Package evaluation to test SearchModels on Julia 1.14.0-DEV.2043 (b936235316*) started at 2026-04-16T18:46:53.875 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 14.45s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [0e966ebe] + SearchModels v0.5.1 Updating `~/.julia/environments/v1.14/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.19.4 [ffbed154] + DocStringExtensions v0.9.5 [92d709cd] + IrrationalConstants v0.2.6 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [43287f4e] + PtrArrays v1.4.0 [0e966ebe] + SearchModels v0.5.1 [a2af1166] + SortingAlgorithms v1.2.2 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 [2913bbd2] + StatsBase v0.34.10 [56f22d72] + Artifacts v1.11.0 [8ba89e20] + Distributed v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.30+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.15.0+0 Installation completed after 1.67s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling project... 3.4 s ✓ SearchModels 1 dependency successfully precompiled in 4 seconds. 27 already precompiled. Precompilation completed after 25.91s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_uI92hW/Project.toml` [0e966ebe] SearchModels v0.5.1 [2913bbd2] StatsBase v0.34.10 [8ba89e20] Distributed v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_uI92hW/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.19.4 [ffbed154] DocStringExtensions v0.9.5 [92d709cd] IrrationalConstants v0.2.6 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.1 [43287f4e] PtrArrays v1.4.0 [0e966ebe] SearchModels v0.5.1 [a2af1166] SortingAlgorithms v1.2.2 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 [2913bbd2] StatsBase v0.34.10 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [8ba89e20] Distributed v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.13.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [8dfed614] Test v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [4536629a] OpenBLAS_jll v0.3.30+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.15.0+0 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: 53, observed: 353, best-error: 222713.55363112688 worst-error: 587973.6027049422 SearchModels iteration 2> population: 16, bsize: 64, queue: 61, observed: 414, best-error: 8529.39998462286 worst-error: 316153.680373251 SearchModels iteration 3> population: 16, bsize: 64, queue: 60, observed: 474, best-error: 8529.39998462286 worst-error: 43898.09255844496 SearchModels iteration 4> population: 16, bsize: 64, queue: 60, observed: 534, best-error: 1937.03712398287 worst-error: 13470.531343052191 SearchModels iteration 5> population: 16, bsize: 64, queue: 59, observed: 593, best-error: 1937.03712398287 worst-error: 7180.242664357949 SearchModels iteration 6> population: 16, bsize: 64, queue: 60, observed: 653, best-error: 200.16867764080897 worst-error: 4132.549721106463 SearchModels iteration 7> population: 16, bsize: 64, queue: 61, observed: 714, best-error: 199.97966765063 worst-error: 1436.1063345702432 SearchModels iteration 8> population: 16, bsize: 64, queue: 61, observed: 775, best-error: 74.02103450124817 worst-error: 313.6512060262526 SearchModels iteration 9> population: 16, bsize: 64, queue: 54, observed: 829, best-error: 72.50029084232322 worst-error: 139.52314599331456 SearchModels iteration 10> population: 16, bsize: 64, queue: 63, observed: 892, best-error: 70.08031381129967 worst-error: 96.69932965243817 SearchModels iteration 11> population: 16, bsize: 64, queue: 59, observed: 951, best-error: 70.08031381129967 worst-error: 75.56538005600193 SearchModels iteration 12> population: 16, bsize: 64, queue: 59, observed: 1010, best-error: 66.60518736184123 worst-error: 71.97552593749283 SearchModels iteration 13> population: 16, bsize: 64, queue: 61, observed: 1071, best-error: 64.896214637526 worst-error: 70.44284352725946 SearchModels iteration 14> population: 16, bsize: 64, queue: 