Package evaluation of SearchModels on Julia 1.13.0-DEV.935 (f5c55e808c*) started at 2025-07-31T14:13:03.375 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.66s ################################################################################ # 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 v4.18.0 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [ffbed154] + DocStringExtensions v0.9.5 [92d709cd] + IrrationalConstants v0.2.4 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [d96e819e] + Parameters v0.12.3 [0e966ebe] + SearchModels v0.4.1 [a2af1166] + SortingAlgorithms v1.2.1 [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 v1.13.0 [d6f4376e] + Markdown v1.11.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.13.1+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 1.09s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 20.91s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_4tqU3k/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_4tqU3k/Manifest.toml` [34da2185] Compat v4.18.0 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.5 [92d709cd] IrrationalConstants v0.2.4 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.1 [d96e819e] Parameters v0.12.3 [0e966ebe] SearchModels v0.4.1 [a2af1166] SortingAlgorithms v1.2.1 [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 v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [fa267f1f] TOML v1.0.3 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [4536629a] OpenBLAS_jll v0.3.29+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.13.1+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... SearchModels> search params iter=0, initialpopulation=300, maxpopulation=16, bsize=64, mutbsize=32, crossbsize=32 SearchModels iteration 1> population: 16, bsize: 64, queue: 50, observed: 350, best-error: 20220.395941913106 worst-error: 70353.00138563363 SearchModels iteration 2> population: 16, bsize: 64, queue: 51, observed: 401, best-error: 3868.9343313104937 worst-error: 56591.87060657824 SearchModels iteration 3> population: 16, bsize: 64, queue: 46, observed: 447, best-error: 2590.8188728896157 worst-error: 51248.7315996085 SearchModels iteration 4> population: 16, bsize: 64, queue: 61, observed: 508, best-error: 866.4150361695098 worst-error: 24484.655899728852 SearchModels iteration 5> population: 16, bsize: 64, queue: 58, observed: 566, best-error: 269.40868867315163 worst-error: 2395.040042016262 SearchModels iteration 6> population: 16, bsize: 64, queue: 57, observed: 623, best-error: 117.45505307715085 worst-error: 557.9249969953357 SearchModels iteration 7> population: 16, bsize: 64, queue: 62, observed: 685, best-error: 48.971633667467714 worst-error: 123.45965285091371 SearchModels iteration 8> population: 16, bsize: 64, queue: 59, observed: 744, best-error: 40.48341451232355 worst-error: 67.05749182423273 SearchModels iteration 9> population: 16, bsize: 64, queue: 62, observed: 806, best-error: 40.48341451232355 worst-error: 49.050726491354354 SearchModels iteration 10> population: 16, bsize: 64, queue: 58, observed: 864, best-error: 36.049902170062126 worst-error: 44.49365521627647 SearchModels iteration 11> population: 16, bsize: 64, queue: 57, observed: 921, best-error: 36.049902170062126 worst-error: 40.869317648397775 SearchModels iteration 12> population: 16, bsize: 64, queue: 61, observed: 982, best-error: 35.78915034398134 worst-error: 38.41839570666501 SearchModels iteration 13> population: 16, bsize: 64, queue: 55, observed: 1037, best-error: 35.482335021836235 worst-error: 37.3168780609509 SearchModels iteration 14> population: 16, bsize: 64, queue: 54, observed: 1091, best-error: 35.3680728877513 worst-error: 36.12698700600158 SearchModels iteration 15> population: 16, bsize: 64, queue: 60, observed: 1151, best-error: 35.3680728877513 worst-error: 35.76138643603182 SearchModels iteration 16> population: 16, bsize: 64, queue: 59, observed: 1210, best-error: 35.067100488296 worst-error: 35.49303828032768 SearchModels iteration 17> population: 16, bsize: 64, queue: 58, observed: 1268, best-error: 35.029212414639694 worst-error: 