Package evaluation to test SearchModels on Julia 1.14.0-DEV.1563 (14ca1abc72*) started at 2026-01-15T14:58:39.843 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 9.96s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [0e966ebe] + SearchModels v0.5.0 Updating `~/.julia/environments/v1.14/Manifest.toml` [34da2185] + Compat v4.18.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [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 [0e966ebe] + SearchModels v0.5.0 [a2af1166] + SortingAlgorithms v1.2.2 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [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 v1.13.0 [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 v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [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 v5.15.0+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 To see why use `status --outdated -m` Installation completed after 1.08s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 5235.6 ms ✓ StatsBase 3070.9 ms ✓ SearchModels 2 dependencies successfully precompiled in 9 seconds. 29 already precompiled. Precompilation completed after 22.29s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_umSnKA/Project.toml` [0e966ebe] SearchModels v0.5.0 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_umSnKA/Manifest.toml` [34da2185] Compat v4.18.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [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 [0e966ebe] SearchModels v0.5.0 [a2af1166] SortingAlgorithms v1.2.2 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [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 v1.13.0 [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 [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 v5.15.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... ┌ Warning: The call to compilecache failed to create a usable precompiled cache file for SearchModels [0e966ebe-b704-4a65-8279-db954bfe5da0] │ exception = Required dependency Base.PkgId(Base.UUID("10745b16-79ce-11e8-11f9-7d13ad32a3b2"), "Statistics") failed to load from a cache file. └ @ Base loading.jl:2950 ┌ Warning: The call to compilecache failed to create a usable precompiled cache file for StatsBase [2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91] │ exception = Required dependency Base.PkgId(Base.UUID("10745b16-79ce-11e8-11f9-7d13ad32a3b2"), "Statistics") failed to load from a cache file. └ @ Base loading.jl:2950 SearchModels> search params iter=0, initialpopulation=300, maxpopulation=16, bsize=64, mutbsize=32, crossbsize=32 SearchModels iteration 1> population: 16, bsize: 64, queue: 59, observed: 359, best-error: 783.0856385296418 worst-error: 1.0629063376768364e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 60, observed: 419, best-error: 783.0856385296418 worst-error: 165431.7724589191 SearchModels iteration 3> population: 16, bsize: 64, queue: 57, observed: 476, best-error: 751.0782249348384 worst-error: 30039.53320618702 SearchModels iteration 4> population: 16, bsize: 64, queue: 60, observed: 536, best-error: 751.0782249348384 worst-error: 6751.893071535965 SearchModels iteration 5> population: 16, bsize: 64, queue: 56, observed: 592, best-error: 290.1634533095553 worst-error: 1242.9082107251945 SearchModels iteration 6> population: 16, bsize: 64, queue: 60, observed: 652, best-error: 87.93106585905619 worst-error: 439.04605922084613 SearchModels iteration 7> population: 16, bsize: 64, queue: 58, observed: 710, best-error: 60.562064690829494 worst-error: 158.70284223033977 SearchModels iteration 8> population: 16, bsize: 64, queue: 57, observed: 767, best-error: 