Package evaluation to test SearchModels on Julia 1.13.0-DEV.1324 (c1d413cf8a*) started at 2025-10-17T17:13:08.599 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.14s ################################################################################ # 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 v0.2.6 [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 To see why use `status --outdated -m` Installation completed after 1.11s ################################################################################ # Precompilation # Precompiling PkgEval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 21.6s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_GdYOVg/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_GdYOVg/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 [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: 9156.681722129182 worst-error: 106420.8395371589 SearchModels iteration 2> population: 16, bsize: 64, queue: 51, observed: 401, best-error: 9156.681722129182 worst-error: 88143.76667175634 SearchModels iteration 3> population: 16, bsize: 64, queue: 59, observed: 460, best-error: 6045.6435005560925 worst-error: 17528.34260933435 SearchModels iteration 4> population: 16, bsize: 64, queue: 59, observed: 519, best-error: 2425.140737058444 worst-error: 7876.274132639695 SearchModels iteration 5> population: 16, bsize: 64, queue: 60, observed: 579, best-error: 1061.301971003591 worst-error: 4420.432966414101 SearchModels iteration 6> population: 16, bsize: 64, queue: 62, observed: 641, best-error: 1061.301971003591 worst-error: 2141.819228952839 SearchModels iteration 7> population: 16, bsize: 64, queue: 57, observed: 698, best-error: 724.2993593828485 worst-error: 1265.2941671225985 SearchModels iteration 8> population: 16, bsize: 64, queue: 59, observed: 757, best-error: 541.5686368009915 worst-error: 977.6494442927951 SearchModels iteration 9> population: 16, bsize: 64, queue: 61, observed: 818, best-error: 500.98602481225413 worst-error: 662.7807771283444 SearchModels iteration 10> population: 16, bsize: 64, queue: 62, observed: 880, best-error: 428.910754397406 worst-error: 553.9013714731384 SearchModels iteration 11> population: 16, bsize: 64, queue: 60, observed: 940, best-error: 353.2376464315005 worst-error: 447.08999644186434 SearchModels iteration 12> population: 16, bsize: 64, queue: 59, observed: 999, best-error: 317.3256780142196 worst-error: 370.7220665998008 SearchModels iteration 13> population: 16, bsize: 64, queue: 57, observed: 1056, best-error: 177.55856902692628 worst-error: 331.620746595888 SearchModels iteration 14> population: 16, bsize: 64, queue: 60, observed: 1116, best-error: 177.55856902692628 worst-error: 254.37707354781108 SearchModels iteration 15> population: 16, bsize: 64, queue: 59, observed: 1175, best-error: 118.72536295333033 worst-error: 199.33890755137787 SearchModels iteration 16> population: 16, bsize: 64, queue: 59, observed: 1234, best-error: 92.40887108961867 worst-error: 155.62538439544227 SearchModels iteration 17> population: 16, bsize: 64, queue: 58, observed: 1292, best-error: 92.40887108961867 worst-error: 118.78000876801721 SearchModels iteration 18> population: 16, bsize: 64, queue: 60, observed: 1352, best-error: 89.36948551336924 worst-error: 102.39395091469521 SearchModels iteration 19> population: 16, bsize: 64, queue: 59, observed: 1411, best-error: 73.88520790189158 worst-error: 93.96984601613208 SearchModels iteration 20> population: 16, bsize: 64, queue: 59, observed: 1470, best-error: 73.88520790189158 worst-error: 