Package evaluation of SearchModels on Julia 1.11.5 (32ac370b68*) started at 2025-06-29T08:10:30.560 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 6.61s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.11/Project.toml` [0e966ebe] + SearchModels v0.4.1 Updating `~/.julia/environments/v1.11/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 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra 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 v1.11.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [4536629a] + OpenBLAS_jll v0.3.27+1 [bea87d4a] + SuiteSparse_jll v7.7.0+0 [8e850b90] + libblastrampoline_jll v5.11.0+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 To see why use `status --outdated -m` Installation completed after 1.32s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 12.66s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_R0g0qA/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_R0g0qA/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 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.11.0 [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 v1.11.0 [fa267f1f] TOML v1.0.3 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.1.1+0 [4536629a] OpenBLAS_jll v0.3.27+1 [bea87d4a] SuiteSparse_jll v7.7.0+0 [8e850b90] libblastrampoline_jll v5.11.0+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: 51, observed: 351, best-error: 89991.17622901565 worst-error: 3.102989509782544e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 60, observed: 411, best-error: 5219.594436240032 worst-error: 364330.8834711877 SearchModels iteration 3> population: 16, bsize: 64, queue: 60, observed: 471, best-error: 2024.3391105991145 worst-error: 26552.13890439699 SearchModels iteration 4> population: 16, bsize: 64, queue: 61, observed: 532, best-error: 515.4782322981167 worst-error: 2924.9654297793427 SearchModels iteration 5> population: 16, bsize: 64, queue: 57, observed: 589, best-error: 146.81421191299447 worst-error: 500.5971404998537 SearchModels iteration 6> population: 16, bsize: 64, queue: 56, observed: 645, best-error: 25.959796635707065 worst-error: 147.95824394166786 SearchModels iteration 7> population: 16, bsize: 64, queue: 63, observed: 708, best-error: 25.959796635707065 worst-error: 41.233288364412225 SearchModels iteration 8> population: 16, bsize: 64, queue: 61, observed: 769, best-error: 16.814647265178124 worst-error: 27.951439524512537 SearchModels iteration 9> population: 16, bsize: 64, queue: 60, observed: 829, best-error: 16.060721735732688 worst-error: 20.463993660450235 SearchModels iteration 10> population: 16, bsize: 64, queue: 61, observed: 890, best-error: 13.125886156425224 worst-error: 16.065564136310112 SearchModels iteration 11> population: 16, bsize: 64, queue: 58, observed: 948, best-error: 13.125886156425224 worst-error: 14.592427676671289 SearchModels iteration 12> population: 16, bsize: 64, queue: 63, observed: 1011, best-error: 13.125886156425224 worst-error: 13.779245633524589 SearchModels iteration 13> population: 16, bsize: 64, queue: 55, observed: 1066, best-error: 13.125886156425224 worst-error: 13.492931656646613 SearchModels iteration 14> population: 16, bsize: 64, queue: 62, observed: 1128, best-error: 13.125886156425224 worst-error: 13.353545265749455 SearchModels iteration 15> population: 16, bsize: 64, queue: 56, observed: 1184, best-error: 13.125886156425224 worst-error: 13.257078261456575 SearchModels iteration 16> population: 16, bsize: 64, queue: 56, observed: 1240, best-error: 12.934346728985302 worst-error: 13.201065245900612 SearchModels iteration 17> population: 16, bsize: 64, queue: 58, observed: 1298, best-error: 12.641934198017815 worst-error: 13.14946322847904 