Package evaluation of SearchModels on Julia 1.13.0-DEV.733 (c0ecfe9bcc*) started at 2025-06-12T14:06:41.350 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.09s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 1.18s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 19.6s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_AqEA1q/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_AqEA1q/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: 55, observed: 355, best-error: 160872.52863166112 worst-error: 1.6144316995956483e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 56, observed: 411, best-error: 59681.482417687264 worst-error: 324236.6095338314 SearchModels iteration 3> population: 16, bsize: 64, queue: 60, observed: 471, best-error: 6741.407621641461 worst-error: 103988.61095232362 SearchModels iteration 4> population: 16, bsize: 64, queue: 58, observed: 529, best-error: 3366.7522961004474 worst-error: 17406.262505495062 SearchModels iteration 5> population: 16, bsize: 64, queue: 60, observed: 589, best-error: 764.5836461641942 worst-error: 5337.5724409392105 SearchModels iteration 6> population: 16, bsize: 64, queue: 60, observed: 649, best-error: 569.1273504290832 worst-error: 1943.5848578185114 SearchModels iteration 7> population: 16, bsize: 64, queue: 61, observed: 710, best-error: 501.5579423559494 worst-error: 816.701965844379 SearchModels iteration 8> population: 16, bsize: 64, queue: 55, observed: 765, best-error: 329.2518358455273 worst-error: 569.1273504290832 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 823, best-error: 329.2518358455273 worst-error: 457.30490781671773 SearchModels iteration 10> population: 16, bsize: 64, queue: 55, observed: 878, best-error: 329.2518358455273 worst-error: 388.36572281907246 SearchModels iteration 11> population: 16, bsize: 64, queue: 57, observed: 935, best-error: 329.2518358455273 worst-error: 366.9453762336701 SearchModels iteration 12> population: 16, bsize: 64, queue: 58, observed: 993, best-error: 320.63083733316444 worst-error: 344.80384858784544 SearchModels iteration 13> population: 16, bsize: 64, queue: 59, observed: 1052, best-error: 310.61711056097096 worst-error: 329.2518358455273 SearchModels iteration 14> population: 16, bsize: 64, queue: 61, observed: 1113, best-error: 310.46871068297224 worst-error: 321.8283383710268 SearchModels iteration 15> population: 16, bsize: 64, queue: 62, observed: 1175, best-error: 301.31067587332996 worst-error: 312.53486228671704 SearchModels iteration 16> population: 16, bsize: 64, queue: 61, observed: 1236, best-error: 298.9367119970317 worst-error: 309.3756204417232 SearchModels iteration 17> population: 16, bsize: 64, queue: 61, observed: 1297, best-error: 297.4489742427488 worst-error: 303.3821020693274 SearchModels iteration 18> population: 16, bsize: 64, queue: 57, observed: 1354, best-error: 297.4489742427488 worst-error: 300.884889030039 SearchModels iteration 19> population: 16, bsize: 64, queue: 59, observed: 1413, best-error: 292.5501516937031 worst-error: 298.60513280119875 SearchModels iteration 20> population: 16, bsize: 64, queue: 58, observed: 1471, best-error: 290.75307586326824 worst-error: 296.98975830647356 SearchModels iteration 21> population: 16, bsize: 64, queue: 58, observed: 1529, best-error: 260.39956666230484 worst-error: 294.735161404088 SearchModels iteration 22> population: 16, bsize: 64, queue: 61, observed: 1590, best-error: 256.8160387733006 worst-error: 267.70785784500674 SearchModels iteration 23> population: 16, bsize: 64, queue: 57, observed: 1647, best-error: 255.7815520735856 worst-error: 260.00004154333254 SearchModels iteration 24> population: 16, bsize: 64, queue: 57, observed: 1704, best-error: 253.88599872177937 worst-error: 257.33797872056726 SearchModels iteration 25> population: 16, bsize: 64, queue: 59, observed: 