Package evaluation to test SearchModels on Julia 1.12.4 (422f456051*) started at 2026-01-29T02:24:18.055 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.12` Set-up completed after 8.17s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.12/Project.toml` [0e966ebe] + SearchModels v0.5.0 Updating `~/.julia/environments/v1.12/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 v1.12.0 [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 v7.8.3+2 [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 To see why use `status --outdated -m` Installation completed after 1.35s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 6313.2 ms ✓ SearchModels 1 dependency successfully precompiled in 7 seconds. 30 already precompiled. Precompilation completed after 19.06s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_bdaaXN/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_bdaaXN/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 v1.12.0 [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 v7.8.3+2 [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: 58, observed: 358, best-error: 62424.19668299596 worst-error: 811319.9479648413 SearchModels iteration 2> population: 16, bsize: 64, queue: 56, observed: 414, best-error: 8537.840853348973 worst-error: 123106.64558892002 SearchModels iteration 3> population: 16, bsize: 64, queue: 61, observed: 475, best-error: 1130.6169315916143 worst-error: 13172.725464065099 SearchModels iteration 4> population: 16, bsize: 64, queue: 59, observed: 534, best-error: 417.3987405296346 worst-error: 1697.0549295175765 SearchModels iteration 5> population: 16, bsize: 64, queue: 60, observed: 594, best-error: 245.8670359401638 worst-error: 673.0825932092985 SearchModels iteration 6> population: 16, bsize: 64, queue: 61, observed: 655, best-error: 218.76389015749132 worst-error: 362.97873358131784 SearchModels iteration 7> population: 16, bsize: 64, queue: 58, observed: 713, best-error: 218.76389015749132 worst-error: 270.39653153741574 SearchModels iteration 8> population: 16, bsize: 64, queue: 60, observed: 773, best-error: 215.44768087533265 worst-error: 236.16452259005655 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 831, best-error: 209.26416050487458 worst-error: 219.15611877012284 SearchModels iteration 10> population: 16, bsize: 64, queue: 57, observed: 888, best-error: 207.46336593038555 worst-error: 212.19631637247258 SearchModels iteration 11> population: 16, bsize: 64, queue: 60, observed: 948, best-error: 204.27828882626753 worst-error: 209.00486991870167 SearchModels iteration 12> population: 16, bsize: 64, queue: 60, observed: 1008, best-error: 203.92728749892663 worst-error: 207.53046769237602 SearchModels iteration 13> population: 16, bsize: 64, queue: 58, observed: 1066, best-error: 203.65647583271846 worst-error: 205.25328628732933 SearchModels iteration 14> population: 16, bsize: 64, queue: 60, observed: 1126, best-error: 201.71050567901187 worst-error: 204.20088430654442 SearchModels iteration 15> population: 16, bsize: 64, queue: 61, observed: 1187, best-error: 199.34152778341218 worst-error: 203.67601527432075 SearchModels iteration 16> population: 16, bsize: 64, queue: 56, observed: 1243, best-error: 199.0786097991776 worst-error: 201.71050567901187 SearchModels iteration 17> population: 16, bsize: 64, queue: 58, observed: 1301, best-error: 198.4955246217474 worst-error: 200.47808706763584 SearchModels iteration 18> population: 16, bsize: 64, queue: 58, observed: 1359, best-error: 197.19829001498846 worst-error: 199.64948705099408 SearchModels iteration 19> population: 16, bsize: 64, queue: 60, observed: 1419, best-error: 196.82765666676116 worst-error: 198.89351417092627 SearchModels iteration 20> population: 16, bsize: 64, queue: 54, observed: 1473, best-error: 195.29293767007584 worst-error: 198.0043383711141 SearchModels iteration 21> population: 16, bsize: 64, queue: 60, observed: 1533, best-error: 195.17189973465278 worst-error: 197.08625056084324 