Package evaluation of SearchModels on Julia 1.13.0-DEV.994 (f4af91db49*) started at 2025-08-17T14:02:06.908 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.95s ################################################################################ # 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 v4.18.0 [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 v1.2.2 [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 v1.13.0 [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 v1.13.0 [f489334b] + StyledStrings v1.11.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.13.1+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 1.09s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 20.74s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_337Czz/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_337Czz/Manifest.toml` [34da2185] Compat v4.18.0 [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 v1.2.2 [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 v1.13.0 [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 v1.13.0 [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: 61, observed: 361, best-error: 43613.53377368444 worst-error: 1.8278031736423497e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 60, observed: 421, best-error: 829.2333687066414 worst-error: 133558.9756122923 SearchModels iteration 3> population: 16, bsize: 64, queue: 60, observed: 481, best-error: 768.0039258409312 worst-error: 28672.460315401808 SearchModels iteration 4> population: 16, bsize: 64, queue: 56, observed: 537, best-error: 48.41769678523307 worst-error: 3082.8399010313765 SearchModels iteration 5> population: 16, bsize: 64, queue: 58, observed: 595, best-error: 48.41769678523307 worst-error: 614.2339268068743 SearchModels iteration 6> population: 16, bsize: 64, queue: 60, observed: 655, best-error: 21.13232322546529 worst-error: 105.73632886046875 SearchModels iteration 7> population: 16, bsize: 64, queue: 57, observed: 712, best-error: 18.55175504744253 worst-error: 28.242820288597102 SearchModels iteration 8> population: 16, bsize: 64, queue: 59, observed: 771, best-error: 17.086188172749104 worst-error: 18.988480526607436 SearchModels iteration 9> population: 16, bsize: 64, queue: 59, observed: 830, best-error: 16.50750153923429 worst-error: 17.410274134115067 SearchModels iteration 10> population: 16, bsize: 64, queue: 59, observed: 889, best-error: 16.3902760340968 worst-error: 16.779887875522363 SearchModels iteration 11> population: 16, bsize: 64, queue: 56, observed: 945, best-error: 15.538514354653431 worst-error: 16.441751255314472 SearchModels iteration 12> population: 16, bsize: 64, queue: 57, observed: 1002, best-error: 15.349491989710687 worst-error: 16.141593345593016 SearchModels iteration 13> population: 16, bsize: 64, queue: 62, observed: 1064, best-error: 14.976142514819742 worst-error: 15.794053950841837 SearchModels iteration 14> population: 16, bsize: 64, queue: 62, observed: 1126, best-error: 14.976142514819742 worst-error: 15.468607016721743 SearchModels iteration 15> population: 16, bsize: 64, queue: 62, observed: 1188, best-error: 14.939110539905936 worst-error: 15.126075729654293 SearchModels iteration 16> population: 16, bsize: 64, queue: 57, observed: 1245, best-error: 14.866181269189836 worst-error: 15.012819719023769 SearchModels iteration 17> population: 16, bsize: 64, queue: 58, observed: 1303, best-error: 14.797196795041254 worst-error: 14.939110539905936 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1362, best-error: 