Package evaluation to test SearchModels on Julia 1.11.8 (29b3528cce*) started at 2026-01-20T03:45:31.153 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.11` Set-up completed after 8.7s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.11/Project.toml` [0e966ebe] + SearchModels v0.5.0 Updating `~/.julia/environments/v1.11/Manifest.toml` [34da2185] + Compat v4.18.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [ffbed154] + DocStringExtensions v0.9.5 [92d709cd] + IrrationalConstants v0.2.6 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [0e966ebe] + SearchModels v0.5.0 [a2af1166] + SortingAlgorithms v1.2.2 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [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 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra 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 v1.11.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [4536629a] + OpenBLAS_jll v0.3.27+1 [bea87d4a] + SuiteSparse_jll v7.7.0+0 [8e850b90] + libblastrampoline_jll v5.11.0+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 To see why use `status --outdated -m` Installation completed after 1.71s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling project... 2130.7 ms ✓ SearchModels 1 dependency successfully precompiled in 3 seconds. 29 already precompiled. Precompilation completed after 14.1s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_aqIZh1/Project.toml` [0e966ebe] SearchModels v0.5.0 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_aqIZh1/Manifest.toml` [34da2185] Compat v4.18.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.5 [92d709cd] IrrationalConstants v0.2.6 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.1 [0e966ebe] SearchModels v0.5.0 [a2af1166] SortingAlgorithms v1.2.2 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [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 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.11.0 [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 v1.11.0 [fa267f1f] TOML v1.0.3 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.1.1+0 [4536629a] OpenBLAS_jll v0.3.27+1 [bea87d4a] SuiteSparse_jll v7.7.0+0 [8e850b90] libblastrampoline_jll v5.11.0+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: 1435.2063933117454 worst-error: 713989.8955681112 SearchModels iteration 2> population: 16, bsize: 64, queue: 62, observed: 420, best-error: 1435.2063933117454 worst-error: 77550.0747977924 SearchModels iteration 3> population: 16, bsize: 64, queue: 60, observed: 480, best-error: 971.5699940838955 worst-error: 17644.78177095919 SearchModels iteration 4> population: 16, bsize: 64, queue: 59, observed: 539, best-error: 268.3991601506452 worst-error: 2394.664340885906 SearchModels iteration 5> population: 16, bsize: 64, queue: 59, observed: 598, best-error: 45.4580368370494 worst-error: 546.7919769220402 SearchModels iteration 6> population: 16, bsize: 64, queue: 59, observed: 657, best-error: 33.80121605110497 worst-error: 72.93218297895187 SearchModels iteration 7> population: 16, bsize: 64, queue: 54, observed: 711, best-error: 6.374239289462268 worst-error: 35.884273197879246 SearchModels iteration 8> population: 16, bsize: 64, queue: 57, observed: 768, best-error: 6.3004817350187 worst-error: 11.814187472847161 SearchModels iteration 9> population: 16, bsize: 64, queue: 62, observed: 830, best-error: 5.7123834869454635 worst-error: 7.598146849709321 SearchModels iteration 10> population: 16, bsize: 64, queue: 57, observed: 887, best-error: 5.159216172622684 worst-error: 6.181863918627778 SearchModels iteration 11> population: 