Package evaluation to test SearchModels on Julia 1.14.0-DEV.1687 (b1350e5378*) started at 2026-02-05T15:03:45.307 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 9.82s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 0.94s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 5046.1 ms ✓ StatsBase 3033.8 ms ✓ SearchModels 2 dependencies successfully precompiled in 8 seconds. 29 already precompiled. Precompilation completed after 22.24s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_JyABz6/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_JyABz6/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: 60, observed: 360, best-error: 27806.34936077808 worst-error: 2.754200902003886e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 59, observed: 419, best-error: 2291.985897059885 worst-error: 236955.89002539878 SearchModels iteration 3> population: 16, bsize: 64, queue: 59, observed: 478, best-error: 1381.0769069678033 worst-error: 27638.35717342446 SearchModels iteration 4> population: 16, bsize: 64, queue: 55, observed: 533, best-error: 373.83017595568646 worst-error: 2545.9835333522688 SearchModels iteration 5> population: 16, bsize: 64, queue: 56, observed: 589, best-error: 373.83017595568646 worst-error: 1594.1293021929305 SearchModels iteration 6> population: 16, bsize: 64, queue: 60, observed: 649, best-error: 323.31884291682655 worst-error: 743.7701848253942 SearchModels iteration 7> population: 16, bsize: 64, queue: 61, observed: 710, best-error: 239.8492078462274 worst-error: 432.90755491941707 SearchModels iteration 8> population: 16, bsize: 64, queue: 59, observed: 769, best-error: 168.7696567560362 worst-error: 284.22999789051005 SearchModels iteration 9> population: 16, bsize: 64, queue: 59, observed: 828, best-error: 168.7696567560362 worst-error: 208.17937039937132 SearchModels iteration 10> population: 16, bsize: 64, queue: 60, observed: 888, best-error: 168.40591217165078 worst-error: 183.43690888672523 SearchModels iteration 11> population: 16, bsize: 64, queue: 55, observed: 943, best-error: 168.40591217165078 worst-error: 173.0096029157988 SearchModels iteration 12> population: 16, bsize: 64, queue: 56, observed: 999, best-error: 161.53552510351773 worst-error: 170.5828008504863 SearchModels iteration 13> population: 16, bsize: 64, queue: 61, observed: 1060, best-error: 156.02838389265327 worst-error: 169.0628643835933 SearchModels iteration 14> population: 16, bsize: 64, queue: 58, observed: 1118, best-error: 156.02838389265327 worst-error: 163.20894527741092 SearchModels iteration 15> population: 16, bsize: 64, queue: 56, observed: 1174, best-error: 156.02838389265327 worst-error: 161.01717824176035 SearchModels iteration 16> population: 16, bsize: 64, queue: 54, observed: 1228, best-error: 155.22770162155385 worst-error: 158.49218474055365 SearchModels iteration 17> population: 16, bsize: 64, queue: 56, observed: 1284, best-error: 151.052612892936 worst-error: 156.29594139441585 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1343, best-error: 151.052612892936 worst-error: 153.80559553105002 SearchModels iteration 19> population: 16, bsize: 64, queue: 57, observed: 1400, best-error: 150.34323083178208 worst-error: 152.29446191144942 SearchModels iteration 20> population: 16, bsize: 64, queue: 59, observed: 1459, best-error: 146.81339869641837 worst-error: 151.37089097016465 SearchModels iteration 21> population: 16, bsize: 64, queue: 62, observed: 1521, best-error: 143.95994956522995 worst-error: 150.68872560719748 SearchModels iteration 22> population: 16, bsize: 64, queue: 55, observed: 1576, best-error: 143.4611695408939 worst-error: 148.37057889943108 SearchModels iteration 23> population: 