Package evaluation of SearchModels on Julia 1.13.0-DEV.922 (90e3c1a568*) started at 2025-07-29T14:10:05.828 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.81s ################################################################################ # 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 v4.17.0 [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 v1.13.0 [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 To see why use `status --outdated -m` Installation completed after 1.14s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 21.92s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_iE3ZDb/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_iE3ZDb/Manifest.toml` [34da2185] Compat v4.17.0 [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 v1.13.0 [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: 61, observed: 361, best-error: 18034.2998695793 worst-error: 2.0447769745990129e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 59, observed: 420, best-error: 10495.90386312785 worst-error: 134056.88737039597 SearchModels iteration 3> population: 16, bsize: 64, queue: 58, observed: 478, best-error: 4302.945006439664 worst-error: 26111.375819857305 SearchModels iteration 4> population: 16, bsize: 64, queue: 62, observed: 540, best-error: 226.573605120458 worst-error: 5816.071357405555 SearchModels iteration 5> population: 16, bsize: 64, queue: 60, observed: 600, best-error: 91.14874081876441 worst-error: 1192.2701595545288 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 658, best-error: 64.64012078452112 worst-error: 201.06864325214545 SearchModels iteration 7> population: 16, bsize: 64, queue: 56, observed: 714, best-error: 52.06387553601615 worst-error: 110.57318023388035 SearchModels iteration 8> population: 16, bsize: 64, queue: 56, observed: 770, best-error: 26.50938179279605 worst-error: 65.30103755662138 SearchModels iteration 9> population: 16, bsize: 64, queue: 59, observed: 829, best-error: 13.832446866144386 worst-error: 50.64720044345624 SearchModels iteration 10> population: 16, bsize: 64, queue: 59, observed: 888, best-error: 13.832446866144386 worst-error: 33.54995301230428 SearchModels iteration 11> population: 16, bsize: 64, queue: 57, observed: 945, best-error: 11.502042259735635 worst-error: 25.699291997919097 SearchModels iteration 12> population: 16, bsize: 64, queue: 58, observed: 1003, best-error: 11.43869112941085 worst-error: 13.832446866144386 SearchModels iteration 13> population: 16, bsize: 64, queue: 60, observed: 1063, best-error: 11.123293623932453 worst-error: 11.66409766218427 SearchModels iteration 14> population: 16, bsize: 64, queue: 59, observed: 1122, best-error: 11.044422785500974 worst-error: 11.28472073777318 SearchModels iteration 15> population: 16, bsize: 64, queue: 56, observed: 1178, best-error: 11.044422785500974 worst-error: 11.151829088735987 SearchModels iteration 16> population: 16, bsize: 64, queue: 60, observed: 1238, best-error: 10.975990221349615 worst-error: 11.11670185490703 SearchModels iteration 17> population: 16, bsize: 64, queue: 59, observed: 1297, best-error: 10.928197550884796 worst-error: 11.070445499154218 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1356, best-error: 10.928197550884796 worst-error: 11.036380069572832 SearchModels iteration 19> population: 16, bsize: 64, queue: 59, observed: 1415, best-error: 10.913901619997068 worst-error: 10.984859731806168 SearchModels iteration 20> population: 16, bsize: 64, queue: 57, observed: 1472, best-error: 10.878135001490971 worst-error: 10.947110822009755 SearchModels iteration 21> population: 16, bsize: 64, queue: 62, observed: 1534, best-error: 10.807566147033892 worst-error: 10.929670019769912 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1592, best-error: 10.807566147033892 worst-error: 10.909154183184695 SearchModels iteration 23> population: 16, bsize: 64, queue: 59, observed: 1651, best-error: 10.807566147033892 worst-error: 10.884882546859608 SearchModels iteration 