Package evaluation of SearchModels on Julia 1.13.0-DEV.853 (3e868b27cf*) started at 2025-07-17T00:07:30.748 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.46s ################################################################################ # 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 v1.12.0 [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 v5.13.1+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 To see why use `status --outdated -m` Installation completed after 1.46s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 20.27s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_QTFvea/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_QTFvea/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 v1.12.0 [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 v5.13.1+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... SearchModels> search params iter=0, initialpopulation=300, maxpopulation=16, bsize=64, mutbsize=32, crossbsize=32 SearchModels iteration 1> population: 16, bsize: 64, queue: 60, observed: 360, best-error: 66047.99782903974 worst-error: 2.0798922879730824e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 58, observed: 418, best-error: 5919.097306876974 worst-error: 192632.504111017 SearchModels iteration 3> population: 16, bsize: 64, queue: 59, observed: 477, best-error: 1482.8602471298864 worst-error: 40718.7142330754 SearchModels iteration 4> population: 16, bsize: 64, queue: 59, observed: 536, best-error: 1025.366956806947 worst-error: 5919.097306876974 SearchModels iteration 5> population: 16, bsize: 64, queue: 60, observed: 596, best-error: 267.85998038958 worst-error: 1035.6563460677407 SearchModels iteration 6> population: 16, bsize: 64, queue: 62, observed: 658, best-error: 170.76806788380256 worst-error: 338.7136701407015 SearchModels iteration 7> population: 16, bsize: 64, queue: 56, observed: 714, best-error: 142.4955471968431 worst-error: 222.3676196848991 SearchModels iteration 8> population: 16, bsize: 64, queue: 60, observed: 774, best-error: 134.7457300897288 worst-error: 180.1248043953925 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 832, best-error: 134.7457300897288 worst-error: 155.95514554494986 SearchModels iteration 10> population: 16, bsize: 64, queue: 59, observed: 891, best-error: 131.76060983876027 worst-error: 142.4955471968431 SearchModels iteration 11> population: 16, bsize: 64, queue: 57, observed: 948, best-error: 123.50693260211831 worst-error: 134.72415811685383 SearchModels iteration 12> population: 16, bsize: 64, queue: 58, observed: 1006, best-error: 123.50693260211831 worst-error: 130.03940617888836 SearchModels iteration 13> population: 16, bsize: 64, queue: 57, observed: 1063, best-error: 123.35242516861173 worst-error: 127.35314149030116 SearchModels iteration 14> population: 16, bsize: 64, queue: 61, observed: 1124, best-error: 123.12096232855039 worst-error: 125.01607236575882 SearchModels iteration 15> population: 16, bsize: 64, queue: 58, observed: 1182, best-error: 122.34520206712213 worst-error: 123.6804338981414 SearchModels iteration 16> population: 16, bsize: 64, queue: 62, observed: 1244, best-error: 122.32131645822415 worst-error: 122.91536000075537 SearchModels iteration 17> population: 16, bsize: 64, queue: 62, observed: 1306, best-error: 121.45191374838971 worst-error: 122.50370804174456 SearchModels iteration 18> population: 16, bsize: 64, queue: 58, observed: 1364, best-error: 121.1465039863791 worst-error: 122.22239822541074 SearchModels iteration 19> population: 16, bsize: 64, queue: 59, observed: 