Package evaluation of SearchModels on Julia 1.13.0-DEV.811 (41570e9800*) started at 2025-07-03T14:06:29.023 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.2s ################################################################################ # 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 v1.12.0 [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 v1.12.0 [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 To see why use `status --outdated -m` Installation completed after 1.05s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 19.91s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_wBjXUc/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_wBjXUc/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 v1.12.0 [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 v1.12.0 [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: 59, observed: 359, best-error: 148974.87403501588 worst-error: 1.3889216256223475e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 60, observed: 419, best-error: 2258.0162528256833 worst-error: 145848.07230438295 SearchModels iteration 3> population: 16, bsize: 64, queue: 60, observed: 479, best-error: 2258.0162528256833 worst-error: 15998.759660032274 SearchModels iteration 4> population: 16, bsize: 64, queue: 58, observed: 537, best-error: 402.536511918164 worst-error: 5024.912036546987 SearchModels iteration 5> population: 16, bsize: 64, queue: 58, observed: 595, best-error: 47.13883426982062 worst-error: 1014.0808438888465 SearchModels iteration 6> population: 16, bsize: 64, queue: 61, observed: 656, best-error: 26.387754942997738 worst-error: 354.9082320538279 SearchModels iteration 7> population: 16, bsize: 64, queue: 57, observed: 713, best-error: 26.387754942997738 worst-error: 91.93670807390689 SearchModels iteration 8> population: 16, bsize: 64, queue: 60, observed: 773, best-error: 26.387754942997738 worst-error: 43.681258578298866 SearchModels iteration 9> population: 16, bsize: 64, queue: 56, observed: 829, best-error: 23.992170261395152 worst-error: 31.1066574775826 SearchModels iteration 10> population: 16, bsize: 64, queue: 56, observed: 885, best-error: 21.728907772552336 worst-error: 27.158616791408857 SearchModels iteration 11> population: 16, bsize: 64, queue: 60, observed: 945, best-error: 21.404530800817618 worst-error: 24.88740694738826 SearchModels iteration 12> population: 16, bsize: 64, queue: 60, observed: 1005, best-error: 17.698283765114244 worst-error: 22.398395707390183 SearchModels iteration 13> population: 16, bsize: 64, queue: 59, observed: 1064, best-error: 17.698283765114244 worst-error: 21.29568050782756 SearchModels iteration 14> population: 16, bsize: 64, queue: 56, observed: 1120, best-error: 17.07910888791997 worst-error: 19.382788113378943 SearchModels iteration 15> population: 16, bsize: 64, queue: 60, observed: 1180, best-error: 16.664758975808745 worst-error: 18.32370023963625 SearchModels iteration 16> population: 16, bsize: 64, queue: 59, observed: 1239, best-error: 16.35908685701188 worst-error: 17.48285898821949 SearchModels iteration 17> population: 16, bsize: 64, queue: 57, observed: 1296, best-error: 16.25788485488696 worst-error: 16.83038835733741 SearchModels iteration 18> population: 16, bsize: 64, queue: 64, observed: 1360, best-error: 16.25788485488696 worst-error: 16.563708136480667 SearchModels iteration 19> population: 16, bsize: 64, queue: 57, observed: 1417, best-error: 16.25788485488696 worst-error: 16.380816458398726 SearchModels iteration 20> population: 16, bsize: 64, queue: 63, observed: 1480, best-error: 16.25788485488696 worst-error: 16.323290658239223 SearchModels iteration 21> population: 16, bsize: 64, queue: 59, observed: 1539, best-error: 16.23043832655426 worst-error: 16.282986928308233 SearchModels iteration 22> population: 16, bsize: 64, queue: 63, observed: 1602, best-error: 