14.714202842248094 worst-error: 14.867649306636665 SearchModels iteration 19> population: 16, bsize: 64, queue: 55, observed: 1417, best-error: 14.709822531365404 worst-error: 14.798673131643607 SearchModels iteration 20> population: 16, bsize: 64, queue: 60, observed: 1477, best-error: 14.635830064189205 worst-error: 14.762742393603455 SearchModels iteration 21> population: 16, bsize: 64, queue: 54, observed: 1531, best-error: 14.635830064189205 worst-error: 14.698600187401627 SearchModels iteration 22> population: 16, bsize: 64, queue: 57, observed: 1588, best-error: 14.600749680235607 worst-error: 14.66985962897011 SearchModels iteration 23> population: 16, bsize: 64, queue: 59, observed: 1647, best-error: 14.600749680235607 worst-error: 14.638286335187205 SearchModels iteration 24> population: 16, bsize: 64, queue: 59, observed: 1706, best-error: 14.562107341980017 worst-error: 14.605504978504571 SearchModels iteration 25> population: 16, bsize: 64, queue: 60, observed: 1766, best-error: 14.527043655739426 worst-error: 14.584079378195538 SearchModels iteration 26> population: 16, bsize: 64, queue: 58, observed: 1824, best-error: 14.527043655739426 worst-error: 14.569975059266753 SearchModels iteration 27> population: 16, bsize: 64, queue: 60, observed: 1884, best-error: 14.527043655739426 worst-error: 14.554158407009227 SearchModels iteration 28> population: 16, bsize: 64, queue: 59, observed: 1943, best-error: 14.468515689518014 worst-error: 14.535412589603759 SearchModels iteration 29> population: 16, bsize: 64, queue: 58, observed: 2001, best-error: 14.468515689518014 worst-error: 14.52263789962593 SearchModels iteration 30> population: 16, bsize: 64, queue: 57, observed: 2058, best-error: 14.42439082689307 worst-error: 14.487930149144121 SearchModels iteration 31> population: 16, bsize: 64, queue: 55, observed: 2113, best-error: 14.42439082689307 worst-error: 14.476462864475447 SearchModels iteration 32> population: 16, bsize: 64, queue: 55, observed: 2168, best-error: 14.400595131604307 worst-error: 14.45281951393052 SearchModels iteration 33> population: 16, bsize: 64, queue: 60, observed: 2228, best-error: 14.400595131604307 worst-error: 14.43679189759247 SearchModels iteration 34> population: 16, bsize: 64, queue: 56, observed: 2284, best-error: 14.37537481000722 worst-error: 14.418300464655692 SearchModels iteration 35> population: 16, bsize: 64, queue: 59, observed: 2343, best-error: 14.37537481000722 worst-error: 14.406850880269516 SearchModels iteration 36> population: 16, bsize: 64, queue: 58, observed: 2401, best-error: 14.37537481000722 worst-error: 14.393800488860728 SearchModels iteration 37> population: 16, bsize: 64, queue: 55, observed: 2456, best-error: 14.35243667229306 worst-error: 14.387809785512998 SearchModels iteration 38> population: 16, bsize: 64, queue: 61, observed: 2517, best-error: 14.342044635265937 worst-error: 14.382485162392005 SearchModels iteration 39> population: 16, bsize: 64, queue: 58, observed: 2575, best-error: 14.306214453636636 worst-error: 14.366861526856884 SearchModels iteration 40> population: 16, bsize: 64, queue: 59, observed: 2634, best-error: 14.306214453636636 worst-error: 14.355330175693979 SearchModels iteration 41> population: 16, bsize: 64, queue: 58, observed: 2692, best-error: 14.306214453636636 worst-error: 14.33263960761665 SearchModels iteration 42> population: 16, bsize: 64, queue: 59, observed: 2751, best-error: 14.306214453636636 worst-error: 14.322675138434514 SearchModels iteration 43> population: 16, bsize: 64, queue: 