Package evaluation of SearchModels on Julia 1.13.0-DEV.717 (51214a7524*) started at 2025-06-08T14:07:27.571 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.42s ################################################################################ # 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 v0.9.5 [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 v5.12.0+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 To see why use `status --outdated -m` Installation completed after 1.16s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 20.25s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_qeNcfS/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_qeNcfS/Manifest.toml` [34da2185] Compat v4.16.0 [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 v5.12.0+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: 52, observed: 352, best-error: 67834.7805823809 worst-error: 801976.1661741995 SearchModels iteration 2> population: 16, bsize: 64, queue: 61, observed: 413, best-error: 3530.9003828394225 worst-error: 169481.73946406614 SearchModels iteration 3> population: 16, bsize: 64, queue: 61, observed: 474, best-error: 2832.7415773992 worst-error: 34431.00021527373 SearchModels iteration 4> population: 16, bsize: 64, queue: 55, observed: 529, best-error: 187.82386430988814 worst-error: 3989.950016598181 SearchModels iteration 5> population: 16, bsize: 64, queue: 57, observed: 586, best-error: 22.00822185246779 worst-error: 903.95160668983 SearchModels iteration 6> population: 16, bsize: 64, queue: 59, observed: 645, best-error: 22.00822185246779 worst-error: 119.7242985821967 SearchModels iteration 7> population: 16, bsize: 64, queue: 58, observed: 703, best-error: 7.805016143138647 worst-error: 38.938477619917826 SearchModels iteration 8> population: 16, bsize: 64, queue: 60, observed: 763, best-error: 7.470110545505801 worst-error: 22.00822185246779 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 821, best-error: 7.470110545505801 worst-error: 11.485310112607111 SearchModels iteration 10> population: 16, bsize: 64, queue: 58, observed: 879, best-error: 6.227400710733784 worst-error: 8.948322770029527 SearchModels iteration 11> population: 16, bsize: 64, queue: 59, observed: 938, best-error: 6.008408003827204 worst-error: 7.799796203765964 SearchModels iteration 12> population: 16, bsize: 64, queue: 58, observed: 996, best-error: 5.851282764742359 worst-error: 6.756454843181506 SearchModels iteration 13> population: 16, bsize: 64, queue: 61, observed: 1057, best-error: 5.851282764742359 worst-error: 6.253440581481667 SearchModels iteration 14> population: 16, bsize: 64, queue: 62, observed: 1119, best-error: 5.851282764742359 worst-error: 6.060909242129613 SearchModels iteration 15> population: 16, bsize: 64, queue: 60, observed: 1179, best-error: 5.791505419193046 worst-error: 5.909775338192736 SearchModels iteration 16> population: 16, bsize: 64, queue: 57, observed: 1236, best-error: 5.409298023628964 worst-error: 5.851532137403398 SearchModels iteration 17> population: 16, bsize: 64, queue: 54, observed: 1290, best-error: 5.409298023628964 worst-error: 5.800217589130485 SearchModels iteration 18> population: 16, bsize: 64, queue: 61, observed: 1351, best-error: 5.409298023628964 worst-error: 5.681024196885123 SearchModels iteration 19> population: 16, bsize: 64, queue: 56, observed: 1407, best-error: 5.409298023628964 worst-error: 5.547232232042101 SearchModels iteration 20> population: 16, bsize: 64, queue: 61, observed: 1468, best-error: 5.244028101243538 worst-error: 5.477916327442155 SearchModels iteration 21> population: 16, bsize: 64, queue: 59, observed: 1527, best-error: 5.229649789171813 worst-error: 5.428994737999178 SearchModels iteration 22> population: 16, bsize: 64, queue: 