1423, best-error: 120.69640335505103 worst-error: 121.51154839879274 SearchModels iteration 20> population: 16, bsize: 64, queue: 59, observed: 1482, best-error: 119.70367959763527 worst-error: 121.16060473105365 SearchModels iteration 21> population: 16, bsize: 64, queue: 59, observed: 1541, best-error: 119.47718801051305 worst-error: 121.00250701484653 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1599, best-error: 119.40787748099312 worst-error: 120.32880524564798 SearchModels iteration 23> population: 16, bsize: 64, queue: 60, observed: 1659, best-error: 118.91666559208281 worst-error: 119.85524431582934 SearchModels iteration 24> population: 16, bsize: 64, queue: 57, observed: 1716, best-error: 118.2339510689971 worst-error: 119.55000484466501 SearchModels iteration 25> population: 16, bsize: 64, queue: 60, observed: 1776, best-error: 118.00689056643859 worst-error: 119.13891761206524 SearchModels iteration 26> population: 16, bsize: 64, queue: 58, observed: 1834, best-error: 117.81192569338502 worst-error: 118.32748078177033 SearchModels iteration 27> population: 16, bsize: 64, queue: 61, observed: 1895, best-error: 117.36624744924934 worst-error: 117.89204574194873 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1953, best-error: 117.34824195189582 worst-error: 117.64860512544948 SearchModels iteration 29> population: 16, bsize: 64, queue: 57, observed: 2010, best-error: 116.32722955497098 worst-error: 117.42652998259827 SearchModels iteration 30> population: 16, bsize: 64, queue: 62, observed: 2072, best-error: 116.18842761634966 worst-error: 116.95431891743026 SearchModels iteration 31> population: 16, bsize: 64, queue: 60, observed: 2132, best-error: 116.09753235537283 worst-error: 116.6521941728054 SearchModels iteration 32> population: 16, bsize: 64, queue: 57, observed: 2189, best-error: 116.06300302205014 worst-error: 116.39753200604305 SearchModels iteration 33> population: 16, bsize: 64, queue: 56, observed: 2245, best-error: 115.95470791554983 worst-error: 116.21859108289783 SearchModels iteration 34> population: 16, bsize: 64, queue: 59, observed: 2304, best-error: 115.44742059188341 worst-error: 116.06293012542638 SearchModels iteration 35> population: 16, bsize: 64, queue: 59, observed: 2363, best-error: 115.44742059188341 worst-error: 115.933028252739 SearchModels iteration 36> population: 16, bsize: 64, queue: 61, observed: 2424, best-error: 114.86717349545448 worst-error: 115.71156595786795 SearchModels iteration 37> population: 16, bsize: 64, queue: 60, observed: 2484, best-error: 114.48754451301892 worst-error: 115.44742059188341 SearchModels iteration 38> population: 16, bsize: 64, queue: 58, observed: 2542, best-error: 114.48754451301892 worst-error: 115.19158878900971 SearchModels iteration 39> population: 16, bsize: 64, queue: 61, observed: 2603, best-error: 113.96758110956145 worst-error: 114.87693986191576 SearchModels iteration 40> population: 16, bsize: 64, queue: 60, observed: 2663, best-error: 113.96758110956145 worst-error: 114.68129658451063 SearchModels iteration 41> population: 16, bsize: 64, queue: 61, observed: 2724, best-error: 113.924887105465 worst-error: 114.48754451301892 SearchModels iteration 42> population: 16, bsize: 64, queue: 61, observed: 2785, best-error: 113.85063181593755 worst-error: 114.23267830574036 SearchModels iteration 43> population: 16, bsize: 64, queue: 57, observed: 2842, best-error: 113.47567332224294 worst-error: 114.02263051177565 SearchModels iteration 44> population: 16, bsize: 64, queue: 59, observed: 2901, best-error: 