57, observed: 1128, best-error: 64.896214637526 worst-error: 68.72077065615841 SearchModels iteration 15> population: 16, bsize: 64, queue: 60, observed: 1188, best-error: 64.896214637526 worst-error: 67.22758699090653 SearchModels iteration 16> population: 16, bsize: 64, queue: 59, observed: 1247, best-error: 64.25867544350521 worst-error: 66.08197865553655 SearchModels iteration 17> population: 16, bsize: 64, queue: 61, observed: 1308, best-error: 64.25867544350521 worst-error: 65.5649710525541 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1367, best-error: 64.25867544350521 worst-error: 64.988262924678 SearchModels iteration 19> population: 16, bsize: 64, queue: 55, observed: 1422, best-error: 63.85417865028186 worst-error: 64.7310356841014 SearchModels iteration 20> population: 16, bsize: 64, queue: 56, observed: 1478, best-error: 63.69437576545014 worst-error: 64.48735249129916 SearchModels iteration 21> population: 16, bsize: 64, queue: 58, observed: 1536, best-error: 63.36145411355898 worst-error: 63.96903322495649 SearchModels iteration 22> population: 16, bsize: 64, queue: 59, observed: 1595, best-error: 63.36145411355898 worst-error: 63.686620142941806 SearchModels iteration 23> population: 16, bsize: 64, queue: 59, observed: 1654, best-error: 63.190863237970134 worst-error: 63.55704313611797 SearchModels iteration 24> population: 16, bsize: 64, queue: 58, observed: 1712, best-error: 63.13534703725102 worst-error: 63.44426782714757 SearchModels iteration 25> population: 16, bsize: 64, queue: 62, observed: 1774, best-error: 62.83541908414157 worst-error: 63.31631912960941 SearchModels iteration 26> population: 16, bsize: 64, queue: 60, observed: 1834, best-error: 62.38649641655112 worst-error: 63.12451456863905 SearchModels iteration 27> population: 16, bsize: 64, queue: 56, observed: 1890, best-error: 62.38649641655112 worst-error: 62.96329587857628 SearchModels iteration 28> population: 16, bsize: 64, queue: 59, observed: 1949, best-error: 62.21453141014952 worst-error: 62.760922184796236 SearchModels iteration 29> population: 16, bsize: 64, queue: 57, observed: 2006, best-error: 62.21453141014952 worst-error: 62.61612760816294 SearchModels iteration 30> population: 16, bsize: 64, queue: 58, observed: 2064, best-error: 62.21453141014952 worst-error: 62.44656537134528 SearchModels iteration 31> population: 16, bsize: 64, queue: 58, observed: 2122, best-error: 62.1020509532084 worst-error: 62.37934361984918 SearchModels iteration 32> population: 16, bsize: 64, queue: 55, observed: 2177, best-error: 61.99679928717116 worst-error: 62.28886882764122 SearchModels iteration 33> population: 16, bsize: 64, queue: 60, observed: 2237, best-error: 61.79927683069359 worst-error: 62.18380063939287 SearchModels iteration 34> population: 16, bsize: 64, queue: 62, observed: 2299, best-error: 61.79927683069359 worst-error: 62.07763948963019 SearchModels iteration 35> population: 16, bsize: 64, queue: 58, observed: 2357, best-error: 61.77627876396257 worst-error: 61.96050795105855 SearchModels iteration 36> population: 16, bsize: 64, queue: 61, observed: 2418, best-error: 61.75504461056814 worst-error: 61.85534879597015 SearchModels iteration 37> population: 16, bsize: 64, queue: 57, observed: 2475, best-error: 61.53420732110853 worst-error: 61.79927683069359 SearchModels iteration 38> population: 16, bsize: 64, queue: 60, observed: 2535, best-error: 61.366332848945184 worst-error: 61.75317168360869 SearchModels iteration 39> population: 16, bsize: 64, queue: 57, observed: 2592, best-error: 61.366332848945184 worst-error: 61.53420732110853 SearchModels iteration 40> population: 16, bsize: 64, queue: 59, observed: 2651, best-error: 61.30271199122401 worst-error: 61.45872127762707 SearchModels iteration 41> population: 16, bsize: 64, queue: 59, observed: 2710, best-error: 61.1747173632389 worst-error: 61.36821109618444 SearchModels iteration 