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1591, best-error: 193.99446995581465 worst-error: 196.36846486445202 SearchModels iteration 23> population: 16, bsize: 64, queue: 59, observed: 1650, best-error: 193.96731799264924 worst-error: 195.6303264763315 SearchModels iteration 24> population: 16, bsize: 64, queue: 58, observed: 1708, best-error: 193.96731799264924 worst-error: 194.7830057047015 SearchModels iteration 25> population: 16, bsize: 64, queue: 58, observed: 1766, best-error: 193.96731799264924 worst-error: 194.3596282661185 SearchModels iteration 26> population: 16, bsize: 64, queue: 55, observed: 1821, best-error: 193.14030984875518 worst-error: 194.13651794504162 SearchModels iteration 27> population: 16, bsize: 64, queue: 56, observed: 1877, best-error: 193.14030984875518 worst-error: 193.9837728400982 SearchModels iteration 28> population: 16, bsize: 64, queue: 61, observed: 1938, best-error: 192.68953341301727 worst-error: 193.52830522796773 SearchModels iteration 29> population: 16, bsize: 64, queue: 57, observed: 1995, best-error: 191.80766298172767 worst-error: 193.25765138280573 SearchModels iteration 30> population: 16, bsize: 64, queue: 58, observed: 2053, best-error: 191.6465523221825 worst-error: 192.76403293626515 SearchModels iteration 31> population: 16, bsize: 64, queue: 60, observed: 2113, best-error: 191.63737237801024 worst-error: 192.3846820234122 SearchModels iteration 32> population: 16, bsize: 64, queue: 55, observed: 2168, best-error: 191.14579534800416 worst-error: 191.9898976888108 SearchModels iteration 33> population: 16, bsize: 64, queue: 60, observed: 2228, best-error: 190.89953648513395 worst-error: 191.72468860353297 SearchModels iteration 34> population: 16, bsize: 64, queue: 57, observed: 2285, best-error: 190.52646019497226 worst-error: 191.42367587905693 SearchModels iteration 35> population: 16, bsize: 64, queue: 58, observed: 2343, best-error: 190.48903721409272 worst-error: 191.10956366787957 SearchModels iteration 36> population: 16, bsize: 64, queue: 60, observed: 2403, best-error: 190.45291538035522 worst-error: 190.89943306675582 SearchModels iteration 37> population: 16, bsize: 64, queue: 58, observed: 2461, best-error: 190.24326084425505 worst-error: 190.6865970818748 SearchModels iteration 38> population: 16, bsize: 64, queue: 58, observed: 2519, best-error: 189.95979725973885 worst-error: 190.5617130867605 SearchModels iteration 39> population: 16, bsize: 64, queue: 61, observed: 2580, best-error: 189.95979725973885 worst-error: 190.30454353017487 SearchModels iteration 40> population: 16, bsize: 64, queue: 61, observed: 2641, best-error: 189.28989995855343 worst-error: 190.13480172706883 SearchModels iteration 41> population: 16, bsize: 64, queue: 61, observed: 2702, best-error: 189.0619196856338 worst-error: 189.95979725973885 SearchModels iteration 42> population: 16, bsize: 64, queue: 58, observed: 2760, best-error: 188.9627717717859 worst-error: 189.26717778592644 SearchModels iteration 43> population: 16, bsize: 64, queue: 61, observed: 2821, best-error: 188.66881494632304 worst-error: 189.09137605276408 SearchModels iteration 44> population: 16, bsize: 64, queue: 53, observed: 2874, best-error: 188.60865831747788 worst-error: 188.9627717717859 SearchModels iteration 45> population: 16, bsize: 64, queue: 55, observed: 2929, best-error: 188.08894048662745 worst-error: 188.7722974087811 SearchModels iteration 46> population: 16, bsize: 64, queue: 57, observed: 2986, best-error: 188.08894048662745 worst-error: 188.61695325125555 SearchModels iteration 47> population: 16, bsize: 64, queue: 59, observed: 3045, best-error: 187.85527072277438 worst-error: 188.3169539545396 SearchModels iteration 48> population: 16, bsize: 64, queue: 58, observed: 3103, best-error: 187.43963753243517 worst-error: 188.09313303163032 SearchModels iteration 49> population: 16, bsize: 64, queue: 55, observed: 3158, best-error: 187.43963753243517 worst-error: 