Package evaluation of SearchModels on Julia 1.13.0-DEV.745 (a23ce4bcbb*) started at 2025-06-15T14:26:35.281 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 7.88s ################################################################################ # 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 v4.16.0 [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 v1.2.1 [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 v1.12.0 [d6f4376e] + Markdown v1.11.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.12.0+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 To see why use `status --outdated -m` Installation completed after 1.13s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 19.23s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_EoO1hB/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_EoO1hB/Manifest.toml` [34da2185] Compat v4.16.0 [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 v1.2.1 [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 v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [fa267f1f] TOML v1.0.3 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [4536629a] OpenBLAS_jll v0.3.29+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.12.0+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: 57, observed: 357, best-error: 22452.510176429005 worst-error: 2.5051616856023236e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 62, observed: 419, best-error: 15927.149137887593 worst-error: 124946.72740963807 SearchModels iteration 3> population: 16, bsize: 64, queue: 58, observed: 477, best-error: 955.4116892159171 worst-error: 21525.58599443671 SearchModels iteration 4> population: 16, bsize: 64, queue: 59, observed: 536, best-error: 725.9613700632462 worst-error: 3268.8882135911886 SearchModels iteration 5> population: 16, bsize: 64, queue: 63, observed: 599, best-error: 152.198011730783 worst-error: 725.9613700632462 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 657, best-error: 144.74881833650517 worst-error: 244.93926653814177 SearchModels iteration 7> population: 16, bsize: 64, queue: 60, observed: 717, best-error: 123.08299616104956 worst-error: 159.52623508608016 SearchModels iteration 8> population: 16, bsize: 64, queue: 61, observed: 778, best-error: 117.00838533954447 worst-error: 132.80477040805403 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 836, best-error: 116.74342681633999 worst-error: 121.51410589155175 SearchModels iteration 10> population: 16, bsize: 64, queue: 55, observed: 891, best-error: 116.07908878360308 worst-error: 118.68011188349061 SearchModels iteration 11> population: 16, bsize: 64, queue: 58, observed: 949, best-error: 115.34876125895133 worst-error: 116.97668891107921 SearchModels iteration 12> population: 16, bsize: 64, queue: 59, observed: 1008, best-error: 113.16691185058207 worst-error: 115.84867807037826 SearchModels iteration 13> population: 16, bsize: 64, queue: 58, observed: 1066, best-error: 110.33502340071685 worst-error: 115.34483602398711 SearchModels iteration 14> population: 16, bsize: 64, queue: 59, observed: 1125, best-error: 110.33502340071685 worst-error: 114.21095209909642 SearchModels iteration 15> population: 16, bsize: 64, queue: 58, observed: 1183, best-error: 110.33502340071685 worst-error: 113.16691185058207 SearchModels iteration 16> population: 16, bsize: 64, queue: 55, observed: 1238, best-error: 109.48864623686049 worst-error: 111.77907044821455 SearchModels iteration 17> population: 16, bsize: 64, queue: 58, observed: 1296, best-error: 109.48864623686049 worst-error: 111.05450417843248 SearchModels iteration 18> population: 16, bsize: 64, queue: 60, observed: 1356, best-error: 109.00714510492361 worst-error: 110.38107351301223 SearchModels iteration 19> population: 16, bsize: 64, queue: 59, observed: 1415, best-error: 108.50864235706509 worst-error: 109.74096562753911 SearchModels iteration 20> population: 16, bsize: 64, queue: 60, observed: 1475, best-error: 108.50864235706509 worst-error: 109.29637857845862 