Package evaluation of SearchModels on Julia 1.13.0-DEV.888 (0e1aa6c7eb*) started at 2025-07-22T14:14:31.890 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.84s ################################################################################ # 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 v4.17.0 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [ffbed154] + DocStringExtensions v0.9.5 [92d709cd] + IrrationalConstants v0.2.4 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [d96e819e] + Parameters v0.12.3 [0e966ebe] + SearchModels v0.4.1 [a2af1166] + SortingAlgorithms v1.2.1 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [3a884ed6] + UnPack v1.0.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [d6f4376e] + Markdown v1.11.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.13.1+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 1.04s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 22.47s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_jN6f0g/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_jN6f0g/Manifest.toml` [34da2185] Compat v4.17.0 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.5 [92d709cd] IrrationalConstants v0.2.4 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.1 [d96e819e] Parameters v0.12.3 [0e966ebe] SearchModels v0.4.1 [a2af1166] SortingAlgorithms v1.2.1 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [3a884ed6] UnPack v1.0.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [fa267f1f] TOML v1.0.3 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [4536629a] OpenBLAS_jll v0.3.29+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.13.1+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... SearchModels> search params iter=0, initialpopulation=300, maxpopulation=16, bsize=64, mutbsize=32, crossbsize=32 SearchModels iteration 1> population: 16, bsize: 64, queue: 54, observed: 354, best-error: 23850.062206900006 worst-error: 1.2529835233744532e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 59, observed: 413, best-error: 20109.008791798384 worst-error: 318858.5391543412 SearchModels iteration 3> population: 16, bsize: 64, queue: 60, observed: 473, best-error: 1386.9981131975603 worst-error: 38394.89774863014 SearchModels iteration 4> population: 16, bsize: 64, queue: 61, observed: 534, best-error: 482.70247612023326 worst-error: 10999.509429743495 SearchModels iteration 5> population: 16, bsize: 64, queue: 58, observed: 592, best-error: 253.93435060122096 worst-error: 2201.960374108365 SearchModels iteration 6> population: 16, bsize: 64, queue: 57, observed: 649, best-error: 172.00352777991557 worst-error: 721.8817213400247 SearchModels iteration 7> population: 16, bsize: 64, queue: 59, observed: 708, best-error: 172.00352777991557 worst-error: 357.18328320705865 SearchModels iteration 8> population: 16, bsize: 64, queue: 57, observed: 765, best-error: 172.00352777991557 worst-error: 229.2963586685073 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 823, best-error: 137.15208275960006 worst-error: 175.9539849078346 SearchModels iteration 10> population: 16, bsize: 64, queue: 61, observed: 884, best-error: 137.15208275960006 worst-error: 166.0298574592757 SearchModels iteration 11> population: 16, bsize: 64, queue: 57, observed: 941, best-error: 137.15208275960006 worst-error: 163.31099144370563 SearchModels iteration 12> population: 16, bsize: 64, queue: 61, observed: 1002, best-error: 137.15208275960006 worst-error: 149.5278700926742 SearchModels iteration 13> population: 16, bsize: 64, queue: 57, observed: 1059, best-error: 137.11502665287503 worst-error: 143.4560434500853 SearchModels iteration 14> population: 16, bsize: 64, queue: 60, observed: 1119, best-error: 131.57848298969944 worst-error: 139.64886701562608 SearchModels iteration 15> population: 16, bsize: 64, queue: 