60, observed: 2811, best-error: 14.293685336406883 worst-error: 14.313972701705966 SearchModels iteration 44> population: 16, bsize: 64, queue: 60, observed: 2871, best-error: 14.280954845270838 worst-error: 14.306497470071077 SearchModels iteration 45> population: 16, bsize: 64, queue: 60, observed: 2931, best-error: 14.280954845270838 worst-error: 14.293685336406883 SearchModels iteration 46> population: 16, bsize: 64, queue: 59, observed: 2990, best-error: 14.276085844276528 worst-error: 14.285841610488786 SearchModels iteration 47> population: 16, bsize: 64, queue: 57, observed: 3047, best-error: 14.265513790401682 worst-error: 14.280954845270838 SearchModels iteration 48> population: 16, bsize: 64, queue: 57, observed: 3104, best-error: 14.265513790401682 worst-error: 14.275331797049429 SearchModels iteration 49> population: 16, bsize: 64, queue: 59, observed: 3163, best-error: 14.246231456372723 worst-error: 14.270522706307245 SearchModels iteration 50> population: 16, bsize: 64, queue: 61, observed: 3224, best-error: 14.246231456372723 worst-error: 14.264793668645176 SearchModels iteration 51> population: 16, bsize: 64, queue: 59, observed: 3283, best-error: 14.24011356662498 worst-error: 14.255665252909418 SearchModels iteration 52> population: 16, bsize: 64, queue: 60, observed: 3343, best-error: 14.221974453890986 worst-error: 14.246728260540436 SearchModels iteration 53> population: 16, bsize: 64, queue: 58, observed: 3401, best-error: 14.213091125966113 worst-error: 14.234525609544754 SearchModels iteration 54> population: 16, bsize: 64, queue: 58, observed: 3459, best-error: 14.20140950852962 worst-error: 14.223669542315161 SearchModels iteration 55> population: 16, bsize: 64, queue: 59, observed: 3518, best-error: 14.20140950852962 worst-error: 14.216216253375112 SearchModels iteration 56> population: 16, bsize: 64, queue: 61, observed: 3579, best-error: 14.19943406503864 worst-error: 14.208189038016956 SearchModels iteration 57> population: 16, bsize: 64, queue: 58, observed: 3637, best-error: 14.186186252167696 worst-error: 14.203831463640439 SearchModels iteration 58> population: 16, bsize: 64, queue: 60, observed: 3697, best-error: 14.186186252167696 worst-error: 14.200165966539032 SearchModels iteration 59> population: 16, bsize: 64, queue: 61, observed: 3758, best-error: 14.17444521387485 worst-error: 14.194734956167439 SearchModels iteration 60> population: 16, bsize: 64, queue: 56, observed: 3814, best-error: 14.17444521387485 worst-error: 14.186657799532542 SearchModels iteration 61> population: 16, bsize: 64, queue: 59, observed: 3873, best-error: 14.17444521387485 worst-error: 14.181522276593128 SearchModels iteration 62> population: 16, bsize: 64, queue: 57, observed: 3930, best-error: 14.167832420412726 worst-error: 14.178476997517613 SearchModels iteration 63> population: 16, bsize: 64, queue: 55, observed: 3985, best-error: 14.161896345878109 worst-error: 14.175635394327715 SearchModels iteration 64> population: 16, bsize: 64, queue: 57, observed: 4042, best-error: 14.15788300289949 worst-error: 14.170855487097256 SearchModels iteration 65> population: 16, bsize: 64, queue: 63, observed: 4105, best-error: 14.157013571076716 worst-error: 14.164861155047639 SearchModels iteration 66> population: 16, bsize: 64, queue: 58, observed: 4163, best-error: 14.155742372558423 worst-error: 14.160036614897592 SearchModels iteration 67> population: 16, bsize: 64, queue: 57, observed: 4220, best-error: 14.147395000240612 worst-error: 14.1576702399236 SearchModels