Package evaluation of SearchModels on Julia 1.10.9 (96dc2d8c45*) started at 2025-06-06T13:54:48.289 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 5.3s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.10/Project.toml` [0e966ebe] + SearchModels v0.4.1 Updating `~/.julia/environments/v1.10/Manifest.toml` [34da2185] + Compat v4.16.0 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [ffbed154] + DocStringExtensions v0.9.4 [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 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [3a884ed6] + UnPack v1.0.2 [56f22d72] + Artifacts [2a0f44e3] + Base64 [ade2ca70] + Dates [8ba89e20] + Distributed [b77e0a4c] + InteractiveUtils [8f399da3] + Libdl [37e2e46d] + LinearAlgebra [d6f4376e] + Markdown [de0858da] + Printf [9a3f8284] + Random [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization [6462fe0b] + Sockets [2f01184e] + SparseArrays v1.10.0 [10745b16] + Statistics v1.10.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs [4ec0a83e] + Unicode [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [4536629a] + OpenBLAS_jll v0.3.23+4 [bea87d4a] + SuiteSparse_jll v7.2.1+1 [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 To see why use `status --outdated -m` Installation completed after 5.01s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 14.08s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_xklp2G/Project.toml` [d96e819e] Parameters v0.12.3 [0e966ebe] SearchModels v0.4.1 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed [9a3f8284] Random [8dfed614] Test Status `/tmp/jl_xklp2G/Manifest.toml` [34da2185] Compat v4.16.0 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.4 [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 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [3a884ed6] UnPack v1.0.2 [56f22d72] Artifacts [2a0f44e3] Base64 [ade2ca70] Dates [8ba89e20] Distributed [b77e0a4c] InteractiveUtils [8f399da3] Libdl [37e2e46d] LinearAlgebra [56ddb016] Logging [d6f4376e] Markdown [de0858da] Printf [9a3f8284] Random [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization [6462fe0b] Sockets [2f01184e] SparseArrays v1.10.0 [10745b16] Statistics v1.10.0 [fa267f1f] TOML v1.0.3 [8dfed614] Test [cf7118a7] UUIDs [4ec0a83e] Unicode [e66e0078] CompilerSupportLibraries_jll v1.1.1+0 [4536629a] OpenBLAS_jll v0.3.23+4 [bea87d4a] SuiteSparse_jll v7.2.1+1 [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: 50, observed: 350, best-error: 96511.96704871125 worst-error: 127369.71903685683 SearchModels iteration 2> population: 16, bsize: 64, queue: 50, observed: 400, best-error: 74487.70248937114 worst-error: 108144.52774728277 SearchModels iteration 3> population: 16, bsize: 64, queue: 57, observed: 457, best-error: 74252.06828464051 worst-error: 90173.00277205426 SearchModels iteration 4> population: 16, bsize: 64, queue: 46, observed: 503, best-error: 60274.77480847596 worst-error: 77438.72243063418 SearchModels iteration 5> population: 16, bsize: 64, queue: 53, observed: 556, best-error: 60274.77480847596 worst-error: 73237.28121371348 SearchModels iteration 6> population: 16, bsize: 64, queue: 49, observed: 605, best-error: 50529.03594319375 worst-error: 63087.7897235405 SearchModels iteration 7> population: 16, bsize: 64, queue: 55, observed: 660, best-error: 44829.822347138004 worst-error: 57288.93672162982 SearchModels iteration 8> population: 16, bsize: 64, queue: 54, observed: 714, best-error: 38077.97412550125 worst-error: 48834.389023415235 SearchModels