55, observed: 1174, best-error: 131.54882342393265 worst-error: 136.91843368040912 SearchModels iteration 16> population: 16, bsize: 64, queue: 60, observed: 1234, best-error: 127.89038748705258 worst-error: 133.8525378703371 SearchModels iteration 17> population: 16, bsize: 64, queue: 59, observed: 1293, best-error: 127.89038748705258 worst-error: 132.28508030598468 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1352, best-error: 127.89038748705258 worst-error: 130.50313264970018 SearchModels iteration 19> population: 16, bsize: 64, queue: 62, observed: 1414, best-error: 127.89038748705258 worst-error: 129.76813617382544 SearchModels iteration 20> population: 16, bsize: 64, queue: 54, observed: 1468, best-error: 125.65495865013094 worst-error: 128.9109098340139 SearchModels iteration 21> population: 16, bsize: 64, queue: 57, observed: 1525, best-error: 125.3963315748783 worst-error: 128.3387955343164 SearchModels iteration 22> population: 16, bsize: 64, queue: 60, observed: 1585, best-error: 125.3963315748783 worst-error: 127.03790927410745 SearchModels iteration 23> population: 16, bsize: 64, queue: 56, observed: 1641, best-error: 125.11770902560629 worst-error: 126.30271710770697 SearchModels iteration 24> population: 16, bsize: 64, queue: 57, observed: 1698, best-error: 124.35464004651845 worst-error: 125.8100339002088 SearchModels iteration 25> population: 16, bsize: 64, queue: 59, observed: 1757, best-error: 124.35464004651845 worst-error: 125.40534157025449 SearchModels iteration 26> population: 16, bsize: 64, queue: 55, observed: 1812, best-error: 123.76518725572564 worst-error: 124.8889834355656 SearchModels iteration 27> population: 16, bsize: 64, queue: 61, observed: 1873, best-error: 123.76518725572564 worst-error: 124.5466359534639 SearchModels iteration 28> population: 16, bsize: 64, queue: 57, observed: 1930, best-error: 123.47539089205726 worst-error: 124.12976963288024 SearchModels iteration 29> population: 16, bsize: 64, queue: 57, observed: 1987, best-error: 123.4370951228885 worst-error: 123.88239199848117 SearchModels iteration 30> population: 16, bsize: 64, queue: 59, observed: 2046, best-error: 123.29844341236763 worst-error: 123.69008556656402 SearchModels iteration 31> population: 16, bsize: 64, queue: 58, observed: 2104, best-error: 123.19703821612978 worst-error: 123.50864886872785 SearchModels iteration 32> population: 16, bsize: 64, queue: 59, observed: 2163, best-error: 123.0120627479665 worst-error: 123.42814002344069 SearchModels iteration 33> population: 16, bsize: 64, queue: 57, observed: 2220, best-error: 122.92476399006226 worst-error: 123.26832274506398 SearchModels iteration 34> population: 16, bsize: 64, queue: 58, observed: 2278, best-error: 122.79561381607895 worst-error: 123.07809311731565 SearchModels iteration 35> population: 16, bsize: 64, queue: 61, observed: 2339, best-error: 122.67809276505803 worst-error: 122.97328837950151 SearchModels iteration 36> population: 16, bsize: 64, queue: 63, observed: 2402, best-error: 122.67809276505803 worst-error: 122.83922788557182 SearchModels iteration 37> population: 16, bsize: 64, queue: 56, observed: 2458, best-error: 122.5400063879375 worst-error: 122.76300192786394 SearchModels iteration 38> population: 16, bsize: 64, queue: 58, observed: 2516, best-error: 122.5400063879375 worst-error: 122.71482982501942 SearchModels iteration 39> population: 16, bsize: 64, queue: 57, observed: 2573, best-error: 122.5400063879375 worst-error: 122.66527401510197 SearchModels iteration 40> population: 16, bsize: 64, queue: 59, observed: 2632, best-error: 122.53155412680326 worst-error: 122.62723349540069 SearchModels iteration 41> population: 16, bsize: 64, queue: 61, observed: 2693, best-error: 122.52746088279554 worst-error: 122.58689220891122 SearchModels iteration 42> population: 