Package evaluation of SearchModels on Julia 1.13.0-DEV.790 (77b90b9e62*) started at 2025-07-01T02:17:37.019 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.32s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 1.09s ################################################################################ # Precompilation # Precompiling PkgEval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 19.58s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_9dOwEW/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_9dOwEW/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: 59, observed: 359, best-error: 9596.994188703256 worst-error: 1.586786834705708e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 58, observed: 417, best-error: 9596.994188703256 worst-error: 254133.79002796876 SearchModels iteration 3> population: 16, bsize: 64, queue: 59, observed: 476, best-error: 5404.201138704045 worst-error: 39664.222944529974 SearchModels iteration 4> population: 16, bsize: 64, queue: 56, observed: 532, best-error: 43.157292810152725 worst-error: 8409.095600591942 SearchModels iteration 5> population: 16, bsize: 64, queue: 60, observed: 592, best-error: 43.157292810152725 worst-error: 1485.6066504302055 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 650, best-error: 43.157292810152725 worst-error: 403.1786138248656 SearchModels iteration 7> population: 16, bsize: 64, queue: 60, observed: 710, best-error: 43.157292810152725 worst-error: 208.3780760651686 SearchModels iteration 8> population: 16, bsize: 64, queue: 59, observed: 769, best-error: 37.82473434757697 worst-error: 118.16183426240829 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 827, best-error: 37.82473434757697 worst-error: 89.44004425865906 SearchModels iteration 10> population: 16, bsize: 64, queue: 62, observed: 889, best-error: 37.82473434757697 worst-error: 57.17774727661424 SearchModels iteration 11> population: 16, bsize: 64, queue: 61, observed: 950, best-error: 34.31488784919129 worst-error: 43.70079100496256 SearchModels iteration 12> population: 16, bsize: 64, queue: 61, observed: 1011, best-error: 33.67047839504783 worst-error: 39.67209342051464 SearchModels iteration 13> population: 16, bsize: 64, queue: 55, observed: 1066, best-error: 32.738276501097 worst-error: 36.02302977342556 SearchModels iteration 14> population: 16, bsize: 64, queue: 62, observed: 1128, best-error: 30.800020969337442 worst-error: 34.08213203767167 SearchModels iteration 15> population: 16, bsize: 64, queue: 58, observed: 1186, best-error: 30.61530988448748 worst-error: 32.959112025882156 SearchModels iteration 16> population: 16, bsize: 64, queue: 61, observed: 1247, best-error: 29.76311593582643 worst-error: 31.841265817528587 SearchModels iteration 17> population: 16, bsize: 64, queue: 57, observed: 1304, best-error: 29.76311593582643 worst-error: 31.06052096286011 SearchModels iteration 18> population: 16, bsize: 64, queue: 60, observed: 1364, best-error: 29.76311593582643 worst-error: 30.53780711456202 SearchModels iteration 19> population: 16, bsize: 64, queue: 59, observed: 1423, best-error: 29.47945009898578 worst-error: 30.198825628536696 SearchModels iteration 20> population: 16, bsize: 64, queue: 61, observed: 1484, best-error: 29.47945009898578 worst-error: 29.95541379160105 SearchModels iteration 21> population: 16, bsize: 64, queue: 55, observed: 1539, best-error: 29.397924029664434 worst-error: 29.772523503800407 SearchModels iteration 22> population: 16, bsize: 64, queue: 62, observed: 1601, best-error: 29.251380543813664 worst-error: 29.661796502183762 SearchModels iteration 23> population: 16, bsize: 64, queue: 61, observed: 1662, best-error: 28.986666942348364 worst-error: 29.47945009898578 SearchModels iteration 24> population: 16, bsize: 64, queue: 59, observed: 1721, best-error: 28.986666942348364 worst-error: 