42> population: 16, bsize: 64, queue: 58, observed: 2768, best-error: 60.95764378686881 worst-error: 61.25434666218889 SearchModels iteration 43> population: 16, bsize: 64, queue: 60, observed: 2828, best-error: 60.760595476805115 worst-error: 61.104342890173875 SearchModels iteration 44> population: 16, bsize: 64, queue: 61, observed: 2889, best-error: 60.760595476805115 worst-error: 61.003876331412826 SearchModels iteration 45> population: 16, bsize: 64, queue: 57, observed: 2946, best-error: 60.66269800447163 worst-error: 60.87771994058414 SearchModels iteration 46> population: 16, bsize: 64, queue: 56, observed: 3002, best-error: 60.4441885232835 worst-error: 60.78973377214384 SearchModels iteration 47> population: 16, bsize: 64, queue: 63, observed: 3065, best-error: 60.4441885232835 worst-error: 60.68251825308339 SearchModels iteration 48> population: 16, bsize: 64, queue: 57, observed: 3122, best-error: 60.35867341098941 worst-error: 60.55518390071597 SearchModels iteration 49> population: 16, bsize: 64, queue: 56, observed: 3178, best-error: 60.22286143645459 worst-error: 60.506285950601324 SearchModels iteration 50> population: 16, bsize: 64, queue: 61, observed: 3239, best-error: 60.19603747519555 worst-error: 60.37190026786491 SearchModels iteration 51> population: 16, bsize: 64, queue: 58, observed: 3297, best-error: 60.03690030914986 worst-error: 60.261763976099786 SearchModels iteration 52> population: 16, bsize: 64, queue: 57, observed: 3354, best-error: 59.93925949236397 worst-error: 60.17515875731616 SearchModels iteration 53> population: 16, bsize: 64, queue: 52, observed: 3406, best-error: 59.83709469623405 worst-error: 60.074866247329425 SearchModels iteration 54> population: 16, bsize: 64, queue: 59, observed: 3465, best-error: 59.83709469623405 worst-error: 59.991537490075785 SearchModels iteration 55> population: 16, bsize: 64, queue: 63, observed: 3528, best-error: 59.77571893922907 worst-error: 59.9371862833138 SearchModels iteration 56> population: 16, bsize: 64, queue: 58, observed: 3586, best-error: 59.733299529303316 worst-error: 59.86539016051631 SearchModels iteration 57> population: 16, bsize: 64, queue: 59, observed: 3645, best-error: 59.633437088862074 worst-error: 59.810280916351324 SearchModels iteration 58> population: 16, bsize: 64, queue: 53, observed: 3698, best-error: 59.54881189447183 worst-error: 59.764934587279946 SearchModels iteration 59> population: 16, bsize: 64, queue: 60, observed: 3758, best-error: 59.52002746844092 worst-error: 59.6798624353394 SearchModels iteration 60> population: 16, bsize: 64, queue: 58, observed: 3816, best-error: 59.46115584594112 worst-error: 59.614324931743866 SearchModels iteration 61> population: 16, bsize: 64, queue: 59, observed: 3875, best-error: 59.41358056732071 worst-error: 59.55002868391688 SearchModels iteration 62> population: 16, bsize: 64, queue: 57, observed: 3932, best-error: 59.372704962172186 worst-error: 59.496849691018426 SearchModels iteration 63> population: 16, bsize: 64, queue: 56, observed: 3988, best-error: 59.32226366297057 worst-error: 59.45176772242798 SearchModels iteration 64> population: 16, bsize: 64, queue: 61, observed: 4049, best-error: 59.250544948160965 worst-error: 59.41318535767813 SearchModels iteration 65> population: 16, bsize: 64, queue: 58, observed: 4107, best-error: 59.2361857895714 worst-error: 59.335194881757715 SearchModels iteration 66> population: 16, bsize: 64, queue: 61, observed: 4168, best-error: 59.082816899840594 worst-error: 59.28502203894815 SearchModels iteration 67> population: 16, bsize: 64, queue: 59, observed: 4227, best-error: 59.063670883542066 worst-error: 59.2361857895714 SearchModels iteration 68> population: 16, bsize: 64, queue: 58, observed: 4285, best-error: 59.0054178868593 worst-error: 59.127544611183716 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4344, best-error: 58.94939258687195 worst-error: 