1763, best-error: 252.56862590591717 worst-error: 255.65150210113526 SearchModels iteration 26> population: 16, bsize: 64, queue: 59, observed: 1822, best-error: 252.34795621463533 worst-error: 254.32479034939823 SearchModels iteration 27> population: 16, bsize: 64, queue: 58, observed: 1880, best-error: 252.34795621463533 worst-error: 253.21541889476566 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1938, best-error: 252.34795621463533 worst-error: 252.7473755426108 SearchModels iteration 29> population: 16, bsize: 64, queue: 59, observed: 1997, best-error: 252.34795621463533 worst-error: 252.5923157363646 SearchModels iteration 30> population: 16, bsize: 64, queue: 54, observed: 2051, best-error: 252.25823996636186 worst-error: 252.4505037843628 SearchModels iteration 31> population: 16, bsize: 64, queue: 60, observed: 2111, best-error: 252.25823996636186 worst-error: 252.372914080409 SearchModels iteration 32> population: 16, bsize: 64, queue: 58, observed: 2169, best-error: 252.2411940478417 worst-error: 252.33754809744332 SearchModels iteration 33> population: 16, bsize: 64, queue: 58, observed: 2227, best-error: 252.21051789249617 worst-error: 252.29459069297263 SearchModels iteration 34> population: 16, bsize: 64, queue: 63, observed: 2290, best-error: 252.13308667688622 worst-error: 252.26194302809697 SearchModels iteration 35> population: 16, bsize: 64, queue: 61, observed: 2351, best-error: 252.11481838417865 worst-error: 252.20462486670428 SearchModels iteration 36> population: 16, bsize: 64, queue: 55, observed: 2406, best-error: 252.1054840104218 worst-error: 252.14547764588903 SearchModels iteration 37> population: 16, bsize: 64, queue: 54, observed: 2460, best-error: 252.09118249673392 worst-error: 252.1181267355996 SearchModels iteration 38> population: 16, bsize: 64, queue: 63, observed: 2523, best-error: 252.08682695486178 worst-error: 252.10712449133845 SearchModels iteration 39> population: 16, bsize: 64, queue: 58, observed: 2581, best-error: 251.97340648203908 worst-error: 252.0997186183911 SearchModels iteration 40> population: 16, bsize: 64, queue: 60, observed: 2641, best-error: 251.97340648203908 worst-error: 252.06619910315322 SearchModels iteration 41> population: 16, bsize: 64, queue: 55, observed: 2696, best-error: 251.97340648203908 worst-error: 252.01190019566562 SearchModels iteration 42> population: 16, bsize: 64, queue: 58, observed: 2754, best-error: 251.9192784170128 worst-error: 251.9946883832844 SearchModels iteration 43> population: 16, bsize: 64, queue: 60, observed: 2814, best-error: 251.9192784170128 worst-error: 251.98411945530574 SearchModels iteration 44> population: 16, bsize: 64, queue: 60, observed: 2874, best-error: 251.9192784170128 worst-error: 251.97413207739845 SearchModels iteration 45> population: 16, bsize: 64, queue: 58, observed: 2932, best-error: 251.85290066160664 worst-error: 251.95590682809424 SearchModels iteration 46> population: 16, bsize: 64, queue: 53, observed: 2985, best-error: 251.85290066160664 worst-error: 251.94404818439253 SearchModels iteration 47> population: 16, bsize: 64, queue: 56, observed: 3041, best-error: 251.85290066160664 worst-error: 251.9227669012819 SearchModels iteration 48> population: 16, bsize: 64, queue: 59, observed: 3100, best-error: 251.82840448768442 worst-error: 251.9015689210901 SearchModels iteration 49> population: 16, bsize: 64, queue: 57, observed: 3157, best-error: 251.80171334518107 worst-error: 251.87863286625782 SearchModels iteration 50> population: 16, bsize: 64, queue: 60, observed: 3217, best-error: 251.80171334518107 worst-error: 251.85290066160664 SearchModels iteration 51> population: 16, bsize: 64, queue: 62, observed: 3279, best-error: 251.77319647721188 worst-error: 251.83709540412002 SearchModels iteration 52> population: 16, bsize: 64, queue: 60, observed: 