24> population: 16, bsize: 64, queue: 59, observed: 1710, best-error: 10.741219337001095 worst-error: 10.850330456632296 SearchModels iteration 25> population: 16, bsize: 64, queue: 57, observed: 1767, best-error: 10.741219337001095 worst-error: 10.835314128524242 SearchModels iteration 26> population: 16, bsize: 64, queue: 59, observed: 1826, best-error: 10.741219337001095 worst-error: 10.818943583694791 SearchModels iteration 27> population: 16, bsize: 64, queue: 56, observed: 1882, best-error: 10.695562243022033 worst-error: 10.791138191650074 SearchModels iteration 28> population: 16, bsize: 64, queue: 57, observed: 1939, best-error: 10.687589411289068 worst-error: 10.765982459237742 SearchModels iteration 29> population: 16, bsize: 64, queue: 61, observed: 2000, best-error: 10.665777770523793 worst-error: 10.736618856967779 SearchModels iteration 30> population: 16, bsize: 64, queue: 61, observed: 2061, best-error: 10.665777770523793 worst-error: 10.711292003242537 SearchModels iteration 31> population: 16, bsize: 64, queue: 59, observed: 2120, best-error: 10.608025483646715 worst-error: 10.689766544850245 SearchModels iteration 32> population: 16, bsize: 64, queue: 58, observed: 2178, best-error: 10.578016376617068 worst-error: 10.666844097907358 SearchModels iteration 33> population: 16, bsize: 64, queue: 60, observed: 2238, best-error: 10.578016376617068 worst-error: 10.638209685109668 SearchModels iteration 34> population: 16, bsize: 64, queue: 59, observed: 2297, best-error: 10.537462046428342 worst-error: 10.619766123258772 SearchModels iteration 35> population: 16, bsize: 64, queue: 55, observed: 2352, best-error: 10.537462046428342 worst-error: 10.596781395027646 SearchModels iteration 36> population: 16, bsize: 64, queue: 60, observed: 2412, best-error: 10.537462046428342 worst-error: 10.584722937597318 SearchModels iteration 37> population: 16, bsize: 64, queue: 53, observed: 2465, best-error: 10.483787928516074 worst-error: 10.569195611901513 SearchModels iteration 38> population: 16, bsize: 64, queue: 59, observed: 2524, best-error: 10.483787928516074 worst-error: 10.55281072025784 SearchModels iteration 39> population: 16, bsize: 64, queue: 57, observed: 2581, best-error: 10.46541293096253 worst-error: 10.533529589448891 SearchModels iteration 40> population: 16, bsize: 64, queue: 61, observed: 2642, best-error: 10.46541293096253 worst-error: 10.513089824582535 SearchModels iteration 41> population: 16, bsize: 64, queue: 59, observed: 2701, best-error: 10.46541293096253 worst-error: 10.49996620286973 SearchModels iteration 42> population: 16, bsize: 64, queue: 62, observed: 2763, best-error: 10.46541293096253 worst-error: 10.491998028065028 SearchModels iteration 43> population: 16, bsize: 64, queue: 54, observed: 2817, best-error: 10.446000366049713 worst-error: 10.48288620144733 SearchModels iteration 44> population: 16, bsize: 64, queue: 60, observed: 2877, best-error: 10.435719433682038 worst-error: 10.480079284891726 SearchModels iteration 45> population: 16, bsize: 64, queue: 59, observed: 2936, best-error: 10.428743357581759 worst-error: 10.463156814800609 SearchModels iteration 46> population: 16, bsize: 64, queue: 55, observed: 2991, best-error: 10.406601950564111 worst-error: 10.446840663050105 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3049, best-error: 10.397211342193557 worst-error: 10.432223248258936 SearchModels iteration 48> population: 16, bsize: 64, queue: 59, observed: 3108, best-error: 10.36269317293947 worst-error: 10.417814136752574 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3166, best-error: 10.35742222765433 worst-error: 10.409271254517583 SearchModels iteration 50> population: 16, bsize: 64, queue: 57, observed: 3223, best-error: 10.35742222765433 worst-error: 10.39500340937944 SearchModels iteration 51> population: 16, bsize: 64, queue: 59, observed: 3282, best-error: 10.274344629931576 worst-error: 10.375592050773136 SearchModels iteration 52> population: 16, bsize: 