60, observed: 1587, best-error: 4.943596233047494 worst-error: 5.309319372702437 SearchModels iteration 23> population: 16, bsize: 64, queue: 61, observed: 1648, best-error: 4.943596233047494 worst-error: 5.252424754543069 SearchModels iteration 24> population: 16, bsize: 64, queue: 59, observed: 1707, best-error: 4.712850030462568 worst-error: 5.092445860122503 SearchModels iteration 25> population: 16, bsize: 64, queue: 57, observed: 1764, best-error: 4.712850030462568 worst-error: 5.006861598275568 SearchModels iteration 26> population: 16, bsize: 64, queue: 60, observed: 1824, best-error: 4.662638852509784 worst-error: 4.88123040493031 SearchModels iteration 27> population: 16, bsize: 64, queue: 60, observed: 1884, best-error: 4.662638852509784 worst-error: 4.794967913847294 SearchModels iteration 28> population: 16, bsize: 64, queue: 57, observed: 1941, best-error: 4.567649553260081 worst-error: 4.721228406322932 SearchModels iteration 29> population: 16, bsize: 64, queue: 58, observed: 1999, best-error: 4.567649553260081 worst-error: 4.702081535428112 SearchModels iteration 30> population: 16, bsize: 64, queue: 61, observed: 2060, best-error: 4.567649553260081 worst-error: 4.67979578379174 SearchModels iteration 31> population: 16, bsize: 64, queue: 59, observed: 2119, best-error: 4.567649553260081 worst-error: 4.6439736882894245 SearchModels iteration 32> population: 16, bsize: 64, queue: 60, observed: 2179, best-error: 4.48616824340763 worst-error: 4.61529244786709 SearchModels iteration 33> population: 16, bsize: 64, queue: 58, observed: 2237, best-error: 4.48616824340763 worst-error: 4.598136996335535 SearchModels iteration 34> population: 16, bsize: 64, queue: 56, observed: 2293, best-error: 4.436226001193432 worst-error: 4.558751430790392 SearchModels iteration 35> population: 16, bsize: 64, queue: 58, observed: 2351, best-error: 4.428086363023521 worst-error: 4.527359262545268 SearchModels iteration 36> population: 16, bsize: 64, queue: 57, observed: 2408, best-error: 4.428086363023521 worst-error: 4.495338901265796 SearchModels iteration 37> population: 16, bsize: 64, queue: 61, observed: 2469, best-error: 4.376686621473171 worst-error: 4.454212474145417 SearchModels iteration 38> population: 16, bsize: 64, queue: 59, observed: 2528, best-error: 4.341195282466779 worst-error: 4.430583565276302 SearchModels iteration 39> population: 16, bsize: 64, queue: 58, observed: 2586, best-error: 4.341195282466779 worst-error: 4.4001492144679295 SearchModels iteration 40> population: 16, bsize: 64, queue: 57, observed: 2643, best-error: 4.341195282466779 worst-error: 4.376686621473171 SearchModels iteration 41> population: 16, bsize: 64, queue: 58, observed: 2701, best-error: 4.327677308182351 worst-error: 4.3677944985828 SearchModels iteration 42> population: 16, bsize: 64, queue: 61, observed: 2762, best-error: 4.267118804388109 worst-error: 4.356124801001415 SearchModels iteration 43> population: 16, bsize: 64, queue: 59, observed: 2821, best-error: 4.267118804388109 worst-error: 4.340204343862424 SearchModels iteration 44> population: 16, bsize: 64, queue: 57, observed: 2878, best-error: 4.267118804388109 worst-error: 4.3194307761022674 SearchModels iteration 45> population: 16, bsize: 64, queue: 59, observed: 2937, best-error: 4.266933955975587 worst-error: 4.303948997137646 SearchModels iteration 46> population: 16, bsize: 64, queue: 62, observed: 2999, best-error: 4.263149130603908 worst-error: 4.2902826693158795 SearchModels iteration 47> population: 16, bsize: 64, queue: 59, observed: 3058, best-error: 4.263149130603908 worst-error: 4.282357141255599 SearchModels iteration 48> population: 16, bsize: 64, queue: 57, observed: 3115, best-error: 4.2548829823468415 worst-error: 4.272113987462389 SearchModels