59.08962533737249 SearchModels iteration 70> population: 16, bsize: 64, queue: 63, observed: 4407, best-error: 58.82483592020426 worst-error: 59.014142339076976 SearchModels iteration 71> population: 16, bsize: 64, queue: 61, observed: 4468, best-error: 58.779890643370955 worst-error: 58.95079456138496 SearchModels iteration 72> population: 16, bsize: 64, queue: 59, observed: 4527, best-error: 58.73951327195627 worst-error: 58.88151375401117 SearchModels iteration 73> population: 16, bsize: 64, queue: 60, observed: 4587, best-error: 58.73951327195627 worst-error: 58.8161139156675 SearchModels iteration 74> population: 16, bsize: 64, queue: 60, observed: 4647, best-error: 58.61126473854952 worst-error: 58.779890643370955 SearchModels iteration 75> population: 16, bsize: 64, queue: 58, observed: 4705, best-error: 58.47474983005139 worst-error: 58.74282834280817 SearchModels iteration 76> population: 16, bsize: 64, queue: 60, observed: 4765, best-error: 58.43322493720241 worst-error: 58.67867849388091 SearchModels iteration 77> population: 16, bsize: 64, queue: 54, observed: 4819, best-error: 58.43322493720241 worst-error: 58.58122491419845 SearchModels iteration 78> population: 16, bsize: 64, queue: 62, observed: 4881, best-error: 58.34720768018505 worst-error: 58.51779926825564 SearchModels iteration 79> population: 16, bsize: 64, queue: 60, observed: 4941, best-error: 58.34720768018505 worst-error: 58.470186742140235 SearchModels iteration 80> population: 16, bsize: 64, queue: 57, observed: 4998, best-error: 58.286664110404914 worst-error: 58.41742337714472 SearchModels iteration 81> population: 16, bsize: 64, queue: 60, observed: 5058, best-error: 58.130153586822374 worst-error: 58.36178795776418 SearchModels iteration 82> population: 16, bsize: 64, queue: 58, observed: 5116, best-error: 58.122258143122956 worst-error: 58.31642653284539 SearchModels iteration 83> population: 16, bsize: 64, queue: 57, observed: 5173, best-error: 58.04961159274173 worst-error: 58.249870165486996 SearchModels iteration 84> population: 16, bsize: 64, queue: 59, observed: 5232, best-error: 58.04961159274173 worst-error: 58.180428325982014 SearchModels iteration 85> population: 16, bsize: 64, queue: 57, observed: 5289, best-error: 58.04961159274173 worst-error: 58.111362057454635 SearchModels iteration 86> population: 16, bsize: 64, queue: 62, observed: 5351, best-error: 57.927280217168565 worst-error: 58.075289297645135 SearchModels iteration 87> population: 16, bsize: 64, queue: 57, observed: 5408, best-error: 57.797810328838445 worst-error: 58.00833351816474 SearchModels iteration 88> population: 16, bsize: 64, queue: 61, observed: 5469, best-error: 57.797810328838445 worst-error: 57.96062396816883 SearchModels iteration 89> population: 16, bsize: 64, queue: 54, observed: 5523, best-error: 57.797810328838445 worst-error: 57.892540218769504 SearchModels iteration 90> population: 16, bsize: 64, queue: 59, observed: 5582, best-error: 57.7453620353083 worst-error: 57.85628272015141 SearchModels iteration 91> population: 16, bsize: 64, queue: 59, observed: 5641, best-error: 57.675083209619274 worst-error: 57.81545657372143 SearchModels iteration 92> population: 16, bsize: 64, queue: 60, observed: 5701, best-error: 57.675083209619274 worst-error: 57.791901296022836 SearchModels iteration 93> population: 16, bsize: 64, queue: 57, observed: 5758, best-error: 57.567017109745514 worst-error: 57.73089508832306 SearchModels iteration 94> population: 16, bsize: 64, queue: 57, observed: 5815, best-error: 57.51055154435574 worst-error: 57.683711163418415 SearchModels iteration 95> population: 16, bsize: 64, queue: 55, observed: 5870, best-error: 57.454575463994736 worst-error: 57.62588802154968 SearchModels iteration 96> population: 16, bsize: 64, queue: 61, observed: 5931, best-error: 57.37121870340012 worst-error: 57.5533349690568 SearchModels iteration 97> population: 