Package evaluation to test SearchModels on Julia 1.14.0-DEV.2071 (559ec66647*) started at 2026-04-23T16:55:43.500 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 14.66s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [0e966ebe] + SearchModels v0.5.1 Updating `~/.julia/environments/v1.14/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.19.4 [ffbed154] + DocStringExtensions v0.9.5 [92d709cd] + IrrationalConstants v0.2.6 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [43287f4e] + PtrArrays v1.4.0 [0e966ebe] + SearchModels v0.5.1 [a2af1166] + SortingAlgorithms v1.2.2 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 [2913bbd2] + StatsBase v0.34.10 [56f22d72] + Artifacts v1.11.0 [8ba89e20] + Distributed v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.30+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.15.0+0 Installation completed after 1.75s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling project... 3.4 s ✓ SearchModels 1 dependency successfully precompiled in 4 seconds. 27 already precompiled. Precompilation completed after 27.47s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_BavaNg/Project.toml` [0e966ebe] SearchModels v0.5.1 [2913bbd2] StatsBase v0.34.10 [8ba89e20] Distributed v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_BavaNg/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.19.4 [ffbed154] DocStringExtensions v0.9.5 [92d709cd] IrrationalConstants v0.2.6 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.1 [43287f4e] PtrArrays v1.4.0 [0e966ebe] SearchModels v0.5.1 [a2af1166] SortingAlgorithms v1.2.2 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 [2913bbd2] StatsBase v0.34.10 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [8ba89e20] Distributed v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.13.0 [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 v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [8dfed614] Test v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [4536629a] OpenBLAS_jll v0.3.30+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.15.0+0 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: 56, observed: 356, best-error: 48239.16651524414 worst-error: 1.287014502380391e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 60, observed: 416, best-error: 1669.8417263272897 worst-error: 149386.92620345266 SearchModels iteration 3> population: 16, bsize: 64, queue: 60, observed: 476, best-error: 1573.024050698741 worst-error: 31375.617328889937 SearchModels iteration 4> population: 16, bsize: 64, queue: 58, observed: 534, best-error: 45.76784963332847 worst-error: 2730.6919156448002 SearchModels iteration 5> population: 16, bsize: 64, queue: 57, observed: 591, best-error: 26.685180699672916 worst-error: 571.9501441913028 SearchModels iteration 6> population: 16, bsize: 64, queue: 61, observed: 652, best-error: 24.255713213864986 worst-error: 72.31901418364683 SearchModels iteration 7> population: 16, bsize: 64, queue: 62, observed: 714, best-error: 24.255713213864986 worst-error: 35.12385441746096 SearchModels iteration 8> population: 16, bsize: 64, queue: 58, observed: 772, best-error: 24.255713213864986 worst-error: 29.76227645868533 SearchModels iteration 9> population: 16, bsize: 64, queue: 61, observed: 833, best-error: 23.570856428709767 worst-error: 25.711300168459363 SearchModels iteration 10> population: 16, bsize: 64, queue: 59, observed: 892, best-error: 23.243821764456765 worst-error: 24.572090648698495 SearchModels iteration 11> population: 16, bsize: 64, queue: 58, observed: 950, best-error: 22.69924826377268 worst-error: 23.88292255161331 SearchModels iteration 12> population: 16, bsize: 64, queue: 59, observed: 1009, best-error: 22.69924826377268 worst-error: 23.56180691420405 SearchModels iteration 13> population: 16, bsize: 64, queue: 60, observed: 1069, best-error: 22.671268699044308 worst-error: 23.310939670487166 SearchModels iteration 14> population: 16, bsize: 64, queue: 61, observed: 1130, best-error: 22.426361269848222 worst-error: 23.080378455830665 SearchModels iteration 15> population: 16, bsize: 64, queue: 56, observed: 1186, best-error: 22.426361269848222 worst-error: 22.804829195261792 SearchModels iteration 16> population: 16, bsize: 64, queue: 58, observed: 1244, best-error: 