Package evaluation to test SearchModels on Julia 1.13.0-DEV.1296 (e8025198af*) started at 2025-10-12T13:57:38.853 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.92s ################################################################################ # 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 v4.18.1 [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 v1.2.2 [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 v5.15.0+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 To see why use `status --outdated -m` Installation completed after 1.11s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 20.3s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_cCOThD/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_cCOThD/Manifest.toml` [34da2185] Compat v4.18.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.5 [92d709cd] IrrationalConstants v0.2.4 [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 v1.2.2 [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 v5.15.0+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: 50, observed: 350, best-error: 38587.9825421558 worst-error: 240377.2984195601 SearchModels iteration 2> population: 16, bsize: 64, queue: 60, observed: 410, best-error: 38587.9825421558 worst-error: 88492.09602802427 SearchModels iteration 3> population: 16, bsize: 64, queue: 58, observed: 468, best-error: 37163.19864685052 worst-error: 49409.692565821664 SearchModels iteration 4> population: 16, bsize: 64, queue: 61, observed: 529, best-error: 28187.68809074956 worst-error: 40499.68732028179 SearchModels iteration 5> population: 16, bsize: 64, queue: 58, observed: 587, best-error: 8563.753172330213 worst-error: 30458.087721324395 SearchModels iteration 6> population: 16, bsize: 64, queue: 59, observed: 646, best-error: 6876.706921474154 worst-error: 24742.40142065815 SearchModels iteration 7> population: 16, bsize: 64, queue: 60, observed: 706, best-error: 4662.097135448891 worst-error: 13838.376104987648 SearchModels iteration 8> population: 16, bsize: 64, queue: 58, observed: 764, best-error: 2679.656069398373 worst-error: 8115.026510536201 SearchModels iteration 9> population: 16, bsize: 64, queue: 61, observed: 825, best-error: 2170.1929321664734 worst-error: 4569.401383940155 SearchModels iteration 10> population: 16, bsize: 64, queue: 58, observed: 883, best-error: 152.4191622510716 worst-error: 2213.2011933525496 SearchModels iteration 11> population: 16, bsize: 64, queue: 61, observed: 944, best-error: 152.4191622510716 worst-error: 791.1169181003578 SearchModels iteration 12> population: 16, bsize: 64, queue: 57, observed: 1001, best-error: 148.6984019075715 worst-error: 215.83387801538382 SearchModels iteration 13> population: 16, bsize: 64, queue: 58, observed: 1059, best-error: 132.48455312401578 worst-error: 160.99719564781464 SearchModels iteration 14> population: 16, bsize: 64, queue: 59, observed: 1118, best-error: 132.48455312401578 worst-error: 149.7517236667058 SearchModels iteration 15> population: 16, bsize: 64, queue: 62, observed: 1180, best-error: 132.1152122522515 worst-error: 143.54404610160606 SearchModels iteration 16> population: 16, bsize: 64, queue: 57, observed: 1237, best-error: 130.5757869406317 worst-error: 136.22090805370115 SearchModels iteration 17> population: 16, bsize: 64, queue: 57, observed: 1294, best-error: 123.31942205929569 worst-error: 132.80665009835957 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1353, best-error: 123.31942205929569 worst-error: 130.04042043594706 SearchModels iteration 19> population: 16, bsize: 64, queue: 59, observed: 1412, best-error: 122.62748735663473 worst-error: 127.47878579157383 SearchModels iteration 20> population: 16, bsize: 64, queue: 54, observed: 1466, best-error: 119.45889099341223 worst-error: 124.82025828229102 SearchModels iteration 21> population: 16, bsize: 64, queue: 62, observed: 1528, best-error: 119.45889099341223 worst-error: 122.62748735663473 SearchModels iteration 22> population: 16, bsize: 64, queue: 63, observed: 