iteration 49> population: 16, bsize: 64, queue: 59, observed: 3174, best-error: 4.219706866907196 worst-error: 4.267194958740764 SearchModels iteration 50> population: 16, bsize: 64, queue: 57, observed: 3231, best-error: 4.217314093861192 worst-error: 4.260378009611942 SearchModels iteration 51> population: 16, bsize: 64, queue: 61, observed: 3292, best-error: 4.217314093861192 worst-error: 4.242792798305005 SearchModels iteration 52> population: 16, bsize: 64, queue: 60, observed: 3352, best-error: 4.205497415801643 worst-error: 4.2355799518536745 SearchModels iteration 53> population: 16, bsize: 64, queue: 55, observed: 3407, best-error: 4.198856438760835 worst-error: 4.2277844706628205 SearchModels iteration 54> population: 16, bsize: 64, queue: 58, observed: 3465, best-error: 4.198856438760835 worst-error: 4.218403311770851 SearchModels iteration 55> population: 16, bsize: 64, queue: 57, observed: 3522, best-error: 4.176662729721618 worst-error: 4.211249399236899 SearchModels iteration 56> population: 16, bsize: 64, queue: 59, observed: 3581, best-error: 4.176662729721618 worst-error: 4.205497415801643 SearchModels iteration 57> population: 16, bsize: 64, queue: 53, observed: 3634, best-error: 4.167146616957269 worst-error: 4.196577793178841 SearchModels iteration 58> population: 16, bsize: 64, queue: 62, observed: 3696, best-error: 4.167146616957269 worst-error: 4.188836682196874 SearchModels iteration 59> population: 16, bsize: 64, queue: 59, observed: 3755, best-error: 4.153897557938181 worst-error: 4.177912182892751 SearchModels iteration 60> population: 16, bsize: 64, queue: 58, observed: 3813, best-error: 4.153897557938181 worst-error: 4.171856695012647 SearchModels iteration 61> population: 16, bsize: 64, queue: 61, observed: 3874, best-error: 4.132077904627116 worst-error: 4.165879964908669 SearchModels iteration 62> population: 16, bsize: 64, queue: 56, observed: 3930, best-error: 4.132077904627116 worst-error: 4.161136349103848 SearchModels iteration 63> population: 16, bsize: 64, queue: 60, observed: 3990, best-error: 4.132077904627116 worst-error: 4.148563368695052 SearchModels iteration 64> population: 16, bsize: 64, queue: 57, observed: 4047, best-error: 4.117825141879323 worst-error: 4.140321626263636 SearchModels iteration 65> population: 16, bsize: 64, queue: 61, observed: 4108, best-error: 4.101596071860567 worst-error: 4.135776677396311 SearchModels iteration 66> population: 16, bsize: 64, queue: 58, observed: 4166, best-error: 4.101596071860567 worst-error: 4.127605754606234 SearchModels iteration 67> population: 16, bsize: 64, queue: 59, observed: 4225, best-error: 4.0922822236054825 worst-error: 4.119802681822988 SearchModels iteration 68> population: 16, bsize: 64, queue: 56, observed: 4281, best-error: 4.082267607894621 worst-error: 4.110344448717204 SearchModels iteration 69> population: 16, bsize: 64, queue: 55, observed: 4336, best-error: 4.082267607894621 worst-error: 4.09989387791698 SearchModels iteration 70> population: 16, bsize: 64, queue: 56, observed: 4392, best-error: 4.082267607894621 worst-error: 4.092900671468614 SearchModels iteration 71> population: 16, bsize: 64, queue: 59, observed: 4451, best-error: 4.082267607894621 worst-error: 4.090081808249713 SearchModels iteration 72> population: 16, bsize: 64, queue: 60, observed: 4511, best-error: 4.082267607894621 worst-error: 4.086987263148645 SearchModels iteration 73> population: 16, bsize: 64, queue: 53, observed: 4564, best-error: 4.073073719001036 worst-error: 4.085613291369997 SearchModels iteration 74> population: 16, bsize: 64, queue: 60, observed: 4624, best-error: 4.064341591449954 worst-error: 4.084275499146093 SearchModels iteration 75> population: 16, bsize: 64, queue: 56, observed: 4680, best-error: 