22.426361269848222 worst-error: 22.648057491157868 SearchModels iteration 17> population: 16, bsize: 64, queue: 58, observed: 1302, best-error: 22.233039104232617 worst-error: 22.53786504454467 SearchModels iteration 18> population: 16, bsize: 64, queue: 57, observed: 1359, best-error: 22.233039104232617 worst-error: 22.430275451449727 SearchModels iteration 19> population: 16, bsize: 64, queue: 59, observed: 1418, best-error: 21.993606384119843 worst-error: 22.338652491181303 SearchModels iteration 20> population: 16, bsize: 64, queue: 57, observed: 1475, best-error: 21.993606384119843 worst-error: 22.23989311742533 SearchModels iteration 21> population: 16, bsize: 64, queue: 54, observed: 1529, best-error: 21.933403281673087 worst-error: 22.138297496455664 SearchModels iteration 22> population: 16, bsize: 64, queue: 53, observed: 1582, best-error: 21.874320063933705 worst-error: 22.0622634697791 SearchModels iteration 23> population: 16, bsize: 64, queue: 57, observed: 1639, best-error: 21.869540610011196 worst-error: 22.00421609656251 SearchModels iteration 24> population: 16, bsize: 64, queue: 60, observed: 1699, best-error: 21.67862500819311 worst-error: 21.928166598162733 SearchModels iteration 25> population: 16, bsize: 64, queue: 58, observed: 1757, best-error: 21.67862500819311 worst-error: 21.891247436822205 SearchModels iteration 26> population: 16, bsize: 64, queue: 57, observed: 1814, best-error: 21.67862500819311 worst-error: 21.786737444242195 SearchModels iteration 27> population: 16, bsize: 64, queue: 57, observed: 1871, best-error: 21.67862500819311 worst-error: 21.75198159364976 SearchModels iteration 28> population: 16, bsize: 64, queue: 61, observed: 1932, best-error: 21.592890738919888 worst-error: 21.717075374958007 SearchModels iteration 29> population: 16, bsize: 64, queue: 57, observed: 1989, best-error: 21.592890738919888 worst-error: 21.69674637991676 SearchModels iteration 30> population: 16, bsize: 64, queue: 60, observed: 2049, best-error: 21.572749655598766 worst-error: 21.664892512417566 SearchModels iteration 31> population: 16, bsize: 64, queue: 64, observed: 2113, best-error: 21.572749655598766 worst-error: 21.641763316056423 SearchModels iteration 32> population: 16, bsize: 64, queue: 57, observed: 2170, best-error: 21.572749655598766 worst-error: 21.613581008515013 SearchModels iteration 33> population: 16, bsize: 64, queue: 60, observed: 2230, best-error: 21.45047402400512 worst-error: 21.60160659225523 SearchModels iteration 34> population: 16, bsize: 64, queue: 59, observed: 2289, best-error: 21.45047402400512 worst-error: 21.591881533045445 SearchModels iteration 35> population: 16, bsize: 64, queue: 63, observed: 2352, best-error: 21.390738416004336 worst-error: 21.521963835472075 SearchModels iteration 36> population: 16, bsize: 64, queue: 61, observed: 2413, best-error: 21.348092366043335 worst-error: 21.468011612360215 SearchModels iteration 37> population: 16, bsize: 64, queue: 60, observed: 2473, best-error: 21.277753114290096 worst-error: 21.399662575700532 SearchModels iteration 38> population: 16, bsize: 64, queue: 58, observed: 2531, best-error: 21.241466378022494 worst-error: 21.353969081954457 SearchModels iteration 39> population: 16, bsize: 64, queue: 57, observed: 2588, best-error: 21.2219938376864 worst-error: 21.312536216375623 SearchModels iteration 40> population: 16, bsize: 64, queue: 60, observed: 2648, best-error: 21.122954554736765 worst-error: 21.24907525682073 SearchModels iteration 41> population: 16, bsize: 64, queue: 61, observed: 2709, best-error: 21.04587822872844 worst-error: 21.199858319354032 SearchModels iteration 42> population: 16, bsize: 64, queue: 59, observed: 2768, best-error: 21.04587822872844 worst-error: 21.15224802327093 SearchModels iteration 43> population: 16, bsize: 64, queue: 57, observed: 2825, best-error: 21.018395168225105 worst-error: 21.10618591413893 SearchModels iteration 44> population: 16, bsize: 64, queue: 58, observed: 2883, best-error: 20.964971797435055 worst-error: 21.057790629654647 SearchModels iteration 45> population: 16, bsize: 64, queue: 61, observed: 2944, best-error: 20.964971797435055 worst-error: 21.032509731416532 SearchModels iteration 46> population: 16, bsize: 64, queue: 60, observed: 3004, best-error: 