113.47567332224294 worst-error: 113.81248550901064 SearchModels iteration 45> population: 16, bsize: 64, queue: 60, observed: 2961, best-error: 113.35495709873706 worst-error: 113.69791740791598 SearchModels iteration 46> population: 16, bsize: 64, queue: 58, observed: 3019, best-error: 112.94497286756562 worst-error: 113.58916517230708 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3077, best-error: 112.94497286756562 worst-error: 113.43821570061762 SearchModels iteration 48> population: 16, bsize: 64, queue: 57, observed: 3134, best-error: 112.94497286756562 worst-error: 113.29094863152947 SearchModels iteration 49> population: 16, bsize: 64, queue: 63, observed: 3197, best-error: 112.85167904829522 worst-error: 113.17519697347352 SearchModels iteration 50> population: 16, bsize: 64, queue: 61, observed: 3258, best-error: 112.7805406016824 worst-error: 113.0472230633969 SearchModels iteration 51> population: 16, bsize: 64, queue: 59, observed: 3317, best-error: 112.71906725012146 worst-error: 112.95476610907143 SearchModels iteration 52> population: 16, bsize: 64, queue: 56, observed: 3373, best-error: 112.57232680264785 worst-error: 112.87182049148772 SearchModels iteration 53> population: 16, bsize: 64, queue: 57, observed: 3430, best-error: 112.52955973956917 worst-error: 112.76724592952232 SearchModels iteration 54> population: 16, bsize: 64, queue: 58, observed: 3488, best-error: 112.28728169382158 worst-error: 112.68444768273937 SearchModels iteration 55> population: 16, bsize: 64, queue: 61, observed: 3549, best-error: 112.17500010579913 worst-error: 112.57369023644581 SearchModels iteration 56> population: 16, bsize: 64, queue: 61, observed: 3610, best-error: 112.17500010579913 worst-error: 112.42145938900492 SearchModels iteration 57> population: 16, bsize: 64, queue: 61, observed: 3671, best-error: 112.00458866865519 worst-error: 112.30916265567183 SearchModels iteration 58> population: 16, bsize: 64, queue: 58, observed: 3729, best-error: 112.00458866865519 worst-error: 112.23150797427326 SearchModels iteration 59> population: 16, bsize: 64, queue: 57, observed: 3786, best-error: 111.7060610003403 worst-error: 112.14867025810798 SearchModels iteration 60> population: 16, bsize: 64, queue: 61, observed: 3847, best-error: 111.67952608983877 worst-error: 112.07466178028594 SearchModels iteration 61> population: 16, bsize: 64, queue: 59, observed: 3906, best-error: 111.67952608983877 worst-error: 111.8991706063156 SearchModels iteration 62> population: 16, bsize: 64, queue: 59, observed: 3965, best-error: 111.5523568560594 worst-error: 111.78025179872138 SearchModels iteration 63> population: 16, bsize: 64, queue: 60, observed: 4025, best-error: 111.41373408411182 worst-error: 111.7060610003403 SearchModels iteration 64> population: 16, bsize: 64, queue: 57, observed: 4082, best-error: 111.17201215161556 worst-error: 111.60603628051977 SearchModels iteration 65> population: 16, bsize: 64, queue: 57, observed: 4139, best-error: 111.16770451797895 worst-error: 111.50854719255962 SearchModels iteration 66> population: 16, bsize: 64, queue: 58, observed: 4197, best-error: 111.16770451797895 worst-error: 111.34072562528499 SearchModels iteration 67> population: 16, bsize: 64, queue: 57, observed: 4254, best-error: 110.93040290820335 worst-error: 111.24912203356493 SearchModels iteration 68> population: 16, bsize: 64, queue: 60, observed: 4314, best-error: 110.9220922133868 worst-error: 111.17201215161556 SearchModels iteration 69> population: 16, bsize: 64, queue: 62, observed: 4376, best-error: 110.9220922133868 