Package evaluation of SearchModels on Julia 1.13.0-DEV.971 (04e26c5eae*) started at 2025-08-10T14:08:36.687 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.15s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 1.14s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 21.66s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_wnuipY/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_wnuipY/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: 51, observed: 351, best-error: 41290.46255348557 worst-error: 298391.1387561453 SearchModels iteration 2> population: 16, bsize: 64, queue: 53, observed: 404, best-error: 5093.844008270969 worst-error: 146103.16845955222 SearchModels iteration 3> population: 16, bsize: 64, queue: 60, observed: 464, best-error: 426.0453927925266 worst-error: 16922.934483447076 SearchModels iteration 4> population: 16, bsize: 64, queue: 56, observed: 520, best-error: 86.1374750646613 worst-error: 2147.9898990886777 SearchModels iteration 5> population: 16, bsize: 64, queue: 58, observed: 578, best-error: 65.90326333093735 worst-error: 344.034446947429 SearchModels iteration 6> population: 16, bsize: 64, queue: 60, observed: 638, best-error: 65.90326333093735 worst-error: 99.89548978629999 SearchModels iteration 7> population: 16, bsize: 64, queue: 59, observed: 697, best-error: 65.90326333093735 worst-error: 75.01084128792137 SearchModels iteration 8> population: 16, bsize: 64, queue: 57, observed: 754, best-error: 64.26854269685333 worst-error: 67.502889397053 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 812, best-error: 63.72360173282912 worst-error: 66.02120641152514 SearchModels iteration 10> population: 16, bsize: 64, queue: 63, observed: 875, best-error: 63.08213753567791 worst-error: 64.31491243889204 SearchModels iteration 11> population: 16, bsize: 64, queue: 58, observed: 933, best-error: 62.538719811044416 worst-error: 63.58704436923952 SearchModels iteration 12> population: 16, bsize: 64, queue: 59, observed: 992, best-error: 60.499302612495974 worst-error: 63.08213753567791 SearchModels iteration 13> population: 16, bsize: 64, queue: 59, observed: 1051, best-error: 60.28790426075867 worst-error: 61.58137231972069 SearchModels iteration 14> population: 16, bsize: 64, queue: 60, observed: 1111, best-error: 59.831598313076306 worst-error: 60.877727733813735 SearchModels iteration 15> population: 16, bsize: 64, queue: 59, observed: 1170, best-error: 59.831598313076306 worst-error: 60.5098842152697 SearchModels iteration 16> population: 16, bsize: 64, queue: 59, observed: 1229, best-error: 59.831598313076306 worst-error: 60.23826584060632 SearchModels iteration 17> population: 16, bsize: 64, queue: 57, observed: 1286, best-error: 59.736558077094614 worst-error: 60.0233431939379 SearchModels iteration 18> population: 16, bsize: 64, queue: 60, observed: 1346, best-error: 59.61586978146895 worst-error: 59.90085173901071 SearchModels iteration 19> population: 16, bsize: 64, queue: 62, observed: 1408, best-error: 59.61586978146895 worst-error: 59.807966812868045 SearchModels iteration 20> population: 16, bsize: 64, queue: 57, observed: 1465, best-error: 59.463120142232675 worst-error: 59.72305931460025 SearchModels iteration 21> population: 16, bsize: 64, queue: 57, observed: 1522, best-error: 59.463120142232675 worst-error: 59.63452858789795 SearchModels iteration 22> population: 16, bsize: 64, queue: 56, observed: 1578, best-error: 59.41744593065823 worst-error: 59.564954301657046 SearchModels iteration 23> population: 16, bsize: 64, queue: 58, observed: 1636, best-error: 59.41744593065823 worst-error: 