Package evaluation to test SearchModels on Julia 1.14.0-DEV.1808 (1cd77b505e*) started at 2026-02-26T15:07:40.249 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 14.45s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [0e966ebe] + SearchModels v0.5.0 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 v0.3.30+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 To see why use `status --outdated -m` Installation completed after 1.62s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 3212.6 ms ✓ SearchModels 1 dependency successfully precompiled in 3 seconds. 30 already precompiled. Precompilation completed after 23.45s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_bjOBhZ/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_bjOBhZ/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 v0.3.30+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... SearchModels> search params iter=0, initialpopulation=300, maxpopulation=16, bsize=64, mutbsize=32, crossbsize=32 SearchModels iteration 1> population: 16, bsize: 64, queue: 53, observed: 353, best-error: 15955.772479083736 worst-error: 538988.0486468547 SearchModels iteration 2> population: 16, bsize: 64, queue: 62, observed: 415, best-error: 4109.169452890674 worst-error: 166735.8999133997 SearchModels iteration 3> population: 16, bsize: 64, queue: 58, observed: 473, best-error: 1539.286413769743 worst-error: 17621.071105166124 SearchModels iteration 4> population: 16, bsize: 64, queue: 59, observed: 532, best-error: 344.646292873029 worst-error: 4558.482254836216 SearchModels iteration 5> population: 16, bsize: 64, queue: 62, observed: 594, best-error: 236.64057423261096 worst-error: 2140.435561390252 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 652, best-error: 83.82631427809709 worst-error: 647.9237259477082 SearchModels iteration 7> population: 16, bsize: 64, queue: 59, observed: 711, best-error: 75.87705065345641 worst-error: 233.3368357152405 SearchModels iteration 8> population: 16, bsize: 64, queue: 63, observed: 774, best-error: 71.5431016133684 worst-error: 115.02051073947328 SearchModels iteration 9> population: 16, bsize: 64, queue: 57, observed: 831, best-error: 70.92844363890255 worst-error: 77.07479561675156 SearchModels iteration 10> population: 16, bsize: 64, queue: 58, observed: 889, best-error: 58.96595788013101 worst-error: 70.92844363890255 SearchModels iteration 11> population: 16, bsize: 64, queue: 61, observed: 950, best-error: 58.96595788013101 worst-error: 62.46592048797864 SearchModels iteration 12> population: 16, bsize: 64, queue: 54, observed: 1004, best-error: 52.02727778962489 worst-error: 59.70417710090812 SearchModels iteration 13> population: 16, bsize: 64, queue: 60, observed: 1064, best-error: 52.02727778962489 worst-error: 58.48681332188429 SearchModels iteration 14> population: 16, bsize: 64, queue: 61, observed: 1125, best-error: 50.839644096193325 worst-error: 54.48663912912371 SearchModels iteration 15> population: 16, bsize: 64, queue: 60, observed: 1185, best-error: 50.469980112350136 worst-error: 52.87254349259464 SearchModels iteration 16> population: 16, bsize: 64, queue: 57, observed: 1242, best-error: 48.49257674177629 worst-error: 51.55645641611772 SearchModels iteration 17> population: 16, bsize: 64, queue: 56, observed: 1298, best-error: 48.49257674177629 worst-error: 50.41694444998243 SearchModels iteration 18> population: 16, bsize: 64, queue: 57, observed: 1355, best-error: 48.49257674177629 worst-error: 49.578673233807685 SearchModels iteration 19> population: 16, bsize: 64, queue: 59, observed: 1414, best-error: 48.49257674177629 worst-error: 49.19397140595202 SearchModels iteration 20> population: 16, bsize: 64, queue: 57, observed: 