Package evaluation of SearchModels on Julia 1.13.0-DEV.843 (7634fdf1d6*) started at 2025-07-10T14:07:18.989 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.66s ################################################################################ # 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 v4.17.0 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [ffbed154] + DocStringExtensions v0.9.5 [92d709cd] + IrrationalConstants v0.2.4 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [d96e819e] + Parameters v0.12.3 [0e966ebe] + SearchModels v0.4.1 [a2af1166] + SortingAlgorithms v1.2.1 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [3a884ed6] + UnPack v1.0.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [d6f4376e] + Markdown v1.11.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.13.1+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 1.11s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 20.95s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_aUOIwh/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_aUOIwh/Manifest.toml` [34da2185] Compat v4.17.0 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.5 [92d709cd] IrrationalConstants v0.2.4 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.1 [d96e819e] Parameters v0.12.3 [0e966ebe] SearchModels v0.4.1 [a2af1166] SortingAlgorithms v1.2.1 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [3a884ed6] UnPack v1.0.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [fa267f1f] TOML v1.0.3 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [4536629a] OpenBLAS_jll v0.3.29+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.13.1+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... SearchModels> search params iter=0, initialpopulation=300, maxpopulation=16, bsize=64, mutbsize=32, crossbsize=32 SearchModels iteration 1> population: 16, bsize: 64, queue: 57, observed: 357, best-error: 1276.2280502110198 worst-error: 1.0843610907339153e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 60, observed: 417, best-error: 1276.2280502110198 worst-error: 64612.37842569803 SearchModels iteration 3> population: 16, bsize: 64, queue: 59, observed: 476, best-error: 1010.6023393552204 worst-error: 6768.502375880159 SearchModels iteration 4> population: 16, bsize: 64, queue: 58, observed: 534, best-error: 102.44274884421638 worst-error: 1939.2431494302364 SearchModels iteration 5> population: 16, bsize: 64, queue: 62, observed: 596, best-error: 61.661634815424584 worst-error: 264.08387004768247 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 654, best-error: 19.59386097749298 worst-error: 74.12783189056772 SearchModels iteration 7> population: 16, bsize: 64, queue: 55, observed: 709, best-error: 13.649521193579137 worst-error: 31.873367591025996 SearchModels iteration 8> population: 16, bsize: 64, queue: 61, observed: 770, best-error: 13.649521193579137 worst-error: 19.59386097749298 SearchModels iteration 9> population: 16, bsize: 64, queue: 62, observed: 832, best-error: 13.54231030864866 worst-error: 15.398022375074783 SearchModels iteration 10> population: 16, bsize: 64, queue: 56, observed: 888, best-error: 13.410028000029758 worst-error: 14.080329132324916 SearchModels iteration 11> population: 16, bsize: 64, queue: 61, observed: 949, best-error: 12.345240173124873 worst-error: 13.636383587222712 SearchModels iteration 12> population: 16, bsize: 64, queue: 59, observed: 1008, best-error: 12.345240173124873 worst-error: 13.300578394552334 SearchModels iteration 13> population: 16, bsize: 64, queue: 61, observed: 1069, best-error: 11.949129367105655 worst-error: 12.86908509568986 SearchModels iteration 14> population: 16, bsize: 64, queue: 54, observed: 1123, best-error: 11.911469858854746 