59.50285499619869 SearchModels iteration 24> population: 16, bsize: 64, queue: 59, observed: 1695, best-error: 59.36807447473793 worst-error: 59.45449625328306 SearchModels iteration 25> population: 16, bsize: 64, queue: 59, observed: 1754, best-error: 59.293004644147274 worst-error: 59.39947492548534 SearchModels iteration 26> population: 16, bsize: 64, queue: 57, observed: 1811, best-error: 59.293004644147274 worst-error: 59.365606562911594 SearchModels iteration 27> population: 16, bsize: 64, queue: 59, observed: 1870, best-error: 59.293004644147274 worst-error: 59.33530075603398 SearchModels iteration 28> population: 16, bsize: 64, queue: 56, observed: 1926, best-error: 59.293004644147274 worst-error: 59.32023165885564 SearchModels iteration 29> population: 16, bsize: 64, queue: 62, observed: 1988, best-error: 59.2542562860805 worst-error: 59.31530151489956 SearchModels iteration 30> population: 16, bsize: 64, queue: 57, observed: 2045, best-error: 59.25018094519234 worst-error: 59.291118931991946 SearchModels iteration 31> population: 16, bsize: 64, queue: 57, observed: 2102, best-error: 59.25018094519234 worst-error: 59.27271296116044 SearchModels iteration 32> population: 16, bsize: 64, queue: 57, observed: 2159, best-error: 59.20353909193292 worst-error: 59.258914435416514 SearchModels iteration 33> population: 16, bsize: 64, queue: 63, observed: 2222, best-error: 59.20353909193292 worst-error: 59.2542562860805 SearchModels iteration 34> population: 16, bsize: 64, queue: 54, observed: 2276, best-error: 59.18994385060974 worst-error: 59.22819902171409 SearchModels iteration 35> population: 16, bsize: 64, queue: 57, observed: 2333, best-error: 59.18193698125436 worst-error: 59.207912263180376 SearchModels iteration 36> population: 16, bsize: 64, queue: 59, observed: 2392, best-error: 59.17052090710151 worst-error: 59.198563761768 SearchModels iteration 37> population: 16, bsize: 64, queue: 60, observed: 2452, best-error: 59.17052090710151 worst-error: 59.18757786394605 SearchModels iteration 38> population: 16, bsize: 64, queue: 56, observed: 2508, best-error: 59.13779591771387 worst-error: 59.18109258690539 SearchModels iteration 39> population: 16, bsize: 64, queue: 60, observed: 2568, best-error: 59.13656347595385 worst-error: 59.17440077473094 SearchModels iteration 40> population: 16, bsize: 64, queue: 57, observed: 2625, best-error: 59.13656347595385 worst-error: 59.15601742981553 SearchModels iteration 41> population: 16, bsize: 64, queue: 62, observed: 2687, best-error: 59.102605959773186 worst-error: 59.145326804347725 SearchModels iteration 42> population: 16, bsize: 64, queue: 60, observed: 2747, best-error: 59.102605959773186 worst-error: 59.13619799048787 SearchModels iteration 43> population: 16, bsize: 64, queue: 60, observed: 2807, best-error: 59.0940770044437 worst-error: 59.12107811090323 SearchModels iteration 44> population: 16, bsize: 64, queue: 53, observed: 2860, best-error: 59.0940770044437 worst-error: 59.11238006095463 SearchModels iteration 45> population: 16, bsize: 64, queue: 54, observed: 2914, best-error: 59.076291336457366 worst-error: 59.10422984982838 SearchModels iteration 46> population: 16, bsize: 64, queue: 57, observed: 2971, best-error: 59.07525894855233 worst-error: 59.10083972468691 SearchModels iteration 47> population: 16, bsize: 64, queue: 57, observed: 3028, best-error: 59.06948549673994 worst-error: 59.093706513670924 SearchModels iteration 48> population: 16, bsize: 64, queue: 58, observed: 3086, best-error: 59.051294197704415 worst-error: 59.08250694618243 