Package evaluation to test SearchModels on Julia 1.14.0-DEV.1640 (5532bea546*) started at 2026-01-30T07:24:06.419 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 10.66s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [0e966ebe] + SearchModels v0.5.0 Updating `~/.julia/environments/v1.14/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 [ac6e5ff7] + JuliaSyntaxHighlighting v1.13.0 [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 v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [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 v0.3.30+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.15.0+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 To see why use `status --outdated -m` Installation completed after 1.13s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 3048.7 ms ✓ SearchModels 1 dependency successfully precompiled in 3 seconds. 30 already precompiled. Precompilation completed after 17.75s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_jvKslP/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_jvKslP/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 [ac6e5ff7] JuliaSyntaxHighlighting v1.13.0 [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 v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [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 v0.3.30+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.15.0+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: 62, observed: 362, best-error: 59899.15001449711 worst-error: 978105.3517402905 SearchModels iteration 2> population: 16, bsize: 64, queue: 61, observed: 423, best-error: 8345.1486228789 worst-error: 112724.0320307552 SearchModels iteration 3> population: 16, bsize: 64, queue: 57, observed: 480, best-error: 289.147674984963 worst-error: 11849.914917333916 SearchModels iteration 4> population: 16, bsize: 64, queue: 55, observed: 535, best-error: 89.45060105996254 worst-error: 2990.305448368929 SearchModels iteration 5> population: 16, bsize: 64, queue: 59, observed: 594, best-error: 76.08032636446715 worst-error: 441.50559600560604 SearchModels iteration 6> population: 16, bsize: 64, queue: 55, observed: 649, best-error: 26.695752246437742 worst-error: 144.71773774620308 SearchModels iteration 7> population: 16, bsize: 64, queue: 55, observed: 704, best-error: 8.970127203333924 worst-error: 52.61206917500415 SearchModels iteration 8> population: 16, bsize: 64, queue: 56, observed: 760, best-error: 5.290217807747794 worst-error: 18.839009815918164 SearchModels iteration 9> population: 16, bsize: 64, queue: 56, observed: 816, best-error: 3.8669561039372184 worst-error: 8.48955758993855 SearchModels iteration 10> population: 16, bsize: 64, queue: 59, observed: 875, best-error: 2.7074205906430997 worst-error: 5.107310804002374 SearchModels iteration 11> population: 16, bsize: 64, queue: 54, observed: 929, best-error: 2.392302093516969 worst-error: 3.939396375590819 SearchModels iteration 12> population: 16, bsize: 64, queue: 58, observed: 987, best-error: 2.108733525675978 worst-error: 2.9955912575492483 SearchModels iteration 13> population: 16, bsize: 64, queue: 57, observed: 1044, best-error: 1.1977893301765732 worst-error: 2.4695780078999867 SearchModels iteration 14> population: 16, bsize: 64, queue: 60, observed: 1104, best-error: 1.1977893301765732 worst-error: 1.681624237537037 SearchModels iteration 15> population: 16, bsize: 64, queue: 62, observed: 1166, best-error: 1.1351050452219018 worst-error: 1.3162481891906477 SearchModels iteration 16> population: 16, bsize: 64, queue: 61, observed: 1227, best-error: 1.0011586690615366 worst-error: 1.1944654127330587 SearchModels iteration 17> population: 16, bsize: 64, queue: 56, observed: 1283, best-error: 0.9694961570770061 worst-error: 1.0894161345736921 