worst-error: 12.584691054139887 SearchModels iteration 15> population: 16, bsize: 64, queue: 62, observed: 1185, best-error: 11.754631179040453 worst-error: 12.166151684950474 SearchModels iteration 16> population: 16, bsize: 64, queue: 62, observed: 1247, best-error: 11.520374239313357 worst-error: 11.885885296216182 SearchModels iteration 17> population: 16, bsize: 64, queue: 54, observed: 1301, best-error: 11.506896020822335 worst-error: 11.659139716723216 SearchModels iteration 18> population: 16, bsize: 64, queue: 58, observed: 1359, best-error: 11.395416888454285 worst-error: 11.538673122452037 SearchModels iteration 19> population: 16, bsize: 64, queue: 57, observed: 1416, best-error: 11.381006209410002 worst-error: 11.484131038837972 SearchModels iteration 20> population: 16, bsize: 64, queue: 56, observed: 1472, best-error: 11.29335134481023 worst-error: 11.415984310062834 SearchModels iteration 21> population: 16, bsize: 64, queue: 60, observed: 1532, best-error: 11.29335134481023 worst-error: 11.38978468663086 SearchModels iteration 22> population: 16, bsize: 64, queue: 59, observed: 1591, best-error: 11.290555837467753 worst-error: 11.343442780932813 SearchModels iteration 23> population: 16, bsize: 64, queue: 57, observed: 1648, best-error: 11.283849665004595 worst-error: 11.307953929676687 SearchModels iteration 24> population: 16, bsize: 64, queue: 61, observed: 1709, best-error: 11.279662962438064 worst-error: 11.291426659601491 SearchModels iteration 25> population: 16, bsize: 64, queue: 59, observed: 1768, best-error: 11.279662962438064 worst-error: 11.285494484608321 SearchModels iteration 26> population: 16, bsize: 64, queue: 60, observed: 1828, best-error: 11.279179380065264 worst-error: 11.28187472823538 SearchModels iteration 27> population: 16, bsize: 64, queue: 59, observed: 1887, best-error: 11.274950592509274 worst-error: 11.28044135223139 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1945, best-error: 11.27470642309202 worst-error: 11.27958423604598 SearchModels iteration 29> population: 16, bsize: 64, queue: 59, observed: 2004, best-error: 11.269251157064826 worst-error: 11.27690892953935 SearchModels iteration 30> population: 16, bsize: 64, queue: 57, observed: 2061, best-error: 11.269251157064826 worst-error: 11.275236767917852 SearchModels iteration 31> population: 16, bsize: 64, queue: 59, observed: 2120, best-error: 11.269251157064826 worst-error: 11.274007230836874 SearchModels iteration 32> population: 16, bsize: 64, queue: 56, observed: 2176, best-error: 11.268745020838876 worst-error: 11.2727375669347 SearchModels iteration 33> population: 16, bsize: 64, queue: 60, observed: 2236, best-error: 11.265449170380677 worst-error: 11.271720776625537 SearchModels iteration 34> population: 16, bsize: 64, queue: 58, observed: 2294, best-error: 11.265449170380677 worst-error: 11.270338489680961 SearchModels iteration 35> population: 16, bsize: 64, queue: 58, observed: 2352, best-error: 11.265449170380677 worst-error: 11.268745020838876 SearchModels iteration 36> population: 16, bsize: 64, queue: 60, observed: 2412, best-error: 11.265449170380677 worst-error: 11.26762131829 SearchModels iteration 37> population: 16, bsize: 64, queue: 58, observed: 2470, best-error: 11.265449170380677 worst-error: 11.266682744252263 SearchModels iteration 38> population: 16, bsize: 64, queue: 58, observed: 2528, best-error: 11.265449170380677 worst-error: 11.26613034849355 SearchModels iteration 39> population: 16, bsize: 64, queue: 59, observed: 2587, best-error: 11.261194588137533 worst-error: 11.265866107765463 SearchModels iteration 40> population: 16, bsize: 64, queue: 59, observed: 2646, best-error: 11.261194588137533 worst-error: 11.26570859883406 SearchModels