Package evaluation of SearchModels on Julia 1.13.0-DEV.1191 (63a270f4d4*) started at 2025-09-23T06:54:10.092 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.12s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 1.08s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 23.29s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_rSWFx5/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_rSWFx5/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: 58, observed: 358, best-error: 15057.661435422233 worst-error: 135264.78709805015 SearchModels iteration 2> population: 16, bsize: 64, queue: 61, observed: 419, best-error: 5581.9875271080655 worst-error: 66795.23606102953 SearchModels iteration 3> population: 16, bsize: 64, queue: 57, observed: 476, best-error: 924.2756053123153 worst-error: 10122.104403429867 SearchModels iteration 4> population: 16, bsize: 64, queue: 56, observed: 532, best-error: 141.77861303589535 worst-error: 2311.673380962507 SearchModels iteration 5> population: 16, bsize: 64, queue: 61, observed: 593, best-error: 141.77861303589535 worst-error: 766.9078669646466 SearchModels iteration 6> population: 16, bsize: 64, queue: 57, observed: 650, best-error: 101.56288371386121 worst-error: 250.77167798184078 SearchModels iteration 7> population: 16, bsize: 64, queue: 59, observed: 709, best-error: 101.39648387794837 worst-error: 129.01764112425627 SearchModels iteration 8> population: 16, bsize: 64, queue: 56, observed: 765, best-error: 73.63642489983519 worst-error: 101.10494308620368 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 823, best-error: 73.63642489983519 worst-error: 82.79903512383753 SearchModels iteration 10> population: 16, bsize: 64, queue: 55, observed: 878, best-error: 73.63642489983519 worst-error: 76.51823356635012 SearchModels iteration 11> population: 16, bsize: 64, queue: 54, observed: 932, best-error: 73.63642489983519 worst-error: 74.24754697967963 SearchModels iteration 12> population: 16, bsize: 64, queue: 59, observed: 991, best-error: 73.40326911150495 worst-error: 73.85228809323732 SearchModels iteration 13> population: 16, bsize: 64, queue: 61, observed: 1052, best-error: 73.32706369169092 worst-error: 73.55990906337226 SearchModels iteration 14> population: 16, bsize: 64, queue: 57, observed: 1109, best-error: 73.27827767010554 worst-error: 73.43734740293624 SearchModels iteration 15> population: 16, bsize: 64, queue: 58, observed: 1167, best-error: 73.24537142220714 worst-error: 73.33810615751469 SearchModels iteration 16> population: 16, bsize: 64, queue: 57, observed: 1224, best-error: 73.02395190508929 worst-error: 73.29242424987065 SearchModels iteration 17> population: 16, bsize: 64, queue: 55, observed: 1279, best-error: 72.88563493895919 worst-error: 73.25631758765758 SearchModels iteration 18> population: 16, bsize: 64, queue: 53, observed: 1332, best-error: 72.87234120612027 worst-error: 73.1306541306824 SearchModels iteration 19> population: 16, bsize: 64, queue: 56, observed: 1388, best-error: 72.53996380753316 worst-error: 73.01547122729212 SearchModels iteration 20> population: 16, bsize: 64, queue: 59, observed: 1447, best-error: 72.43082250608053 worst-error: 72.9388219004252 SearchModels iteration 21> population: 16, bsize: 64, queue: 61, observed: 1508, best-error: 72.43082250608053 worst-error: 72.7236982137663 SearchModels iteration 22> population: 16, bsize: 64, queue: 60, observed: 1568, best-error: 72.2631573957475 worst-error: 72.5979996788553 SearchModels iteration 23> population: 16, bsize: 64, queue: 60, observed: 1628, best-error: 72.2631573957475 worst-error: 72.50225345432183 SearchModels iteration 24> population: 16, bsize: 64, queue: 62, observed: 1690, best-error: 72.23426893551313 worst-error: 72.41178768767011 SearchModels iteration 25> population: 16, bsize: 64, queue: 60, observed: 1750, best-error: 72.23426893551313 worst-error: 72.33905576170335 SearchModels iteration 