35.39116054825494 SearchModels iteration 18> population: 16, bsize: 64, queue: 58, observed: 1326, best-error: 35.029212414639694 worst-error: 35.23529645228218 SearchModels iteration 19> population: 16, bsize: 64, queue: 58, observed: 1384, best-error: 35.029212414639694 worst-error: 35.143249256540656 SearchModels iteration 20> population: 16, bsize: 64, queue: 60, observed: 1444, best-error: 35.00836069986029 worst-error: 35.07402115947317 SearchModels iteration 21> population: 16, bsize: 64, queue: 55, observed: 1499, best-error: 35.007329288180195 worst-error: 35.033021661251695 SearchModels iteration 22> population: 16, bsize: 64, queue: 61, observed: 1560, best-error: 34.997946685124525 worst-error: 35.01525928065896 SearchModels iteration 23> population: 16, bsize: 64, queue: 56, observed: 1616, best-error: 34.997946685124525 worst-error: 35.008929202438566 SearchModels iteration 24> population: 16, bsize: 64, queue: 58, observed: 1674, best-error: 34.997946685124525 worst-error: 35.004404930506965 SearchModels iteration 25> population: 16, bsize: 64, queue: 55, observed: 1729, best-error: 34.95952617372693 worst-error: 35.001895521194164 SearchModels iteration 26> population: 16, bsize: 64, queue: 59, observed: 1788, best-error: 34.95860675381049 worst-error: 34.9994972008093 SearchModels iteration 27> population: 16, bsize: 64, queue: 57, observed: 1845, best-error: 34.95860675381049 worst-error: 34.98012260187654 SearchModels iteration 28> population: 16, bsize: 64, queue: 60, observed: 1905, best-error: 34.95860675381049 worst-error: 34.972661290509144 SearchModels iteration 29> population: 16, bsize: 64, queue: 61, observed: 1966, best-error: 34.93168683651464 worst-error: 34.964537373928174 SearchModels iteration 30> population: 16, bsize: 64, queue: 60, observed: 2026, best-error: 34.93168683651464 worst-error: 34.96085029660639 SearchModels iteration 31> population: 16, bsize: 64, queue: 57, observed: 2083, best-error: 34.93112692716991 worst-error: 34.956032967734735 SearchModels iteration 32> population: 16, bsize: 64, queue: 61, observed: 2144, best-error: 34.92997286516794 worst-error: 34.945004211652 SearchModels iteration 33> population: 16, bsize: 64, queue: 59, observed: 2203, best-error: 34.92997286516794 worst-error: 34.93742031858637 SearchModels iteration 34> population: 16, bsize: 64, queue: 55, observed: 2258, best-error: 34.90793364538114 worst-error: 34.93223031400335 SearchModels iteration 35> population: 16, bsize: 64, queue: 62, observed: 2320, best-error: 34.90793364538114 worst-error: 34.931085270757436 SearchModels iteration 36> population: 16, bsize: 64, queue: 57, observed: 2377, best-error: 34.90793364538114 worst-error: 34.925752233239464 SearchModels iteration 37> population: 16, bsize: 64, queue: 57, observed: 2434, best-error: 34.903940493435016 worst-error: 34.91947206428308 SearchModels iteration 38> population: 16, bsize: 64, queue: 59, observed: 2493, best-error: 34.89703532799493 worst-error: 34.91192870560667 SearchModels iteration 39> population: 16, bsize: 64, queue: 56, observed: 2549, best-error: 34.89703532799493 worst-error: 34.90760055984967 SearchModels iteration 40> population: 16, bsize: 64, queue: 53, observed: 2602, best-error: 34.88644249992859 worst-error: 34.90270976223569 SearchModels iteration 41> population: 16, bsize: 64, queue: 63, observed: 2665, best-error: 34.88644249992859 worst-error: 34.899952011301146 SearchModels iteration 42> population: 16, bsize: 64, queue: 61, observed: 2726, best-error: 34.88615796832418 worst-error: 34.89404162275746 SearchModels iteration 43> population: 16, bsize: 64, queue: 57, observed: 2783, best-error: 34.88281400577263 worst-error: 34.889472405753814 SearchModels iteration 44> population: 16, bsize: 64, queue: 58, observed: 2841, best-error: 34.87321003809556 worst-error: 34.88688955857455 SearchModels iteration 45> population: 16, bsize: 64, queue: 57, observed: 2898, best-error: 34.866978779483944 worst-error: 34.8850983718841 SearchModels iteration 46> population: 16, bsize: 64, queue: 59, observed: 2957, best-error: 34.861799516578515 