29.334285477196765 SearchModels iteration 25> population: 16, bsize: 64, queue: 58, observed: 1779, best-error: 28.986666942348364 worst-error: 29.198247504631 SearchModels iteration 26> population: 16, bsize: 64, queue: 58, observed: 1837, best-error: 28.942047592222064 worst-error: 29.1264171371799 SearchModels iteration 27> population: 16, bsize: 64, queue: 59, observed: 1896, best-error: 28.91286175479604 worst-error: 29.070817662664595 SearchModels iteration 28> population: 16, bsize: 64, queue: 60, observed: 1956, best-error: 28.91286175479604 worst-error: 29.027952032455453 SearchModels iteration 29> population: 16, bsize: 64, queue: 62, observed: 2018, best-error: 28.818284422227347 worst-error: 28.972654799021754 SearchModels iteration 30> population: 16, bsize: 64, queue: 58, observed: 2076, best-error: 28.798951189282775 worst-error: 28.89449767598771 SearchModels iteration 31> population: 16, bsize: 64, queue: 56, observed: 2132, best-error: 28.790637566128353 worst-error: 28.848234162936667 SearchModels iteration 32> population: 16, bsize: 64, queue: 61, observed: 2193, best-error: 28.790637566128353 worst-error: 28.818284422227347 SearchModels iteration 33> population: 16, bsize: 64, queue: 57, observed: 2250, best-error: 28.790637566128353 worst-error: 28.805233390721106 SearchModels iteration 34> population: 16, bsize: 64, queue: 55, observed: 2305, best-error: 28.768904893900896 worst-error: 28.798652145779837 SearchModels iteration 35> population: 16, bsize: 64, queue: 56, observed: 2361, best-error: 28.768904893900896 worst-error: 28.793477331725057 SearchModels iteration 36> population: 16, bsize: 64, queue: 57, observed: 2418, best-error: 28.768904893900896 worst-error: 28.78960824969389 SearchModels iteration 37> population: 16, bsize: 64, queue: 61, observed: 2479, best-error: 28.733523403058257 worst-error: 28.780351447272007 SearchModels iteration 38> population: 16, bsize: 64, queue: 61, observed: 2540, best-error: 28.733523403058257 worst-error: 28.775352217103347 SearchModels iteration 39> population: 16, bsize: 64, queue: 57, observed: 2597, best-error: 28.702196564756182 worst-error: 28.755770090836364 SearchModels iteration 40> population: 16, bsize: 64, queue: 58, observed: 2655, best-error: 28.702196564756182 worst-error: 28.743831681212495 SearchModels iteration 41> population: 16, bsize: 64, queue: 58, observed: 2713, best-error: 28.698680870884086 worst-error: 28.7255990248215 SearchModels iteration 42> population: 16, bsize: 64, queue: 59, observed: 2772, best-error: 28.698680870884086 worst-error: 28.71213481838587 SearchModels iteration 43> population: 16, bsize: 64, queue: 58, observed: 2830, best-error: 28.698680870884086 worst-error: 28.70498616825066 SearchModels iteration 44> population: 16, bsize: 64, queue: 58, observed: 2888, best-error: 28.676600825934017 worst-error: 28.70161370545682 SearchModels iteration 45> population: 16, bsize: 64, queue: 58, observed: 2946, best-error: 28.676600825934017 worst-error: 28.6997970478205 SearchModels iteration 46> population: 16, bsize: 64, queue: 58, observed: 3004, best-error: 28.676600825934017 worst-error: 28.687725175824863 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3062, best-error: 28.676600825934017 worst-error: 28.682760942768486 SearchModels iteration 48> population: 16, bsize: 64, queue: 60, observed: 3122, best-error: 28.656676896656556 worst-error: 28.677967252167576 SearchModels iteration 49> population: 16, bsize: 64, queue: 56, observed: 3178, best-error: 28.656676896656556 worst-error: 28.675542677683257 SearchModels iteration 50> population: 16, bsize: 64, queue: 59, observed: 3237, best-error: 28.656676896656556 worst-error: 28.671217870572345 SearchModels iteration 51> population: 16, bsize: 64, queue: 56, observed: 3293, best-error: 28.656676896656556 worst-error: 28.66590791968776 