4.064341591449954 worst-error: 4.077829610113978 SearchModels iteration 76> population: 16, bsize: 64, queue: 60, observed: 4740, best-error: 4.064341591449954 worst-error: 4.071941243148853 SearchModels iteration 77> population: 16, bsize: 64, queue: 63, observed: 4803, best-error: 4.050277725814983 worst-error: 4.068805672176968 SearchModels iteration 78> population: 16, bsize: 64, queue: 59, observed: 4862, best-error: 4.050277725814983 worst-error: 4.060961551581551 SearchModels iteration 79> population: 16, bsize: 64, queue: 59, observed: 4921, best-error: 4.050277725814983 worst-error: 4.056463038398795 SearchModels iteration 80> population: 16, bsize: 64, queue: 58, observed: 4979, best-error: 4.040879469197391 worst-error: 4.052879777694023 SearchModels iteration 81> population: 16, bsize: 64, queue: 58, observed: 5037, best-error: 4.040879469197391 worst-error: 4.051578523474799 SearchModels iteration 82> population: 16, bsize: 64, queue: 58, observed: 5095, best-error: 4.034494149674276 worst-error: 4.050270738815549 SearchModels iteration 83> population: 16, bsize: 64, queue: 60, observed: 5155, best-error: 4.02962824979509 worst-error: 4.045685941515665 SearchModels iteration 84> population: 16, bsize: 64, queue: 58, observed: 5213, best-error: 4.023322074662134 worst-error: 4.040428478022689 SearchModels iteration 85> population: 16, bsize: 64, queue: 62, observed: 5275, best-error: 4.012204273196849 worst-error: 4.032232150855856 SearchModels iteration 86> population: 16, bsize: 64, queue: 58, observed: 5333, best-error: 4.012204273196849 worst-error: 4.028755774544649 SearchModels iteration 87> population: 16, bsize: 64, queue: 56, observed: 5389, best-error: 4.001264803268586 worst-error: 4.023881267332907 SearchModels iteration 88> population: 16, bsize: 64, queue: 57, observed: 5446, best-error: 4.001264803268586 worst-error: 4.019013740346416 SearchModels iteration 89> population: 16, bsize: 64, queue: 61, observed: 5507, best-error: 4.001264803268586 worst-error: 4.01466686492497 SearchModels iteration 90> population: 16, bsize: 64, queue: 59, observed: 5566, best-error: 4.001264803268586 worst-error: 4.0105480986849065 SearchModels iteration 91> population: 16, bsize: 64, queue: 59, observed: 5625, best-error: 3.9964793087637793 worst-error: 4.008395018564004 SearchModels iteration 92> population: 16, bsize: 64, queue: 59, observed: 5684, best-error: 3.992431188389457 worst-error: 4.004957508746476 SearchModels iteration 93> population: 16, bsize: 64, queue: 58, observed: 5742, best-error: 3.98763649124787 worst-error: 4.001104500650313 SearchModels iteration 94> population: 16, bsize: 64, queue: 59, observed: 5801, best-error: 3.9844787622425843 worst-error: 3.996102193283743 SearchModels iteration 95> population: 16, bsize: 64, queue: 61, observed: 5862, best-error: 3.98360244340787 worst-error: 3.9904218745779585 SearchModels iteration 96> population: 16, bsize: 64, queue: 60, observed: 5922, best-error: 3.98360244340787 worst-error: 3.987081635644058 SearchModels iteration 97> population: 16, bsize: 64, queue: 59, observed: 5981, best-error: 3.98360244340787 worst-error: 3.9849928676016177 SearchModels iteration 98> population: 16, bsize: 64, queue: 59, observed: 6040, best-error: 3.972664981027794 worst-error: 3.9841652811354074 SearchModels iteration 99> population: 16, bsize: 64, queue: 58, observed: 6098, best-error: 3.972664981027794 worst-error: 3.9834613761037017 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.5214095031105295, 0.17086199329417429, 0.6255598660755474, 0.7216777423709761, 0.2659254673331234] 1 => ([-0.604547082315474, 0.40891383233009926, 0.5454404137881674, 0.7178406645092313, 0.2673189656308994] => 3.968840776070817) 2 => ([-0.6035832704755978, 0.4175341743384512, 