16, bsize: 64, queue: 60, observed: 2753, best-error: 122.48816627301433 worst-error: 122.55764921870826 SearchModels iteration 43> population: 16, bsize: 64, queue: 57, observed: 2810, best-error: 122.48816627301433 worst-error: 122.53300827050025 SearchModels iteration 44> population: 16, bsize: 64, queue: 56, observed: 2866, best-error: 122.48816627301433 worst-error: 122.5110029252154 SearchModels iteration 45> population: 16, bsize: 64, queue: 60, observed: 2926, best-error: 122.48816627301433 worst-error: 122.49944991019768 SearchModels iteration 46> population: 16, bsize: 64, queue: 56, observed: 2982, best-error: 122.48816627301433 worst-error: 122.49611247822918 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3040, best-error: 122.48763916256972 worst-error: 122.49334486902772 SearchModels iteration 48> population: 16, bsize: 64, queue: 56, observed: 3096, best-error: 122.48071124888573 worst-error: 122.49071363610295 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3154, best-error: 122.47507498531338 worst-error: 122.48876039719288 SearchModels iteration 50> population: 16, bsize: 64, queue: 59, observed: 3213, best-error: 122.47392307271261 worst-error: 122.48524090169262 SearchModels iteration 51> population: 16, bsize: 64, queue: 55, observed: 3268, best-error: 122.47025974442822 worst-error: 122.48106255491163 SearchModels iteration 52> population: 16, bsize: 64, queue: 57, observed: 3325, best-error: 122.47025974442822 worst-error: 122.47697810526486 SearchModels iteration 53> population: 16, bsize: 64, queue: 60, observed: 3385, best-error: 122.47025974442822 worst-error: 122.47444043352634 SearchModels iteration 54> population: 16, bsize: 64, queue: 59, observed: 3444, best-error: 122.07991866772802 worst-error: 122.47229826119519 SearchModels iteration 55> population: 16, bsize: 64, queue: 57, observed: 3501, best-error: 122.06856732065437 worst-error: 122.17791161247811 SearchModels iteration 56> population: 16, bsize: 64, queue: 62, observed: 3563, best-error: 122.05689943095157 worst-error: 122.07829574089277 SearchModels iteration 57> population: 16, bsize: 64, queue: 58, observed: 3621, best-error: 122.05689943095157 worst-error: 122.07201403424142 SearchModels iteration 58> population: 16, bsize: 64, queue: 58, observed: 3679, best-error: 122.0491890121867 worst-error: 122.06705210298429 SearchModels iteration 59> population: 16, bsize: 64, queue: 61, observed: 3740, best-error: 122.0427888040481 worst-error: 122.05913737774068 SearchModels iteration 60> population: 16, bsize: 64, queue: 55, observed: 3795, best-error: 122.0427888040481 worst-error: 122.0534277017076 SearchModels iteration 61> population: 16, bsize: 64, queue: 56, observed: 3851, best-error: 122.0427888040481 worst-error: 122.05035921062142 SearchModels iteration 62> population: 16, bsize: 64, queue: 61, observed: 3912, best-error: 122.0427888040481 worst-error: 122.04638374725188 SearchModels iteration 63> population: 16, bsize: 64, queue: 60, observed: 3972, best-error: 122.03153577701312 worst-error: 122.04495628433584 SearchModels iteration 64> population: 16, bsize: 64, queue: 56, observed: 4028, best-error: 122.02926040045634 worst-error: 122.04347640411038 SearchModels iteration 65> population: 16, bsize: 64, queue: 59, observed: 4087, best-error: 122.01508827413988 worst-error: 122.036247950702 SearchModels iteration 66> population: 16, bsize: 64, queue: 60, observed: 4147, best-error: 122.01508827413988 worst-error: 122.03131848860329 SearchModels iteration 67> population: 16, bsize: 64, queue: 60, observed: 4207, best-error: 122.00419689656133 worst-error: 122.0243340089708 SearchModels iteration 68> population: 16, bsize: 64, queue: 62, observed: 4269, best-error: 122.00419689656133 worst-error: 122.01963358626962 SearchModels iteration 69> population: 