iteration 9> population: 16, bsize: 64, queue: 56, observed: 770, best-error: 38066.60346950446 worst-error: 41866.56248808265 SearchModels iteration 10> population: 16, bsize: 64, queue: 46, observed: 816, best-error: 33177.12909578183 worst-error: 38400.14298191845 SearchModels iteration 11> population: 16, bsize: 64, queue: 53, observed: 869, best-error: 29476.35575486122 worst-error: 35561.70030391973 SearchModels iteration 12> population: 16, bsize: 64, queue: 56, observed: 925, best-error: 26962.138073288355 worst-error: 31676.75862650091 SearchModels iteration 13> population: 16, bsize: 64, queue: 52, observed: 977, best-error: 26962.138073288355 worst-error: 28800.801261269728 SearchModels iteration 14> population: 16, bsize: 64, queue: 56, observed: 1033, best-error: 25745.437577956058 worst-error: 27254.168346463735 SearchModels iteration 15> population: 16, bsize: 64, queue: 54, observed: 1087, best-error: 25436.270883621153 worst-error: 26202.45738405902 SearchModels iteration 16> population: 16, bsize: 64, queue: 57, observed: 1144, best-error: 25347.96435313852 worst-error: 25624.429135071146 SearchModels iteration 17> population: 16, bsize: 64, queue: 60, observed: 1204, best-error: 25347.96435313852 worst-error: 25454.736628372477 SearchModels iteration 18> population: 16, bsize: 64, queue: 58, observed: 1262, best-error: 25338.283165953173 worst-error: 25402.31368498819 SearchModels iteration 19> population: 16, bsize: 64, queue: 55, observed: 1317, best-error: 25338.283165953173 worst-error: 25373.303483692427 SearchModels iteration 20> population: 16, bsize: 64, queue: 57, observed: 1374, best-error: 25300.483102357488 worst-error: 25352.050397266274 SearchModels iteration 21> population: 16, bsize: 64, queue: 55, observed: 1429, best-error: 25283.27208793285 worst-error: 25338.283165953173 SearchModels iteration 22> population: 16, bsize: 64, queue: 55, observed: 1484, best-error: 25274.779602933097 worst-error: 25312.7193483629 SearchModels iteration 23> population: 16, bsize: 64, queue: 55, observed: 1539, best-error: 25274.779602933097 worst-error: 25290.822070012087 SearchModels iteration 24> population: 16, bsize: 64, queue: 54, observed: 1593, best-error: 25245.31104373713 worst-error: 25278.087758312842 SearchModels iteration 25> population: 16, bsize: 64, queue: 52, observed: 1645, best-error: 25212.319317551595 worst-error: 25257.291493179688 SearchModels iteration 26> population: 16, bsize: 64, queue: 54, observed: 1699, best-error: 25212.319317551595 worst-error: 25245.50028112274 SearchModels iteration 27> population: 16, bsize: 64, queue: 49, observed: 1748, best-error: 25204.93065224969 worst-error: 25227.508763142283 SearchModels iteration 28> population: 16, bsize: 64, queue: 57, observed: 1805, best-error: 25183.888782931594 worst-error: 25216.165578117183 SearchModels iteration 29> population: 16, bsize: 64, queue: 52, observed: 1857, best-error: 25152.88942276311 worst-error: 25201.0524824105 SearchModels iteration 30> population: 16, bsize: 64, queue: 57, observed: 1914, best-error: 25152.88942276311 worst-error: 25186.998514346695 SearchModels iteration 31> population: 16, bsize: 64, queue: 50, observed: 1964, best-error: 25146.1690834454 worst-error: 25176.735412739137 SearchModels iteration 32> population: 16, bsize: 64, queue: 54, observed: 2018, best-error: 25122.2531859534 worst-error: 25163.010909901725 SearchModels iteration 33> population: 16, bsize: 64, queue: 56, observed: 2074, best-error: 