0.5454404137881556, 0.7178406645092322, 0.26731896563089996] => 3.972664981027794) 3 => ([-0.6044684939930092, 0.41845958404660055, 0.5454404137881497, 0.7178406645092328, 0.26731896563090024] => 3.975310501064887) 4 => ([-0.6074845059685601, 0.4135866917567609, 0.5454404137881497, 0.7178406645092326, 0.2673189656309002] => 3.9770849501361183) 5 => ([-0.6053537175104207, 0.41938499375474986, 0.5454404137881437, 0.7178406645092332, 0.2673189656309005] => 3.978015251473965) 6 => ([-0.6064414916701343, 0.41726793733825274, 0.5454404137881556, 0.7178406645092323, 0.26731896563089996] => 3.978020656277056) 7 => ([-0.6062797491925567, 0.4176400172128989, 0.5454404137881678, 0.7178406645092315, 0.26731896563089946] => 3.9780554978523446) 8 => ([-0.6067427650336248, 0.4167675289419735, 0.5454404137881798, 0.7178406645092306, 0.26731896563089896] => 3.9781531490067183) 9 => ([-0.6063360038657459, 0.41768200258958066, 0.5454404137881943, 0.7178406645092296, 0.2673189656308983] => 3.9782063681368327) 10 => ([-0.6069742729541587, 0.4163312848065107, 0.5454404137881859, 0.7178406645092301, 0.2673189656308987] => 3.9782213565750584) 11 => ([-0.6072057808746928, 0.415895040671048, 0.5454404137881919, 0.7178406645092297, 0.2673189656308984] => 3.978302485470945) 12 => ([-0.6059292426978671, 0.41859647623718776, 0.545440413788209, 0.7178406645092286, 0.2673189656308977] => 3.978316226488021) 13 => ([-0.606168153594743, 0.418143467514648, 0.545440413788195, 0.7178406645092295, 0.2673189656308983] => 3.978328200564812) 14 => ([-0.606407064491619, 0.4176904587921082, 0.545440413788181, 0.7178406645092303, 0.26731896563089885] => 3.978354106736316) 15 => ([-0.60971537315334, 0.4106997001574355, 0.5454404137881901, 0.7178406645092299, 0.2673189656308985] => 3.979774029202698) Test Summary: | Total Time SearchModels.jl | 0 6.1s ===== 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: 175, observed: 1144, best-error: 1.62 worst-error: 31.720000000000056 SearchModels iteration 2> population: 16, bsize: 32, queue: 168, observed: 1312, best-error: 0.0981249999999992 worst-error: 5.203124999999999 SearchModels iteration 3> population: 16, bsize: 32, queue: 157, observed: 1469, best-error: 0.0981249999999992 worst-error: 2.0200000000000005 SearchModels iteration 4> population: 16, bsize: 32, queue: 164, observed: 1633, best-error: 0.0981249999999992 worst-error: 0.8200000000000001 SearchModels iteration 5> population: 16, bsize: 32, queue: 175, observed: 1808, best-error: 0.035705566406249986 worst-error: 0.25 SearchModels iteration 6> population: 16, bsize: 32, queue: 179, observed: 1987, best-error: 0.035705566406249986 worst-error: 0.10199462890625001 SearchModels iteration 7> population: 16, bsize: 32, queue: 178, observed: 2165, best-error: 0.03501235961914048 worst-error: 0.06347656250000003 SearchModels iteration 8> population: 16, bsize: 32, queue: 175, observed: 2340, best-error: 0.03125000000000006 worst-error: 0.04515869140624995 SearchModels iteration 9> population: 16, bsize: 32, queue: 180, observed: 2520, best-error: 0.03125000000000006 worst-error: 0.037591925263404914 SearchModels iteration 10> population: 16, bsize: 32, queue: 174, observed: 2694, best-error: 0.03125000000000006 worst-error: 0.034427919948939234 SearchModels iteration 11> population: 16, bsize: 32, queue: 172, observed: 2866, best-error: 0.03125000000000006 worst-error: 0.032851715087890594 SearchModels iteration 12> population: 16, bsize: 32, queue: 174, observed: 3040, best-error: 0.031174889206886276 worst-error: 0.03214871775591743 SearchModels iteration 13> population: 16, bsize: 32, queue: 157, observed: 3197, best-error: 0.031174889206886276 worst-error: 0.03154418072234934 SearchModels iteration 14> population: 16, bsize: 32, queue: 