worst-error: 34.87840835697793 SearchModels iteration 47> population: 16, bsize: 64, queue: 53, observed: 3010, best-error: 34.861729267589 worst-error: 34.87193344006387 SearchModels iteration 48> population: 16, bsize: 64, queue: 57, observed: 3067, best-error: 34.86168405526383 worst-error: 34.86885031718513 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3125, best-error: 34.86168405526383 worst-error: 34.86605366047226 SearchModels iteration 50> population: 16, bsize: 64, queue: 59, observed: 3184, best-error: 34.85796432994105 worst-error: 34.863565530741155 SearchModels iteration 51> population: 16, bsize: 64, queue: 57, observed: 3241, best-error: 34.85796432994105 worst-error: 34.86211562513582 SearchModels iteration 52> population: 16, bsize: 64, queue: 60, observed: 3301, best-error: 34.85796432994105 worst-error: 34.86093997688619 SearchModels iteration 53> population: 16, bsize: 64, queue: 56, observed: 3357, best-error: 34.8485257261265 worst-error: 34.85983036142331 SearchModels iteration 54> population: 16, bsize: 64, queue: 58, observed: 3415, best-error: 34.8485257261265 worst-error: 34.85895463834067 SearchModels iteration 55> population: 16, bsize: 64, queue: 61, observed: 3476, best-error: 34.84580836880727 worst-error: 34.856382058204076 SearchModels iteration 56> population: 16, bsize: 64, queue: 62, observed: 3538, best-error: 34.84580836880727 worst-error: 34.85214905333866 SearchModels iteration 57> population: 16, bsize: 64, queue: 56, observed: 3594, best-error: 34.84012746835876 worst-error: 34.849636474310294 SearchModels iteration 58> population: 16, bsize: 64, queue: 59, observed: 3653, best-error: 34.83718329097075 worst-error: 34.848184661158164 SearchModels iteration 59> population: 16, bsize: 64, queue: 61, observed: 3714, best-error: 34.77240092475354 worst-error: 34.84374100634472 SearchModels iteration 60> population: 16, bsize: 64, queue: 58, observed: 3772, best-error: 30.96496323608594 worst-error: 34.84012746835876 SearchModels iteration 61> population: 16, bsize: 64, queue: 61, observed: 3833, best-error: 29.890552180017558 worst-error: 31.94127242685709 SearchModels iteration 62> population: 16, bsize: 64, queue: 62, observed: 3895, best-error: 29.890552180017558 worst-error: 30.965248279497224 SearchModels iteration 63> population: 16, bsize: 64, queue: 58, observed: 3953, best-error: 29.890552180017558 worst-error: 30.669022355477978 SearchModels iteration 64> population: 16, bsize: 64, queue: 63, observed: 4016, best-error: 29.09412613344395 worst-error: 30.264568064193455 SearchModels iteration 65> population: 16, bsize: 64, queue: 58, observed: 4074, best-error: 29.09412613344395 worst-error: 29.79443524298026 SearchModels iteration 66> population: 16, bsize: 64, queue: 60, observed: 4134, best-error: 28.717607940232142 worst-error: 29.523003607974875 SearchModels iteration 67> population: 16, bsize: 64, queue: 58, observed: 4192, best-error: 28.679464813596145 worst-error: 29.151957612146195 SearchModels iteration 68> population: 16, bsize: 64, queue: 56, observed: 4248, best-error: 28.289426833883443 worst-error: 28.881185084303688 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4307, best-error: 28.285440947302014 worst-error: 28.710626310963843 SearchModels iteration 70> population: 16, bsize: 64, queue: 55, observed: 4362, best-error: 28.28533833934702 worst-error: 28.475188613205866 SearchModels iteration 71> population: 16, bsize: 64, queue: 58, observed: 4420, best-error: 28.13564639940863 worst-error: 28.372278791582577 SearchModels iteration 72> population: 16, bsize: 64, queue: 60, observed: 4480, best-error: 28.05086230816009 worst-error: 28.302335727565627 SearchModels iteration 73> population: 16, bsize: 64, queue: 60, observed: 4540, best-error: 28.048973785429475 worst-error: 28.200089777423806 SearchModels iteration 74> population: 16, bsize: 64, queue: 57, observed: 4597, best-error: 26.802073630035242 worst-error: 28.068477791838692 SearchModels iteration 75> population: 16, bsize: 64, queue: 59, observed: 4656, best-error: 25.052659710247543 worst-error: 