3339, best-error: 251.76054210832976 worst-error: 251.82142311686673 SearchModels iteration 53> population: 16, bsize: 64, queue: 56, observed: 3395, best-error: 251.76054210832976 worst-error: 251.79766064584126 SearchModels iteration 54> population: 16, bsize: 64, queue: 58, observed: 3453, best-error: 251.76054210832976 worst-error: 251.7804469174302 SearchModels iteration 55> population: 16, bsize: 64, queue: 56, observed: 3509, best-error: 251.70367364002198 worst-error: 251.7715496352588 SearchModels iteration 56> population: 16, bsize: 64, queue: 57, observed: 3566, best-error: 251.6397311592254 worst-error: 251.76580961029808 SearchModels iteration 57> population: 16, bsize: 64, queue: 60, observed: 3626, best-error: 251.6397311592254 worst-error: 251.73564740116387 SearchModels iteration 58> population: 16, bsize: 64, queue: 57, observed: 3683, best-error: 251.6397311592254 worst-error: 251.6965340187209 SearchModels iteration 59> population: 16, bsize: 64, queue: 61, observed: 3744, best-error: 251.6397311592254 worst-error: 251.6827231548201 SearchModels iteration 60> population: 16, bsize: 64, queue: 61, observed: 3805, best-error: 251.57850430188745 worst-error: 251.66540329585348 SearchModels iteration 61> population: 16, bsize: 64, queue: 58, observed: 3863, best-error: 251.5646536952783 worst-error: 251.65133043465482 SearchModels iteration 62> population: 16, bsize: 64, queue: 56, observed: 3919, best-error: 251.5646536952783 worst-error: 251.63228837218327 SearchModels iteration 63> population: 16, bsize: 64, queue: 57, observed: 3976, best-error: 251.53414877133423 worst-error: 251.60587987476282 SearchModels iteration 64> population: 16, bsize: 64, queue: 58, observed: 4034, best-error: 251.51703610020553 worst-error: 251.57850430188745 SearchModels iteration 65> population: 16, bsize: 64, queue: 57, observed: 4091, best-error: 251.51703610020553 worst-error: 251.56169857997418 SearchModels iteration 66> population: 16, bsize: 64, queue: 60, observed: 4151, best-error: 251.51457120807038 worst-error: 251.54557568641783 SearchModels iteration 67> population: 16, bsize: 64, queue: 61, observed: 4212, best-error: 251.4995438166334 worst-error: 251.5319099032528 SearchModels iteration 68> population: 16, bsize: 64, queue: 63, observed: 4275, best-error: 251.47987311442904 worst-error: 251.52158401738788 SearchModels iteration 69> population: 16, bsize: 64, queue: 57, observed: 4332, best-error: 251.4569797864671 worst-error: 251.5054551809431 SearchModels iteration 70> population: 16, bsize: 64, queue: 60, observed: 4392, best-error: 251.43430261845785 worst-error: 251.48247869754866 SearchModels iteration 71> population: 16, bsize: 64, queue: 58, observed: 4450, best-error: 251.43430261845785 worst-error: 251.4689781457731 SearchModels iteration 72> population: 16, bsize: 64, queue: 59, observed: 4509, best-error: 251.41685086343523 worst-error: 251.4565124504639 SearchModels iteration 73> population: 16, bsize: 64, queue: 60, observed: 4569, best-error: 251.40413114679222 worst-error: 251.43628639561877 SearchModels iteration 74> population: 16, bsize: 64, queue: 57, observed: 4626, best-error: 251.40413114679222 worst-error: 251.4283553234023 SearchModels iteration 75> population: 16, bsize: 64, queue: 61, observed: 4687, best-error: 251.3607792360347 worst-error: 251.41781264534035 SearchModels iteration 76> population: 16, bsize: 64, queue: 60, observed: 4747, best-error: 251.3607792360347 worst-error: 251.40440059663314 SearchModels iteration 77> population: 16, bsize: 64, queue: 58, observed: 4805, best-error: 251.34762033731639 worst-error: 251.37643805984425 SearchModels iteration 78> population: 16, bsize: 64, queue: 60, observed: 4865, best-error: 251.3183558688865 worst-error: 251.36239337902185 SearchModels iteration 79> population: 16, bsize: 64, queue: 