1591, best-error: 119.45889099341223 worst-error: 121.2355092008399 SearchModels iteration 23> population: 16, bsize: 64, queue: 60, observed: 1651, best-error: 119.45889099341223 worst-error: 120.6250860063638 SearchModels iteration 24> population: 16, bsize: 64, queue: 60, observed: 1711, best-error: 119.32711033087286 worst-error: 120.12193821251824 SearchModels iteration 25> population: 16, bsize: 64, queue: 58, observed: 1769, best-error: 118.92808711845211 worst-error: 119.72347641192896 SearchModels iteration 26> population: 16, bsize: 64, queue: 57, observed: 1826, best-error: 118.92808711845211 worst-error: 119.45889099341223 SearchModels iteration 27> population: 16, bsize: 64, queue: 52, observed: 1878, best-error: 117.93442799210408 worst-error: 119.11624422252684 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1936, best-error: 117.93442799210408 worst-error: 119.0029214878188 SearchModels iteration 29> population: 16, bsize: 64, queue: 57, observed: 1993, best-error: 117.93442799210408 worst-error: 118.66167802909476 SearchModels iteration 30> population: 16, bsize: 64, queue: 58, observed: 2051, best-error: 117.93442799210408 worst-error: 118.47979434840957 SearchModels iteration 31> population: 16, bsize: 64, queue: 56, observed: 2107, best-error: 117.88305285237513 worst-error: 118.27660482564572 SearchModels iteration 32> population: 16, bsize: 64, queue: 57, observed: 2164, best-error: 117.87036586772645 worst-error: 118.14181797509858 SearchModels iteration 33> population: 16, bsize: 64, queue: 59, observed: 2223, best-error: 117.33781309215325 worst-error: 117.99210196702057 SearchModels iteration 34> population: 16, bsize: 64, queue: 60, observed: 2283, best-error: 117.33781309215325 worst-error: 117.87608733364618 SearchModels iteration 35> population: 16, bsize: 64, queue: 52, observed: 2335, best-error: 117.1539962378455 worst-error: 117.64749960490893 SearchModels iteration 36> population: 16, bsize: 64, queue: 62, observed: 2397, best-error: 117.1539962378455 worst-error: 117.48829186736151 SearchModels iteration 37> population: 16, bsize: 64, queue: 58, observed: 2455, best-error: 117.02997001874499 worst-error: 117.35992280607799 SearchModels iteration 38> population: 16, bsize: 64, queue: 59, observed: 2514, best-error: 116.84668839605399 worst-error: 117.22989505988231 SearchModels iteration 39> population: 16, bsize: 64, queue: 59, observed: 2573, best-error: 116.81082194741215 worst-error: 117.10753570074891 SearchModels iteration 40> population: 16, bsize: 64, queue: 61, observed: 2634, best-error: 116.67534047140761 worst-error: 117.00436606648356 SearchModels iteration 41> population: 16, bsize: 64, queue: 56, observed: 2690, best-error: 116.45363101768167 worst-error: 116.90648124957798 SearchModels iteration 42> population: 16, bsize: 64, queue: 60, observed: 2750, best-error: 116.45363101768167 worst-error: 116.78581723097912 SearchModels iteration 43> population: 16, bsize: 64, queue: 58, observed: 2808, best-error: 116.45363101768167 worst-error: 116.61345819969698 SearchModels iteration 44> population: 16, bsize: 64, queue: 57, observed: 2865, best-error: 116.28561388569275 worst-error: 116.53404869982053 SearchModels iteration 45> population: 16, bsize: 64, queue: 62, observed: 2927, best-error: 116.27878189715916 worst-error: 116.47415714002378 SearchModels iteration 46> population: 16, bsize: 64, queue: 58, observed: 2985, best-error: 116.00266312100555 worst-error: 116.36971950791771 SearchModels iteration 47> population: 16, bsize: 64, queue: 55, observed: 3040, best-error: 116.00266312100555 worst-error: 116.27878189715916 SearchModels iteration 48> population: 16, bsize: 64, queue: 60, observed: 3100, best-error: 115.68235634542744 worst-error: 116.10175425594869 SearchModels iteration 49> population: 16, bsize: 64, queue: 54, observed: 3154, best-error: 115.66955112402965 worst-error: 115.91093308660803 SearchModels iteration 50> population: 16, bsize: 64, queue: 59, observed: 3213, best-error: 115.36100597605237 worst-error: 