1471, best-error: 48.36825958200009 worst-error: 48.844352644799606 SearchModels iteration 21> population: 16, bsize: 64, queue: 60, observed: 1531, best-error: 47.605936530086254 worst-error: 48.59080644568228 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1589, best-error: 47.44558312682844 worst-error: 48.36825958200009 SearchModels iteration 23> population: 16, bsize: 64, queue: 60, observed: 1649, best-error: 47.282494699354146 worst-error: 47.93934709419048 SearchModels iteration 24> population: 16, bsize: 64, queue: 59, observed: 1708, best-error: 46.668001768607716 worst-error: 47.66226771592467 SearchModels iteration 25> population: 16, bsize: 64, queue: 55, observed: 1763, best-error: 46.465051024310895 worst-error: 47.36691502097876 SearchModels iteration 26> population: 16, bsize: 64, queue: 58, observed: 1821, best-error: 46.465051024310895 worst-error: 47.09380107749579 SearchModels iteration 27> population: 16, bsize: 64, queue: 56, observed: 1877, best-error: 46.42745320148081 worst-error: 46.78128900942185 SearchModels iteration 28> population: 16, bsize: 64, queue: 59, observed: 1936, best-error: 45.92585086997264 worst-error: 46.586752632470684 SearchModels iteration 29> population: 16, bsize: 64, queue: 59, observed: 1995, best-error: 45.92585086997264 worst-error: 46.430162659665804 SearchModels iteration 30> population: 16, bsize: 64, queue: 62, observed: 2057, best-error: 45.83750459740301 worst-error: 46.24316546805061 SearchModels iteration 31> population: 16, bsize: 64, queue: 59, observed: 2116, best-error: 45.570208789525395 worst-error: 46.12674526077936 SearchModels iteration 32> population: 16, bsize: 64, queue: 58, observed: 2174, best-error: 45.46995488519342 worst-error: 46.013236310530594 SearchModels iteration 33> population: 16, bsize: 64, queue: 60, observed: 2234, best-error: 44.93260750932589 worst-error: 45.866041620316054 SearchModels iteration 34> population: 16, bsize: 64, queue: 60, observed: 2294, best-error: 44.93260750932589 worst-error: 45.6765742592009 SearchModels iteration 35> population: 16, bsize: 64, queue: 58, observed: 2352, best-error: 44.70617184585287 worst-error: 45.42291589417903 SearchModels iteration 36> population: 16, bsize: 64, queue: 55, observed: 2407, best-error: 44.70617184585287 worst-error: 45.17469816495627 SearchModels iteration 37> population: 16, bsize: 64, queue: 57, observed: 2464, best-error: 44.57601261035357 worst-error: 44.95734311637884 SearchModels iteration 38> population: 16, bsize: 64, queue: 59, observed: 2523, best-error: 44.448539770265455 worst-error: 44.79759920609042 SearchModels iteration 39> population: 16, bsize: 64, queue: 56, observed: 2579, best-error: 44.15879017608286 worst-error: 44.57747136250374 SearchModels iteration 40> population: 16, bsize: 64, queue: 55, observed: 2634, best-error: 43.84360904686892 worst-error: 44.46119545503167 SearchModels iteration 41> population: 16, bsize: 64, queue: 56, observed: 2690, best-error: 43.84360904686892 worst-error: 44.2760413072564 SearchModels iteration 42> population: 16, bsize: 64, queue: 55, observed: 2745, best-error: 43.84360904686892 worst-error: 44.1347841439298 SearchModels iteration 43> population: 16, bsize: 64, queue: 58, observed: 2803, best-error: 43.84360904686892 worst-error: 44.07455094778572 SearchModels iteration 44> population: 16, bsize: 64, queue: 60, observed: 2863, best-error: 43.6474411371042 worst-error: 43.99543378807087 SearchModels iteration 45> population: 16, bsize: 64, queue: 62, observed: 2925, best-error: 43.6474411371042 worst-error: 43.84360904686892 SearchModels iteration 46> population: 16, bsize: 64, queue: 59, observed: 2984, best-error: 43.446910384732185 worst-error: 