55.64847524300558 worst-error: 94.90073296933606 SearchModels iteration 9> population: 16, bsize: 64, queue: 60, observed: 827, best-error: 29.054311679419826 worst-error: 71.90658191006182 SearchModels iteration 10> population: 16, bsize: 64, queue: 53, observed: 880, best-error: 29.054311679419826 worst-error: 60.562064690829494 SearchModels iteration 11> population: 16, bsize: 64, queue: 61, observed: 941, best-error: 25.822595173017955 worst-error: 52.22489900012277 SearchModels iteration 12> population: 16, bsize: 64, queue: 55, observed: 996, best-error: 25.777236517305585 worst-error: 42.74402145824109 SearchModels iteration 13> population: 16, bsize: 64, queue: 62, observed: 1058, best-error: 25.777236517305585 worst-error: 30.691255202636928 SearchModels iteration 14> population: 16, bsize: 64, queue: 59, observed: 1117, best-error: 25.134650552482263 worst-error: 27.12845187145264 SearchModels iteration 15> population: 16, bsize: 64, queue: 53, observed: 1170, best-error: 25.134650552482263 worst-error: 25.951987783811436 SearchModels iteration 16> population: 16, bsize: 64, queue: 56, observed: 1226, best-error: 25.134650552482263 worst-error: 25.43853298478435 SearchModels iteration 17> population: 16, bsize: 64, queue: 57, observed: 1283, best-error: 25.134650552482263 worst-error: 25.3077156922896 SearchModels iteration 18> population: 16, bsize: 64, queue: 55, observed: 1338, best-error: 25.134650552482263 worst-error: 25.24570632146537 SearchModels iteration 19> population: 16, bsize: 64, queue: 58, observed: 1396, best-error: 25.07890901726756 worst-error: 25.187034660839547 SearchModels iteration 20> population: 16, bsize: 64, queue: 60, observed: 1456, best-error: 25.07890901726756 worst-error: 25.150451549537554 SearchModels iteration 21> population: 16, bsize: 64, queue: 57, observed: 1513, best-error: 24.97304388292849 worst-error: 25.119930323959245 SearchModels iteration 22> population: 16, bsize: 64, queue: 57, observed: 1570, best-error: 24.932565145020778 worst-error: 25.08631306562513 SearchModels iteration 23> population: 16, bsize: 64, queue: 58, observed: 1628, best-error: 24.932565145020778 worst-error: 25.036265880053463 SearchModels iteration 24> population: 16, bsize: 64, queue: 57, observed: 1685, best-error: 24.932565145020778 worst-error: 25.00467619177279 SearchModels iteration 25> population: 16, bsize: 64, queue: 60, observed: 1745, best-error: 24.893979574541206 worst-error: 24.979121987270442 SearchModels iteration 26> population: 16, bsize: 64, queue: 60, observed: 1805, best-error: 24.893979574541206 worst-error: 24.95569347368309 SearchModels iteration 27> population: 16, bsize: 64, queue: 62, observed: 1867, best-error: 24.893979574541206 worst-error: 24.93877014508063 SearchModels iteration 28> population: 16, bsize: 64, queue: 59, observed: 1926, best-error: 24.893979574541206 worst-error: 24.924861054237194 SearchModels iteration 29> population: 16, bsize: 64, queue: 55, observed: 1981, best-error: 24.893979574541206 worst-error: 24.91523745907544 SearchModels iteration 30> population: 16, bsize: 64, queue: 60, observed: 2041, best-error: 24.8438088823465 worst-error: 24.907871125093212 SearchModels iteration 31> population: 16, bsize: 64, queue: 58, observed: 2099, best-error: 24.8438088823465 worst-error: 24.903397814619005 SearchModels iteration 32> population: 16, bsize: 64, queue: 57, observed: 2156, best-error: 24.833363143745604 worst-error: 24.888682749569355 SearchModels iteration 33> population: 16, bsize: 64, queue: 60, observed: 2216, best-error: 24.821249046637046 worst-error: 24.873115020728267 SearchModels iteration 