91.8092765953876 SearchModels iteration 21> population: 16, bsize: 64, queue: 59, observed: 1529, best-error: 72.83515201601946 worst-error: 79.64016747753298 SearchModels iteration 22> population: 16, bsize: 64, queue: 60, observed: 1589, best-error: 63.12000799731934 worst-error: 74.95212681135155 SearchModels iteration 23> population: 16, bsize: 64, queue: 60, observed: 1649, best-error: 57.19123474643943 worst-error: 72.3544968117506 SearchModels iteration 24> population: 16, bsize: 64, queue: 57, observed: 1706, best-error: 57.19123474643943 worst-error: 64.45082379586323 SearchModels iteration 25> population: 16, bsize: 64, queue: 60, observed: 1766, best-error: 57.085133153975804 worst-error: 61.29767302622599 SearchModels iteration 26> population: 16, bsize: 64, queue: 58, observed: 1824, best-error: 56.47949198025153 worst-error: 59.1639346740274 SearchModels iteration 27> population: 16, bsize: 64, queue: 59, observed: 1883, best-error: 56.31205288927761 worst-error: 57.5812147158468 SearchModels iteration 28> population: 16, bsize: 64, queue: 59, observed: 1942, best-error: 55.199999843626685 worst-error: 56.8830792090643 SearchModels iteration 29> population: 16, bsize: 64, queue: 57, observed: 1999, best-error: 55.199999843626685 worst-error: 56.037918007566795 SearchModels iteration 30> population: 16, bsize: 64, queue: 60, observed: 2059, best-error: 55.199999843626685 worst-error: 55.568535889628535 SearchModels iteration 31> population: 16, bsize: 64, queue: 59, observed: 2118, best-error: 55.164174494841724 worst-error: 55.349636693488485 SearchModels iteration 32> population: 16, bsize: 64, queue: 59, observed: 2177, best-error: 55.164174494841724 worst-error: 55.26181596542357 SearchModels iteration 33> population: 16, bsize: 64, queue: 59, observed: 2236, best-error: 55.14818644898292 worst-error: 55.21750930506516 SearchModels iteration 34> population: 16, bsize: 64, queue: 57, observed: 2293, best-error: 55.14473770981317 worst-error: 55.18490008882306 SearchModels iteration 35> population: 16, bsize: 64, queue: 54, observed: 2347, best-error: 55.11812116438298 worst-error: 55.16090891344413 SearchModels iteration 36> population: 16, bsize: 64, queue: 56, observed: 2403, best-error: 55.11812116438298 worst-error: 55.14843683153698 SearchModels iteration 37> population: 16, bsize: 64, queue: 59, observed: 2462, best-error: 55.10827701131411 worst-error: 55.132984078069555 SearchModels iteration 38> population: 16, bsize: 64, queue: 61, observed: 2523, best-error: 55.050606270805 worst-error: 55.12729361511826 SearchModels iteration 39> population: 16, bsize: 64, queue: 60, observed: 2583, best-error: 55.033924855181425 worst-error: 55.11013882058376 SearchModels iteration 40> population: 16, bsize: 64, queue: 54, observed: 2637, best-error: 55.033924855181425 worst-error: 55.07975685103969 SearchModels iteration 41> population: 16, bsize: 64, queue: 52, observed: 2689, best-error: 55.033924855181425 worst-error: 55.05629427144172 SearchModels iteration 42> population: 16, bsize: 64, queue: 58, observed: 2747, best-error: 55.033924855181425 worst-error: 55.04763968366739 SearchModels iteration 43> population: 16, bsize: 64, queue: 59, observed: 2806, best-error: 55.033924855181425 worst-error: 55.043415644117935 SearchModels iteration 44> population: 16, bsize: 64, queue: 61, observed: 2867, best-error: 55.01352623156338 worst-error: 55.04049182172465 SearchModels iteration 45> population: 16, bsize: 64, queue: 59, observed: 2926, best-error: 55.00038210963266 worst-error: 55.033924855181425 SearchModels