iteration 41> population: 16, bsize: 64, queue: 64, observed: 2710, best-error: 11.261194588137533 worst-error: 11.26445335552924 SearchModels iteration 42> population: 16, bsize: 64, queue: 57, observed: 2767, best-error: 11.260410320769566 worst-error: 11.263425780377789 SearchModels iteration 43> population: 16, bsize: 64, queue: 56, observed: 2823, best-error: 11.260410320769566 worst-error: 11.262318321328092 SearchModels iteration 44> population: 16, bsize: 64, queue: 56, observed: 2879, best-error: 11.258024220213297 worst-error: 11.261758619882954 SearchModels iteration 45> population: 16, bsize: 64, queue: 53, observed: 2932, best-error: 11.258024220213297 worst-error: 11.261335030798755 SearchModels iteration 46> population: 16, bsize: 64, queue: 58, observed: 2990, best-error: 11.258024220213297 worst-error: 11.260549831802669 SearchModels iteration 47> population: 16, bsize: 64, queue: 56, observed: 3046, best-error: 11.256922297218924 worst-error: 11.259995289405445 SearchModels iteration 48> population: 16, bsize: 64, queue: 59, observed: 3105, best-error: 11.255374042532068 worst-error: 11.2593763368194 SearchModels iteration 49> population: 16, bsize: 64, queue: 56, observed: 3161, best-error: 11.255374042532068 worst-error: 11.258335300363104 SearchModels iteration 50> population: 16, bsize: 64, queue: 56, observed: 3217, best-error: 11.254268674316188 worst-error: 11.257508341319376 SearchModels iteration 51> population: 16, bsize: 64, queue: 56, observed: 3273, best-error: 11.254268674316188 worst-error: 11.256922297218924 SearchModels iteration 52> population: 16, bsize: 64, queue: 60, observed: 3333, best-error: 11.254268674316188 worst-error: 11.256231112269267 SearchModels iteration 53> population: 16, bsize: 64, queue: 58, observed: 3391, best-error: 11.254268674316188 worst-error: 11.255762667719353 SearchModels iteration 54> population: 16, bsize: 64, queue: 58, observed: 3449, best-error: 11.254268674316188 worst-error: 11.255347201269352 SearchModels iteration 55> population: 16, bsize: 64, queue: 58, observed: 3507, best-error: 11.254268674316188 worst-error: 11.255195267107029 SearchModels iteration 56> population: 16, bsize: 64, queue: 54, observed: 3561, best-error: 11.254268674316188 worst-error: 11.254828217822284 SearchModels iteration 57> population: 16, bsize: 64, queue: 53, observed: 3614, best-error: 11.254107150676905 worst-error: 11.254658971900577 SearchModels iteration 58> population: 16, bsize: 64, queue: 55, observed: 3669, best-error: 11.250934409825701 worst-error: 11.254548429943677 SearchModels iteration 59> population: 16, bsize: 64, queue: 59, observed: 3728, best-error: 11.250851652362766 worst-error: 11.254407684730696 SearchModels iteration 60> population: 16, bsize: 64, queue: 60, observed: 3788, best-error: 11.250851652362766 worst-error: 11.251250947498502 SearchModels iteration 61> population: 16, bsize: 64, queue: 54, observed: 3842, best-error: 11.24819474035702 worst-error: 11.250944916105418 SearchModels iteration 62> population: 16, bsize: 64, queue: 54, observed: 3896, best-error: 11.24819474035702 worst-error: 11.250905900466307 SearchModels iteration 63> population: 16, bsize: 64, queue: 59, observed: 3955, best-error: 11.24819474035702 worst-error: 11.249556411068259 SearchModels iteration 64> population: 16, bsize: 64, queue: 58, observed: 4013, best-error: 11.24819474035702 worst-error: 11.249481080856423 SearchModels iteration 65> population: 16, bsize: 64, queue: 60, observed: 4073, best-error: 11.24819474035702 worst-error: 11.249009730012304 SearchModels iteration 66> population: 16, bsize: 64, queue: 55, observed: 4128, best-error: 11.24819474035702 worst-error: 11.2488335258921 SearchModels iteration 