16.216364459110135 worst-error: 16.261293799579253 SearchModels iteration 23> population: 16, bsize: 64, queue: 60, observed: 1662, best-error: 16.213492955178005 worst-error: 16.238670203481437 SearchModels iteration 24> population: 16, bsize: 64, queue: 60, observed: 1722, best-error: 16.161229594796396 worst-error: 16.225559213575874 SearchModels iteration 25> population: 16, bsize: 64, queue: 57, observed: 1779, best-error: 16.161229594796396 worst-error: 16.216196471396643 SearchModels iteration 26> population: 16, bsize: 64, queue: 58, observed: 1837, best-error: 16.14121915726635 worst-error: 16.192196085618065 SearchModels iteration 27> population: 16, bsize: 64, queue: 58, observed: 1895, best-error: 16.133825498074913 worst-error: 16.168008749229642 SearchModels iteration 28> population: 16, bsize: 64, queue: 56, observed: 1951, best-error: 16.133825498074913 worst-error: 16.15109500053966 SearchModels iteration 29> population: 16, bsize: 64, queue: 61, observed: 2012, best-error: 16.133825498074913 worst-error: 16.14121915726635 SearchModels iteration 30> population: 16, bsize: 64, queue: 58, observed: 2070, best-error: 16.125823700840318 worst-error: 16.137814229897305 SearchModels iteration 31> population: 16, bsize: 64, queue: 57, observed: 2127, best-error: 16.12240607616399 worst-error: 16.135764274368945 SearchModels iteration 32> population: 16, bsize: 64, queue: 59, observed: 2186, best-error: 16.12240607616399 worst-error: 16.130375637004672 SearchModels iteration 33> population: 16, bsize: 64, queue: 57, observed: 2243, best-error: 16.12240607616399 worst-error: 16.127612337516666 SearchModels iteration 34> population: 16, bsize: 64, queue: 61, observed: 2304, best-error: 16.11405979465547 worst-error: 16.125700838101608 SearchModels iteration 35> population: 16, bsize: 64, queue: 60, observed: 2364, best-error: 16.10417036859095 worst-error: 16.123816929205212 SearchModels iteration 36> population: 16, bsize: 64, queue: 59, observed: 2423, best-error: 16.10417036859095 worst-error: 16.116547109412444 SearchModels iteration 37> population: 16, bsize: 64, queue: 59, observed: 2482, best-error: 16.10417036859095 worst-error: 16.113091313606102 SearchModels iteration 38> population: 16, bsize: 64, queue: 57, observed: 2539, best-error: 16.100681826026804 worst-error: 16.110110067455285 SearchModels iteration 39> population: 16, bsize: 64, queue: 57, observed: 2596, best-error: 16.098922744305803 worst-error: 16.108425862809206 SearchModels iteration 40> population: 16, bsize: 64, queue: 58, observed: 2654, best-error: 16.098922744305803 worst-error: 16.105132134057985 SearchModels iteration 41> population: 16, bsize: 64, queue: 60, observed: 2714, best-error: 16.098327133528723 worst-error: 16.10253246047746 SearchModels iteration 42> population: 16, bsize: 64, queue: 58, observed: 2772, best-error: 16.091374380738163 worst-error: 16.099759807414983 SearchModels iteration 43> population: 16, bsize: 64, queue: 62, observed: 2834, best-error: 16.091374380738163 worst-error: 16.09856443955752 SearchModels iteration 44> population: 16, bsize: 64, queue: 58, observed: 2892, best-error: 16.081619167017298 worst-error: 16.09526792324544 SearchModels iteration 45> population: 16, bsize: 64, queue: 57, observed: 2949, best-error: 16.081619167017298 worst-error: 16.092591761503424 SearchModels iteration 46> population: 16, bsize: 64, queue: 60, observed: 3009, best-error: 16.081619167017298 worst-error: 16.08966035474708 SearchModels iteration 47> population: 16, bsize: 64, queue: 61, observed: 3070, best-error: 16.078091517700965 worst-error: 16.086963364159555 SearchModels iteration 48> population: 16, bsize: 64, queue: 60, observed: 3130, best-error: 16.077944936072715 worst-error: 16.085093077542563 SearchModels iteration 49> population: 16, bsize: 64, queue: 60, observed: 3190, best-error: 