16, bsize: 64, queue: 59, observed: 946, best-error: 5.088212046840082 worst-error: 5.542863061383831 SearchModels iteration 12> population: 16, bsize: 64, queue: 59, observed: 1005, best-error: 5.087326558666383 worst-error: 5.215194383880882 SearchModels iteration 13> population: 16, bsize: 64, queue: 59, observed: 1064, best-error: 5.036043709760663 worst-error: 5.091667433971951 SearchModels iteration 14> population: 16, bsize: 64, queue: 59, observed: 1123, best-error: 5.02259699812935 worst-error: 5.05428607288837 SearchModels iteration 15> population: 16, bsize: 64, queue: 58, observed: 1181, best-error: 5.02259699812935 worst-error: 5.0358483831666225 SearchModels iteration 16> population: 16, bsize: 64, queue: 59, observed: 1240, best-error: 5.017080299104765 worst-error: 5.029693097211324 SearchModels iteration 17> population: 16, bsize: 64, queue: 60, observed: 1300, best-error: 5.005268905568283 worst-error: 5.022672848264468 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1359, best-error: 5.005268905568283 worst-error: 5.018456567171634 SearchModels iteration 19> population: 16, bsize: 64, queue: 57, observed: 1416, best-error: 4.999356693251851 worst-error: 5.013500747925424 SearchModels iteration 20> population: 16, bsize: 64, queue: 57, observed: 1473, best-error: 4.999356693251851 worst-error: 5.0092040892097724 SearchModels iteration 21> population: 16, bsize: 64, queue: 60, observed: 1533, best-error: 4.9971342047620135 worst-error: 5.007233343727573 SearchModels iteration 22> population: 16, bsize: 64, queue: 61, observed: 1594, best-error: 4.986814063624156 worst-error: 5.004985625123083 SearchModels iteration 23> population: 16, bsize: 64, queue: 57, observed: 1651, best-error: 4.986814063624156 worst-error: 5.000910942515552 SearchModels iteration 24> population: 16, bsize: 64, queue: 59, observed: 1710, best-error: 4.986814063624156 worst-error: 4.996632705915357 SearchModels iteration 25> population: 16, bsize: 64, queue: 57, observed: 1767, best-error: 4.984063878126919 worst-error: 4.993794744489948 SearchModels iteration 26> population: 16, bsize: 64, queue: 62, observed: 1829, best-error: 4.984063878126919 worst-error: 4.989961611826817 SearchModels iteration 27> population: 16, bsize: 64, queue: 59, observed: 1888, best-error: 4.98102510189858 worst-error: 4.987168624108235 SearchModels iteration 28> population: 16, bsize: 64, queue: 60, observed: 1948, best-error: 4.977103237225962 worst-error: 4.985660872984353 SearchModels iteration 29> population: 16, bsize: 64, queue: 53, observed: 2001, best-error: 4.975756148804595 worst-error: 4.984063878126919 SearchModels iteration 30> population: 16, bsize: 64, queue: 59, observed: 2060, best-error: 4.975756148804595 worst-error: 4.9810040253026 SearchModels iteration 31> population: 16, bsize: 64, queue: 58, observed: 2118, best-error: 4.973216600113573 worst-error: 4.978987178587091 SearchModels iteration 32> population: 16, bsize: 64, queue: 60, observed: 2178, best-error: 4.973216600113573 worst-error: 4.977787733433973 SearchModels iteration 33> population: 16, bsize: 64, queue: 58, observed: 2236, best-error: 4.970007053282546 worst-error: 4.976243707056369 SearchModels iteration 34> population: 16, bsize: 64, queue: 59, observed: 2295, best-error: 4.970007053282546 worst-error: 4.974524911941943 SearchModels iteration 35> population: 16, bsize: 64, queue: 62, observed: 2357, best-error: 4.968098251012371 worst-error: 4.97261896468562 SearchModels iteration 36> population: 16, bsize: 64, queue: 57, observed: 2414, best-error: 4.966627941150803 