67> population: 16, bsize: 64, queue: 53, observed: 4181, best-error: 11.245906849514093 worst-error: 11.248629328364514 SearchModels iteration 68> population: 16, bsize: 64, queue: 60, observed: 4241, best-error: 11.245906849514093 worst-error: 11.248508671504315 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4300, best-error: 11.245906849514093 worst-error: 11.247818617388745 SearchModels iteration 70> population: 16, bsize: 64, queue: 58, observed: 4358, best-error: 11.245906849514093 worst-error: 11.247177089779761 SearchModels iteration 71> population: 16, bsize: 64, queue: 58, observed: 4416, best-error: 11.243980370074485 worst-error: 11.24669968487161 SearchModels iteration 72> population: 16, bsize: 64, queue: 60, observed: 4476, best-error: 11.243980370074485 worst-error: 11.24647090206659 SearchModels iteration 73> population: 16, bsize: 64, queue: 60, observed: 4536, best-error: 11.243980370074485 worst-error: 11.245817659188626 SearchModels iteration 74> population: 16, bsize: 64, queue: 56, observed: 4592, best-error: 11.243980370074485 worst-error: 11.245243480645767 SearchModels iteration 75> population: 16, bsize: 64, queue: 54, observed: 4646, best-error: 11.243980370074485 worst-error: 11.245014860208592 SearchModels iteration 76> population: 16, bsize: 64, queue: 55, observed: 4701, best-error: 11.243980370074485 worst-error: 11.244653174714905 SearchModels iteration 77> population: 16, bsize: 64, queue: 58, observed: 4759, best-error: 11.243980370074485 worst-error: 11.244420844423232 SearchModels iteration 78> population: 16, bsize: 64, queue: 56, observed: 4815, best-error: 11.243980370074485 worst-error: 11.244246071015482 SearchModels iteration 79> population: 16, bsize: 64, queue: 58, observed: 4873, best-error: 11.243980370074485 worst-error: 11.244175058096863 SearchModels iteration 80> population: 16, bsize: 64, queue: 60, observed: 4933, best-error: 11.241859147680247 worst-error: 11.244124792855168 SearchModels iteration 81> population: 16, bsize: 64, queue: 57, observed: 4990, best-error: 11.241859147680247 worst-error: 11.244067299043934 SearchModels iteration 82> population: 16, bsize: 64, queue: 56, observed: 5046, best-error: 11.24070445455792 worst-error: 11.243502589349587 SearchModels iteration 83> population: 16, bsize: 64, queue: 58, observed: 5104, best-error: 11.24070445455792 worst-error: 11.242700191971075 SearchModels iteration 84> population: 16, bsize: 64, queue: 60, observed: 5164, best-error: 11.24049694422324 worst-error: 11.241829491524857 SearchModels iteration 85> population: 16, bsize: 64, queue: 59, observed: 5223, best-error: 11.24049694422324 worst-error: 11.241556460060002 SearchModels iteration 86> population: 16, bsize: 64, queue: 60, observed: 5283, best-error: 11.239114487038115 worst-error: 11.241084111473311 SearchModels iteration 87> population: 16, bsize: 64, queue: 59, observed: 5342, best-error: 11.238784461803219 worst-error: 11.240811199794676 SearchModels iteration 88> population: 16, bsize: 64, queue: 60, observed: 5402, best-error: 11.238784461803219 worst-error: 11.240389059235396 SearchModels iteration 89> population: 16, bsize: 64, queue: 59, observed: 5461, best-error: 10.2836865539055 worst-error: 11.239797618294316 SearchModels iteration 90> population: 16, bsize: 64, queue: 58, observed: 5519, best-error: 10.2836865539055 worst-error: 10.522609413967615 SearchModels iteration 91> population: 16, bsize: 64, queue: 57, observed: 5576, best-error: 10.160776093542461 worst-error: 10.343203449095595 SearchModels iteration 92> population: 16, bsize: 64, queue: 58, observed: 5634, best-error: 10.160776093542461 worst-error: 10.283754652760257 SearchModels iteration 93> population: 16, bsize: 