Package evaluation to test SearchModels on Julia 1.10.10 (c8be17dcfd*) started at 2026-02-02T16:13:08.551 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.10` Set-up completed after 5.21s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.10/Project.toml` [0e966ebe] + SearchModels v0.5.0 Updating `~/.julia/environments/v1.10/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 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [56f22d72] + Artifacts [2a0f44e3] + Base64 [ade2ca70] + Dates [8ba89e20] + Distributed [b77e0a4c] + InteractiveUtils [8f399da3] + Libdl [37e2e46d] + LinearAlgebra [d6f4376e] + Markdown [de0858da] + Printf [9a3f8284] + Random [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization [6462fe0b] + Sockets [2f01184e] + SparseArrays v1.10.0 [10745b16] + Statistics v1.10.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs [4ec0a83e] + Unicode [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [4536629a] + OpenBLAS_jll v0.3.23+5 [bea87d4a] + SuiteSparse_jll v7.2.1+1 [8e850b90] + libblastrampoline_jll v5.11.0+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 To see why use `status --outdated -m` Installation completed after 4.88s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 2515.3 ms ✓ SearchModels 1 dependency successfully precompiled in 4 seconds. 17 already precompiled. Precompilation completed after 12.57s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_lYUBFc/Project.toml` [0e966ebe] SearchModels v0.5.0 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed [9a3f8284] Random [8dfed614] Test Status `/tmp/jl_lYUBFc/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 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [56f22d72] Artifacts [2a0f44e3] Base64 [ade2ca70] Dates [8ba89e20] Distributed [b77e0a4c] InteractiveUtils [8f399da3] Libdl [37e2e46d] LinearAlgebra [56ddb016] Logging [d6f4376e] Markdown [de0858da] Printf [9a3f8284] Random [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization [6462fe0b] Sockets [2f01184e] SparseArrays v1.10.0 [10745b16] Statistics v1.10.0 [fa267f1f] TOML v1.0.3 [8dfed614] Test [cf7118a7] UUIDs [4ec0a83e] Unicode [e66e0078] CompilerSupportLibraries_jll v1.1.1+0 [4536629a] OpenBLAS_jll v0.3.23+5 [bea87d4a] SuiteSparse_jll v7.2.1+1 [8e850b90] libblastrampoline_jll v5.11.0+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: 54, observed: 354, best-error: 3261.2039691402792 worst-error: 1.1133551291381242e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 58, observed: 412, best-error: 3261.2039691402792 worst-error: 183964.0465056219 SearchModels iteration 3> population: 16, bsize: 64, queue: 59, observed: 471, best-error: 3261.2039691402792 worst-error: 27560.36156584197 SearchModels iteration 4> population: 16, bsize: 64, queue: 59, observed: 530, best-error: 131.47032873580713 worst-error: 3339.4863908596562 SearchModels iteration 5> population: 16, bsize: 64, queue: 60, observed: 590, best-error: 33.102233136158155 worst-error: 358.8716749639814 SearchModels iteration 6> population: 16, bsize: 64, queue: 62, observed: 652, best-error: 4.172266308373679 worst-error: 72.86710472758425 SearchModels iteration 7> population: 16, bsize: 64, queue: 60, observed: 712, best-error: 1.6382653883583782 worst-error: 9.020480095608013 SearchModels iteration 8> population: 16, bsize: 64, queue: 56, observed: 768, best-error: 1.449317313436979 worst-error: 4.185513313529854 SearchModels iteration 9> population: 16, bsize: 64, queue: 61, observed: 829, best-error: 0.6865117150292843 worst-error: 1.729405508137744 SearchModels