Package evaluation of SearchModels on Julia 1.13.0-DEV.1035 (d28a587c89*) started at 2025-08-24T13:57:05.219 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.19s ################################################################################ # 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 v4.18.0 [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 v1.2.2 [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 v5.13.1+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 To see why use `status --outdated -m` Installation completed after 1.21s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 22.77s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_BcNZdR/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_BcNZdR/Manifest.toml` [34da2185] Compat v4.18.0 [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 v1.2.2 [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 v5.13.1+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: 60, observed: 360, best-error: 7113.101290660752 worst-error: 3.120430361848042e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 62, observed: 422, best-error: 1800.588694173391 worst-error: 161434.8797240482 SearchModels iteration 3> population: 16, bsize: 64, queue: 60, observed: 482, best-error: 1699.308820163433 worst-error: 19827.40145916946 SearchModels iteration 4> population: 16, bsize: 64, queue: 62, observed: 544, best-error: 30.517936793828145 worst-error: 1842.1229122112568 SearchModels iteration 5> population: 16, bsize: 64, queue: 61, observed: 605, best-error: 30.517936793828145 worst-error: 327.01275115877974 SearchModels iteration 6> population: 16, bsize: 64, queue: 61, observed: 666, best-error: 1.2279794226683207 worst-error: 48.10551989916963 SearchModels iteration 7> population: 16, bsize: 64, queue: 59, observed: 725, best-error: 0.7827131246021902 worst-error: 14.979729155794821 SearchModels iteration 8> population: 16, bsize: 64, queue: 60, observed: 785, best-error: 0.5627107469292696 worst-error: 4.564350741863203 SearchModels iteration 9> population: 16, bsize: 64, queue: 56, observed: 841, best-error: 0.18921014462087812 worst-error: 1.750910089723202 SearchModels iteration 10> population: 16, bsize: 64, queue: 56, observed: 897, best-error: 0.057348191681074155 worst-error: 0.706351359411254 SearchModels iteration 11> population: 16, bsize: 64, queue: 57, observed: 954, best-error: 0.02069623615403036 worst-error: 0.2505780557731623 SearchModels iteration 12> population: 16, bsize: 64, queue: 56, observed: 1010, best-error: 0.013212306833229439 worst-error: 0.1039052051128551 SearchModels iteration 13> population: 16, bsize: 64, queue: 56, observed: 1066, best-error: 0.013212306833229439 worst-error: 0.045572890653767635 SearchModels iteration 14> population: 16, bsize: 64, queue: 55, observed: 1121, best-error: 0.010501794722508439 worst-error: 0.023906114865569112 SearchModels iteration 15> population: 16, bsize: 64, queue: 60, observed: 1181, best-error: 0.010501794722508439 worst-error: 0.015196490803611504 SearchModels iteration 16> population: 16, bsize: 64, queue: 59, observed: 1240, best-error: 0.010040323537360308 worst-error: 0.012893657584457038 SearchModels iteration 17> population: 16, bsize: 64, queue: 58, observed: 1298, best-error: 0.01003297815626254 worst-error: 0.01116897265821413 SearchModels iteration 18> population: 16, bsize: 64, queue: 56, observed: 1354, best-error: 0.009969605436475742 worst-error: 0.010501794722508439 SearchModels iteration 19> population: 16, bsize: 64, queue: 58, observed: 