26> population: 16, bsize: 64, queue: 61, observed: 1811, best-error: 72.19202151290435 worst-error: 72.28386723151186 SearchModels iteration 27> population: 16, bsize: 64, queue: 59, observed: 1870, best-error: 72.07522765723834 worst-error: 72.24629068776007 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1928, best-error: 72.07522765723834 worst-error: 72.1799093139261 SearchModels iteration 29> population: 16, bsize: 64, queue: 61, observed: 1989, best-error: 71.92740720791608 worst-error: 72.1339565672514 SearchModels iteration 30> population: 16, bsize: 64, queue: 62, observed: 2051, best-error: 71.9152431312153 worst-error: 72.10192843314417 SearchModels iteration 31> population: 16, bsize: 64, queue: 57, observed: 2108, best-error: 71.86615068366714 worst-error: 72.02951326110312 SearchModels iteration 32> population: 16, bsize: 64, queue: 61, observed: 2169, best-error: 71.80369135311382 worst-error: 71.972197398556 SearchModels iteration 33> population: 16, bsize: 64, queue: 62, observed: 2231, best-error: 71.80369135311382 worst-error: 71.89062631503987 SearchModels iteration 34> population: 16, bsize: 64, queue: 60, observed: 2291, best-error: 71.62767849681022 worst-error: 71.84713046383679 SearchModels iteration 35> population: 16, bsize: 64, queue: 56, observed: 2347, best-error: 71.62767849681022 worst-error: 71.80369135311382 SearchModels iteration 36> population: 16, bsize: 64, queue: 60, observed: 2407, best-error: 71.56251255094547 worst-error: 71.68926803384015 SearchModels iteration 37> population: 16, bsize: 64, queue: 58, observed: 2465, best-error: 71.42739203432615 worst-error: 71.6583876653658 SearchModels iteration 38> population: 16, bsize: 64, queue: 60, observed: 2525, best-error: 71.42739203432615 worst-error: 71.61515510407504 SearchModels iteration 39> population: 16, bsize: 64, queue: 56, observed: 2581, best-error: 71.42739203432615 worst-error: 71.5332105520242 SearchModels iteration 40> population: 16, bsize: 64, queue: 61, observed: 2642, best-error: 71.3460630440331 worst-error: 71.49670897206902 SearchModels iteration 41> population: 16, bsize: 64, queue: 60, observed: 2702, best-error: 71.3460630440331 worst-error: 71.45956891259024 SearchModels iteration 42> population: 16, bsize: 64, queue: 62, observed: 2764, best-error: 71.3460630440331 worst-error: 71.39765779306275 SearchModels iteration 43> population: 16, bsize: 64, queue: 60, observed: 2824, best-error: 71.23479230583413 worst-error: 71.36826623081119 SearchModels iteration 44> population: 16, bsize: 64, queue: 60, observed: 2884, best-error: 71.1261908580203 worst-error: 71.31808225514058 SearchModels iteration 45> population: 16, bsize: 64, queue: 61, observed: 2945, best-error: 71.05303196273887 worst-error: 71.2519559276876 SearchModels iteration 46> population: 16, bsize: 64, queue: 58, observed: 3003, best-error: 71.05303196273887 worst-error: 71.19603130792595 SearchModels iteration 47> population: 16, bsize: 64, queue: 55, observed: 3058, best-error: 71.05303196273887 worst-error: 71.16077475725078 SearchModels iteration 48> population: 16, bsize: 64, queue: 59, observed: 3117, best-error: 70.97292051810265 worst-error: 71.13417025001955 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3175, best-error: 70.94644112718007 worst-error: 71.08828548940956 SearchModels iteration 50> population: 16, bsize: 64, queue: 59, observed: 3234, best-error: 70.92208341351552 worst-error: 71.03862126496081 SearchModels iteration 51> population: 16, bsize: 64, queue: 58, observed: 3292, best-error: 70.89631168741926 worst-error: 70.98158467381006 SearchModels iteration 52> population: 16, bsize: 64, queue: 58, observed: 3350, best-error: 70.8246299813092 worst-error: 70.9505855407077 SearchModels iteration 53> population: 16, bsize: 64, queue: 55, observed: 3405, best-error: 70.81959987279751 worst-error: 70.92208341351552 SearchModels iteration 54> population: 16, bsize: 