worst-error: 111.04826196253278 SearchModels iteration 70> population: 16, bsize: 64, queue: 54, observed: 4430, best-error: 110.9220922133868 worst-error: 110.99762656302447 SearchModels iteration 71> population: 16, bsize: 64, queue: 59, observed: 4489, best-error: 110.86707018843532 worst-error: 110.95089050608115 SearchModels iteration 72> population: 16, bsize: 64, queue: 48, observed: 4537, best-error: 110.71031681664574 worst-error: 110.92571390921249 SearchModels iteration 73> population: 16, bsize: 64, queue: 61, observed: 4598, best-error: 110.60490052239363 worst-error: 110.85879790534807 SearchModels iteration 74> population: 16, bsize: 64, queue: 62, observed: 4660, best-error: 110.60490052239363 worst-error: 110.76252257043922 SearchModels iteration 75> population: 16, bsize: 64, queue: 58, observed: 4718, best-error: 110.49071153203549 worst-error: 110.70136097294666 SearchModels iteration 76> population: 16, bsize: 64, queue: 55, observed: 4773, best-error: 110.46868383652034 worst-error: 110.6436910194041 SearchModels iteration 77> population: 16, bsize: 64, queue: 61, observed: 4834, best-error: 110.35341952246473 worst-error: 110.57254572768663 SearchModels iteration 78> population: 16, bsize: 64, queue: 57, observed: 4891, best-error: 110.25197444615543 worst-error: 110.48412607745439 SearchModels iteration 79> population: 16, bsize: 64, queue: 60, observed: 4951, best-error: 110.25197444615543 worst-error: 110.41204768053237 SearchModels iteration 80> population: 16, bsize: 64, queue: 62, observed: 5013, best-error: 110.25197444615543 worst-error: 110.32515615917497 SearchModels iteration 81> population: 16, bsize: 64, queue: 54, observed: 5067, best-error: 110.10640981023236 worst-error: 110.27963744069143 SearchModels iteration 82> population: 16, bsize: 64, queue: 61, observed: 5128, best-error: 109.99678450936148 worst-error: 110.25635261578604 SearchModels iteration 83> population: 16, bsize: 64, queue: 54, observed: 5182, best-error: 109.99678450936148 worst-error: 110.16748488608356 SearchModels iteration 84> population: 16, bsize: 64, queue: 58, observed: 5240, best-error: 109.89630709482324 worst-error: 110.0903779447449 SearchModels iteration 85> population: 16, bsize: 64, queue: 56, observed: 5296, best-error: 109.83008230785805 worst-error: 110.0190660876564 SearchModels iteration 86> population: 16, bsize: 64, queue: 57, observed: 5353, best-error: 109.83008230785805 worst-error: 109.94577274826362 SearchModels iteration 87> population: 16, bsize: 64, queue: 58, observed: 5411, best-error: 109.75179858950868 worst-error: 109.8877643360399 SearchModels iteration 88> population: 16, bsize: 64, queue: 60, observed: 5471, best-error: 109.7030820869933 worst-error: 109.83112594141474 SearchModels iteration 89> population: 16, bsize: 64, queue: 57, observed: 5528, best-error: 109.64920097678943 worst-error: 109.78189473360258 SearchModels iteration 90> population: 16, bsize: 64, queue: 62, observed: 5590, best-error: 109.57161654411061 worst-error: 109.72742812559558 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5648, best-error: 109.5689851428929 worst-error: 109.67411486218221 SearchModels iteration 92> population: 16, bsize: 64, queue: 59, observed: 5707, best-error: 109.40464530003597 worst-error: 109.58902864822024 SearchModels iteration 93> population: 16, bsize: 64, queue: 57, observed: 5764, best-error: 109.31320951716349 worst-error: 109.49327260873483 SearchModels iteration 94> population: 16, bsize: 64, queue: 57, observed: 5821, best-error: 109.2947982759947 