SearchModels iteration 52> population: 16, bsize: 64, queue: 59, observed: 3352, best-error: 28.621744659693416 worst-error: 28.661265959708924 SearchModels iteration 53> population: 16, bsize: 64, queue: 58, observed: 3410, best-error: 28.621744659693416 worst-error: 28.65752313735368 SearchModels iteration 54> population: 16, bsize: 64, queue: 57, observed: 3467, best-error: 28.621744659693416 worst-error: 28.643930359727996 SearchModels iteration 55> population: 16, bsize: 64, queue: 56, observed: 3523, best-error: 28.621744659693416 worst-error: 28.6366017506012 SearchModels iteration 56> population: 16, bsize: 64, queue: 58, observed: 3581, best-error: 28.621744659693416 worst-error: 28.630855312525664 SearchModels iteration 57> population: 16, bsize: 64, queue: 61, observed: 3642, best-error: 28.621744659693416 worst-error: 28.627496995905126 SearchModels iteration 58> population: 16, bsize: 64, queue: 52, observed: 3694, best-error: 28.607010785164572 worst-error: 28.625179174724448 SearchModels iteration 59> population: 16, bsize: 64, queue: 58, observed: 3752, best-error: 28.607010785164572 worst-error: 28.624090473314897 SearchModels iteration 60> population: 16, bsize: 64, queue: 61, observed: 3813, best-error: 28.599584471110514 worst-error: 28.619378212925717 SearchModels iteration 61> population: 16, bsize: 64, queue: 59, observed: 3872, best-error: 28.599584471110514 worst-error: 28.615117561754396 SearchModels iteration 62> population: 16, bsize: 64, queue: 59, observed: 3931, best-error: 28.58639016816287 worst-error: 28.61101022288732 SearchModels iteration 63> population: 16, bsize: 64, queue: 59, observed: 3990, best-error: 28.567005144325186 worst-error: 28.602288461061985 SearchModels iteration 64> population: 16, bsize: 64, queue: 61, observed: 4051, best-error: 28.567005144325186 worst-error: 28.593230098606448 SearchModels iteration 65> population: 16, bsize: 64, queue: 59, observed: 4110, best-error: 28.567005144325186 worst-error: 28.58333788749483 SearchModels iteration 66> population: 16, bsize: 64, queue: 57, observed: 4167, best-error: 28.567005144325186 worst-error: 28.57911307819266 SearchModels iteration 67> population: 16, bsize: 64, queue: 51, observed: 4218, best-error: 28.532729532781083 worst-error: 28.572819909048054 SearchModels iteration 68> population: 16, bsize: 64, queue: 60, observed: 4278, best-error: 28.532729532781083 worst-error: 28.54272953722079 SearchModels iteration 69> population: 16, bsize: 64, queue: 55, observed: 4333, best-error: 28.51006689524149 worst-error: 28.534197445133376 SearchModels iteration 70> population: 16, bsize: 64, queue: 58, observed: 4391, best-error: 28.51006689524149 worst-error: 28.532922096842146 SearchModels iteration 71> population: 16, bsize: 64, queue: 56, observed: 4447, best-error: 28.50973877489864 worst-error: 28.52161060402986 SearchModels iteration 72> population: 16, bsize: 64, queue: 57, observed: 4504, best-error: 28.50231476524291 worst-error: 28.51608850329915 SearchModels iteration 73> population: 16, bsize: 64, queue: 61, observed: 4565, best-error: 28.492595974147775 worst-error: 28.512302809821332 SearchModels iteration 74> population: 16, bsize: 64, queue: 61, observed: 4626, best-error: 28.491723003717848 worst-error: 28.504721760037523 SearchModels iteration 75> population: 16, bsize: 64, queue: 59, observed: 4685, best-error: 28.48867158440477 worst-error: 28.498132678895907 SearchModels iteration 76> population: 16, bsize: 64, queue: 57, observed: 4742, best-error: 28.485215964034815 worst-error: 28.495404433035183 SearchModels iteration 77> population: 16, bsize: 64, queue: 61, observed: 4803, best-error: 28.48071105320287 worst-error: 28.492251464018906 SearchModels iteration 78> population: 16, bsize: 64, queue: 57, observed: 4860, best-error: 28.47716678534727 worst-error: 