25110.10253620759 worst-error: 25147.802060156893 SearchModels iteration 34> population: 16, bsize: 64, queue: 55, observed: 2129, best-error: 25110.10253620759 worst-error: 25137.742382893768 SearchModels iteration 35> population: 16, bsize: 64, queue: 58, observed: 2187, best-error: 25089.742431418366 worst-error: 25121.3348560485 SearchModels iteration 36> population: 16, bsize: 64, queue: 60, observed: 2247, best-error: 25083.1196051806 worst-error: 25102.903079976833 SearchModels iteration 37> population: 16, bsize: 64, queue: 52, observed: 2299, best-error: 25058.280437414334 worst-error: 25092.835026967226 SearchModels iteration 38> population: 16, bsize: 64, queue: 54, observed: 2353, best-error: 25054.693792622515 worst-error: 25085.340417537358 SearchModels iteration 39> population: 16, bsize: 64, queue: 52, observed: 2405, best-error: 25028.62072905244 worst-error: 25063.460259422864 SearchModels iteration 40> population: 16, bsize: 64, queue: 58, observed: 2463, best-error: 25019.111262784943 worst-error: 25050.417751218814 SearchModels iteration 41> population: 16, bsize: 64, queue: 59, observed: 2522, best-error: 25014.649509353072 worst-error: 25031.982666057622 SearchModels iteration 42> population: 16, bsize: 64, queue: 53, observed: 2575, best-error: 24990.38260552113 worst-error: 25022.347594222312 SearchModels iteration 43> population: 16, bsize: 64, queue: 52, observed: 2627, best-error: 24989.112084432967 worst-error: 25012.580019096746 SearchModels iteration 44> population: 16, bsize: 64, queue: 55, observed: 2682, best-error: 24967.157616258664 worst-error: 24999.251705443687 SearchModels iteration 45> population: 16, bsize: 64, queue: 47, observed: 2729, best-error: 24952.952783325858 worst-error: 24992.806409809244 SearchModels iteration 46> population: 16, bsize: 64, queue: 57, observed: 2786, best-error: 24944.750872684253 worst-error: 24974.405030425252 SearchModels iteration 47> population: 16, bsize: 64, queue: 57, observed: 2843, best-error: 24920.866427443652 worst-error: 24960.052288597908 SearchModels iteration 48> population: 16, bsize: 64, queue: 51, observed: 2894, best-error: 24920.866427443652 worst-error: 24944.101222432764 SearchModels iteration 49> population: 16, bsize: 64, queue: 56, observed: 2950, best-error: 24894.220674510045 worst-error: 24933.521788083657 SearchModels iteration 50> population: 16, bsize: 64, queue: 54, observed: 3004, best-error: 24894.220674510045 worst-error: 24923.101935645802 SearchModels iteration 51> population: 16, bsize: 64, queue: 54, observed: 3058, best-error: 24877.636282778258 worst-error: 24909.22459981341 SearchModels iteration 52> population: 16, bsize: 64, queue: 54, observed: 3112, best-error: 24877.437044294453 worst-error: 24898.582237462204 SearchModels iteration 53> population: 16, bsize: 64, queue: 54, observed: 3166, best-error: 24855.991571014845 worst-error: 24879.900132159662 SearchModels iteration 54> population: 16, bsize: 64, queue: 58, observed: 3224, best-error: 24847.748935042706 worst-error: 24865.134287118042 SearchModels iteration 55> population: 16, bsize: 64, queue: 57, observed: 3281, best-error: 24823.02978928137 worst-error: 24852.87309488923 SearchModels iteration 56> population: 16, bsize: 64, queue: 54, observed: 3335, best-error: 24809.81486681608 worst-error: 24834.52454255493 SearchModels iteration 57> population: 16, bsize: 64, queue: 55, observed: 3390, best-error: 24787.89414152442 worst-error: 24823.36296919671 SearchModels iteration 