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3144, best-error: 59.029397538853 worst-error: 59.06850764038916 SearchModels iteration 50> population: 16, bsize: 64, queue: 59, observed: 3203, best-error: 59.029397538853 worst-error: 59.059864906310096 SearchModels iteration 51> population: 16, bsize: 64, queue: 59, observed: 3262, best-error: 59.029397538853 worst-error: 59.04898699148752 SearchModels iteration 52> population: 16, bsize: 64, queue: 57, observed: 3319, best-error: 59.02055042788736 worst-error: 59.04289827432238 SearchModels iteration 53> population: 16, bsize: 64, queue: 60, observed: 3379, best-error: 59.01308245268146 worst-error: 59.03744143180643 SearchModels iteration 54> population: 16, bsize: 64, queue: 59, observed: 3438, best-error: 59.00995961123933 worst-error: 59.027367208984266 SearchModels iteration 55> population: 16, bsize: 64, queue: 58, observed: 3496, best-error: 58.98339122290961 worst-error: 59.019894846735234 SearchModels iteration 56> population: 16, bsize: 64, queue: 58, observed: 3554, best-error: 58.86196606597206 worst-error: 59.01083148536504 SearchModels iteration 57> population: 16, bsize: 64, queue: 57, observed: 3611, best-error: 58.859446937551716 worst-error: 58.89298146871564 SearchModels iteration 58> population: 16, bsize: 64, queue: 58, observed: 3669, best-error: 58.83287364660782 worst-error: 58.87033755953305 SearchModels iteration 59> population: 16, bsize: 64, queue: 59, observed: 3728, best-error: 58.8147651497534 worst-error: 58.86434466701542 SearchModels iteration 60> population: 16, bsize: 64, queue: 55, observed: 3783, best-error: 58.8147651497534 worst-error: 58.84963663547557 SearchModels iteration 61> population: 16, bsize: 64, queue: 56, observed: 3839, best-error: 58.80508249754578 worst-error: 58.83947047377742 SearchModels iteration 62> population: 16, bsize: 64, queue: 57, observed: 3896, best-error: 58.787890748148385 worst-error: 58.824888634623306 SearchModels iteration 63> population: 16, bsize: 64, queue: 59, observed: 3955, best-error: 58.787890748148385 worst-error: 58.81279759495131 SearchModels iteration 64> population: 16, bsize: 64, queue: 57, observed: 4012, best-error: 58.78422790735028 worst-error: 58.801087804340995 SearchModels iteration 65> population: 16, bsize: 64, queue: 60, observed: 4072, best-error: 58.783678418810524 worst-error: 58.797466192222785 SearchModels iteration 66> population: 16, bsize: 64, queue: 61, observed: 4133, best-error: 58.77085778535226 worst-error: 58.79032745856655 SearchModels iteration 67> population: 16, bsize: 64, queue: 59, observed: 4192, best-error: 58.77085778535226 worst-error: 58.78472536529345 SearchModels iteration 68> population: 16, bsize: 64, queue: 52, observed: 4244, best-error: 58.76277073159117 worst-error: 58.777537825279204 SearchModels iteration 69> population: 16, bsize: 64, queue: 57, observed: 4301, best-error: 58.752663835940616 worst-error: 58.77271322508965 SearchModels iteration 70> population: 16, bsize: 64, queue: 62, observed: 4363, best-error: 58.74347020787878 worst-error: 58.766060840279465 SearchModels iteration 71> population: 16, bsize: 64, queue: 62, observed: 4425, best-error: 58.74347020787878 worst-error: 58.756872668417344 SearchModels iteration 72> population: 16, bsize: 64, queue: 56, observed: 4481, best-error: 58.71885608516357 worst-error: 58.7486495836868 SearchModels iteration 73> population: 16, bsize: 64, queue: 58, observed: 4539, best-error: 58.71885608516357 worst-error: 58.74394866008479 SearchModels iteration 74> population: 16, bsize: 64, queue: 57, observed: 4596, best-error: 58.70965083910609 