1412, best-error: 0.009969247434036288 worst-error: 0.010188281585129752 SearchModels iteration 20> population: 16, bsize: 64, queue: 57, observed: 1469, best-error: 0.009961739278720015 worst-error: 0.010031662122402783 SearchModels iteration 21> population: 16, bsize: 64, queue: 56, observed: 1525, best-error: 0.009959815834109126 worst-error: 0.009970171636561182 SearchModels iteration 22> population: 16, bsize: 64, queue: 60, observed: 1585, best-error: 0.00995923055444725 worst-error: 0.009961719963088712 SearchModels iteration 23> population: 16, bsize: 64, queue: 60, observed: 1645, best-error: 0.009959134780843988 worst-error: 0.009959605272230445 SearchModels iteration 24> population: 16, bsize: 64, queue: 59, observed: 1704, best-error: 0.009959134780843988 worst-error: 0.009959204141043463 SearchModels> stop by convergence error=[0.48620940258255607, 0.27182248101330797, 0.5390045428591876, 0.7940069083584314, 0.9748555836471355] => 0.009959150935286928, iter=25 (of 100) ===== PolyModel -- poly: [0.5667460652554488, 0.24092417237505503, 0.5349161819774428, 0.7945471950862616, 0.9748836414557507] 1 => ([0.48635899179105224, 0.2718201405118933, 0.5390083118486899, 0.794006837713373, 0.9748555219762297] => 0.00995912287523144) 2 => ([0.48629766081211034, 0.2718201405118933, 0.5390083118486899, 0.794006837713373, 0.9748555219762297] => 0.009959124940296767) 3 => ([0.48629634143368966, 0.2718201405118933, 0.5390083118486899, 0.794006837713373, 0.9748555219762297] => 0.00995912506737892) 4 => ([0.4863369022613157, 0.27182248101330797, 0.5390045428591876, 0.7940069083584314, 0.9748555836471355] => 0.009959132299496647) 5 => ([0.486335582882895, 0.27182248101330797, 0.5390045428591876, 0.7940069083584314, 0.9748555836471355] => 0.009959132325863547) 6 => ([0.4863969138618369, 0.27182248101330797, 0.5390045428591876, 0.7940069083584314, 0.9748555836471355] => 0.009959134780843988) 7 => ([0.4863995526186783, 0.27182248101330797, 0.5390045428591876, 0.7940069083584314, 0.9748555836471355] => 0.009959135055267047) 8 => ([0.4862336910763271, 0.2718201405118933, 0.5390083118486899, 0.794006837713373, 0.9748555219762297] => 0.009959135109663078) 9 => ([0.4862332512835202, 0.2718201405118933, 0.5390083118486899, 0.794006837713373, 0.9748555219762297] => 0.009959135207888123) 10 => ([0.4862742519039531, 0.27182248101330797, 0.5390045428591876, 0.7940069083584314, 0.9748555836471355] => 0.009959137393863726) 11 => ([0.48627337231833934, 0.27182248101330797, 0.5390045428591876, 0.7940069083584314, 0.9748555836471355] => 0.009959137521256295) 12 => ([0.48627161314711176, 0.27182248101330797, 0.5390045428591876, 0.7940069083584314, 0.9748555836471355] => 0.009959137780711353) 13 => ([0.48627117335430486, 0.27182248101330797, 0.5390045428591876, 0.7940069083584314, 0.9748555836471355] => 0.009959137846528916) 14 => ([0.4861957690055424, 0.27181780001047867, 0.5390120808381922, 0.7940067670683146, 0.9748554603053239] => 0.009959147400468467) 15 => ([0.486209842375363, 0.27182248101330797, 0.5390045428591876, 0.7940069083584314, 0.9748555836471355] => 0.00995915081512794) Test Summary: | Total Time SearchModels.jl | 0 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: 168, observed: 1144, best-error: 0.49999999999999994 worst-error: 12.500000000000007 SearchModels iteration 2> population: 16, bsize: 32, queue: 152, observed: 1296, best-error: 0.0 worst-error: 4.8999999999999995 SearchModels iteration 3> population: 16, bsize: 32, queue: 128, observed: 1424, best-error: 0.0 worst-error: 2.1199999999999997 SearchModels iteration 