58> population: 16, bsize: 64, queue: 53, observed: 3443, best-error: 24780.16720870914 worst-error: 24809.686796886275 SearchModels iteration 59> population: 16, bsize: 64, queue: 54, observed: 3497, best-error: 24767.417485258207 worst-error: 24794.506309183795 SearchModels iteration 60> population: 16, bsize: 64, queue: 60, observed: 3557, best-error: 24743.31239558622 worst-error: 24782.769367691017 SearchModels iteration 61> population: 16, bsize: 64, queue: 52, observed: 3609, best-error: 24741.409066801505 worst-error: 24761.530970911255 SearchModels iteration 62> population: 16, bsize: 64, queue: 57, observed: 3666, best-error: 24718.826906719867 worst-error: 24745.116909812452 SearchModels iteration 63> population: 16, bsize: 64, queue: 52, observed: 3718, best-error: 24694.972169181332 worst-error: 24730.056628499606 SearchModels iteration 64> population: 16, bsize: 64, queue: 56, observed: 3774, best-error: 24673.73140729921 worst-error: 24717.95083832883 SearchModels iteration 65> population: 16, bsize: 64, queue: 55, observed: 3829, best-error: 24671.25681465425 worst-error: 24698.896453620288 SearchModels iteration 66> population: 16, bsize: 64, queue: 54, observed: 3883, best-error: 24665.89335421078 worst-error: 24683.00708011154 SearchModels iteration 67> population: 16, bsize: 64, queue: 57, observed: 3940, best-error: 24645.30789815479 worst-error: 24671.709617705696 SearchModels iteration 68> population: 16, bsize: 64, queue: 59, observed: 3999, best-error: 24630.207564760796 worst-error: 24659.416491174492 SearchModels iteration 69> population: 16, bsize: 64, queue: 54, observed: 4053, best-error: 24626.585583504453 worst-error: 24645.64873532961 SearchModels iteration 70> population: 16, bsize: 64, queue: 57, observed: 4110, best-error: 24611.3925852452 worst-error: 24635.364787859777 SearchModels iteration 71> population: 16, bsize: 64, queue: 60, observed: 4170, best-error: 24591.153793447007 worst-error: 24621.998464177534 SearchModels iteration 72> population: 16, bsize: 64, queue: 52, observed: 4222, best-error: 24587.79816080035 worst-error: 24605.597563739037 SearchModels iteration 73> population: 16, bsize: 64, queue: 54, observed: 4276, best-error: 24584.43528603546 worst-error: 24593.521195016583 SearchModels iteration 74> population: 16, bsize: 64, queue: 48, observed: 4324, best-error: 24547.900050159817 worst-error: 24584.798392191864 SearchModels iteration 75> population: 16, bsize: 64, queue: 55, observed: 4379, best-error: 24547.900050159817 worst-error: 24567.82062142221 SearchModels iteration 76> population: 16, bsize: 64, queue: 56, observed: 4435, best-error: 24537.543708855606 worst-error: 24558.62938732816 SearchModels iteration 77> population: 16, bsize: 64, queue: 55, observed: 4490, best-error: 24526.234292940797 worst-error: 24542.094795235556 SearchModels iteration 78> population: 16, bsize: 64, queue: 53, observed: 4543, best-error: 24507.149772498433 worst-error: 24534.69442512415 SearchModels iteration 79> population: 16, bsize: 64, queue: 59, observed: 4602, best-error: 24507.149772498433 worst-error: 24524.76352851293 SearchModels iteration 80> population: 16, bsize: 64, queue: 53, observed: 4655, best-error: 24486.119165241464 worst-error: 24512.830275748223 SearchModels iteration 81> population: 16, bsize: 64, queue: 54, observed: 4709, best-error: 24480.638055976757 worst-error: 24501.93412744382 SearchModels iteration 82> population: 16, bsize: 64, queue: 61, observed: 4770, best-error: 