iteration 10> population: 16, bsize: 64, queue: 59, observed: 888, best-error: 0.6865117150292843 worst-error: 1.0817970816480906 SearchModels iteration 11> population: 16, bsize: 64, queue: 58, observed: 946, best-error: 0.6158603807640527 worst-error: 0.8440109885568596 SearchModels iteration 12> population: 16, bsize: 64, queue: 59, observed: 1005, best-error: 0.6158603807640527 worst-error: 0.7014606774280822 SearchModels iteration 13> population: 16, bsize: 64, queue: 60, observed: 1065, best-error: 0.6158603807640527 worst-error: 0.6489514797863135 SearchModels iteration 14> population: 16, bsize: 64, queue: 56, observed: 1121, best-error: 0.6130347538676754 worst-error: 0.6292008080713705 SearchModels iteration 15> population: 16, bsize: 64, queue: 60, observed: 1181, best-error: 0.601393815826953 worst-error: 0.6198382717969386 SearchModels iteration 16> population: 16, bsize: 64, queue: 58, observed: 1239, best-error: 0.5898587957675526 worst-error: 0.6152731188354557 SearchModels iteration 17> population: 16, bsize: 64, queue: 59, observed: 1298, best-error: 0.5873322823460264 worst-error: 0.6119198504694964 SearchModels iteration 18> population: 16, bsize: 64, queue: 54, observed: 1352, best-error: 0.5784546216357185 worst-error: 0.5919863485616244 SearchModels iteration 19> population: 16, bsize: 64, queue: 59, observed: 1411, best-error: 0.5784546216357185 worst-error: 0.5873264375341892 SearchModels iteration 20> population: 16, bsize: 64, queue: 59, observed: 1470, best-error: 0.5784546216357185 worst-error: 0.5850675062629832 SearchModels iteration 21> population: 16, bsize: 64, queue: 60, observed: 1530, best-error: 0.5784546216357185 worst-error: 0.5830570526073959 SearchModels iteration 22> population: 16, bsize: 64, queue: 60, observed: 1590, best-error: 0.5784500337902598 worst-error: 0.5817404882496184 SearchModels iteration 23> population: 16, bsize: 64, queue: 59, observed: 1649, best-error: 0.5784500337902598 worst-error: 0.5805141670565793 SearchModels iteration 24> population: 16, bsize: 64, queue: 61, observed: 1710, best-error: 0.5784500337902598 worst-error: 0.5795503371006036 SearchModels iteration 25> population: 16, bsize: 64, queue: 57, observed: 1767, best-error: 0.5784500337902598 worst-error: 0.5792595173943452 SearchModels iteration 26> population: 16, bsize: 64, queue: 56, observed: 1823, best-error: 0.5784500337902598 worst-error: 0.5788414624782459 SearchModels iteration 27> population: 16, bsize: 64, queue: 57, observed: 1880, best-error: 0.5784500337902598 worst-error: 0.5786543006106512 SearchModels iteration 28> population: 16, bsize: 64, queue: 56, observed: 1936, best-error: 0.5784462732339901 worst-error: 0.5785980282425867 SearchModels iteration 29> population: 16, bsize: 64, queue: 58, observed: 1994, best-error: 0.5784462732339901 worst-error: 0.5785027947846915 SearchModels iteration 30> population: 16, bsize: 64, queue: 57, observed: 2051, best-error: 0.5784462732339901 worst-error: 0.578452899935583 SearchModels iteration 31> population: 16, bsize: 64, queue: 58, observed: 2109, best-error: 0.5784462732339901 worst-error: 0.5784499519620525 SearchModels iteration 32> population: 16, bsize: 64, queue: 57, observed: 2166, best-error: 0.5784462732339901 worst-error: 0.5784484094586939 SearchModels iteration 33> population: 16, bsize: 64, queue: 59, observed: 2225, best-error: 0.5784450126682441 worst-error: 0.5784476475175595 SearchModels iteration 34> population: 16, bsize: 64, queue: 59, observed: 2284, best-error: 0.5784450126682441 worst-error: 