16.071670721704084 worst-error: 16.081805318530932 SearchModels iteration 50> population: 16, bsize: 64, queue: 60, observed: 3250, best-error: 16.071386430258546 worst-error: 16.079768077672426 SearchModels iteration 51> population: 16, bsize: 64, queue: 54, observed: 3304, best-error: 16.071386430258546 worst-error: 16.0761254920058 SearchModels iteration 52> population: 16, bsize: 64, queue: 57, observed: 3361, best-error: 16.069072517897453 worst-error: 16.072419076437594 SearchModels iteration 53> population: 16, bsize: 64, queue: 57, observed: 3418, best-error: 16.041181210232967 worst-error: 16.070327280313148 SearchModels iteration 54> population: 16, bsize: 64, queue: 60, observed: 3478, best-error: 16.03794149277452 worst-error: 16.04281783642713 SearchModels iteration 55> population: 16, bsize: 64, queue: 55, observed: 3533, best-error: 16.035263313443966 worst-error: 16.04101375008156 SearchModels iteration 56> population: 16, bsize: 64, queue: 60, observed: 3593, best-error: 16.035263313443966 worst-error: 16.03894328695138 SearchModels iteration 57> population: 16, bsize: 64, queue: 58, observed: 3651, best-error: 16.03524880258079 worst-error: 16.03683784451058 SearchModels iteration 58> population: 16, bsize: 64, queue: 58, observed: 3709, best-error: 16.03518889286233 worst-error: 16.036090196234912 SearchModels iteration 59> population: 16, bsize: 64, queue: 57, observed: 3766, best-error: 16.034719775730252 worst-error: 16.03543644528387 SearchModels iteration 60> population: 16, bsize: 64, queue: 61, observed: 3827, best-error: 16.03301521626141 worst-error: 16.03520789764106 SearchModels iteration 61> population: 16, bsize: 64, queue: 56, observed: 3883, best-error: 16.029367004662294 worst-error: 16.034958581343368 SearchModels iteration 62> population: 16, bsize: 64, queue: 57, observed: 3940, best-error: 16.02751741170317 worst-error: 16.03268678847053 SearchModels iteration 63> population: 16, bsize: 64, queue: 60, observed: 4000, best-error: 16.02678652768619 worst-error: 16.031579208246328 SearchModels iteration 64> population: 16, bsize: 64, queue: 57, observed: 4057, best-error: 16.026097432544226 worst-error: 16.030334324754648 SearchModels iteration 65> population: 16, bsize: 64, queue: 60, observed: 4117, best-error: 16.026097432544226 worst-error: 16.02868652334047 SearchModels iteration 66> population: 16, bsize: 64, queue: 57, observed: 4174, best-error: 16.0228062892381 worst-error: 16.027427120276755 SearchModels iteration 67> population: 16, bsize: 64, queue: 58, observed: 4232, best-error: 16.0228062892381 worst-error: 16.027000676927116 SearchModels iteration 68> population: 16, bsize: 64, queue: 58, observed: 4290, best-error: 16.022720550241804 worst-error: 16.025606579302995 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4349, best-error: 16.02208051693125 worst-error: 16.024394703888063 SearchModels iteration 70> population: 16, bsize: 64, queue: 61, observed: 4410, best-error: 16.021544457915354 worst-error: 16.023052265498524 SearchModels iteration 71> population: 16, bsize: 64, queue: 55, observed: 4465, best-error: 16.019411185951228 worst-error: 16.022375332843907 SearchModels iteration 72> population: 16, bsize: 64, queue: 56, observed: 4521, best-error: 16.019411185951228 worst-error: 16.022126412040205 SearchModels iteration 73> population: 16, bsize: 64, queue: 61, observed: 4582, best-error: 16.019411185951228 worst-error: 16.021544457915354 SearchModels iteration 74> population: 16, bsize: 64, queue: 56, observed: 4638, best-error: 16.018584222933196 worst-error: 16.019989669666586 SearchModels iteration 75> population: 16, bsize: 64, queue: 61, observed: 4699, best-error: 16.015000824371757 worst-error: 16.019483964715896 SearchModels iteration 76> population: 16, bsize: 64, queue: 60, observed: 4759, best-error: 16.015000824371757 