worst-error: 58.732714873870144 SearchModels iteration 75> population: 16, bsize: 64, queue: 58, observed: 4654, best-error: 58.69796655449619 worst-error: 58.72384420725641 SearchModels iteration 76> population: 16, bsize: 64, queue: 62, observed: 4716, best-error: 58.69644843459414 worst-error: 58.717283333786334 SearchModels iteration 77> population: 16, bsize: 64, queue: 58, observed: 4774, best-error: 58.68877130169576 worst-error: 58.70771842479844 SearchModels iteration 78> population: 16, bsize: 64, queue: 58, observed: 4832, best-error: 58.676005991996554 worst-error: 58.69990352496123 SearchModels iteration 79> population: 16, bsize: 64, queue: 57, observed: 4889, best-error: 58.66321189839376 worst-error: 58.691633011004484 SearchModels iteration 80> population: 16, bsize: 64, queue: 56, observed: 4945, best-error: 58.66321189839376 worst-error: 58.68427283997926 SearchModels iteration 81> population: 16, bsize: 64, queue: 61, observed: 5006, best-error: 58.65734780298116 worst-error: 58.675022533957936 SearchModels iteration 82> population: 16, bsize: 64, queue: 60, observed: 5066, best-error: 58.65734780298116 worst-error: 58.66711223468149 SearchModels iteration 83> population: 16, bsize: 64, queue: 58, observed: 5124, best-error: 58.651532495994374 worst-error: 58.66272682795927 SearchModels iteration 84> population: 16, bsize: 64, queue: 59, observed: 5183, best-error: 58.651532495994374 worst-error: 58.658794780857704 SearchModels iteration 85> population: 16, bsize: 64, queue: 57, observed: 5240, best-error: 58.651532495994374 worst-error: 58.65540653888344 SearchModels iteration 86> population: 16, bsize: 64, queue: 56, observed: 5296, best-error: 58.64337570900715 worst-error: 58.65332891008693 SearchModels iteration 87> population: 16, bsize: 64, queue: 56, observed: 5352, best-error: 58.64337570900715 worst-error: 58.65139754641797 SearchModels iteration 88> population: 16, bsize: 64, queue: 59, observed: 5411, best-error: 58.64195811901175 worst-error: 58.64820759866088 SearchModels iteration 89> population: 16, bsize: 64, queue: 56, observed: 5467, best-error: 58.632083664399204 worst-error: 58.64526819333925 SearchModels iteration 90> population: 16, bsize: 64, queue: 54, observed: 5521, best-error: 58.632083664399204 worst-error: 58.64080524414448 SearchModels iteration 91> population: 16, bsize: 64, queue: 57, observed: 5578, best-error: 58.6218002657409 worst-error: 58.63714800645937 SearchModels iteration 92> population: 16, bsize: 64, queue: 59, observed: 5637, best-error: 58.6218002657409 worst-error: 58.63484567851062 SearchModels iteration 93> population: 16, bsize: 64, queue: 55, observed: 5692, best-error: 58.618188632290504 worst-error: 58.630861367702266 SearchModels iteration 94> population: 16, bsize: 64, queue: 58, observed: 5750, best-error: 58.61394310635286 worst-error: 58.62732177020182 SearchModels iteration 95> population: 16, bsize: 64, queue: 57, observed: 5807, best-error: 58.61044033496447 worst-error: 58.621596873672466 SearchModels iteration 96> population: 16, bsize: 64, queue: 56, observed: 5863, best-error: 58.60696435154449 worst-error: 58.61683544877937 SearchModels iteration 97> population: 16, bsize: 64, queue: 58, observed: 5921, best-error: 58.60540739983534 worst-error: 58.6130009463095 SearchModels iteration 98> population: 16, bsize: 64, queue: 56, observed: 5977, best-error: 58.60528323865681 worst-error: 58.60991861690702 SearchModels iteration 99> population: 16, bsize: 64, queue: 58, observed: 6035, best-error: 58.597651634849626 worst-error: 58.60722140067649 