16, bsize: 64, queue: 55, observed: 4324, best-error: 122.00419689656133 worst-error: 122.01395467807107 SearchModels iteration 70> population: 16, bsize: 64, queue: 59, observed: 4383, best-error: 121.99593675424654 worst-error: 122.0094494858896 SearchModels iteration 71> population: 16, bsize: 64, queue: 54, observed: 4437, best-error: 121.99593675424654 worst-error: 122.0055712341399 SearchModels iteration 72> population: 16, bsize: 64, queue: 61, observed: 4498, best-error: 121.98994311108285 worst-error: 122.00064341214755 SearchModels iteration 73> population: 16, bsize: 64, queue: 58, observed: 4556, best-error: 121.98994311108285 worst-error: 121.9974773042701 SearchModels iteration 74> population: 16, bsize: 64, queue: 59, observed: 4615, best-error: 121.98994311108285 worst-error: 121.99533879959918 SearchModels iteration 75> population: 16, bsize: 64, queue: 59, observed: 4674, best-error: 121.9780625703966 worst-error: 121.99278061557513 SearchModels iteration 76> population: 16, bsize: 64, queue: 56, observed: 4730, best-error: 121.9780625703966 worst-error: 121.98998709386439 SearchModels iteration 77> population: 16, bsize: 64, queue: 61, observed: 4791, best-error: 121.9780625703966 worst-error: 121.98498955666534 SearchModels iteration 78> population: 16, bsize: 64, queue: 62, observed: 4853, best-error: 121.97457951643352 worst-error: 121.98233470923648 SearchModels iteration 79> population: 16, bsize: 64, queue: 57, observed: 4910, best-error: 121.96668730865554 worst-error: 121.98092348848938 SearchModels iteration 80> population: 16, bsize: 64, queue: 60, observed: 4970, best-error: 121.9601492567261 worst-error: 121.97471960045938 SearchModels iteration 81> population: 16, bsize: 64, queue: 60, observed: 5030, best-error: 121.9586241089454 worst-error: 121.96822491599623 SearchModels iteration 82> population: 16, bsize: 64, queue: 56, observed: 5086, best-error: 121.95572073557229 worst-error: 121.96275106347902 SearchModels iteration 83> population: 16, bsize: 64, queue: 59, observed: 5145, best-error: 121.94825351519835 worst-error: 121.95915224518713 SearchModels iteration 84> population: 16, bsize: 64, queue: 59, observed: 5204, best-error: 121.94161340110716 worst-error: 121.95139648178117 SearchModels iteration 85> population: 16, bsize: 64, queue: 61, observed: 5265, best-error: 121.94161340110716 worst-error: 121.94740149216399 SearchModels iteration 86> population: 16, bsize: 64, queue: 60, observed: 5325, best-error: 121.93173015275961 worst-error: 121.94320631965492 SearchModels iteration 87> population: 16, bsize: 64, queue: 55, observed: 5380, best-error: 121.93173015275961 worst-error: 121.94049367769485 SearchModels iteration 88> population: 16, bsize: 64, queue: 59, observed: 5439, best-error: 121.9246727429348 worst-error: 121.93520206320177 SearchModels iteration 89> population: 16, bsize: 64, queue: 60, observed: 5499, best-error: 121.91499854195732 worst-error: 121.93182401363634 SearchModels iteration 90> population: 16, bsize: 64, queue: 57, observed: 5556, best-error: 121.91227307415582 worst-error: 121.9246727429348 SearchModels iteration 91> population: 16, bsize: 64, queue: 57, observed: 5613, best-error: 121.91227307415582 worst-error: 121.92091424208868 SearchModels iteration 92> population: 16, bsize: 64, queue: 61, observed: 5674, best-error: 121.9029187676032 worst-error: 121.91663964839816 SearchModels iteration 93> population: 16, bsize: 64, queue: 61, observed: 5735, best-error: 121.89424808718063 worst-error: 121.91356728833924 SearchModels iteration 94> population: 16, bsize: 64, queue: 57, observed: 5792, best-error: 121.89424808718063 worst-error: 121.90641132722006 SearchModels iteration 95> population: 16, bsize: 64, queue: 58, observed: 5850, best-error: 121.89424808718063 worst-error: 121.90258368621717 