worst-error: 4.97105952395474 SearchModels iteration 37> population: 16, bsize: 64, queue: 57, observed: 2471, best-error: 4.964374683592212 worst-error: 4.970007053282546 SearchModels iteration 38> population: 16, bsize: 64, queue: 60, observed: 2531, best-error: 4.961646745844352 worst-error: 4.968483901880937 SearchModels iteration 39> population: 16, bsize: 64, queue: 55, observed: 2586, best-error: 4.961646745844352 worst-error: 4.967361223855556 SearchModels iteration 40> population: 16, bsize: 64, queue: 60, observed: 2646, best-error: 4.9567021138551635 worst-error: 4.965364841115181 SearchModels iteration 41> population: 16, bsize: 64, queue: 61, observed: 2707, best-error: 4.9567021138551635 worst-error: 4.963453037188537 SearchModels iteration 42> population: 16, bsize: 64, queue: 56, observed: 2763, best-error: 4.9567021138551635 worst-error: 4.9613121497585 SearchModels iteration 43> population: 16, bsize: 64, queue: 58, observed: 2821, best-error: 4.955188365302116 worst-error: 4.959575749215349 SearchModels iteration 44> population: 16, bsize: 64, queue: 60, observed: 2881, best-error: 4.955173837730677 worst-error: 4.958103525698092 SearchModels iteration 45> population: 16, bsize: 64, queue: 58, observed: 2939, best-error: 4.952410003717846 worst-error: 4.956785343229337 SearchModels iteration 46> population: 16, bsize: 64, queue: 60, observed: 2999, best-error: 4.95178662273745 worst-error: 4.955757186440024 SearchModels iteration 47> population: 16, bsize: 64, queue: 60, observed: 3059, best-error: 4.95178662273745 worst-error: 4.954264589900497 SearchModels iteration 48> population: 16, bsize: 64, queue: 59, observed: 3118, best-error: 4.948030150968718 worst-error: 4.952956039734993 SearchModels iteration 49> population: 16, bsize: 64, queue: 60, observed: 3178, best-error: 4.948030150968718 worst-error: 4.95214083011937 SearchModels iteration 50> population: 16, bsize: 64, queue: 60, observed: 3238, best-error: 4.948030150968718 worst-error: 4.951006766836848 SearchModels iteration 51> population: 16, bsize: 64, queue: 57, observed: 3295, best-error: 4.947322713321656 worst-error: 4.949693340897396 SearchModels iteration 52> population: 16, bsize: 64, queue: 60, observed: 3355, best-error: 4.945667530972644 worst-error: 4.949021365707703 SearchModels iteration 53> population: 16, bsize: 64, queue: 57, observed: 3412, best-error: 4.945667530972644 worst-error: 4.9482688023961945 SearchModels iteration 54> population: 16, bsize: 64, queue: 57, observed: 3469, best-error: 4.944328514184493 worst-error: 4.947185315729625 SearchModels iteration 55> population: 16, bsize: 64, queue: 58, observed: 3527, best-error: 4.944328514184493 worst-error: 4.946731141328367 SearchModels iteration 56> population: 16, bsize: 64, queue: 62, observed: 3589, best-error: 4.944328514184493 worst-error: 4.9461087338427125 SearchModels iteration 57> population: 16, bsize: 64, queue: 57, observed: 3646, best-error: 4.944328514184493 worst-error: 4.945597012868436 SearchModels iteration 58> population: 16, bsize: 64, queue: 54, observed: 3700, best-error: 4.942690534373806 worst-error: 4.945205366895757 SearchModels iteration 59> population: 16, bsize: 64, queue: 55, observed: 3755, best-error: 4.9420610107394545 worst-error: 4.9447619333656405 SearchModels iteration 60> population: 16, bsize: 64, queue: 55, observed: 3810, best-error: 4.94164775313523 worst-error: 4.944268466809511 SearchModels iteration 61> population: 16, bsize: 64, queue: 56, observed: 3866, best-error: 4.94164775313523 worst-error: 4.9431466763578715 SearchModels iteration 