28.489438329528934 SearchModels iteration 79> population: 16, bsize: 64, queue: 59, observed: 4919, best-error: 28.47716678534727 worst-error: 28.48577044872831 SearchModels iteration 80> population: 16, bsize: 64, queue: 58, observed: 4977, best-error: 28.468540750244536 worst-error: 28.48269909291394 SearchModels iteration 81> population: 16, bsize: 64, queue: 60, observed: 5037, best-error: 28.461477493175064 worst-error: 28.478474134668534 SearchModels iteration 82> population: 16, bsize: 64, queue: 57, observed: 5094, best-error: 28.461477493175064 worst-error: 28.47602842723019 SearchModels iteration 83> population: 16, bsize: 64, queue: 61, observed: 5155, best-error: 28.46090035712534 worst-error: 28.471484603911634 SearchModels iteration 84> population: 16, bsize: 64, queue: 60, observed: 5215, best-error: 28.45492334159743 worst-error: 28.467028438143743 SearchModels iteration 85> population: 16, bsize: 64, queue: 59, observed: 5274, best-error: 28.45492334159743 worst-error: 28.464094227676334 SearchModels iteration 86> population: 16, bsize: 64, queue: 59, observed: 5333, best-error: 28.447094856836873 worst-error: 28.45962834714969 SearchModels iteration 87> population: 16, bsize: 64, queue: 56, observed: 5389, best-error: 28.44305719334349 worst-error: 28.456941805818982 SearchModels iteration 88> population: 16, bsize: 64, queue: 60, observed: 5449, best-error: 28.437096362604805 worst-error: 28.45218598085828 SearchModels iteration 89> population: 16, bsize: 64, queue: 55, observed: 5504, best-error: 28.435428716289717 worst-error: 28.447094856836873 SearchModels iteration 90> population: 16, bsize: 64, queue: 60, observed: 5564, best-error: 28.428590194263347 worst-error: 28.441312073712425 SearchModels iteration 91> population: 16, bsize: 64, queue: 57, observed: 5621, best-error: 28.428590194263347 worst-error: 28.438081790300366 SearchModels iteration 92> population: 16, bsize: 64, queue: 56, observed: 5677, best-error: 28.42638047400343 worst-error: 28.434059937614354 SearchModels iteration 93> population: 16, bsize: 64, queue: 61, observed: 5738, best-error: 28.42638047400343 worst-error: 28.431816359818274 SearchModels iteration 94> population: 16, bsize: 64, queue: 60, observed: 5798, best-error: 28.424130194803503 worst-error: 28.428141791422807 SearchModels iteration 95> population: 16, bsize: 64, queue: 60, observed: 5858, best-error: 28.412366924820002 worst-error: 28.426406399114583 SearchModels iteration 96> population: 16, bsize: 64, queue: 56, observed: 5914, best-error: 28.412366924820002 worst-error: 28.425199742190667 SearchModels iteration 97> population: 16, bsize: 64, queue: 59, observed: 5973, best-error: 28.40884630087211 worst-error: 28.421657686028585 SearchModels iteration 98> population: 16, bsize: 64, queue: 59, observed: 6032, best-error: 28.398322158139294 worst-error: 28.415895390415372 SearchModels iteration 99> population: 16, bsize: 64, queue: 60, observed: 6092, best-error: 28.398322158139294 worst-error: 28.412366924820002 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.6720586121730937, 0.8589002857877428, 0.12973234388462962, 0.9426516152493917, 0.7973227290584025] 1 => ([-0.403709492295073, 0.8924554149384761, 0.5723262523300701, 0.9419917293485159, 0.7914259741804514] => 28.398322158139294) 2 => ([-0.4026900238801865, 0.8924554149384761, 0.5723262523300701, 0.9419917293485159, 0.7914259741804514] => 28.401982541051378) 3 => ([-0.40233602098108745, 0.8945708219640267, 0.5723262258568017, 0.9419917293485152, 0.7914259741804511] => 28.402488532543458) 4 => ([-0.4024340963386417, 0.8933536805568993, 0.5723262502646579, 0.9419917293485158, 0.7914259741804514] => 28.40253987346863) 5 => ([-0.40175233092448803, 0.8964417392582109, 0.5723262641080926, 0.9419917293485163, 0.7914259741804515] => 28.404159511035683) 6 => ([-0.4020231144495216, 