20.92473918429653 worst-error: 20.987695577109392 SearchModels iteration 47> population: 16, bsize: 64, queue: 60, observed: 3064, best-error: 20.884276770346922 worst-error: 20.96127733006153 SearchModels iteration 48> population: 16, bsize: 64, queue: 61, observed: 3125, best-error: 20.864546463356255 worst-error: 20.943185653294925 SearchModels iteration 49> population: 16, bsize: 64, queue: 57, observed: 3182, best-error: 20.864546463356255 worst-error: 20.90816526896068 SearchModels iteration 50> population: 16, bsize: 64, queue: 61, observed: 3243, best-error: 20.82930831340977 worst-error: 20.89453321035531 SearchModels iteration 51> population: 16, bsize: 64, queue: 59, observed: 3302, best-error: 20.76304383141672 worst-error: 20.874096268850487 SearchModels iteration 52> population: 16, bsize: 64, queue: 61, observed: 3363, best-error: 20.76304383141672 worst-error: 20.85036581577334 SearchModels iteration 53> population: 16, bsize: 64, queue: 59, observed: 3422, best-error: 20.741746542119937 worst-error: 20.813558176080267 SearchModels iteration 54> population: 16, bsize: 64, queue: 59, observed: 3481, best-error: 20.706938632612566 worst-error: 20.787767215264452 SearchModels iteration 55> population: 16, bsize: 64, queue: 60, observed: 3541, best-error: 20.706938632612566 worst-error: 20.763353142474184 SearchModels iteration 56> population: 16, bsize: 64, queue: 55, observed: 3596, best-error: 20.68977414368965 worst-error: 20.741746542119937 SearchModels iteration 57> population: 16, bsize: 64, queue: 61, observed: 3657, best-error: 20.645099919175266 worst-error: 20.726139983620822 SearchModels iteration 58> population: 16, bsize: 64, queue: 60, observed: 3717, best-error: 20.592949240680056 worst-error: 20.703598367690553 SearchModels iteration 59> population: 16, bsize: 64, queue: 60, observed: 3777, best-error: 20.592949240680056 worst-error: 20.676147061914307 SearchModels iteration 60> population: 16, bsize: 64, queue: 58, observed: 3835, best-error: 20.592949240680056 worst-error: 20.628343639749236 SearchModels iteration 61> population: 16, bsize: 64, queue: 56, observed: 3891, best-error: 20.562261717124816 worst-error: 20.60906737872655 SearchModels iteration 62> population: 16, bsize: 64, queue: 57, observed: 3948, best-error: 20.53111183643659 worst-error: 20.58955811293804 SearchModels iteration 63> population: 16, bsize: 64, queue: 62, observed: 4010, best-error: 20.490241605559955 worst-error: 20.56356742005684 SearchModels iteration 64> population: 16, bsize: 64, queue: 59, observed: 4069, best-error: 20.490241605559955 worst-error: 20.534097754604243 SearchModels iteration 65> population: 16, bsize: 64, queue: 54, observed: 4123, best-error: 20.474378194849464 worst-error: 20.518378647317878 SearchModels iteration 66> population: 16, bsize: 64, queue: 60, observed: 4183, best-error: 20.46590655245236 worst-error: 20.502012261380685 SearchModels iteration 67> population: 16, bsize: 64, queue: 62, observed: 4245, best-error: 20.434613483947857 worst-error: 20.488793175497783 SearchModels iteration 68> population: 16, bsize: 64, queue: 55, observed: 4300, best-error: 20.425706939303016 worst-error: 20.46353335868283 SearchModels iteration 69> population: 16, bsize: 64, queue: 60, observed: 4360, best-error: 20.387860077669497 worst-error: 20.442717285389353 SearchModels iteration 70> population: 16, bsize: 64, queue: 57, observed: 4417, best-error: 20.379206507676578 worst-error: 20.427340207377775 SearchModels iteration 71> population: 16, bsize: 64, queue: 60, observed: 4477, best-error: 20.379206507676578 worst-error: 20.403251931017824 SearchModels iteration 72> population: 16, bsize: 64, queue: 62, observed: 4539, best-error: 20.345566602857527 worst-error: 20.38988376265211 SearchModels iteration 73> population: 16, bsize: 64, queue: 59, observed: 4598, best-error: 20.31034423037222 worst-error: 20.37187953880351 SearchModels iteration 74> population: 16, bsize: 64, queue: 57, observed: 4655, best-error: 20.307369271241793 worst-error: 20.35142007018568 SearchModels iteration 75> population: 16, bsize: 64, queue: 55, observed: 4710, best-error: 20.267609808415454 worst-error: 20.324802041193912 SearchModels iteration 76> population: 16, bsize: 64, queue: 60, observed: 4770, best-error: 