16, bsize: 64, queue: 58, observed: 1634, best-error: 142.46194889927423 worst-error: 145.43999193063456 SearchModels iteration 24> population: 16, bsize: 64, queue: 57, observed: 1691, best-error: 141.85221990516342 worst-error: 144.07796659917773 SearchModels iteration 25> population: 16, bsize: 64, queue: 57, observed: 1748, best-error: 140.9839796989146 worst-error: 143.0888655246816 SearchModels iteration 26> population: 16, bsize: 64, queue: 57, observed: 1805, best-error: 140.9839796989146 worst-error: 142.28793508924215 SearchModels iteration 27> population: 16, bsize: 64, queue: 60, observed: 1865, best-error: 139.46747977040852 worst-error: 141.55727378936967 SearchModels iteration 28> population: 16, bsize: 64, queue: 57, observed: 1922, best-error: 139.46747977040852 worst-error: 141.13544007271054 SearchModels iteration 29> population: 16, bsize: 64, queue: 56, observed: 1978, best-error: 138.15752903983574 worst-error: 140.32604189359316 SearchModels iteration 30> population: 16, bsize: 64, queue: 59, observed: 2037, best-error: 138.15752903983574 worst-error: 139.5320679506967 SearchModels iteration 31> population: 16, bsize: 64, queue: 61, observed: 2098, best-error: 137.9939886035822 worst-error: 138.91749545886472 SearchModels iteration 32> population: 16, bsize: 64, queue: 56, observed: 2154, best-error: 137.39977470707757 worst-error: 138.57038799300543 SearchModels iteration 33> population: 16, bsize: 64, queue: 60, observed: 2214, best-error: 136.62357774550398 worst-error: 138.08587810414076 SearchModels iteration 34> population: 16, bsize: 64, queue: 59, observed: 2273, best-error: 136.62357774550398 worst-error: 137.59392905321843 SearchModels iteration 35> population: 16, bsize: 64, queue: 61, observed: 2334, best-error: 136.0932803042994 worst-error: 137.2821636601286 SearchModels iteration 36> population: 16, bsize: 64, queue: 57, observed: 2391, best-error: 135.42448433052894 worst-error: 136.94097917083295 SearchModels iteration 37> population: 16, bsize: 64, queue: 59, observed: 2450, best-error: 135.42448433052894 worst-error: 136.4098436095039 SearchModels iteration 38> population: 16, bsize: 64, queue: 60, observed: 2510, best-error: 134.55444628468183 worst-error: 135.84692771318825 SearchModels iteration 39> population: 16, bsize: 64, queue: 58, observed: 2568, best-error: 133.96963284561323 worst-error: 135.57636309297763 SearchModels iteration 40> population: 16, bsize: 64, queue: 56, observed: 2624, best-error: 133.96963284561323 worst-error: 135.14867642562862 SearchModels iteration 41> population: 16, bsize: 64, queue: 60, observed: 2684, best-error: 133.96963284561323 worst-error: 134.6343270453685 SearchModels iteration 42> population: 16, bsize: 64, queue: 60, observed: 2744, best-error: 133.34348426946048 worst-error: 134.40391098141134 SearchModels iteration 43> population: 16, bsize: 64, queue: 58, observed: 2802, best-error: 133.34348426946048 worst-error: 134.19550686500745 SearchModels iteration 44> population: 16, bsize: 64, queue: 55, observed: 2857, best-error: 133.0479117388477 worst-error: 133.776850618835 SearchModels iteration 45> population: 16, bsize: 64, queue: 58, observed: 2915, best-error: 132.74242174808427 worst-error: 133.54948630845328 SearchModels iteration 46> population: 16, bsize: 64, queue: 60, observed: 2975, best-error: 132.74242174808427 worst-error: 133.22561522020004 SearchModels iteration 47> population: 16, bsize: 64, queue: 55, observed: 3030, best-error: 132.74242174808427 worst-error: 133.05370184109424 SearchModels iteration 48> population: 16, bsize: 64, queue: 59, observed: 3089, best-error: 132.4382503315382 worst-error: 132.92706373806692 