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1357, best-error: 12.641934198017815 worst-error: 12.812705082745381 SearchModels iteration 19> population: 16, bsize: 64, queue: 60, observed: 1417, best-error: 12.641934198017815 worst-error: 12.728570852845925 SearchModels iteration 20> population: 16, bsize: 64, queue: 58, observed: 1475, best-error: 12.633020483223508 worst-error: 12.69214960384146 SearchModels iteration 21> population: 16, bsize: 64, queue: 59, observed: 1534, best-error: 12.632256887899105 worst-error: 12.662913080553052 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1592, best-error: 12.632256887899105 worst-error: 12.644965993186444 SearchModels iteration 23> population: 16, bsize: 64, queue: 55, observed: 1647, best-error: 12.618923987537178 worst-error: 12.639615910926066 SearchModels iteration 24> population: 16, bsize: 64, queue: 59, observed: 1706, best-error: 12.618923987537178 worst-error: 12.634850613020197 SearchModels iteration 25> population: 16, bsize: 64, queue: 59, observed: 1765, best-error: 12.618923987537178 worst-error: 12.630912192810028 SearchModels iteration 26> population: 16, bsize: 64, queue: 55, observed: 1820, best-error: 12.618923987537178 worst-error: 12.627747030275696 SearchModels iteration 27> population: 16, bsize: 64, queue: 63, observed: 1883, best-error: 12.598555943645945 worst-error: 12.624519244190058 SearchModels iteration 28> population: 16, bsize: 64, queue: 55, observed: 1938, best-error: 12.598555943645945 worst-error: 12.620964051536816 SearchModels iteration 29> population: 16, bsize: 64, queue: 59, observed: 1997, best-error: 12.585813207427982 worst-error: 12.613810836391895 SearchModels iteration 30> population: 16, bsize: 64, queue: 61, observed: 2058, best-error: 12.585813207427982 worst-error: 12.607627476280413 SearchModels iteration 31> population: 16, bsize: 64, queue: 57, observed: 2115, best-error: 12.585813207427982 worst-error: 12.60209163914576 SearchModels iteration 32> population: 16, bsize: 64, queue: 61, observed: 2176, best-error: 12.58255811568639 worst-error: 12.595819104583363 SearchModels iteration 33> population: 16, bsize: 64, queue: 60, observed: 2236, best-error: 12.58255811568639 worst-error: 12.589883144069473 SearchModels iteration 34> population: 16, bsize: 64, queue: 56, observed: 2292, best-error: 12.556837400737056 worst-error: 12.586876587046632 SearchModels iteration 35> population: 16, bsize: 64, queue: 58, observed: 2350, best-error: 12.556837400737056 worst-error: 12.584354812478319 SearchModels iteration 36> population: 16, bsize: 64, queue: 58, observed: 2408, best-error: 12.55514325747313 worst-error: 12.570923968719693 SearchModels iteration 37> population: 16, bsize: 64, queue: 60, observed: 2468, best-error: 12.55514325747313 worst-error: 12.56759447999603 SearchModels iteration 38> population: 16, bsize: 64, queue: 59, observed: 2527, best-error: 12.549438383899798 worst-error: 12.562587594597659 SearchModels iteration 39> population: 16, bsize: 64, queue: 60, observed: 2587, best-error: 12.549438383899798 worst-error: 12.55973459659355 SearchModels iteration 40> population: 16, bsize: 64, queue: 56, observed: 2643, best-error: 12.543463711598065 worst-error: 12.555822474519223 SearchModels iteration 41> population: 16, bsize: 64, queue: 56, observed: 2699, best-error: 12.52946499263865 worst-error: 12.552399074425816 SearchModels iteration 42> population: 16, bsize: 64, queue: 57, observed: 2756, best-error: 12.52946499263865 worst-error: 12.54855006867154 SearchModels iteration 43> population: 16, bsize: 64, queue: 55, observed: 2811, best-error: 12.519115800691393 worst-error: 12.544725643844513 SearchModels iteration 44> population: 16, bsize: 64, queue: 60, observed: 