iteration 46> population: 16, bsize: 64, queue: 61, observed: 2987, best-error: 54.765620487201424 worst-error: 55.01892782978668 SearchModels iteration 47> population: 16, bsize: 64, queue: 60, observed: 3047, best-error: 43.887849709622834 worst-error: 55.010840587161006 SearchModels iteration 48> population: 16, bsize: 64, queue: 57, observed: 3104, best-error: 42.92936821581233 worst-error: 47.52471868835704 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3162, best-error: 36.064636625472886 worst-error: 44.75960632269645 SearchModels iteration 50> population: 16, bsize: 64, queue: 62, observed: 3224, best-error: 36.064636625472886 worst-error: 40.91254843683729 SearchModels iteration 51> population: 16, bsize: 64, queue: 58, observed: 3282, best-error: 36.06117101964978 worst-error: 37.784991510547776 SearchModels iteration 52> population: 16, bsize: 64, queue: 61, observed: 3343, best-error: 32.49245513569219 worst-error: 36.064636625472886 SearchModels iteration 53> population: 16, bsize: 64, queue: 58, observed: 3401, best-error: 32.47249311387872 worst-error: 34.781298283404716 SearchModels iteration 54> population: 16, bsize: 64, queue: 56, observed: 3457, best-error: 31.39593558957076 worst-error: 33.33691819791574 SearchModels iteration 55> population: 16, bsize: 64, queue: 58, observed: 3515, best-error: 31.326540156819924 worst-error: 32.45062602345971 SearchModels iteration 56> population: 16, bsize: 64, queue: 57, observed: 3572, best-error: 31.326540156819924 worst-error: 31.6469220086863 SearchModels iteration 57> population: 16, bsize: 64, queue: 59, observed: 3631, best-error: 31.11475381899904 worst-error: 31.382631999646396 SearchModels iteration 58> population: 16, bsize: 64, queue: 63, observed: 3694, best-error: 30.92193420037673 worst-error: 31.24760382483328 SearchModels iteration 59> population: 16, bsize: 64, queue: 58, observed: 3752, best-error: 30.92193420037673 worst-error: 31.08309501218045 SearchModels iteration 60> population: 16, bsize: 64, queue: 59, observed: 3811, best-error: 30.92193420037673 worst-error: 30.988341769537875 SearchModels iteration 61> population: 16, bsize: 64, queue: 59, observed: 3870, best-error: 30.888715002030487 worst-error: 30.961952905236334 SearchModels iteration 62> population: 16, bsize: 64, queue: 60, observed: 3930, best-error: 30.85415337120313 worst-error: 30.94125415174962 SearchModels iteration 63> population: 16, bsize: 64, queue: 58, observed: 3988, best-error: 30.85415337120313 worst-error: 30.900996440747488 SearchModels iteration 64> population: 16, bsize: 64, queue: 57, observed: 4045, best-error: 30.809833482778483 worst-error: 30.872605972747785 SearchModels iteration 65> population: 16, bsize: 64, queue: 58, observed: 4103, best-error: 30.797445180141384 worst-error: 30.858061088130842 SearchModels iteration 66> population: 16, bsize: 64, queue: 59, observed: 4162, best-error: 30.77696042517704 worst-error: 30.83671094513962 SearchModels iteration 67> population: 16, bsize: 64, queue: 58, observed: 4220, best-error: 30.763089761547267 worst-error: 30.81101080569707 SearchModels iteration 68> population: 16, bsize: 64, queue: 59, observed: 4279, best-error: 30.709034622699768 worst-error: 30.78284025855056 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4338, best-error: 30.709034622699768 worst-error: 30.77121395876915 SearchModels iteration 70> population: 16, bsize: 64, queue: 56, observed: 4394, best-error: 30.488445969170254 worst-error: 30.745045020224012 SearchModels iteration 71> population: 16, bsize: 64, queue: 