20.265083363207623 worst-error: 20.31232140364826 SearchModels iteration 77> population: 16, bsize: 64, queue: 57, observed: 4827, best-error: 20.22658611441253 worst-error: 20.28524148114057 SearchModels iteration 78> population: 16, bsize: 64, queue: 58, observed: 4885, best-error: 20.225500404285075 worst-error: 20.26600522208575 SearchModels iteration 79> population: 16, bsize: 64, queue: 61, observed: 4946, best-error: 20.22106896315153 worst-error: 20.245485152493586 SearchModels iteration 80> population: 16, bsize: 64, queue: 56, observed: 5002, best-error: 20.186496904493797 worst-error: 20.231019264708024 SearchModels iteration 81> population: 16, bsize: 64, queue: 57, observed: 5059, best-error: 20.149843796626985 worst-error: 20.22004466284815 SearchModels iteration 82> population: 16, bsize: 64, queue: 58, observed: 5117, best-error: 20.149843796626985 worst-error: 20.187173086638204 SearchModels iteration 83> population: 16, bsize: 64, queue: 59, observed: 5176, best-error: 20.141763099666964 worst-error: 20.172276924692486 SearchModels iteration 84> population: 16, bsize: 64, queue: 56, observed: 5232, best-error: 20.12236113389992 worst-error: 20.15465170380736 SearchModels iteration 85> population: 16, bsize: 64, queue: 60, observed: 5292, best-error: 20.087497091286995 worst-error: 20.137608073295272 SearchModels iteration 86> population: 16, bsize: 64, queue: 60, observed: 5352, best-error: 20.087497091286995 worst-error: 20.12521750901248 SearchModels iteration 87> population: 16, bsize: 64, queue: 55, observed: 5407, best-error: 20.087497091286995 worst-error: 20.110171389528595 SearchModels iteration 88> population: 16, bsize: 64, queue: 62, observed: 5469, best-error: 20.087497091286995 worst-error: 20.10257367590627 SearchModels iteration 89> population: 16, bsize: 64, queue: 56, observed: 5525, best-error: 20.062646565592505 worst-error: 20.094137401099317 SearchModels iteration 90> population: 16, bsize: 64, queue: 59, observed: 5584, best-error: 20.057238812946206 worst-error: 20.087952524824697 SearchModels iteration 91> population: 16, bsize: 64, queue: 61, observed: 5645, best-error: 20.02501787479619 worst-error: 20.06964748386682 SearchModels iteration 92> population: 16, bsize: 64, queue: 57, observed: 5702, best-error: 20.02501787479619 worst-error: 20.059184663237552 SearchModels iteration 93> population: 16, bsize: 64, queue: 60, observed: 5762, best-error: 20.017324585544173 worst-error: 20.039059464085888 SearchModels iteration 94> population: 16, bsize: 64, queue: 59, observed: 5821, best-error: 20.005428048401797 worst-error: 20.02780398494033 SearchModels iteration 95> population: 16, bsize: 64, queue: 59, observed: 5880, best-error: 19.989105147681027 worst-error: 20.019545367975486 SearchModels iteration 96> population: 16, bsize: 64, queue: 60, observed: 5940, best-error: 19.984573984255476 worst-error: 20.01010179869057 SearchModels iteration 97> population: 16, bsize: 64, queue: 55, observed: 5995, best-error: 19.977137937924084 worst-error: 19.99628547126608 SearchModels iteration 98> population: 16, bsize: 64, queue: 57, observed: 6052, best-error: 19.959386603507753 worst-error: 19.98781186281908 SearchModels iteration 99> population: 16, bsize: 64, queue: 61, observed: 6113, best-error: 19.956068758767657 worst-error: 19.979902986946794 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.0778352385558374, 0.6183549534513186, 0.30211539182679115, 0.3208756343612823, 0.5339116018012077] 1 => ([-0.38547247948994534, 0.4886929050632382, -0.0004313255705868175, 0.32294288657715503, 0.5373994522238201] => 19.93015262255947) 2 => ([-0.3872588414568443, 0.4938292260425392, -0.00043950309604513056, 0.32294288657598386, 0.5373994522239597] => 19.94410515857326) 3 => ([-0.38720356286007834, 0.4797437175715472, -0.0004355433969162551, 0.3229428865769781, 0.5373994522238412] => 19.948739543775055) 4 => ([-0.3879838112628197, 0.4844045618065276, -0.00043518672493985376, 0.32294288657562153, 0.5373994522240029] => 19.950716457190726) 5 => ([-0.38914520352042725, 0.49028915049966293, -0.00043272384000048647, 0.3229428865759586, 0.5373994522239627] => 19.956068758767657) 6 => ([-0.3893272042848448, 0.4886929050632382, -0.0004313255705868175, 0.32294288657715503, 0.5373994522238201] => 