115.79204710749269 SearchModels iteration 51> population: 16, bsize: 64, queue: 56, observed: 3269, best-error: 115.36100597605237 worst-error: 115.65441843851045 SearchModels iteration 52> population: 16, bsize: 64, queue: 59, observed: 3328, best-error: 115.36100597605237 worst-error: 115.49433218729827 SearchModels iteration 53> population: 16, bsize: 64, queue: 59, observed: 3387, best-error: 115.34751905285077 worst-error: 115.42204257390368 SearchModels iteration 54> population: 16, bsize: 64, queue: 61, observed: 3448, best-error: 115.08257947362593 worst-error: 115.38357045647156 SearchModels iteration 55> population: 16, bsize: 64, queue: 59, observed: 3507, best-error: 115.08257947362593 worst-error: 115.29431492608504 SearchModels iteration 56> population: 16, bsize: 64, queue: 58, observed: 3565, best-error: 114.9246304091942 worst-error: 115.13958236765393 SearchModels iteration 57> population: 16, bsize: 64, queue: 59, observed: 3624, best-error: 114.85673186922946 worst-error: 115.08687485973655 SearchModels iteration 58> population: 16, bsize: 64, queue: 58, observed: 3682, best-error: 114.56413323153404 worst-error: 114.98874076004483 SearchModels iteration 59> population: 16, bsize: 64, queue: 59, observed: 3741, best-error: 114.56413323153404 worst-error: 114.78967508720089 SearchModels iteration 60> population: 16, bsize: 64, queue: 59, observed: 3800, best-error: 114.56413323153404 worst-error: 114.70876776294664 SearchModels iteration 61> population: 16, bsize: 64, queue: 60, observed: 3860, best-error: 114.41117052085966 worst-error: 114.64006049656619 SearchModels iteration 62> population: 16, bsize: 64, queue: 53, observed: 3913, best-error: 114.41117052085966 worst-error: 114.58525567190948 SearchModels iteration 63> population: 16, bsize: 64, queue: 59, observed: 3972, best-error: 114.41117052085966 worst-error: 114.4903648247438 SearchModels iteration 64> population: 16, bsize: 64, queue: 59, observed: 4031, best-error: 114.15706453225667 worst-error: 114.44590281742329 SearchModels iteration 65> population: 16, bsize: 64, queue: 59, observed: 4090, best-error: 114.15706453225667 worst-error: 114.4224486756722 SearchModels iteration 66> population: 16, bsize: 64, queue: 61, observed: 4151, best-error: 114.00050352013096 worst-error: 114.28356819887702 SearchModels iteration 67> population: 16, bsize: 64, queue: 60, observed: 4211, best-error: 113.92958777725514 worst-error: 114.15275532098259 SearchModels iteration 68> population: 16, bsize: 64, queue: 61, observed: 4272, best-error: 113.89631905724917 worst-error: 114.0765136667974 SearchModels iteration 69> population: 16, bsize: 64, queue: 56, observed: 4328, best-error: 113.86503893967388 worst-error: 113.97196509065184 SearchModels iteration 70> population: 16, bsize: 64, queue: 57, observed: 4385, best-error: 113.8587615977367 worst-error: 113.91877740777086 SearchModels iteration 71> population: 16, bsize: 64, queue: 58, observed: 4443, best-error: 113.8587615977367 worst-error: 113.8866467227031 SearchModels iteration 72> population: 16, bsize: 64, queue: 58, observed: 4501, best-error: 113.71695103869199 worst-error: 113.8651816017159 SearchModels iteration 73> population: 16, bsize: 64, queue: 59, observed: 4560, best-error: 113.68232551618227 worst-error: 113.85529285904988 SearchModels iteration 74> population: 16, bsize: 64, queue: 61, observed: 4621, best-error: 113.65728263681561 worst-error: 113.81987437898975 SearchModels iteration 75> population: 16, bsize: 64, queue: 57, observed: 4678, best-error: 113.44832451634807 worst-error: 113.75010895269668 SearchModels iteration 76> population: 16, bsize: 64, queue: 60, observed: 4738, best-error: 113.44832451634807 worst-error: 113.63386967132219 SearchModels iteration 77> population: 16, bsize: 64, queue: 56, observed: 4794, best-error: 103.18412100916379 worst-error: 113.52715886419865 SearchModels iteration 78> population: 16, bsize: 64, queue: 56, observed: 4850, best-error: 103.18412100916379 worst-error: 106.00434557905551 