iteration 68> population: 16, bsize: 64, queue: 58, observed: 4278, best-error: 14.147395000240612 worst-error: 14.155375961181155 SearchModels iteration 69> population: 16, bsize: 64, queue: 56, observed: 4334, best-error: 14.143203087118026 worst-error: 14.152318110804778 SearchModels iteration 70> population: 16, bsize: 64, queue: 56, observed: 4390, best-error: 14.136790818209631 worst-error: 14.148503680936944 SearchModels iteration 71> population: 16, bsize: 64, queue: 55, observed: 4445, best-error: 14.136790818209631 worst-error: 14.14524906460025 SearchModels iteration 72> population: 16, bsize: 64, queue: 56, observed: 4501, best-error: 14.136790818209631 worst-error: 14.143203087118026 SearchModels iteration 73> population: 16, bsize: 64, queue: 62, observed: 4563, best-error: 14.131691462830421 worst-error: 14.141037916352365 SearchModels iteration 74> population: 16, bsize: 64, queue: 60, observed: 4623, best-error: 14.120509241974247 worst-error: 14.138436684666976 SearchModels iteration 75> population: 16, bsize: 64, queue: 55, observed: 4678, best-error: 14.120509241974247 worst-error: 14.13307097183811 SearchModels iteration 76> population: 16, bsize: 64, queue: 53, observed: 4731, best-error: 14.115595380686386 worst-error: 14.126966628699513 SearchModels iteration 77> population: 16, bsize: 64, queue: 61, observed: 4792, best-error: 14.112258630474473 worst-error: 14.12304336198139 SearchModels iteration 78> population: 16, bsize: 64, queue: 60, observed: 4852, best-error: 14.112258630474473 worst-error: 14.120178321819457 SearchModels iteration 79> population: 16, bsize: 64, queue: 59, observed: 4911, best-error: 14.109820563250898 worst-error: 14.11753811905947 SearchModels iteration 80> population: 16, bsize: 64, queue: 59, observed: 4970, best-error: 14.107284669768491 worst-error: 14.113711356968171 SearchModels iteration 81> population: 16, bsize: 64, queue: 58, observed: 5028, best-error: 14.100379212272832 worst-error: 14.110209171601566 SearchModels iteration 82> population: 16, bsize: 64, queue: 56, observed: 5084, best-error: 14.091062772906307 worst-error: 14.106852898149768 SearchModels iteration 83> population: 16, bsize: 64, queue: 62, observed: 5146, best-error: 14.091062772906307 worst-error: 14.102045556030268 SearchModels iteration 84> population: 16, bsize: 64, queue: 55, observed: 5201, best-error: 14.089517611745237 worst-error: 14.096821541276942 SearchModels iteration 85> population: 16, bsize: 64, queue: 58, observed: 5259, best-error: 14.082607921311071 worst-error: 14.093585929320913 SearchModels iteration 86> population: 16, bsize: 64, queue: 59, observed: 5318, best-error: 14.082607921311071 worst-error: 14.091408226561475 SearchModels iteration 87> population: 16, bsize: 64, queue: 57, observed: 5375, best-error: 14.08235371418385 worst-error: 14.087313551449684 SearchModels iteration 88> population: 16, bsize: 64, queue: 58, observed: 5433, best-error: 14.080296627489654 worst-error: 14.084498093305038 SearchModels iteration 89> population: 16, bsize: 64, queue: 58, observed: 5491, best-error: 14.076850627298963 worst-error: 14.082545603067173 SearchModels iteration 90> population: 16, bsize: 64, queue: 57, observed: 5548, best-error: 14.06636976061491 worst-error: 14.079794532431835 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5606, best-error: 14.062668210070784 worst-error: 14.076097375640172 SearchModels iteration 92> population: 16, bsize: 64, queue: 58, observed: 5664, best-error: 14.062668210070784 worst-error: 