43.72153790817302 SearchModels iteration 47> population: 16, bsize: 64, queue: 61, observed: 3045, best-error: 43.37639167523593 worst-error: 43.6408978722624 SearchModels iteration 48> population: 16, bsize: 64, queue: 55, observed: 3100, best-error: 43.266629033039855 worst-error: 43.54714003161829 SearchModels iteration 49> population: 16, bsize: 64, queue: 59, observed: 3159, best-error: 43.04537506730605 worst-error: 43.4292387425127 SearchModels iteration 50> population: 16, bsize: 64, queue: 60, observed: 3219, best-error: 43.04537506730605 worst-error: 43.33706334677419 SearchModels iteration 51> population: 16, bsize: 64, queue: 59, observed: 3278, best-error: 42.97676768853083 worst-error: 43.23657575989391 SearchModels iteration 52> population: 16, bsize: 64, queue: 59, observed: 3337, best-error: 42.64184605213284 worst-error: 43.128421869897174 SearchModels iteration 53> population: 16, bsize: 64, queue: 61, observed: 3398, best-error: 42.64184605213284 worst-error: 43.03415582979505 SearchModels iteration 54> population: 16, bsize: 64, queue: 58, observed: 3456, best-error: 42.64184605213284 worst-error: 42.83561365022863 SearchModels iteration 55> population: 16, bsize: 64, queue: 58, observed: 3514, best-error: 42.4973022255149 worst-error: 42.74868386268796 SearchModels iteration 56> population: 16, bsize: 64, queue: 59, observed: 3573, best-error: 42.06049850042533 worst-error: 42.692157308862505 SearchModels iteration 57> population: 16, bsize: 64, queue: 57, observed: 3630, best-error: 42.06049850042533 worst-error: 42.53682912132787 SearchModels iteration 58> population: 16, bsize: 64, queue: 55, observed: 3685, best-error: 42.05890091980787 worst-error: 42.389501188815274 SearchModels iteration 59> population: 16, bsize: 64, queue: 59, observed: 3744, best-error: 42.05890091980787 worst-error: 42.24830439572125 SearchModels iteration 60> population: 16, bsize: 64, queue: 57, observed: 3801, best-error: 41.77497877803834 worst-error: 42.141695406523986 SearchModels iteration 61> population: 16, bsize: 64, queue: 55, observed: 3856, best-error: 41.77497877803834 worst-error: 42.06387640681495 SearchModels iteration 62> population: 16, bsize: 64, queue: 57, observed: 3913, best-error: 41.75345618652421 worst-error: 41.941953675248286 SearchModels iteration 63> population: 16, bsize: 64, queue: 59, observed: 3972, best-error: 41.536581168892795 worst-error: 41.88232563155328 SearchModels iteration 64> population: 16, bsize: 64, queue: 57, observed: 4029, best-error: 36.416557817764804 worst-error: 41.715290405505726 SearchModels iteration 65> population: 16, bsize: 64, queue: 55, observed: 4084, best-error: 36.416557817764804 worst-error: 41.470190798588646 SearchModels iteration 66> population: 16, bsize: 64, queue: 57, observed: 4141, best-error: 36.38071647678917 worst-error: 37.58131204215514 SearchModels iteration 67> population: 16, bsize: 64, queue: 59, observed: 4200, best-error: 36.38071647678917 worst-error: 36.488574345761485 SearchModels iteration 68> population: 16, bsize: 64, queue: 61, observed: 4261, best-error: 36.33336814559473 worst-error: 36.41902721514233 SearchModels iteration 69> population: 16, bsize: 64, queue: 58, observed: 4319, best-error: 36.33336814559473 worst-error: 36.38749518591574 SearchModels iteration 70> population: 16, bsize: 64, queue: 57, observed: 4376, best-error: 36.314396759946675 worst-error: 36.35786526725659 SearchModels iteration 71> population: 16, bsize: 64, queue: 59, observed: 4435, best-error: 36.3053322206936 worst-error: 36.337940653942525 SearchModels iteration 72> population: 16, bsize: 64, queue: 60, observed: 4495, best-error: 36.27996559080271 worst-error: 36.32446369405293 SearchModels