4> population: 16, bsize: 32, queue: 131, observed: 1555, best-error: 0.0 worst-error: 1.0 SearchModels iteration 5> population: 16, bsize: 32, queue: 144, observed: 1699, best-error: 0.0 worst-error: 0.5967211914062501 SearchModels iteration 6> population: 16, bsize: 32, queue: 136, observed: 1835, best-error: 0.0 worst-error: 0.44265625000000014 SearchModels iteration 7> population: 16, bsize: 32, queue: 132, observed: 1967, best-error: 0.0 worst-error: 0.39941406250000006 SearchModels iteration 8> population: 16, bsize: 32, queue: 129, observed: 2096, best-error: 0.0 worst-error: 0.3842407226562501 SearchModels iteration 9> population: 16, bsize: 32, queue: 117, observed: 2213, best-error: 0.0 worst-error: 0.37623291015625004 SearchModels iteration 10> population: 16, bsize: 32, queue: 89, observed: 2302, best-error: 0.0 worst-error: 0.3700782775878906 SearchModels iteration 11> population: 16, bsize: 32, queue: 77, observed: 2379, best-error: 0.0 worst-error: 0.06187744140624971 SearchModels iteration 12> population: 16, bsize: 32, queue: 72, observed: 2451, best-error: 0.0 worst-error: 0.019686027802527286 SearchModels iteration 13> population: 16, bsize: 32, queue: 74, observed: 2525, best-error: 0.0 worst-error: 0.005501771459967408 SearchModels iteration 14> population: 16, bsize: 32, queue: 76, observed: 2601, best-error: 0.0 worst-error: 0.0027805389369405585 SearchModels iteration 15> population: 16, bsize: 32, queue: 81, observed: 2682, best-error: 0.0 worst-error: 0.0012368801842966952 SearchModels iteration 16> population: 16, bsize: 32, queue: 71, observed: 2753, best-error: 0.0 worst-error: 0.00048347434511075704 SearchModels iteration 17> population: 16, bsize: 32, queue: 86, observed: 2839, best-error: 0.0 worst-error: 0.0002522594218868357 SearchModels iteration 18> population: 16, bsize: 32, queue: 79, observed: 2918, best-error: 0.0 worst-error: 9.318580614794999e-5 SearchModels iteration 19> population: 16, bsize: 32, queue: 90, observed: 3008, best-error: 0.0 worst-error: 4.3546095419022875e-5 SearchModels iteration 20> population: 16, bsize: 32, queue: 81, observed: 3089, best-error: 0.0 worst-error: 1.9897279815584314e-5 SearchModels iteration 21> population: 16, bsize: 32, queue: 93, observed: 3182, best-error: 0.0 worst-error: 8.248558896445605e-6 SearchModels iteration 22> population: 16, bsize: 32, queue: 88, observed: 3270, best-error: 0.0 worst-error: 4.31675485083432e-6 SearchModels iteration 23> population: 16, bsize: 32, queue: 84, observed: 3354, best-error: 0.0 worst-error: 1.8695668945497865e-6 SearchModels iteration 24> population: 16, bsize: 32, queue: 82, observed: 3436, best-error: 0.0 worst-error: 7.319510954106309e-7 SearchModels iteration 25> population: 16, bsize: 32, queue: 84, observed: 3520, best-error: 0.0 worst-error: 3.195330163223996e-7 SearchModels iteration 26> population: 16, bsize: 32, queue: 90, observed: 3610, best-error: 0.0 worst-error: 1.415366328136512e-7 SearchModels> stop by convergence error=(0.9999880075454712, 1.0) => 5.767071532056385e-8, iter=27 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.9999948501586914, 1.0) => 1.0634812435781658e-8) 3 => ((0.9999935388565063, 1.0) => 1.6740188582010033e-8) 4 => ((0.9999931812286377, 1.0) => 1.864462598237497e-8) 5 => ((0.9999929428100586, 1.0) => 1.9971235287534783e-8) 6 => ((0.9999918937683105, 1.0) => 2.6349894806461578e-8) 7 => ((0.9999917984008789, 1.0) => 2.697353680956136e-8) 8 => ((0.999990725517273, 1.0) => 3.449210887030345e-8) 9 => ((0.9999897003173828, 1.0) => 4.253903121897397e-8) 