24459.69364631835 worst-error: 24486.37319106924 SearchModels iteration 83> population: 16, bsize: 64, queue: 56, observed: 4826, best-error: 24446.59709545742 worst-error: 24473.41889268385 SearchModels iteration 84> population: 16, bsize: 64, queue: 50, observed: 4876, best-error: 24446.59709545742 worst-error: 24462.623570623728 SearchModels iteration 85> population: 16, bsize: 64, queue: 56, observed: 4932, best-error: 24434.02910241474 worst-error: 24457.363336199924 SearchModels iteration 86> population: 16, bsize: 64, queue: 52, observed: 4984, best-error: 24428.204857475932 worst-error: 24446.29391798131 SearchModels iteration 87> population: 16, bsize: 64, queue: 52, observed: 5036, best-error: 24419.49142023975 worst-error: 24437.84384281568 SearchModels iteration 88> population: 16, bsize: 64, queue: 57, observed: 5093, best-error: 24401.154149733513 worst-error: 24427.00899498408 SearchModels iteration 89> population: 16, bsize: 64, queue: 56, observed: 5149, best-error: 24382.832031297003 worst-error: 24414.305539103083 SearchModels iteration 90> population: 16, bsize: 64, queue: 58, observed: 5207, best-error: 24364.525064930214 worst-error: 24403.164532387753 SearchModels iteration 91> population: 16, bsize: 64, queue: 57, observed: 5264, best-error: 24344.656140874118 worst-error: 24382.83108051573 SearchModels iteration 92> population: 16, bsize: 64, queue: 50, observed: 5314, best-error: 24344.656140874118 worst-error: 24360.423547363127 SearchModels iteration 93> population: 16, bsize: 64, queue: 61, observed: 5375, best-error: 24334.477764576415 worst-error: 24349.322455969774 SearchModels iteration 94> population: 16, bsize: 64, queue: 52, observed: 5427, best-error: 24321.812482649788 worst-error: 24341.7364567512 SearchModels iteration 95> population: 16, bsize: 64, queue: 57, observed: 5484, best-error: 24320.102495316387 worst-error: 24327.38974166166 SearchModels iteration 96> population: 16, bsize: 64, queue: 54, observed: 5538, best-error: 24302.37407673921 worst-error: 24321.342432290778 SearchModels iteration 97> population: 16, bsize: 64, queue: 53, observed: 5591, best-error: 24286.009448247114 worst-error: 24306.332731996386 SearchModels iteration 98> population: 16, bsize: 64, queue: 59, observed: 5650, best-error: 24269.335870010404 worst-error: 24295.351081097782 SearchModels iteration 99> population: 16, bsize: 64, queue: 52, observed: 5702, best-error: 24259.813111837255 worst-error: 24286.34735993561 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.6667801126887845, 0.2583065758263601, 0.1694993896233037, 0.31723418964526107, 0.10720988886484639] 1 => ([1.8113360700763168, 1.4548413859433043, 7.8703618031168325] => 24249.19756208805) 2 => ([1.806050982869762, 1.4535742370396498, 7.948335293282661] => 24258.163828916255) 3 => ([1.8242939220906687, 1.45371960900055, 7.949130206303292] => 24259.813111837255) 4 => ([1.845232789634111, 1.4469336045617607, 7.831041745241713] => 24266.96283208667) 5 => ([1.806050982869762, 1.4391824129105444, 7.869638904240259] => 24267.815721415005) 6 => ([1.8086935264730393, 1.439809714347997, 7.90935216269413] => 24268.071523311468) 7 => ([1.8058667107564197, 1.4388916689887443, 7.8704419286182405] => 24268.10582577398) 8 => ([1.8389400160679648, 1.4404370157854498, 7.8703618031168325] => 24268.991123999083) 9 => ([1.828062237456249, 1.4401465626759746, 7.90852430251064] => 24269.244797727453) 10 => ([1.8224954994688634, 1.439809714347997, 7.90935216269413] => 