14.07238179998547 SearchModels iteration 93> population: 16, bsize: 64, queue: 63, observed: 5727, best-error: 14.062668210070784 worst-error: 14.067499835770954 SearchModels iteration 94> population: 16, bsize: 64, queue: 60, observed: 5787, best-error: 14.061034547304354 worst-error: 14.064979913009166 SearchModels iteration 95> population: 16, bsize: 64, queue: 61, observed: 5848, best-error: 14.056682226660948 worst-error: 14.063700579564347 SearchModels iteration 96> population: 16, bsize: 64, queue: 56, observed: 5904, best-error: 14.05411340500516 worst-error: 14.061849417705988 SearchModels iteration 97> population: 16, bsize: 64, queue: 56, observed: 5960, best-error: 14.051695828165046 worst-error: 14.058666175043202 SearchModels iteration 98> population: 16, bsize: 64, queue: 59, observed: 6019, best-error: 14.048419509317988 worst-error: 14.055863576887953 SearchModels iteration 99> population: 16, bsize: 64, queue: 59, observed: 6078, best-error: 14.048419509317988 worst-error: 14.052037982193857 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.3716628827861239, 0.6781416309553046, 0.35960072808737154, 0.5383322846166253, 0.6083408877067139] 1 => ([-0.22409463094680915, 0.5022665921881533, 0.11105063130729659, 0.5413139702419145, 0.6119114558653047] => 14.048419509317988) 2 => ([-0.22460023669382218, 0.5017521204598097, 0.11183575185949533, 0.5413139702419145, 0.6119114558653047] => 14.048604363057159) 3 => ([-0.2237964959427511, 0.5059448691932306, 0.1110717861888903, 0.5413139702419141, 0.6119114558653047] => 14.048996583280354) 4 => ([-0.22468434923463662, 0.5022443466395979, 0.11167380494004867, 0.5413139702419146, 0.6119114558653047] => 14.04910765483698) 5 => ([-0.22474930419585118, 0.4999129819572711, 0.11125648897662727, 0.5413139702419147, 0.6119114558653047] => 14.049442111078935) 6 => ([-0.2249294113241298, 0.5003927671121304, 0.11166468010372156, 0.541313970241915, 0.6119114558653047] => 14.049446892829744) 7 => ([-0.22460207469960877, 0.5041062721881178, 0.11212261304333551, 0.5413139702419147, 0.6119114558653047] => 14.049609765663561) 8 => ([-0.22485187111286867, 0.5012626154240045, 0.11142407237369055, 0.5413139702419147, 0.6119114558653047] => 14.049707175920528) 9 => ([-0.2246929625747192, 0.5037986278728079, 0.11205195469105494, 0.541313970241915, 0.6119114558653047] => 14.049710754520415) 10 => ([-0.22409463094680915, 0.5072892581100348, 0.11216113762036956, 0.5413139702419145, 0.6119114558653047] => 14.04975264757785) 11 => ([-0.22470280361083966, 0.5031017539265432, 0.1114346498144874, 0.5413139702419145, 0.6119114558653047] => 14.049776253795548) 12 => ([-0.22409463094680915, 0.5073399921092457, 0.11217235485585515, 0.5413139702419145, 0.6119114558653047] => 14.049800449463714) 13 => ([-0.2244548452033664, 0.5057628624584184, 0.11185918989369324, 0.5413139702419149, 0.6119114558653047] => 14.049823436008175) 14 => ([-0.22474930419585118, 0.5024496819178172, 0.11238603619297777, 0.5413139702419147, 0.6119114558653047] => 14.049858834864196) 15 => ([-0.2249096929996404, 0.5026623358906115, 0.11182678432196122, 0.5413139702419147, 0.6119114558653047] => 14.049920252825665) Test Summary: | Total Time SearchModels.jl | 0 5.8s ===== 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: 174, observed: 1150, best-error: 0.0 worst-error: 25.12000000000002 SearchModels iteration 2> population: 16, bsize: 32, queue: 163, observed: 1313, best-error: 0.0 worst-error: 6.919999999999988 SearchModels iteration 3> population: 16, bsize: 32, queue: 174, observed: 