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1342, best-error: 0.9636456308265282 worst-error: 1.0255775064217214 SearchModels iteration 19> population: 16, bsize: 64, queue: 57, observed: 1399, best-error: 0.9636456308265282 worst-error: 0.9918001133312788 SearchModels iteration 20> population: 16, bsize: 64, queue: 54, observed: 1453, best-error: 0.9613851733592078 worst-error: 0.9731769623339981 SearchModels iteration 21> population: 16, bsize: 64, queue: 55, observed: 1508, best-error: 0.9613851733592078 worst-error: 0.9674666279465688 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1566, best-error: 0.9602751912090717 worst-error: 0.9632988740007115 SearchModels iteration 23> population: 16, bsize: 64, queue: 60, observed: 1626, best-error: 0.9602751912090717 worst-error: 0.9615087950271687 SearchModels iteration 24> population: 16, bsize: 64, queue: 59, observed: 1685, best-error: 0.9601310030847306 worst-error: 0.960931075795587 SearchModels iteration 25> population: 16, bsize: 64, queue: 54, observed: 1739, best-error: 0.9601310030847306 worst-error: 0.9606608542504474 SearchModels iteration 26> population: 16, bsize: 64, queue: 58, observed: 1797, best-error: 0.9586150683862164 worst-error: 0.9603721936799369 SearchModels iteration 27> population: 16, bsize: 64, queue: 58, observed: 1855, best-error: 0.9579209420527878 worst-error: 0.9602350139181088 SearchModels iteration 28> population: 16, bsize: 64, queue: 57, observed: 1912, best-error: 0.9577144018589188 worst-error: 0.9586806904609322 SearchModels iteration 29> population: 16, bsize: 64, queue: 56, observed: 1968, best-error: 0.9577144018589188 worst-error: 0.9580556404898342 SearchModels iteration 30> population: 16, bsize: 64, queue: 57, observed: 2025, best-error: 0.9576155278358487 worst-error: 0.9578405177244015 SearchModels iteration 31> population: 16, bsize: 64, queue: 59, observed: 2084, best-error: 0.9576155278358487 worst-error: 0.9577741804628435 SearchModels iteration 32> population: 16, bsize: 64, queue: 59, observed: 2143, best-error: 0.9561141009387485 worst-error: 0.9576993067583647 SearchModels iteration 33> population: 16, bsize: 64, queue: 59, observed: 2202, best-error: 0.956098443226204 worst-error: 0.9576535752272017 SearchModels iteration 34> population: 16, bsize: 64, queue: 58, observed: 2260, best-error: 0.956098443226204 worst-error: 0.9576212548662117 SearchModels iteration 35> population: 16, bsize: 64, queue: 55, observed: 2315, best-error: 0.956098443226204 worst-error: 0.9568633363495002 SearchModels iteration 36> population: 16, bsize: 64, queue: 59, observed: 2374, best-error: 0.956098443226204 worst-error: 0.9564759683111883 SearchModels iteration 37> population: 16, bsize: 64, queue: 57, observed: 2431, best-error: 0.9547461447580743 worst-error: 0.9562862039864282 SearchModels iteration 38> population: 16, bsize: 64, queue: 58, observed: 2489, best-error: 0.9547461447580743 worst-error: 0.9561496928133079 SearchModels iteration 39> population: 16, bsize: 64, queue: 57, observed: 2546, best-error: 0.954216853799975 worst-error: 0.9557563211835362 SearchModels iteration 40> population: 16, bsize: 64, queue: 61, observed: 2607, best-error: 0.954216853799975 worst-error: 0.955287370957007 SearchModels iteration 41> population: 16, bsize: 64, queue: 61, observed: 2668, best-error: 0.9535249413111568 worst-error: 0.9548136248244091 SearchModels iteration 42> population: 16, bsize: 64, queue: 62, observed: 2730, best-error: 0.9535249413111568 worst-error: 0.9542490713390309 SearchModels iteration 43> population: 16, bsize: 64, queue: 55, observed: 2785, best-error: 0.9530571771827011 worst-error: 0.953797569998452 SearchModels iteration 44> population: 16, bsize: 64, queue: 58, observed: 2843, best-error: 0.9530571771827011 