187.93336258337737 SearchModels iteration 50> population: 16, bsize: 64, queue: 62, observed: 3220, best-error: 187.43963753243517 worst-error: 187.74789963731456 SearchModels iteration 51> population: 16, bsize: 64, queue: 59, observed: 3279, best-error: 187.25329188197105 worst-error: 187.61655374013588 SearchModels iteration 52> population: 16, bsize: 64, queue: 59, observed: 3338, best-error: 187.1870607545927 worst-error: 187.49214310856374 SearchModels iteration 53> population: 16, bsize: 64, queue: 63, observed: 3401, best-error: 187.1870607545927 worst-error: 187.3814847085916 SearchModels iteration 54> population: 16, bsize: 64, queue: 58, observed: 3459, best-error: 186.9418015569544 worst-error: 187.29705644387317 SearchModels iteration 55> population: 16, bsize: 64, queue: 57, observed: 3516, best-error: 186.77813478817734 worst-error: 187.218872208986 SearchModels iteration 56> population: 16, bsize: 64, queue: 61, observed: 3577, best-error: 186.77813478817734 worst-error: 187.08626851750856 SearchModels iteration 57> population: 16, bsize: 64, queue: 58, observed: 3635, best-error: 186.77813478817734 worst-error: 186.9570318304351 SearchModels iteration 58> population: 16, bsize: 64, queue: 61, observed: 3696, best-error: 186.58324097779766 worst-error: 186.88147980325965 SearchModels iteration 59> population: 16, bsize: 64, queue: 59, observed: 3755, best-error: 186.501272190664 worst-error: 186.82943131197533 SearchModels iteration 60> population: 16, bsize: 64, queue: 62, observed: 3817, best-error: 186.48658833098338 worst-error: 186.7292251805079 SearchModels iteration 61> population: 16, bsize: 64, queue: 57, observed: 3874, best-error: 186.29903584326968 worst-error: 186.60192617112398 SearchModels iteration 62> population: 16, bsize: 64, queue: 57, observed: 3931, best-error: 186.05529203466995 worst-error: 186.52896878112298 SearchModels iteration 63> population: 16, bsize: 64, queue: 58, observed: 3989, best-error: 186.05529203466995 worst-error: 186.41074172247568 SearchModels iteration 64> population: 16, bsize: 64, queue: 59, observed: 4048, best-error: 186.05529203466995 worst-error: 186.25003089404686 SearchModels iteration 65> population: 16, bsize: 64, queue: 59, observed: 4107, best-error: 185.9371005775943 worst-error: 186.21605390491735 SearchModels iteration 66> population: 16, bsize: 64, queue: 58, observed: 4165, best-error: 185.9371005775943 worst-error: 186.15785739092743 SearchModels iteration 67> population: 16, bsize: 64, queue: 58, observed: 4223, best-error: 185.63982364238765 worst-error: 186.0472345765321 SearchModels iteration 68> population: 16, bsize: 64, queue: 57, observed: 4280, best-error: 185.56570835723093 worst-error: 185.92510861146832 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4339, best-error: 185.49403696536527 worst-error: 185.84500726381034 SearchModels iteration 70> population: 16, bsize: 64, queue: 59, observed: 4398, best-error: 185.49403696536527 worst-error: 185.66728130890309 SearchModels iteration 71> population: 16, bsize: 64, queue: 57, observed: 4455, best-error: 185.35383975821853 worst-error: 185.5750249172971 SearchModels iteration 72> population: 16, bsize: 64, queue: 59, observed: 4514, best-error: 185.25589379622394 worst-error: 185.47222630070362 SearchModels iteration 73> population: 16, bsize: 64, queue: 58, observed: 4572, best-error: 185.1341347202555 worst-error: 185.40656491372317 SearchModels iteration 74> population: 16, bsize: 64, queue: 57, observed: 4629, best-error: 184.9674060569823 worst-error: 185.35190106652638 SearchModels iteration 75> population: 16, bsize: 64, queue: 58, observed: 4687, best-error: 184.9674060569823 worst-error: 185.23419989530194 SearchModels iteration 76> population: 16, bsize: 64, queue: 61, observed: 4748, best-error: 184.96710141890097 worst-error: 185.10647612571208 SearchModels iteration 77> population: 16, bsize: 64, queue: 62, observed: 4810, best-error: 184.82320284928596 worst-error: 