64, queue: 56, observed: 3461, best-error: 70.78170486444732 worst-error: 70.87573230958053 SearchModels iteration 55> population: 16, bsize: 64, queue: 58, observed: 3519, best-error: 70.76368870187453 worst-error: 70.83739880773413 SearchModels iteration 56> population: 16, bsize: 64, queue: 56, observed: 3575, best-error: 70.73243574008211 worst-error: 70.80316302416308 SearchModels iteration 57> population: 16, bsize: 64, queue: 58, observed: 3633, best-error: 70.70670913097808 worst-error: 70.77577901842889 SearchModels iteration 58> population: 16, bsize: 64, queue: 58, observed: 3691, best-error: 70.63754930799945 worst-error: 70.76118658870038 SearchModels iteration 59> population: 16, bsize: 64, queue: 61, observed: 3752, best-error: 70.63754930799945 worst-error: 70.73243574008211 SearchModels iteration 60> population: 16, bsize: 64, queue: 58, observed: 3810, best-error: 70.60174112089811 worst-error: 70.67897607103652 SearchModels iteration 61> population: 16, bsize: 64, queue: 58, observed: 3868, best-error: 70.5819583292276 worst-error: 70.66398249636939 SearchModels iteration 62> population: 16, bsize: 64, queue: 56, observed: 3924, best-error: 70.51749878636919 worst-error: 70.63725916568882 SearchModels iteration 63> population: 16, bsize: 64, queue: 57, observed: 3981, best-error: 70.46966170616186 worst-error: 70.60969615484183 SearchModels iteration 64> population: 16, bsize: 64, queue: 62, observed: 4043, best-error: 70.46966170616186 worst-error: 70.58103858728437 SearchModels iteration 65> population: 16, bsize: 64, queue: 59, observed: 4102, best-error: 70.46966170616186 worst-error: 70.54288517239446 SearchModels iteration 66> population: 16, bsize: 64, queue: 60, observed: 4162, best-error: 70.41492182993825 worst-error: 70.5134171892798 SearchModels iteration 67> population: 16, bsize: 64, queue: 59, observed: 4221, best-error: 70.36373744536088 worst-error: 70.48704196685154 SearchModels iteration 68> population: 16, bsize: 64, queue: 54, observed: 4275, best-error: 70.33935189246651 worst-error: 70.43620820721192 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4334, best-error: 70.33935189246651 worst-error: 70.39815457758245 SearchModels iteration 70> population: 16, bsize: 64, queue: 62, observed: 4396, best-error: 70.30330210614909 worst-error: 70.36757850155885 SearchModels iteration 71> population: 16, bsize: 64, queue: 60, observed: 4456, best-error: 70.20187481275138 worst-error: 70.33873187937854 SearchModels iteration 72> population: 16, bsize: 64, queue: 57, observed: 4513, best-error: 70.20187481275138 worst-error: 70.30330210614909 SearchModels iteration 73> population: 16, bsize: 64, queue: 57, observed: 4570, best-error: 70.18285464088424 worst-error: 70.26099843236918 SearchModels iteration 74> population: 16, bsize: 64, queue: 63, observed: 4633, best-error: 70.09990363494154 worst-error: 70.22172917778329 SearchModels iteration 75> population: 16, bsize: 64, queue: 61, observed: 4694, best-error: 70.09990363494154 worst-error: 70.19580996885436 SearchModels iteration 76> population: 16, bsize: 64, queue: 62, observed: 4756, best-error: 70.06254293432367 worst-error: 70.15879187944259 SearchModels iteration 77> population: 16, bsize: 64, queue: 58, observed: 4814, best-error: 70.06254293432367 worst-error: 70.12943342801442 SearchModels iteration 78> population: 16, bsize: 64, queue: 60, observed: 4874, best-error: 70.00217433357221 worst-error: 70.09953311688952 SearchModels iteration 79> population: 16, bsize: 64, queue: 61, observed: 4935, best-error: 69.92575754153461 worst-error: 70.05083177194703 SearchModels iteration 80> population: 16, bsize: 64, queue: 60, observed: 4995, best-error: 69.91149463862284 worst-error: 69.98609572015494 SearchModels iteration 81> population: 16, bsize: 64, queue: 57, observed: 5052, best-error: 69.91149463862284 worst-error: 69.94642086999197 SearchModels iteration 82> population: 