60, observed: 4925, best-error: 251.28534558936883 worst-error: 251.34644272509428 SearchModels iteration 80> population: 16, bsize: 64, queue: 57, observed: 4982, best-error: 251.26541320187764 worst-error: 251.32599306790166 SearchModels iteration 81> population: 16, bsize: 64, queue: 57, observed: 5039, best-error: 251.25326137566117 worst-error: 251.30094691243178 SearchModels iteration 82> population: 16, bsize: 64, queue: 56, observed: 5095, best-error: 251.25326137566117 worst-error: 251.29320407538825 SearchModels iteration 83> population: 16, bsize: 64, queue: 57, observed: 5152, best-error: 251.25326137566117 worst-error: 251.2829464187077 SearchModels iteration 84> population: 16, bsize: 64, queue: 60, observed: 5212, best-error: 251.25326137566117 worst-error: 251.27369071041028 SearchModels iteration 85> population: 16, bsize: 64, queue: 58, observed: 5270, best-error: 251.22192399886742 worst-error: 251.2654179953275 SearchModels iteration 86> population: 16, bsize: 64, queue: 60, observed: 5330, best-error: 251.22192399886742 worst-error: 251.26204666937676 SearchModels iteration 87> population: 16, bsize: 64, queue: 57, observed: 5387, best-error: 251.20523217243345 worst-error: 251.24347975452318 SearchModels iteration 88> population: 16, bsize: 64, queue: 55, observed: 5442, best-error: 251.19051459757875 worst-error: 251.22446932983544 SearchModels iteration 89> population: 16, bsize: 64, queue: 56, observed: 5498, best-error: 251.19051459757875 worst-error: 251.2152596196386 SearchModels iteration 90> population: 16, bsize: 64, queue: 59, observed: 5557, best-error: 251.18087823076365 worst-error: 251.20740621107512 SearchModels iteration 91> population: 16, bsize: 64, queue: 61, observed: 5618, best-error: 251.17601819179058 worst-error: 251.19210351150318 SearchModels iteration 92> population: 16, bsize: 64, queue: 59, observed: 5677, best-error: 251.17601819179058 worst-error: 251.18646743656547 SearchModels iteration 93> population: 16, bsize: 64, queue: 58, observed: 5735, best-error: 251.1506769859691 worst-error: 251.18173091526606 SearchModels iteration 94> population: 16, bsize: 64, queue: 57, observed: 5792, best-error: 251.13768787271164 worst-error: 251.17778480079772 SearchModels iteration 95> population: 16, bsize: 64, queue: 58, observed: 5850, best-error: 251.13299767483184 worst-error: 251.16389181103918 SearchModels iteration 96> population: 16, bsize: 64, queue: 60, observed: 5910, best-error: 251.11574494650966 worst-error: 251.15174389258837 SearchModels iteration 97> population: 16, bsize: 64, queue: 58, observed: 5968, best-error: 251.11574494650966 worst-error: 251.14403214637775 SearchModels iteration 98> population: 16, bsize: 64, queue: 59, observed: 6027, best-error: 251.11254944377765 worst-error: 251.13131233886338 SearchModels iteration 99> population: 16, bsize: 64, queue: 59, observed: 6086, best-error: 251.11254944377765 worst-error: 251.12125560870138 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.3451732670415628, 0.5489893257344504, 0.7705259067763123, 0.6451368892779704, 0.9393336123183809] 1 => ([-0.23838959315307715, 0.16544970478857124, -0.3771286146290162, 0.6500190808496734, 0.955379060334173] => 251.11134544896754) 2 => ([-0.237965238480082, 0.1643462302143306, -0.3769939871528938, 0.6500190808496734, 0.955379060334173] => 251.11254944377765) 3 => ([-0.23806413245694455, 0.16427680186783952, -0.37700292824276654, 0.6500190808496734, 0.955379060334173] => 251.11423429318538) 4 => ([-0.23767693468801454, 0.16315520204775974, -0.37726136723144255, 0.6500190808496734, 0.955379060334173] => 251.11574494650966) 5 => ([-0.23602930015156154, 0.16381158889957548, -0.3808999007753064, 0.6500190808496734, 0.955379060334173] => 251.11577936241287) 6 => ([-0.23813885902171156, 0.164159858145747, -0.3769955483860087, 