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3147, best-error: 132.35701307072642 worst-error: 132.74242174808427 SearchModels iteration 50> population: 16, bsize: 64, queue: 62, observed: 3209, best-error: 131.6820223633322 worst-error: 132.5175270547149 SearchModels iteration 51> population: 16, bsize: 64, queue: 57, observed: 3266, best-error: 131.6820223633322 worst-error: 132.13631333318023 SearchModels iteration 52> population: 16, bsize: 64, queue: 59, observed: 3325, best-error: 131.49339771650904 worst-error: 131.90741247730233 SearchModels iteration 53> population: 16, bsize: 64, queue: 58, observed: 3383, best-error: 131.30427949303476 worst-error: 131.76159202040822 SearchModels iteration 54> population: 16, bsize: 64, queue: 57, observed: 3440, best-error: 131.23153740765065 worst-error: 131.56875886353993 SearchModels iteration 55> population: 16, bsize: 64, queue: 55, observed: 3495, best-error: 131.0123117881543 worst-error: 131.3739323173297 SearchModels iteration 56> population: 16, bsize: 64, queue: 64, observed: 3559, best-error: 131.0123117881543 worst-error: 131.2496459986347 SearchModels iteration 57> population: 16, bsize: 64, queue: 57, observed: 3616, best-error: 130.7912653097111 worst-error: 131.13010352115649 SearchModels iteration 58> population: 16, bsize: 64, queue: 56, observed: 3672, best-error: 130.4896472487929 worst-error: 131.0332602271956 SearchModels iteration 59> population: 16, bsize: 64, queue: 59, observed: 3731, best-error: 130.4896472487929 worst-error: 130.83340716314532 SearchModels iteration 60> population: 16, bsize: 64, queue: 61, observed: 3792, best-error: 130.13272181816438 worst-error: 130.67799495867283 SearchModels iteration 61> population: 16, bsize: 64, queue: 58, observed: 3850, best-error: 129.9001965133168 worst-error: 130.4896472487929 SearchModels iteration 62> population: 16, bsize: 64, queue: 58, observed: 3908, best-error: 129.9001965133168 worst-error: 130.35637581686188 SearchModels iteration 63> population: 16, bsize: 64, queue: 59, observed: 3967, best-error: 129.9001965133168 worst-error: 130.1790358238225 SearchModels iteration 64> population: 16, bsize: 64, queue: 60, observed: 4027, best-error: 129.9001965133168 worst-error: 130.07609667396005 SearchModels iteration 65> population: 16, bsize: 64, queue: 57, observed: 4084, best-error: 129.65440957621146 worst-error: 129.99255900920542 SearchModels iteration 66> population: 16, bsize: 64, queue: 56, observed: 4140, best-error: 129.6523301058438 worst-error: 129.88375194492227 SearchModels iteration 67> population: 16, bsize: 64, queue: 58, observed: 4198, best-error: 129.56441568350107 worst-error: 129.72317611639158 SearchModels iteration 68> population: 16, bsize: 64, queue: 58, observed: 4256, best-error: 129.53977786894754 worst-error: 129.6602551071867 SearchModels iteration 69> population: 16, bsize: 64, queue: 62, observed: 4318, best-error: 129.33703615771825 worst-error: 129.60975056308652 SearchModels iteration 70> population: 16, bsize: 64, queue: 61, observed: 4379, best-error: 129.33703615771825 worst-error: 129.5171523581631 SearchModels iteration 71> population: 16, bsize: 64, queue: 57, observed: 4436, best-error: 129.2198695789812 worst-error: 129.41488792027823 SearchModels iteration 72> population: 16, bsize: 64, queue: 58, observed: 4494, best-error: 129.08399900229304 worst-error: 129.3741943105537 SearchModels iteration 73> population: 16, bsize: 64, queue: 60, observed: 4554, best-error: 129.08399900229304 worst-error: 129.34041611465523 SearchModels iteration 74> population: 16, bsize: 64, queue: 62, observed: 4616, best-error: 128.9051563230485 worst-error: 129.21174767839068 SearchModels