61, observed: 4455, best-error: 26.53689982301264 worst-error: 30.72719885609721 SearchModels iteration 72> population: 16, bsize: 64, queue: 59, observed: 4514, best-error: 26.42443061722567 worst-error: 28.02380688102384 SearchModels iteration 73> population: 16, bsize: 64, queue: 59, observed: 4573, best-error: 25.22451674422297 worst-error: 26.78698690699774 SearchModels iteration 74> population: 16, bsize: 64, queue: 59, observed: 4632, best-error: 24.3803653944521 worst-error: 25.791526721030458 SearchModels iteration 75> population: 16, bsize: 64, queue: 61, observed: 4693, best-error: 22.165798101308035 worst-error: 24.942218199538665 SearchModels iteration 76> population: 16, bsize: 64, queue: 59, observed: 4752, best-error: 21.46290803932537 worst-error: 24.094533231642615 SearchModels iteration 77> population: 16, bsize: 64, queue: 60, observed: 4812, best-error: 21.46290803932537 worst-error: 22.717487317492175 SearchModels iteration 78> population: 16, bsize: 64, queue: 58, observed: 4870, best-error: 20.86762347097738 worst-error: 22.063905643313714 SearchModels iteration 79> population: 16, bsize: 64, queue: 57, observed: 4927, best-error: 20.736513404917826 worst-error: 21.269680477440406 SearchModels iteration 80> population: 16, bsize: 64, queue: 60, observed: 4987, best-error: 19.830803546874737 worst-error: 20.96907816951576 SearchModels iteration 81> population: 16, bsize: 64, queue: 60, observed: 5047, best-error: 19.67779653434354 worst-error: 20.500445533024177 SearchModels iteration 82> population: 16, bsize: 64, queue: 61, observed: 5108, best-error: 19.011832903484617 worst-error: 19.9499724138951 SearchModels iteration 83> population: 16, bsize: 64, queue: 61, observed: 5169, best-error: 16.882639212787925 worst-error: 19.576908343930114 SearchModels iteration 84> population: 16, bsize: 64, queue: 56, observed: 5225, best-error: 16.323732982672883 worst-error: 19.01601714216184 SearchModels iteration 85> population: 16, bsize: 64, queue: 57, observed: 5282, best-error: 16.323732982672883 worst-error: 17.509631503254106 SearchModels iteration 86> population: 16, bsize: 64, queue: 57, observed: 5339, best-error: 16.046287933917927 worst-error: 16.88457119420158 SearchModels iteration 87> population: 16, bsize: 64, queue: 56, observed: 5395, best-error: 14.985023747745469 worst-error: 16.376702338241905 SearchModels iteration 88> population: 16, bsize: 64, queue: 57, observed: 5452, best-error: 14.985023747745469 worst-error: 16.05973636062576 SearchModels iteration 89> population: 16, bsize: 64, queue: 60, observed: 5512, best-error: 14.628752176582863 worst-error: 15.468103316821447 SearchModels iteration 90> population: 16, bsize: 64, queue: 58, observed: 5570, best-error: 14.628752176582863 worst-error: 14.985023747745469 SearchModels iteration 91> population: 16, bsize: 64, queue: 60, observed: 5630, best-error: 14.628265367001596 worst-error: 14.720926104151095 SearchModels iteration 92> population: 16, bsize: 64, queue: 56, observed: 5686, best-error: 14.610794860770522 worst-error: 14.64614591054891 SearchModels iteration 93> population: 16, bsize: 64, queue: 61, observed: 5747, best-error: 14.610794860770522 worst-error: 14.628265367001596 SearchModels iteration 94> population: 16, bsize: 64, queue: 62, observed: 5809, best-error: 14.55929519461334 worst-error: 14.615537284690486 SearchModels iteration 95> population: 16, bsize: 64, queue: 57, observed: 5866, best-error: 14.55929519461334 worst-error: 14.611285456382863 SearchModels iteration 96> population: 16, bsize: 64, queue: 