62> population: 16, bsize: 64, queue: 58, observed: 3924, best-error: 4.93961605930156 worst-error: 4.9423970203334475 SearchModels iteration 63> population: 16, bsize: 64, queue: 57, observed: 3981, best-error: 4.93961605930156 worst-error: 4.9420610107394545 SearchModels iteration 64> population: 16, bsize: 64, queue: 60, observed: 4041, best-error: 4.938178288251927 worst-error: 4.941457507660138 SearchModels iteration 65> population: 16, bsize: 64, queue: 60, observed: 4101, best-error: 4.938178288251927 worst-error: 4.9402885033337816 SearchModels iteration 66> population: 16, bsize: 64, queue: 60, observed: 4161, best-error: 4.935853331280721 worst-error: 4.939394304510511 SearchModels iteration 67> population: 16, bsize: 64, queue: 57, observed: 4218, best-error: 4.935853331280721 worst-error: 4.938698734347369 SearchModels iteration 68> population: 16, bsize: 64, queue: 60, observed: 4278, best-error: 4.935853331280721 worst-error: 4.937617813567058 SearchModels iteration 69> population: 16, bsize: 64, queue: 57, observed: 4335, best-error: 4.935853331280721 worst-error: 4.937037615516909 SearchModels iteration 70> population: 16, bsize: 64, queue: 58, observed: 4393, best-error: 4.934394670997995 worst-error: 4.93661748752239 SearchModels iteration 71> population: 16, bsize: 64, queue: 57, observed: 4450, best-error: 4.934394670997995 worst-error: 4.936273240253219 SearchModels iteration 72> population: 16, bsize: 64, queue: 61, observed: 4511, best-error: 4.934394670997995 worst-error: 4.935491394144991 SearchModels iteration 73> population: 16, bsize: 64, queue: 59, observed: 4570, best-error: 4.934394670997995 worst-error: 4.935122282370461 SearchModels iteration 74> population: 16, bsize: 64, queue: 56, observed: 4626, best-error: 4.934394670997995 worst-error: 4.934895537138192 SearchModels iteration 75> population: 16, bsize: 64, queue: 61, observed: 4687, best-error: 4.9326294440821385 worst-error: 4.934736739438282 SearchModels iteration 76> population: 16, bsize: 64, queue: 61, observed: 4748, best-error: 4.909286909799304 worst-error: 4.934539961342262 SearchModels iteration 77> population: 16, bsize: 64, queue: 57, observed: 4805, best-error: 4.909286909799304 worst-error: 4.915576465443241 SearchModels iteration 78> population: 16, bsize: 64, queue: 61, observed: 4866, best-error: 4.907805658634467 worst-error: 4.9108588227796 SearchModels iteration 79> population: 16, bsize: 64, queue: 58, observed: 4924, best-error: 4.907805658634467 worst-error: 4.909581695865889 SearchModels iteration 80> population: 16, bsize: 64, queue: 59, observed: 4983, best-error: 4.907805658634467 worst-error: 4.909301412870905 SearchModels iteration 81> population: 16, bsize: 64, queue: 59, observed: 5042, best-error: 4.906715547196203 worst-error: 4.90853467492572 SearchModels iteration 82> population: 16, bsize: 64, queue: 58, observed: 5100, best-error: 4.906342701072083 worst-error: 4.908112434878358 SearchModels iteration 83> population: 16, bsize: 64, queue: 57, observed: 5157, best-error: 4.9059888123458215 worst-error: 4.907434944904971 SearchModels iteration 84> population: 16, bsize: 64, queue: 56, observed: 5213, best-error: 4.904579010153788 worst-error: 4.906812426211172 SearchModels iteration 85> population: 16, bsize: 64, queue: 57, observed: 5270, best-error: 4.904579010153788 worst-error: 4.905882353915852 SearchModels iteration 86> population: 16, bsize: 64, queue: 58, observed: 5328, best-error: 4.903888792381299 worst-error: 4.90539520321966 SearchModels iteration 87> population: 16, bsize: 64, queue: 55, observed: 5383, best-error: 