Package evaluation of SearchModels on Julia 1.13.0-DEV.626 (157b8bc303*) started at 2025-05-23T00:47:39.087 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.46s ################################################################################ # 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 v0.9.4 [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 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.0 ⌅ [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 v5.12.0+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 To see why use `status --outdated -m` Installation completed after 1.11s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 19.55s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_nyuB27/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_nyuB27/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 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.0 ⌅ [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 v5.12.0+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: 55, observed: 355, best-error: 6456.8090078710275 worst-error: 2.470322025725491e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 63, observed: 418, best-error: 4989.847971297357 worst-error: 172293.89145534774 SearchModels iteration 3> population: 16, bsize: 64, queue: 58, observed: 476, best-error: 618.1370544748669 worst-error: 20023.303731152377 SearchModels iteration 4> population: 16, bsize: 64, queue: 58, observed: 534, best-error: 162.71178008181917 worst-error: 4611.756831295717 SearchModels iteration 5> population: 16, bsize: 64, queue: 62, observed: 596, best-error: 45.28565274403573 worst-error: 365.5574802349898 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 654, best-error: 38.97694997834909 worst-error: 87.16505375759138 SearchModels iteration 7> population: 16, bsize: 64, queue: 59, observed: 713, best-error: 33.63235143943061 worst-error: 45.28565274403573 SearchModels iteration 8> population: 16, bsize: 64, queue: 57, observed: 770, best-error: 32.52231477971154 worst-error: 37.951638292733875 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 828, best-error: 32.52231477971154 worst-error: 34.480156519583225 SearchModels iteration 10> population: 16, bsize: 64, queue: 60, observed: 888, best-error: 32.24652658618793 worst-error: 33.12857424818969 SearchModels iteration 11> population: 16, bsize: 64, queue: 54, observed: 942, best-error: 31.323695675625647 worst-error: 32.67012231126204 SearchModels iteration 12> population: 16, bsize: 64, queue: 62, observed: 1004, best-error: 28.866350401816266 worst-error: 32.40729409928213 SearchModels iteration 13> population: 16, bsize: 64, queue: 59, observed: 1063, best-error: 28.866350401816266 worst-error: 31.157396033846222 SearchModels iteration 14> population: 16, bsize: 64, queue: 61, observed: 1124, best-error: 27.579383477858375 worst-error: 30.276480079838144 SearchModels iteration 15> population: 16, bsize: 64, queue: 56, observed: 1180, best-error: 27.47902515939821 worst-error: 29.11961592384451 SearchModels iteration 16> population: 16, bsize: 64, queue: 61, observed: 1241, best-error: 26.51437942552715 worst-error: 28.239681649706956 SearchModels iteration 17> population: 16, bsize: 64, queue: 62, observed: 1303, best-error: 25.90862319217546 worst-error: 27.579383477858375 SearchModels iteration 18> population: 16, bsize: 64, queue: 54, observed: 1357, best-error: 25.90862319217546 worst-error: 27.075926411191197 SearchModels iteration 19> population: 16, bsize: 64, queue: 58, observed: 1415, best-error: 25.72548164017867 