34> population: 16, bsize: 64, queue: 61, observed: 2277, best-error: 24.821249046637046 worst-error: 24.847132437986808 SearchModels iteration 35> population: 16, bsize: 64, queue: 59, observed: 2336, best-error: 24.767035458905344 worst-error: 24.833363143745604 SearchModels iteration 36> population: 16, bsize: 64, queue: 61, observed: 2397, best-error: 24.713677875655957 worst-error: 24.82255098975521 SearchModels iteration 37> population: 16, bsize: 64, queue: 58, observed: 2455, best-error: 24.713677875655957 worst-error: 24.78497100048566 SearchModels iteration 38> population: 16, bsize: 64, queue: 62, observed: 2517, best-error: 24.713677875655957 worst-error: 24.755395338988905 SearchModels iteration 39> population: 16, bsize: 64, queue: 59, observed: 2576, best-error: 24.700143245114376 worst-error: 24.73617131342397 SearchModels iteration 40> population: 16, bsize: 64, queue: 59, observed: 2635, best-error: 24.667928446554125 worst-error: 24.719436536482924 SearchModels iteration 41> population: 16, bsize: 64, queue: 61, observed: 2696, best-error: 24.667928446554125 worst-error: 24.709779270800208 SearchModels iteration 42> population: 16, bsize: 64, queue: 60, observed: 2756, best-error: 24.667928446554125 worst-error: 24.693384561825805 SearchModels iteration 43> population: 16, bsize: 64, queue: 57, observed: 2813, best-error: 24.646620047755178 worst-error: 24.682373379944853 SearchModels iteration 44> population: 16, bsize: 64, queue: 62, observed: 2875, best-error: 24.631582704414758 worst-error: 24.672347124171008 SearchModels iteration 45> population: 16, bsize: 64, queue: 58, observed: 2933, best-error: 24.631582704414758 worst-error: 24.663303874055995 SearchModels iteration 46> population: 16, bsize: 64, queue: 57, observed: 2990, best-error: 24.631582704414758 worst-error: 24.64991559309612 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3048, best-error: 24.631582704414758 worst-error: 24.641020645200076 SearchModels iteration 48> population: 16, bsize: 64, queue: 63, observed: 3111, best-error: 24.599101535324365 worst-error: 24.638028043304207 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3169, best-error: 24.596928230405133 worst-error: 24.634130162848884 SearchModels iteration 50> population: 16, bsize: 64, queue: 60, observed: 3229, best-error: 24.565510660260006 worst-error: 24.616699884809453 SearchModels iteration 51> population: 16, bsize: 64, queue: 54, observed: 3283, best-error: 24.565510660260006 worst-error: 24.604389644405714 SearchModels iteration 52> population: 16, bsize: 64, queue: 54, observed: 3337, best-error: 24.565510660260006 worst-error: 24.595060340314507 SearchModels iteration 53> population: 16, bsize: 64, queue: 57, observed: 3394, best-error: 24.565510660260006 worst-error: 24.58436168029622 SearchModels iteration 54> population: 16, bsize: 64, queue: 57, observed: 3451, best-error: 24.549383361234984 worst-error: 24.57624590449462 SearchModels iteration 55> population: 16, bsize: 64, queue: 59, observed: 3510, best-error: 24.51919443992574 worst-error: 24.570496029332453 SearchModels iteration 56> population: 16, bsize: 64, queue: 55, observed: 3565, best-error: 24.518789863704534 worst-error: 24.557624471657558 SearchModels iteration 57> population: 16, bsize: 64, queue: 58, observed: 3623, best-error: 24.4767673466055 worst-error: 24.537391170543746 SearchModels iteration 58> population: 16, bsize: 64, queue: 62, observed: 3685, best-error: 24.4767673466055 worst-error: 24.518793351292388 SearchModels iteration 59> population: 16, bsize: 64, queue: 61, observed: 3746, best-error: 24.452023938819856 