worst-error: 109.39852357878064 SearchModels iteration 95> population: 16, bsize: 64, queue: 61, observed: 5882, best-error: 109.16212454747571 worst-error: 109.33320626476369 SearchModels iteration 96> population: 16, bsize: 64, queue: 55, observed: 5937, best-error: 109.16212454747571 worst-error: 109.26213090935984 SearchModels iteration 97> population: 16, bsize: 64, queue: 61, observed: 5998, best-error: 108.96406300863501 worst-error: 109.22784621101523 SearchModels iteration 98> population: 16, bsize: 64, queue: 59, observed: 6057, best-error: 108.96406300863501 worst-error: 109.15976685000123 SearchModels iteration 99> population: 16, bsize: 64, queue: 57, observed: 6114, best-error: 108.82902368540091 worst-error: 109.06972118345061 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.09869870685846771, 0.8537704933958948, 0.7546787682893833, 0.09803076436761549, 0.9162468842031518] 1 => ([0.8864277481955828, -0.47679632102668296, -0.04648524018811975, 0.11648131639220663, 0.9266967051738734] => 108.82902368540091) 2 => ([0.8868478048344486, -0.4747148921031551, -0.047039752990136956, 0.11655841096398686, 0.9266967051738734] => 108.87525758989432) 3 => ([0.8886087158468414, -0.4771683683484857, -0.04704082124719101, 0.11659776059157423, 0.9266967051738734] => 108.89353283078242) 4 => ([0.8863391054207632, -0.4768440054272257, -0.04695478806880783, 0.11648131639220663, 0.9266967051738734] => 108.89680219946028) 5 => ([0.882013161663419, -0.47742059195259434, -0.0466531970469355, 0.11671420479094183, 0.9266967051738734] => 108.9123754152802) 6 => ([0.8862999372532908, -0.4790956435729933, -0.04696370522832183, 0.11632552256525165, 0.9266967051738734] => 108.93561251939984) 7 => ([0.8840579219626719, -0.4792538934412387, -0.046846890947641745, 0.11639201059017532, 0.9266967051738734] => 108.94036413398248) 8 => ([0.8815141008129928, -0.47785766476247316, -0.04684815703907128, 0.11655881213483549, 0.9266967051738734] => 108.94400183515684) 9 => ([0.8822158210459352, -0.4790210766761829, -0.0467959051298925, 0.11640341947872915, 0.9266967051738734] => 108.94730291396668) 10 => ([0.8865182000066231, -0.48161244548149795, -0.04695478806880783, 0.11648131639220663, 0.9266967051738734] => 108.96406300863501) 11 => ([0.8867839328352506, -0.48124583232568274, -0.04710657007166525, 0.11632552256525165, 0.9266967051738734] => 108.98383969975295) 12 => ([0.886345163158811, -0.4815037058004008, -0.04719847916866586, 0.11632552256525165, 0.9266967051738734] => 109.00518768792813) 13 => ([0.8775985751312553, -0.4780448628785058, -0.04682115390575124, 0.11694709318967704, 0.9266967051738734] => 109.01078515260761) 14 => ([0.8796433354305082, -0.47987816436715014, -0.04701484780645748, 0.11662489898891053, 0.9266967051738734] => 109.01599259160683) 15 => ([0.8832447470020808, -0.4829219301606584, -0.047037914870729156, 0.11651986367809675, 0.9266967051738734] => 109.02640949212991) Test Summary: | Total Time SearchModels.jl | 0 6.1s ===== 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: 163, observed: 1135, best-error: 0.02000000000000048 worst-error: 18.500000000000007 SearchModels iteration 2> population: 16, bsize: 32, queue: 173, observed: 1308, best-error: 0.02000000000000048 worst-error: 2.348125000000001 SearchModels iteration 3> population: 16, bsize: 32, queue: 172, observed: 1480, best-error: 0.02000000000000048 worst-error: 0.8199999999999934 SearchModels iteration 4> population: 16, bsize: 32, queue: 173, observed: 1653, best-error: 0.0031249999999999776 worst-error: 0.10722656249999919 SearchModels iteration 