worst-error: 26.506509297540116 SearchModels iteration 20> population: 16, bsize: 64, queue: 61, observed: 1476, best-error: 25.543347823810997 worst-error: 26.153251061237935 SearchModels iteration 21> population: 16, bsize: 64, queue: 61, observed: 1537, best-error: 25.250558330432806 worst-error: 25.787905209329274 SearchModels iteration 22> population: 16, bsize: 64, queue: 53, observed: 1590, best-error: 25.250558330432806 worst-error: 25.543347823810997 SearchModels iteration 23> population: 16, bsize: 64, queue: 56, observed: 1646, best-error: 24.73008242641742 worst-error: 25.365024661034905 SearchModels iteration 24> population: 16, bsize: 64, queue: 63, observed: 1709, best-error: 24.466792766640754 worst-error: 25.215754357910036 SearchModels iteration 25> population: 16, bsize: 64, queue: 59, observed: 1768, best-error: 24.466792766640754 worst-error: 24.889848537936174 SearchModels iteration 26> population: 16, bsize: 64, queue: 59, observed: 1827, best-error: 24.33407568138652 worst-error: 24.67815776506014 SearchModels iteration 27> population: 16, bsize: 64, queue: 57, observed: 1884, best-error: 23.85472450569048 worst-error: 24.504077142857017 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1942, best-error: 23.85472450569048 worst-error: 24.185562957613847 SearchModels iteration 29> population: 16, bsize: 64, queue: 55, observed: 1997, best-error: 23.85472450569048 worst-error: 24.090094137385577 SearchModels iteration 30> population: 16, bsize: 64, queue: 56, observed: 2053, best-error: 23.699965673851995 worst-error: 23.980610230870795 SearchModels iteration 31> population: 16, bsize: 64, queue: 59, observed: 2112, best-error: 23.59175984517722 worst-error: 23.941220363151377 SearchModels iteration 32> population: 16, bsize: 64, queue: 59, observed: 2171, best-error: 23.584953719754065 worst-error: 23.829975715936765 SearchModels iteration 33> population: 16, bsize: 64, queue: 58, observed: 2229, best-error: 23.584953719754065 worst-error: 23.741121100657672 SearchModels iteration 34> population: 16, bsize: 64, queue: 61, observed: 2290, best-error: 23.56732794747235 worst-error: 23.660870792600083 SearchModels iteration 35> population: 16, bsize: 64, queue: 54, observed: 2344, best-error: 23.370152726984607 worst-error: 23.58627212298209 SearchModels iteration 36> population: 16, bsize: 64, queue: 58, observed: 2402, best-error: 23.23193706877476 worst-error: 23.542170414383868 SearchModels iteration 37> population: 16, bsize: 64, queue: 58, observed: 2460, best-error: 23.23193706877476 worst-error: 23.454697899915363 SearchModels iteration 38> population: 16, bsize: 64, queue: 58, observed: 2518, best-error: 23.12463890896174 worst-error: 23.35358961438747 SearchModels iteration 39> population: 16, bsize: 64, queue: 53, observed: 2571, best-error: 23.05527755060648 worst-error: 23.253478966034724 SearchModels iteration 40> population: 16, bsize: 64, queue: 60, observed: 2631, best-error: 23.05527755060648 worst-error: 23.18113308006677 SearchModels iteration 41> population: 16, bsize: 64, queue: 59, observed: 2690, best-error: 23.05527755060648 worst-error: 23.11905389884928 SearchModels iteration 42> population: 16, bsize: 64, queue: 60, observed: 2750, best-error: 23.04867018141909 worst-error: 23.09718232473741 SearchModels iteration 43> population: 16, bsize: 64, queue: 58, observed: 2808, best-error: 23.009387064095826 worst-error: 23.075595217954838 SearchModels iteration 44> population: 16, bsize: 64, queue: 60, observed: 2868, best-error: 22.894690434768883 worst-error: 