0.5784471006838432 SearchModels iteration 35> population: 16, bsize: 64, queue: 60, observed: 2344, best-error: 0.5784440125689848 worst-error: 0.5784466154377677 SearchModels iteration 36> population: 16, bsize: 64, queue: 54, observed: 2398, best-error: 0.5784432491647372 worst-error: 0.5784459849421189 SearchModels iteration 37> population: 16, bsize: 64, queue: 56, observed: 2454, best-error: 0.5784432491647372 worst-error: 0.5784449534766015 SearchModels iteration 38> population: 16, bsize: 64, queue: 58, observed: 2512, best-error: 0.5784432491647372 worst-error: 0.5784445362935974 SearchModels iteration 39> population: 16, bsize: 64, queue: 59, observed: 2571, best-error: 0.5784432491647372 worst-error: 0.5784442624907777 SearchModels iteration 40> population: 16, bsize: 64, queue: 51, observed: 2622, best-error: 0.5784432491647372 worst-error: 0.5784437986702188 SearchModels iteration 41> population: 16, bsize: 64, queue: 59, observed: 2681, best-error: 0.5784432491647372 worst-error: 0.5784436498179536 SearchModels iteration 42> population: 16, bsize: 64, queue: 56, observed: 2737, best-error: 0.5784432491647372 worst-error: 0.5784435174498863 SearchModels> stop by convergence error=[0.0017909560485759113, 0.5074446363442521, 0.07108437069239695, 0.6052179076423743, 0.9145532359976465] => 0.5784434227738904, iter=43 (of 100) ===== PolyModel -- poly: [0.020393409682652353, 0.8124428444317449, 0.07212038444168822, 0.6002694730086024, 0.9145422985328943] 1 => ([0.0017937412535614882, 0.5074446363442521, 0.07108437069239695, 0.6052179076423743, 0.9145532359976465] => 0.5784432491647372) 2 => ([0.0017924748266189877, 0.5074446363442521, 0.07108437069239695, 0.6052179076423743, 0.9145532359976465] => 0.5784433281025579) 3 => ([0.00179208323786086, 0.5074446363442521, 0.07108437069239695, 0.6052179076423743, 0.9145532359976465] => 0.5784433525113764) 4 => ([0.0017920260954118654, 0.5074446363442521, 0.07108437069239695, 0.6052179076423743, 0.9145532359976465] => 0.5784433560732117) 5 => ([0.0017919630076367213, 0.5074446363442521, 0.07108437069239695, 0.6052179076423743, 0.9145532359976465] => 0.5784433600056841) 6 => ([0.0017917154375974495, 0.5074446363442521, 0.07108437069239695, 0.6052179076423743, 0.9145532359976465] => 0.5784433754376247) 7 => ([0.0017916172475441763, 0.5074446363442521, 0.07108437069239695, 0.6052179076423743, 0.9145532359976465] => 0.5784433815582306) 8 => ([0.0017915892620471616, 0.5074446363442521, 0.07108437069239695, 0.6052179076423743, 0.9145532359976465] => 0.578443383302642) 9 => ([0.0017914500243896097, 0.5074446363442521, 0.07108437069239695, 0.6052179076423743, 0.9145532359976465] => 0.578443391981953) 10 => ([0.001791392881940615, 0.5074446363442521, 0.07108437069239695, 0.6052179076423743, 0.9145532359976465] => 0.5784433955438808) 11 => ([0.0017913297941654712, 0.5074446363442521, 0.07108437069239695, 0.6052179076423743, 0.9145532359976465] => 0.5784433994764236) 12 => ([0.001791208399676487, 0.5074446363442521, 0.07108437069239695, 0.6052179076423743, 0.9145532359976465] => 0.578443407043501) 13 => ([0.0017911744652582633, 0.5074446363442521, 0.07108437069239695, 0.6052179076423743, 0.9145532359976465] => 0.5784434091588755) 14 => ([0.0017910822241261992, 0.5074446363442521, 0.07108437069239695, 0.6052179076423743, 0.9145532359976465] => 0.5784434149086857) 15 => ([0.001790984034072926, 0.5074446363442521, 0.07108437069239695, 0.6052179076423743, 0.9145532359976465] => 0.5784434210294381) Test Summary: |Time SearchModels.jl | None 5.7s ===== 