57, observed: 5923, best-error: 14.523835650899866 worst-error: 14.608501870589599 SearchModels iteration 97> population: 16, bsize: 64, queue: 55, observed: 5978, best-error: 14.523835650899866 worst-error: 14.572371021274442 SearchModels iteration 98> population: 16, bsize: 64, queue: 56, observed: 6034, best-error: 14.523835650899866 worst-error: 14.55929519461334 SearchModels iteration 99> population: 16, bsize: 64, queue: 59, observed: 6093, best-error: 14.493266793779103 worst-error: 14.546653648992926 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.23473130761015237, 0.3936232774027978, 0.9279304121346945, 0.17893670123297278, 0.09637583038923447] 1 => ([0.305417812646836, 0.9276186068841057, 1.194470568016049, 0.1713505632570028, 0.09270474366664835] => 14.474537100438406) 2 => ([0.3023039485604935, 0.93342168606614, 1.1938251395182609, 0.17124509979659103, 0.09270474366664835] => 14.493266793779103) 3 => ([0.30386088060366473, 0.9351582395095434, 1.1941478537671548, 0.1712978315267969, 0.09270474366664835] => 14.507418107127169) 4 => ([0.30387757621921635, 0.936242332112877, 1.1942714698819201, 0.17130535147647358, 0.09270474366664835] => 14.514307624075398) 5 => ([0.30236363452036763, 0.9368947929529468, 1.194470568016049, 0.1713505632570028, 0.09270474366664835] => 14.514348310464985) 6 => ([0.3040104984932087, 0.9368084880187169, 1.1939832818403953, 0.1712913180156913, 0.09270474366664835] => 14.51527698950396) 7 => ([0.3038522622286452, 0.9370892062047136, 1.1940923358780526, 0.17128721430623678, 0.09270474366664835] => 14.517518829990193) 8 => ([0.30415849297929043, 0.937448337835182, 1.1938564509233174, 0.17129615174629237, 0.09270474366664835] => 14.51784382419941) 9 => ([0.3038907235836018, 0.9368947929529468, 1.194470568016049, 0.1713505632570028, 0.09270474366664835] => 14.519089648681419) 10 => ([0.305417812646836, 0.9368947929529468, 1.194470568016049, 0.1713505632570028, 0.09270474366664835] => 14.523835650899866) 11 => ([0.30397241707679606, 0.9387534015359901, 1.1942984686343876, 0.17133700467589952, 0.09270474366664835] => 14.528115896419921) 12 => ([0.3054027404347466, 0.9383836417011091, 1.194309210891602, 0.17132419739189986, 0.09270474366664835] => 14.530767201844494) 13 => ([0.30542266296883314, 0.9381223734088773, 1.1944857466240395, 0.17134709033756756, 0.09270474366664835] => 14.531028528808207) 14 => ([0.3054345082623876, 0.9379788855562805, 1.194594184130814, 0.17135808320667947, 0.09270474366664835] => 14.531431329860284) 15 => ([0.3057154250224617, 0.9391848912785854, 1.1941791651722116, 0.17134888347649824, 0.09270474366664835] => 14.534577043656105) Test Summary: | Total Time SearchModels.jl | 0 5.8s ===== 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: 167, observed: 1136, best-error: 0.7200000000000003 worst-error: 30.500000000000004 SearchModels iteration 2> population: 16, bsize: 32, queue: 168, observed: 1304, best-error: 0.0031249999999999776 worst-error: 2.7200000000000006 SearchModels iteration 3> population: 16, bsize: 32, queue: 179, observed: 1483, best-error: 0.0 worst-error: 0.37000000000000327 SearchModels iteration 4> population: 16, bsize: 32, queue: 168, observed: 1651, best-error: 0.0 worst-error: 0.06628906250000118 SearchModels iteration 5> population: 16, bsize: 32, queue: 168, observed: 1819, best-error: 0.0 worst-error: 0.020744628906250333 SearchModels iteration 6> population: 16, bsize: 32, queue: 162, observed: 1981, best-error: 0.0 worst-error: 0.004267740249633704 SearchModels iteration 7> population: 16, bsize: 32, queue: 170, observed: 