0.6500190808496734, 0.955379060334173] => 251.11591335543451) 7 => ([-0.2381630264338071, 0.16420737352134845, -0.3770118693326393, 0.6500190808496734, 0.955379060334173] => 251.11591993198525) 8 => ([-0.23818719384590264, 0.1642548888969499, -0.3770281902792698, 0.6500190808496734, 0.955379060334173] => 251.11592780171276) 9 => ([-0.23818390598079137, 0.16423650888907068, -0.37707151513316206, 0.6500190808496734, 0.955379060334173] => 251.11594469271225) 10 => ([-0.23811511789788578, 0.1639571318553072, -0.37709503529890703, 0.6500190808496734, 0.955379060334173] => 251.11670329399456) 11 => ([-0.23814622618311052, 0.16396438660777973, -0.377029361204106, 0.6500190808496734, 0.955379060334173] => 251.11713660522258) 12 => ([-0.2381583098891583, 0.16398814429558045, -0.37703752167742133, 0.6500190808496734, 0.955379060334173] => 251.1171405767567) 13 => ([-0.23817039359520606, 0.16401190198338117, -0.3770456821507366, 0.6500190808496734, 0.955379060334173] => 251.11714487158605) 14 => ([-0.23799470712567783, 0.16356434406246156, -0.3771292384252831, 0.6500190808496734, 0.955379060334173] => 251.11747380331875) 15 => ([-0.23804304194986892, 0.16365937481366447, -0.37716188031854425, 0.6500190808496734, 0.955379060334173] => 251.11750234924804) Test Summary: | Total Time SearchModels.jl | 0 7.7s ===== 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: 164, observed: 1128, best-error: 0.0999999999999996 worst-error: 16.82000000000001 SearchModels iteration 2> population: 16, bsize: 32, queue: 159, observed: 1287, best-error: 0.0031249999999999776 worst-error: 1.3000000000000012 SearchModels iteration 3> population: 16, bsize: 32, queue: 164, observed: 1451, best-error: 0.0031249999999999776 worst-error: 0.22812499999999883 SearchModels iteration 4> population: 16, bsize: 32, queue: 166, observed: 1617, best-error: 0.0 worst-error: 0.053124999999999846 SearchModels iteration 5> population: 16, bsize: 32, queue: 170, observed: 1787, best-error: 0.0 worst-error: 0.008789062499999984 SearchModels iteration 6> population: 16, bsize: 32, queue: 157, observed: 1944, best-error: 0.0 worst-error: 0.0006640625000000216 SearchModels iteration 7> population: 16, bsize: 32, queue: 142, observed: 2086, best-error: 0.0 worst-error: 3.921508789062757e-5 SearchModels iteration 8> population: 16, bsize: 32, queue: 141, observed: 2227, best-error: 0.0 worst-error: 9.775161743163846e-6 SearchModels iteration 9> population: 16, bsize: 32, queue: 140, observed: 2367, best-error: 0.0 worst-error: 1.373479608446449e-6 SearchModels iteration 10> population: 16, bsize: 32, queue: 145, observed: 2512, best-error: 0.0 worst-error: 3.43334540957763e-7 SearchModels iteration 11> population: 16, bsize: 32, queue: 137, observed: 2649, best-error: 0.0 worst-error: 8.583142516724438e-8 SearchModels> stop by convergence error=(0.9999023437500001, 0.9998046875) => 9.53675225899261e-9, iter=12 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0, 1.0000000000000002) => 4.930380657631324e-30) 3 => ((1.0000000000000002, 1.0000000000000002) => 4.979684464207637e-30) 4 => ((1.0000000000000002, 1.0) => 1.9770826437101608e-29) 5 => ((0.9999511718750003, 0.99990234375) => 2.384186359424032e-9) 6 => ((0.9999511718750002, 0.9999023437500001) => 2.3841863594347152e-9) 7 => ((0.9999511718750002, 0.99990234375) => 2.384186359434768e-9) 8 => ((0.999951171875, 0.9999023437500001) => 2.3841863594454512e-9) 9 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) 10 => ((1.0000488281250002, 1.0000976562500001) => 2.3841863594672412e-9) 11 => ((1.0000488281250002, 1.00009765625) => 2.384186359467347e-9) 12 => ((0.9999023437500002, 0.9998046875) => 9.53675225897135e-9) 13 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) 14 => ((0.9999023437500001, 0.9998046875000002) => 9.536752258992187e-9) 15 => ((0.9999023437500001, 0.9998046875000001) => 