: 64, queue: 62, observed: 5101, best-error: 0.411796056634014 worst-error: 0.41503506350433567 SearchModels iteration 84> population: 16, bsize: 64, queue: 60, observed: 5161, best-error: 0.4103984536293512 worst-error: 0.4137504833454405 SearchModels iteration 85> population: 16, bsize: 64, queue: 58, observed: 5219, best-error: 0.4068406449585477 worst-error: 0.41254569820770104 SearchModels iteration 86> population: 16, bsize: 64, queue: 57, observed: 5276, best-error: 0.4068406449585477 worst-error: 0.4114528734131572 SearchModels iteration 87> population: 16, bsize: 64, queue: 55, observed: 5331, best-error: 0.4046371932414817 worst-error: 0.4101842554203787 SearchModels iteration 88> population: 16, bsize: 64, queue: 60, observed: 5391, best-error: 0.40210970485309405 worst-error: 0.4087674656604605 SearchModels iteration 89> population: 16, bsize: 64, queue: 56, observed: 5447, best-error: 0.40210970485309405 worst-error: 0.4067574645022724 SearchModels iteration 90> population: 16, bsize: 64, queue: 57, observed: 5504, best-error: 0.40210970485309405 worst-error: 0.4049963634490965 SearchModels iteration 91> population: 16, bsize: 64, queue: 56, observed: 5560, best-error: 0.3999747242101398 worst-error: 0.4041806623322005 SearchModels iteration 92> population: 16, bsize: 64, queue: 63, observed: 5623, best-error: 0.3999747242101398 worst-error: 0.40246015836353455 SearchModels iteration 93> population: 16, bsize: 64, queue: 59, observed: 5682, best-error: 0.3996478787190387 worst-error: 0.40147675796499 SearchModels iteration 94> population: 16, bsize: 64, queue: 52, observed: 5734, best-error: 0.3996478787190387 worst-error: 0.4010043216424033 SearchModels iteration 95> population: 16, bsize: 64, queue: 58, observed: 5792, best-error: 0.3996478787190387 worst-error: 0.4003148657947905 SearchModels iteration 96> population: 16, bsize: 64, queue: 57, observed: 5849, best-error: 0.39820601390036264 worst-error: 0.3999393430999887 SearchModels iteration 97> population: 16, bsize: 64, queue: 58, observed: 5907, best-error: 0.39820601390036264 worst-error: 0.3997223578329626 SearchModels iteration 98> population: 16, bsize: 64, queue: 58, observed: 5965, best-error: 0.39820601390036264 worst-error: 0.39953697984347536 SearchModels iteration 99> population: 16, bsize: 64, queue: 58, observed: 6023, best-error: 0.39820601390036264 worst-error: 0.3986671686290918 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.46427260046288243, 0.624533897093177, 0.5093579424113672, 0.5923643883562215, 0.4930070462447168] 1 => ([0.7056784907354738, 0.5427705965218931, 0.45645885188094715, 0.5937406558913914, 0.49370036932176453] => 0.39644827370530394) 2 => ([0.7058260301990427, 0.538390299894728, 0.4564588518809471, 0.5937406558913914, 0.49370036932176453] => 0.39657490458257194) 3 => ([0.7019140082631447, 0.5359872561010055, 0.4564588518808854, 0.5937406558913945, 0.49370036932176586] => 0.39820601390036264) 4 => ([0.7008440027096661, 0.5368426552773312, 0.45645885188091007, 0.5937406558913932, 0.4937003693217653] => 0.3982109922806266) 5 => ([0.6998436677290779, 0.5378339948958273, 0.45645885188093477, 0.593740655891392, 0.4937003693217648] => 0.39821844921582406) 6 => ([0.6997739971561876, 0.5376980544536569, 0.45645885188093477, 0.593740655891392, 0.4937003693217648] => 0.3982675288066113) 7 => ([0.7013761659433697, 0.5361974383793706, 0.4564588518808916, 0.5937406558913941, 0.49370036932176575] => 0.3982735140292902) 8 => ([0.6998343652018295, 0.5375406414525709, 0.45645885188093477, 0.593740655891392, 0.4937003693217648] => 0.39828898158640974) 9 => ([0.6998947332474714, 0.5373832284514848, 0.45645885188093477, 0.593740655891392, 0.4937003693217648] => 0.3983121100975733) 10 => ([0.6987736621755993, 0.5386893940721531, 0.45645885188095947, 0.5937406558913908, 0.4937003693217643] => 0.3983342245366627) 11 => ([0.7008383236235949, 0.5364076206577357, 0.45645885188089774, 0.5937406558913938, 0.4937003693217656] => 0.39834456726389744) 12 => ([0.6988340302212412, 0.5385319810710669, 0.45645885188095947, 0.5937406558913908, 0.4937003693217643] => 0.39834504919049973) 13 => ([0.6992361548364127, 