SearchModels iteration 79> population: 16, bsize: 64, queue: 60, observed: 4910, best-error: 103.04790533870339 worst-error: 103.46932077239173 SearchModels iteration 80> population: 16, bsize: 64, queue: 61, observed: 4971, best-error: 103.04368438252362 worst-error: 103.2894384273915 SearchModels iteration 81> population: 16, bsize: 64, queue: 60, observed: 5031, best-error: 101.36879100627826 worst-error: 103.16787821580385 SearchModels iteration 82> population: 16, bsize: 64, queue: 58, observed: 5089, best-error: 101.28207303229036 worst-error: 103.08181275430492 SearchModels iteration 83> population: 16, bsize: 64, queue: 59, observed: 5148, best-error: 100.11527797013096 worst-error: 102.19401327971295 SearchModels iteration 84> population: 16, bsize: 64, queue: 60, observed: 5208, best-error: 99.8745477364874 worst-error: 101.3951171500762 SearchModels iteration 85> population: 16, bsize: 64, queue: 56, observed: 5264, best-error: 99.51526785278237 worst-error: 100.61410431714226 SearchModels iteration 86> population: 16, bsize: 64, queue: 60, observed: 5324, best-error: 99.34148142034688 worst-error: 100.14790732801625 SearchModels iteration 87> population: 16, bsize: 64, queue: 57, observed: 5381, best-error: 98.7191021458351 worst-error: 99.86865464510356 SearchModels iteration 88> population: 16, bsize: 64, queue: 58, observed: 5439, best-error: 98.61505077668686 worst-error: 99.6422142457355 SearchModels iteration 89> population: 16, bsize: 64, queue: 61, observed: 5500, best-error: 98.32238536631722 worst-error: 99.20306304715145 SearchModels iteration 90> population: 16, bsize: 64, queue: 59, observed: 5559, best-error: 97.7171438214432 worst-error: 98.79541796642792 SearchModels iteration 91> population: 16, bsize: 64, queue: 60, observed: 5619, best-error: 97.406788737281 worst-error: 98.28343655530922 SearchModels iteration 92> population: 16, bsize: 64, queue: 57, observed: 5676, best-error: 97.406788737281 worst-error: 97.87808344057446 SearchModels iteration 93> population: 16, bsize: 64, queue: 60, observed: 5736, best-error: 97.406788737281 worst-error: 97.6768650828835 SearchModels iteration 94> population: 16, bsize: 64, queue: 60, observed: 5796, best-error: 96.81898300159868 worst-error: 97.55605537254749 SearchModels iteration 95> population: 16, bsize: 64, queue: 59, observed: 5855, best-error: 96.68700056248902 worst-error: 97.19841984276619 SearchModels iteration 96> population: 16, bsize: 64, queue: 59, observed: 5914, best-error: 96.15357920384395 worst-error: 96.95661950130904 SearchModels iteration 97> population: 16, bsize: 64, queue: 58, observed: 5972, best-error: 96.15357920384395 worst-error: 96.84033870287784 SearchModels iteration 98> population: 16, bsize: 64, queue: 59, observed: 6031, best-error: 95.78408879691005 worst-error: 96.48308588454475 SearchModels iteration 99> population: 16, bsize: 64, queue: 60, observed: 6091, best-error: 95.31531637571813 worst-error: 96.16801512015225 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.12863249387175602, 0.8118015851824361, 0.31883289606439547, 0.6516915231724922, 0.14094938137808533] 1 => ([2.3171772148444973, -0.38342274282071825, -0.48528469413893327, 0.6695956352267911, 0.15133775145177503] => 94.92658547797738) 2 => ([2.3171772148444973, -0.3796264780403151, -0.4901375410803226, 0.6695956352267911, 0.15133775145177503] => 95.31531637571813) 3 => ([2.3169454971230126, -0.3796264780403151, -0.49018655973629627, 0.6695956352267911, 0.15133775145177503] => 95.32179947508725) 4 => ([2.3001769443691016, -0.3758182843867145, -0.4909662643230185, 0.6695956352309848, 0.15133775146102396] => 95.5014694265099) 5 => ([2.2731693309051133, -0.37649343923533535, -0.489251810001214, 0.6695956352320704, 0.1513377514634172] => 95.5484594939227) 6 => ([2.2893803298376936, -0.3780599586378252, -0.4909323966041025, 0.6695956352294308, 0.15133775145759612] => 95.59800570775161) 7 => ([2.268169292100383, -0.37049282142584755, -0.48997649214220296, 0.6695956352164314, 0.1513377514289228] => 