148, observed: 3345, best-error: 0.03115574363619089 worst-error: 0.03130887963818684 SearchModels iteration 15> population: 16, bsize: 32, queue: 163, observed: 3508, best-error: 0.031045832671225078 worst-error: 0.031174889206886276 SearchModels iteration 16> population: 16, bsize: 32, queue: 141, observed: 3649, best-error: 0.031045832671225078 worst-error: 0.031104478197560778 SearchModels iteration 17> population: 16, bsize: 32, queue: 159, observed: 3808, best-error: 0.03104373788410967 worst-error: 0.03107824828639882 SearchModels iteration 18> population: 16, bsize: 32, queue: 117, observed: 3925, best-error: 0.03104373788410967 worst-error: 0.031054351161342142 SearchModels iteration 19> population: 16, bsize: 32, queue: 98, observed: 4023, best-error: 0.03104373788410967 worst-error: 0.031044448032611475 SearchModels iteration 20> population: 16, bsize: 32, queue: 88, observed: 4111, best-error: 0.031043733822935182 worst-error: 0.031043765208088263 SearchModels> stop by convergence error=(0.824127197265625, 0.678125) => 0.03104373788410967, iter=21 (of 300) 1 => ((0.8241310119628906, 0.678125) => 0.031043733822935182) 2 => ((0.824130630493164, 0.678125) => 0.03104373387165775) 3 => ((0.8241317749023438, 0.678125) => 0.03104373396375462) 4 => ((0.8241302490234376, 0.678125) => 0.031043733999801686) 5 => ((0.8241321563720703, 0.678125) => 0.031043734153296858) 6 => ((0.824129867553711, 0.678125) => 0.0310437342073669) 7 => ((0.824132537841797, 0.678125) => 0.031043734422260893) 8 => ((0.8241294860839843, 0.678125) => 0.03104373449435328) 9 => ((0.82413330078125, 0.678125) => 0.031043735198454898) 10 => ((0.8241287231445313, 0.678125) => 0.031043735306589052) 11 => ((0.8241336822509766, 0.678125) => 0.031043735705685055) 12 => ((0.8241340637207031, 0.678125) => 0.031043736292337473) 13 => ((0.8241279602050782, 0.678125) => 0.031043736436508148) 14 => ((0.8241275787353515, 0.678125) => 0.031043737120598647) 15 => ((0.8241275787353516, 0.678125) => 0.031043737120598654) ===== RoseParams using inspect_population SearchModels> search params iter=0, initialpopulation=1000, maxpopulation=16, bsize=32, mutbsize=100, crossbsize=100 SearchModels iteration 1> population: 16, bsize: 32, queue: 167, observed: 1137, best-error: 0.52 worst-error: 13.6 SearchModels iteration 2> population: 16, bsize: 32, queue: 160, observed: 1297, best-error: 0.0999999999999996 worst-error: 5.078125 SearchModels iteration 3> population: 16, bsize: 32, queue: 161, observed: 1458, best-error: 0.0999999999999996 worst-error: 1.3281250000000004 SearchModels iteration 4> population: 16, bsize: 32, queue: 157, observed: 1615, best-error: 0.0999999999999996 worst-error: 0.5275390625000002 SearchModels iteration 5> population: 16, bsize: 32, queue: 141, observed: 1756, best-error: 0.0999999999999996 worst-error: 0.2850390625000008 SearchModels iteration 6> population: 16, bsize: 32, queue: 148, observed: 1904, best-error: 0.0999999999999996 worst-error: 0.21832275390624986 SearchModels iteration 7> population: 16, bsize: 32, queue: 144, observed: 2048, best-error: 0.0999999999999996 worst-error: 0.18595978736877447 SearchModels iteration 8> population: 16, bsize: 32, queue: 146, observed: 2194, best-error: 0.0999999999999996 worst-error: 0.17612075805664054 SearchModels iteration 9> population: 16, bsize: 32, queue: 133, observed: 2327, best-error: 0.0999999999999996 worst-error: 0.17000000000000004 SearchModels iteration 10> population: 16, bsize: 32, queue: 155, observed: 2482, best-error: 0.0999999999999996 worst-error: 0.16717823133105417 SearchModels iteration 11> population: 16, bsize: 32, queue: 138, observed: 2620, best-error: 0.0999999999999996 worst-error: 0.16393376410007482 SearchModels iteration 12> population: 16, bsize: 32, queue: 