worst-error: 0.9536016259548402 SearchModels iteration 45> population: 16, bsize: 64, queue: 57, observed: 2900, best-error: 0.9530571771827011 worst-error: 0.9534394440143115 SearchModels iteration 46> population: 16, bsize: 64, queue: 57, observed: 2957, best-error: 0.9530571771827011 worst-error: 0.9533278465762584 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3015, best-error: 0.9523350061263199 worst-error: 0.9532831644481722 SearchModels iteration 48> population: 16, bsize: 64, queue: 55, observed: 3070, best-error: 0.9523074884030585 worst-error: 0.9532245983302171 SearchModels iteration 49> population: 16, bsize: 64, queue: 56, observed: 3126, best-error: 0.9523074884030585 worst-error: 0.953168707848319 SearchModels iteration 50> population: 16, bsize: 64, queue: 59, observed: 3185, best-error: 0.9523074884030585 worst-error: 0.9527714682928489 SearchModels iteration 51> population: 16, bsize: 64, queue: 57, observed: 3242, best-error: 0.951842232915194 worst-error: 0.9525612668203749 SearchModels iteration 52> population: 16, bsize: 64, queue: 57, observed: 3299, best-error: 0.9516334637108812 worst-error: 0.9524200361297699 SearchModels iteration 53> population: 16, bsize: 64, queue: 54, observed: 3353, best-error: 0.9516334637108812 worst-error: 0.9520744024413637 SearchModels iteration 54> population: 16, bsize: 64, queue: 54, observed: 3407, best-error: 0.9511898941589416 worst-error: 0.9518162518529629 SearchModels iteration 55> population: 16, bsize: 64, queue: 57, observed: 3464, best-error: 0.9511898941589416 worst-error: 0.9516334637108812 SearchModels iteration 56> population: 16, bsize: 64, queue: 60, observed: 3524, best-error: 0.9507641821866758 worst-error: 0.9514606938038515 SearchModels iteration 57> population: 16, bsize: 64, queue: 58, observed: 3582, best-error: 0.9504347533916627 worst-error: 0.951341575239548 SearchModels iteration 58> population: 16, bsize: 64, queue: 62, observed: 3644, best-error: 0.9504347533916627 worst-error: 0.9511368121014621 SearchModels iteration 59> population: 16, bsize: 64, queue: 58, observed: 3702, best-error: 0.9504347533916627 worst-error: 0.9507641821866758 SearchModels iteration 60> population: 16, bsize: 64, queue: 55, observed: 3757, best-error: 0.9504347533916627 worst-error: 0.9506075595309494 SearchModels iteration 61> population: 16, bsize: 64, queue: 57, observed: 3814, best-error: 0.9498952737983161 worst-error: 0.9505337832878906 SearchModels iteration 62> population: 16, bsize: 64, queue: 60, observed: 3874, best-error: 0.9492306059222346 worst-error: 0.9504825789431528 SearchModels iteration 63> population: 16, bsize: 64, queue: 59, observed: 3933, best-error: 0.9492306059222346 worst-error: 0.9501803953554588 SearchModels iteration 64> population: 16, bsize: 64, queue: 57, observed: 3990, best-error: 0.9492306059222346 worst-error: 0.9499315598264307 SearchModels iteration 65> population: 16, bsize: 64, queue: 56, observed: 4046, best-error: 0.9492306059222346 worst-error: 0.9497368445740287 SearchModels iteration 66> population: 16, bsize: 64, queue: 57, observed: 4103, best-error: 0.9492306059222346 worst-error: 0.9495206265244591 SearchModels iteration 67> population: 16, bsize: 64, queue: 55, observed: 4158, best-error: 0.9427723535234338 worst-error: 0.9493497146360405 SearchModels iteration 68> population: 16, bsize: 64, queue: 63, observed: 4221, best-error: 0.9426073235134247 worst-error: 0.944270241646541 SearchModels iteration 69> population: 16, bsize: 64, queue: 56, observed: 4277, best-error: 0.9424276561576741 worst-error: 0.942820308591341 SearchModels iteration 70> population: 16, bsize: 64, queue: 58, observed: 4335, best-error: 0.9424276561576741 worst-error: 0.9426690292519397 SearchModels iteration 71> population: 16, bsize: 