SearchModels iteration 96> population: 16, bsize: 64, queue: 58, observed: 5908, best-error: 121.89424808718063 worst-error: 121.89981396827754 SearchModels iteration 97> population: 16, bsize: 64, queue: 61, observed: 5969, best-error: 121.89073561242495 worst-error: 121.89680457308226 SearchModels iteration 98> population: 16, bsize: 64, queue: 55, observed: 6024, best-error: 121.88126017466844 worst-error: 121.89377865741989 SearchModels iteration 99> population: 16, bsize: 64, queue: 61, observed: 6085, best-error: 121.8807701742142 worst-error: 121.88909791706004 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.2520530343446964, 0.7807884519972913, 0.630101820680128, 0.1669440420615952, 0.34024917462867865] 1 => ([0.042370835794775616, 0.16734928923113424, -0.173082269242501, 0.1758612175215667, 0.3514323661064751] => 121.86880364222861) 2 => ([0.041951322569084765, 0.16734928923113424, -0.173082269242501, 0.1758612175215667, 0.3514323661064751] => 121.8725249164518) 3 => ([0.042581422735211205, 0.16590876106610147, -0.17308025860205287, 0.17586121752141362, 0.35143236610642625] => 121.87409447117369) 4 => ([0.0409535902467789, 0.1680685467811294, -0.1729767958811162, 0.17586121752162792, 0.3514323661064947] => 121.87790629884526) 5 => ([0.0416801129262121, 0.16633699514601494, -0.17291833706233284, 0.17586121752144424, 0.351432366106436] => 121.8800535958271) 6 => ([0.041951322569084765, 0.16569236557538042, -0.173082269242501, 0.1758612175215667, 0.3514323661064751] => 121.8807701742142) 7 => ([0.04224904654801541, 0.16519935587096635, -0.17281652646528717, 0.17586121752144424, 0.351432366106436] => 121.88085750297019) 8 => ([0.042546770526946054, 0.16470634616655228, -0.17255078368807336, 0.17586121752132178, 0.3514323661063969] => 121.88126017466844) 9 => ([0.04136312614924669, 0.16640450176349444, -0.1729767958811162, 0.17586121752162792, 0.3514323661064947] => 121.88247611986142) 10 => ([0.0416878969989513, 0.16598207280206398, -0.17387818795423815, 0.17586121752162792, 0.3514323661064947] => 121.88268935085037) 11 => ([0.042163197935595295, 0.1648639037475035, -0.173082269242501, 0.1758612175215667, 0.3514323661064751] => 121.883082648925) 12 => ([0.04246092191452594, 0.16437089404308944, -0.17281652646528717, 0.17586121752144424, 0.351432366106436] => 121.8832013966095) 13 => ([0.042055573529696445, 0.1649792328204137, -0.17308126392227693, 0.17586121752149014, 0.3514323661064507] => 121.88345136169096) 14 => ([0.04203148515052856, 0.1650087573608453, -0.1734802285983696, 0.1758612175215973, 0.3514323661064849] => 121.88370107134767) 15 => ([0.04186909972567626, 0.1652199718415605, -0.17302953256180859, 0.1758612175215973, 0.3514323661064849] => 121.88390740238782) Test Summary: | Total Time SearchModels.jl | 0 5.7s ===== 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: 165, observed: 1134, best-error: 0.0 worst-error: 25.12000000000002 SearchModels iteration 2> population: 16, bsize: 32, queue: 155, observed: 1289, best-error: 0.0 worst-error: 3.9999999999999982 SearchModels iteration 3> population: 16, bsize: 32, queue: 169, observed: 1458, best-error: 0.0 worst-error: 0.4781250000000004 SearchModels iteration 4> population: 16, bsize: 32, queue: 177, observed: 1635, best-error: 0.0 worst-error: 0.08562500000000044 SearchModels iteration 5> population: 16, bsize: 32, queue: 181, observed: 1816, best-error: 0.0 worst-error: 0.023269195556640674 SearchModels iteration 6> population: 16, bsize: 32, queue: 165, observed: 1981, best-error: 0.0 worst-error: 0.004116363525390527 SearchModels iteration 7> population: 16, bsize: 32, queue: 182, observed: 2163, best-error: 0.0 worst-error: 0.001408691406249989 SearchModels iteration 8> population: 16, bsize: 32, queue: 181, observed: 2344, best-error: 0.0 worst-error: 0.0004981994628906557 SearchModels