worst-error: 24.481438180015722 SearchModels iteration 60> population: 16, bsize: 64, queue: 61, observed: 3807, best-error: 24.452023938819856 worst-error: 24.4748253703171 SearchModels iteration 61> population: 16, bsize: 64, queue: 60, observed: 3867, best-error: 24.439640817374027 worst-error: 24.460419587096546 SearchModels iteration 62> population: 16, bsize: 64, queue: 57, observed: 3924, best-error: 24.41750633828539 worst-error: 24.452023938819856 SearchModels iteration 63> population: 16, bsize: 64, queue: 59, observed: 3983, best-error: 24.409479729693846 worst-error: 24.44287663108862 SearchModels iteration 64> population: 16, bsize: 64, queue: 55, observed: 4038, best-error: 24.409479729693846 worst-error: 24.4346547210844 SearchModels iteration 65> population: 16, bsize: 64, queue: 56, observed: 4094, best-error: 24.40946528706895 worst-error: 24.426423264370296 SearchModels iteration 66> population: 16, bsize: 64, queue: 59, observed: 4153, best-error: 24.40946528706895 worst-error: 24.4195731863655 SearchModels iteration 67> population: 16, bsize: 64, queue: 57, observed: 4210, best-error: 24.394131834710254 worst-error: 24.41538902724134 SearchModels iteration 68> population: 16, bsize: 64, queue: 62, observed: 4272, best-error: 24.394131834710254 worst-error: 24.412328646868414 SearchModels iteration 69> population: 16, bsize: 64, queue: 60, observed: 4332, best-error: 24.38204331507906 worst-error: 24.406734018172916 SearchModels iteration 70> population: 16, bsize: 64, queue: 52, observed: 4384, best-error: 24.377908084732738 worst-error: 24.402689225711384 SearchModels iteration 71> population: 16, bsize: 64, queue: 58, observed: 4442, best-error: 24.377908084732738 worst-error: 24.39260099981482 SearchModels iteration 72> population: 16, bsize: 64, queue: 55, observed: 4497, best-error: 24.377908084732738 worst-error: 24.387199872137582 SearchModels iteration 73> population: 16, bsize: 64, queue: 58, observed: 4555, best-error: 24.377908084732738 worst-error: 24.385028570395523 SearchModels iteration 74> population: 16, bsize: 64, queue: 59, observed: 4614, best-error: 24.377908084732738 worst-error: 24.384001360423806 SearchModels iteration 75> population: 16, bsize: 64, queue: 57, observed: 4671, best-error: 24.377908084732738 worst-error: 24.382373924024794 SearchModels iteration 76> population: 16, bsize: 64, queue: 59, observed: 4730, best-error: 24.362486212636764 worst-error: 24.38084334289146 SearchModels iteration 77> population: 16, bsize: 64, queue: 57, observed: 4787, best-error: 24.36031800434055 worst-error: 24.379505035044527 SearchModels iteration 78> population: 16, bsize: 64, queue: 57, observed: 4844, best-error: 24.36031800434055 worst-error: 24.371493432788956 SearchModels iteration 79> population: 16, bsize: 64, queue: 59, observed: 4903, best-error: 24.351687562671234 worst-error: 24.368033862963653 SearchModels iteration 80> population: 16, bsize: 64, queue: 59, observed: 4962, best-error: 24.351687562671234 worst-error: 24.36434171415073 SearchModels iteration 81> population: 16, bsize: 64, queue: 55, observed: 5017, best-error: 24.351687562671234 worst-error: 24.361869918469946 SearchModels iteration 82> population: 16, bsize: 64, queue: 56, observed: 5073, best-error: 24.333720721556162 worst-error: 24.358477627204348 SearchModels iteration 83> population: 16, bsize: 64, queue: 59, observed: 5132, best-error: 24.333720721556162 worst-error: 24.355482514428214 SearchModels iteration 84> population: 16, bsize: 64, queue: 59, observed: 5191, best-error: 24.3167605876762 worst-error: 24.34627904926046 SearchModels iteration 