iteration 75> population: 16, bsize: 64, queue: 61, observed: 4677, best-error: 128.73249105124955 worst-error: 129.14188746766746 SearchModels iteration 76> population: 16, bsize: 64, queue: 57, observed: 4734, best-error: 128.69995519724236 worst-error: 129.01065778450982 SearchModels iteration 77> population: 16, bsize: 64, queue: 60, observed: 4794, best-error: 128.64597068182218 worst-error: 128.89346969987457 SearchModels iteration 78> population: 16, bsize: 64, queue: 56, observed: 4850, best-error: 128.48063101143586 worst-error: 128.7719489713104 SearchModels iteration 79> population: 16, bsize: 64, queue: 61, observed: 4911, best-error: 128.48063101143586 worst-error: 128.72435578442216 SearchModels iteration 80> population: 16, bsize: 64, queue: 60, observed: 4971, best-error: 128.39596059668253 worst-error: 128.6058801070555 SearchModels iteration 81> population: 16, bsize: 64, queue: 59, observed: 5030, best-error: 128.22627558355822 worst-error: 128.53903737009384 SearchModels iteration 82> population: 16, bsize: 64, queue: 60, observed: 5090, best-error: 128.22627558355822 worst-error: 128.48920433702466 SearchModels iteration 83> population: 16, bsize: 64, queue: 59, observed: 5149, best-error: 128.22627558355822 worst-error: 128.40553407278733 SearchModels iteration 84> population: 16, bsize: 64, queue: 59, observed: 5208, best-error: 128.03273518872265 worst-error: 128.32964648297397 SearchModels iteration 85> population: 16, bsize: 64, queue: 59, observed: 5267, best-error: 128.03273518872265 worst-error: 128.2578418187983 SearchModels iteration 86> population: 16, bsize: 64, queue: 60, observed: 5327, best-error: 127.87933421105345 worst-error: 128.16879197521897 SearchModels iteration 87> population: 16, bsize: 64, queue: 61, observed: 5388, best-error: 127.87590015797248 worst-error: 128.06226765198852 SearchModels iteration 88> population: 16, bsize: 64, queue: 59, observed: 5447, best-error: 127.75776522025016 worst-error: 127.96148247483042 SearchModels iteration 89> population: 16, bsize: 64, queue: 57, observed: 5504, best-error: 127.62847878464271 worst-error: 127.85609347078437 SearchModels iteration 90> population: 16, bsize: 64, queue: 60, observed: 5564, best-error: 127.62847878464271 worst-error: 127.78060100229044 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5622, best-error: 127.62847878464271 worst-error: 127.73957769086589 SearchModels iteration 92> population: 16, bsize: 64, queue: 61, observed: 5683, best-error: 127.52866448541093 worst-error: 127.6853522241674 SearchModels iteration 93> population: 16, bsize: 64, queue: 58, observed: 5741, best-error: 127.52866448541093 worst-error: 127.6243338916946 SearchModels iteration 94> population: 16, bsize: 64, queue: 60, observed: 5801, best-error: 127.37678747634158 worst-error: 127.58013843051974 SearchModels iteration 95> population: 16, bsize: 64, queue: 61, observed: 5862, best-error: 127.37678747634158 worst-error: 127.51637749159403 SearchModels iteration 96> population: 16, bsize: 64, queue: 58, observed: 5920, best-error: 127.30622260275213 worst-error: 127.46847095437636 SearchModels iteration 97> population: 16, bsize: 64, queue: 62, observed: 5982, best-error: 127.29197471109383 worst-error: 127.41716280986968 SearchModels iteration 98> population: 16, bsize: 64, queue: 62, observed: 6044, best-error: 127.2435141875039 worst-error: 127.3738588549217 SearchModels iteration 99> population: 16, bsize: 64, queue: 56, observed: 6100, best-error: 127.13303733517954 worst-error: 127.3317770033216 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.5415834320518538, 0.08679668550111885, 0.7664115394927982, 0.8635720398929381, 