64, queue: 59, observed: 4394, best-error: 0.9424183899614169 worst-error: 0.9425921603313294 SearchModels iteration 72> population: 16, bsize: 64, queue: 60, observed: 4454, best-error: 0.9424183899614169 worst-error: 0.9424712416983453 SearchModels iteration 73> population: 16, bsize: 64, queue: 56, observed: 4510, best-error: 0.9423996669087 worst-error: 0.9424374162112095 SearchModels iteration 74> population: 16, bsize: 64, queue: 58, observed: 4568, best-error: 0.9423996669087 worst-error: 0.9424213583759281 SearchModels iteration 75> population: 16, bsize: 64, queue: 58, observed: 4626, best-error: 0.9423996669087 worst-error: 0.9424147433498195 SearchModels iteration 76> population: 16, bsize: 64, queue: 58, observed: 4684, best-error: 0.9423996669087 worst-error: 0.9424072653354032 SearchModels iteration 77> population: 16, bsize: 64, queue: 58, observed: 4742, best-error: 0.9423996669087 worst-error: 0.9424040534020934 SearchModels iteration 78> population: 16, bsize: 64, queue: 59, observed: 4801, best-error: 0.9423996669087 worst-error: 0.942402546066665 SearchModels iteration 79> population: 16, bsize: 64, queue: 64, observed: 4865, best-error: 0.9420783701613292 worst-error: 0.94240174741731 SearchModels iteration 80> population: 16, bsize: 64, queue: 57, observed: 4922, best-error: 0.9420783701613292 worst-error: 0.9424011143310782 SearchModels iteration 81> population: 16, bsize: 64, queue: 62, observed: 4984, best-error: 0.9420783701613292 worst-error: 0.9423197434337857 SearchModels iteration 82> population: 16, bsize: 64, queue: 57, observed: 5041, best-error: 0.9417744369993448 worst-error: 0.942239233774098 SearchModels iteration 83> population: 16, bsize: 64, queue: 56, observed: 5097, best-error: 0.9417744369993448 worst-error: 0.9421585987163109 SearchModels iteration 84> population: 16, bsize: 64, queue: 60, observed: 5157, best-error: 0.9417744369993448 worst-error: 0.9420241119723488 SearchModels iteration 85> population: 16, bsize: 64, queue: 58, observed: 5215, best-error: 0.9416063526677971 worst-error: 0.9419282478377753 SearchModels iteration 86> population: 16, bsize: 64, queue: 57, observed: 5272, best-error: 0.9416063526677971 worst-error: 0.9418500553258811 SearchModels iteration 87> population: 16, bsize: 64, queue: 60, observed: 5332, best-error: 0.9416063526677971 worst-error: 0.9417352783718353 SearchModels iteration 88> population: 16, bsize: 64, queue: 60, observed: 5392, best-error: 0.9414566859900111 worst-error: 0.9416838148756109 SearchModels iteration 89> population: 16, bsize: 64, queue: 59, observed: 5451, best-error: 0.9414566859900111 worst-error: 0.9416605210541313 SearchModels iteration 90> population: 16, bsize: 64, queue: 58, observed: 5509, best-error: 0.9414566859900111 worst-error: 0.9416111617913304 SearchModels iteration 91> population: 16, bsize: 64, queue: 60, observed: 5569, best-error: 0.9411961343582355 worst-error: 0.9415562632139676 SearchModels iteration 92> population: 16, bsize: 64, queue: 57, observed: 5626, best-error: 0.940917765380346 worst-error: 0.941512844159602 SearchModels iteration 93> population: 16, bsize: 64, queue: 61, observed: 5687, best-error: 0.8111106361522552 worst-error: 0.9414305533257237 SearchModels iteration 94> population: 16, bsize: 64, queue: 61, observed: 5748, best-error: 0.7963379757163846 worst-error: 0.843542391397649 SearchModels iteration 95> population: 16, bsize: 64, queue: 60, observed: 5808, best-error: 0.7963379757163846 worst-error: 0.8111562253259904 SearchModels iteration 96> population: 16, bsize: 64, queue: 57, observed: 5865, best-error: 0.7963379757163846 worst-error: 0.8081347034730393 SearchModels iteration 97> population: 16, bsize: 64, queue: 59, observed: 5924, best-error: 0.7963379757163846 worst-error: 0.8054735282653449 