1487, best-error: 0.0 worst-error: 0.8281250000000004 SearchModels iteration 4> population: 16, bsize: 32, queue: 163, observed: 1650, best-error: 0.0 worst-error: 0.1530883789062509 SearchModels iteration 5> population: 16, bsize: 32, queue: 171, observed: 1821, best-error: 0.0 worst-error: 0.06051025390624995 SearchModels iteration 6> population: 16, bsize: 32, queue: 170, observed: 1991, best-error: 0.0 worst-error: 0.02369446754455565 SearchModels iteration 7> population: 16, bsize: 32, queue: 164, observed: 2155, best-error: 0.0 worst-error: 0.00878906250000011 SearchModels iteration 8> population: 16, bsize: 32, queue: 166, observed: 2321, best-error: 0.0 worst-error: 0.00402151167392727 SearchModels iteration 9> population: 16, bsize: 32, queue: 180, observed: 2501, best-error: 0.0 worst-error: 0.0020965486764907447 SearchModels iteration 10> population: 16, bsize: 32, queue: 167, observed: 2668, best-error: 0.0 worst-error: 0.0011040322133339942 SearchModels iteration 11> population: 16, bsize: 32, queue: 175, observed: 2843, best-error: 0.0 worst-error: 0.0005045199977757875 SearchModels iteration 12> population: 16, bsize: 32, queue: 171, observed: 3014, best-error: 0.0 worst-error: 0.00024041894823313383 SearchModels iteration 13> population: 16, bsize: 32, queue: 180, observed: 3194, best-error: 0.0 worst-error: 0.00011435389823475479 SearchModels iteration 14> population: 16, bsize: 32, queue: 178, observed: 3372, best-error: 0.0 worst-error: 4.5646671351276325e-5 SearchModels iteration 15> population: 16, bsize: 32, queue: 180, observed: 3552, best-error: 0.0 worst-error: 1.5282072126865387e-5 SearchModels iteration 16> population: 16, bsize: 32, queue: 178, observed: 3730, best-error: 0.0 worst-error: 7.482396904379006e-6 SearchModels iteration 17> population: 16, bsize: 32, queue: 174, observed: 3904, best-error: 0.0 worst-error: 2.6671623538757514e-6 SearchModels iteration 18> population: 16, bsize: 32, queue: 181, observed: 4085, best-error: 0.0 worst-error: 1.0618436050437404e-6 SearchModels iteration 19> population: 16, bsize: 32, queue: 186, observed: 4271, best-error: 0.0 worst-error: 5.057666332167049e-7 SearchModels iteration 20> population: 16, bsize: 32, queue: 176, observed: 4447, best-error: 0.0 worst-error: 2.1517739757117259e-7 SearchModels iteration 21> population: 16, bsize: 32, queue: 173, observed: 4620, best-error: 0.0 worst-error: 9.437048902335728e-8 SearchModels> stop by convergence error=(0.9997917175292969, 0.9995765686035156) => 4.8156171876922446e-8, iter=22 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.999884033203125, 0.99976806640625) => 1.3448316063114351e-8) 3 => ((0.9998817443847656, 0.9997644424438477) => 1.4072692250139038e-8) 4 => ((0.9998855590820312, 0.9997644424438477) => 1.7570750909272543e-8) 5 => ((0.9998519897460938, 0.9997047424316406) => 2.1961948165796788e-8) 6 => ((0.9998481750488282, 0.999696159362793) => 2.3055386229990116e-8) 7 => ((0.999853515625, 0.9997024536132812) => 2.3572839040754686e-8) 8 => ((0.9998291015625, 0.999658203125) => 2.9206361240582384e-8) 9 => ((0.9998222351074219, 0.9996442794799805) => 3.160530032833589e-8) 10 => ((0.9998123168945312, 0.9996242523193359) => 3.524231152358987e-8) 11 => ((0.9998107910156251, 0.9996192932128907) => 3.634042483843562e-8) 12 => ((0.9997951507568359, 0.9995902061462403) => 4.196509839548466e-8) 13 => ((0.9998123168945312, 0.9996156692504883) => 4.332452242396178e-8) 14 => ((0.9997917175292969, 0.9995851516723633) => 4.366155819566871e-8) 15 => ((0.9997817993164062, 