2871, best-error: 12.519115800691393 worst-error: 12.537811365254987 SearchModels iteration 45> population: 16, bsize: 64, queue: 57, observed: 2928, best-error: 12.516270659371195 worst-error: 12.528873906233896 SearchModels iteration 46> population: 16, bsize: 64, queue: 60, observed: 2988, best-error: 12.515899493962303 worst-error: 12.525015231977523 SearchModels iteration 47> population: 16, bsize: 64, queue: 57, observed: 3045, best-error: 12.510102245120768 worst-error: 12.520018477353734 SearchModels iteration 48> population: 16, bsize: 64, queue: 61, observed: 3106, best-error: 12.509395829714725 worst-error: 12.51612807236124 SearchModels iteration 49> population: 16, bsize: 64, queue: 57, observed: 3163, best-error: 12.49989059936321 worst-error: 12.513124531911972 SearchModels iteration 50> population: 16, bsize: 64, queue: 59, observed: 3222, best-error: 12.49989059936321 worst-error: 12.510644889329873 SearchModels iteration 51> population: 16, bsize: 64, queue: 58, observed: 3280, best-error: 12.481478528441244 worst-error: 12.507378986972151 SearchModels iteration 52> population: 16, bsize: 64, queue: 60, observed: 3340, best-error: 12.481478528441244 worst-error: 12.49105955784399 SearchModels iteration 53> population: 16, bsize: 64, queue: 60, observed: 3400, best-error: 12.473907009966224 worst-error: 12.485584250562656 SearchModels iteration 54> population: 16, bsize: 64, queue: 59, observed: 3459, best-error: 12.473907009966224 worst-error: 12.482903937767388 SearchModels iteration 55> population: 16, bsize: 64, queue: 60, observed: 3519, best-error: 12.470270081794398 worst-error: 12.47966354332174 SearchModels iteration 56> population: 16, bsize: 64, queue: 61, observed: 3580, best-error: 12.469862533457363 worst-error: 12.476965353177388 SearchModels iteration 57> population: 16, bsize: 64, queue: 57, observed: 3637, best-error: 12.456721724103469 worst-error: 12.47258260758086 SearchModels iteration 58> population: 16, bsize: 64, queue: 57, observed: 3694, best-error: 12.456721724103469 worst-error: 12.468309888436536 SearchModels iteration 59> population: 16, bsize: 64, queue: 57, observed: 3751, best-error: 12.456721724103469 worst-error: 12.464408717482579 SearchModels iteration 60> population: 16, bsize: 64, queue: 62, observed: 3813, best-error: 12.448154957379003 worst-error: 12.461224263447876 SearchModels iteration 61> population: 16, bsize: 64, queue: 59, observed: 3872, best-error: 12.440325575461081 worst-error: 12.457980387427797 SearchModels iteration 62> population: 16, bsize: 64, queue: 61, observed: 3933, best-error: 12.440325575461081 worst-error: 12.453225453489422 SearchModels iteration 63> population: 16, bsize: 64, queue: 61, observed: 3994, best-error: 12.440325575461081 worst-error: 12.447887239285096 SearchModels iteration 64> population: 16, bsize: 64, queue: 62, observed: 4056, best-error: 12.438366938967333 worst-error: 12.444804280099795 SearchModels iteration 65> population: 16, bsize: 64, queue: 58, observed: 4114, best-error: 12.428219650331377 worst-error: 12.442731860306125 SearchModels iteration 66> population: 16, bsize: 64, queue: 60, observed: 4174, best-error: 12.428219650331377 worst-error: 12.438366938967333 SearchModels iteration 67> population: 16, bsize: 64, queue: 57, observed: 4231, best-error: 12.425646447596046 worst-error: 12.43523643668497 SearchModels iteration 68> population: 16, bsize: 64, queue: 57, observed: 4288, best-error: 12.425646447596046 worst-error: 12.431930619994704 SearchModels iteration 69> population: 16, bsize: 64, queue: 58, observed: 4346, best-error: 12.422333871865135 worst-error: 12.429851187692682 SearchModels iteration 70> population: 16, bsize: 64, queue: 60, observed: 4406, best-error: 