5> population: 16, bsize: 32, queue: 171, observed: 1824, best-error: 0.0 worst-error: 0.01660156249999989 SearchModels iteration 6> population: 16, bsize: 32, queue: 164, observed: 1988, best-error: 0.0 worst-error: 0.0038696289062498746 SearchModels iteration 7> population: 16, bsize: 32, queue: 160, observed: 2148, best-error: 0.0 worst-error: 0.001438140869140644 SearchModels iteration 8> population: 16, bsize: 32, queue: 174, observed: 2322, best-error: 0.0 worst-error: 0.0005448251962661746 SearchModels iteration 9> population: 16, bsize: 32, queue: 174, observed: 2496, best-error: 0.0 worst-error: 0.00015420019626617595 SearchModels iteration 10> population: 16, bsize: 32, queue: 178, observed: 2674, best-error: 0.0 worst-error: 6.928443908692598e-5 SearchModels iteration 11> population: 16, bsize: 32, queue: 176, observed: 2850, best-error: 0.0 worst-error: 3.43659521604277e-5 SearchModels iteration 12> population: 16, bsize: 32, queue: 175, observed: 3025, best-error: 0.0 worst-error: 1.5399458352472265e-5 SearchModels iteration 13> population: 16, bsize: 32, queue: 177, observed: 3202, best-error: 0.0 worst-error: 3.816988319722127e-6 SearchModels iteration 14> population: 16, bsize: 32, queue: 179, observed: 3381, best-error: 0.0 worst-error: 8.35912369439901e-7 SearchModels iteration 15> population: 16, bsize: 32, queue: 179, observed: 3560, best-error: 0.0 worst-error: 1.7700154842105279e-7 SearchModels iteration 16> population: 16, bsize: 32, queue: 180, observed: 3740, best-error: 0.0 worst-error: 2.699698736888524e-8 SearchModels> stop by convergence error=(0.99998779296875, 0.999969482421875) => 3.874483811415905e-9, iter=17 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.9999938964843749, 0.9999877929687501) => 3.725290312502058e-11) 3 => ((1.00001220703125, 1.0000244140625) => 1.490116141600092e-10) 4 => ((1.000006103515625, 1.0000137329101564) => 2.7007217819811744e-10) 5 => ((0.9999755859374999, 0.9999526977539064) => 8.286952280977897e-10) 6 => ((1.0, 1.0000030517578127) => 9.313225747238987e-10) 7 => ((1.0000244140625, 1.0000518798828124) => 1.527005259797931e-9) 8 => ((0.9999633789062499, 0.9999282836914063) => 1.5735260584287841e-9) 9 => ((1.00001220703125, 1.0000289916992189) => 2.2443509828070426e-9) 10 => ((0.9999633789062499, 0.9999298095703126) => 2.271608716907386e-9) 11 => ((0.9999572753906251, 0.9999176025390626) => 2.7556010230033777e-9) 12 => ((0.999957275390625, 0.9999176025390626) => 2.755601023148309e-9) 13 => ((1.000042724609375, 1.0000823974609374) => 2.7578292852111505e-9) 14 => ((1.000030517578125, 1.0000656127929688) => 3.025945802994216e-9) 15 => ((1.0000549316406249, 1.0001083374023438) => 3.2512375591946676e-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: 175, observed: 1143, best-error: 0.8000000000000003 worst-error: 11.299999999999994 SearchModels iteration 2> population: 16, bsize: 32, queue: 166, observed: 1309, best-error: 0.07312500000000031 worst-error: 1.8500000000000008 SearchModels iteration 3> population: 16, bsize: 32, queue: 170, observed: 1479, best-error: 0.07312500000000031 worst-error: 0.4281249999999993 SearchModels iteration 4> population: 16, bsize: 32, queue: 169, observed: 1648, best-error: 0.04062500000000001 worst-error: 0.12621337890624984 SearchModels iteration 5> population: 16, bsize: 32, queue: 171, observed: 1819, best-error: 0.030664062499999974 worst-error: 0.06930923461914062 SearchModels iteration 6> population: 16, bsize: 32, queue: 163, observed: 1982, best-error: 0.030664062499999974 worst-error: 0.048313140869140646 