24269.25853332669) 11 => ([1.8242939220906687, 1.4391824129105444, 7.869638904240259] => 24269.335870010404) 12 => ([1.8149863000391857, 1.4391824129105446, 7.909384555271775] => 24269.37805131741) 13 => ([1.8150803164235443, 1.4391824129105446, 7.909786067460766] => 24269.42728767387) 14 => ([1.8316169690793167, 1.439809714347997, 7.90935216269413] => 24270.043215467023) 15 => ([1.8447884048361811, 1.4398561095664995, 7.86798318387328] => 24270.328435792973) Test Summary: |Time SearchModels.jl | None 5.7s ===== 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: 170, observed: 1142, best-error: 0.39999999999999797 worst-error: 29.0 SearchModels iteration 2> population: 16, bsize: 32, queue: 176, observed: 1318, best-error: 0.07812500000000044 worst-error: 1.2500000000000022 SearchModels iteration 3> population: 16, bsize: 32, queue: 173, observed: 1491, best-error: 0.0031249999999999776 worst-error: 0.45000000000000134 SearchModels iteration 4> population: 16, bsize: 32, queue: 170, observed: 1661, best-error: 0.0006640624999999855 worst-error: 0.04316406249999925 SearchModels iteration 5> population: 16, bsize: 32, queue: 169, observed: 1830, best-error: 0.0 worst-error: 0.013518066406249522 SearchModels iteration 6> population: 16, bsize: 32, queue: 177, observed: 2007, best-error: 0.0 worst-error: 0.0022833347320556723 SearchModels iteration 7> population: 16, bsize: 32, queue: 163, observed: 2170, best-error: 0.0 worst-error: 0.0002864748239517612 SearchModels iteration 8> population: 16, bsize: 32, queue: 166, observed: 2336, best-error: 0.0 worst-error: 8.866310119627818e-5 SearchModels iteration 9> population: 16, bsize: 32, queue: 155, observed: 2491, best-error: 0.0 worst-error: 2.2157060448113554e-5 SearchModels iteration 10> population: 16, bsize: 32, queue: 170, observed: 2661, best-error: 0.0 worst-error: 8.252307452509098e-6 SearchModels iteration 11> population: 16, bsize: 32, queue: 164, observed: 2825, best-error: 0.0 worst-error: 4.2637655951798755e-6 SearchModels iteration 12> population: 16, bsize: 32, queue: 167, observed: 2992, best-error: 0.0 worst-error: 1.430123529637816e-6 SearchModels iteration 13> population: 16, bsize: 32, queue: 172, observed: 3164, best-error: 0.0 worst-error: 5.951736881089722e-7 SearchModels iteration 14> population: 16, bsize: 32, queue: 181, observed: 3345, best-error: 0.0 worst-error: 1.458551651020394e-7 SearchModels> stop by convergence error=(1.00020751953125, 1.000421142578125) => 4.6737262808712086e-8, iter=15 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.00003662109375, 1.0000732421875) => 1.3411046872958687e-9) 3 => ((1.0000732421874998, 1.000146484375) => 5.364420907456729e-9) 4 => ((1.000054931640625, 1.000115966796875) => 6.739092897086096e-9) 5 => ((1.0000732421875, 1.000152587890625) => 9.083162844001398e-9) 6 => ((1.000091552734375, 1.000189208984375) => 1.2096968680128082e-8) 7 => ((1.00010986328125, 1.000225830078125) => 1.578051161976559e-8) 8 => ((1.00008544921875, 1.00018310546875) => 2.218490941374602e-8) 9 => ((1.00010986328125, 1.00023193359375) => 2.6941648700885245e-8) 10 => ((1.00015869140625, 1.000323486328125) => 2.88775752134811e-8) 11 => ((1.0001708984375, 1.0003479003906248) => 3.2895999346744863e-8) 12 => ((1.000146484375, 1.00030517578125) => 3.6306492461015124e-8) 13 => ((1.0001464843749999, 1.00030517578125) => 3.630649246203237e-8) 14 => ((1.0001953124999998, 1.000390625) => 3.8147118175329774e-8) 15 => ((1.000189208984375, 1.000384521484375) => 