16, bsize: 64, queue: 57, observed: 5109, best-error: 69.85373145715944 worst-error: 69.9309112157224 SearchModels iteration 83> population: 16, bsize: 64, queue: 56, observed: 5165, best-error: 69.8467439385546 worst-error: 69.92414993864115 SearchModels iteration 84> population: 16, bsize: 64, queue: 57, observed: 5222, best-error: 69.8467439385546 worst-error: 69.88655409578126 SearchModels iteration 85> population: 16, bsize: 64, queue: 60, observed: 5282, best-error: 69.79989246957986 worst-error: 69.86543063974662 SearchModels iteration 86> population: 16, bsize: 64, queue: 58, observed: 5340, best-error: 69.7439844351962 worst-error: 69.83884923648758 SearchModels iteration 87> population: 16, bsize: 64, queue: 60, observed: 5400, best-error: 69.7439844351962 worst-error: 69.80493884477119 SearchModels iteration 88> population: 16, bsize: 64, queue: 56, observed: 5456, best-error: 69.71073829129688 worst-error: 69.77489761311227 SearchModels iteration 89> population: 16, bsize: 64, queue: 58, observed: 5514, best-error: 69.69172060281299 worst-error: 69.74492357611003 SearchModels iteration 90> population: 16, bsize: 64, queue: 62, observed: 5576, best-error: 69.69172060281299 worst-error: 69.72420872552038 SearchModels iteration 91> population: 16, bsize: 64, queue: 60, observed: 5636, best-error: 69.69172060281299 worst-error: 69.71049374327879 SearchModels iteration 92> population: 16, bsize: 64, queue: 61, observed: 5697, best-error: 69.6395366947384 worst-error: 69.7030035657512 SearchModels iteration 93> population: 16, bsize: 64, queue: 57, observed: 5754, best-error: 69.6395366947384 worst-error: 69.69677253573406 SearchModels iteration 94> population: 16, bsize: 64, queue: 54, observed: 5808, best-error: 69.58665518921904 worst-error: 69.68284116021454 SearchModels iteration 95> population: 16, bsize: 64, queue: 59, observed: 5867, best-error: 69.50844627604765 worst-error: 69.65925137827007 SearchModels iteration 96> population: 16, bsize: 64, queue: 60, observed: 5927, best-error: 69.44182907669558 worst-error: 69.59824321636196 SearchModels iteration 97> population: 16, bsize: 64, queue: 57, observed: 5984, best-error: 69.43999490161539 worst-error: 69.5490708140545 SearchModels iteration 98> population: 16, bsize: 64, queue: 58, observed: 6042, best-error: 69.36285860529941 worst-error: 69.49509696970269 SearchModels iteration 99> population: 16, bsize: 64, queue: 62, observed: 6104, best-error: 69.36285860529941 worst-error: 69.4529558771462 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.9630114342432298, 0.7529931067483308, 0.5996631768273847, 0.7233653786830304, 0.0953977470348063] 1 => ([0.8007897317050937, -0.01593793620570298, -0.013147993678001934, 0.7322145378443352, 0.10360252688910324] => 69.35262823376851) 2 => ([0.8014091411765146, -0.01583357135208418, -0.013229692158044159, 0.7322145378448475, 0.10360252688906776] => 69.35385175912151) 3 => ([0.8007897317050937, -0.015780134857131662, -0.013279473614781954, 0.7322145378443352, 0.10360252688910324] => 69.36285860529941) 4 => ([0.8009760027311084, -0.01564795819588522, -0.013388483763605226, 0.7322145378445913, 0.1036025268890855] => 69.36986082487606) 5 => ([0.800627956001719, -0.01562389589815016, -0.013414978447585851, 0.7322145378443352, 0.10360252688910324] => 69.37489257709494) 6 => ([0.7971320644547818, -0.015728469088013446, -0.013320731347203277, 0.7322145378445913, 0.1036025268890855] => 69.39576744323351) 7 => ([0.7970949585758736, -0.015653683386324523, -0.01336493150824591, 0.7322145378441489, 0.10360252688911614] => 69.39920291100641) 8 => ([0.7967032145088351, -0.01569962396500344, -0.013347226031183903, 0.7322145378443352, 0.10360252688910324] => 69.40138182792747) 9 => ([0.7962732656584997, -0.01580959860506049, -0.013356990787752192, 0.7322145378447077, 0.10360252688907744] => 69.40755144443425) 10 => ([0.7952492481412101, -0.015769655372198682, -0.013277905767943509, 