iteration 9> population: 16, bsize: 32, queue: 168, observed: 2512, best-error: 0.0 worst-error: 0.0002217078581452288 SearchModels iteration 10> population: 16, bsize: 32, queue: 176, observed: 2688, best-error: 0.0 worst-error: 9.032316738740158e-5 SearchModels iteration 11> population: 16, bsize: 32, queue: 177, observed: 2865, best-error: 0.0 worst-error: 4.493694068513641e-5 SearchModels iteration 12> population: 16, bsize: 32, queue: 170, observed: 3035, best-error: 0.0 worst-error: 1.9505624496221466e-5 SearchModels iteration 13> population: 16, bsize: 32, queue: 183, observed: 3218, best-error: 0.0 worst-error: 8.287965064293821e-6 SearchModels iteration 14> population: 16, bsize: 32, queue: 172, observed: 3390, best-error: 0.0 worst-error: 4.346867251037525e-6 SearchModels iteration 15> population: 16, bsize: 32, queue: 170, observed: 3560, best-error: 0.0 worst-error: 1.8049338834959239e-6 SearchModels iteration 16> population: 16, bsize: 32, queue: 175, observed: 3735, best-error: 0.0 worst-error: 5.491059017458896e-7 SearchModels iteration 17> population: 16, bsize: 32, queue: 180, observed: 3915, best-error: 0.0 worst-error: 2.3523926204563406e-7 SearchModels iteration 18> population: 16, bsize: 32, queue: 178, observed: 4093, best-error: 0.0 worst-error: 1.1602949589886711e-7 SearchModels> stop by convergence error=(0.9997505187988281, 0.9995037078857422) => 6.292106076628046e-8, iter=19 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.9998428344726562, 0.9996856689453125) => 2.4701063999207463e-8) 3 => ((0.9998443603515625, 0.9996856689453125) => 2.5169866392396437e-8) 4 => ((0.9998443603515625, 0.9996932983398438) => 2.6297057177463453e-8) 5 => ((0.9998477935791016, 0.9997020721435547) => 2.7342304468937972e-8) 6 => ((0.9998359680175781, 0.9996757507324219) => 2.8341227152288853e-8) 7 => ((0.9998394012451172, 0.9996845245361328) => 2.903669096289294e-8) 8 => ((0.9998428344726562, 0.9996932983398438) => 3.048413935125101e-8) 9 => ((0.9998428344726562, 0.9996757507324219) => 3.458715665472177e-8) 10 => ((0.99979248046875, 0.9995849609375) => 4.3064541304085064e-8) 11 => ((0.9998085021972656, 0.9996269226074219) => 4.6435894658737965e-8) 12 => ((0.9997623443603516, 0.9995311737060547) => 6.061277090102064e-8) 13 => ((0.999761199951172, 0.9995292663574219) => 6.166229648791635e-8) 14 => ((0.9997657775878906, 0.9995399475097656) => 6.181148534757585e-8) 15 => ((0.9997657775878905, 0.9995399475097657) => 6.181148534818324e-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: 171, observed: 1146, best-error: 0.5199999999999979 worst-error: 19.70000000000001 SearchModels iteration 2> population: 16, bsize: 32, queue: 153, observed: 1299, best-error: 0.4781250000000022 worst-error: 2.9000000000000004 SearchModels iteration 3> population: 16, bsize: 32, queue: 159, observed: 1458, best-error: 0.3981249999999976 worst-error: 1.8731250000000002 SearchModels iteration 4> population: 16, bsize: 32, queue: 162, observed: 1620, best-error: 0.0006640625000000077 worst-error: 0.8948852539062486 SearchModels iteration 5> population: 16, bsize: 32, queue: 172, observed: 1792, best-error: 0.0006640625000000077 worst-error: 0.40133056640624903 SearchModels iteration 6> population: 16, bsize: 32, queue: 176, observed: 1968, best-error: 0.0006640625000000077 worst-error: 0.1421508789062496 SearchModels iteration 7> population: 16, bsize: 32, queue: 171, observed: 2139, best-error: 0.0006640625000000077 worst-error: 0.07956314086914054 SearchModels iteration 8> population: 16, bsize: 32, queue: 184, observed: 2323, best-error: 0.0006640625000000077 worst-error: 0.05467011451721057 SearchModels iteration 9> population: 16, bsize: 32, queue: 155, observed: 2478, best-error: 0.0006640625000000077 worst-error: 0.03410441521555199 SearchModels iteration 10> population: 