28.04417460266099 SearchModels iteration 76> population: 16, bsize: 64, queue: 57, observed: 4713, best-error: 24.312458314133583 worst-error: 25.37264885804018 SearchModels iteration 77> population: 16, bsize: 64, queue: 58, observed: 4771, best-error: 24.306279324053268 worst-error: 25.143421491950026 SearchModels iteration 78> population: 16, bsize: 64, queue: 61, observed: 4832, best-error: 23.755080424281662 worst-error: 24.55204126337776 SearchModels iteration 79> population: 16, bsize: 64, queue: 58, observed: 4890, best-error: 23.755080424281662 worst-error: 24.306433772477007 SearchModels iteration 80> population: 16, bsize: 64, queue: 55, observed: 4945, best-error: 23.393964053017335 worst-error: 24.082815635580697 SearchModels iteration 81> population: 16, bsize: 64, queue: 57, observed: 5002, best-error: 23.393964053017335 worst-error: 23.87241614258553 SearchModels iteration 82> population: 16, bsize: 64, queue: 62, observed: 5064, best-error: 23.393964053017335 worst-error: 23.680705643695017 SearchModels iteration 83> population: 16, bsize: 64, queue: 57, observed: 5121, best-error: 23.288559054558526 worst-error: 23.577897654840065 SearchModels iteration 84> population: 16, bsize: 64, queue: 58, observed: 5179, best-error: 23.288559054558526 worst-error: 23.50583276237229 SearchModels iteration 85> population: 16, bsize: 64, queue: 58, observed: 5237, best-error: 23.200548525594378 worst-error: 23.3810305439012 SearchModels iteration 86> population: 16, bsize: 64, queue: 59, observed: 5296, best-error: 23.195151298046834 worst-error: 23.29360890920034 SearchModels iteration 87> population: 16, bsize: 64, queue: 60, observed: 5356, best-error: 23.195151298046834 worst-error: 23.2258908240476 SearchModels iteration 88> population: 16, bsize: 64, queue: 60, observed: 5416, best-error: 22.85982481230122 worst-error: 23.20596204444094 SearchModels iteration 89> population: 16, bsize: 64, queue: 60, observed: 5476, best-error: 21.206373728191195 worst-error: 23.198710527524977 SearchModels iteration 90> population: 16, bsize: 64, queue: 58, observed: 5534, best-error: 20.947349907886576 worst-error: 21.768060029050226 SearchModels iteration 91> population: 16, bsize: 64, queue: 59, observed: 5593, best-error: 20.619238535345325 worst-error: 21.206373728191195 SearchModels iteration 92> population: 16, bsize: 64, queue: 56, observed: 5649, best-error: 19.903823290684798 worst-error: 20.86072382767597 SearchModels iteration 93> population: 16, bsize: 64, queue: 61, observed: 5710, best-error: 19.903823290684798 worst-error: 20.506078080068157 SearchModels iteration 94> population: 16, bsize: 64, queue: 62, observed: 5772, best-error: 19.498988043947275 worst-error: 20.17914323819357 SearchModels iteration 95> population: 16, bsize: 64, queue: 60, observed: 5832, best-error: 19.124175273650437 worst-error: 19.915081951764698 SearchModels iteration 96> population: 16, bsize: 64, queue: 61, observed: 5893, best-error: 18.7824667443445 worst-error: 19.435351935592376 SearchModels iteration 97> population: 16, bsize: 64, queue: 54, observed: 5947, best-error: 18.492887829763024 worst-error: 19.070570978185092 SearchModels iteration 98> population: 16, bsize: 64, queue: 62, observed: 6009, best-error: 18.070857856068585 worst-error: 18.673225637329363 SearchModels iteration 99> population: 16, bsize: 64, queue: 59, observed: 6068, best-error: 17.78886928814909 worst-error: 18.209722375666423 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.9087344175008778, 0.31281915926674697, 0.8587876816100468, 0.29467250591039007, 0.06965057105014882] 1 => ([-0.07771824608510969, 0.14561870787880332, 0.5901271232789729, 0.2971015640774688, 0.07348068327231572] => 17.511325710588228) 2 => ([-0.07810309859190809, 0.14782027833268793, 0.5842842804742305, 0.2971015640774688, 0.07348068327231572] => 17.78606234800231) 3 => ([-0.07849542854596078, 0.14707489495759135, 0.5842842804742305, 0.2971015640774688, 0.07348068327231572] => 17.78886928814909) 4 => ([-0.07808837972419522, 0.1480757849884543, 0.5862410150817392, 0.29762600839412917, 0.07350614074592558] => 