0.8681429676690525] 1 => ([0.20257312864010077, 0.3325365798583772, -0.07868585011090268, 0.8630794527533963, 0.8793828317967565] => 127.00376979470683) 2 => ([0.20257312864010077, 0.3325365798583772, -0.07947270861201171, 0.8630794527533963, 0.8793828317967565] => 127.13303733517954) 3 => ([0.20054739735369975, 0.3259191019191955, -0.08027546324445628, 0.8630794527533963, 0.8793828317967565] => 127.1967600797295) 4 => ([0.20124625950061714, 0.33003716530998556, -0.08010644093107981, 0.8630794527533963, 0.8793828317967565] => 127.21854191976121) 5 => ([0.2013105222991106, 0.33016331016934264, -0.08010609303642102, 0.8630794527533963, 0.8793828317967565] => 127.21953685411563) 6 => ([0.20054739735369975, 0.3275651579894945, -0.08027546324445628, 0.8630794527533963, 0.8793828317967565] => 127.22004591376258) 7 => ([0.19887581014867667, 0.3280800973481397, -0.08012073375983772, 0.8630794527533963, 0.8793828317967565] => 127.22098247171897) 8 => ([0.20111581197406003, 0.3301049586333038, -0.0801301735374171, 0.8630794527533963, 0.8793828317967565] => 127.22505959477982) 9 => ([0.20054739735369975, 0.32917829293838746, -0.08027546324445628, 0.8630794527533963, 0.8793828317967565] => 127.24304303411971) 10 => ([0.20054739735369975, 0.3292112140597934, -0.08027546324445628, 0.8630794527533963, 0.8793828317967565] => 127.2435141875039) 11 => ([0.19955460200304664, 0.3282272898794167, -0.08031427600356991, 0.8630794527533963, 0.8793828317967565] => 127.24778730546572) 12 => ([0.20204523519978765, 0.3253459027976275, -0.0807315541108086, 0.8630794527533963, 0.8793828317967565] => 127.2485706247941) 13 => ([0.2002960923401111, 0.32725923187239964, -0.08050350867763244, 0.8630794527533963, 0.8793828317967565] => 127.25739562305883) 14 => ([0.20010294633085954, 0.3267962196637129, -0.08053155085363939, 0.8630794527533963, 0.8793828317967565] => 127.25790098094909) 15 => ([0.20039039560555819, 0.3287928482352436, -0.08039164074587919, 0.8630794527533963, 0.8793828317967565] => 127.25908724653846) Test Summary: | Total Time SearchModels.jl | 0 6.9s ===== 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: 171, observed: 1148, best-error: 0.39999999999999797 worst-error: 11.299999999999994 SearchModels iteration 2> population: 16, bsize: 32, queue: 164, observed: 1312, best-error: 0.17000000000000015 worst-error: 0.9531249999999986 SearchModels iteration 3> population: 16, bsize: 32, queue: 167, observed: 1479, best-error: 0.04999999999999955 worst-error: 0.24999999999999986 SearchModels iteration 4> population: 16, bsize: 32, queue: 162, observed: 1641, best-error: 0.003125000000000078 worst-error: 0.09062500000000001 SearchModels iteration 5> population: 16, bsize: 32, queue: 164, observed: 1805, best-error: 0.003125000000000078 worst-error: 0.0506640625 SearchModels iteration 6> population: 16, bsize: 32, queue: 169, observed: 1974, best-error: 0.003125000000000078 worst-error: 0.02597915649414005 SearchModels iteration 7> population: 16, bsize: 32, queue: 177, observed: 2151, best-error: 0.003125000000000078 worst-error: 0.015625 SearchModels iteration 8> population: 16, bsize: 32, queue: 173, observed: 2324, best-error: 0.003125000000000078 worst-error: 0.009384775161743152 SearchModels iteration 9> population: 16, bsize: 32, queue: 171, observed: 2495, best-error: 0.003125000000000078 worst-error: 0.006949034333229008 SearchModels iteration 10> population: 16, bsize: 32, queue: 174, observed: 2669, best-error: 0.003125000000000078 worst-error: 0.004738922119140576 SearchModels iteration 11> population: 16, bsize: 32, queue: 179, observed: 2848, best-error: 0.003125000000000078 worst-error: 0.0038665633299388193 SearchModels iteration 12> population: 