64, queue: 58, observed: 5692, best-error: 10.160776093542461 worst-error: 10.221636823454183 SearchModels iteration 94> population: 16, bsize: 64, queue: 59, observed: 5751, best-error: 10.065103861142356 worst-error: 10.19152675191364 SearchModels iteration 95> population: 16, bsize: 64, queue: 60, observed: 5811, best-error: 9.966551456965528 worst-error: 10.161413070790662 SearchModels iteration 96> population: 16, bsize: 64, queue: 62, observed: 5873, best-error: 9.966551456965528 worst-error: 10.079339390208805 SearchModels iteration 97> population: 16, bsize: 64, queue: 56, observed: 5929, best-error: 9.939750591480593 worst-error: 10.042422457823116 SearchModels iteration 98> population: 16, bsize: 64, queue: 59, observed: 5988, best-error: 9.857361526725587 worst-error: 9.990336058947213 SearchModels iteration 99> population: 16, bsize: 64, queue: 57, observed: 6045, best-error: 9.857361526725587 worst-error: 9.946079460772498 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.6749835523091922, 0.2125617708629044, 0.3348748973239284, 0.4797287638508716, 0.33094805146480455] 1 => ([0.08543485995597624, 1.0858849005539775, 0.18710313354622213, 0.4669517400140194, 0.33313000128535375] => 9.818976618062385) 2 => ([0.08609282583956088, 1.0911523195088622, 0.18855535895379955, 0.46695174001401946, 0.33313000128535375] => 9.857361526725587) 3 => ([0.0853513744753161, 1.0952547290283032, 0.18929589565275864, 0.4669517400140195, 0.33313000128535375] => 9.893528106636516) 4 => ([0.08543485995597624, 1.0967437495595171, 0.18710313354622213, 0.4669517400140194, 0.33313000128535375] => 9.895376126717391) 5 => ([0.08590428713138812, 1.0968238589859136, 0.18825213678051378, 0.46695174001401946, 0.33313000128535375] => 9.897190488125842) 6 => ([0.08598267365728746, 1.0970028234838154, 0.1886748218992071, 0.4669517400140194, 0.33313000128535375] => 9.900539896097696) 7 => ([0.08525085114857485, 1.0968070281344837, 0.18930126169423717, 0.46695174001401957, 0.33313000128535375] => 9.905197384785964) 8 => ([0.08539405897725248, 1.097206814800035, 0.18928377405234453, 0.4669517400140195, 0.33313000128535375] => 9.907716647378093) 9 => ([0.08576572642098118, 1.0963631855464393, 0.18999776515571914, 0.4669517400140195, 0.33313000128535375] => 9.907818264720314) 10 => ([0.08537904706232557, 1.0986962444903146, 0.18770511578893162, 0.4669517400140194, 0.33313000128535375] => 9.910573775057241) 11 => ([0.08561063734063254, 1.0987894579380355, 0.1877159573829265, 0.46695174001401946, 0.33313000128535375] => 9.910792707929383) 12 => ([0.0855753041895958, 1.0989002207670526, 0.18752602407672506, 0.4669517400140194, 0.33313000128535375] => 9.911378877386882) 13 => ([0.08526788899465595, 1.0937657084970895, 0.19148865775929516, 0.4669517400140196, 0.33313000128535375] => 9.911423493021173) 14 => ([0.0855753041895958, 1.099619574011241, 0.18752602407672506, 0.4669517400140194, 0.33313000128535375] => 9.916824880025308) 15 => ([0.0851503278218336, 1.0983593272406642, 0.18930662773571566, 0.4669517400140196, 0.33313000128535375] => 9.917028976582554) Test Summary: | Total Time SearchModels.jl | 0 6.2s ===== 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: 169, observed: 1140, best-error: 0.3200000000000003 worst-error: 21.92000000000001 SearchModels iteration 2> population: 16, bsize: 32, queue: 164, observed: 1304, best-error: 0.049999999999999774 worst-error: 6.12 SearchModels iteration 3> population: 16, bsize: 32, queue: 159, observed: 1463, best-error: 0.049999999999999774 worst-error: 2.0381640625 SearchModels iteration 4> population: 16, bsize: 32, queue: 162, observed: 1625, best-error: 0.010351562500000251 worst-error: 0.5824999999999991 SearchModels iteration 5> population: 16, bsize: 