185.0440407641362 SearchModels iteration 78> population: 16, bsize: 64, queue: 57, observed: 4867, best-error: 184.69997773941898 worst-error: 184.99762441943508 SearchModels iteration 79> population: 16, bsize: 64, queue: 58, observed: 4925, best-error: 184.50269083011344 worst-error: 184.91025745579276 SearchModels iteration 80> population: 16, bsize: 64, queue: 58, observed: 4983, best-error: 184.50269083011344 worst-error: 184.78856122064238 SearchModels iteration 81> population: 16, bsize: 64, queue: 60, observed: 5043, best-error: 184.5016278081554 worst-error: 184.7118210516576 SearchModels iteration 82> population: 16, bsize: 64, queue: 62, observed: 5105, best-error: 184.28348130319736 worst-error: 184.59471371559138 SearchModels iteration 83> population: 16, bsize: 64, queue: 60, observed: 5165, best-error: 184.28348130319736 worst-error: 184.50269083011344 SearchModels iteration 84> population: 16, bsize: 64, queue: 61, observed: 5226, best-error: 184.1422448851292 worst-error: 184.37682987365272 SearchModels iteration 85> population: 16, bsize: 64, queue: 55, observed: 5281, best-error: 184.12297486718762 worst-error: 184.28348130319736 SearchModels iteration 86> population: 16, bsize: 64, queue: 56, observed: 5337, best-error: 184.10114187585626 worst-error: 184.2262087512241 SearchModels iteration 87> population: 16, bsize: 64, queue: 57, observed: 5394, best-error: 183.94237991026654 worst-error: 184.1635566071654 SearchModels iteration 88> population: 16, bsize: 64, queue: 54, observed: 5448, best-error: 183.9042606791553 worst-error: 184.12634819299564 SearchModels iteration 89> population: 16, bsize: 64, queue: 54, observed: 5502, best-error: 183.8021727231563 worst-error: 184.0203984568041 SearchModels iteration 90> population: 16, bsize: 64, queue: 56, observed: 5558, best-error: 183.79234483150182 worst-error: 183.95890727966784 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5616, best-error: 183.77794254961339 worst-error: 183.87717355166853 SearchModels iteration 92> population: 16, bsize: 64, queue: 58, observed: 5674, best-error: 183.7166288432039 worst-error: 183.8214422478088 SearchModels iteration 93> population: 16, bsize: 64, queue: 59, observed: 5733, best-error: 183.54135272074785 worst-error: 183.77794254961339 SearchModels iteration 94> population: 16, bsize: 64, queue: 58, observed: 5791, best-error: 183.51443850292307 worst-error: 183.73565464745278 SearchModels iteration 95> population: 16, bsize: 64, queue: 60, observed: 5851, best-error: 183.51443850292307 worst-error: 183.63122088211185 SearchModels iteration 96> population: 16, bsize: 64, queue: 59, observed: 5910, best-error: 183.4531795958192 worst-error: 183.57031981280528 SearchModels iteration 97> population: 16, bsize: 64, queue: 56, observed: 5966, best-error: 183.4073887945884 worst-error: 183.53274290858968 SearchModels iteration 98> population: 16, bsize: 64, queue: 59, observed: 6025, best-error: 183.34654514182543 worst-error: 183.46894549276954 SearchModels iteration 99> population: 16, bsize: 64, queue: 60, observed: 6085, best-error: 183.34654514182543 worst-error: 183.4022642155039 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.21520742804169646, 0.9452842992543128, 0.9845543001324253, 0.2092025249326862, 0.7302508534843788] 1 => ([-0.15887262336030084, 0.3048023165494924, -0.04081558517587875, 0.21794275782717654, 0.7434079191419276] => 183.25338874277867) 2 => ([-0.15499878663181177, 0.30184321344992904, -0.04121089276447374, 0.21794275862922796, 0.7434079192079018] => 183.34654514182543) 3 => ([-0.15560241032595162, 0.3014741334972789, -0.04121089276447374, 0.21794275862922796, 0.7434079192079018] => 183.35911118897087) 4 => ([-0.15821216103543012, 0.30646568441555566, -0.04121089276447374, 0.21794275862922796, 0.7434079192079018] => 183.3636682256184) 5 => ([-0.15729962708940676, 0.3048023165494924, -0.04122374102763754, 0.21794275782717654, 0.7434079191419276] => 183.3656106847152) 6 => ([-0.1563972552074194, 