136, observed: 2756, best-error: 0.0999999999999996 worst-error: 0.16217779461294413 SearchModels iteration 13> population: 16, bsize: 32, queue: 134, observed: 2890, best-error: 0.0999999999999996 worst-error: 0.1610765244462527 SearchModels iteration 14> population: 16, bsize: 32, queue: 117, observed: 3007, best-error: 0.0999999999999996 worst-error: 0.16061527252197266 SearchModels iteration 15> population: 16, bsize: 32, queue: 123, observed: 3130, best-error: 0.0999999999999996 worst-error: 0.16032287597656253 SearchModels iteration 16> population: 16, bsize: 32, queue: 111, observed: 3241, best-error: 0.0999999999999996 worst-error: 0.16019094705581668 SearchModels iteration 17> population: 16, bsize: 32, queue: 99, observed: 3340, best-error: 0.0999999999999996 worst-error: 0.16012943506240848 SearchModels iteration 18> population: 16, bsize: 32, queue: 107, observed: 3447, best-error: 0.0999999999999996 worst-error: 0.16008880853652957 SearchModels iteration 19> population: 16, bsize: 32, queue: 108, observed: 3555, best-error: 0.0999999999999996 worst-error: 0.16006829634308817 SearchModels iteration 20> population: 16, bsize: 32, queue: 105, observed: 3660, best-error: 0.0999999999999996 worst-error: 0.1600579717222695 SearchModels iteration 21> population: 16, bsize: 32, queue: 95, observed: 3755, best-error: 0.0999999999999996 worst-error: 0.16005134478211405 SearchModels iteration 22> population: 16, bsize: 32, queue: 94, observed: 3849, best-error: 0.0999999999999996 worst-error: 0.16004659453930803 SearchModels iteration 23> population: 16, bsize: 32, queue: 129, observed: 3978, best-error: 0.0999999999999996 worst-error: 0.16004407763713974 SearchModels iteration 24> population: 16, bsize: 32, queue: 132, observed: 4110, best-error: 0.0999999999999996 worst-error: 0.16004267078125853 SearchModels iteration 25> population: 16, bsize: 32, queue: 137, observed: 4247, best-error: 0.0999999999999996 worst-error: 0.16004167369735117 SearchModels iteration 26> population: 16, bsize: 32, queue: 119, observed: 4366, best-error: 0.0999999999999996 worst-error: 0.16004070969509715 SearchModels iteration 27> population: 16, bsize: 32, queue: 115, observed: 4481, best-error: 0.0999999999999996 worst-error: 0.16004002048679072 SearchModels iteration 28> population: 16, bsize: 32, queue: 118, observed: 4599, best-error: 0.0999999999999996 worst-error: 0.1600397487056786 SearchModels iteration 29> population: 16, bsize: 32, queue: 118, observed: 4717, best-error: 0.0999999999999996 worst-error: 0.1600394561322891 SearchModels iteration 30> population: 16, bsize: 32, queue: 117, observed: 4834, best-error: 0.0999999999999996 worst-error: 0.160039328190926 SearchModels> stop by convergence error=(0.6, 0.3593734942376614) => 0.16003925094702437, iter=31 (of 300) 1 => ((1.3, 1.7) => 0.0999999999999996) 2 => ((0.6, 0.359375) => 0.16003906250000002) 3 => ((0.6, 0.35937434434890747) => 0.16003914449937442) 4 => ((0.6, 0.3593740999698639) => 0.16003917508477247) 5 => ((0.6, 0.35937402248382566) => 0.16003918478507562) 6 => ((0.6, 0.3593739777803421) => 0.16003919038195058) 7 => ((0.6, 0.3593739584088326) => 0.16003919280738718) 8 => ((0.6, 0.35937385559082036) => 0.16003920568211472) 9 => ((0.6, 0.35937372744083407) => 0.16003922173183646) 10 => ((0.6, 0.35937368869781494) => 0.1600392265847245) 11 => ((0.6, 0.3593736611306667) => 0.1600392300379238) 12 => ((0.6, 0.3593736499547958) => 0.16003923143791277) 13 => ((0.6, 0.35937363356351854) => 0.16003923349127508) 14 => ((0.6, 0.35937362238764764) => 0.16003923489132565) 15 => ((0.6, 0.35937361121177674) => 0.1600392362914012) Test Summary: | Total Time SearchModels.jl | 0 2.6s Testing SearchModels tests passed Testing completed after 22.0s PkgEval succeeded after 63.18s