16, bsize: 64, queue: 60, observed: 5991, best-error: 57.33700506943715 worst-error: 57.48827150313048 SearchModels iteration 98> population: 16, bsize: 64, queue: 57, observed: 6048, best-error: 57.243166277178894 worst-error: 57.39809651102184 SearchModels iteration 99> population: 16, bsize: 64, queue: 59, observed: 6107, best-error: 57.243166277178894 worst-error: 57.362344910835674 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.7535586347816361, 0.5990340265149974, 0.366523759308666, 0.7566087442700046, 0.22263680960648136] 1 => ([2.697617800485249, 0.014410139238389337, -0.2661679809781933, 0.7675082034797184, 0.23094544744915907] => 57.243166277178894) 2 => ([2.6898519058652774, 0.014456230098478328, -0.26338862495078175, 0.7675082034797184, 0.23094544744915907] => 57.28105968953025) 3 => ([2.686687975326851, 0.014418364971773397, -0.2651113814366457, 0.7675082034797184, 0.23094544744915907] => 57.29206755656457) 4 => ([2.6867261990747666, 0.014412216662946509, -0.26387250839513493, 0.7675082034797184, 0.23094544744915907] => 57.293143687887714) 5 => ([2.6865084537387514, 0.014443243345284091, -0.2639740320348364, 0.7675082034797184, 0.23094544744915907] => 57.29398130555043) 6 => ([2.685833213622423, 0.014412955067961305, -0.263405242729365, 0.7675082034797184, 0.23094544744915907] => 57.299411174436756) 7 => ([2.6849133408909944, 0.014374786593893716, -0.26411447048767256, 0.7675082034797184, 0.23094544744915907] => 57.300723566084606) 8 => ([2.683993468159566, 0.014336618119826127, -0.2648236982459802, 0.7675082034797184, 0.23094544744915907] => 57.30417799443011) 9 => ([2.6844859834385946, 0.0145141865787003, -0.2660284990598664, 0.7675082034797184, 0.23094544744915907] => 57.30626661444092) 10 => ([2.6844458694975253, 0.014465417855900263, -0.26331539703702356, 0.7675082034797184, 0.23094544744915907] => 57.306625829735644) 11 => ([2.6834588208317784, 0.014369700776850004, -0.26426546537710277, 0.7675082034797184, 0.23094544744915907] => 57.307224238218325) 12 => ([2.684199611858011, 0.014376633626463176, -0.26271299663008046, 0.7675082034797184, 0.23094544744915907] => 57.31147322215565) 13 => ([2.6827852057398642, 0.0144203165322195, -0.2655770935423535, 0.7675082034797184, 0.23094544744915907] => 57.31193764484398) 14 => ([2.684788078981205, 0.014437520659563798, -0.2622715149534568, 0.7675082034797184, 0.23094544744915907] => 57.313078259708696) 15 => ([2.681737831333616, 0.014397447840582452, -0.2641712465185245, 0.7675082034797184, 0.23094544744915907] => 57.315649608641074) Test Summary: | Total Time SearchModels.jl | 0 7.3s ===== 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: 168, observed: 1132, best-error: 0.4999999999999982 worst-error: 19.719999999999956 SearchModels iteration 2> population: 16, bsize: 32, queue: 172, observed: 1304, best-error: 0.4999999999999982 worst-error: 5.453125 SearchModels iteration 3> population: 16, bsize: 32, queue: 156, observed: 1460, best-error: 0.06250000000000011 worst-error: 3.273124999999992 SearchModels iteration 4> population: 16, bsize: 32, queue: 159, observed: 1619, best-error: 0.06250000000000011 worst-error: 2.1787890624999995 SearchModels iteration 5> population: 16, bsize: 32, queue: 178, observed: 1797, best-error: 0.0625 worst-error: 0.8499999999999956 SearchModels iteration 6> population: 16, bsize: 32, queue: 172, observed: 1969, best-error: 0.016601562500000028 worst-error: 0.3100390625000004 SearchModels iteration 7> population: 16, bsize: 32, queue: 176, observed: 2145, best-error: 0.016601562500000028 worst-error: 0.10847656249999976 SearchModels iteration 8> population: 16, bsize: 32, queue: 179, observed: 2324, best-error: 0.012168121337891073 worst-error: 0.045000000000000345 SearchModels iteration 9> population: 16, bsize: 32, queue: 186, observed: 2510, best-error: 0.0006640625000000077 worst-error: 0.01423314753919845 SearchModels iteration 