10 => ((0.999989676475525, 1.0) => 4.27361981008864e-8) 11 => ((0.999989652633667, 1.0) => 4.293382085396216e-8) 12 => ((0.9999888420104981, 1.0) => 4.992423694996323e-8) 13 => ((0.9999883890151977, 1.0) => 5.406017606783112e-8) 14 => ((0.9999881982803345, 1.0) => 5.5850857914304184e-8) 15 => ((0.9999881744384765, 1.0) => 5.607674455222846e-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: 176, observed: 1146, best-error: 0.0999999999999996 worst-error: 22.099999999999994 SearchModels iteration 2> population: 16, bsize: 32, queue: 163, observed: 1309, best-error: 0.0031249999999999776 worst-error: 2.12000000000001 SearchModels iteration 3> population: 16, bsize: 32, queue: 172, observed: 1481, best-error: 0.0031249999999999776 worst-error: 0.28250000000000053 SearchModels iteration 4> population: 16, bsize: 32, queue: 179, observed: 1660, best-error: 0.0031249999999999776 worst-error: 0.09999999999999976 SearchModels iteration 5> population: 16, bsize: 32, queue: 170, observed: 1830, best-error: 0.0031249999999999776 worst-error: 0.02441406250000025 SearchModels iteration 6> population: 16, bsize: 32, queue: 175, observed: 2005, best-error: 0.0031249999999999776 worst-error: 0.014354104995727597 SearchModels iteration 7> population: 16, bsize: 32, queue: 170, observed: 2175, best-error: 0.001178903579711932 worst-error: 0.0053248596191404 SearchModels iteration 8> population: 16, bsize: 32, queue: 180, observed: 2355, best-error: 0.00015869140625001388 worst-error: 0.0021998596191409275 SearchModels iteration 9> population: 16, bsize: 32, queue: 179, observed: 2534, best-error: 6.567303091286829e-5 worst-error: 0.0004179477691650742 SearchModels iteration 10> population: 16, bsize: 32, queue: 177, observed: 2711, best-error: 6.103888154033045e-7 worst-error: 6.567303091286829e-5 SearchModels iteration 11> population: 16, bsize: 32, queue: 178, observed: 2889, best-error: 6.103888154033045e-7 worst-error: 1.0538101196281516e-5 SearchModels iteration 12> population: 16, bsize: 32, queue: 181, observed: 3070, best-error: 2.761931682421092e-7 worst-error: 1.8661272861209217e-6 SearchModels iteration 13> population: 16, bsize: 32, queue: 183, observed: 3253, best-error: 0.0 worst-error: 2.596667496823558e-7 SearchModels iteration 14> population: 16, bsize: 32, queue: 163, observed: 3416, best-error: 0.0 worst-error: 1.7279526787440266e-8 SearchModels> stop by convergence error=(0.999981689453125, 0.999969482421875) => 4.060157163822394e-9, iter=15 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0000000000000002, 1.0) => 1.9770826437101608e-29) 3 => ((0.9999877929687502, 0.9999755859375) => 1.490116141545948e-10) 4 => ((0.99998779296875, 0.9999755859375) => 1.4901161416000258e-10) 5 => ((1.0000122070312503, 1.0000244140625) => 1.4901161416544344e-10) 6 => ((0.9999755859375001, 0.999951171875) => 5.960464832745626e-10) 7 => ((0.9999755859375, 0.999951171875) => 5.960464832799572e-10) 8 => ((0.999951171875, 0.9999023437500001) => 2.3841863594454512e-9) 9 => ((1.0, 1.000006103515625) => 3.725290298353494e-9) 10 => ((1.0, 1.0000061035156251) => 3.725290298624544e-9) 11 => ((0.99993896484375, 0.9998779296875001) => 3.725291686240612e-9) 12 => ((0.99993896484375, 0.9998779296875) => 3.725291686240695e-9) 13 => ((0.9999938964843751, 0.999993896484375) => 3.762497726648562e-9) 14 => ((0.9999877929687502, 0.9999816894531252) => 3.874120013470152e-9) 15 => ((1.00001220703125, 1.000030517578125) => 3.8741200134755736e-9) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 21.19s PkgEval succeeded after 65.91s