9.536752258992399e-9) ===== 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: 1134, best-error: 2.0000000000000036 worst-error: 24.4 SearchModels iteration 2> population: 16, bsize: 32, queue: 168, observed: 1302, best-error: 0.49999999999999895 worst-error: 3.6499999999999995 SearchModels iteration 3> population: 16, bsize: 32, queue: 169, observed: 1471, best-error: 0.07812499999999983 worst-error: 1.3531250000000001 SearchModels iteration 4> population: 16, bsize: 32, queue: 173, observed: 1644, best-error: 0.032500000000000036 worst-error: 0.49812500000000026 SearchModels iteration 5> population: 16, bsize: 32, queue: 155, observed: 1799, best-error: 0.03249999999999935 worst-error: 0.25312499999999954 SearchModels iteration 6> population: 16, bsize: 32, queue: 158, observed: 1957, best-error: 0.00543212890625 worst-error: 0.07999038696289078 SearchModels iteration 7> population: 16, bsize: 32, queue: 159, observed: 2116, best-error: 0.0052835178375244445 worst-error: 0.013303995132446289 SearchModels iteration 8> population: 16, bsize: 32, queue: 156, observed: 2272, best-error: 0.004958648681640689 worst-error: 0.006613922119140626 SearchModels iteration 9> population: 16, bsize: 32, queue: 156, observed: 2428, best-error: 0.004446268081665028 worst-error: 0.005466499924659745 SearchModels iteration 10> population: 16, bsize: 32, queue: 160, observed: 2588, best-error: 0.004446268081665028 worst-error: 0.004950419068336489 SearchModels iteration 11> population: 16, bsize: 32, queue: 156, observed: 2744, best-error: 0.004417502321302888 worst-error: 0.004670659340918056 SearchModels iteration 12> population: 16, bsize: 32, queue: 160, observed: 2904, best-error: 0.004384645375102987 worst-error: 0.004520434464939151 SearchModels iteration 13> population: 16, bsize: 32, queue: 144, observed: 3048, best-error: 0.004384645375102987 worst-error: 0.004420896439996807 SearchModels iteration 14> population: 16, bsize: 32, queue: 149, observed: 3197, best-error: 0.004377515614997377 worst-error: 0.004394849913470614 SearchModels iteration 15> population: 16, bsize: 32, queue: 132, observed: 3329, best-error: 0.004377515614997377 worst-error: 0.0043847672135877225 SearchModels iteration 16> population: 16, bsize: 32, queue: 99, observed: 3428, best-error: 0.004377515614997377 worst-error: 0.0043798498767720784 SearchModels iteration 17> population: 16, bsize: 32, queue: 97, observed: 3525, best-error: 0.0043775128801255905 worst-error: 0.004378044007400381 SearchModels iteration 18> population: 16, bsize: 32, queue: 90, observed: 3615, best-error: 0.0043775128801255905 worst-error: 0.00437759930882852 SearchModels> stop by convergence error=(0.9339248657226563, 0.871875) => 0.004377527940072835, iter=19 (of 300) 1 => ((0.9339324951171875, 0.871875) => 0.004377510988277591) 2 => ((0.9339309692382813, 0.871875) => 0.0043775111193845966) 3 => ((0.9339309692382811, 0.871875) => 0.004377511119384603) 4 => ((0.9339340209960937, 0.871875) => 0.004377512486812534) 5 => ((0.9339340209960938, 0.871875) => 0.004377512486812535) 6 => ((0.9339294433593749, 0.871875) => 0.00437751288012559) 7 => ((0.933929443359375, 0.871875) => 0.0043775128801255905) 8 => ((0.9339355468749999, 0.871875) => 0.004377515614997377) 9 => ((0.933935546875, 0.871875) => 0.00437751561499738) 10 => ((0.9339279174804688, 0.871875) => 0.004377516270492597) 11 => ((0.9339370727539062, 0.871875) => 0.004377520372840104) 12 => ((0.9339263916015624, 0.871875) => 0.004377521290477668) 13 => ((0.9339263916015625, 0.871875) => 0.0043775212904776685) 14 => ((0.9339385986328125, 0.871875) => 0.004377526760348665) 15 => ((0.9339248657226562, 0.871875) => 0.004377527940072834) Test Summary: | Total Time SearchModels.jl | 0 2.6s Testing SearchModels tests passed Testing completed after 21.02s PkgEval succeeded after 63.28s