12.422333871865135 worst-error: 12.428277624871178 SearchModels iteration 71> population: 16, bsize: 64, queue: 60, observed: 4466, best-error: 12.416117261759847 worst-error: 12.426033088165445 SearchModels iteration 72> population: 16, bsize: 64, queue: 60, observed: 4526, best-error: 12.416117261759847 worst-error: 12.424130062641735 SearchModels iteration 73> population: 16, bsize: 64, queue: 58, observed: 4584, best-error: 12.409005252099476 worst-error: 12.42032315029356 SearchModels iteration 74> population: 16, bsize: 64, queue: 61, observed: 4645, best-error: 12.409005252099476 worst-error: 12.418334287883821 SearchModels iteration 75> population: 16, bsize: 64, queue: 58, observed: 4703, best-error: 12.409005252099476 worst-error: 12.41581786996423 SearchModels iteration 76> population: 16, bsize: 64, queue: 57, observed: 4760, best-error: 12.405803545303076 worst-error: 12.413805719776223 SearchModels iteration 77> population: 16, bsize: 64, queue: 58, observed: 4818, best-error: 12.404571895492309 worst-error: 12.411159297661882 SearchModels iteration 78> population: 16, bsize: 64, queue: 59, observed: 4877, best-error: 12.403173831033778 worst-error: 12.408637307709267 SearchModels iteration 79> population: 16, bsize: 64, queue: 60, observed: 4937, best-error: 12.400469570782601 worst-error: 12.406885318214673 SearchModels iteration 80> population: 16, bsize: 64, queue: 61, observed: 4998, best-error: 12.395180428473338 worst-error: 12.404485328003183 SearchModels iteration 81> population: 16, bsize: 64, queue: 60, observed: 5058, best-error: 12.395180428473338 worst-error: 12.401818135064975 SearchModels iteration 82> population: 16, bsize: 64, queue: 59, observed: 5117, best-error: 12.389205976362852 worst-error: 12.399785708611505 SearchModels iteration 83> population: 16, bsize: 64, queue: 55, observed: 5172, best-error: 12.389205976362852 worst-error: 12.397586726030246 SearchModels iteration 84> population: 16, bsize: 64, queue: 58, observed: 5230, best-error: 12.387045138012393 worst-error: 12.395741144801082 SearchModels iteration 85> population: 16, bsize: 64, queue: 58, observed: 5288, best-error: 12.387045138012393 worst-error: 12.39334008697759 SearchModels iteration 86> population: 16, bsize: 64, queue: 60, observed: 5348, best-error: 12.382633410084363 worst-error: 12.39049095241218 SearchModels iteration 87> population: 16, bsize: 64, queue: 61, observed: 5409, best-error: 12.382633410084363 worst-error: 12.388460396451528 SearchModels iteration 88> population: 16, bsize: 64, queue: 58, observed: 5467, best-error: 12.380757631555696 worst-error: 12.385946898745594 SearchModels iteration 89> population: 16, bsize: 64, queue: 58, observed: 5525, best-error: 12.380757631555696 worst-error: 12.384198751055152 SearchModels iteration 90> population: 16, bsize: 64, queue: 59, observed: 5584, best-error: 12.377872991763848 worst-error: 12.382951628256171 SearchModels iteration 91> population: 16, bsize: 64, queue: 57, observed: 5641, best-error: 12.377872991763848 worst-error: 12.381925992136624 SearchModels iteration 92> population: 16, bsize: 64, queue: 55, observed: 5696, best-error: 12.373271343917754 worst-error: 12.379964876953478 SearchModels iteration 93> population: 16, bsize: 64, queue: 56, observed: 5752, best-error: 12.369304952182821 worst-error: 12.378008201530438 SearchModels iteration 94> population: 16, bsize: 64, queue: 58, observed: 5810, best-error: 12.369304952182821 worst-error: 12.37596731604756 SearchModels iteration 95> population: 16, bsize: 64, queue: 57, observed: 5867, best-error: 12.369304952182821 worst-error: 12.373457804342978 SearchModels iteration 96> population: 16, bsize: 64, queue: 55, observed: 5922, best-error: 