2151, best-error: 0.0 worst-error: 0.001408691406249994 SearchModels iteration 8> population: 16, bsize: 32, queue: 174, observed: 2325, best-error: 0.0 worst-error: 0.0004364365711807983 SearchModels iteration 9> population: 16, bsize: 32, queue: 165, observed: 2490, best-error: 0.0 worst-error: 0.00016340315341952617 SearchModels iteration 10> population: 16, bsize: 32, queue: 175, observed: 2665, best-error: 0.0 worst-error: 5.835819538333479e-5 SearchModels iteration 11> population: 16, bsize: 32, queue: 168, observed: 2833, best-error: 0.0 worst-error: 2.788647791021491e-5 SearchModels iteration 12> population: 16, bsize: 32, queue: 164, observed: 2997, best-error: 0.0 worst-error: 9.775161743164107e-6 SearchModels iteration 13> population: 16, bsize: 32, queue: 174, observed: 3171, best-error: 0.0 worst-error: 3.721309665287549e-6 SearchModels iteration 14> population: 16, bsize: 32, queue: 179, observed: 3350, best-error: 0.0 worst-error: 1.4903381639896907e-6 SearchModels iteration 15> population: 16, bsize: 32, queue: 171, observed: 3521, best-error: 0.0 worst-error: 7.09494615558299e-7 SearchModels iteration 16> population: 16, bsize: 32, queue: 176, observed: 3697, best-error: 0.0 worst-error: 2.474492176580859e-7 SearchModels iteration 17> population: 16, bsize: 32, queue: 172, observed: 3869, best-error: 0.0 worst-error: 9.697210195949689e-8 SearchModels> stop by convergence error=(0.9997886657714844, 0.9995773315429688) => 4.4662355613104626e-8, iter=18 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.9999237060546875, 0.999847412109375) => 5.82076947947853e-9) 3 => ((0.9999031066894531, 0.9998062133789063) => 9.388322442772234e-9) 4 => ((0.9998649597167969, 0.9997299194335938) => 1.8235911342299365e-8) 5 => ((0.99986572265625, 0.9997283935546875) => 1.8972765014606043e-8) 6 => ((0.999847412109375, 0.99969482421875) => 2.3283118575495587e-8) 7 => ((0.9998451232910156, 0.9996902465820312) => 2.3986852522471072e-8) 8 => ((0.9998146057128906, 0.9996292114257812) => 3.437115982965221e-8) 9 => ((0.9998092651367188, 0.9996185302734375) => 3.637992041981514e-8) 10 => ((0.9998085021972656, 0.9996170043945313) => 3.667154293132968e-8) 11 => ((0.9998062133789063, 0.9996124267578125) => 3.7553395539608654e-8) 12 => ((0.9998031616210938, 0.9996063232421875) => 3.874549753060152e-8) 13 => ((0.9998001098632813, 0.9996002197265625) => 3.995622640615901e-8) 14 => ((0.9997940063476562, 0.9995880126953125) => 4.243356486513235e-8) 15 => ((0.9997909545898438, 0.9995819091796875) => 4.370017447623316e-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: 1141, best-error: 0.20000000000000026 worst-error: 21.199999999999996 SearchModels iteration 2> population: 16, bsize: 32, queue: 159, observed: 1300, best-error: 0.20000000000000026 worst-error: 3.4731249999999996 SearchModels iteration 3> population: 16, bsize: 32, queue: 151, observed: 1451, best-error: 0.1699999999999985 worst-error: 0.7744140624999999 SearchModels iteration 4> population: 16, bsize: 32, queue: 153, observed: 1604, best-error: 0.02312500000000006 worst-error: 0.4981249999999999 SearchModels iteration 5> population: 16, bsize: 32, queue: 151, observed: 1755, best-error: 0.02312500000000006 worst-error: 0.3857836914062499 SearchModels iteration 6> population: 16, bsize: 32, queue: 170, observed: 1925, best-error: 0.02312500000000006 worst-error: 0.3355250549316406 SearchModels iteration 7> population: 16, bsize: 32, queue: 172, observed: 2097, best-error: 0.02000000000000048 worst-error: 0.19812500000000277 SearchModels iteration 8> population: 