worst-error: 16.018584222933196 SearchModels iteration 77> population: 16, bsize: 64, queue: 59, observed: 4818, best-error: 16.014990323912205 worst-error: 16.016582624991152 SearchModels iteration 78> population: 16, bsize: 64, queue: 54, observed: 4872, best-error: 16.014990323912205 worst-error: 16.015696118951908 SearchModels iteration 79> population: 16, bsize: 64, queue: 58, observed: 4930, best-error: 16.01075168140289 worst-error: 16.015252564243116 SearchModels iteration 80> population: 16, bsize: 64, queue: 58, observed: 4988, best-error: 16.01075168140289 worst-error: 16.01502652723362 SearchModels iteration 81> population: 16, bsize: 64, queue: 60, observed: 5048, best-error: 16.01075168140289 worst-error: 16.01394295194586 SearchModels iteration 82> population: 16, bsize: 64, queue: 56, observed: 5104, best-error: 16.01075168140289 worst-error: 16.012896983988313 SearchModels iteration 83> population: 16, bsize: 64, queue: 60, observed: 5164, best-error: 16.01075168140289 worst-error: 16.011840712084414 SearchModels iteration 84> population: 16, bsize: 64, queue: 55, observed: 5219, best-error: 16.01075168140289 worst-error: 16.011608577068607 SearchModels iteration 85> population: 16, bsize: 64, queue: 60, observed: 5279, best-error: 16.007377189945032 worst-error: 16.011316243169524 SearchModels iteration 86> population: 16, bsize: 64, queue: 54, observed: 5333, best-error: 16.006898191464682 worst-error: 16.01092238685299 SearchModels iteration 87> population: 16, bsize: 64, queue: 60, observed: 5393, best-error: 16.006898191464682 worst-error: 16.009791163883605 SearchModels iteration 88> population: 16, bsize: 64, queue: 59, observed: 5452, best-error: 16.006898191464682 worst-error: 16.008694098928785 SearchModels iteration 89> population: 16, bsize: 64, queue: 59, observed: 5511, best-error: 16.006898191464682 worst-error: 16.008044266958414 SearchModels iteration 90> population: 16, bsize: 64, queue: 53, observed: 5564, best-error: 16.004786984435196 worst-error: 16.00762164810032 SearchModels iteration 91> population: 16, bsize: 64, queue: 56, observed: 5620, best-error: 16.004786984435196 worst-error: 16.007308105895156 SearchModels iteration 92> population: 16, bsize: 64, queue: 56, observed: 5676, best-error: 16.004786984435196 worst-error: 16.00630023202854 SearchModels iteration 93> population: 16, bsize: 64, queue: 61, observed: 5737, best-error: 16.001850846145985 worst-error: 16.005512148108384 SearchModels iteration 94> population: 16, bsize: 64, queue: 59, observed: 5796, best-error: 15.998484044956387 worst-error: 16.00448413869388 SearchModels iteration 95> population: 16, bsize: 64, queue: 58, observed: 5854, best-error: 15.998484044956387 worst-error: 16.003303026660596 SearchModels iteration 96> population: 16, bsize: 64, queue: 55, observed: 5909, best-error: 15.998006806671011 worst-error: 16.00227114618323 SearchModels iteration 97> population: 16, bsize: 64, queue: 57, observed: 5966, best-error: 15.997944036155944 worst-error: 16.000960577349 SearchModels iteration 98> population: 16, bsize: 64, queue: 57, observed: 6023, best-error: 15.997944036155944 worst-error: 15.999497613089584 SearchModels iteration 99> population: 16, bsize: 64, queue: 61, observed: 6084, best-error: 15.997944036155944 worst-error: 15.998921540135198 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.38201933323263115, 0.9159820211334156, 0.48765791632753186, 0.8595767274955292, 0.5102801767350903] 1 => ([0.3658885538040854, -0.575634812847206, 0.39314475104989344, 0.8842413337788767, 0.5116045521072762] => 15.995164179466324) 2 => ([0.3657421477871513, -0.5756132175243124, 0.3931447510663511, 0.8842413337788728, 0.5116045521072774] => 15.995313877254501) 3 => ([0.36283706418770106, -0.5774593559127448, 0.3931447510663511, 0.8842413337788728, 0.5116045521072774] => 15.997944036155944) 