17.857760911844085) 5 => ([-0.07909543167278267, 0.14716388497442534, 0.5849195639808542, 0.29681591010882064, 0.07350628539065646] => 17.863416932560213) 6 => ([-0.0786014633759752, 0.1483936139700388, 0.5838734813861222, 0.2971209740171023, 0.07349977637752311] => 17.886386855213598) 7 => ([-0.07808837972419522, 0.1480757849884543, 0.584775432225024, 0.29762600839412917, 0.07350614074592558] => 17.92611639344351) 8 => ([-0.07860355095622915, 0.14699163663812517, 0.5821596678050693, 0.2966965149348145, 0.07348075559468115] => 17.933236274797164) 9 => ([-0.07867882751427224, 0.1478837609433573, 0.5814681589061719, 0.2966465223176282, 0.0734775372492972] => 17.973936277094072) 10 => ([-0.07849542854596078, 0.14707489495759135, 0.5813531147608002, 0.2971015640774688, 0.07348068327231572] => 17.979791006330952) 11 => ([-0.07928038283142039, 0.14561870787880332, 0.5813531147608002, 0.2971015640774688, 0.07348068327231572] => 17.985627767749147) 12 => ([-0.07969543479960456, 0.14725287499125933, 0.5855548474874779, 0.2965302561401725, 0.0735318875089972] => 17.98797538564841) 13 => ([-0.07858883208851627, 0.14724714329389152, 0.5826508195558628, 0.2972209592514749, 0.07350621306829103] => 17.988359066527494) 14 => ([-0.07882170294625704, 0.14703444876351554, 0.5811994642079328, 0.2967965001691816, 0.07348558311275702] => 18.00848062457128) 15 => ([-0.07864938977884649, 0.147654552630415, 0.5854112358556682, 0.297695410950949, 0.07352845219651694] => 18.02127075849428) 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: 163, observed: 1134, best-error: 1.7999999999999998 worst-error: 29.30000000000002 SearchModels iteration 2> population: 16, bsize: 32, queue: 167, observed: 1301, best-error: 0.42812499999999876 worst-error: 6.1000000000000005 SearchModels iteration 3> population: 16, bsize: 32, queue: 151, observed: 1452, best-error: 0.42812499999999876 worst-error: 3.811914062500001 SearchModels iteration 4> population: 16, bsize: 32, queue: 125, observed: 1577, best-error: 0.22566406250000012 worst-error: 2.5 SearchModels iteration 5> population: 16, bsize: 32, queue: 140, observed: 1717, best-error: 0.22566406250000012 worst-error: 0.6263305664062463 SearchModels iteration 6> population: 16, bsize: 32, queue: 140, observed: 1857, best-error: 0.22566406250000012 worst-error: 0.26545181274413804 SearchModels iteration 7> population: 16, bsize: 32, queue: 146, observed: 2003, best-error: 0.22250747680664024 worst-error: 0.24136962890624977 SearchModels iteration 8> population: 16, bsize: 32, queue: 155, observed: 2158, best-error: 0.22250747680664024 worst-error: 0.23023232519626616 SearchModels iteration 9> population: 16, bsize: 32, queue: 156, observed: 2314, best-error: 0.22250747680664024 worst-error: 0.22593420509248965 SearchModels iteration 10> population: 16, bsize: 32, queue: 153, observed: 2467, best-error: 0.218960676789284 worst-error: 0.22351115621859202 SearchModels iteration 11> population: 16, bsize: 32, queue: 156, observed: 2623, best-error: 0.218960676789284 worst-error: 0.22104387390674676 SearchModels iteration 12> population: 16, bsize: 32, queue: 160, observed: 2783, best-error: 0.21881376635064953 worst-error: 0.2199130602741207 SearchModels iteration 13> population: 16, bsize: 32, queue: 158, observed: 2941, best-error: 0.2182650667428971 worst-error: 0.21928507766774588 SearchModels iteration 14> population: 16, bsize: 32, queue: 152, observed: 3093, best-error: 0.2182650667428971 worst-error: 0.21876697193273745 SearchModels iteration 15> population: 16, bsize: 32, queue: 124, observed: 3217, best-error: 0.2182650667428971 worst-error: 0.2184100600886184 SearchModels iteration 16> population: 16, bsize: 32, queue: 110, observed: 3327, best-error: 0.21826442301273355 worst-error: 0.2183072906732559 SearchModels iteration 17> population: 16, bsize: 32, queue: 90, observed: 3417, best-error: 0.21826416969299325 worst-error: 0.21826942682266243 SearchModels iteration 18> population: 16, bsize: 32, queue: 85, observed: 3502, best-error: 0.2182641614973546 worst-error: 0.21826482906937608 SearchModels iteration 