16, bsize: 32, queue: 176, observed: 3024, best-error: 0.003125000000000078 worst-error: 0.0034702811785973 SearchModels iteration 13> population: 16, bsize: 32, queue: 183, observed: 3207, best-error: 0.0029151139431633313 worst-error: 0.0033246434107422097 SearchModels iteration 14> population: 16, bsize: 32, queue: 168, observed: 3375, best-error: 0.0029151139431633313 worst-error: 0.0031725904360833377 SearchModels iteration 15> population: 16, bsize: 32, queue: 176, observed: 3551, best-error: 0.002877061358104245 worst-error: 0.0030214844232135736 SearchModels iteration 16> population: 16, bsize: 32, queue: 157, observed: 3708, best-error: 0.0028665562993433293 worst-error: 0.0029401790331218414 SearchModels iteration 17> population: 16, bsize: 32, queue: 142, observed: 3850, best-error: 0.0028578258002295354 worst-error: 0.0028907740224401 SearchModels iteration 18> population: 16, bsize: 32, queue: 139, observed: 3989, best-error: 0.0028578258002295354 worst-error: 0.0028689873510325346 SearchModels iteration 19> population: 16, bsize: 32, queue: 145, observed: 4134, best-error: 0.0028578258002295354 worst-error: 0.0028644634752220646 SearchModels iteration 20> population: 16, bsize: 32, queue: 117, observed: 4251, best-error: 0.0028578258002295354 worst-error: 0.002860822185090488 SearchModels iteration 21> population: 16, bsize: 32, queue: 92, observed: 4343, best-error: 0.0028577689266294413 worst-error: 0.002858840533529434 SearchModels iteration 22> population: 16, bsize: 32, queue: 81, observed: 4424, best-error: 0.0028577689266294413 worst-error: 0.002858097121689444 SearchModels iteration 23> population: 16, bsize: 32, queue: 90, observed: 4514, best-error: 0.0028577521396363037 worst-error: 0.0028578059743184993 SearchModels> stop by convergence error=(0.946611785888672, 0.89580078125) => 0.0028577593264025947, iter=24 (of 300) 1 => ((0.9466161727905276, 0.89580078125) => 0.0028577514537471383) 2 => ((0.946617889404297, 0.89580078125) => 0.0028577521396363037) 3 => ((0.9466146469116212, 0.89580078125) => 0.0028577526226951575) 4 => ((0.946614456176758, 0.89580078125) => 0.0028577528865165094) 5 => ((0.9466140747070314, 0.89580078125) => 0.002857753492627612) 6 => ((0.9466138839721681, 0.89580078125) => 0.002857753834917325) 7 => ((0.9466137886047364, 0.89580078125) => 0.0028577540158707176) 8 => ((0.9466136932373048, 0.89580078125) => 0.0028577542033631316) 9 => ((0.9466135978698731, 0.89580078125) => 0.0028577543973945583) 10 => ((0.9466194152832033, 0.89580078125) => 0.002857754527951767) 11 => ((0.9466135025024416, 0.89580078125) => 0.0028577545979650088) 12 => ((0.946613121032715, 0.89580078125) => 0.0028577554656369197) 13 => ((0.9466130256652834, 0.89580078125) => 0.002857755698902415) 14 => ((0.9466119766235352, 0.89580078125) => 0.0028577586963967685) 15 => ((0.9466118812561036, 0.89580078125) => 0.002857759008130194) ===== 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: 1151, best-error: 0.20000000000000026 worst-error: 26.099999999999998 SearchModels iteration 2> population: 16, bsize: 32, queue: 159, observed: 1310, best-error: 0.20000000000000026 worst-error: 2.7981249999999998 SearchModels iteration 3> population: 16, bsize: 32, queue: 167, observed: 1477, best-error: 0.09812500000000042 worst-error: 1.5037890625 SearchModels iteration 4> population: 16, bsize: 32, queue: 161, observed: 1638, best-error: 0.09812500000000042 worst-error: 0.7231249999999999 SearchModels iteration 5> population: 16, bsize: 32, queue: 179, observed: 1817, best-error: 0.03414306640625023 worst-error: 0.3709765624999994 SearchModels iteration 6> population: 16, bsize: 32, queue: 168, observed: 1985, best-error: 