SearchModels iteration 98> population: 16, bsize: 64, queue: 60, observed: 5984, best-error: 0.7963379757163846 worst-error: 0.8025381544699861 SearchModels iteration 99> population: 16, bsize: 64, queue: 60, observed: 6044, best-error: 0.7880628069005242 worst-error: 0.7999535600820548 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.5721616970877582, 0.7172154697918013, 0.1899345334393303, 0.17434307740850652, 0.3305044672205022] 1 => ([-0.11215797186951662, 0.3830070076342694, 0.23866746562565233, 0.17905371342036383, 0.3300037395428463] => 0.7843803427249295) 2 => ([-0.11220457305024856, 0.3827248523670864, 0.23866746666939803, 0.17906819379658606, 0.33000373954284634] => 0.7856608663276308) 3 => ([-0.1124082022422204, 0.38092142027434817, 0.23684395746569076, 0.17901027229169755, 0.3300037395428464] => 0.7880628069005242) 4 => ([-0.1135322842646426, 0.38473063447709166, 0.23449896778781262, 0.17901027229169755, 0.3300037395428464] => 0.7913895615818675) 5 => ([-0.11220363677895405, 0.37946472568528133, 0.23714995719016674, 0.17903923304414182, 0.33000373954284634] => 0.7928839960937075) 6 => ([-0.11170308395915662, 0.37924667939426027, 0.23714995689830698, 0.17902443088178138, 0.33000373954284634] => 0.7935338159428446) 7 => ([-0.11228062705441935, 0.3792160564737538, 0.23714995705327035, 0.17903907215107268, 0.33000373954284634] => 0.7937938093071496) 8 => ([-0.11201164690055865, 0.37886111622672425, 0.2380617116662429, 0.17906063182233672, 0.33000373954284634] => 0.7960815931442007) 9 => ([-0.11186532193160066, 0.3785073734096173, 0.23745595770683348, 0.1790675502243096, 0.3300037395428464] => 0.7963379757163846) 10 => ([-0.1120349474909246, 0.3787214354013861, 0.23806171218811575, 0.17906787201044783, 0.33000373954284634] => 0.796641338376474) 11 => ([-0.11207852159260216, 0.3786114450700228, 0.23806171127014752, 0.17906095360847496, 0.33000373954284634] => 0.7969796363702121) 12 => ([-0.11208809531410784, 0.3785962988733623, 0.23806171142233154, 0.17906819379658603, 0.33000373954284634] => 0.7970935480919945) 13 => ([-0.11215797186951662, 0.3792148590438311, 0.23866746562565233, 0.17905371342036383, 0.3300037395428463] => 0.7973130634137167) 14 => ([-0.11216446666166897, 0.3791993797290808, 0.23866746567568542, 0.17906111450154405, 0.3300037395428463] => 0.7974311106006047) 15 => ([-0.11210490111232145, 0.37847209736277454, 0.2380617118941713, 0.17906803290351694, 0.33000373954284634] => 0.7975328246354532) Test Summary: | Total Time SearchModels.jl | 0 7.1s ===== 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: 171, observed: 1135, best-error: 0.32000000000000195 worst-error: 10.899999999999983 SearchModels iteration 2> population: 16, bsize: 32, queue: 170, observed: 1305, best-error: 0.32000000000000195 worst-error: 4.0 SearchModels iteration 3> population: 16, bsize: 32, queue: 165, observed: 1470, best-error: 0.0031249999999997335 worst-error: 0.6037890624999946 SearchModels iteration 4> population: 16, bsize: 32, queue: 175, observed: 1645, best-error: 0.0031249999999997335 worst-error: 0.13511962890625043 SearchModels iteration 5> population: 16, bsize: 32, queue: 174, observed: 1819, best-error: 0.0031249999999997335 worst-error: 0.0730102539062499 SearchModels iteration 6> population: 16, bsize: 32, queue: 182, observed: 2001, best-error: 0.0031249999999997335 worst-error: 0.049999999999999996 SearchModels iteration 7> population: 16, bsize: 32, queue: 178, observed: 2179, best-error: 0.0031249999999997335 worst-error: 0.029535531997680664 SearchModels iteration 8> population: 16, bsize: 32, queue: 184, observed: 2363, best-error: 0.0031249999999997335 worst-error: 0.01721728209406128 SearchModels iteration 9> population: 16, bsize: 32, queue: 182, observed: 2545, best-error: 0.0031249999999997335 