64, queue: 56, observed: 3338, best-error: 10.226331385598366 worst-error: 10.296701203043549 SearchModels iteration 53> population: 16, bsize: 64, queue: 62, observed: 3400, best-error: 10.226331385598366 worst-error: 10.264732040615355 SearchModels iteration 54> population: 16, bsize: 64, queue: 60, observed: 3460, best-error: 10.199452998907692 worst-error: 10.24467585932077 SearchModels iteration 55> population: 16, bsize: 64, queue: 58, observed: 3518, best-error: 10.199452998907692 worst-error: 10.230745215473455 SearchModels iteration 56> population: 16, bsize: 64, queue: 58, observed: 3576, best-error: 10.197639227383316 worst-error: 10.221515525052945 SearchModels iteration 57> population: 16, bsize: 64, queue: 56, observed: 3632, best-error: 10.197639227383316 worst-error: 10.21213474843803 SearchModels iteration 58> population: 16, bsize: 64, queue: 59, observed: 3691, best-error: 10.16935626198175 worst-error: 10.205897629446447 SearchModels iteration 59> population: 16, bsize: 64, queue: 60, observed: 3751, best-error: 10.127945667462228 worst-error: 10.202416381041445 SearchModels iteration 60> population: 16, bsize: 64, queue: 61, observed: 3812, best-error: 10.127945667462228 worst-error: 10.1872346664393 SearchModels iteration 61> population: 16, bsize: 64, queue: 58, observed: 3870, best-error: 10.121688458572509 worst-error: 10.16935626198175 SearchModels iteration 62> population: 16, bsize: 64, queue: 58, observed: 3928, best-error: 10.121688458572509 worst-error: 10.156773979851799 SearchModels iteration 63> population: 16, bsize: 64, queue: 60, observed: 3988, best-error: 10.108767071751025 worst-error: 10.141649626510619 SearchModels iteration 64> population: 16, bsize: 64, queue: 61, observed: 4049, best-error: 10.108767071751025 worst-error: 10.131385653951835 SearchModels iteration 65> population: 16, bsize: 64, queue: 61, observed: 4110, best-error: 10.108767071751025 worst-error: 10.124716399293325 SearchModels iteration 66> population: 16, bsize: 64, queue: 58, observed: 4168, best-error: 10.108767071751025 worst-error: 10.120337457470383 SearchModels iteration 67> population: 16, bsize: 64, queue: 59, observed: 4227, best-error: 10.080492168448178 worst-error: 10.116009769112567 SearchModels iteration 68> population: 16, bsize: 64, queue: 61, observed: 4288, best-error: 10.080492168448178 worst-error: 10.112774937369245 SearchModels iteration 69> population: 16, bsize: 64, queue: 60, observed: 4348, best-error: 10.06123131612219 worst-error: 10.099304426987638 SearchModels iteration 70> population: 16, bsize: 64, queue: 57, observed: 4405, best-error: 10.038203643526007 worst-error: 10.086633049490432 SearchModels iteration 71> population: 16, bsize: 64, queue: 58, observed: 4463, best-error: 10.026491508426997 worst-error: 10.059270127635632 SearchModels iteration 72> population: 16, bsize: 64, queue: 60, observed: 4523, best-error: 10.00586983525609 worst-error: 10.04679908878998 SearchModels iteration 73> population: 16, bsize: 64, queue: 59, observed: 4582, best-error: 10.002595683322077 worst-error: 10.03110914098371 SearchModels iteration 74> population: 16, bsize: 64, queue: 58, observed: 4640, best-error: 9.98943569425954 worst-error: 10.016858148705033 SearchModels iteration 75> population: 16, bsize: 64, queue: 61, observed: 4701, best-error: 9.972478718697529 worst-error: 10.006219078615324 SearchModels iteration 76> population: 16, bsize: 64, queue: 58, observed: 4759, best-error: 9.972478718697529 worst-error: 9.999277771139019 SearchModels iteration 77> population: 16, bsize: 64, queue: 59, observed: 4818, best-error: 9.951545429687263 worst-error: 9.985434936630778 SearchModels iteration 78> population: 16, bsize: 64, queue: 60, observed: 4878, best-error: 9.92576278243925 worst-error: 9.974558367175733 SearchModels iteration 79> population: 16, bsize: 64, queue: 58, observed: 4936, best-error: 9.895732348456239 worst-error: 9.959047909058494 SearchModels iteration 80> population: 16, bsize: 