32, queue: 160, observed: 1785, best-error: 0.010351562500000251 worst-error: 0.19812499999999983 SearchModels iteration 6> population: 16, bsize: 32, queue: 165, observed: 1950, best-error: 0.007226562500000108 worst-error: 0.06250000000000036 SearchModels iteration 7> population: 16, bsize: 32, queue: 169, observed: 2119, best-error: 0.007226562500000108 worst-error: 0.040625000000000064 SearchModels iteration 8> population: 16, bsize: 32, queue: 180, observed: 2299, best-error: 0.007226562500000108 worst-error: 0.020172281265258593 SearchModels iteration 9> population: 16, bsize: 32, queue: 168, observed: 2467, best-error: 0.004150390624999979 worst-error: 0.013929329514503876 SearchModels iteration 10> population: 16, bsize: 32, queue: 174, observed: 2641, best-error: 0.0022962624207139163 worst-error: 0.010166168212890674 SearchModels iteration 11> population: 16, bsize: 32, queue: 180, observed: 2821, best-error: 0.0012631947174668267 worst-error: 0.004454457201063639 SearchModels iteration 12> population: 16, bsize: 32, queue: 177, observed: 2998, best-error: 0.0012631947174668267 worst-error: 0.0026977539062500193 SearchModels iteration 13> population: 16, bsize: 32, queue: 171, observed: 3169, best-error: 0.0012631947174668267 worst-error: 0.0019597561680711807 SearchModels iteration 14> population: 16, bsize: 32, queue: 162, observed: 3331, best-error: 0.0012631947174668267 worst-error: 0.0015761047601700507 SearchModels iteration 15> population: 16, bsize: 32, queue: 174, observed: 3505, best-error: 0.001239203847944738 worst-error: 0.001409320216635008 SearchModels iteration 16> population: 16, bsize: 32, queue: 161, observed: 3666, best-error: 0.001239203847944738 worst-error: 0.0013341069043786846 SearchModels iteration 17> population: 16, bsize: 32, queue: 155, observed: 3821, best-error: 0.001239203847944738 worst-error: 0.001276958251098701 SearchModels iteration 18> population: 16, bsize: 32, queue: 134, observed: 3955, best-error: 0.0012202589961350853 worst-error: 0.0012482211357661402 SearchModels iteration 19> population: 16, bsize: 32, queue: 140, observed: 4095, best-error: 0.0012202589961350853 worst-error: 0.0012370070908218635 SearchModels iteration 20> population: 16, bsize: 32, queue: 145, observed: 4240, best-error: 0.0012202589961350853 worst-error: 0.0012284564955054454 SearchModels iteration 21> population: 16, bsize: 32, queue: 150, observed: 4390, best-error: 0.0012202589961350853 worst-error: 0.0012238006225506154 SearchModels iteration 22> population: 16, bsize: 32, queue: 134, observed: 4524, best-error: 0.0012197365518989453 worst-error: 0.0012214543213895505 SearchModels iteration 23> population: 16, bsize: 32, queue: 124, observed: 4648, best-error: 0.0012197287690515121 worst-error: 0.0012204773102365443 SearchModels iteration 24> population: 16, bsize: 32, queue: 100, observed: 4748, best-error: 0.001219709229032487 worst-error: 0.001219924080355708 SearchModels iteration 25> population: 16, bsize: 32, queue: 94, observed: 4842, best-error: 0.0012197081111427065 worst-error: 0.0012197325067706242 SearchModels> stop by convergence error=(0.96507568359375, 0.9313655376434327) => 0.0012197109427464577, iter=26 (of 300) 1 => ((0.96507568359375, 0.9313711643218994) => 0.0012197078772405643) 2 => ((0.96507568359375, 0.9313707828521729) => 0.001219707884982638) 3 => ((0.96507568359375, 0.9313701629638672) => 0.001219707959636521) 4 => ((0.96507568359375, 0.9313700914382934) => 0.001219707973195808) 5 => ((0.96507568359375, 0.9313695430755615) => 0.0012197081111427065) 6 => ((0.96507568359375, 0.9313727855682372) => 0.0012197081690263599) 7 => ((0.96507568359375, 0.9313691616058349) => 0.0012197082425760594) 8 => ((0.96507568359375, 0.9313687801361084) => 