4 => ([0.36283706418770106, -0.5804513733008937, 0.3931447510663511, 0.8842413337788728, 0.5116045521072774] => 15.998006806671011) 5 => ([0.3625514795216156, -0.5784170952475685, 0.3931447510581223, 0.8842413337788748, 0.5116045521072767] => 15.998183758840979) 6 => ([0.3625514795216156, -0.5776690909005312, 0.3931447510581223, 0.8842413337788748, 0.5116045521072767] => 15.998214013338936) 7 => ([0.3625186722879835, -0.5787876504732025, 0.3931447510641578, 0.884241333778873, 0.5116045521072774] => 15.998215501594336) 8 => ([0.3625989418251161, -0.576898042931017, 0.3931447510609761, 0.8842413337788742, 0.511604552107277] => 15.998237218881853) 9 => ([0.3625186722879835, -0.5772916417791281, 0.3931447510641578, 0.884241333778873, 0.5116045521072774] => 15.998276357805961) 10 => ([0.362455563259798, -0.5786941874202474, 0.3931447510622367, 0.8842413337788738, 0.5116045521072771] => 15.99827794559927) 11 => ([0.3624561494920733, -0.5784989191189847, 0.39314475105686175, 0.8842413337788751, 0.5116045521072767] => 15.99827798089229) 12 => ([0.362455563259798, -0.577198178726173, 0.3931447510622367, 0.8842413337788738, 0.5116045521072771] => 15.998348216461249) 13 => ([0.3625186722879835, -0.5765436374320907, 0.3931447510641578, 0.884241333778873, 0.5116045521072774] => 15.998363296472604) 14 => ([0.36247900129541055, -0.5765362867185286, 0.3931447510663511, 0.8842413337788728, 0.5116045521072774] => 15.998403974026356) 15 => ([0.3624086871885729, -0.5770259540473872, 0.3931447510540078, 0.8842413337788757, 0.5116045521072765] => 15.998412820304674) Test Summary: | Total Time SearchModels.jl | 0 6.1s ===== 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: 171, observed: 1140, best-error: 0.5000000000000004 worst-error: 14.499999999999998 SearchModels iteration 2> population: 16, bsize: 32, queue: 170, observed: 1310, best-error: 0.003125000000000033 worst-error: 2.0000000000000036 SearchModels iteration 3> population: 16, bsize: 32, queue: 173, observed: 1483, best-error: 0.003125000000000033 worst-error: 0.5000000000000004 SearchModels iteration 4> population: 16, bsize: 32, queue: 179, observed: 1662, best-error: 0.0031249999999999776 worst-error: 0.14316406250000038 SearchModels iteration 5> population: 16, bsize: 32, queue: 177, observed: 1839, best-error: 0.0 worst-error: 0.026604003906250007 SearchModels iteration 6> population: 16, bsize: 32, queue: 174, observed: 2013, best-error: 0.0 worst-error: 0.0073492527008055366 SearchModels iteration 7> population: 16, bsize: 32, queue: 167, observed: 2180, best-error: 0.0 worst-error: 0.0012909322977065294 SearchModels iteration 8> population: 16, bsize: 32, queue: 162, observed: 2342, best-error: 0.0 worst-error: 0.00025010108947753906 SearchModels iteration 9> population: 16, bsize: 32, queue: 155, observed: 2497, best-error: 0.0 worst-error: 6.11639046109747e-5 SearchModels iteration 10> population: 16, bsize: 32, queue: 160, observed: 2657, best-error: 0.0 worst-error: 7.482396904379172e-6 SearchModels iteration 11> population: 16, bsize: 32, queue: 159, observed: 2816, best-error: 0.0 worst-error: 6.103888154029169e-7 SearchModels iteration 12> population: 16, bsize: 32, queue: 132, observed: 2948, best-error: 0.0 worst-error: 8.583142516724629e-8 SearchModels> stop by convergence error=(0.999853515625, 0.99970703125) => 2.1457718162303244e-8, iter=13 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0, 0.9999999999999999) => 1.232595164407831e-30) 3 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 4 => ((0.999951171875, 0.9999023437500001) => 2.3841863594454512e-9) 5 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) 6 => ((0.999951171875, 0.9999023437499999) => 2.384186359445557e-9) 7 => ((1.0000488281250002, 1.00009765625) => 2.384186359467347e-9) 8 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) 9 => ((1.00009765625, 