64, queue: 56, observed: 4992, best-error: 9.895732348456239 worst-error: 9.945532748337257 SearchModels iteration 81> population: 16, bsize: 64, queue: 56, observed: 5048, best-error: 9.895732348456239 worst-error: 9.916859950282204 SearchModels iteration 82> population: 16, bsize: 64, queue: 58, observed: 5106, best-error: 9.892915754638455 worst-error: 9.909966636429207 SearchModels iteration 83> population: 16, bsize: 64, queue: 57, observed: 5163, best-error: 9.888365907122484 worst-error: 9.902081879788533 SearchModels iteration 84> population: 16, bsize: 64, queue: 59, observed: 5222, best-error: 9.869269429330954 worst-error: 9.893683294595727 SearchModels iteration 85> population: 16, bsize: 64, queue: 58, observed: 5280, best-error: 9.858282356579574 worst-error: 9.891446176000716 SearchModels iteration 86> population: 16, bsize: 64, queue: 54, observed: 5334, best-error: 9.835792971604288 worst-error: 9.884392947161457 SearchModels iteration 87> population: 16, bsize: 64, queue: 59, observed: 5393, best-error: 9.835792971604288 worst-error: 9.872051306778232 SearchModels iteration 88> population: 16, bsize: 64, queue: 57, observed: 5450, best-error: 9.835792971604288 worst-error: 9.860205471062695 SearchModels iteration 89> population: 16, bsize: 64, queue: 60, observed: 5510, best-error: 9.818223728894946 worst-error: 9.852966193205317 SearchModels iteration 90> population: 16, bsize: 64, queue: 60, observed: 5570, best-error: 9.80807902617948 worst-error: 9.841411672788439 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5628, best-error: 9.80807902617948 worst-error: 9.830097190497026 SearchModels iteration 92> population: 16, bsize: 64, queue: 60, observed: 5688, best-error: 9.7988426243045 worst-error: 9.823102306752222 SearchModels iteration 93> population: 16, bsize: 64, queue: 59, observed: 5747, best-error: 9.791225630297804 worst-error: 9.81504789525075 SearchModels iteration 94> population: 16, bsize: 64, queue: 60, observed: 5807, best-error: 9.791225630297804 worst-error: 9.808738893875315 SearchModels iteration 95> population: 16, bsize: 64, queue: 59, observed: 5866, best-error: 9.791225630297804 worst-error: 9.80044713974069 SearchModels iteration 96> population: 16, bsize: 64, queue: 60, observed: 5926, best-error: 9.76860010899884 worst-error: 9.795468201202123 SearchModels iteration 97> population: 16, bsize: 64, queue: 61, observed: 5987, best-error: 9.766083836889068 worst-error: 9.792918267868096 SearchModels iteration 98> population: 16, bsize: 64, queue: 59, observed: 6046, best-error: 9.737666773005126 worst-error: 9.76942727526959 SearchModels iteration 99> population: 16, bsize: 64, queue: 56, observed: 6102, best-error: 9.737666773005126 worst-error: 9.76262444530197 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.5157459097625694, 0.024495802139366418, 0.9631775667707867, 0.07096905676957732, 0.8404711257082097] 1 => ([1.4601061326707678, 0.19998139947683632, 0.6965694917695899, 0.06843946084540035, 0.8439951199628508] => 9.713112199370704) 2 => ([1.445649636307691, 0.19998139947683632, 0.6965694917695899, 0.06843946084540035, 0.8439951199628508] => 9.737666773005126) 3 => ([1.4412332558002467, 0.20104995761719335, 0.6956601366526198, 0.06843966755669612, 0.8439951199628508] => 9.737887702872912) 4 => ([1.4368168752928023, 0.2021185157575504, 0.6947507815356496, 0.06843987426799186, 0.8439951199628508] => 9.74214124862233) 5 => ([1.439793690655864, 0.20046559297630967, 0.6961105545677125, 0.06843963936879213, 0.8439951199628508] => 9.743542481548182) 6 => ([1.4347357725234868, 0.2015059456855447, 0.6947742095743075, 0.06843946084540035, 0.8439951199628508] => 9.74511136623953) 7 => ([1.4353773101484197, 0.2015341511166667, 0.6952011994507423, 0.0684398460800879, 0.8439951199628508] => 9.746049048985137) 8 => ([1.441145152138395, 0.20097238180146454, 0.6965503233743244, 0.06843979910024794, 0.8439951199628508] => 9.746684750044052) 9 => ([1.435900859716005, 0.20099224045607278, 0.6956654612068602, 