SearchModels iteration 21> population: 16, bsize: 64, queue: 60, observed: 1535, best-error: 107.53934546824232 worst-error: 108.85527934983622 SearchModels iteration 22> population: 16, bsize: 64, queue: 61, observed: 1596, best-error: 107.4006757581242 worst-error: 108.64449085945736 SearchModels iteration 23> population: 16, bsize: 64, queue: 58, observed: 1654, best-error: 106.27833646727893 worst-error: 108.09355486418094 SearchModels iteration 24> population: 16, bsize: 64, queue: 62, observed: 1716, best-error: 105.44713761646443 worst-error: 107.43933977867322 SearchModels iteration 25> population: 16, bsize: 64, queue: 55, observed: 1771, best-error: 105.44713761646443 worst-error: 106.75949364008969 SearchModels iteration 26> population: 16, bsize: 64, queue: 59, observed: 1830, best-error: 104.30539408540702 worst-error: 106.19371235191853 SearchModels iteration 27> population: 16, bsize: 64, queue: 57, observed: 1887, best-error: 104.30539408540702 worst-error: 105.61585757730109 SearchModels iteration 28> population: 16, bsize: 64, queue: 59, observed: 1946, best-error: 103.91774214924557 worst-error: 105.126247719547 SearchModels iteration 29> population: 16, bsize: 64, queue: 59, observed: 2005, best-error: 103.91774214924557 worst-error: 104.72326029759266 SearchModels iteration 30> population: 16, bsize: 64, queue: 60, observed: 2065, best-error: 103.61511380658393 worst-error: 104.3366834439424 SearchModels iteration 31> population: 16, bsize: 64, queue: 58, observed: 2123, best-error: 103.06024398597063 worst-error: 104.03902575269241 SearchModels iteration 32> population: 16, bsize: 64, queue: 58, observed: 2181, best-error: 102.87396795392596 worst-error: 103.82505405225733 SearchModels iteration 33> population: 16, bsize: 64, queue: 60, observed: 2241, best-error: 102.20231764356136 worst-error: 103.41573930437424 SearchModels iteration 34> population: 16, bsize: 64, queue: 58, observed: 2299, best-error: 102.20231764356136 worst-error: 103.06024398597063 SearchModels iteration 35> population: 16, bsize: 64, queue: 57, observed: 2356, best-error: 101.77987506169191 worst-error: 102.6225473796519 SearchModels iteration 36> population: 16, bsize: 64, queue: 58, observed: 2414, best-error: 101.77987506169191 worst-error: 102.19584379354514 SearchModels iteration 37> population: 16, bsize: 64, queue: 59, observed: 2473, best-error: 101.15647989065474 worst-error: 101.92822930526602 SearchModels iteration 38> population: 16, bsize: 64, queue: 54, observed: 2527, best-error: 100.64151123827149 worst-error: 101.81876254010766 SearchModels iteration 39> population: 16, bsize: 64, queue: 56, observed: 2583, best-error: 100.64151123827149 worst-error: 101.51758978329048 SearchModels iteration 40> population: 16, bsize: 64, queue: 60, observed: 2643, best-error: 100.64151123827149 worst-error: 101.31836770961759 SearchModels iteration 41> population: 16, bsize: 64, queue: 60, observed: 2703, best-error: 100.4993946732106 worst-error: 101.04520498741624 SearchModels iteration 42> population: 16, bsize: 64, queue: 59, observed: 2762, best-error: 100.1727038536791 worst-error: 100.79616836629508 SearchModels iteration 43> population: 16, bsize: 64, queue: 58, observed: 2820, best-error: 100.0419748132147 worst-error: 100.5951172908965 SearchModels iteration 44> population: 16, bsize: 64, queue: 64, observed: 2884, best-error: 99.98894789937218 worst-error: 100.33904533394671 SearchModels iteration 45> population: 16, bsize: 64, queue: 59, observed: 2943, best-error: 99.84159712295921 worst-error: 100.20199284300286 SearchModels iteration 46> population: 16, bsize: 64, queue: 60, observed: 3003, best-error: 99.45320694716098 worst-error: 100.0982456240824 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3061, best-error: 99.38145176669877 worst-error: 99.91826487812224 SearchModels iteration 48> population: 16, bsize: 64, queue: 55, observed: 3116, best-error: 99.38145176669877 worst-error: 99.58371049737832 SearchModels iteration 