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: 1150, best-error: 1.2999999999999974 worst-error: 41.62000000000003 SearchModels iteration 2> population: 16, bsize: 32, queue: 165, observed: 1315, best-error: 0.20000000000000026 worst-error: 6.25 SearchModels iteration 3> population: 16, bsize: 32, queue: 168, observed: 1483, best-error: 0.06816406250000014 worst-error: 1.0531250000000005 SearchModels iteration 4> population: 16, bsize: 32, queue: 182, observed: 1665, best-error: 0.003125000000000033 worst-error: 0.2850390625000008 SearchModels iteration 5> population: 16, bsize: 32, queue: 175, observed: 1840, best-error: 0.003125000000000033 worst-error: 0.11213638305664103 SearchModels iteration 6> population: 16, bsize: 32, queue: 181, observed: 2021, best-error: 0.003125000000000033 worst-error: 0.03871337890624932 SearchModels iteration 7> population: 16, bsize: 32, queue: 182, observed: 2203, best-error: 9.775161743162502e-6 worst-error: 0.01040329039096834 SearchModels iteration 8> population: 16, bsize: 32, queue: 183, observed: 2386, best-error: 9.775161743162502e-6 worst-error: 0.0021973038092257136 SearchModels iteration 9> population: 16, bsize: 32, queue: 175, observed: 2561, best-error: 9.775161743162502e-6 worst-error: 0.0005788833298720772 SearchModels iteration 10> population: 16, bsize: 32, queue: 179, observed: 2740, best-error: 1.5259021893132325e-7 worst-error: 0.00010421339422463478 SearchModels iteration 11> population: 16, bsize: 32, queue: 164, observed: 2904, best-error: 4.942706609275402e-30 worst-error: 1.8108249787515108e-5 SearchModels iteration 12> population: 16, bsize: 32, queue: 171, observed: 3075, best-error: 4.942706609275402e-30 worst-error: 4.2637655951798755e-6 SearchModels iteration 13> population: 16, bsize: 32, queue: 165, observed: 3240, best-error: 4.942706609275402e-30 worst-error: 7.72535868236593e-7 SearchModels iteration 14> population: 16, bsize: 32, queue: 160, observed: 3400, best-error: 4.942706609275402e-30 worst-error: 7.212214033108405e-8 SearchModels> stop by convergence error=(1.00010986328125, 1.0002197265625) => 1.2069955135353458e-8, iter=15 (of 300) 1 => ((0.9999999999999999, 1.0) => 4.942706609275402e-30) 2 => ((1.0000244140624999, 1.0000488281250002) => 5.960464832744965e-10) 3 => ((1.0000244140624999, 1.000048828125) => 5.960464832745229e-10) 4 => ((1.00003662109375, 1.0000732421875) => 1.3411046872958687e-9) 5 => ((1.00003662109375, 1.0000732421874998) => 1.3411046872959282e-9) 6 => ((0.9999633789062499, 0.9999267578125001) => 1.3411046873121019e-9) 7 => ((1.0000488281249997, 1.00009765625) => 2.3841863594235553e-9) 8 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 9 => ((0.9999511718749998, 0.99990234375) => 2.3841863594669765e-9) 10 => ((1.00006103515625, 1.0001220703125) => 3.725291686240695e-9) 11 => ((1.0000732421874998, 1.000146484375) => 5.364420907456729e-9) 12 => ((1.0000732421875, 1.000146484375) => 5.364420907489732e-9) 13 => ((1.0000854492187499, 1.0001708984375) => 7.301574316253106e-9) 14 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) 15 => ((1.00009765625, 1.0001953124999998) => 9.536752258992187e-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: 174, observed: 1135, best-error: 0.9000000000000015 worst-error: 15.52 SearchModels iteration 2> population: 16, bsize: 32, queue: 147, observed: 1282, best-error: 0.0031249999999999776 worst-error: 2.9000000000000004 SearchModels iteration 3> population: 16, bsize: 32, queue: 154, observed: 1436, best-error: 0.0031249999999999776 worst-error: 1.8731250000000002 SearchModels iteration 