19> population: 16, bsize: 32, queue: 79, observed: 3581, best-error: 0.21826416075229652 worst-error: 0.21826420843601235 SearchModels> stop by convergence error=(1.4671875, 2.1526473999023437) => 0.21826416694559164, iter=20 (of 300) 1 => ((1.4671875, 2.1526397705078124) => 0.21826416019350298) 2 => ((1.4671875, 2.152638244628906) => 0.21826416024006912) 3 => ((1.4671875, 2.1526412963867188) => 0.21826416061259815) 4 => ((1.4671875, 2.1526367187499997) => 0.21826416075229652) 5 => ((1.4671875, 2.15263671875) => 0.21826416075229652) 6 => ((1.4671875, 2.1526367187499993) => 0.21826416075229652) 7 => ((1.4671875, 2.1526428222656246) => 0.2182641614973546) 8 => ((1.4671875, 2.1526351928710934) => 0.21826416173018523) 9 => ((1.4671875, 2.152635192871094) => 0.21826416173018523) 10 => ((1.4671875, 2.1526443481445314) => 0.2182641628477723) 11 => ((1.4671875, 2.152644348144531) => 0.2182641628477723) 12 => ((1.4671875, 2.1526336669921875) => 0.21826416317373523) 13 => ((1.4671875, 2.152633666992187) => 0.21826416317373523) 14 => ((1.4671875, 2.1526458740234373) => 0.21826416466385135) 15 => ((1.4671875, 2.152632141113281) => 0.2182641650829465) ===== 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: 170, observed: 1130, best-error: 0.52 worst-error: 14.920000000000002 SearchModels iteration 2> population: 16, bsize: 32, queue: 170, observed: 1300, best-error: 0.1699999999999985 worst-error: 1.6231250000000013 SearchModels iteration 3> population: 16, bsize: 32, queue: 169, observed: 1469, best-error: 0.02441406250000004 worst-error: 0.5281250000000002 SearchModels iteration 4> population: 16, bsize: 32, queue: 174, observed: 1643, best-error: 0.0031249999999999776 worst-error: 0.14128906250000056 SearchModels iteration 5> population: 16, bsize: 32, queue: 183, observed: 1826, best-error: 0.0016040039062500135 worst-error: 0.03661880493164043 SearchModels iteration 6> population: 16, bsize: 32, queue: 175, observed: 2001, best-error: 0.0 worst-error: 0.012811899185180801 SearchModels iteration 7> population: 16, bsize: 32, queue: 183, observed: 2184, best-error: 0.0 worst-error: 0.0038145166635513397 SearchModels iteration 8> population: 16, bsize: 32, queue: 187, observed: 2371, best-error: 0.0 worst-error: 0.0011002641916274807 SearchModels iteration 9> population: 16, bsize: 32, queue: 177, observed: 2548, best-error: 0.0 worst-error: 0.00026479128748182996 SearchModels iteration 10> population: 16, bsize: 32, queue: 177, observed: 2725, best-error: 0.0 worst-error: 2.6668088976285788e-5 SearchModels iteration 11> population: 16, bsize: 32, queue: 150, observed: 2875, best-error: 0.0 worst-error: 3.816152457147837e-6 SearchModels iteration 12> population: 16, bsize: 32, queue: 150, observed: 3025, best-error: 0.0 worst-error: 6.103888154025022e-7 SearchModels iteration 13> population: 16, bsize: 32, queue: 147, observed: 3172, best-error: 0.0 worst-error: 8.583142516730753e-8 SearchModels> stop by convergence error=(0.9999023437499999, 0.9998046875) => 9.536752259035133e-9, iter=14 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.9999999999999999, 0.9999999999999999) => 1.2449211160519093e-30) 3 => ((0.9999999999999999, 1.0) => 4.942706609275402e-30) 4 => ((1.0000488281249997, 1.00009765625) => 2.3841863594235553e-9) 5 => ((1.000048828125, 1.0000976562500001) => 2.3841863594453453e-9) 6 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 7 => ((0.999951171875, 0.9999023437500001) => 2.3841863594454512e-9) 8 => ((0.9999511718749999, 0.9999023437500001) => 2.3841863594561876e-9) 9 => ((0.9999511718749999, 0.9999023437499999) => 2.3841863594562935e-9) 10 => ((0.9999511718749998, 0.9999023437499999) => 2.3841863594670295e-9) 11 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) 12 => ((1.00009765625, 1.0001953124999998) => 9.536752258992187e-9) 13 => ((0.99990234375, 0.9998046875000001) => 9.536752259013659e-9) 14 => ((0.99990234375, 0.9998046875) => 9.53675225901387e-9) 15 => ((0.9999023437499999, 0.9998046875000001) => 9.536752259034921e-9) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 20.5s PkgEval succeeded after 62.19s