49> population: 16, bsize: 64, queue: 56, observed: 3172, best-error: 99.38145176669877 worst-error: 99.48492634298204 SearchModels iteration 50> population: 16, bsize: 64, queue: 59, observed: 3231, best-error: 99.12576447503307 worst-error: 99.42999172386354 SearchModels iteration 51> population: 16, bsize: 64, queue: 59, observed: 3290, best-error: 99.12576447503307 worst-error: 99.39582828520709 SearchModels iteration 52> population: 16, bsize: 64, queue: 58, observed: 3348, best-error: 98.9471321238579 worst-error: 99.29358684360373 SearchModels iteration 53> population: 16, bsize: 64, queue: 58, observed: 3406, best-error: 98.91918109270773 worst-error: 99.18144550401324 SearchModels iteration 54> population: 16, bsize: 64, queue: 60, observed: 3466, best-error: 98.66555180850092 worst-error: 99.04141221196049 SearchModels iteration 55> population: 16, bsize: 64, queue: 60, observed: 3526, best-error: 98.66555180850092 worst-error: 98.9361756286447 SearchModels iteration 56> population: 16, bsize: 64, queue: 60, observed: 3586, best-error: 98.57410628649542 worst-error: 98.79561018957166 SearchModels iteration 57> population: 16, bsize: 64, queue: 56, observed: 3642, best-error: 98.57410628649542 worst-error: 98.73802886624307 SearchModels iteration 58> population: 16, bsize: 64, queue: 58, observed: 3700, best-error: 98.50771394743813 worst-error: 98.68767952464529 SearchModels iteration 59> population: 16, bsize: 64, queue: 61, observed: 3761, best-error: 98.49250669951527 worst-error: 98.64570022920229 SearchModels iteration 60> population: 16, bsize: 64, queue: 56, observed: 3817, best-error: 98.49250669951527 worst-error: 98.56503491562053 SearchModels iteration 61> population: 16, bsize: 64, queue: 56, observed: 3873, best-error: 98.39760076891645 worst-error: 98.52216414409222 SearchModels iteration 62> population: 16, bsize: 64, queue: 61, observed: 3934, best-error: 98.32253315709659 worst-error: 98.50364900109581 SearchModels iteration 63> population: 16, bsize: 64, queue: 56, observed: 3990, best-error: 98.2686298619821 worst-error: 98.44617869406409 SearchModels iteration 64> population: 16, bsize: 64, queue: 56, observed: 4046, best-error: 98.2686298619821 worst-error: 98.36223342615293 SearchModels iteration 65> population: 16, bsize: 64, queue: 58, observed: 4104, best-error: 98.21745202124936 worst-error: 98.32944848073964 SearchModels iteration 66> population: 16, bsize: 64, queue: 60, observed: 4164, best-error: 98.12319454188942 worst-error: 98.28539868760879 SearchModels iteration 67> population: 16, bsize: 64, queue: 61, observed: 4225, best-error: 98.12319454188942 worst-error: 98.24715006008357 SearchModels iteration 68> population: 16, bsize: 64, queue: 58, observed: 4283, best-error: 98.12319454188942 worst-error: 98.20087833977686 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4342, best-error: 98.07158258074652 worst-error: 98.17544705172482 SearchModels iteration 70> population: 16, bsize: 64, queue: 56, observed: 4398, best-error: 98.07158258074652 worst-error: 98.1479634856549 SearchModels iteration 71> population: 16, bsize: 64, queue: 60, observed: 4458, best-error: 98.07021638557485 worst-error: 98.13128769805124 SearchModels iteration 72> population: 16, bsize: 64, queue: 57, observed: 4515, best-error: 98.01255945448833 worst-error: 98.09582023276518 SearchModels iteration 73> population: 16, bsize: 64, queue: 59, observed: 4574, best-error: 98.01255945448833 worst-error: 98.07909026683986 SearchModels iteration 74> population: 16, bsize: 64, queue: 57, observed: 4631, best-error: 97.99061843695505 worst-error: 98.06071532005562 SearchModels iteration 75> population: 16, bsize: 64, queue: 59, observed: 4690, best-error: 97.96622702090117 worst-error: 98.02914662338883 SearchModels iteration 76> population: 16, bsize: 64, queue: 60, observed: 4750, best-error: 97.96622702090117 worst-error: 98.00594768613182 SearchModels iteration 77> population: 16, bsize: 64, queue: 61, observed: 4811, best-error: 