0.7322145378452665, 0.10360252688903873] => 69.40755171539948) 11 => ([0.7948748085335812, -0.0157144573391414, -0.013300102480992615, 0.7322145378444633, 0.10360252688909437] => 69.41189167633928) 12 => ([0.7953032308296258, -0.015702636203454336, -0.01334136021341394, 0.7322145378447193, 0.10360252688907663] => 69.41224218884194) 13 => ([0.7926184079121846, -0.015781778107663492, -0.01314396878197806, 0.7322145378443352, 0.10360252688910324] => 69.41612363689133) 14 => ([0.7954688772005352, -0.01586437521206025, -0.013388952257369592, 0.732214537844277, 0.10360252688910726] => 69.41807155751222) 15 => ([0.7938638178482336, -0.015734585062173456, -0.013300102480992615, 0.7322145378444633, 0.10360252688909437] => 69.42042859131716) Test Summary: | Total Time SearchModels.jl | 0 5.9s ===== 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: 173, observed: 1141, best-error: 0.02000000000000048 worst-error: 26.89999999999999 SearchModels iteration 2> population: 16, bsize: 32, queue: 156, observed: 1297, best-error: 0.02000000000000001 worst-error: 1.969999999999997 SearchModels iteration 3> population: 16, bsize: 32, queue: 171, observed: 1468, best-error: 0.003125000000000033 worst-error: 0.48691406249999947 SearchModels iteration 4> population: 16, bsize: 32, queue: 164, observed: 1632, best-error: 0.0001586914062500014 worst-error: 0.053124999999999846 SearchModels iteration 5> population: 16, bsize: 32, queue: 163, observed: 1795, best-error: 0.0 worst-error: 0.008789062499999984 SearchModels iteration 6> population: 16, bsize: 32, queue: 169, observed: 1964, best-error: 0.0 worst-error: 0.0010375976562500464 SearchModels iteration 7> population: 16, bsize: 32, queue: 158, observed: 2122, best-error: 0.0 worst-error: 0.0001586914062500014 SearchModels iteration 8> population: 16, bsize: 32, queue: 147, observed: 2269, best-error: 0.0 worst-error: 9.775161743164323e-6 SearchModels iteration 9> population: 16, bsize: 32, queue: 158, observed: 2427, best-error: 0.0 worst-error: 2.442002296447611e-6 SearchModels iteration 10> population: 16, bsize: 32, queue: 138, observed: 2565, best-error: 0.0 worst-error: 1.5259021893151703e-7 SearchModels iteration 11> population: 16, bsize: 32, queue: 132, observed: 2697, best-error: 0.0 worst-error: 3.8147118175419897e-8 SearchModels> stop by convergence error=(0.9999023437500001, 0.9998046875) => 9.53675225899261e-9, iter=12 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0, 0.9999999999999999) => 1.232595164407831e-30) 3 => ((0.9999999999999999, 0.9999999999999999) => 1.2449211160519093e-30) 4 => ((1.0, 0.9999999999999998) => 4.930380657631324e-30) 5 => ((0.9999999999999999, 1.0) => 4.942706609275402e-30) 6 => ((1.0000488281249997, 1.00009765625) => 2.3841863594235553e-9) 7 => ((1.000048828125, 1.0000976562500001) => 2.3841863594453453e-9) 8 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 9 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) 10 => ((0.999951171875, 0.9999023437499999) => 2.384186359445557e-9) 11 => ((0.9999511718749999, 0.9999023437500001) => 2.3841863594561876e-9) 12 => ((0.9999511718749999, 0.99990234375) => 2.3841863594562406e-9) 13 => ((0.9999511718749998, 0.9999023437499999) => 2.3841863594670295e-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: 169, observed: 1143, best-error: 0.3200000000000003 worst-error: 12.519999999999989 SearchModels iteration 2> population: 16, bsize: 32, queue: 158, observed: 1301, best-error: 0.049999999999999774 worst-error: 2.0 SearchModels iteration 3> population: 16, bsize: 32, queue: 172, observed: 1473, best-error: 0.049999999999999774 worst-error: 0.7824999999999936 SearchModels iteration 4> population: 16, bsize: 32, queue: 172, observed: 1645, best-error: 0.01062499999999988 worst-error: 0.30312500000000003 SearchModels iteration 5> population: 16, bsize: 32, queue: 171, observed: 1816, best-error: 0.01062499999999988 worst-error: 0.09441406250000008 