0.8928671127212748, 0.5723262221796387, 0.9419917293485149, 0.791425974180451] => 28.404205642208186) 7 => ([-0.40152732083846754, 0.8969198100806967, 0.5723262340189156, 0.9419917293485154, 0.7914259741804512] => 28.404897117182664) 8 => ([-0.40140535635284047, 0.8982110946845914, 0.5723262554176636, 0.941991729348516, 0.7914259741804514] => 28.405220412005825) 9 => ([-0.40141264088108347, 0.8951748844632563, 0.5723262831485563, 0.9419917293485169, 0.7914259741804516] => 28.405642928647886) 10 => ([-0.40167055546529995, 0.8924554149384761, 0.5723262523300701, 0.9419917293485159, 0.7914259741804514] => 28.405645002595175) 11 => ([-0.4015525048076915, 0.8925815448826995, 0.5723262428404654, 0.9419917293485156, 0.7914259741804512] => 28.406015160657073) 12 => ([-0.4012856706316469, 0.8947134153192895, 0.572326265673901, 0.9419917293485164, 0.7914259741804515] => 28.406221864761527) 13 => ([-0.40117476185424594, 0.8965081122978981, 0.572326264169347, 0.9419917293485163, 0.7914259741804515] => 28.406224483694483) 14 => ([-0.4011945880805738, 0.8958621065679213, 0.5723262472555497, 0.9419917293485158, 0.7914259741804512] => 28.406270824244295) 15 => ([-0.40118759527409265, 0.8959305567264169, 0.5723262412660448, 0.9419917293485156, 0.7914259741804512] => 28.406282183272335) Test Summary: | Total Time SearchModels.jl | 0 6.3s ===== 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: 162, observed: 1134, best-error: 0.0999999999999996 worst-error: 17.320000000000007 SearchModels iteration 2> population: 16, bsize: 32, queue: 158, observed: 1292, best-error: 0.04999999999999964 worst-error: 2.420000000000001 SearchModels iteration 3> population: 16, bsize: 32, queue: 157, observed: 1449, best-error: 0.04999999999999964 worst-error: 0.798125 SearchModels iteration 4> population: 16, bsize: 32, queue: 148, observed: 1597, best-error: 0.02000000000000048 worst-error: 0.0897265624999992 SearchModels iteration 5> population: 16, bsize: 32, queue: 162, observed: 1759, best-error: 0.02000000000000048 worst-error: 0.04999999999999964 SearchModels iteration 6> population: 16, bsize: 32, queue: 163, observed: 1922, best-error: 0.01660156249999989 worst-error: 0.029685211181640955 SearchModels iteration 7> population: 16, bsize: 32, queue: 162, observed: 2084, best-error: 0.016456766128540117 worst-error: 0.02000000000000048 SearchModels iteration 8> population: 16, bsize: 32, queue: 169, observed: 2253, best-error: 0.012854003906250024 worst-error: 0.017580357193947346 SearchModels iteration 9> population: 16, bsize: 32, queue: 158, observed: 2411, best-error: 0.012854003906250024 worst-error: 0.01633560180664032 SearchModels iteration 10> population: 16, bsize: 32, queue: 162, observed: 2573, best-error: 0.012784605326596572 worst-error: 0.01391395457321769 SearchModels iteration 11> population: 16, bsize: 32, queue: 147, observed: 2720, best-error: 0.012723541259765622 worst-error: 0.013067774274531985 SearchModels iteration 12> population: 16, bsize: 32, queue: 134, observed: 2854, best-error: 0.01266174316406251 worst-error: 0.012760502137389293 SearchModels iteration 13> population: 16, bsize: 32, queue: 144, observed: 2998, best-error: 0.012656593322753915 worst-error: 0.012689413164671952 SearchModels iteration 14> population: 16, bsize: 32, queue: 128, observed: 3126, best-error: 0.012656593322753915 worst-error: 0.012668159611130289 SearchModels iteration 15> population: 16, bsize: 32, queue: 104, observed: 3230, best-error: 0.012656271457672128 worst-error: 0.012660658359527604 SearchModels iteration 16> population: 16, bsize: 32, queue: 91, observed: 3321, best-error: 0.012656271457672128 worst-error: 0.012657800316810618 SearchModels iteration 17> population: 16, bsize: 32, queue: 75, observed: 3396, best-error: 0.012656250596046458 worst-error: 0.012656734138727197 SearchModels iteration 18> population: 