iteration 73> population: 16, bsize: 64, queue: 58, observed: 4553, best-error: 36.23456440810208 worst-error: 36.30695213604936 SearchModels iteration 74> population: 16, bsize: 64, queue: 59, observed: 4612, best-error: 36.23456440810208 worst-error: 36.29209124563962 SearchModels iteration 75> population: 16, bsize: 64, queue: 58, observed: 4670, best-error: 36.17323920382112 worst-error: 36.269037068440404 SearchModels iteration 76> population: 16, bsize: 64, queue: 55, observed: 4725, best-error: 36.17323920382112 worst-error: 36.25354109370744 SearchModels iteration 77> population: 16, bsize: 64, queue: 61, observed: 4786, best-error: 36.17323920382112 worst-error: 36.241113923178595 SearchModels iteration 78> population: 16, bsize: 64, queue: 61, observed: 4847, best-error: 36.17323920382112 worst-error: 36.2082057912651 SearchModels iteration 79> population: 16, bsize: 64, queue: 57, observed: 4904, best-error: 36.17323920382112 worst-error: 36.19435139817742 SearchModels iteration 80> population: 16, bsize: 64, queue: 61, observed: 4965, best-error: 36.1468492629607 worst-error: 36.185925956920464 SearchModels iteration 81> population: 16, bsize: 64, queue: 60, observed: 5025, best-error: 36.1468492629607 worst-error: 36.17323920382112 SearchModels iteration 82> population: 16, bsize: 64, queue: 60, observed: 5085, best-error: 36.11983560998366 worst-error: 36.16140865031974 SearchModels iteration 83> population: 16, bsize: 64, queue: 54, observed: 5139, best-error: 36.11983560998366 worst-error: 36.15322603671344 SearchModels iteration 84> population: 16, bsize: 64, queue: 59, observed: 5198, best-error: 36.10467838771126 worst-error: 36.1404910845655 SearchModels iteration 85> population: 16, bsize: 64, queue: 61, observed: 5259, best-error: 36.08332868811886 worst-error: 36.12864737672636 SearchModels iteration 86> population: 16, bsize: 64, queue: 56, observed: 5315, best-error: 36.08332868811886 worst-error: 36.11983560998366 SearchModels iteration 87> population: 16, bsize: 64, queue: 60, observed: 5375, best-error: 36.0323013145764 worst-error: 36.109006720365315 SearchModels iteration 88> population: 16, bsize: 64, queue: 61, observed: 5436, best-error: 36.0323013145764 worst-error: 36.08354018358551 SearchModels iteration 89> population: 16, bsize: 64, queue: 61, observed: 5497, best-error: 35.992108355516486 worst-error: 36.06524888643129 SearchModels iteration 90> population: 16, bsize: 64, queue: 61, observed: 5558, best-error: 35.992108355516486 worst-error: 36.043316327951295 SearchModels iteration 91> population: 16, bsize: 64, queue: 57, observed: 5615, best-error: 35.992108355516486 worst-error: 36.02299779980769 SearchModels iteration 92> population: 16, bsize: 64, queue: 58, observed: 5673, best-error: 35.971445206619514 worst-error: 36.01030420902166 SearchModels iteration 93> population: 16, bsize: 64, queue: 59, observed: 5732, best-error: 35.971445206619514 worst-error: 36.00505870242086 SearchModels iteration 94> population: 16, bsize: 64, queue: 60, observed: 5792, best-error: 35.961253539885895 worst-error: 35.9941516954807 SearchModels iteration 95> population: 16, bsize: 64, queue: 57, observed: 5849, best-error: 35.94140561601297 worst-error: 35.98392060725291 SearchModels iteration 96> population: 16, bsize: 64, queue: 54, observed: 5903, best-error: 35.92129649380601 worst-error: 35.974177359904886 SearchModels iteration 97> population: 16, bsize: 64, queue: 59, observed: 5962, best-error: 35.92129649380601 worst-error: 35.95429441345425 SearchModels iteration 98> population: 16, bsize: 64, queue: 58, observed: 6020, best-error: 35.90474794185763 worst-error: 35.938232209349586 SearchModels iteration 99> population: 16, bsize: 