10> population: 16, bsize: 32, queue: 182, observed: 2692, best-error: 0.0006640625000000077 worst-error: 0.006608504394534975 SearchModels iteration 11> population: 16, bsize: 32, queue: 180, observed: 2872, best-error: 0.0006640625000000077 worst-error: 0.0037890624999999912 SearchModels iteration 12> population: 16, bsize: 32, queue: 189, observed: 3061, best-error: 0.000503467729495817 worst-error: 0.0018022515613579568 SearchModels iteration 13> population: 16, bsize: 32, queue: 181, observed: 3242, best-error: 0.00045253542266429723 worst-error: 0.0009508912523325647 SearchModels iteration 14> population: 16, bsize: 32, queue: 179, observed: 3421, best-error: 0.00029513169564782403 worst-error: 0.0006095124495027877 SearchModels iteration 15> population: 16, bsize: 32, queue: 172, observed: 3593, best-error: 0.00029513169564782403 worst-error: 0.00039481292018132076 SearchModels iteration 16> population: 16, bsize: 32, queue: 174, observed: 3767, best-error: 0.00029513169564782403 worst-error: 0.0003328706302015712 SearchModels iteration 17> population: 16, bsize: 32, queue: 183, observed: 3950, best-error: 0.00029513169564782403 worst-error: 0.0003173074525517528 SearchModels iteration 18> population: 16, bsize: 32, queue: 171, observed: 4121, best-error: 0.00029513169564782403 worst-error: 0.00030814097694704777 SearchModels iteration 19> population: 16, bsize: 32, queue: 168, observed: 4289, best-error: 0.00029513169564782403 worst-error: 0.0003032548180773909 SearchModels iteration 20> population: 16, bsize: 32, queue: 166, observed: 4455, best-error: 0.00029513169564782403 worst-error: 0.0003002700003995482 SearchModels iteration 21> population: 16, bsize: 32, queue: 167, observed: 4622, best-error: 0.00029513169564782403 worst-error: 0.0002980623592389514 SearchModels iteration 22> population: 16, bsize: 32, queue: 156, observed: 4778, best-error: 0.0002945715957730794 worst-error: 0.0002965950503086598 SearchModels iteration 23> population: 16, bsize: 32, queue: 143, observed: 4921, best-error: 0.0002945715957730794 worst-error: 0.0002956090525105526 SearchModels iteration 24> population: 16, bsize: 32, queue: 119, observed: 5040, best-error: 0.0002945715957730794 worst-error: 0.000294870334360016 SearchModels iteration 25> population: 16, bsize: 32, queue: 95, observed: 5135, best-error: 0.0002945715916490893 worst-error: 0.00029458534724770437 SearchModels> stop by convergence error=(1.0171630859374998, 1.034618830680847) => 0.00029457188474512556, iter=26 (of 300) 1 => ((1.0171630859374998, 1.034620428085327) => 0.0002945715288399536) 2 => ((1.0171630859374998, 1.034620118141174) => 0.00029457155799210097) 3 => ((1.0171630859374998, 1.0346215963363645) => 0.0002945715916490893) 4 => ((1.0171630859374998, 1.0346216082572934) => 0.0002945715936968735) 5 => ((1.0171630859374998, 1.0346216201782226) => 0.0002945715957730794) 6 => ((1.0171630859374998, 1.0346216440200804) => 0.00029457160001075623) 7 => ((1.0171630859374998, 1.0346216559410095) => 0.00029457160217222727) 8 => ((1.0171630859374998, 1.0346216917037963) => 0.0002945716088271705) 9 => ((1.0171630859374998, 1.034619617462158) => 0.0002945716456702324) 10 => ((1.0171630859374998, 1.0346219301223751) => 0.00029457165973045205) 11 => ((1.0171630859374998, 1.0346219420433043) => 0.0002945716625740441) 12 => ((1.0171630859374998, 1.0346219778060912) => 0.0002945716712753505) 13 => ((1.0171630859374998, 1.034622001647949) => 0.0002945716772183299) 14 => ((1.0171630859374998, 1.0346192836761472) => 0.00029457173197559524) 15 => ((1.0171630859374998, 1.034622263908386) => 0.00029457175009443506) ===== 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: 1145, best-error: 1.2200000000000022 worst-error: 10.600000000000001 SearchModels iteration 2> population: 16, bsize: 32, queue: 167, observed: 1312, best-error: 0.0 worst-error: 3.2 SearchModels iteration 3> population: 16, bsize: 