97.96195744416156 worst-error: 97.98542731235581 SearchModels iteration 78> population: 16, bsize: 64, queue: 57, observed: 4868, best-error: 97.94158109266763 worst-error: 97.97171180093692 SearchModels iteration 79> population: 16, bsize: 64, queue: 59, observed: 4927, best-error: 97.9237543722468 worst-error: 97.96302442007978 SearchModels iteration 80> population: 16, bsize: 64, queue: 60, observed: 4987, best-error: 97.91480449234453 worst-error: 97.95092787249122 SearchModels iteration 81> population: 16, bsize: 64, queue: 60, observed: 5047, best-error: 97.89321882214298 worst-error: 97.94059163313128 SearchModels iteration 82> population: 16, bsize: 64, queue: 61, observed: 5108, best-error: 97.88286298431775 worst-error: 97.92550666030056 SearchModels iteration 83> population: 16, bsize: 64, queue: 54, observed: 5162, best-error: 97.88286298431775 worst-error: 97.90687721113453 SearchModels iteration 84> population: 16, bsize: 64, queue: 58, observed: 5220, best-error: 97.880608118387 worst-error: 97.89766740367386 SearchModels iteration 85> population: 16, bsize: 64, queue: 58, observed: 5278, best-error: 97.87281767528668 worst-error: 97.88958178169241 SearchModels iteration 86> population: 16, bsize: 64, queue: 59, observed: 5337, best-error: 97.85963247268167 worst-error: 97.88286298431775 SearchModels iteration 87> population: 16, bsize: 64, queue: 58, observed: 5395, best-error: 97.85190517913075 worst-error: 97.86958352232132 SearchModels iteration 88> population: 16, bsize: 64, queue: 58, observed: 5453, best-error: 97.84630885356447 worst-error: 97.86068187534761 SearchModels iteration 89> population: 16, bsize: 64, queue: 59, observed: 5512, best-error: 97.80926815115455 worst-error: 97.85294737290447 SearchModels iteration 90> population: 16, bsize: 64, queue: 62, observed: 5574, best-error: 95.24035393872231 worst-error: 97.82952234040957 SearchModels iteration 91> population: 16, bsize: 64, queue: 60, observed: 5634, best-error: 95.2260282076309 worst-error: 95.25287770393797 SearchModels iteration 92> population: 16, bsize: 64, queue: 60, observed: 5694, best-error: 95.20429687734273 worst-error: 95.23909442355554 SearchModels iteration 93> population: 16, bsize: 64, queue: 60, observed: 5754, best-error: 95.20429687734273 worst-error: 95.23087051746289 SearchModels iteration 94> population: 16, bsize: 64, queue: 54, observed: 5808, best-error: 95.20429687734273 worst-error: 95.22433278336594 SearchModels iteration 95> population: 16, bsize: 64, queue: 57, observed: 5865, best-error: 95.1996685109284 worst-error: 95.21281086312685 SearchModels iteration 96> population: 16, bsize: 64, queue: 58, observed: 5923, best-error: 95.19121512324841 worst-error: 95.20453121563253 SearchModels iteration 97> population: 16, bsize: 64, queue: 55, observed: 5978, best-error: 95.18356995407669 worst-error: 95.20106959714634 SearchModels iteration 98> population: 16, bsize: 64, queue: 60, observed: 6038, best-error: 95.16095883558513 worst-error: 95.19208015232542 SearchModels iteration 99> population: 16, bsize: 64, queue: 60, observed: 6098, best-error: 95.16095883558513 worst-error: 95.18538319261589 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.880512937434256, 0.0693606862093944, 0.8771558475835103, 0.750620058824503, 0.8295907761266748] 1 => ([0.25666840194023205, 0.020260035091034332, 0.1822246568804867, 0.751303321052036, 0.8393705607236841] => 95.15001949058146) 2 => ([0.2554171160685829, 0.020357698849934703, 0.18129965862221012, 0.751303321052036, 0.8393705607236841] => 95.16095883558513) 3 => ([0.25536551665119533, 0.02036393270688579, 0.18314965513876327, 0.751303321052036, 0.8393705607236841] => 95.16324732199394) 4 => ([0.2550643451771684, 0.020601479382337695, 0.18254135377015135, 0.751303321051958, 0.8393705607236673] => 95.1634170873611) 5 => ([0.25457574806808464, 0.020391059578235476, 0.1817962854463709, 0.7513033210517797, 0.8393705607236309] => 95.16694603982862) 6 => ([0.25442049962821534, 0.020398680545242968, 