12.369304952182821 worst-error: 12.371536533857507 SearchModels iteration 97> population: 16, bsize: 64, queue: 56, observed: 5978, best-error: 12.364571797660052 worst-error: 12.370390403764107 SearchModels iteration 98> population: 16, bsize: 64, queue: 58, observed: 6036, best-error: 12.364571797660052 worst-error: 12.367473773564473 SearchModels iteration 99> population: 16, bsize: 64, queue: 57, observed: 6093, best-error: 12.364571797660052 worst-error: 12.36603834252959 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.21805983475767132, 0.47982980108377504, 0.9916875067974262, 0.03268587715199234, 0.9467312746993213] 1 => ([-0.14781200169127173, -0.0810500672209581, 0.7655799198273701, 0.04056022894705148, 0.9499373554456362] => 12.364571797660052) 2 => ([-0.1476195381474029, -0.08116094319051997, 0.7655799198273701, 0.04056022894705148, 0.9499373554456362] => 12.364643929811574) 3 => ([-0.14742707460353405, -0.08126335687153957, 0.7655799198273701, 0.04056022894705148, 0.9499373554456362] => 12.364669142460743) 4 => ([-0.14742707460353405, -0.08127181916008185, 0.7655799198273701, 0.04056022894705148, 0.9499373554456362] => 12.364716963808942) 5 => ([-0.14704214751579636, -0.08147664652212104, 0.7655799198273701, 0.04056022894705148, 0.9499373554456362] => 12.364769846759588) 6 => ([-0.14704214751579636, -0.0814809109824888, 0.7655799198273701, 0.04056022894705148, 0.9499373554456362] => 12.364794006348138) 7 => ([-0.14684968397192752, -0.08159178695205069, 0.7655799198273701, 0.04056022894705148, 0.9499373554456362] => 12.36486965136533) 8 => ([-0.14734924662953475, -0.08134419255282421, 0.765579919827367, 0.04056022885419917, 0.9499373554456363] => 12.364902485307939) 9 => ([-0.14747691095259474, -0.08128538935882876, 0.7655799198273707, 0.040560228977184594, 0.9499373554456361] => 12.364936888180035) 10 => ([-0.14715678308566593, -0.08145506852238607, 0.765579919827367, 0.04056022885419917, 0.9499373554456363] => 12.36497699146498) 11 => ([-0.1471698785541205, -0.08144956160046121, 0.7655799198273718, 0.0405602290037439, 0.9499373554456361] => 12.364983434897196) 12 => ([-0.1472844474087259, -0.08139626532839064, 0.7655799198273707, 0.040560228977184594, 0.9499373554456361] => 12.365010906136028) 13 => ([-0.14696431954179706, -0.08156171334767681, 0.765579919827367, 0.04056022885419917, 0.9499373554456363] => 12.365028404393808) 14 => ([-0.146272293340321, -0.08191175474401952, 0.7655799198273701, 0.04056022894705148, 0.9499373554456362] => 12.36502989922769) 15 => ([-0.14729760959244467, -0.0814224766788014, 0.7655799198273736, 0.04056022906043631, 0.9499373554456361] => 12.365197105073678) Test Summary: | Total Time SearchModels.jl | 0 5.1s ===== RoseParams without inspect_population SearchModels> search params iter=0, initialpopulation=1000, maxpopulation=16, bsize=32, mutbsize=100, crossbsize=100 SearchModels iteration 1> population: 16, bsize: 32, queue: 161, observed: 1134, best-error: 0.3200000000000003 worst-error: 13.000000000000007 SearchModels iteration 2> population: 16, bsize: 32, queue: 160, observed: 1294, best-error: 0.30312500000000003 worst-error: 1.4500000000000002 SearchModels iteration 3> population: 16, bsize: 32, queue: 162, observed: 1456, best-error: 0.19812500000000083 worst-error: 0.5199999999999979 SearchModels iteration 4> population: 16, bsize: 32, queue: 159, observed: 1615, best-error: 0.14316406249999966 worst-error: 0.32000000000000195 SearchModels iteration 5> population: 16, bsize: 32, queue: 170, observed: 1785, best-error: 0.14160156250000003 worst-error: 0.25878906249999994 SearchModels iteration 6> population: 16, bsize: 32, queue: 176, observed: 1961, best-error: 0.12312500000000012 worst-error: 0.18246337890625117 SearchModels