32, queue: 178, observed: 1490, best-error: 0.0 worst-error: 0.6500000000000001 SearchModels iteration 4> population: 16, bsize: 32, queue: 179, observed: 1669, best-error: 0.0 worst-error: 0.24441406250000058 SearchModels iteration 5> population: 16, bsize: 32, queue: 181, observed: 1850, best-error: 0.0 worst-error: 0.10722656249999919 SearchModels iteration 6> population: 16, bsize: 32, queue: 168, observed: 2018, best-error: 0.0 worst-error: 0.03773681640624918 SearchModels iteration 7> population: 16, bsize: 32, queue: 167, observed: 2185, best-error: 0.0 worst-error: 0.018711090087890715 SearchModels iteration 8> population: 16, bsize: 32, queue: 176, observed: 2361, best-error: 0.0 worst-error: 0.011690273880958602 SearchModels iteration 9> population: 16, bsize: 32, queue: 181, observed: 2542, best-error: 0.0 worst-error: 0.00846714079380037 SearchModels iteration 10> population: 16, bsize: 32, queue: 186, observed: 2728, best-error: 0.0 worst-error: 0.0033681107335722525 SearchModels iteration 11> population: 16, bsize: 32, queue: 182, observed: 2910, best-error: 0.0 worst-error: 0.0012211697571910725 SearchModels iteration 12> population: 16, bsize: 32, queue: 172, observed: 3082, best-error: 0.0 worst-error: 0.0004647440090775599 SearchModels iteration 13> population: 16, bsize: 32, queue: 171, observed: 3253, best-error: 0.0 worst-error: 0.00019311572455082973 SearchModels iteration 14> population: 16, bsize: 32, queue: 176, observed: 3429, best-error: 0.0 worst-error: 6.496087939923331e-5 SearchModels iteration 15> population: 16, bsize: 32, queue: 172, observed: 3601, best-error: 0.0 worst-error: 2.7886477910214973e-5 SearchModels iteration 16> population: 16, bsize: 32, queue: 176, observed: 3777, best-error: 0.0 worst-error: 1.366264093637231e-5 SearchModels iteration 17> population: 16, bsize: 32, queue: 174, observed: 3951, best-error: 0.0 worst-error: 5.022352721408291e-6 SearchModels iteration 18> population: 16, bsize: 32, queue: 171, observed: 4122, best-error: 0.0 worst-error: 2.9239146714140535e-6 SearchModels iteration 19> population: 16, bsize: 32, queue: 180, observed: 4302, best-error: 0.0 worst-error: 1.5765568513262169e-6 SearchModels iteration 20> population: 16, bsize: 32, queue: 176, observed: 4478, best-error: 0.0 worst-error: 5.992225081443545e-7 SearchModels iteration 21> population: 16, bsize: 32, queue: 181, observed: 4659, best-error: 0.0 worst-error: 2.259431681756701e-7 SearchModels iteration 22> population: 16, bsize: 32, queue: 177, observed: 4836, best-error: 0.0 worst-error: 9.96174959157004e-8 SearchModels> stop by convergence error=(0.9998123168945312, 0.9996292114257812) => 3.728829854789261e-8, iter=23 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.9999141693115234, 0.9998306274414063) => 7.887409157286757e-9) 3 => ((0.9999061584472656, 0.9998146057128906) => 9.326082547397234e-9) 4 => ((0.9999015808105469, 0.9998100280761719) => 1.4387864609681665e-8) 5 => ((0.9998701095581055, 0.9997413635253907) => 1.6998661011393424e-8) 6 => ((0.9998649597167969, 0.9997356414794922) => 2.148922296233783e-8) 7 => ((0.9998603820800781, 0.999725341796875) => 2.1570830830359167e-8) 8 => ((0.9998283386230469, 0.9996612548828125) => 3.1536212544981687e-8) 9 => ((0.9998237609863281, 0.9996509552001953) => 3.2217664207230756e-8) 10 => ((0.9998214721679688, 0.9996463775634765) => 3.30291086329227e-8) 11 => ((0.9998237609863281, 0.999652099609375) => 3.3127325753291636e-8) 12 => ((0.9998191833496094, 0.9996406555175781) => 3.3203670472633914e-8) 13 => ((0.9998157501220704, 0.9996349334716796) => 3.510352764356363e-8) 14 => ((0.9998180389404296, 0.9996406555175781) => 3.517509966679738e-8) 15 => ((0.9998237609863281, 0.9996406555175781) => 3.581776162735777e-8) Test Summary: | Total Time SearchModels.jl | 0 4.1s Testing SearchModels tests passed Testing completed after 19.84s PkgEval succeeded after 77.22s