85> population: 16, bsize: 64, queue: 57, observed: 5248, best-error: 24.3167605876762 worst-error: 24.342339860538658 SearchModels iteration 86> population: 16, bsize: 64, queue: 55, observed: 5303, best-error: 24.3167605876762 worst-error: 24.32947332965798 SearchModels iteration 87> population: 16, bsize: 64, queue: 62, observed: 5365, best-error: 24.311618716441444 worst-error: 24.326873569192568 SearchModels iteration 88> population: 16, bsize: 64, queue: 55, observed: 5420, best-error: 24.304992047400855 worst-error: 24.321948167854632 SearchModels iteration 89> population: 16, bsize: 64, queue: 59, observed: 5479, best-error: 24.29566602887234 worst-error: 24.316779301607514 SearchModels iteration 90> population: 16, bsize: 64, queue: 61, observed: 5540, best-error: 24.29257525270107 worst-error: 24.311334260398045 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5598, best-error: 24.29257525270107 worst-error: 24.304614670702236 SearchModels iteration 92> population: 16, bsize: 64, queue: 58, observed: 5656, best-error: 24.29257525270107 worst-error: 24.299667399351872 SearchModels iteration 93> population: 16, bsize: 64, queue: 56, observed: 5712, best-error: 24.29257525270107 worst-error: 24.29581104482346 SearchModels iteration 94> population: 16, bsize: 64, queue: 57, observed: 5769, best-error: 24.280331385101796 worst-error: 24.294248435373465 SearchModels iteration 95> population: 16, bsize: 64, queue: 55, observed: 5824, best-error: 24.27903607117007 worst-error: 24.293211769607776 SearchModels iteration 96> population: 16, bsize: 64, queue: 55, observed: 5879, best-error: 24.27903607117007 worst-error: 24.2899103150372 SearchModels iteration 97> population: 16, bsize: 64, queue: 60, observed: 5939, best-error: 24.27224272320466 worst-error: 24.286023339643545 SearchModels iteration 98> population: 16, bsize: 64, queue: 58, observed: 5997, best-error: 24.271047716522997 worst-error: 24.281446022389268 SearchModels iteration 99> population: 16, bsize: 64, queue: 61, observed: 6058, best-error: 24.271047716522997 worst-error: 24.27762573635457 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.45790204215157604, 0.16280265796420423, 0.2954333838237915, 0.7399044256315714, 0.4135460300786836] 1 => ([0.0071567475527968966, -0.08689974030119371, 0.6667913942276529, 0.7402466633812468, 0.40848425101385283] => 24.2576250694605) 2 => ([0.007361875495835304, -0.08728400554228774, 0.6667914018070785, 0.7402466633812468, 0.40848425101385283] => 24.26426188058261) 3 => ([0.0071567475527968966, -0.08776873770420565, 0.6667913942276529, 0.7402466633812468, 0.40848425101385283] => 24.271047716522997) 4 => ([0.007229775589049925, -0.08776873770420565, 0.6667913942276529, 0.7402466633812468, 0.40848425101385283] => 24.271299659851962) 5 => ([0.007280201712836, -0.08778796251038526, 0.66679139043794, 0.7402466633812468, 0.40848425101385283] => 24.27177117655544) 6 => ([0.007330627836622075, -0.08780718731656485, 0.6667913866482271, 0.7402466633812468, 0.40848425101385283] => 24.27224272320466) 7 => ([0.007200739580371595, -0.08784754945729992, 0.6667914093865043, 0.7402466633812468, 0.40848425101385283] => 24.27241926127635) 8 => ([0.007174012648532221, -0.0879042451678171, 0.6667914112813607, 0.7402466633812468, 0.40848425101385283] => 24.27320484251974) 9 => ([0.007235732522973546, -0.08789486743820164, 0.6667913999122221, 0.7402466633812468, 0.40848425101385283] => 24.273272625002924) 10 => ([0.007265585355279179, -0.08791721815425306, 0.6667913999122221, 0.7402466633812468, 0.40848425101385283] => 24.27372171193062) 11 => ([0.007244731607946293, -0.08792636121039418, 