16, bsize: 32, queue: 166, observed: 2263, best-error: 0.014333648681640587 worst-error: 0.050693511962890334 SearchModels iteration 9> population: 16, bsize: 32, queue: 172, observed: 2435, best-error: 0.01062499999999988 worst-error: 0.029104156494139857 SearchModels iteration 10> population: 16, bsize: 32, queue: 177, observed: 2612, best-error: 0.01062499999999988 worst-error: 0.017226715087890653 SearchModels iteration 11> population: 16, bsize: 32, queue: 168, observed: 2780, best-error: 0.01062499999999988 worst-error: 0.012769756913185288 SearchModels iteration 12> population: 16, bsize: 32, queue: 155, observed: 2935, best-error: 0.01040329039096834 worst-error: 0.011435874737799105 SearchModels iteration 13> population: 16, bsize: 32, queue: 148, observed: 3083, best-error: 0.010353699326515175 worst-error: 0.010798496641218677 SearchModels iteration 14> population: 16, bsize: 32, queue: 163, observed: 3246, best-error: 0.010217800177633744 worst-error: 0.010569032060448073 SearchModels iteration 15> population: 16, bsize: 32, queue: 148, observed: 3394, best-error: 0.010217800177633744 worst-error: 0.01040329039096834 SearchModels iteration 16> population: 16, bsize: 32, queue: 140, observed: 3534, best-error: 0.010217800177633744 worst-error: 0.01030145285128129 SearchModels iteration 17> population: 16, bsize: 32, queue: 147, observed: 3681, best-error: 0.010208558829181126 worst-error: 0.010251593626986188 SearchModels iteration 18> population: 16, bsize: 32, queue: 135, observed: 3816, best-error: 0.010208558829181126 worst-error: 0.010227297806530972 SearchModels iteration 19> population: 16, bsize: 32, queue: 145, observed: 3961, best-error: 0.010207395297048264 worst-error: 0.010217178132829782 SearchModels iteration 20> population: 16, bsize: 32, queue: 135, observed: 4096, best-error: 0.010207395297048264 worst-error: 0.010211975617979046 SearchModels iteration 21> population: 16, bsize: 32, queue: 118, observed: 4214, best-error: 0.010207395297048264 worst-error: 0.010209305533132542 SearchModels iteration 22> population: 16, bsize: 32, queue: 112, observed: 4326, best-error: 0.010207395297048264 worst-error: 0.010208098269346353 SearchModels iteration 23> population: 16, bsize: 32, queue: 97, observed: 4423, best-error: 0.010207395297048264 worst-error: 0.010207560185011814 SearchModels iteration 24> population: 16, bsize: 32, queue: 89, observed: 4512, best-error: 0.010207395297048264 worst-error: 0.010207412713878728 SearchModels> stop by convergence error=(1.1009258270263673, 1.2125) => 0.010207396852309042, iter=25 (of 300) 1 => ((1.100927734375, 1.2125) => 0.010207395297048264) 2 => ((1.1009277343750001, 1.2125) => 0.010207395297048267) 3 => ((1.1009273529052734, 1.2125) => 0.010207395325371767) 4 => ((1.1009281158447264, 1.2125) => 0.01020739541008937) 5 => ((1.1009281158447266, 1.2125) => 0.010207395410089373) 6 => ((1.100926971435547, 1.2125) => 0.010207395495059755) 7 => ((1.100928497314453, 1.2125) => 0.01020739566449524) 8 => ((1.1009284973144533, 1.2125) => 0.010207395664495243) 9 => ((1.1009288787841796, 1.2125) => 0.01020739606026601) 10 => ((1.1009288787841798, 1.2125) => 0.010207396060266015) 11 => ((1.1009262084960936, 1.2125) => 0.010207396258528534) 12 => ((1.1009262084960938, 1.2125) => 0.010207396258528538) 13 => ((1.100926208496094, 1.2125) => 0.010207396258528543) 14 => ((1.1009292602539062, 1.2125) => 0.010207396597401856) 15 => ((1.100925827026367, 1.2125) => 0.010207396852309036) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 16.88s PkgEval succeeded after 59.56s