23.03495057958227 SearchModels iteration 45> population: 16, bsize: 64, queue: 57, observed: 2925, best-error: 22.894690434768883 worst-error: 22.984866575687438 SearchModels iteration 46> population: 16, bsize: 64, queue: 58, observed: 2983, best-error: 22.894690434768883 worst-error: 22.960582308154763 SearchModels iteration 47> population: 16, bsize: 64, queue: 55, observed: 3038, best-error: 22.714894479527324 worst-error: 22.929185263319035 SearchModels iteration 48> population: 16, bsize: 64, queue: 56, observed: 3094, best-error: 20.190906306262086 worst-error: 22.78087899018134 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3152, best-error: 20.093724637020983 worst-error: 20.375654572492166 SearchModels iteration 50> population: 16, bsize: 64, queue: 57, observed: 3209, best-error: 20.093724637020983 worst-error: 20.23302504659307 SearchModels iteration 51> population: 16, bsize: 64, queue: 60, observed: 3269, best-error: 20.093724637020983 worst-error: 20.209397442527116 SearchModels iteration 52> population: 16, bsize: 64, queue: 61, observed: 3330, best-error: 20.093724637020983 worst-error: 20.159893894377 SearchModels iteration 53> population: 16, bsize: 64, queue: 58, observed: 3388, best-error: 20.093724637020983 worst-error: 20.145621099040543 SearchModels iteration 54> population: 16, bsize: 64, queue: 58, observed: 3446, best-error: 20.074891091654976 worst-error: 20.118865192180316 SearchModels iteration 55> population: 16, bsize: 64, queue: 59, observed: 3505, best-error: 20.054559877537656 worst-error: 20.09719809906775 SearchModels iteration 56> population: 16, bsize: 64, queue: 59, observed: 3564, best-error: 19.99227043012667 worst-error: 20.074891091654976 SearchModels iteration 57> population: 16, bsize: 64, queue: 60, observed: 3624, best-error: 19.99227043012667 worst-error: 20.054559877537656 SearchModels iteration 58> population: 16, bsize: 64, queue: 59, observed: 3683, best-error: 19.99227043012667 worst-error: 20.024206776790873 SearchModels iteration 59> population: 16, bsize: 64, queue: 56, observed: 3739, best-error: 19.934261834861992 worst-error: 20.005234972510024 SearchModels iteration 60> population: 16, bsize: 64, queue: 61, observed: 3800, best-error: 19.903338938594263 worst-error: 19.972613332541705 SearchModels iteration 61> population: 16, bsize: 64, queue: 59, observed: 3859, best-error: 19.903338938594263 worst-error: 19.947371790287747 SearchModels iteration 62> population: 16, bsize: 64, queue: 58, observed: 3917, best-error: 19.865052569899948 worst-error: 19.92281585271409 SearchModels iteration 63> population: 16, bsize: 64, queue: 59, observed: 3976, best-error: 19.865052569899948 worst-error: 19.91167260784366 SearchModels iteration 64> population: 16, bsize: 64, queue: 60, observed: 4036, best-error: 19.854201517709676 worst-error: 19.893094368274525 SearchModels iteration 65> population: 16, bsize: 64, queue: 57, observed: 4093, best-error: 19.828739837895665 worst-error: 19.87595055087128 SearchModels iteration 66> population: 16, bsize: 64, queue: 59, observed: 4152, best-error: 19.814271134463322 worst-error: 19.853979732499482 SearchModels iteration 67> population: 16, bsize: 64, queue: 60, observed: 4212, best-error: 19.80471132542295 worst-error: 19.840515471873736 SearchModels iteration 68> population: 16, bsize: 64, queue: 57, observed: 4269, best-error: 19.80471132542295 worst-error: 19.82467967228497 SearchModels iteration 69> population: 16, bsize: 64, queue: 57, observed: 4326, best-error: 19.76493034206958 worst-error: 19.812820694043626 