0.6667914245453557, 0.7402466633812468, 0.40848425101385283] => 24.2737912282183) 12 => ([0.007233799102032594, -0.08794457643067616, 0.6667914112813607, 0.7402466633812468, 0.40848425101385283] => 24.274035668977323) 13 => ([0.007222866596118895, -0.08796279165095813, 0.6667913980173656, 0.7402466633812468, 0.40848425101385283] => 24.2742801323366) 14 => ([0.007309806738031485, -0.08798201645713774, 0.6667913942276529, 0.7402466633812468, 0.40848425101385283] => 24.274877878397152) 15 => ([0.0071200769745223234, -0.08803975263142855, 0.6667914283350684, 0.7402466633812468, 0.40848425101385283] => 24.275117571390624) Test Summary: | Total Time SearchModels.jl | 0 5.4s ===== 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: 1149, best-error: 0.5199999999999968 worst-error: 21.92000000000001 SearchModels iteration 2> population: 16, bsize: 32, queue: 150, observed: 1299, best-error: 0.02000000000000001 worst-error: 3.62 SearchModels iteration 3> population: 16, bsize: 32, queue: 141, observed: 1440, best-error: 0.02000000000000001 worst-error: 1.9531250000000049 SearchModels iteration 4> population: 16, bsize: 32, queue: 152, observed: 1592, best-error: 0.0 worst-error: 0.7981249999999999 SearchModels iteration 5> population: 16, bsize: 32, queue: 169, observed: 1761, best-error: 0.0 worst-error: 0.4981249999999999 SearchModels iteration 6> population: 16, bsize: 32, queue: 172, observed: 1933, best-error: 0.0 worst-error: 0.40640869140624997 SearchModels iteration 7> population: 16, bsize: 32, queue: 171, observed: 2104, best-error: 0.0 worst-error: 0.18393325805664118 SearchModels iteration 8> population: 16, bsize: 32, queue: 161, observed: 2265, best-error: 0.0 worst-error: 0.008789062499999984 SearchModels iteration 9> population: 16, bsize: 32, queue: 166, observed: 2431, best-error: 0.0 worst-error: 0.002817392349243142 SearchModels iteration 10> population: 16, bsize: 32, queue: 163, observed: 2594, best-error: 0.0 worst-error: 0.000871315598487846 SearchModels iteration 11> population: 16, bsize: 32, queue: 170, observed: 2764, best-error: 0.0 worst-error: 0.0003639221191406276 SearchModels iteration 12> population: 16, bsize: 32, queue: 165, observed: 2929, best-error: 0.0 worst-error: 0.000133770669344802 SearchModels iteration 13> population: 16, bsize: 32, queue: 172, observed: 3101, best-error: 0.0 worst-error: 5.538765573874159e-5 SearchModels iteration 14> population: 16, bsize: 32, queue: 178, observed: 3279, best-error: 0.0 worst-error: 2.2020936012267805e-5 SearchModels iteration 15> population: 16, bsize: 32, queue: 182, observed: 3461, best-error: 0.0 worst-error: 8.407889545199019e-6 SearchModels iteration 16> population: 16, bsize: 32, queue: 181, observed: 3642, best-error: 0.0 worst-error: 2.7121464523807157e-6 SearchModels iteration 17> population: 16, bsize: 32, queue: 171, observed: 3813, best-error: 0.0 worst-error: 1.2613933546389923e-6 SearchModels iteration 18> population: 16, bsize: 32, queue: 184, observed: 3997, best-error: 0.0 worst-error: 7.404241656792321e-7 SearchModels iteration 19> population: 16, bsize: 32, queue: 175, observed: 4172, best-error: 0.0 worst-error: 3.7653324138293814e-7 SearchModels iteration 20> population: 16, bsize: 32, queue: 180, observed: 4352, best-error: 0.0 worst-error: 1.5259021893142015e-7 SearchModels> stop by convergence error=(0.99974365234375, 0.9994964599609375) => 7.397612972221213e-8, iter=21 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.9998870849609375, 0.9997787475585938) => 1.4833625299059987e-8) 3 => ((0.9998550415039062, 0.9997146606445313) => 2.3089247592588616e-8) 4 => ((0.9998405456542969, 