0.1820298957116412, 0.7513033210517142, 0.8393705607236168] => 95.16813445550113) 7 => ([0.25442049962821534, 0.02019671341113165, 0.1820298957116412, 0.7513033210517142, 0.8393705607236168] => 95.16823860660517) 8 => ([0.25412713063389314, 0.020462635441944675, 0.1822246568804867, 0.751303321052036, 0.8393705607236841] => 95.17059712254414) 9 => ([0.25373438006758636, 0.020424420306536246, 0.18229291227053163, 0.7513033210515232, 0.8393705607235777] => 95.17388481418544) 10 => ([0.2537822316177914, 0.020316461295932023, 0.18285779448473732, 0.751303321050754, 0.8393705607234181] => 95.17486922697697) 11 => ([0.25368068162275426, 0.020273267717682224, 0.18269215851026965, 0.751303321051106, 0.8393705607234909] => 95.17519351636727) 12 => ([0.2536288224137093, 0.02038214272254315, 0.18258977542520222, 0.7513033210518751, 0.8393705607236505] => 95.17529283029883) 13 => ([0.2536288224137093, 0.020277206130533177, 0.18258977542520222, 0.7513033210518751, 0.8393705607236505] => 95.17534671841645) 14 => ([0.2535354559077846, 0.020370307163218818, 0.18188637850115827, 0.7513033210522533, 0.839370560723729] => 95.17539445977691) 15 => ([0.25341321438312064, 0.020303391890975808, 0.18212285891042385, 0.7513033210523626, 0.8393705607237512] => 95.17642231341246) 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: 173, observed: 1135, best-error: 0.02000000000000001 worst-error: 11.91999999999996 SearchModels iteration 2> population: 16, bsize: 32, queue: 165, observed: 1300, best-error: 0.02000000000000001 worst-error: 1.2200000000000022 SearchModels iteration 3> population: 16, bsize: 32, queue: 167, observed: 1467, best-error: 0.0 worst-error: 0.2275390625000005 SearchModels iteration 4> population: 16, bsize: 32, queue: 164, observed: 1631, best-error: 0.0 worst-error: 0.05347900390624945 SearchModels iteration 5> population: 16, bsize: 32, queue: 165, observed: 1796, best-error: 0.0 worst-error: 0.023010253906250062 SearchModels iteration 6> population: 16, bsize: 32, queue: 178, observed: 1974, best-error: 0.0 worst-error: 0.007894754409789831 SearchModels iteration 7> population: 16, bsize: 32, queue: 174, observed: 2148, best-error: 0.0 worst-error: 0.0029785156250000085 SearchModels iteration 8> population: 16, bsize: 32, queue: 171, observed: 2319, best-error: 0.0 worst-error: 0.0012988477945327682 SearchModels iteration 9> population: 16, bsize: 32, queue: 167, observed: 2486, best-error: 0.0 worst-error: 0.0006712252274155856 SearchModels iteration 10> population: 16, bsize: 32, queue: 167, observed: 2653, best-error: 0.0 worst-error: 0.00024414062499997227 SearchModels iteration 11> population: 16, bsize: 32, queue: 162, observed: 2815, best-error: 0.0 worst-error: 9.181252376035995e-5 SearchModels iteration 12> population: 16, bsize: 32, queue: 160, observed: 2975, best-error: 0.0 worst-error: 3.648817539214732e-5 SearchModels iteration 13> population: 16, bsize: 32, queue: 170, observed: 3145, best-error: 0.0 worst-error: 1.379841650361813e-5 SearchModels iteration 14> population: 16, bsize: 32, queue: 166, observed: 3311, best-error: 0.0 worst-error: 5.808917098342771e-6 SearchModels iteration 15> population: 16, bsize: 32, queue: 169, observed: 3480, best-error: 0.0 worst-error: 2.9884183226512923e-6 SearchModels iteration 16> population: 16, bsize: 32, queue: 168, observed: 3648, best-error: 0.0 worst-error: 1.3082721594156517e-6 SearchModels iteration 17> population: 16, bsize: 32, queue: 175, observed: 3823, best-error: 0.0 worst-error: 6.815316079282357e-7 SearchModels iteration 18> population: 16, bsize: 32, queue: 172, observed: 3995, best-error: 0.0 worst-error: 2.860436179264995e-7 SearchModels iteration 19> population: 16, bsize: 32, queue: 169, observed: 4164, best-error: 0.0 worst-error: 1.0246920997243608e-7 SearchModels> stop by convergence error=(0.9998161315917968, 0.9996368408203125) => 3.5872229848968545e-8, iter=20 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.9998874664306641, 0.9997737884521485) => 