64, queue: 61, observed: 6081, best-error: 35.90120111235191 worst-error: 35.92730945986726 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.5686831372646348, 0.8869268956088388, 0.033927326826344806, 0.7804079614207873, 0.23635282938693114] 1 => ([0.8205854671222637, 0.6616174654225894, -0.42297816830240537, 0.7839604323120779, 0.24259441078069718] => 35.868967797413134) 2 => ([0.8188406714808191, 0.6519191297467288, -0.4188624936815607, 0.7839604280882874, 0.24259441078069718] => 35.87926842685259) 3 => ([0.8219842068486509, 0.6496716048404287, -0.42357718860172533, 0.7839604313835233, 0.24259441078069718] => 35.88191016694371) 4 => ([0.8131533039459973, 0.6523692011442686, -0.4211837271238356, 0.7839604318478006, 0.24259441078069718] => 35.90120111235191) 5 => ([0.8138457493550999, 0.6496716048404287, -0.4193833550512132, 0.7839604313835233, 0.24259441078069718] => 35.90236923631333) 6 => ([0.8124608585368946, 0.6550667974481083, -0.4187902656459459, 0.7839604323120779, 0.24259441078069718] => 35.90474794185763) 7 => ([0.8119970121310587, 0.654062036217878, -0.419026517271128, 0.7839604348995741, 0.24259441078069718] => 35.90662137818757) 8 => ([0.8122895437274604, 0.6507953672935788, -0.421219841141643, 0.7839604297359053, 0.24259441078069718] => 35.9075036976754) 9 => ([0.8112593042757099, 0.6536550011826727, -0.41956101024366677, 0.7839604318042747, 0.24259441078069718] => 35.90819902219301) 10 => ([0.8115331657252227, 0.6530572749876475, -0.4192627688963101, 0.7839604374870704, 0.24259441078069718] => 35.90880569634172) 11 => ([0.8116955894193842, 0.6515822842189236, -0.42120178413273934, 0.783960430791853, 0.24259441078069718] => 35.90914236761789) 12 => ([0.8121836728877305, 0.6514597854939481, -0.42183634590896546, 0.7839604300462493, 0.24259441078069718] => 35.910053815666934) 13 => ([0.8115970983183578, 0.6534929635974185, -0.4188263796637533, 0.7839604302001826, 0.24259441078069718] => 35.91027562135111) 14 => ([0.8110242346841259, 0.6525966414369622, -0.41963523294632354, 0.7839604334490617, 0.24259441078069718] => 35.91037587568422) 15 => ([0.8105215964203613, 0.6532479661474674, -0.42009550321620553, 0.7839604287089751, 0.24259441078069718] => 35.91100768092053) 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: 173, observed: 1143, best-error: 1.2200000000000022 worst-error: 18.31999999999996 SearchModels iteration 2> population: 16, bsize: 32, queue: 167, observed: 1310, best-error: 0.3200000000000003 worst-error: 5.119999999999999 SearchModels iteration 3> population: 16, bsize: 32, queue: 147, observed: 1457, best-error: 0.07812499999999989 worst-error: 1.85 SearchModels iteration 4> population: 16, bsize: 32, queue: 168, observed: 1625, best-error: 0.023124999999999892 worst-error: 0.5199999999999998 SearchModels iteration 5> population: 16, bsize: 32, queue: 179, observed: 1804, best-error: 0.023124999999999892 worst-error: 0.13551025390624996 SearchModels iteration 6> population: 16, bsize: 32, queue: 169, observed: 1973, best-error: 0.023124999999999892 worst-error: 0.05378906249999985 SearchModels iteration 7> population: 16, bsize: 32, queue: 177, observed: 2150, best-error: 0.023124999999999892 worst-error: 0.03508471548557293 SearchModels iteration 8> population: 16, bsize: 32, queue: 169, observed: 2319, best-error: 0.023124999999999892 worst-error: 0.028842926025390667 SearchModels iteration 9> population: 16, bsize: 32, queue: 173, observed: 2492, best-error: 0.023124999999999892 worst-error: 0.026112578401807654 SearchModels iteration 10> population: 16, bsize: 32, queue: 168, observed: 2660, best-error: 0.023124999999999892 worst-error: 0.024795143490337075 SearchModels iteration 11> population: 16, bsize: 32, queue: 