1.0001953124999998) => 9.536752258992187e-9) 10 => ((0.9999023437500001, 0.9998046875000001) => 9.536752258992399e-9) 11 => ((0.9999023437500001, 0.9998046875) => 9.53675225899261e-9) 12 => ((0.99990234375, 0.9998046875) => 9.53675225901387e-9) 13 => ((1.0000976562500001, 1.0001953125) => 9.53675225903598e-9) 14 => ((1.0000976562500001, 1.0001953124999998) => 9.536752259036403e-9) 15 => ((0.9998535156250001, 0.99970703125) => 2.1457718162271672e-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: 169, observed: 1135, best-error: 0.4999999999999999 worst-error: 23.12 SearchModels iteration 2> population: 16, bsize: 32, queue: 166, observed: 1301, best-error: 0.4999999999999999 worst-error: 4.4281250000000005 SearchModels iteration 3> population: 16, bsize: 32, queue: 150, observed: 1451, best-error: 0.4999999999999999 worst-error: 2.4837890624999996 SearchModels iteration 4> population: 16, bsize: 32, queue: 150, observed: 1601, best-error: 0.30312500000000003 worst-error: 1.1451586914062504 SearchModels iteration 5> population: 16, bsize: 32, queue: 143, observed: 1744, best-error: 0.30312500000000003 worst-error: 0.43624038696289075 SearchModels iteration 6> population: 16, bsize: 32, queue: 155, observed: 1899, best-error: 0.27566406250000003 worst-error: 0.3203093051910401 SearchModels iteration 7> population: 16, bsize: 32, queue: 157, observed: 2056, best-error: 0.27566406250000003 worst-error: 0.29481288015842433 SearchModels iteration 8> population: 16, bsize: 32, queue: 153, observed: 2209, best-error: 0.2734596252441407 worst-error: 0.28452381193637843 SearchModels iteration 9> population: 16, bsize: 32, queue: 153, observed: 2362, best-error: 0.27332619726657864 worst-error: 0.27860988676548 SearchModels iteration 10> population: 16, bsize: 32, queue: 147, observed: 2509, best-error: 0.27332619726657864 worst-error: 0.2753368765115738 SearchModels iteration 11> population: 16, bsize: 32, queue: 102, observed: 2611, best-error: 0.27331632528686894 worst-error: 0.2738047590130009 SearchModels iteration 12> population: 16, bsize: 32, queue: 101, observed: 2712, best-error: 0.27331632528686894 worst-error: 0.2734125030276573 SearchModels iteration 13> population: 16, bsize: 32, queue: 101, observed: 2813, best-error: 0.27331598714166894 worst-error: 0.2733331530756641 SearchModels iteration 14> population: 16, bsize: 32, queue: 76, observed: 2889, best-error: 0.27331598662187906 worst-error: 0.2733176755202118 SearchModels iteration 15> population: 16, bsize: 32, queue: 86, observed: 2975, best-error: 0.2733159728374528 worst-error: 0.2733163226040978 SearchModels iteration 16> population: 16, bsize: 32, queue: 79, observed: 3054, best-error: 0.2733159728374528 worst-error: 0.2733160295366229 SearchModels> stop by convergence error=(0.4800048828125, 0.225) => 0.27331598662187906, iter=17 (of 300) 1 => ((0.48001708984375, 0.225) => 0.2733159728374528) 2 => ((0.48001708984374997, 0.225) => 0.27331597283745285) 3 => ((0.48001403808593746, 0.225) => 0.27331597365033095) 4 => ((0.4800140380859375, 0.225) => 0.273315973650331) 5 => ((0.48002014160156253, 0.225) => 0.27331597378011463) 6 => ((0.4800201416015625, 0.225) => 0.2733159737801147) 7 => ((0.48001098632812494, 0.225) => 0.2733159762187165) 8 => ((0.480010986328125, 0.225) => 0.27331597621871656) 9 => ((0.480023193359375, 0.225) => 0.27331597647834954) 10 => ((0.48002319335937493, 0.225) => 0.2733159764783496) 11 => ((0.48002319335937504, 0.225) => 0.2733159764783496) 12 => ((0.4800079345703125, 0.225) => 0.2733159805425768) 13 => ((0.48000793457031243, 0.225) => 0.27331598054257683) 14 => ((0.4800262451171875, 0.225) => 0.27331598093219) 15 => ((0.48000488281250003, 0.225) => 0.273315986621879) Test Summary: | Total Time SearchModels.jl | 0 2.5s Testing SearchModels tests passed Testing completed after 20.16s PkgEval succeeded after 63.34s