4.903888792381299 worst-error: 4.90499514167184 SearchModels iteration 88> population: 16, bsize: 64, queue: 56, observed: 5439, best-error: 4.903888792381299 worst-error: 4.904746933614463 SearchModels iteration 89> population: 16, bsize: 64, queue: 61, observed: 5500, best-error: 4.903091801356646 worst-error: 4.904484660424251 SearchModels iteration 90> population: 16, bsize: 64, queue: 55, observed: 5555, best-error: 4.902470657390848 worst-error: 4.90423274282459 SearchModels iteration 91> population: 16, bsize: 64, queue: 61, observed: 5616, best-error: 4.90195562613167 worst-error: 4.903777454612489 SearchModels iteration 92> population: 16, bsize: 64, queue: 59, observed: 5675, best-error: 4.90195562613167 worst-error: 4.9033316700450795 SearchModels iteration 93> population: 16, bsize: 64, queue: 62, observed: 5737, best-error: 4.901276759841971 worst-error: 4.902966708796135 SearchModels iteration 94> population: 16, bsize: 64, queue: 58, observed: 5795, best-error: 4.901276759841971 worst-error: 4.902637484716454 SearchModels iteration 95> population: 16, bsize: 64, queue: 61, observed: 5856, best-error: 4.900559243909195 worst-error: 4.902155809524723 SearchModels iteration 96> population: 16, bsize: 64, queue: 59, observed: 5915, best-error: 4.900559243909195 worst-error: 4.90186192311367 SearchModels iteration 97> population: 16, bsize: 64, queue: 56, observed: 5971, best-error: 4.899605841940596 worst-error: 4.901210406013387 SearchModels iteration 98> population: 16, bsize: 64, queue: 58, observed: 6029, best-error: 4.898737535140542 worst-error: 4.9010096271583095 SearchModels iteration 99> population: 16, bsize: 64, queue: 61, observed: 6090, best-error: 4.898737535140542 worst-error: 4.900439972331601 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.5232909582238414, 0.8908202498393615, 0.547874798035346, 0.2974108465368389, 0.9129713187548839] 1 => ([-0.04070011331290409, -0.010488252206468327, 0.5328068140255335, 0.30899259784879984, 0.9133117609923386] => 4.897631899023103) 2 => ([-0.040297141893964446, -0.01059313472853301, 0.5328068140255335, 0.30899259784879984, 0.9133117609923386] => 4.898737535140542) 3 => ([-0.04060250811411362, -0.010606761089859182, 0.5328066424579613, 0.3089925978488141, 0.9133117609923338] => 4.89915046011506) 4 => ([-0.04100281350783627, -0.010594902682408133, 0.5328074330174253, 0.30899259784886723, 0.913311760992316] => 4.899293374423471) 5 => ([-0.0408824684759347, -0.010607203078327961, 0.5328067972059342, 0.308992597848831, 0.9133117609923282] => 4.8993674815972215) 6 => ([-0.04120989842454252, -0.010594902682408133, 0.5328074330174253, 0.30899259784886723, 0.913311760992316] => 4.899449565297872) 7 => ([-0.04090787433426278, -0.010620387451185351, 0.532806470890389, 0.3089925978488284, 0.913311760992329] => 4.899563591264377) 8 => ([-0.04141698334124876, -0.010594902682408133, 0.5328074330174253, 0.30899259784886723, 0.913311760992316] => 4.899605841940596) 9 => ([-0.04116479532074239, -0.010611834791093216, 0.5328073892843621, 0.30899259784886474, 0.9133117609923168] => 4.899643062730772) 10 => ([-0.04123530428287061, -0.010608087055265523, 0.53280710670188, 0.3089925978488647, 0.9133117609923169] => 4.899645685942878) 11 => ([-0.04079700804136515, -0.01063525814589546, 0.5328065230330663, 0.30899259784880784, 0.9133117609923358] => 4.899679935053421) 12 => ([-0.04105722282960886, -0.010621271428122914, 0.5328067803863348, 0.3089925978488621, 0.9133117609923178] => 4.899688313349466) 13 => ([-0.04103515854395008, -0.010622968070312657, 0.5328068308464033, 0.30899259784881894, 