worst-error: 0.010355234146118438 SearchModels iteration 10> population: 16, bsize: 32, queue: 183, observed: 2728, best-error: 0.0031249999999997335 worst-error: 0.006171164549887346 SearchModels iteration 11> population: 16, bsize: 32, queue: 179, observed: 2907, best-error: 0.0031249999999997335 worst-error: 0.0047974189031901706 SearchModels iteration 12> population: 16, bsize: 32, queue: 185, observed: 3092, best-error: 0.0031249999999997335 worst-error: 0.0039062499999999722 SearchModels iteration 13> population: 16, bsize: 32, queue: 179, observed: 3271, best-error: 0.0031249999999997335 worst-error: 0.0033558958540566832 SearchModels iteration 14> population: 16, bsize: 32, queue: 170, observed: 3441, best-error: 0.003098558143392416 worst-error: 0.0031851528802605733 SearchModels iteration 15> population: 16, bsize: 32, queue: 179, observed: 3620, best-error: 0.0027849869471515518 worst-error: 0.003069115218704076 SearchModels iteration 16> population: 16, bsize: 32, queue: 166, observed: 3786, best-error: 0.0027849869471515518 worst-error: 0.0029331995692615733 SearchModels iteration 17> population: 16, bsize: 32, queue: 152, observed: 3938, best-error: 0.0027849869471515518 worst-error: 0.002838260462714272 SearchModels iteration 18> population: 16, bsize: 32, queue: 149, observed: 4087, best-error: 0.002783505432669265 worst-error: 0.002791304921834041 SearchModels iteration 19> population: 16, bsize: 32, queue: 145, observed: 4232, best-error: 0.002783505432669265 worst-error: 0.002785831416345471 SearchModels iteration 20> population: 16, bsize: 32, queue: 123, observed: 4355, best-error: 0.002783490587896744 worst-error: 0.00278417326412945 SearchModels iteration 21> population: 16, bsize: 32, queue: 94, observed: 4449, best-error: 0.002783489976898203 worst-error: 0.0027835409060549183 SearchModels> stop by convergence error=(1.0527587890624999, 1.108306121826172) => 0.002783492377509469, iter=22 (of 300) 1 => ((1.0527587890624999, 1.108301544189453) => 0.0027834898460219154) 2 => ((1.0527587890624999, 1.1083003997802736) => 0.0027834898679862125) 3 => ((1.0527587890624999, 1.108300018310547) => 0.0027834899335153055) 4 => ((1.0527587890624999, 1.1083023071289064) => 0.002783489976898203) 5 => ((1.0527587890624999, 1.108302688598633) => 0.0027834900859920924) 6 => ((1.0527587890624999, 1.1082992553710938) => 0.0027834901518849833) 7 => ((1.0527587890624999, 1.1083030700683596) => 0.0027834902241898126) 8 => ((1.0527587890624999, 1.1083030700683594) => 0.0027834902241898126) 9 => ((1.0527587890624999, 1.1083038330078125) => 0.002783490587896744) 10 => ((1.0527587890624999, 1.1083042144775392) => 0.002783490813405955) 11 => ((1.0527587890624999, 1.108304214477539) => 0.002783490813405955) 12 => ((1.0527587890624999, 1.1083045959472657) => 0.002783491068018997) 13 => ((1.0527587890624999, 1.1082973480224612) => 0.002783491207126211) 14 => ((1.0527587890624999, 1.1082962036132815) => 0.002783492189516913) 15 => ((1.0527587890624999, 1.1082962036132813) => 0.0027834921895169133) ===== 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: 174, observed: 1145, best-error: 2.02 worst-error: 40.10000000000001 SearchModels iteration 2> population: 16, bsize: 32, queue: 170, observed: 1315, best-error: 0.16999999999999904 worst-error: 4.820000000000002 SearchModels iteration 3> population: 16, bsize: 32, queue: 171, observed: 1486, best-error: 0.16999999999999904 worst-error: 1.3531249999999997 SearchModels iteration 4> population: 16, bsize: 32, queue: 181, observed: 1667, best-error: 0.06011962890625003 worst-error: 0.7231249999999999 SearchModels iteration 5> population: 16, bsize: 32, queue: 180, observed: 1847, best-error: 0.06011962890625003 worst-error: 0.2874488830566406 SearchModels iteration 6> population: 16, bsize: 