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.4481491784290169, 0.027819756394193762, 0.34447258328346175, 0.11199279153826358, 0.17137391372653965] 1 => ([-0.1425088607412986, 0.29347062247664146, -0.1936274869265312, 0.10783824321650169, 0.17897759529582652] => 58.597651634849626) 2 => ([-0.14281966210614758, 0.295344641722569, -0.19435241744093604, 0.10783824321650169, 0.17897759529582652] => 58.600620394675346) 3 => ([-0.14301593525219866, 0.294940346301144, -0.1941680429478693, 0.10783824321650169, 0.17897759529582652] => 58.601480405897505) 4 => ([-0.14332928000899683, 0.29318536038071225, -0.19515701475002883, 0.10783824321650169, 0.17897759529582652] => 58.60331843441248) 5 => ([-0.14337371870614188, 0.29514450235202105, -0.19480009537142454, 0.10783824321650169, 0.17897759529582652] => 58.60451561408279) 6 => ([-0.14337371870614185, 0.2958603647516401, -0.1948000953714245, 0.10783824321650169, 0.17897759529582652] => 58.60528323865681) 7 => ([-0.14334199381844048, 0.29631684671148917, -0.19463194504616851, 0.10783824321650169, 0.17897759529582652] => 58.605287475017526) 8 => ([-0.1433547076278841, 0.29651647943845905, -0.1941068753423082, 0.10783824321650169, 0.17897759529582652] => 58.60540739983534) 9 => ([-0.1432339862596742, 0.2955468884849519, -0.19529632267004982, 0.10783824321650169, 0.17897759529582652] => 58.6055874685185) 10 => ([-0.1432520910885692, 0.29653951286006835, -0.1949387216633827, 0.10783824321650169, 0.17897759529582652] => 58.60558822506388) 11 => ([-0.14339272978439965, 0.29377252526558306, -0.19549331540054088, 0.10783824321650169, 0.17897759529582652] => 58.60571313462502) 12 => ([-0.14335149935756936, 0.2959887893680797, -0.19497855506072667, 0.10783824321650169, 0.17897759529582652] => 58.60572348509303) 13 => ([-0.14336523986426603, 0.29600899265464076, -0.19500374360698225, 0.10783824321650169, 0.17897759529582652] => 58.60590783906672) 14 => ([-0.14351737507538886, 0.29600401661338704, -0.19450694326020118, 0.10783824321650169, 0.17897759529582652] => 58.605922468201825) 15 => ([-0.14313046347099656, 0.2972186609684966, -0.19507734795534087, 0.10783824321650169, 0.17897759529582652] => 58.60600043891744) Test Summary: | Total Time SearchModels.jl | 0 6.0s ===== 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: 1143, best-error: 0.10000000000000016 worst-error: 20.499999999999996 SearchModels iteration 2> population: 16, bsize: 32, queue: 173, observed: 1316, best-error: 0.0031249999999999776 worst-error: 1.2499999999999973 SearchModels iteration 3> population: 16, bsize: 32, queue: 173, observed: 1489, best-error: 0.0031249999999999776 worst-error: 0.1650390625 SearchModels iteration 4> population: 16, bsize: 32, queue: 162, observed: 1651, best-error: 0.0031249999999999776 worst-error: 0.0499999999999992 SearchModels iteration 5> population: 16, bsize: 32, queue: 164, observed: 1815, best-error: 0.0031249999999999776 worst-error: 0.01636962890625002 SearchModels iteration 6> population: 16, bsize: 32, queue: 167, observed: 1982, best-error: 0.0031249999999999776 worst-error: 0.007173776626586856 SearchModels iteration 7> population: 16, bsize: 32, queue: 159, observed: 2141, best-error: 0.0017815977334975984 worst-error: 0.0037710666656493243 SearchModels iteration 8> population: 16, bsize: 32, queue: 170, observed: 2311, best-error: 0.0017815977334975984 worst-error: 0.0024718380346894103 SearchModels iteration 9> population: 16, bsize: 32, queue: 165, observed: 2476, best-error: 0.0017815977334975984 worst-error: 0.0020007169619202696 SearchModels iteration 10> population: 16, bsize: 32, queue: 150, observed: 