0.9133117609923321] => 4.8996945138065655) 14 => ([-0.04112443798997298, -0.01062295774997563, 0.5328071588445573, 0.30899259784884414, 0.9133117609923238] => 4.899761948545719) 15 => ([-0.04071257634647954, -0.010647181334290831, 0.5328068140255335, 0.30899259784879984, 0.9133117609923386] => 4.899776794589406) 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: 163, observed: 1128, best-error: 0.8200000000000001 worst-error: 26.099999999999998 SearchModels iteration 2> population: 16, bsize: 32, queue: 157, observed: 1285, best-error: 0.42812499999999876 worst-error: 3.6 SearchModels iteration 3> population: 16, bsize: 32, queue: 153, observed: 1438, best-error: 0.42812499999999876 worst-error: 1.5225390625 SearchModels iteration 4> population: 16, bsize: 32, queue: 157, observed: 1595, best-error: 0.42812499999999876 worst-error: 0.9853515625 SearchModels iteration 5> population: 16, bsize: 32, queue: 143, observed: 1738, best-error: 0.42812499999999876 worst-error: 0.7004371643066407 SearchModels iteration 6> population: 16, bsize: 32, queue: 136, observed: 1874, best-error: 0.42812499999999876 worst-error: 0.59765625 SearchModels iteration 7> population: 16, bsize: 32, queue: 135, observed: 2009, best-error: 0.42812499999999876 worst-error: 0.5351562499999999 SearchModels iteration 8> population: 16, bsize: 32, queue: 118, observed: 2127, best-error: 0.42812499999999876 worst-error: 0.5100024414062501 SearchModels iteration 9> population: 16, bsize: 32, queue: 126, observed: 2253, best-error: 0.42812499999999876 worst-error: 0.49999999999999994 SearchModels iteration 10> population: 16, bsize: 32, queue: 133, observed: 2386, best-error: 0.42812499999999876 worst-error: 0.49447083473205566 SearchModels iteration 11> population: 16, bsize: 32, queue: 100, observed: 2486, best-error: 0.42812499999999876 worst-error: 0.4911683178320527 SearchModels iteration 12> population: 16, bsize: 32, queue: 93, observed: 2579, best-error: 0.42812499999999876 worst-error: 0.49012832641601556 SearchModels iteration 13> population: 16, bsize: 32, queue: 65, observed: 2644, best-error: 0.42812499999999876 worst-error: 0.49003906249999996 SearchModels iteration 14> population: 16, bsize: 32, queue: 74, observed: 2718, best-error: 0.42812499999999876 worst-error: 0.4900080204010009 SearchModels iteration 15> population: 16, bsize: 32, queue: 73, observed: 2791, best-error: 0.42812499999999876 worst-error: 0.4900011539459228 SearchModels iteration 16> population: 16, bsize: 32, queue: 68, observed: 2859, best-error: 0.42812499999999876 worst-error: 0.4900002628564834 SearchModels iteration 17> population: 16, bsize: 32, queue: 69, observed: 2928, best-error: 0.42812499999999876 worst-error: 0.4900000482797622 SearchModels> stop by convergence error=(0.3, 0.0900115966796875) => 0.4900000134482979, iter=18 (of 300) 1 => ((1.45, 2.15) => 0.42812499999999876) 2 => ((0.3, 0.0899993896484375) => 0.49000000003725286) 3 => ((0.3, 0.08999938964843751) => 0.49000000003725286) 4 => ((0.3, 0.09000244140625002) => 0.49000000059604637) 5 => ((0.3, 0.09000244140625) => 0.49000000059604637) 6 => ((0.3, 0.09000244140625001) => 0.49000000059604637) 7 => ((0.3, 0.089996337890625) => 0.49000000134110444) 8 => ((0.3, 0.08999633789062501) => 0.49000000134110444) 9 => ((0.3, 0.0900054931640625) => 0.4900000030174851) 10 => ((0.3, 0.08999328613281252) => 0.4900000045076012) 11 => ((0.3, 0.0899932861328125) => 0.4900000045076012) 12 => ((0.3, 0.09000854492187502) => 0.4900000073015689) 13 => ((0.3, 0.090008544921875) => 0.4900000073015689) 14 => ((0.3, 0.08999023437500002) => 