0.06843957359701622, 0.8439951199628508] => 9.747376848710958) 10 => ([1.4341066254197554, 0.20205086926912572, 0.6951985371736222, 0.06843989305992784, 0.8439951199628508] => 9.749190548108574) 11 => ([1.433937745004037, 0.200949786475783, 0.6956516173658351, 0.06843981789218392, 0.8439951199628508] => 9.750724592282575) 12 => ([1.4388929100537466, 0.20146787296377866, 0.6965407391766917, 0.06843996822767173, 0.8439951199628508] => 9.751239713988147) 13 => ([1.4312839299987021, 0.2020741232273751, 0.694750781631219, 0.06843987585604273, 0.8439951199628508] => 9.752352167454465) 14 => ([1.4334480684214983, 0.20150105624933218, 0.6956505525505563, 0.06843983827217077, 0.8439951199628508] => 9.752467867653683) 15 => ([1.4352892064865679, 0.20145657530093788, 0.696091386172447, 0.06843997762363974, 0.8439951199628508] => 9.75282957998397) Test Summary: | Total Time SearchModels.jl | 0 5.6s ===== 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: 169, observed: 1138, best-error: 0.4999999999999982 worst-error: 20.800000000000008 SearchModels iteration 2> population: 16, bsize: 32, queue: 169, observed: 1307, best-error: 0.0999999999999996 worst-error: 1.0531250000000005 SearchModels iteration 3> population: 16, bsize: 32, queue: 163, observed: 1470, best-error: 0.02441406250000004 worst-error: 0.4499999999999993 SearchModels iteration 4> population: 16, bsize: 32, queue: 177, observed: 1647, best-error: 0.0 worst-error: 0.06003906250000018 SearchModels iteration 5> population: 16, bsize: 32, queue: 170, observed: 1817, best-error: 0.0 worst-error: 0.010351562499999946 SearchModels iteration 6> population: 16, bsize: 32, queue: 149, observed: 1966, best-error: 0.0 worst-error: 0.00066406249999998 SearchModels iteration 7> population: 16, bsize: 32, queue: 152, observed: 2118, best-error: 0.0 worst-error: 6.140768527984619e-5 SearchModels iteration 8> population: 16, bsize: 32, queue: 142, observed: 2260, best-error: 0.0 worst-error: 5.496181547641937e-6 SearchModels iteration 9> population: 16, bsize: 32, queue: 137, observed: 2397, best-error: 0.0 worst-error: 6.103888154033045e-7 SearchModels iteration 10> population: 16, bsize: 32, queue: 135, observed: 2532, best-error: 0.0 worst-error: 1.5259021893150348e-7 SearchModels iteration 11> population: 16, bsize: 32, queue: 139, observed: 2671, best-error: 0.0 worst-error: 3.8147118175378227e-8 SearchModels> stop by convergence error=(1.00009765625, 1.0001953124999998) => 9.536752258992187e-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 => ((0.9999999999999999, 1.0) => 4.942706609275402e-30) 5 => ((1.0000488281249997, 1.00009765625) => 2.3841863594235553e-9) 6 => ((1.000048828125, 1.0000976562500001) => 2.3841863594453453e-9) 7 => ((0.999951171875, 0.9999023437500001) => 2.3841863594454512e-9) 8 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 9 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) 10 => ((0.9999511718749999, 0.9999023437500001) => 2.3841863594561876e-9) 11 => ((0.9999511718749999, 0.99990234375) => 2.3841863594562406e-9) 12 => ((0.9999511718749999, 0.9999023437499999) => 2.3841863594562935e-9) 13 => ((1.0000488281250002, 1.0000976562500001) => 2.3841863594672412e-9) 14 => ((1.00009765625, 1.0001953125000003) => 9.53675225899134e-9) 15 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-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: 165, observed: 1135, best-error: 0.0999999999999996 worst-error: 31.720000000000056 SearchModels iteration 2> population: 16, bsize: 32, queue: 178, observed: 1313, best-error: 0.0031250000000000886 worst-error: 2.528125000000016 SearchModels iteration 3> population: 16, bsize: 32, queue: 162, observed: 1475, best-error: 0.0031250000000000886 worst-error: 0.4999999999999982 SearchModels iteration 4> population: 16, bsize: 32, queue: 172, observed: 1647, best-error: 0.0031250000000000886 worst-error: 0.16999999999999993 SearchModels iteration 5> population: 16, bsize: 32, queue: 180, observed: 1827, best-error: 