16, bsize: 32, queue: 172, observed: 2650, best-error: 0.0006640625000000077 worst-error: 0.020802555121481197 SearchModels iteration 11> population: 16, bsize: 32, queue: 179, observed: 2829, best-error: 0.0006640625000000077 worst-error: 0.011291503906249542 SearchModels iteration 12> population: 16, bsize: 32, queue: 179, observed: 3008, best-error: 0.0006640625000000077 worst-error: 0.004478502906858797 SearchModels iteration 13> population: 16, bsize: 32, queue: 178, observed: 3186, best-error: 0.0006640625000000077 worst-error: 0.002508965486340231 SearchModels iteration 14> population: 16, bsize: 32, queue: 181, observed: 3367, best-error: 0.0006640625000000077 worst-error: 0.001460777043548099 SearchModels iteration 15> population: 16, bsize: 32, queue: 179, observed: 3546, best-error: 0.0006640625000000077 worst-error: 0.0010540861878274418 SearchModels iteration 16> population: 16, bsize: 32, queue: 183, observed: 3729, best-error: 0.0006640625000000077 worst-error: 0.0008271051221526786 SearchModels iteration 17> population: 16, bsize: 32, queue: 163, observed: 3892, best-error: 0.0006640625000000077 worst-error: 0.0007615179996634016 SearchModels iteration 18> population: 16, bsize: 32, queue: 180, observed: 4072, best-error: 0.0006640625000000077 worst-error: 0.0007184756326934408 SearchModels iteration 19> population: 16, bsize: 32, queue: 167, observed: 4239, best-error: 0.0006640625000000077 worst-error: 0.000685823141296264 SearchModels iteration 20> population: 16, bsize: 32, queue: 174, observed: 4413, best-error: 0.0006345380842685568 worst-error: 0.0006692489332035407 SearchModels iteration 21> population: 16, bsize: 32, queue: 183, observed: 4596, best-error: 0.0006345380842685568 worst-error: 0.0006561585954536074 SearchModels iteration 22> population: 16, bsize: 32, queue: 176, observed: 4772, best-error: 0.0006332868899486492 worst-error: 0.0006427744019698342 SearchModels iteration 23> population: 16, bsize: 32, queue: 173, observed: 4945, best-error: 0.0006308978101086188 worst-error: 0.0006373369150550062 SearchModels iteration 24> population: 16, bsize: 32, queue: 170, observed: 5115, best-error: 0.0006308978101086188 worst-error: 0.0006332381660559336 SearchModels iteration 25> population: 16, bsize: 32, queue: 155, observed: 5270, best-error: 0.0006308978101086188 worst-error: 0.0006316214377000033 SearchModels iteration 26> population: 16, bsize: 32, queue: 155, observed: 5425, best-error: 0.0006308523079822285 worst-error: 0.0006309595257665667 SearchModels> stop by convergence error=(1.0250889182090759, 1.0509267807006832) => 0.0006308816140393437, iter=27 (of 300) 1 => ((1.0250796556472779, 1.0509232521057126) => 0.0006308103230812934) 2 => ((1.0250842213630675, 1.0509250164031978) => 0.0006308401041285651) 3 => ((1.0250751495361328, 1.0509232521057126) => 0.000630842197250573) 4 => ((1.0250811576843262, 1.0509250164031978) => 0.0006308503439033763) 5 => ((1.0250740766525268, 1.0509232521057126) => 0.0006308523079822285) 6 => ((1.0250858187675476, 1.0509258985519407) => 0.0006308598712174513) 7 => ((1.025088608264923, 1.0509258985519405) => 0.0006308601720392163) 8 => ((1.0250848531723022, 1.0509258985519405) => 0.0006308612946642954) 9 => ((1.0250945568084715, 1.0509250164031978) => 0.0006308639034719964) 10 => ((1.0250781536102296, 1.0509250164031978) => 0.0006308680637233527) 11 => ((1.0250776171684266, 1.0509250164031978) => 0.0006308720281194715) 12 => ((1.02509605884552, 1.0509250164031978) => 0.0006308748531039125) 13 => ((1.0250768661499023, 1.0509250164031978) => 0.0006308779856176322) 14 => ((1.0250877618789673, 1.0509267807006832) => 0.0006308808100021227) 15 => ((1.0250871062278746, 1.0509267807006832) => 0.0006308808546180794) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 21.07s PkgEval succeeded after 65.41s