0.4900000095367431) 15 => ((0.3, 0.089990234375) => 0.4900000095367431) ===== 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: 163, observed: 1140, best-error: 0.3200000000000003 worst-error: 20.499999999999996 SearchModels iteration 2> population: 16, bsize: 32, queue: 178, observed: 1318, best-error: 0.3200000000000003 worst-error: 4.419999999999999 SearchModels iteration 3> population: 16, bsize: 32, queue: 151, observed: 1469, best-error: 0.20312499999999997 worst-error: 2.2369140625 SearchModels iteration 4> population: 16, bsize: 32, queue: 156, observed: 1625, best-error: 0.20312499999999997 worst-error: 1.0144165039062503 SearchModels iteration 5> population: 16, bsize: 32, queue: 164, observed: 1789, best-error: 0.16999999999999993 worst-error: 0.27867431640624984 SearchModels iteration 6> population: 16, bsize: 32, queue: 144, observed: 1933, best-error: 0.1575782775878906 worst-error: 0.18765640258789057 SearchModels iteration 7> population: 16, bsize: 32, queue: 161, observed: 2094, best-error: 0.15151626586914055 worst-error: 0.1664282321929931 SearchModels iteration 8> population: 16, bsize: 32, queue: 146, observed: 2240, best-error: 0.14933945655822753 worst-error: 0.15862189352512343 SearchModels iteration 9> population: 16, bsize: 32, queue: 138, observed: 2378, best-error: 0.1493394565582275 worst-error: 0.15374230444431297 SearchModels iteration 10> population: 16, bsize: 32, queue: 139, observed: 2517, best-error: 0.1492651468887925 worst-error: 0.15083176612853996 SearchModels iteration 11> population: 16, bsize: 32, queue: 125, observed: 2642, best-error: 0.1492651468887925 worst-error: 0.14973335591159406 SearchModels iteration 12> population: 16, bsize: 32, queue: 100, observed: 2742, best-error: 0.1492651468887925 worst-error: 0.149387264521938 SearchModels iteration 13> population: 16, bsize: 32, queue: 91, observed: 2833, best-error: 0.1492642193471056 worst-error: 0.14930335181779805 SearchModels iteration 14> population: 16, bsize: 32, queue: 87, observed: 2920, best-error: 0.1492642193471056 worst-error: 0.1492720030303559 SearchModels iteration 15> population: 16, bsize: 32, queue: 82, observed: 3002, best-error: 0.14926417789444546 worst-error: 0.1492662079843285 SearchModels iteration 16> population: 16, bsize: 32, queue: 75, observed: 3077, best-error: 0.14926417583947021 worst-error: 0.14926444306094658 SearchModels iteration 17> population: 16, bsize: 32, queue: 74, observed: 3151, best-error: 0.14926417117179927 worst-error: 0.14926422550934684 SearchModels> stop by convergence error=(0.6149139404296874, 0.375) => 0.1492641855270326, iter=18 (of 300) 1 => ((0.614923095703125, 0.375) => 0.14926417117179927) 2 => ((0.6149230957031251, 0.375) => 0.1492641711717993) 3 => ((0.6149230957031249, 0.375) => 0.1492641711717993) 4 => ((0.6149261474609373, 0.375) => 0.14926417208182413) 5 => ((0.6149261474609375, 0.375) => 0.14926417208182413) 6 => ((0.6149200439453124, 0.375) => 0.1492641731093537) 7 => ((0.6149200439453125, 0.375) => 0.14926417310935372) 8 => ((0.6149291992187499, 0.375) => 0.14926417583947021) 9 => ((0.61492919921875, 0.375) => 0.14926417583947021) 10 => ((0.6149291992187498, 0.375) => 0.14926417583947021) 11 => ((0.6149169921875, 0.375) => 0.14926417789444546) 12 => ((0.6149169921874998, 0.375) => 0.14926417789444546) 13 => ((0.6149322509765625, 0.375) => 0.14926418244477943) 14 => ((0.6149322509765626, 0.375) => 0.14926418244477946) 15 => ((0.6149139404296873, 0.375) => 0.14926418552703258) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 13.06s PkgEval succeeded after 44.18s