95.61682049155625) 8 => ([2.275672982997044, -0.37125145607948074, -0.49088573985395867, 0.6695956352258049, 0.15133775144959785] => 95.65404556780933) 9 => ([2.2831766738937054, -0.372010090733114, -0.4917949875657143, 0.6695956352351784, 0.1513377514702729] => 95.69387648843313) 10 => ([2.28325433949468, -0.3764389251998548, -0.49154355248065446, 0.6695956352281358, 0.1513377514547396] => 95.69719335624143) 11 => ([2.29267325347244, -0.3750596497330813, -0.4925316453594557, 0.6695956352216113, 0.15133775144034892] => 95.71750157419538) 12 => ([2.229161446965729, -0.3733604004303556, -0.48836607892210543, 0.6695956352373497, 0.1513377514750594] => 95.78408879691005) 13 => ([2.2358030777926827, -0.37140893668814906, -0.4890871630744562, 0.669595635243416, 0.15133775148840425] => 95.78835127444758) 14 => ([2.2424447086196366, -0.3694574729459425, -0.48980824722680705, 0.6695956352494825, 0.1513377515017491] => 95.79443503135609) 15 => ([2.2885910582948785, -0.3758182843867145, -0.49344170644968677, 0.6695956352309848, 0.15133775146102396] => 95.85449564011215) Test Summary: | Total Time SearchModels.jl | 0 5.5s ===== 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: 178, observed: 1154, best-error: 0.20000000000000115 worst-error: 38.02 SearchModels iteration 2> population: 16, bsize: 32, queue: 168, observed: 1322, best-error: 0.20000000000000115 worst-error: 2.9000000000000004 SearchModels iteration 3> population: 16, bsize: 32, queue: 170, observed: 1492, best-error: 0.04316406249999886 worst-error: 0.9962890624999935 SearchModels iteration 4> population: 16, bsize: 32, queue: 175, observed: 1667, best-error: 0.015624999999999889 worst-error: 0.23590087890625008 SearchModels iteration 5> population: 16, bsize: 32, queue: 171, observed: 1838, best-error: 0.010156249999999872 worst-error: 0.10743667602539081 SearchModels iteration 6> population: 16, bsize: 32, queue: 171, observed: 2009, best-error: 3.921508789062445e-5 worst-error: 0.02000000000000001 SearchModels iteration 7> population: 16, bsize: 32, queue: 176, observed: 2185, best-error: 3.921508789062445e-5 worst-error: 0.0045645338296889625 SearchModels iteration 8> population: 16, bsize: 32, queue: 169, observed: 2354, best-error: 3.921508789062445e-5 worst-error: 0.0010740756988525646 SearchModels iteration 9> population: 16, bsize: 32, queue: 174, observed: 2528, best-error: 1.5259021893150348e-7 worst-error: 9.09182825125912e-5 SearchModels iteration 10> population: 16, bsize: 32, queue: 169, observed: 2697, best-error: 3.814711817537653e-8 worst-error: 7.77986133470866e-6 SearchModels iteration 11> population: 16, bsize: 32, queue: 162, observed: 2859, best-error: 0.0 worst-error: 1.037829360936024e-6 SearchModels iteration 12> population: 16, bsize: 32, queue: 156, observed: 3015, best-error: 0.0 worst-error: 2.384242634434486e-7 SearchModels iteration 13> population: 16, bsize: 32, queue: 156, observed: 3171, best-error: 0.0 worst-error: 2.1457718162335772e-8 SearchModels> stop by convergence error=(0.9999633789062501, 0.9999267578125001) => 1.341104687295958e-9, iter=14 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0, 1.0000000000000002) => 4.930380657631324e-30) 3 => ((0.9999877929687501, 0.9999755859375001) => 1.4901161415729537e-10) 4 => ((0.99998779296875, 0.9999755859375) => 1.4901161416000258e-10) 5 => ((1.00001220703125, 1.0000244140625) => 1.490116141600092e-10) 6 => ((0.9999755859375001, 0.9999511718750003) => 5.960464832745362e-10) 7 => ((0.9999755859375001, 0.9999511718750002) => 5.960464832745494e-10) 8 => ((0.9999755859375001, 0.999951171875) => 5.960464832745626e-10) 9 => ((0.9999755859375, 0.9999511718750003) => 5.960464832799307e-10) 10 => ((0.9999755859375, 0.999951171875) => 5.960464832799572e-10) 11 => ((0.9999755859374999, 0.9999511718750002) => 5.960464832853385e-10) 12 => ((0.9999755859374999, 0.999951171875) => 5.960464832853518e-10) 13 => ((1.0000244140625, 1.0000488281250002) => 5.960464832853915e-10) 14 => ((1.00003662109375, 1.0000732421875003) => 