0.3022441416948553, -0.04121089276447374, 0.21794275862922796, 0.7434079192079018] => 183.3660296752554) 7 => ([-0.15620603402009145, 0.30110505354462885, -0.04121089276447374, 0.21794275862922796, 0.7434079192079018] => 183.3716871369869) 8 => ([-0.1564040546298689, 0.30356765230121924, -0.041258285192672606, 0.21794275818608702, 0.7434079191714502] => 183.37210304237098) 9 => ([-0.15662247127249457, 0.3018913543133182, -0.04121089276447374, 0.21794275862922796, 0.7434079192079018] => 183.37235972444628) 10 => ([-0.15623245445005182, 0.3032228635714259, -0.04126535017359054, 0.2179427584334334, 0.7434079191918076] => 183.37432850134974) 11 => ([-0.1581781661576829, 0.3049232462402344, -0.04121089276447374, 0.21794275862922796, 0.7434079192079018] => 183.3745389097828) 12 => ([-0.15583979813587945, 0.3031873607027559, -0.041290212141447166, 0.2179427582994687, 0.7434079191807959] => 183.37666624069934) 13 => ([-0.15733567556387765, 0.3032591166483084, -0.0412210844140363, 0.2179427582983704, 0.7434079191806899] => 183.37689219883472) 14 => ([-0.15756569967345235, 0.302952093294045, -0.04121598858925502, 0.21794275846379918, 0.7434079191942959] => 183.3812073708753) 15 => ([-0.1575646728750905, 0.30294582782055474, -0.04121624414270379, 0.21794275822820225, 0.7434079191749148] => 183.38132468281114) Test Summary: | Total Time SearchModels.jl | 0 6.0s ===== 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: 1142, best-error: 0.32000000000000195 worst-error: 9.000000000000002 SearchModels iteration 2> population: 16, bsize: 32, queue: 150, observed: 1292, best-error: 0.0 worst-error: 3.578125 SearchModels iteration 3> population: 16, bsize: 32, queue: 152, observed: 1444, best-error: 0.0 worst-error: 0.4324999999999993 SearchModels iteration 4> population: 16, bsize: 32, queue: 165, observed: 1609, best-error: 0.0 worst-error: 0.0756640625 SearchModels iteration 5> population: 16, bsize: 32, queue: 169, observed: 1778, best-error: 0.0 worst-error: 0.017851562499999557 SearchModels iteration 6> population: 16, bsize: 32, queue: 170, observed: 1948, best-error: 0.0 worst-error: 0.003766031265258824 SearchModels iteration 7> population: 16, bsize: 32, queue: 164, observed: 2112, best-error: 0.0 worst-error: 0.0005794912576675415 SearchModels iteration 8> population: 16, bsize: 32, queue: 152, observed: 2264, best-error: 0.0 worst-error: 2.202093601226836e-5 SearchModels iteration 9> population: 16, bsize: 32, queue: 148, observed: 2412, best-error: 0.0 worst-error: 2.442002296447557e-6 SearchModels iteration 10> population: 16, bsize: 32, queue: 140, observed: 2552, best-error: 0.0 worst-error: 3.433345409577249e-7 SearchModels iteration 11> population: 16, bsize: 32, queue: 140, observed: 2692, best-error: 0.0 worst-error: 3.8147118175419897e-8 SearchModels> stop by convergence error=(0.9999023437499999, 0.9998046875) => 9.536752259035133e-9, iter=12 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0, 1.0000000000000002) => 4.930380657631324e-30) 3 => ((0.9999999999999999, 1.0) => 4.942706609275402e-30) 4 => ((1.000048828125, 1.0000976562500001) => 2.3841863594453453e-9) 5 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 6 => ((0.999951171875, 0.9999023437500001) => 2.3841863594454512e-9) 7 => ((0.9999511718749999, 0.9999023437500001) => 2.3841863594561876e-9) 8 => ((0.9999511718749999, 0.99990234375) => 2.3841863594562406e-9) 9 => ((0.9999511718749998, 0.9999023437500001) => 2.3841863594669236e-9) 10 => ((1.00009765625, 1.0001953125000003) => 9.53675225899134e-9) 11 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) 12 => ((0.9999023437500001, 0.9998046875) => 9.53675225899261e-9) 13 => ((0.99990234375, 0.9998046875000001) => 9.536752259013659e-9) 14 => ((0.99990234375, 0.9998046875) => 9.53675225901387e-9) 15 => ((0.9999023437499999, 0.9998046875000001) => 9.536752259034921e-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: 162, observed: 1131, best-error: 0.4999999999999982 worst-error: 