SearchModels iteration 70> population: 16, bsize: 64, queue: 62, observed: 4388, best-error: 19.76493034206958 worst-error: 19.80660066353538 SearchModels iteration 71> population: 16, bsize: 64, queue: 57, observed: 4445, best-error: 19.750827909097076 worst-error: 19.792821828365113 SearchModels iteration 72> population: 16, bsize: 64, queue: 59, observed: 4504, best-error: 19.729543374782967 worst-error: 19.7817158312427 SearchModels iteration 73> population: 16, bsize: 64, queue: 61, observed: 4565, best-error: 19.714284297584694 worst-error: 19.762724994731553 SearchModels iteration 74> population: 16, bsize: 64, queue: 59, observed: 4624, best-error: 19.710235023725478 worst-error: 19.74779059630261 SearchModels iteration 75> population: 16, bsize: 64, queue: 58, observed: 4682, best-error: 19.6923262570628 worst-error: 19.73296899254809 SearchModels iteration 76> population: 16, bsize: 64, queue: 54, observed: 4736, best-error: 19.676618323528928 worst-error: 19.719772469546864 SearchModels iteration 77> population: 16, bsize: 64, queue: 59, observed: 4795, best-error: 19.676618323528928 worst-error: 19.69951496694361 SearchModels iteration 78> population: 16, bsize: 64, queue: 58, observed: 4853, best-error: 19.651580571052694 worst-error: 19.691386516975154 SearchModels iteration 79> population: 16, bsize: 64, queue: 60, observed: 4913, best-error: 19.651580571052694 worst-error: 19.682482377959804 SearchModels iteration 80> population: 16, bsize: 64, queue: 59, observed: 4972, best-error: 19.63689383696327 worst-error: 19.66819361378951 SearchModels iteration 81> population: 16, bsize: 64, queue: 54, observed: 5026, best-error: 19.62047268773151 worst-error: 19.65730695835882 SearchModels iteration 82> population: 16, bsize: 64, queue: 60, observed: 5086, best-error: 19.60511050387548 worst-error: 19.64230105082565 SearchModels iteration 83> population: 16, bsize: 64, queue: 57, observed: 5143, best-error: 19.59636513904877 worst-error: 19.622778108120222 SearchModels iteration 84> population: 16, bsize: 64, queue: 57, observed: 5200, best-error: 19.59636513904877 worst-error: 19.61034080923156 SearchModels iteration 85> population: 16, bsize: 64, queue: 60, observed: 5260, best-error: 19.56257034191662 worst-error: 19.601580865187906 SearchModels iteration 86> population: 16, bsize: 64, queue: 55, observed: 5315, best-error: 19.56257034191662 worst-error: 19.59759852388458 SearchModels iteration 87> population: 16, bsize: 64, queue: 59, observed: 5374, best-error: 19.56257034191662 worst-error: 19.584070021902065 SearchModels iteration 88> population: 16, bsize: 64, queue: 59, observed: 5433, best-error: 19.553935772359704 worst-error: 19.57275393631772 SearchModels iteration 89> population: 16, bsize: 64, queue: 53, observed: 5486, best-error: 19.553935772359704 worst-error: 19.56851598381385 SearchModels iteration 90> population: 16, bsize: 64, queue: 58, observed: 5544, best-error: 19.537843933740888 worst-error: 19.56158503249787 SearchModels iteration 91> population: 16, bsize: 64, queue: 57, observed: 5601, best-error: 19.537843933740888 worst-error: 19.550655334679995 SearchModels iteration 92> population: 16, bsize: 64, queue: 57, observed: 5658, best-error: 19.533699192358338 worst-error: 19.544303366888613 SearchModels iteration 93> population: 16, bsize: 64, queue: 58, observed: 5716, best-error: 19.50785878986426 worst-error: 19.540440934930114 SearchModels iteration 94> population: 16, bsize: 64, queue: 57, observed: 5773, best-error: 19.50497046818426 worst-error: 19.533855934633703 SearchModels