0.001219708403113243) 9 => ((0.96507568359375, 0.9313684701919556) => 0.0012197085549796734) 10 => ((0.96507568359375, 0.9313738584518433) => 0.001219708651168686) 11 => ((0.96507568359375, 0.9313673973083496) => 0.001219709229032487) 12 => ((0.96507568359375, 0.9313748598098754) => 0.0012197093088740427) 13 => ((0.96507568359375, 0.9313667774200439) => 0.001219709723418175) 14 => ((0.96507568359375, 0.9313755512237549) => 0.0012197098800445316) 15 => ((0.96507568359375, 0.9313762426376343) => 0.0012197105468256507) ===== 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: 1153, best-error: 0.32000000000000195 worst-error: 20.500000000000007 SearchModels iteration 2> population: 16, bsize: 32, queue: 154, observed: 1307, best-error: 0.20312499999999994 worst-error: 3.6999999999999993 SearchModels iteration 3> population: 16, bsize: 32, queue: 150, observed: 1457, best-error: 0.05000000000000044 worst-error: 1.7000000000000002 SearchModels iteration 4> population: 16, bsize: 32, queue: 175, observed: 1632, best-error: 0.02312500000000006 worst-error: 0.30312500000000003 SearchModels iteration 5> population: 16, bsize: 32, queue: 179, observed: 1811, best-error: 0.013518066406249862 worst-error: 0.09812500000000164 SearchModels iteration 6> population: 16, bsize: 32, queue: 173, observed: 1984, best-error: 0.0006640624999999772 worst-error: 0.03249999999999955 SearchModels iteration 7> population: 16, bsize: 32, queue: 173, observed: 2157, best-error: 0.0006640624999999772 worst-error: 0.009433746337890693 SearchModels iteration 8> population: 16, bsize: 32, queue: 175, observed: 2332, best-error: 2.202093601226885e-5 worst-error: 0.001526013016700744 SearchModels iteration 9> population: 16, bsize: 32, queue: 184, observed: 2516, best-error: 6.103888154029034e-7 worst-error: 0.00025010108947753906 SearchModels iteration 10> population: 16, bsize: 32, queue: 176, observed: 2692, best-error: 6.103888154025022e-7 worst-error: 2.202093601226885e-5 SearchModels iteration 11> population: 16, bsize: 32, queue: 164, observed: 2856, best-error: 3.8147118175329774e-8 worst-error: 3.816152457147837e-6 SearchModels iteration 12> population: 16, bsize: 32, queue: 156, observed: 3012, best-error: 4.942706609275402e-30 worst-error: 1.5259021893150348e-7 SearchModels iteration 13> population: 16, bsize: 32, queue: 147, observed: 3159, best-error: 1.2449211160519093e-30 worst-error: 3.8147118175420744e-8 SearchModels> stop by convergence error=(0.9999267578125, 0.9998535156249999) => 5.364420907489732e-9, iter=14 (of 300) 1 => ((0.9999999999999999, 0.9999999999999999) => 1.2449211160519093e-30) 2 => ((0.9999999999999999, 1.0) => 4.942706609275402e-30) 3 => ((0.9999999999999998, 0.9999999999999999) => 1.1142660286246792e-29) 4 => ((0.9999999999999998, 1.0) => 1.9770826437101608e-29) 5 => ((1.0000244140624999, 1.000048828125) => 5.960464832745229e-10) 6 => ((0.9999755859374999, 0.9999511718749999) => 5.96046483285365e-10) 7 => ((0.9999755859374999, 0.9999511718749998) => 5.960464832853782e-10) 8 => ((0.9999755859374998, 0.9999511718749998) => 5.960464832907728e-10) 9 => ((1.0000488281249997, 1.00009765625) => 2.3841863594235553e-9) 10 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 11 => ((0.9999511718749999, 0.99990234375) => 2.3841863594562406e-9) 12 => ((0.9999511718749999, 0.9999023437499999) => 2.3841863594562935e-9) 13 => ((0.9999511718749998, 0.9999023437499999) => 2.3841863594670295e-9) 14 => ((1.0000732421874998, 1.000146484375) => 5.364420907456729e-9) 15 => ((1.0000732421874998, 1.0001464843749999) => 5.364420907456967e-9) Test Summary: | Total Time SearchModels.jl | 0 2.6s Testing SearchModels tests passed Testing completed after 21.08s PkgEval succeeded after 63.81s