31.39999999999998 SearchModels iteration 2> population: 16, bsize: 32, queue: 158, observed: 1289, best-error: 0.203124999999999 worst-error: 2.0000000000000036 SearchModels iteration 3> population: 16, bsize: 32, queue: 163, observed: 1452, best-error: 0.0400390625 worst-error: 0.6481250000000008 SearchModels iteration 4> population: 16, bsize: 32, queue: 165, observed: 1617, best-error: 0.0400390625 worst-error: 0.25 SearchModels iteration 5> population: 16, bsize: 32, queue: 171, observed: 1788, best-error: 0.0016040039062500135 worst-error: 0.12312500000000012 SearchModels iteration 6> population: 16, bsize: 32, queue: 179, observed: 1967, best-error: 0.0016040039062500135 worst-error: 0.07324234962463376 SearchModels iteration 7> population: 16, bsize: 32, queue: 185, observed: 2152, best-error: 0.0016040039062500135 worst-error: 0.03546311378479002 SearchModels iteration 8> population: 16, bsize: 32, queue: 182, observed: 2334, best-error: 9.775161743164323e-6 worst-error: 0.012709179520606984 SearchModels iteration 9> population: 16, bsize: 32, queue: 176, observed: 2510, best-error: 9.775161743164323e-6 worst-error: 0.0029727334156631575 SearchModels iteration 10> population: 16, bsize: 32, queue: 181, observed: 2691, best-error: 9.775161743164323e-6 worst-error: 0.001237879975378833 SearchModels iteration 11> population: 16, bsize: 32, queue: 175, observed: 2866, best-error: 9.775161743164323e-6 worst-error: 0.00038803169984014693 SearchModels iteration 12> population: 16, bsize: 32, queue: 182, observed: 3048, best-error: 9.775161743164323e-6 worst-error: 0.00017924539091893258 SearchModels iteration 13> population: 16, bsize: 32, queue: 183, observed: 3231, best-error: 9.775161743164323e-6 worst-error: 6.586842104358276e-5 SearchModels iteration 14> population: 16, bsize: 32, queue: 180, observed: 3411, best-error: 2.7740374207428016e-6 worst-error: 2.388901936681074e-5 SearchModels iteration 15> population: 16, bsize: 32, queue: 182, observed: 3593, best-error: 1.106007212570306e-6 worst-error: 5.383141115415596e-6 SearchModels iteration 16> population: 16, bsize: 32, queue: 182, observed: 3775, best-error: 1.106007212570306e-6 worst-error: 2.5654209702480007e-6 SearchModels iteration 17> population: 16, bsize: 32, queue: 177, observed: 3952, best-error: 8.465935474435812e-7 worst-error: 1.5973959697774569e-6 SearchModels iteration 18> population: 16, bsize: 32, queue: 177, observed: 4129, best-error: 8.465935474435812e-7 worst-error: 1.171594510121441e-6 SearchModels iteration 19> population: 16, bsize: 32, queue: 175, observed: 4304, best-error: 8.465935474435812e-7 worst-error: 1.0290737550648798e-6 SearchModels> stop by convergence error=(1.000982666015625, 1.0019756317138673) => 9.743449474270419e-7, iter=20 (of 300) 1 => ((1.0009033203125, 1.001824951171875) => 8.465935474435812e-7) 2 => ((1.000933837890625, 1.0018875122070314) => 9.080179486856625e-7) 3 => ((1.0009483337402343, 1.0019073486328125) => 9.089052742379841e-7) 4 => ((1.0009277343749998, 1.001881790161133) => 9.255158971674734e-7) 5 => ((1.0009674072265624, 1.001944351196289) => 9.432742323263972e-7) 6 => ((1.000970458984375, 1.0019500732421875) => 9.485367703199965e-7) 7 => ((1.0009765625, 1.0019500732421875) => 9.552786650601419e-7) 8 => ((1.0009773254394532, 1.0019634246826172) => 9.612781257085888e-7) 9 => ((1.000958251953125, 1.0019386291503907) => 9.632204792641112e-7) 10 => ((1.000981903076172, 1.0019699096679688) => 9.667749757034282e-7) 11 => ((1.0009613037109375, 1.001944351196289) => 9.674506888435734e-7) 12 => ((1.0009765625, 1.0019668579101564) => 9.700052032716252e-7) 13 => ((1.0009849548339844, 1.0019699096679688) => 9.70230141379989e-7) 14 => ((1.00096435546875, 1.0019500732421875) => 9.717294533147064e-7) 15 => ((1.000965881347656, 1.0019527435302735) => 9.731186400035212e-7) Test Summary: | Total Time SearchModels.jl | 0 2.6s Testing SearchModels tests passed Testing completed after 22.06s PkgEval succeeded after 60.4s