SearchModels iteration 7> population: 16, bsize: 32, queue: 178, observed: 2160, best-error: 0.030664062499999974 worst-error: 0.041300058364868136 SearchModels iteration 8> population: 16, bsize: 32, queue: 172, observed: 2332, best-error: 0.030664062499999974 worst-error: 0.03658280372619631 SearchModels iteration 9> population: 16, bsize: 32, queue: 157, observed: 2489, best-error: 0.030664062499999974 worst-error: 0.0341335171833634 SearchModels iteration 10> population: 16, bsize: 32, queue: 161, observed: 2650, best-error: 0.030664062499999974 worst-error: 0.0332972319447435 SearchModels iteration 11> population: 16, bsize: 32, queue: 175, observed: 2825, best-error: 0.030664062499999974 worst-error: 0.0324291456886567 SearchModels iteration 12> population: 16, bsize: 32, queue: 161, observed: 2986, best-error: 0.030664062499999974 worst-error: 0.03172928810119624 SearchModels iteration 13> population: 16, bsize: 32, queue: 174, observed: 3160, best-error: 0.030664062499999974 worst-error: 0.03141071716935639 SearchModels iteration 14> population: 16, bsize: 32, queue: 178, observed: 3338, best-error: 0.030664062499999974 worst-error: 0.031105641848553175 SearchModels iteration 15> population: 16, bsize: 32, queue: 178, observed: 3516, best-error: 0.030647432804107644 worst-error: 0.03088172873743265 SearchModels iteration 16> population: 16, bsize: 32, queue: 161, observed: 3677, best-error: 0.030647432804107644 worst-error: 0.03076593231427494 SearchModels iteration 17> population: 16, bsize: 32, queue: 157, observed: 3834, best-error: 0.030626153945922826 worst-error: 0.030685047920209207 SearchModels iteration 18> population: 16, bsize: 32, queue: 120, observed: 3954, best-error: 0.030625003017485115 worst-error: 0.030643306113779523 SearchModels iteration 19> population: 16, bsize: 32, queue: 115, observed: 4069, best-error: 0.030625002691522216 worst-error: 0.030626738071441624 SearchModels iteration 20> population: 16, bsize: 32, queue: 113, observed: 4182, best-error: 0.030625000002328283 worst-error: 0.030625111667904978 SearchModels iteration 21> population: 16, bsize: 32, queue: 96, observed: 4278, best-error: 0.030625000002328283 worst-error: 0.030625003017485115 SearchModels> stop by convergence error=(0.8250000000000001, 0.6806264877319337) => 0.030625000221334606, iter=22 (of 300) 1 => ((0.8250000000000001, 0.6806249618530275) => 0.030625000000145494) 2 => ((0.8250000000000001, 0.6806251525878908) => 0.030625000002328283) 3 => ((0.8250000000000001, 0.6806247711181642) => 0.030625000005238663) 4 => ((0.8250000000000001, 0.6806247711181641) => 0.030625000005238663) 5 => ((0.8250000000000001, 0.6806245803833009) => 0.030625000017607793) 6 => ((0.8250000000000001, 0.6806255340576173) => 0.03062500002852173) 7 => ((0.8250000000000001, 0.6806243896484376) => 0.030625000037252877) 8 => ((0.8250000000000001, 0.6806257247924806) => 0.030625000052532388) 9 => ((0.8250000000000001, 0.6806241989135744) => 0.030625000064173923) 10 => ((0.8250000000000001, 0.6806259155273439) => 0.030625000083819007) 11 => ((0.8250000000000001, 0.680625915527344) => 0.030625000083819007) 12 => ((0.8250000000000001, 0.680624008178711) => 0.030625000098370922) 13 => ((0.8250000000000001, 0.6806261062622072) => 0.030625000122381583) 14 => ((0.8250000000000001, 0.6806262969970704) => 0.030625000168220114) 15 => ((0.8250000000000001, 0.6806236267089845) => 0.030625000188592797) Test Summary: | Total Time SearchModels.jl | 0 2.5s Testing SearchModels tests passed Testing completed after 19.72s PkgEval succeeded after 63.49s