iteration 95> population: 16, bsize: 64, queue: 61, observed: 5834, best-error: 19.49934965684915 worst-error: 19.521465041765126 SearchModels iteration 96> population: 16, bsize: 64, queue: 54, observed: 5888, best-error: 19.47160678223073 worst-error: 19.508424300867453 SearchModels iteration 97> population: 16, bsize: 64, queue: 57, observed: 5945, best-error: 19.47160678223073 worst-error: 19.49934965684915 SearchModels iteration 98> population: 16, bsize: 64, queue: 57, observed: 6002, best-error: 19.44698999577067 worst-error: 19.48565013325008 SearchModels iteration 99> population: 16, bsize: 64, queue: 62, observed: 6064, best-error: 19.44698999577067 worst-error: 19.47160678223073 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.11391960962844871, 0.7968667388442122, 0.5636543273973417, 0.38410164392253454, 0.4852960422429805] 1 => ([-0.35626958597489566, -0.2416354594967177, 0.30973450086981236, 0.39926955245598517, 0.48887935440065955] => 19.43661952755484) 2 => ([-0.3598322818346446, -0.24405181409168486, 0.3128318458785105, 0.39926955245598517, 0.48887935440065955] => 19.44698999577067) 3 => ([-0.3617574048022617, -0.24360520221196158, 0.31283052378490006, 0.39926955234793005, 0.48887935440065955] => 19.44952935178085) 4 => ([-0.36745419429093484, -0.24161969827956964, 0.3131638233310122, 0.39926955228586386, 0.48887935440065955] => 19.45166757933921) 5 => ([-0.36741744887150574, -0.24164386266583623, 0.3131638233310122, 0.39926955228586386, 0.48887935440065955] => 19.451743888941404) 6 => ([-0.36368252776987886, -0.24315859033223833, 0.31282920169128964, 0.3992695522398749, 0.48887935440065955] => 19.45208989993162) 7 => ([-0.36307635411874073, -0.2435910516510124, 0.31362351245452924, 0.3992695523504227, 0.48887935440065955] => 19.454290985258183) 8 => ([-0.3654805090342444, -0.24283575618562725, 0.3129978346047614, 0.39926955237092454, 0.48887935440065955] => 19.455155181322024) 9 => ([-0.363593283791214, -0.24360520221196158, 0.3128624586227625, 0.39926955234793005, 0.48887935440065955] => 19.455417605406474) 10 => ([-0.361950632810335, -0.24423807429054564, 0.31254129943236264, 0.399269552377021, 0.48887935440065955] => 19.455722175731168) 11 => ([-0.3650014770863579, -0.24314443977128916, 0.31362219036091876, 0.3992695522423676, 0.48887935440065955] => 19.456750085748748) 12 => ([-0.36228750776731067, -0.24421671684442325, 0.31248322745977564, 0.39926955236372186, 0.48887935440065955] => 19.456758288242316) 13 => ([-0.36377965234802545, -0.24164386266583623, 0.3100631914168438, 0.39926955228586386, 0.48887935440065955] => 19.458185448499094) 14 => ([-0.3631776354362036, -0.2441283723831182, 0.31283385182942614, 0.3992695522592655, 0.48887935440065955] => 19.458383921275797) 15 => ([-0.362519823855354, -0.24428816917341156, 0.31229855669542694, 0.39926955236926276, 0.48887935440065955] => 19.458575279354136) Test Summary: | Total Time SearchModels.jl | 0 5.9s ===== RoseParams without inspect_population SearchModels> search params iter=0, initialpopulation=1000, maxpopulation=16, bsize=32, mutbsize=100, crossbsize=100 SearchModels iteration 1> population: 16, bsize: 32, queue: 166, observed: 1132, best-error: 1.0 worst-error: 24.49999999999998 SearchModels iteration 2> population: 16, bsize: 32, queue: 166, observed: 1298, best-error: 0.32000000000000195 worst-error: 1.6481250000000014 SearchModels iteration 3> population: 16, bsize: 32, queue: 167, observed: 1465, best-error: 0.023124999999999892 worst-error: 0.37000000000000327 SearchModels iteration 4> population: 16, bsize: 32, queue: 