SearchModels iteration 6> population: 16, bsize: 32, queue: 169, observed: 1985, best-error: 0.0037890624999998603 worst-error: 0.05718994140625013 SearchModels iteration 7> population: 16, bsize: 32, queue: 169, observed: 2154, best-error: 0.0037890624999998603 worst-error: 0.03619384765625032 SearchModels iteration 8> population: 16, bsize: 32, queue: 182, observed: 2336, best-error: 0.0037710666656490944 worst-error: 0.015493936538695826 SearchModels iteration 9> population: 16, bsize: 32, queue: 183, observed: 2519, best-error: 0.0015307337045667572 worst-error: 0.008064126968383885 SearchModels iteration 10> population: 16, bsize: 32, queue: 188, observed: 2707, best-error: 0.0015307337045667572 worst-error: 0.0033851623535152532 SearchModels iteration 11> population: 16, bsize: 32, queue: 184, observed: 2891, best-error: 0.0004977888241409976 worst-error: 0.0021763378778996605 SearchModels iteration 12> population: 16, bsize: 32, queue: 181, observed: 3072, best-error: 0.0004977888241409976 worst-error: 0.0010917288064956608 SearchModels iteration 13> population: 16, bsize: 32, queue: 171, observed: 3243, best-error: 0.0004296213388443351 worst-error: 0.000685644664781698 SearchModels iteration 14> population: 16, bsize: 32, queue: 158, observed: 3401, best-error: 0.00040420990103484325 worst-error: 0.0005101787719467539 SearchModels iteration 15> population: 16, bsize: 32, queue: 162, observed: 3563, best-error: 0.00040420990103484325 worst-error: 0.000438470032314045 SearchModels iteration 16> population: 16, bsize: 32, queue: 172, observed: 3735, best-error: 0.00040420990103484325 worst-error: 0.00042266006566081207 SearchModels iteration 17> population: 16, bsize: 32, queue: 164, observed: 3899, best-error: 0.00040420990103484325 worst-error: 0.0004155462721979572 SearchModels iteration 18> population: 16, bsize: 32, queue: 173, observed: 4072, best-error: 0.00040420990103484325 worst-error: 0.0004102699499256041 SearchModels iteration 19> population: 16, bsize: 32, queue: 179, observed: 4251, best-error: 0.00040420990103484325 worst-error: 0.00040776167426972846 SearchModels iteration 20> population: 16, bsize: 32, queue: 157, observed: 4408, best-error: 0.0004034690801777809 worst-error: 0.0004060585041840129 SearchModels iteration 21> population: 16, bsize: 32, queue: 129, observed: 4537, best-error: 0.00040345439592364893 worst-error: 0.00040447428768438276 SearchModels iteration 22> population: 16, bsize: 32, queue: 113, observed: 4650, best-error: 0.00040345439592364893 worst-error: 0.00040367616897001864 SearchModels iteration 23> population: 16, bsize: 32, queue: 99, observed: 4749, best-error: 0.00040345439592364893 worst-error: 0.00040347079483637864 SearchModels> stop by convergence error=(1.0200599670410158, 1.040625) => 0.0004034562599902268, iter=24 (of 300) 1 => ((1.0200622558593748, 1.040625) => 0.00040345439592364866) 2 => ((1.020062255859375, 1.040625) => 0.00040345439592364893) 3 => ((1.0200618743896483, 1.040625) => 0.0004034544030556541) 4 => ((1.0200626373291015, 1.040625) => 0.0004034545102102629) 5 => ((1.0200626373291017, 1.040625) => 0.0004034545102102631) 6 => ((1.0200614929199219, 1.040625) => 0.00040345453160614287) 7 => ((1.0200630187988282, 1.040625) => 0.0004034547459156367) 8 => ((1.0200611114501954, 1.040625) => 0.00040345478157497903) 9 => ((1.0200634002685547, 1.040625) => 0.0004034551030399013) 10 => ((1.020060729980469, 1.040625) => 0.0004034551529620312) 11 => ((1.0200607299804687, 1.040625) => 0.0004034551529620313) 12 => ((1.0200637817382812, 1.040625) => 0.0004034555815831929) 13 => ((1.0200637817382814, 1.040625) => 0.00040345558158319343) 14 => ((1.0200603485107422, 1.040625) => 0.0004034556457671592) 15 => ((1.0200641632080079, 1.040625) => 0.0004034561815456522) Test Summary: | Total Time SearchModels.jl | 0 2.5s Testing SearchModels tests passed Testing completed after 22.55s PkgEval succeeded after 67.3s