0.0031250000000000886 worst-error: 0.08500244140624966 SearchModels iteration 6> population: 16, bsize: 32, queue: 182, observed: 2009, best-error: 0.0031250000000000886 worst-error: 0.04888916015625 SearchModels iteration 7> population: 16, bsize: 32, queue: 182, observed: 2191, best-error: 0.0031250000000000886 worst-error: 0.030894327163696188 SearchModels iteration 8> population: 16, bsize: 32, queue: 180, observed: 2371, best-error: 0.0031250000000000886 worst-error: 0.022505044937133695 SearchModels iteration 9> population: 16, bsize: 32, queue: 181, observed: 2552, best-error: 0.0031250000000000886 worst-error: 0.01209275245666525 SearchModels iteration 10> population: 16, bsize: 32, queue: 180, observed: 2732, best-error: 0.0031250000000000886 worst-error: 0.007237740792334 SearchModels iteration 11> population: 16, bsize: 32, queue: 176, observed: 2908, best-error: 0.0031250000000000886 worst-error: 0.004903842548374074 SearchModels iteration 12> population: 16, bsize: 32, queue: 174, observed: 3082, best-error: 0.0031250000000000886 worst-error: 0.0042741840356029384 SearchModels iteration 13> population: 16, bsize: 32, queue: 175, observed: 3257, best-error: 0.0031250000000000886 worst-error: 0.003856033238444591 SearchModels iteration 14> population: 16, bsize: 32, queue: 179, observed: 3436, best-error: 0.0031250000000000886 worst-error: 0.0034185113036074516 SearchModels iteration 15> population: 16, bsize: 32, queue: 165, observed: 3601, best-error: 0.003035366854626361 worst-error: 0.0032238295514258153 SearchModels iteration 16> population: 16, bsize: 32, queue: 186, observed: 3787, best-error: 0.002809237918037737 worst-error: 0.0030642383637564867 SearchModels iteration 17> population: 16, bsize: 32, queue: 174, observed: 3961, best-error: 0.002809237918037737 worst-error: 0.002964533613672281 SearchModels iteration 18> population: 16, bsize: 32, queue: 168, observed: 4129, best-error: 0.002778357718554357 worst-error: 0.002881643930768943 SearchModels iteration 19> population: 16, bsize: 32, queue: 168, observed: 4297, best-error: 0.0027676371290651404 worst-error: 0.002816844385763018 SearchModels iteration 20> population: 16, bsize: 32, queue: 148, observed: 4445, best-error: 0.002759074622255604 worst-error: 0.002778357718554357 SearchModels iteration 21> population: 16, bsize: 32, queue: 135, observed: 4580, best-error: 0.002759074622255604 worst-error: 0.0027634841793093908 SearchModels iteration 22> population: 16, bsize: 32, queue: 114, observed: 4694, best-error: 0.0027590713128772325 worst-error: 0.002759517533806241 SearchModels iteration 23> population: 16, bsize: 32, queue: 107, observed: 4801, best-error: 0.002759070553358207 worst-error: 0.002759082563372168 SearchModels> stop by convergence error=(1.05252685546875, 1.1078094482421874) => 0.0027590716564843305, iter=24 (of 300) 1 => ((1.05252685546875, 1.1078128814697263) => 0.0027590705464346785) 2 => ((1.05252685546875, 1.1078124999999999) => 0.002759070553358207) 3 => ((1.05252685546875, 1.1078124999999996) => 0.002759070553358207) 4 => ((1.05252685546875, 1.107813262939453) => 0.0027590705686149804) 5 => ((1.05252685546875, 1.1078121185302732) => 0.0027590705893855657) 6 => ((1.05252685546875, 1.1078136444091795) => 0.002759070619899113) 7 => ((1.05252685546875, 1.1078117370605467) => 0.002759070654516755) 8 => ((1.05252685546875, 1.107814025878906) => 0.002759070700287076) 9 => ((1.05252685546875, 1.1078113555908202) => 0.0027590707487517747) 10 => ((1.05252685546875, 1.1078144073486327) => 0.0027590708097788696) 11 => ((1.05252685546875, 1.1078147888183592) => 0.0027590709483744933) 12 => ((1.05252685546875, 1.1078102111816406) => 0.002759071206079817) 13 => ((1.05252685546875, 1.1078102111816404) => 0.002759071206079817) 14 => ((1.05252685546875, 1.1078155517578123) => 0.0027590713128772325) 15 => ((1.05252685546875, 1.1078159332275388) => 0.0027590715387843475) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 20.31s PkgEval succeeded after 64.35s