170, observed: 2830, best-error: 0.023091354966163626 worst-error: 0.02390625000000008 SearchModels iteration 12> population: 16, bsize: 32, queue: 156, observed: 2986, best-error: 0.022671241760253917 worst-error: 0.023291879333555632 SearchModels iteration 13> population: 16, bsize: 32, queue: 169, observed: 3155, best-error: 0.022671241760253917 worst-error: 0.022992935776710476 SearchModels iteration 14> population: 16, bsize: 32, queue: 162, observed: 3317, best-error: 0.022671241760253917 worst-error: 0.022782748738209707 SearchModels iteration 15> population: 16, bsize: 32, queue: 163, observed: 3480, best-error: 0.022604257236105183 worst-error: 0.02270546292202194 SearchModels iteration 16> population: 16, bsize: 32, queue: 170, observed: 3650, best-error: 0.02250734388828276 worst-error: 0.02263966925549135 SearchModels iteration 17> population: 16, bsize: 32, queue: 164, observed: 3814, best-error: 0.02250734388828276 worst-error: 0.02259560863142801 SearchModels iteration 18> population: 16, bsize: 32, queue: 154, observed: 3968, best-error: 0.02250734388828276 worst-error: 0.02255572920618859 SearchModels iteration 19> population: 16, bsize: 32, queue: 139, observed: 4107, best-error: 0.02250734388828276 worst-error: 0.022533363541581652 SearchModels iteration 20> population: 16, bsize: 32, queue: 124, observed: 4231, best-error: 0.02250734388828276 worst-error: 0.022522017865043396 SearchModels iteration 21> population: 16, bsize: 32, queue: 133, observed: 4364, best-error: 0.02250734388828276 worst-error: 0.02251593158552954 SearchModels iteration 22> population: 16, bsize: 32, queue: 116, observed: 4480, best-error: 0.02250734388828276 worst-error: 0.022512253402834477 SearchModels iteration 23> population: 16, bsize: 32, queue: 109, observed: 4589, best-error: 0.02250734388828276 worst-error: 0.02250971975741226 SearchModels iteration 24> population: 16, bsize: 32, queue: 98, observed: 4687, best-error: 0.02250734388828276 worst-error: 0.022508721082449466 SearchModels iteration 25> population: 16, bsize: 32, queue: 119, observed: 4806, best-error: 0.02250734388828276 worst-error: 0.022508307182679897 SearchModels iteration 26> population: 16, bsize: 32, queue: 110, observed: 4916, best-error: 0.02250734388828276 worst-error: 0.02250790334490601 SearchModels iteration 27> population: 16, bsize: 32, queue: 105, observed: 5021, best-error: 0.02250734388828276 worst-error: 0.0225076770980945 SearchModels iteration 28> population: 16, bsize: 32, queue: 110, observed: 5131, best-error: 0.02250734388828276 worst-error: 0.022507551278108072 SearchModels> stop by convergence error=(0.8499998211860658, 0.7222274839878082) => 0.02250746358306019, iter=29 (of 300) 1 => ((0.8500000000000001, 0.72222900390625) => 0.02250734388828276) 2 => ((0.8499998211860658, 0.72222900390625) => 0.022507381066058946) 3 => ((0.8500000000000001, 0.7222279906272888) => 0.022507398909884256) 4 => ((0.8499998211860658, 0.7222284972667694) => 0.022507408520389315) 5 => ((0.8500000000000001, 0.7222274839878082) => 0.022507426497690074) 6 => ((0.8500000000000001, 0.7222273498773575) => 0.02250743380893768) 7 => ((0.8499999105930329, 0.7222276702523232) => 0.022507434895175565) 8 => ((0.8499998211860658, 0.7222279906272888) => 0.022507436026056395) 9 => ((0.8500000000000001, 0.7222272306680679) => 0.02250744031084425) 10 => ((0.8499996423721314, 0.7222284972667694) => 0.02250744568591211) 11 => ((0.8499999105930329, 0.7222274169325829) => 0.02250744869119234) 12 => ((0.8500000000000001, 0.7222269773483276) => 0.022507454136832604) 13 => ((0.8499994695186616, 0.72222900390625) => 0.02250745423646256) 14 => ((0.8500000000000001, 0.7222268506884575) => 0.022507461054639598) 15 => ((0.8499999105930329, 0.7222271636128426) => 0.02250746250004329) ===== 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: 165, observed: 1138, best-error: 0.8199999999999994 worst-error: 21.52 SearchModels iteration 2> population: 16, bsize: 32, queue: 175, observed: 1313, best-error: 0.578125 worst-error: 3.62 SearchModels iteration 3> population: 16, bsize: 32, queue: 163, observed: 1476, best-error: 0.00066406249999998 worst-error: 0.6600390625000001 SearchModels iteration 4> population: 16, bsize: 32, queue: 183, observed: 1659, best-error: 0.00066406249999998 worst-error: 0.369999999999998 SearchModels iteration 5> population: 16, bsize: 32, queue: 169, observed: 1828, best-error: 0.00066406249999998 worst-error: 0.13660156249999994 SearchModels iteration 6> population: 16, bsize: 32, queue: 178, observed: 2006, best-error: 0.00066406249999998 worst-error: 0.027329254150390298 SearchModels iteration 7> population: 16, bsize: 32, queue: 173, observed: 2179, best-error: 3.92150878906241e-5 worst-error: 0.010251055359840437 SearchModels iteration 8> population: 16, bsize: 32, queue: 169, observed: 2348, best-error: 3.92150878906241e-5 worst-error: 0.00344272796064615 SearchModels iteration 9> population: 16, bsize: 32, queue: 166, observed: 2514, best-error: 2.4420022964473943e-6 worst-error: 0.0010102939605714978 SearchModels iteration 10> population: 16, bsize: 32, queue: 178, observed: 2692, best-error: 2.4420022964473943e-6 worst-error: 0.0002517992630601102 SearchModels iteration 11> population: 16, bsize: 32, queue: 180, observed: 2872, best-error: 1.525902189315001e-7 worst-error: 5.142211914064266e-5 SearchModels iteration 12> population: 16, bsize: 32, queue: 169, observed: 3041, best-error: 1.525902189315001e-7 worst-error: 1.0013862192872877e-5 SearchModels iteration 13> population: 16, bsize: 32, queue: 173, observed: 3214, best-error: 1.525902189315001e-7 worst-error: 3.057992444153692e-6 SearchModels iteration 14> population: 16, bsize: 32, queue: 165, observed: 3379, best-error: 1.525902189315001e-7 worst-error: 1.1032843031031432e-6 SearchModels iteration 15> population: 16, bsize: 32, queue: 175, observed: 3554, best-error: 2.145771816233482e-8 worst-error: 2.862270924122481e-7 SearchModels iteration 16> population: 16, bsize: 32, queue: 172, observed: 3726, best-error: 2.145771816233482e-8 worst-error: 9.550189190744534e-8 SearchModels> stop by convergence error=(0.9998535156249999, 0.99969482421875) => 3.641126625048437e-8, iter=17 (of 300) 1 => ((1.00006103515625, 1.0001281738281251) => 7.446034511356275e-9) 2 => ((0.9999023437499999, 0.9998046875000001) => 9.536752259034921e-9) 3 => ((0.999957275390625, 0.9999237060546876) => 1.0203953358266913e-8) 4 => ((0.9998840332031249, 0.99976806640625) => 1.3448316063139504e-8) 5 => ((0.9999511718749999, 0.99991455078125) => 1.7279526787722106e-8) 6 => ((0.9998535156249999, 0.99970703125) => 2.145771816233482e-8) 7 => ((0.9999145507812499, 0.9998413085937501) => 2.2184909414558684e-8) 8 => ((0.9998992919921874, 0.9998107910156251) => 2.5018513325079814e-8) 9 => ((0.9998413085937499, 0.9996826171875001) => 2.518302583580258e-8) 10 => ((0.9999511718749999, 0.9999176025390626) => 2.5659974768069225e-8) 11 => ((0.9998382568359374, 0.999676513671875) => 2.6160919559989664e-8) 12 => ((0.9998474121093749, 0.9996887207031251) => 2.7036830583040867e-8) 13 => ((0.9999114990234375, 0.9998382568359375) => 3.109159069539826e-8) 14 => ((0.9999755859374999, 0.999969482421875) => 3.412147638285764e-8) 15 => ((0.9998229980468749, 0.9996520996093751) => 3.501683561161769e-8) Test Summary: | Total Time SearchModels.jl | 0 2.6s Testing SearchModels tests passed Testing completed after 18.25s PkgEval succeeded after 68.46s