1.3411046872958091e-9) 15 => ((0.9999633789062501, 0.9999267578125002) => 1.3411046872959282e-9) ===== 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: 178, observed: 1154, best-error: 0.4999999999999982 worst-error: 12.5 SearchModels iteration 2> population: 16, bsize: 32, queue: 163, observed: 1317, best-error: 0.4999999999999982 worst-error: 4.499999999999998 SearchModels iteration 3> population: 16, bsize: 32, queue: 169, observed: 1486, best-error: 0.07312499999999982 worst-error: 1.9231249999999904 SearchModels iteration 4> population: 16, bsize: 32, queue: 172, observed: 1658, best-error: 0.05000000000000044 worst-error: 0.4781249999999975 SearchModels iteration 5> population: 16, bsize: 32, queue: 153, observed: 1811, best-error: 0.033789062499999425 worst-error: 0.1175415039062491 SearchModels iteration 6> population: 16, bsize: 32, queue: 167, observed: 1978, best-error: 0.03310806274414055 worst-error: 0.0625 SearchModels iteration 7> population: 16, bsize: 32, queue: 155, observed: 2133, best-error: 0.03302704811096174 worst-error: 0.04003906249999999 SearchModels iteration 8> population: 16, bsize: 32, queue: 148, observed: 2281, best-error: 0.032963648438453626 worst-error: 0.03567682325839971 SearchModels iteration 9> population: 16, bsize: 32, queue: 150, observed: 2431, best-error: 0.03184601783752444 worst-error: 0.033257285393774594 SearchModels iteration 10> population: 16, bsize: 32, queue: 144, observed: 2575, best-error: 0.031174889206886207 worst-error: 0.032064818777143976 SearchModels iteration 11> population: 16, bsize: 32, queue: 145, observed: 2720, best-error: 0.031174889206886207 worst-error: 0.031663538804423214 SearchModels iteration 12> population: 16, bsize: 32, queue: 137, observed: 2857, best-error: 0.031174889206886207 worst-error: 0.03138358440482977 SearchModels iteration 13> population: 16, bsize: 32, queue: 137, observed: 2994, best-error: 0.031129468594599516 worst-error: 0.031207580079863517 SearchModels iteration 14> population: 16, bsize: 32, queue: 140, observed: 3134, best-error: 0.031129468594599505 worst-error: 0.031170337392734938 SearchModels iteration 15> population: 16, bsize: 32, queue: 119, observed: 3253, best-error: 0.031129468594599505 worst-error: 0.03114121094245092 SearchModels iteration 16> population: 16, bsize: 32, queue: 122, observed: 3375, best-error: 0.031129468594599505 worst-error: 0.031135205658074445 SearchModels iteration 17> population: 16, bsize: 32, queue: 121, observed: 3496, best-error: 0.031129460924652835 worst-error: 0.031131503572148504 SearchModels iteration 18> population: 16, bsize: 32, queue: 95, observed: 3591, best-error: 0.031129444110356154 worst-error: 0.03112984500996138 SearchModels iteration 19> population: 16, bsize: 32, queue: 90, observed: 3681, best-error: 0.031129444110356154 worst-error: 0.031129540019573528 SearchModels> stop by convergence error=(1.1762817382812498, 1.384375) => 0.031129460924652835, iter=20 (of 300) 1 => ((1.1762763977050779, 1.384375) => 0.03112944395361618) 2 => ((1.176275634765625, 1.384375) => 0.031129444110356154) 3 => ((1.1762771606445312, 1.384375) => 0.031129444442167132) 4 => ((1.1762748718261717, 1.384375) => 0.03112944491238583) 5 => ((1.1762779235839844, 1.384375) => 0.03112944557601027) 6 => ((1.1762779235839842, 1.384375) => 0.031129445576010287) 7 => ((1.1762741088867186, 1.384375) => 0.031129446359703942) 8 => ((1.1762786865234374, 1.384375) => 0.031129447355146868) 9 => ((1.1762786865234376, 1.384375) => 0.03112944735514688) 10 => ((1.1762733459472654, 1.384375) => 0.031129448452309225) 11 => ((1.1762794494628905, 1.384375) => 0.03112944977957818) 12 => ((1.1762802124023435, 1.384375) => 0.03112945284930543) 13 => ((1.1762802124023437, 1.384375) => 0.031129452849305444) 14 => ((1.1762718200683593, 1.384375) => 0.031129454573376358) 15 => ((1.1762809753417969, 1.384375) => 0.031129456564329916) Test Summary: | Total Time SearchModels.jl | 0 2.2s Testing SearchModels tests passed Testing completed after 15.79s PkgEval succeeded after 58.81s