32, queue: 172, observed: 2019, best-error: 0.06011962890625003 worst-error: 0.1699999999999985 SearchModels iteration 7> population: 16, bsize: 32, queue: 173, observed: 2192, best-error: 0.01062499999999988 worst-error: 0.10000000000000125 SearchModels iteration 8> population: 16, bsize: 32, queue: 178, observed: 2370, best-error: 0.01062499999999988 worst-error: 0.07056223694235061 SearchModels iteration 9> population: 16, bsize: 32, queue: 181, observed: 2551, best-error: 0.01062499999999988 worst-error: 0.0467698628082872 SearchModels iteration 10> population: 16, bsize: 32, queue: 184, observed: 2735, best-error: 0.01062499999999988 worst-error: 0.03318422153824938 SearchModels iteration 11> population: 16, bsize: 32, queue: 182, observed: 2917, best-error: 0.0010740756988525646 worst-error: 0.023582907309900678 SearchModels iteration 12> population: 16, bsize: 32, queue: 180, observed: 3097, best-error: 0.0010740756988525646 worst-error: 0.015285578821067142 SearchModels iteration 13> population: 16, bsize: 32, queue: 187, observed: 3284, best-error: 0.0010740756988525646 worst-error: 0.009811831975821188 SearchModels iteration 14> population: 16, bsize: 32, queue: 177, observed: 3461, best-error: 0.0010740756988525646 worst-error: 0.006995228038585911 SearchModels iteration 15> population: 16, bsize: 32, queue: 176, observed: 3637, best-error: 0.00014559815414604498 worst-error: 0.004037140654291465 SearchModels iteration 16> population: 16, bsize: 32, queue: 183, observed: 3820, best-error: 6.4720974504714654e-6 worst-error: 0.002185822637139144 SearchModels iteration 17> population: 16, bsize: 32, queue: 181, observed: 4001, best-error: 6.4720974504714654e-6 worst-error: 0.00017492357294018917 SearchModels iteration 18> population: 16, bsize: 32, queue: 185, observed: 4186, best-error: 5.545559547600921e-6 worst-error: 3.440569081684665e-5 SearchModels iteration 19> population: 16, bsize: 32, queue: 185, observed: 4371, best-error: 6.329902706873097e-8 worst-error: 6.561983747527298e-6 SearchModels iteration 20> population: 16, bsize: 32, queue: 185, observed: 4556, best-error: 1.5702767591304155e-8 worst-error: 7.540748487467729e-7 SearchModels iteration 21> population: 16, bsize: 32, queue: 191, observed: 4747, best-error: 1.4906387093650208e-8 worst-error: 1.4241361637462666e-7 SearchModels iteration 22> population: 16, bsize: 32, queue: 177, observed: 4924, best-error: 7.803459988332957e-10 worst-error: 1.1038846540531168e-8 SearchModels> stop by convergence error=(0.9999937057495116, 0.9999847412109377) => 7.526825934475749e-10, iter=23 (of 300) 1 => ((0.9999942779541016, 0.9999885559082032) => 3.27418093710273e-11) 2 => ((0.9999916076660156, 0.9999832153320314) => 7.043127020209345e-11) 3 => ((0.9999917984008789, 0.9999828338623049) => 1.2548415348803724e-10) 4 => ((0.9999882698059082, 0.9999771118164065) => 1.7032351784202072e-10) 5 => ((1.0000112533569336, 1.0000232696533204) => 1.8482638136943537e-10) 6 => ((1.000013542175293, 1.000026321411133) => 2.416261590702786e-10) 7 => ((1.0000038146972656, 1.000006103515625) => 2.473869998226161e-10) 8 => ((1.0000147819519043, 1.0000289916992189) => 2.5127292216291686e-10) 9 => ((0.9999985694885254, 0.9999988555908205) => 2.9672194394419185e-10) 10 => ((0.9999809265136719, 0.999962615966797) => 4.2195004373000285e-10) 11 => ((1.0000104904174805, 1.0000190734863281) => 4.738887211428894e-10) 12 => ((0.9999918937683105, 0.9999858856201174) => 5.058788549378708e-10) 13 => ((0.9999773025512695, 0.9999538421630861) => 5.734604756172303e-10) 14 => ((0.9999876976013184, 0.9999732971191408) => 5.916079598364066e-10) 15 => ((1.0000170707702636, 1.0000320434570313) => 7.317289224015727e-10) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 16.72s PkgEval succeeded after 56.11s