3.948175701060885e-8) ===== 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: 167, observed: 1137, best-error: 1.9999999999999971 worst-error: 18.500000000000007 SearchModels iteration 2> population: 16, bsize: 32, queue: 154, observed: 1291, best-error: 1.9999999999999971 worst-error: 4.420000000000001 SearchModels iteration 3> population: 16, bsize: 32, queue: 154, observed: 1445, best-error: 1.7000000000000002 worst-error: 2.5700000000000007 SearchModels iteration 4> population: 16, bsize: 32, queue: 155, observed: 1600, best-error: 1.7000000000000002 worst-error: 2.103125 SearchModels iteration 5> population: 16, bsize: 32, queue: 157, observed: 1757, best-error: 0.38249999999999984 worst-error: 1.89097900390625 SearchModels iteration 6> population: 16, bsize: 32, queue: 143, observed: 1900, best-error: 0.37 worst-error: 1.7726562500000003 SearchModels iteration 7> population: 16, bsize: 32, queue: 124, observed: 2024, best-error: 0.36140625 worst-error: 1.7072265625000003 SearchModels iteration 8> population: 16, bsize: 32, queue: 109, observed: 2133, best-error: 0.36140625 worst-error: 0.5432910156250002 SearchModels iteration 9> population: 16, bsize: 32, queue: 103, observed: 2236, best-error: 0.36140625 worst-error: 0.42566406250000016 SearchModels iteration 10> population: 16, bsize: 32, queue: 93, observed: 2329, best-error: 0.36000244140625 worst-error: 0.3752368164062501 SearchModels iteration 11> population: 16, bsize: 32, queue: 97, observed: 2426, best-error: 0.36000244140625 worst-error: 0.36112854003906253 SearchModels iteration 12> population: 16, bsize: 32, queue: 85, observed: 2511, best-error: 0.3600001525878906 worst-error: 0.36017639160156245 SearchModels iteration 13> population: 16, bsize: 32, queue: 74, observed: 2585, best-error: 0.3600001525878906 worst-error: 0.3600299072265625 SearchModels iteration 14> population: 16, bsize: 32, queue: 77, observed: 2662, best-error: 0.36000000953674316 worst-error: 0.36000802040100094 SearchModels iteration 15> population: 16, bsize: 32, queue: 72, observed: 2734, best-error: 0.36000000953674316 worst-error: 0.36000126123428344 SearchModels iteration 16> population: 16, bsize: 32, queue: 81, observed: 2815, best-error: 0.3600000005960464 worst-error: 0.36000026285648346 SearchModels iteration 17> population: 16, bsize: 32, queue: 76, observed: 2891, best-error: 0.3600000005960464 worst-error: 0.36000004827976223 SearchModels> stop by convergence error=(0.4, 0.1600128173828125) => 0.3600000164285302, iter=18 (of 300) 1 => ((0.4, 0.1600006103515625) => 0.3600000000372529) 2 => ((0.4, 0.15999755859375) => 0.3600000005960464) 3 => ((0.4, 0.15999755859374998) => 0.3600000005960464) 4 => ((0.4, 0.160003662109375) => 0.3600000013411045) 5 => ((0.4, 0.1599945068359375) => 0.36000000301748514) 6 => ((0.4, 0.15999450683593752) => 0.36000000301748514) 7 => ((0.4, 0.15999450683593747) => 0.36000000301748514) 8 => ((0.4, 0.16000671386718748) => 0.3600000045076012) 9 => ((0.4, 0.1600067138671875) => 0.3600000045076012) 10 => ((0.4, 0.159991455078125) => 0.36000000730156895) 11 => ((0.4, 0.15999145507812498) => 0.36000000730156895) 12 => ((0.4, 0.16000976562499997) => 0.36000000953674316) 13 => ((0.4, 0.16000976562500002) => 0.36000000953674316) 14 => ((0.4, 0.160009765625) => 0.36000000953674316) 15 => ((0.4, 0.1599884033203125) => 0.36000001344829796) Test Summary: |Time SearchModels.jl | None 1.7s Testing SearchModels tests passed Testing completed after 12.52s PkgEval succeeded after 41.48s