0.9996856689453125) => 2.749795089008234e-8) 5 => ((0.9998046875, 0.999609375) => 3.814711817541905e-8) 6 => ((0.9998054504394531, 0.9996131896972656) => 3.835621757539463e-8) 7 => ((0.9998062133789063, 0.9996170043945313) => 3.9614490301085065e-8) 8 => ((0.9997894287109375, 0.9995834350585937) => 4.639534544872986e-8) 9 => ((0.9997650146484375, 0.9995346069335938) => 5.7263342451382797e-8) 10 => ((0.999774169921875, 0.9995574951171875) => 5.928800508126308e-8) 11 => ((0.9997573852539062, 0.9995193481445312) => 6.090384759487831e-8) 12 => ((0.9997489929199218, 0.9995025634765625) => 6.504274460760244e-8) 13 => ((0.999749755859375, 0.9995063781738281) => 6.725134419594633e-8) 14 => ((0.9997406005859375, 0.9994857788085938) => 6.932238052195105e-8) 15 => ((0.9997367858886719, 0.9994792938232422) => 7.247704274629118e-8) ===== 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: 175, observed: 1150, best-error: 0.7200000000000061 worst-error: 13.320000000000023 SearchModels iteration 2> population: 16, bsize: 32, queue: 171, observed: 1321, best-error: 0.0 worst-error: 1.953125 SearchModels iteration 3> population: 16, bsize: 32, queue: 182, observed: 1503, best-error: 0.0 worst-error: 0.30312500000000003 SearchModels iteration 4> population: 16, bsize: 32, queue: 170, observed: 1673, best-error: 0.0 worst-error: 0.07437744140625027 SearchModels iteration 5> population: 16, bsize: 32, queue: 171, observed: 1844, best-error: 0.0 worst-error: 0.012658691406249948 SearchModels iteration 6> population: 16, bsize: 32, queue: 176, observed: 2020, best-error: 0.0 worst-error: 0.0035414218902587724 SearchModels iteration 7> population: 16, bsize: 32, queue: 175, observed: 2195, best-error: 0.0 worst-error: 0.00036392211914058024 SearchModels iteration 8> population: 16, bsize: 32, queue: 168, observed: 2363, best-error: 0.0 worst-error: 7.870141416787394e-5 SearchModels iteration 9> population: 16, bsize: 32, queue: 158, observed: 2521, best-error: 0.0 worst-error: 1.8776918295777755e-5 SearchModels iteration 10> population: 16, bsize: 32, queue: 161, observed: 2682, best-error: 0.0 worst-error: 4.14462076150594e-6 SearchModels iteration 11> population: 16, bsize: 32, queue: 147, observed: 2829, best-error: 0.0 worst-error: 6.103888154033045e-7 SearchModels iteration 12> population: 16, bsize: 32, queue: 145, observed: 2974, best-error: 0.0 worst-error: 8.583142516738021e-8 SearchModels> stop by convergence error=(0.999853515625, 0.99970703125) => 2.1457718162303244e-8, iter=13 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.9999999999999999, 1.0) => 4.942706609275402e-30) 3 => ((1.000048828125, 1.0000976562500001) => 2.3841863594453453e-9) 4 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 5 => ((0.999951171875, 0.9999023437500001) => 2.3841863594454512e-9) 6 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) 7 => ((0.9999511718749999, 0.9999023437500001) => 2.3841863594561876e-9) 8 => ((1.0000488281250002, 1.0000976562500001) => 2.3841863594672412e-9) 9 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) 10 => ((0.9999023437500001, 0.9998046875000002) => 9.536752258992187e-9) 11 => ((0.9999023437500001, 0.9998046875000001) => 9.536752258992399e-9) 12 => ((0.99990234375, 0.9998046875) => 9.53675225901387e-9) 13 => ((1.0000976562500001, 1.0001953125) => 9.53675225903598e-9) 14 => ((0.9998535156250001, 0.9997070312500002) => 2.1457718162271196e-8) 15 => ((0.999853515625, 0.9997070312500002) => 2.1457718162302768e-8) Test Summary: | Total Time SearchModels.jl | 0 2.0s Testing SearchModels tests passed Testing completed after 35.9s PkgEval succeeded after 80.28s