1.2797686016486569e-8) 3 => ((0.9999183654785156, 0.9998451232910156) => 1.3696140879369208e-8) 4 => ((0.9999183654785156, 0.9998466491699218) => 1.6488074852209935e-8) 5 => ((0.9999183654785156, 0.9998481750488282) => 1.974567011259881e-8) 6 => ((0.9998554229736328, 0.9997119903564453) => 2.1028743275360776e-8) 7 => ((0.9998466491699218, 0.99969482421875) => 2.3742186372542734e-8) 8 => ((0.999896240234375, 0.9998039245605468) => 2.3838182637007167e-8) 9 => ((0.9998466491699218, 0.9996978759765625) => 2.55904782032456e-8) 10 => ((0.9998878479003906, 0.9997871398925782) => 2.5646044001932576e-8) 11 => ((0.9998367309570313, 0.9996757507324219) => 2.7168517892843677e-8) 12 => ((0.9998367309570313, 0.9996772766113281) => 2.8091705463649774e-8) 13 => ((0.9998466491699218, 0.999700927734375) => 2.9301415183294094e-8) 14 => ((0.9998775482177735, 0.9997676849365233) => 3.080374563472265e-8) 15 => ((0.9998245239257812, 0.9996551513671874) => 3.447965002467539e-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: 173, observed: 1143, best-error: 0.5000000000000004 worst-error: 36.019999999999996 SearchModels iteration 2> population: 16, bsize: 32, queue: 164, observed: 1307, best-error: 0.0 worst-error: 4.449999999999994 SearchModels iteration 3> population: 16, bsize: 32, queue: 164, observed: 1471, best-error: 0.0 worst-error: 1.3699999999999997 SearchModels iteration 4> population: 16, bsize: 32, queue: 172, observed: 1643, best-error: 0.0 worst-error: 0.16249999999999942 SearchModels iteration 5> population: 16, bsize: 32, queue: 174, observed: 1817, best-error: 0.0 worst-error: 0.043164062499999684 SearchModels iteration 6> population: 16, bsize: 32, queue: 165, observed: 1982, best-error: 0.0 worst-error: 0.01561036109924363 SearchModels iteration 7> population: 16, bsize: 32, queue: 161, observed: 2143, best-error: 0.0 worst-error: 0.008221474289894198 SearchModels iteration 8> population: 16, bsize: 32, queue: 172, observed: 2315, best-error: 0.0 worst-error: 0.002969511784613155 SearchModels iteration 9> population: 16, bsize: 32, queue: 161, observed: 2476, best-error: 0.0 worst-error: 0.0006461358442904102 SearchModels iteration 10> population: 16, bsize: 32, queue: 164, observed: 2640, best-error: 0.0 worst-error: 0.0001114136353135224 SearchModels iteration 11> population: 16, bsize: 32, queue: 167, observed: 2807, best-error: 0.0 worst-error: 8.82385954355846e-6 SearchModels iteration 12> population: 16, bsize: 32, queue: 167, observed: 2974, best-error: 0.0 worst-error: 9.560119366406076e-7 SearchModels iteration 13> population: 16, bsize: 32, queue: 164, observed: 3138, best-error: 0.0 worst-error: 1.3137462875865768e-7 SearchModels iteration 14> population: 16, bsize: 32, queue: 165, observed: 3303, best-error: 0.0 worst-error: 1.8617357933734497e-8 SearchModels> stop by convergence error=(1.000006103515625, 1.000018310546875) => 3.7624977270551355e-9, iter=15 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.9999999999999999, 1.0) => 4.942706609275402e-30) 3 => ((1.000006103515625, 1.0000122070312498) => 3.7252903122312557e-11) 4 => ((1.0000122070312498, 1.0000244140625) => 1.4901161415457496e-10) 5 => ((0.99998779296875, 0.9999755859374999) => 1.490116141600059e-10) 6 => ((1.0000244140624999, 1.000048828125) => 5.960464832745229e-10) 7 => ((0.9999755859375, 0.999951171875) => 5.960464832799572e-10) 8 => ((0.9999755859374999, 0.999951171875) => 5.960464832853518e-10) 9 => ((0.999969482421875, 0.99993896484375) => 9.313226613516523e-10) 10 => ((0.9999633789062499, 0.9999267578125) => 1.3411046873121317e-9) 11 => ((0.999957275390625, 0.9999145507812499) => 1.8253925794558307e-9) 12 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) 13 => ((0.9999511718749999, 0.99990234375) => 2.3841863594562406e-9) 14 => ((0.9999511718749998, 0.99990234375) => 2.3841863594669765e-9) 15 => ((0.9999450683593749, 0.99989013671875) => 3.0174860522854372e-9) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 20.48s PkgEval succeeded after 60.95s