2626, best-error: 0.001587587036192414 worst-error: 0.0018239075317978577 SearchModels iteration 11> population: 16, bsize: 32, queue: 164, observed: 2790, best-error: 0.001587587036192414 worst-error: 0.001720172800123709 SearchModels iteration 12> population: 16, bsize: 32, queue: 144, observed: 2934, best-error: 0.001587587036192414 worst-error: 0.0016437960823623133 SearchModels iteration 13> population: 16, bsize: 32, queue: 148, observed: 3082, best-error: 0.0015720076185243603 worst-error: 0.001616657937411229 SearchModels iteration 14> population: 16, bsize: 32, queue: 136, observed: 3218, best-error: 0.001556552613619713 worst-error: 0.001587587036192414 SearchModels iteration 15> population: 16, bsize: 32, queue: 142, observed: 3360, best-error: 0.001556552613619713 worst-error: 0.0015763854722450682 SearchModels iteration 16> population: 16, bsize: 32, queue: 144, observed: 3504, best-error: 0.001556552613619713 worst-error: 0.001567246968534551 SearchModels iteration 17> population: 16, bsize: 32, queue: 151, observed: 3655, best-error: 0.001556552613619713 worst-error: 0.0015632573999668205 SearchModels iteration 18> population: 16, bsize: 32, queue: 146, observed: 3801, best-error: 0.001556552613619713 worst-error: 0.0015601908301377475 SearchModels iteration 19> population: 16, bsize: 32, queue: 148, observed: 3949, best-error: 0.001556552613619713 worst-error: 0.0015585240372456653 SearchModels iteration 20> population: 16, bsize: 32, queue: 144, observed: 4093, best-error: 0.001556552613619713 worst-error: 0.0015574102063610157 SearchModels iteration 21> population: 16, bsize: 32, queue: 137, observed: 4230, best-error: 0.001556552613619713 worst-error: 0.0015569196464909547 SearchModels iteration 22> population: 16, bsize: 32, queue: 126, observed: 4356, best-error: 0.001556552613619713 worst-error: 0.0015567234272423779 SearchModels iteration 23> population: 16, bsize: 32, queue: 91, observed: 4447, best-error: 0.0015565490745939297 worst-error: 0.0015566094242967655 SearchModels> stop by convergence error=(0.960546875, 0.9226348876953124) => 0.0015565728233195829, iter=24 (of 300) 1 => ((0.960546875, 0.9226501464843749) => 0.0015565490745939297) 2 => ((0.960546875, 0.9226486206054687) => 0.0015565493539907022) 3 => ((0.960546875, 0.9226463317871093) => 0.0015565506462007746) 4 => ((0.960546875, 0.9226455688476562) => 0.001556551309768109) 5 => ((0.960546875, 0.92265625) => 0.001556552613619713) 6 => ((0.960546875, 0.9226440429687499) => 0.0015565529861487433) 7 => ((0.960546875, 0.9226425170898437) => 0.001556555128190665) 8 => ((0.960546875, 0.9226417541503906) => 0.0015565563738346084) 9 => ((0.960546875, 0.9226409912109375) => 0.001556557735893874) 10 => ((0.960546875, 0.9226402282714843) => 0.0015565592143684612) 11 => ((0.960546875, 0.9226394653320311) => 0.0015565608092583704) 12 => ((0.960546875, 0.922637939453125) => 0.0015565643482841538) 13 => ((0.960546875, 0.9226371765136718) => 0.0015565662924200282) 14 => ((0.960546875, 0.9226364135742187) => 0.0015565683529712249) 15 => ((0.9605465888977052, 0.9226470947265625) => 0.0015565723523586266) ===== 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: 157, observed: 1134, best-error: 0.20000000000000115 worst-error: 10.100000000000003 SearchModels iteration 2> population: 16, bsize: 32, queue: 169, observed: 1303, best-error: 0.04999999999999955 worst-error: 1.3000000000000012 SearchModels iteration 3> population: 16, bsize: 32, queue: 159, observed: 1462, best-error: 0.04999999999999955 worst-error: 0.20312499999999997 SearchModels iteration 4> population: 16, bsize: 32, queue: 