iteration 7> population: 16, bsize: 32, queue: 170, observed: 2131, best-error: 0.12312500000000012 worst-error: 0.1556422424316409 SearchModels iteration 8> population: 16, bsize: 32, queue: 169, observed: 2300, best-error: 0.12312500000000012 worst-error: 0.14316406249999966 SearchModels iteration 9> population: 16, bsize: 32, queue: 179, observed: 2479, best-error: 0.12312500000000012 worst-error: 0.13714493811130513 SearchModels iteration 10> population: 16, bsize: 32, queue: 186, observed: 2665, best-error: 0.12251038551330592 worst-error: 0.13279750071698862 SearchModels iteration 11> population: 16, bsize: 32, queue: 170, observed: 2835, best-error: 0.12251038551330592 worst-error: 0.12953385129803774 SearchModels iteration 12> population: 16, bsize: 32, queue: 161, observed: 2996, best-error: 0.12251038551330592 worst-error: 0.12525586549192674 SearchModels iteration 13> population: 16, bsize: 32, queue: 168, observed: 3164, best-error: 0.12244470665232235 worst-error: 0.12363494932651517 SearchModels iteration 14> population: 16, bsize: 32, queue: 166, observed: 3330, best-error: 0.12184143820435636 worst-error: 0.12278387412443406 SearchModels iteration 15> population: 16, bsize: 32, queue: 167, observed: 3497, best-error: 0.12177616019034758 worst-error: 0.12227483749383339 SearchModels iteration 16> population: 16, bsize: 32, queue: 154, observed: 3651, best-error: 0.12177616019034758 worst-error: 0.12202548524022928 SearchModels iteration 17> population: 16, bsize: 32, queue: 142, observed: 3793, best-error: 0.12177616019034758 worst-error: 0.12187838463011755 SearchModels iteration 18> population: 16, bsize: 32, queue: 137, observed: 3930, best-error: 0.12176666755403004 worst-error: 0.12182481871483042 SearchModels iteration 19> population: 16, bsize: 32, queue: 124, observed: 4054, best-error: 0.12176611012516739 worst-error: 0.12178273871957772 SearchModels iteration 20> population: 16, bsize: 32, queue: 93, observed: 4147, best-error: 0.12176606736626348 worst-error: 0.12176816063487338 SearchModels iteration 21> population: 16, bsize: 32, queue: 90, observed: 4237, best-error: 0.12176606736626348 worst-error: 0.12176625752697791 SearchModels iteration 22> population: 16, bsize: 32, queue: 71, observed: 4308, best-error: 0.12176606513300589 worst-error: 0.12176608139484878 SearchModels> stop by convergence error=(1.3487119674682615, 1.8203125) => 0.12176606690446241, iter=23 (of 300) 1 => ((1.3487104415893554, 1.8203125) => 0.12176606511785662) 2 => ((1.348710250854492, 1.8203125) => 0.12176606513300589) 3 => ((1.3487106323242186, 1.8203125) => 0.12176606515570172) 4 => ((1.3487100601196285, 1.8203125) => 0.12176606520114955) 5 => ((1.3487108230590819, 1.8203125) => 0.12176606524654127) 6 => ((1.3487098693847654, 1.8203125) => 0.12176606532228756) 7 => ((1.3487110137939453, 1.8203125) => 0.12176606539037521) 8 => ((1.348711013793945, 1.8203125) => 0.12176606539037522) 9 => ((1.3487112045288083, 1.8203125) => 0.12176606558720364) 10 => ((1.348709487915039, 1.8203125) => 0.12176606572354659) 11 => ((1.3487113952636718, 1.8203125) => 0.12176606583702654) 12 => ((1.3487092971801755, 1.8203125) => 0.12176606600366749) 13 => ((1.3487091064453123, 1.8203125) => 0.12176606633678269) 14 => ((1.3487117767333983, 1.8203125) => 0.1217660664956559) 15 => ((1.348708915710449, 1.8203125) => 0.12176606672289209) ===== 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: 176, observed: 1152, best-error: 0.32000000000000195 worst-error: 10.600000000000001 SearchModels iteration 2> population: 16, bsize: 32, queue: 169, observed: 1321, best-error: 0.19812499999999805 worst-error: 1.700000000000007 SearchModels iteration 3> population: 16, bsize: 32, queue: 172, observed: 