178, observed: 1643, best-error: 0.0001586914062500014 worst-error: 0.1866015625000008 SearchModels iteration 5> population: 16, bsize: 32, queue: 177, observed: 1820, best-error: 0.0001586914062500014 worst-error: 0.059238433837890625 SearchModels iteration 6> population: 16, bsize: 32, queue: 161, observed: 1981, best-error: 0.0001586914062500014 worst-error: 0.01999999999999959 SearchModels iteration 7> population: 16, bsize: 32, queue: 174, observed: 2155, best-error: 0.0001586914062500014 worst-error: 0.009384775161743172 SearchModels iteration 8> population: 16, bsize: 32, queue: 173, observed: 2328, best-error: 0.0001586914062500014 worst-error: 0.0041877657175064574 SearchModels iteration 9> population: 16, bsize: 32, queue: 175, observed: 2503, best-error: 0.0001586914062500014 worst-error: 0.002406845688819844 SearchModels iteration 10> population: 16, bsize: 32, queue: 174, observed: 2677, best-error: 0.0001586914062500014 worst-error: 0.0013360570675285174 SearchModels iteration 11> population: 16, bsize: 32, queue: 178, observed: 2855, best-error: 0.0001586914062500014 worst-error: 0.0006214149564129755 SearchModels iteration 12> population: 16, bsize: 32, queue: 167, observed: 3022, best-error: 0.0001586914062500014 worst-error: 0.0003970724904501831 SearchModels iteration 13> population: 16, bsize: 32, queue: 176, observed: 3198, best-error: 0.0001586914062500014 worst-error: 0.00027517030045599774 SearchModels iteration 14> population: 16, bsize: 32, queue: 175, observed: 3373, best-error: 0.0001586914062500014 worst-error: 0.00022482500092794745 SearchModels iteration 15> population: 16, bsize: 32, queue: 176, observed: 3549, best-error: 0.0001586914062500014 worst-error: 0.00019991711086181363 SearchModels iteration 16> population: 16, bsize: 32, queue: 179, observed: 3728, best-error: 0.0001586914062500014 worst-error: 0.00018855746267506162 SearchModels iteration 17> population: 16, bsize: 32, queue: 177, observed: 3905, best-error: 0.0001586914062500014 worst-error: 0.0001760651261973385 SearchModels iteration 18> population: 16, bsize: 32, queue: 172, observed: 4077, best-error: 0.0001586914062500014 worst-error: 0.00016950542623826682 SearchModels iteration 19> population: 16, bsize: 32, queue: 161, observed: 4238, best-error: 0.0001586914062500014 worst-error: 0.0001666022991073212 SearchModels iteration 20> population: 16, bsize: 32, queue: 173, observed: 4411, best-error: 0.0001586914062500014 worst-error: 0.00016437853795566083 SearchModels iteration 21> population: 16, bsize: 32, queue: 164, observed: 4575, best-error: 0.0001586914062500014 worst-error: 0.00016184634754199954 SearchModels iteration 22> population: 16, bsize: 32, queue: 163, observed: 4738, best-error: 0.0001586914062500014 worst-error: 0.00015981529985722407 SearchModels iteration 23> population: 16, bsize: 32, queue: 156, observed: 4894, best-error: 0.00015783830257179167 worst-error: 0.00015926270462748418 SearchModels iteration 24> population: 16, bsize: 32, queue: 161, observed: 5055, best-error: 0.00015783830257179167 worst-error: 0.0001586914062500014 SearchModels iteration 25> population: 16, bsize: 32, queue: 146, observed: 5201, best-error: 0.00015783830257179167 worst-error: 0.0001582156688798836 SearchModels iteration 26> population: 16, bsize: 32, queue: 108, observed: 5309, best-error: 0.0001578295900772902 worst-error: 0.0001579233916334587 SearchModels> stop by convergence error=(0.987458086013794, 0.975) => 0.0001578394145380264, iter=27 (of 300) 1 => ((0.9874531984329225, 0.975) => 0.00015782951725749596) 