167, observed: 1629, best-error: 0.016601562500000028 worst-error: 0.08972656249999962 SearchModels iteration 5> population: 16, bsize: 32, queue: 167, observed: 1796, best-error: 0.016601562500000028 worst-error: 0.048313140869140646 SearchModels iteration 6> population: 16, bsize: 32, queue: 166, observed: 1962, best-error: 0.016601562500000028 worst-error: 0.03501235961914062 SearchModels iteration 7> population: 16, bsize: 32, queue: 170, observed: 2132, best-error: 0.016601562500000028 worst-error: 0.027479715347290035 SearchModels iteration 8> population: 16, bsize: 32, queue: 169, observed: 2301, best-error: 0.016601562500000028 worst-error: 0.02212204039096834 SearchModels iteration 9> population: 16, bsize: 32, queue: 172, observed: 2473, best-error: 0.016601562500000028 worst-error: 0.019801006913185155 SearchModels iteration 10> population: 16, bsize: 32, queue: 172, observed: 2645, best-error: 0.016601562500000028 worst-error: 0.018816092051565647 SearchModels iteration 11> population: 16, bsize: 32, queue: 178, observed: 2823, best-error: 0.016601562500000028 worst-error: 0.018052855539281217 SearchModels iteration 12> population: 16, bsize: 32, queue: 187, observed: 3010, best-error: 0.01656901753726743 worst-error: 0.017377800890845344 SearchModels iteration 13> population: 16, bsize: 32, queue: 174, observed: 3184, best-error: 0.01637161435996858 worst-error: 0.016883405143008193 SearchModels iteration 14> population: 16, bsize: 32, queue: 169, observed: 3353, best-error: 0.01602312621934346 worst-error: 0.01662063320386552 SearchModels iteration 15> population: 16, bsize: 32, queue: 170, observed: 3523, best-error: 0.01602312621934346 worst-error: 0.016238696330082323 SearchModels iteration 16> population: 16, bsize: 32, queue: 160, observed: 3683, best-error: 0.01602312621934346 worst-error: 0.01611770244267694 SearchModels iteration 17> population: 16, bsize: 32, queue: 145, observed: 3828, best-error: 0.01602312621934346 worst-error: 0.01606463225342557 SearchModels iteration 18> population: 16, bsize: 32, queue: 127, observed: 3955, best-error: 0.016022572757466286 worst-error: 0.016035630742844243 SearchModels iteration 19> population: 16, bsize: 32, queue: 107, observed: 4062, best-error: 0.016022572757466286 worst-error: 0.016024206765551465 SearchModels iteration 20> population: 16, bsize: 32, queue: 109, observed: 4171, best-error: 0.016022572327474303 worst-error: 0.01602263844262117 SearchModels> stop by convergence error=(0.8736228942871094, 0.7625) => 0.016022576216514775, iter=21 (of 300) 1 => ((0.8736265182495117, 0.7625) => 0.01602257222236403) 2 => ((0.8736261367797851, 0.7625) => 0.01602257226377058) 3 => ((0.8736270904541016, 0.7625) => 0.01602257232747429) 4 => ((0.8736270904541015, 0.7625) => 0.016022572327474303) 5 => ((0.8736272811889648, 0.7625) => 0.016022572407103128) 6 => ((0.8736251831054688, 0.7625) => 0.016022572757466286) 7 => ((0.8736251831054687, 0.7625) => 0.0160225727574663) 8 => ((0.8736280441284179, 0.7625) => 0.01602257294857926) 9 => ((0.8736242294311524, 0.7625) => 0.016022573808559613) 10 => ((0.8736242294311523, 0.7625) => 0.016022573808559613) 11 => ((0.873624038696289, 0.7625) => 0.01602257408566583) 12 => ((0.8736289978027343, 0.7625) => 0.016022574127087297) 13 => ((0.8736232757568358, 0.7625) => 0.016022575417048712) 14 => ((0.873623275756836, 0.7625) => 0.016022575417048716) 15 => ((0.8736230850219726, 0.7625) => 0.016022575805633873) Test Summary: | Total Time SearchModels.jl | 0 2.5s Testing SearchModels tests passed Testing completed after 21.03s PkgEval succeeded after 64.2s