1493, best-error: 0.19812499999999805 worst-error: 0.7231249999999951 SearchModels iteration 4> population: 16, bsize: 32, queue: 168, observed: 1661, best-error: 0.16062500000000002 worst-error: 0.2822265625000019 SearchModels iteration 5> population: 16, bsize: 32, queue: 168, observed: 1829, best-error: 0.16062500000000002 worst-error: 0.19791519165039084 SearchModels iteration 6> population: 16, bsize: 32, queue: 170, observed: 1999, best-error: 0.15785767555236818 worst-error: 0.17325303077697746 SearchModels iteration 7> population: 16, bsize: 32, queue: 164, observed: 2163, best-error: 0.15440589010715486 worst-error: 0.16127182960510317 SearchModels iteration 8> population: 16, bsize: 32, queue: 175, observed: 2338, best-error: 0.1542800337076187 worst-error: 0.1572348505258559 SearchModels iteration 9> population: 16, bsize: 32, queue: 160, observed: 2498, best-error: 0.15375143110752088 worst-error: 0.15548282448435197 SearchModels iteration 10> population: 16, bsize: 32, queue: 153, observed: 2651, best-error: 0.15115122560411687 worst-error: 0.15402632772922498 SearchModels iteration 11> population: 16, bsize: 32, queue: 167, observed: 2818, best-error: 0.15115122560411687 worst-error: 0.15254640452796592 SearchModels iteration 12> population: 16, bsize: 32, queue: 156, observed: 2974, best-error: 0.15101241830736398 worst-error: 0.15164956512409863 SearchModels iteration 13> population: 16, bsize: 32, queue: 158, observed: 3132, best-error: 0.15101241830736398 worst-error: 0.1512862292061709 SearchModels iteration 14> population: 16, bsize: 32, queue: 121, observed: 3253, best-error: 0.15101241830736398 worst-error: 0.15111371089005843 SearchModels iteration 15> population: 16, bsize: 32, queue: 131, observed: 3384, best-error: 0.15100985364902048 worst-error: 0.15105220845954198 SearchModels iteration 16> population: 16, bsize: 32, queue: 130, observed: 3514, best-error: 0.15100985364902048 worst-error: 0.15103101191376542 SearchModels iteration 17> population: 16, bsize: 32, queue: 131, observed: 3645, best-error: 0.15100911489118352 worst-error: 0.15101934217074647 SearchModels iteration 18> population: 16, bsize: 32, queue: 116, observed: 3761, best-error: 0.151009090508023 worst-error: 0.1510125525509008 SearchModels iteration 19> population: 16, bsize: 32, queue: 101, observed: 3862, best-error: 0.1510090739505881 worst-error: 0.15100973170291318 SearchModels iteration 20> population: 16, bsize: 32, queue: 93, observed: 3955, best-error: 0.1510090726995361 worst-error: 0.15100914065872578 SearchModels> stop by convergence error=(1.3883514404296875, 1.92890625) => 0.15100908723358467, iter=21 (of 300) 1 => ((1.3883468627929687, 1.92890625) => 0.1510090726995361) 2 => ((1.3883468627929685, 1.92890625) => 0.1510090726995361) 3 => ((1.3883476257324219, 1.92890625) => 0.15100907287585946) 4 => ((1.3883460998535155, 1.92890625) => 0.15100907342161643) 5 => ((1.388348388671875, 1.92890625) => 0.15100907395058807) 6 => ((1.3883483886718748, 1.92890625) => 0.1510090739505881) 7 => ((1.3883453369140626, 1.92890625) => 0.15100907504209907) 8 => ((1.3883453369140624, 1.92890625) => 0.1510090750420991) 9 => ((1.3883491516113282, 1.92890625) => 0.1510090759237235) 10 => ((1.3883445739746092, 1.92890625) => 0.15100907756098256) 11 => ((1.3883499145507812, 1.92890625) => 0.15100907879526704) 12 => ((1.3883438110351562, 1.92890625) => 0.15100908097826535) 13 => ((1.3883506774902343, 1.92890625) => 0.15100908256522022) 14 => ((1.3883506774902346, 1.92890625) => 0.1510090825652203) 15 => ((1.388343048095703, 1.92890625) => 0.15100908529394602) Test Summary: | Total Time SearchModels.jl | 0 2.0s Testing SearchModels tests passed Testing completed after 10.88s PkgEval succeeded after 43.26s