4> population: 16, bsize: 32, queue: 164, observed: 1600, best-error: 0.0031249999999999776 worst-error: 0.8200000000000034 SearchModels iteration 5> population: 16, bsize: 32, queue: 170, observed: 1770, best-error: 0.0016040039062500842 worst-error: 0.33355712890624933 SearchModels iteration 6> population: 16, bsize: 32, queue: 177, observed: 1947, best-error: 0.0016040039062500842 worst-error: 0.07680435180664096 SearchModels iteration 7> population: 16, bsize: 32, queue: 176, observed: 2123, best-error: 0.0016040039062500842 worst-error: 0.02890624999999996 SearchModels iteration 8> population: 16, bsize: 32, queue: 174, observed: 2297, best-error: 0.0016040039062500842 worst-error: 0.0077563476562497805 SearchModels iteration 9> population: 16, bsize: 32, queue: 181, observed: 2478, best-error: 0.0008054918423293526 worst-error: 0.0030276114121079636 SearchModels iteration 10> population: 16, bsize: 32, queue: 183, observed: 2661, best-error: 0.00024508495116605256 worst-error: 0.0013476101332344282 SearchModels iteration 11> population: 16, bsize: 32, queue: 182, observed: 2843, best-error: 0.00024508495116605256 worst-error: 0.0007757097482681037 SearchModels iteration 12> population: 16, bsize: 32, queue: 171, observed: 3014, best-error: 2.3033136967585922e-5 worst-error: 0.0005503097690233971 SearchModels iteration 13> population: 16, bsize: 32, queue: 169, observed: 3183, best-error: 1.6292938750024252e-6 worst-error: 0.00024594325805085427 SearchModels iteration 14> population: 16, bsize: 32, queue: 177, observed: 3360, best-error: 1.373479608446449e-6 worst-error: 7.510545011686555e-6 SearchModels iteration 15> population: 16, bsize: 32, queue: 181, observed: 3541, best-error: 1.9327889333388694e-7 worst-error: 2.357035325571159e-6 SearchModels iteration 16> population: 16, bsize: 32, queue: 190, observed: 3731, best-error: 1.9327889333388694e-7 worst-error: 1.0316904065257658e-6 SearchModels iteration 17> population: 16, bsize: 32, queue: 180, observed: 3911, best-error: 1.6310855727621852e-7 worst-error: 4.926939143092002e-7 SearchModels iteration 18> population: 16, bsize: 32, queue: 168, observed: 4079, best-error: 1.6310855727621852e-7 worst-error: 2.5310759843985636e-7 SearchModels> stop by convergence error=(1.0004051208496094, 1.0008216857910157) => 1.768466726133342e-7, iter=19 (of 300) 1 => ((1.000311279296875, 1.0006256103515625) => 9.776792220493732e-8) 2 => ((1.0003501892089843, 1.0006988525390623) => 1.2290424106887516e-7) 3 => ((1.0003509521484375, 1.000696563720703) => 1.2615265988638074e-7) 4 => ((1.0003669738769532, 1.000732421875) => 1.3494556857542047e-7) 5 => ((1.000348663330078, 1.0007171630859375) => 1.604336868969248e-7) 6 => ((1.00040283203125, 1.0008087158203125) => 1.6310855727621852e-7) 7 => ((1.0003570556640624, 1.0007339477539061) => 1.6633296713989996e-7) 8 => ((1.0004058837890626, 1.0008056640624998) => 1.6867075515121147e-7) 9 => ((1.0004112243652343, 1.0008255004882811) => 1.6993644701021882e-7) 10 => ((1.0004112243652343, 1.0008255004882813) => 1.6993644701034683e-7) 11 => ((1.0002777099609375, 1.00052490234375) => 1.7072639500966477e-7) 12 => ((1.000390625, 1.0007675170898436) => 1.7186859622681097e-7) 13 => ((1.0003654479980468, 1.0007507324218747) => 1.7237256185687137e-7) 14 => ((1.0003654479980468, 1.000750732421875) => 1.7237256185774635e-7) 15 => ((1.000407409667969, 1.0008056640624998) => 1.7467121903736822e-7) Test Summary: |Time SearchModels.jl | None 1.8s Testing SearchModels tests passed Testing completed after 12.43s PkgEval succeeded after 37.88s