0.01660156249999989 worst-error: 0.20894775390625084 SearchModels iteration 7> population: 16, bsize: 32, queue: 168, observed: 2153, best-error: 0.01660156249999989 worst-error: 0.04857926368713484 SearchModels iteration 8> population: 16, bsize: 32, queue: 168, observed: 2321, best-error: 0.01660156249999989 worst-error: 0.025022125244141213 SearchModels iteration 9> population: 16, bsize: 32, queue: 169, observed: 2490, best-error: 0.01660156249999989 worst-error: 0.020517259277403475 SearchModels iteration 10> population: 16, bsize: 32, queue: 169, observed: 2659, best-error: 0.01660156249999989 worst-error: 0.018818306031171274 SearchModels iteration 11> population: 16, bsize: 32, queue: 172, observed: 2831, best-error: 0.01660156249999989 worst-error: 0.018104715347289992 SearchModels iteration 12> population: 16, bsize: 32, queue: 181, observed: 3012, best-error: 0.01660156249999989 worst-error: 0.017554318944457914 SearchModels iteration 13> population: 16, bsize: 32, queue: 180, observed: 3192, best-error: 0.01660156249999989 worst-error: 0.017070252041457904 SearchModels iteration 14> population: 16, bsize: 32, queue: 167, observed: 3359, best-error: 0.016579622313884084 worst-error: 0.016700625906378223 SearchModels iteration 15> population: 16, bsize: 32, queue: 184, observed: 3543, best-error: 0.01604804707080797 worst-error: 0.01657430056729935 SearchModels iteration 16> population: 16, bsize: 32, queue: 172, observed: 3715, best-error: 0.01604804707080797 worst-error: 0.016370737982654662 SearchModels iteration 17> population: 16, bsize: 32, queue: 161, observed: 3876, best-error: 0.015949118519156914 worst-error: 0.016135612144280387 SearchModels iteration 18> population: 16, bsize: 32, queue: 162, observed: 4038, best-error: 0.015944158732370414 worst-error: 0.016047120540954078 SearchModels iteration 19> population: 16, bsize: 32, queue: 142, observed: 4180, best-error: 0.0159426499200532 worst-error: 0.01598375246123225 SearchModels iteration 20> population: 16, bsize: 32, queue: 116, observed: 4296, best-error: 0.015942514638886095 worst-error: 0.01594958138925215 SearchModels iteration 21> population: 16, bsize: 32, queue: 117, observed: 4413, best-error: 0.015942514638886095 worst-error: 0.01594304997706785 SearchModels iteration 22> population: 16, bsize: 32, queue: 104, observed: 4517, best-error: 0.01594251412534892 worst-error: 0.01594253327475022 SearchModels> stop by convergence error=(1.1261413574218753, 1.2687499999999998) => 0.01594251597813733, iter=23 (of 300) 1 => ((1.1261394500732422, 1.2687499999999998) => 0.015942514031890575) 2 => ((1.1261390686035155, 1.2687499999999998) => 0.01594251408632742) 3 => ((1.1261390686035158, 1.2687499999999998) => 0.015942514086327422) 4 => ((1.126139831542969, 1.2687499999999998) => 0.01594251412534892) 5 => ((1.126138687133789, 1.2687499999999998) => 0.01594251428865931) 6 => ((1.1261402130126954, 1.2687499999999998) => 0.01594251436670263) 7 => ((1.1261404037475584, 1.2687499999999998) => 0.015942514542840295) 8 => ((1.1261383056640626, 1.2687499999999998) => 0.015942514638886095) 9 => ((1.1261383056640624, 1.2687499999999998) => 0.015942514638886116) 10 => ((1.1261405944824219, 1.2687499999999998) => 0.015942514755951834) 11 => ((1.1261407852172851, 1.2687499999999998) => 0.015942515006037293) 12 => ((1.126137924194336, 1.2687499999999998) => 0.015942515137007646) 13 => ((1.1261409759521483, 1.2687499999999998) => 0.015942515293096676) 14 => ((1.1261375427246092, 1.2687499999999998) => 0.015942515783023786) 15 => ((1.1261375427246094, 1.2687499999999998) => 0.01594251578302379) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 16.31s PkgEval succeeded after 58.94s