16, bsize: 32, queue: 79, observed: 3475, best-error: 0.012656250596046458 worst-error: 0.012656328827142726 SearchModels> stop by convergence error=(1.1125, 1.2376464843750001) => 0.012656259536743174, iter=19 (of 300) 1 => ((1.1125, 1.2376556396484375) => 0.012656250037252912) 2 => ((1.1125, 1.2376556396484377) => 0.012656250037252912) 3 => ((1.1125, 1.2376586914062502) => 0.012656250596046458) 4 => ((1.1125, 1.2376525878906253) => 0.012656251341104516) 5 => ((1.1125, 1.237652587890625) => 0.012656251341104516) 6 => ((1.1125, 1.2376602172851563) => 0.01265625157393516) 7 => ((1.1125, 1.2376602172851565) => 0.01265625157393516) 8 => ((1.1125, 1.237651062011719) => 0.01265625269152225) 9 => ((1.1125, 1.2376617431640626) => 0.012656253017485151) 10 => ((1.1125, 1.2376495361328126) => 0.01265625450760127) 11 => ((1.1125, 1.2376632690429688) => 0.012656254926696428) 12 => ((1.1125, 1.237663269042969) => 0.01265625492669643) 13 => ((1.1125, 1.2376480102539065) => 0.012656256789341578) 14 => ((1.1125, 1.2376480102539062) => 0.01265625678934158) 15 => ((1.1125, 1.237664794921875) => 0.012656257301568994) ===== 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: 175, observed: 1143, best-error: 0.02000000000000048 worst-error: 8.900000000000002 SearchModels iteration 2> population: 16, bsize: 32, queue: 158, observed: 1301, best-error: 0.02000000000000048 worst-error: 0.5281250000000004 SearchModels iteration 3> population: 16, bsize: 32, queue: 173, observed: 1474, best-error: 0.0006640625000000216 worst-error: 0.11628906249999951 SearchModels iteration 4> population: 16, bsize: 32, queue: 164, observed: 1638, best-error: 0.0006640625000000216 worst-error: 0.017851562499999557 SearchModels iteration 5> population: 16, bsize: 32, queue: 165, observed: 1803, best-error: 3.9215087890624794e-5 worst-error: 0.0031250000000000886 SearchModels iteration 6> population: 16, bsize: 32, queue: 150, observed: 1953, best-error: 0.0 worst-error: 0.00015869140625000486 SearchModels iteration 7> population: 16, bsize: 32, queue: 143, observed: 2096, best-error: 0.0 worst-error: 2.202093601227184e-5 SearchModels iteration 8> population: 16, bsize: 32, queue: 140, observed: 2236, best-error: 0.0 worst-error: 5.49618154764166e-6 SearchModels iteration 9> population: 16, bsize: 32, queue: 134, observed: 2370, best-error: 0.0 worst-error: 6.10388815402944e-7 SearchModels iteration 10> population: 16, bsize: 32, queue: 135, observed: 2505, best-error: 0.0 worst-error: 1.5259021893142693e-7 SearchModels iteration 11> population: 16, bsize: 32, queue: 127, observed: 2632, best-error: 0.0 worst-error: 3.814711817542159e-8 SearchModels> stop by convergence error=(0.9998535156249999, 0.9997070312499999) => 2.1457718162335296e-8, iter=12 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0, 0.9999999999999999) => 1.232595164407831e-30) 3 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 4 => ((0.999951171875, 0.9999023437500001) => 2.3841863594454512e-9) 5 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) 6 => ((0.999951171875, 0.9999023437499999) => 2.384186359445557e-9) 7 => ((0.9999511718749999, 0.99990234375) => 2.3841863594562406e-9) 8 => ((0.9999511718749999, 0.9999023437499999) => 2.3841863594562935e-9) 9 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) 10 => ((1.00009765625, 1.0001953124999998) => 9.536752258992187e-9) 11 => ((0.9999023437500001, 0.9998046875) => 9.53675225899261e-9) 12 => ((0.99990234375, 0.9998046875) => 9.53675225901387e-9) 13 => ((0.9998535156250001, 0.99970703125) => 2.1457718162271672e-8) 14 => ((0.9998535156250001, 0.9997070312499999) => 2.145771816227215e-8) 15 => ((0.999853515625, 0.99970703125) => 2.1457718162303244e-8) Test Summary: | Total Time SearchModels.jl | 0 2.5s Testing SearchModels tests passed Testing completed after 20.42s PkgEval succeeded after 58.48s