2 => ((0.9874528527259827, 0.975) => 0.00015782952466937854) 3 => ((0.9874535083770752, 0.975) => 0.0001578295900772902) 4 => ((0.9874523162841797, 0.975) => 0.00015782972121805772) 5 => ((0.9874521493911743, 0.975) => 0.00015782982826715436) 6 => ((0.9874519944190979, 0.975) => 0.00015782994717485456) 7 => ((0.9874516248703004, 0.975) => 0.00015783030652101216) 8 => ((0.9874501705169678, 0.975) => 0.0001578327579833823) 9 => ((0.987450110912323, 0.975) => 0.00015783289373975378) 10 => ((0.9874563217163086, 0.975) => 0.0001578336870659142) 11 => ((0.9874492883682251, 0.975) => 0.00015783505091462866) 12 => ((0.9874572038650513, 0.975) => 0.00015783624649759532) 13 => ((0.9874573707580567, 0.975) => 0.00015783679917727713) 14 => ((0.9874483227729798, 0.975) => 0.0001578382584163383) 15 => ((0.9874483108520509, 0.975) => 0.00015783830257179167) ===== 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: 164, observed: 1124, best-error: 0.9000000000000015 worst-error: 20.499999999999996 SearchModels iteration 2> population: 16, bsize: 32, queue: 160, observed: 1284, best-error: 0.39999999999999797 worst-error: 5.85 SearchModels iteration 3> population: 16, bsize: 32, queue: 170, observed: 1454, best-error: 0.22812499999999883 worst-error: 3.1731250000000077 SearchModels iteration 4> population: 16, bsize: 32, queue: 169, observed: 1623, best-error: 0.024414062499999833 worst-error: 0.3150390625000004 SearchModels iteration 5> population: 16, bsize: 32, queue: 176, observed: 1799, best-error: 0.0001586914062500014 worst-error: 0.049999999999999774 SearchModels iteration 6> population: 16, bsize: 32, queue: 178, observed: 1977, best-error: 3.921508789062584e-5 worst-error: 0.00970947265624967 SearchModels iteration 7> population: 16, bsize: 32, queue: 173, observed: 2150, best-error: 3.921508789062584e-5 worst-error: 0.0011207580566406398 SearchModels iteration 8> population: 16, bsize: 32, queue: 176, observed: 2326, best-error: 2.4420022964478496e-6 worst-error: 0.00025010108947753906 SearchModels iteration 9> population: 16, bsize: 32, queue: 183, observed: 2509, best-error: 6.103888154029169e-7 worst-error: 2.9348768293864242e-5 SearchModels iteration 10> population: 16, bsize: 32, queue: 158, observed: 2667, best-error: 0.0 worst-error: 3.814697265626735e-6 SearchModels iteration 11> population: 16, bsize: 32, queue: 136, observed: 2803, best-error: 0.0 worst-error: 1.5259021893150348e-7 SearchModels> stop by convergence error=(0.9997070312499999, 0.9994140625) => 8.583142516730753e-8, iter=12 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0, 0.9999999999999999) => 1.232595164407831e-30) 3 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) 4 => ((0.9999023437500001, 0.9998046875000001) => 9.536752258992399e-9) 5 => ((0.99990234375, 0.9998046875) => 9.53675225901387e-9) 6 => ((1.0001953124999998, 1.000390625) => 3.8147118175329774e-8) 7 => ((0.9998046875, 0.9996093750000001) => 3.81471181754182e-8) 8 => ((0.9998046875, 0.999609375) => 3.814711817541905e-8) 9 => ((1.0001953125, 1.000390625) => 3.8147118175419897e-8) 10 => ((0.9998046875, 0.9996093749999999) => 3.8147118175419897e-8) 11 => ((1.00029296875, 1.0005859375000001) => 8.583142516724248e-8) 12 => ((0.99970703125, 0.9994140625000001) => 8.583142516724438e-8) 13 => ((0.99970703125, 0.9994140625) => 8.583142516724629e-8) 14 => ((0.99970703125, 0.9994140624999999) => 8.583142516724819e-8) 15 => ((0.9997070312499999, 0.9994140625000001) => 8.583142516730562e-8) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 20.7s PkgEval succeeded after 61.32s