0.537908236732022, 0.45645885188094093, 0.5937406558913917, 0.49370036932176464] => 0.3983615425985399) 14 => ([0.6988376536624185, 0.538390299894728, 0.4564588518809471, 0.5937406558913914, 0.49370036932176453] => 0.3983696000204862) 15 => ([0.6993568909276964, 0.5375934107298499, 0.45645885188094093, 0.5937406558913917, 0.49370036932176464] => 0.3984015385118863) 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: 1140, best-error: 0.02000000000000048 worst-error: 14.499999999999998 SearchModels iteration 2> population: 16, bsize: 32, queue: 153, observed: 1293, best-error: 0.02000000000000048 worst-error: 2.9000000000000004 SearchModels iteration 3> population: 16, bsize: 32, queue: 163, observed: 1456, best-error: 0.02000000000000048 worst-error: 1.0731250000000017 SearchModels iteration 4> population: 16, bsize: 32, queue: 162, observed: 1618, best-error: 0.0 worst-error: 0.21160156249999995 SearchModels iteration 5> population: 16, bsize: 32, queue: 162, observed: 1780, best-error: 0.0 worst-error: 0.02000000000000048 SearchModels iteration 6> population: 16, bsize: 32, queue: 172, observed: 1952, best-error: 0.0 worst-error: 0.0044555664062499375 SearchModels iteration 7> population: 16, bsize: 32, queue: 174, observed: 2126, best-error: 0.0 worst-error: 0.0008505344390868501 SearchModels iteration 8> population: 16, bsize: 32, queue: 166, observed: 2292, best-error: 0.0 worst-error: 8.866310119629184e-5 SearchModels iteration 9> population: 16, bsize: 32, queue: 158, observed: 2450, best-error: 0.0 worst-error: 2.032581716773131e-5 SearchModels iteration 10> population: 16, bsize: 32, queue: 147, observed: 2597, best-error: 0.0 worst-error: 3.961327020075154e-6 SearchModels iteration 11> population: 16, bsize: 32, queue: 151, observed: 2748, best-error: 0.0 worst-error: 1.2903033348188079e-6 SearchModels iteration 12> population: 16, bsize: 32, queue: 143, observed: 2891, best-error: 0.0 worst-error: 2.478621990982152e-7 SearchModels iteration 13> population: 16, bsize: 32, queue: 123, observed: 3014, best-error: 0.0 worst-error: 3.8147118175419897e-8 SearchModels> stop by convergence error=(0.9999023437500001, 0.9998046874999998) => 9.536752258992822e-9, iter=14 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0, 0.9999999999999999) => 1.232595164407831e-30) 3 => ((1.0, 0.9999999999999998) => 4.930380657631324e-30) 4 => ((1.0000000000000002, 1.0) => 1.9770826437101608e-29) 5 => ((1.0000000000000002, 0.9999999999999999) => 3.0864182916772087e-29) 6 => ((1.0000000000000002, 0.9999999999999998) => 4.442272972525823e-29) 7 => ((0.9999511718750002, 0.9999023437499999) => 2.384186359434821e-9) 8 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 9 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) 10 => ((0.999951171875, 0.9999023437499999) => 2.384186359445557e-9) 11 => ((0.9999511718749999, 0.99990234375) => 2.3841863594562406e-9) 12 => ((1.0000488281250002, 1.00009765625) => 2.384186359467347e-9) 13 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) 14 => ((1.00009765625, 1.0001953124999998) => 9.536752258992187e-9) 15 => ((0.9999023437500001, 0.9998046875) => 9.53675225899261e-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: 1138, best-error: 2.0 worst-error: 12.499999999999998 SearchModels iteration 2> population: 16, bsize: 32, queue: 160, observed: 1298, best-error: 0.04999999999999955 worst-error: 4.078125 SearchModels iteration 3> population: 16, bsize: 32, queue: 172, observed: 1470, best-error: 0.04999999999999955 worst-error: 1.0 SearchModels iteration 4> population: 16, bsize: 32, queue: 163, observed: 1633, best-error: 0.04999999999999955 worst-error: 0.5125 SearchModels iteration 5> population: 16, bsize: 32, queue: 166, observed: 1799, best-error: 0.016601562500000028 worst-error: 0.3916015625 SearchModels iteration 6> population: 16, bsize: 32, queue: 180, observed: 1979, best-error: 0.016601562500000028 worst-error: 0.2923561096191401 SearchModels iteration 7> population: 16, bsize: 32, queue: 173, observed: 2152, best-error: 0.00969986021518707 worst-error: 0.07936767637729633 SearchModels iteration 8> population: 16, bsize: 32, queue: 