0.9995620727539063) => 4.785912553865604e-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: 169, observed: 1135, best-error: 0.3200000000000003 worst-error: 11.599999999999989 SearchModels iteration 2> population: 16, bsize: 32, queue: 160, observed: 1295, best-error: 0.003125000000000033 worst-error: 1.3731249999999997 SearchModels iteration 3> population: 16, bsize: 32, queue: 172, observed: 1467, best-error: 0.003125000000000033 worst-error: 0.5194140625000003 SearchModels iteration 4> population: 16, bsize: 32, queue: 182, observed: 1649, best-error: 0.003125000000000033 worst-error: 0.18378906249999996 SearchModels iteration 5> population: 16, bsize: 32, queue: 178, observed: 1827, best-error: 0.003125000000000033 worst-error: 0.050000000000000044 SearchModels iteration 6> population: 16, bsize: 32, queue: 181, observed: 2008, best-error: 0.003125000000000033 worst-error: 0.025939941406249473 SearchModels iteration 7> population: 16, bsize: 32, queue: 179, observed: 2187, best-error: 0.003125000000000033 worst-error: 0.014726562500000186 SearchModels iteration 8> population: 16, bsize: 32, queue: 176, observed: 2363, best-error: 0.003125000000000033 worst-error: 0.008654785156249687 SearchModels iteration 9> population: 16, bsize: 32, queue: 180, observed: 2543, best-error: 6.140768527984619e-5 worst-error: 0.004943599738180681 SearchModels iteration 10> population: 16, bsize: 32, queue: 185, observed: 2728, best-error: 5.496181547642059e-6 worst-error: 0.0008185785637760731 SearchModels iteration 11> population: 16, bsize: 32, queue: 180, observed: 2908, best-error: 5.496181547642059e-6 worst-error: 7.369968138846478e-5 SearchModels iteration 12> population: 16, bsize: 32, queue: 189, observed: 3097, best-error: 1.0682190446681032e-6 worst-error: 9.669533910722743e-6 SearchModels iteration 13> population: 16, bsize: 32, queue: 178, observed: 3275, best-error: 3.814711817533147e-8 worst-error: 1.384599173094368e-6 SearchModels iteration 14> population: 16, bsize: 32, queue: 183, observed: 3458, best-error: 1.5495752484938028e-8 worst-error: 3.098364067366829e-7 SearchModels iteration 15> population: 16, bsize: 32, queue: 181, observed: 3639, best-error: 1.2449211160519093e-30 worst-error: 6.197718960334723e-8 SearchModels> stop by convergence error=(1.0000244140625, 1.00006103515625) => 1.5495752484938028e-8, iter=16 (of 300) 1 => ((0.9999999999999999, 0.9999999999999999) => 1.2449211160519093e-30) 2 => ((0.9999633789062499, 0.9999267578125) => 1.3411046873121317e-9) 3 => ((0.999957275390625, 0.9999176025390624) => 2.7556010230128646e-9) 4 => ((1.0000122070312498, 1.000030517578125) => 3.874120014012239e-9) 5 => ((0.9999755859375, 0.999957275390625) => 4.320609185888306e-9) 6 => ((0.9999755859374999, 0.999957275390625) => 4.320609186164751e-9) 7 => ((0.9999267578125, 0.9998535156249999) => 5.364420907489732e-9) 8 => ((1.0000152587890625, 1.0000396728515626) => 8.614307495135356e-9) 9 => ((0.9999023437499999, 0.9998046875) => 9.536752259035133e-9) 10 => ((0.99991455078125, 0.999835205078125) => 1.101795156651087e-8) 11 => ((0.9999145507812499, 0.999835205078125) => 1.1017951566800568e-8) 12 => ((0.9999359130859375, 0.9998809814453125) => 1.2481517027939432e-8) 13 => ((0.999993896484375, 0.9999999999999999) => 1.4938323147425252e-8) 14 => ((0.9999816894531249, 0.9999755859374999) => 1.5235618786796972e-8) 15 => ((0.9999786376953126, 0.9999694824218749) => 1.535639514449474e-8) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 20.37s PkgEval succeeded after 62.07s