180, observed: 2332, best-error: 0.00969986021518707 worst-error: 0.022544097900390685 SearchModels iteration 9> population: 16, bsize: 32, queue: 168, observed: 2500, best-error: 0.00969986021518707 worst-error: 0.01416375633562001 SearchModels iteration 10> population: 16, bsize: 32, queue: 170, observed: 2670, best-error: 0.00969986021518707 worst-error: 0.011880273323185959 SearchModels iteration 11> population: 16, bsize: 32, queue: 173, observed: 2843, best-error: 0.00969986021518707 worst-error: 0.011071664015908061 SearchModels iteration 12> population: 16, bsize: 32, queue: 168, observed: 3011, best-error: 0.00969986021518707 worst-error: 0.010409910459575891 SearchModels iteration 13> population: 16, bsize: 32, queue: 158, observed: 3169, best-error: 0.00969986021518707 worst-error: 0.01014347817749694 SearchModels iteration 14> population: 16, bsize: 32, queue: 160, observed: 3329, best-error: 0.00969986021518707 worst-error: 0.009950027837617816 SearchModels iteration 15> population: 16, bsize: 32, queue: 161, observed: 3490, best-error: 0.00969986021518707 worst-error: 0.009857364742037474 SearchModels iteration 16> population: 16, bsize: 32, queue: 148, observed: 3638, best-error: 0.00969986021518707 worst-error: 0.009794941223534028 SearchModels iteration 17> population: 16, bsize: 32, queue: 159, observed: 3797, best-error: 0.00969986021518707 worst-error: 0.009749631841037802 SearchModels iteration 18> population: 16, bsize: 32, queue: 139, observed: 3936, best-error: 0.00969986021518707 worst-error: 0.009726055955685027 SearchModels iteration 19> population: 16, bsize: 32, queue: 146, observed: 4082, best-error: 0.00969986021518707 worst-error: 0.009714942553039244 SearchModels iteration 20> population: 16, bsize: 32, queue: 140, observed: 4222, best-error: 0.00969986021518707 worst-error: 0.009708317754569602 SearchModels iteration 21> population: 16, bsize: 32, queue: 139, observed: 4361, best-error: 0.00969986021518707 worst-error: 0.009704850041133589 SearchModels iteration 22> population: 16, bsize: 32, queue: 138, observed: 4499, best-error: 0.00969986021518707 worst-error: 0.009702910083841871 SearchModels iteration 23> population: 16, bsize: 32, queue: 140, observed: 4639, best-error: 0.00969986021518707 worst-error: 0.00970160425687923 SearchModels iteration 24> population: 16, bsize: 32, queue: 145, observed: 4784, best-error: 0.00969986021518707 worst-error: 0.00970096924869438 SearchModels iteration 25> population: 16, bsize: 32, queue: 124, observed: 4908, best-error: 0.00969986021518707 worst-error: 0.009700485295506697 SearchModels iteration 26> population: 16, bsize: 32, queue: 136, observed: 5044, best-error: 0.00969986021518707 worst-error: 0.009700159724316131 SearchModels iteration 27> population: 16, bsize: 32, queue: 134, observed: 5178, best-error: 0.00969986021518707 worst-error: 0.009700033697430934 SearchModels> stop by convergence error=(0.9015612840652467, 0.8125) => 0.009699961983915463, iter=28 (of 300) 1 => ((0.9015625, 0.8125) => 0.00969986021518707) 2 => ((0.9015620946884155, 0.8125) => 0.00969989403092573) 3 => ((0.9015622973442078, 0.8124996185302734) => 0.009699901124455521) 4 => ((0.9015622973442078, 0.8124994277954102) => 0.009699913142767198) 5 => ((0.9015616893768311, 0.8125) => 0.009699927953835237) 6 => ((0.9015620946884155, 0.8124994277954102) => 0.00969993002221463) 7 => ((0.9015625, 0.8124988555908204) => 0.00969993243052158) 8 => ((0.9015620946884155, 0.8124992370605468) => 0.00969994203386285) 9 => ((0.9015615046024323, 0.8125) => 0.009699943454256253) 10 => ((0.9015618920326234, 0.8124994277954102) => 0.00969994692845477) 11 => ((0.9015622973442078, 0.8124988555908204) => 0.009699949241357985) 12 => ((0.9015625, 0.8124984741210938) => 0.009699956560507412) 13 => ((0.9015621960163117, 0.8124988555908204) => 0.00969995765682347) 14 => ((0.9015618920326234, 0.8124992370605468) => 0.009699958926163571) 15 => ((0.9015622973442078, 0.8124986648559571) => 0.009699961288773493) Test Summary: | Total Time SearchModels.jl | 0 2.5s Testing SearchModels tests passed Testing completed after 20.28s PkgEval succeeded after 62.98s