19.957407816431346) 7 => ([-0.389236203902636, 0.4870717559742068, -0.0004341813331465861, 0.3229428865765568, 0.5373994522238914] => 19.958015197198687) 8 => ([-0.38930256382312656, 0.49048343650095233, -0.00044208305330820053, 0.32294288657653153, 0.5373994522238944] => 19.959386603507753) 9 => ([-0.3893272042848448, 0.4838543614487507, -0.0004356388262926857, 0.32294288657715503, 0.5373994522238201] => 19.96065868829229) 10 => ([-0.39003727175081637, 0.487462493877887, -0.00043442454132173796, 0.3229428865763125, 0.5373994522239205] => 19.963588145674194) 11 => ([-0.39011595190216597, 0.48755963687853165, -0.000439104147975595, 0.322942886576599, 0.5373994522238863] => 19.965228648569372) 12 => ([-0.39017902155549444, 0.4876943743784592, -0.0004380224140994114, 0.32294288657648096, 0.5373994522239005] => 19.96536650707801) 13 => ([-0.39023547719355833, 0.4847398258437701, -0.00043378414651381594, 0.3229428865767253, 0.5373994522238713] => 19.966117473034526) 14 => ([-0.3905044264479376, 0.48734685615309525, -0.0004318008927427451, 0.32294288657579007, 0.5373994522239828] => 19.966310128022197) 15 => ([-0.3903095667217593, 0.4896423244343226, -0.0004409485764963131, 0.3229428865764936, 0.537399452223899] => 19.96641175929629) Test Summary: | Total Time SearchModels.jl | 0 7.7s ===== 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: 163, observed: 1132, best-error: 0.02000000000000001 worst-error: 6.799999999999995 SearchModels iteration 2> population: 16, bsize: 32, queue: 149, observed: 1281, best-error: 0.02000000000000001 worst-error: 0.953125 SearchModels iteration 3> population: 16, bsize: 32, queue: 148, observed: 1429, best-error: 0.02000000000000001 worst-error: 0.5194140625000003 SearchModels iteration 4> population: 16, bsize: 32, queue: 158, observed: 1587, best-error: 0.02000000000000001 worst-error: 0.36816406250000006 SearchModels iteration 5> population: 16, bsize: 32, queue: 158, observed: 1745, best-error: 0.02000000000000001 worst-error: 0.28972656250000006 SearchModels iteration 6> population: 16, bsize: 32, queue: 169, observed: 1914, best-error: 0.02000000000000001 worst-error: 0.22403931617736816 SearchModels iteration 7> population: 16, bsize: 32, queue: 172, observed: 2086, best-error: 0.01344468116760253 worst-error: 0.16100144386291518 SearchModels iteration 8> population: 16, bsize: 32, queue: 161, observed: 2247, best-error: 0.01344468116760253 worst-error: 0.04694153785705584 SearchModels iteration 9> population: 16, bsize: 32, queue: 160, observed: 2407, best-error: 0.01344468116760253 worst-error: 0.023494882583618166 SearchModels iteration 10> population: 16, bsize: 32, queue: 163, observed: 2570, best-error: 0.01344468116760253 worst-error: 0.016227234008256358 SearchModels iteration 11> population: 16, bsize: 32, queue: 164, observed: 2734, best-error: 0.012731168307363979 worst-error: 0.014069908801611738 SearchModels iteration 12> population: 16, bsize: 32, queue: 162, observed: 2896, best-error: 0.012539193667471402 worst-error: 0.013224707245826691 SearchModels iteration 13> population: 16, bsize: 32, queue: 164, observed: 3060, best-error: 0.011670599579811088 worst-error: 0.012634121073015762 SearchModels iteration 14> population: 16, bsize: 32, queue: 165, observed: 3225, best-error: 0.011670599579811088 worst-error: 0.012303119027201326 SearchModels iteration 15> population: 16, bsize: 32, queue: 164, observed: 3389, best-error: 0.011670599579811088 worst-error: 0.01204850696260109 SearchModels iteration 16> population: 16, bsize: 32, queue: 158, observed: 3547, best-error: 0.011670599579811088 worst-error: 0.011907094719499573 SearchModels iteration 17> population: 16, bsize: 32, queue: 168, observed: 3715, best-error: 0.011670599579811088 worst-error: 0.011837008715735809 SearchModels iteration 18> population: 16, bsize: 32, queue: 156, observed: 3871, best-error: 0.011670599579811088 worst-error: 0.011797565823302159 SearchModels iteration 19> population: 16, bsize: 32, queue: 164, observed: 4035, best-error: 0.011670599579811088 worst-error: 0.011743713901197984 SearchModels iteration 20> population: 16, bsize: 32, queue: 148, observed: 4183, best-error: 0.011670599579811088 worst-error: 0.011713748137040963 SearchModels iteration 21> population: 16, bsize: 32, queue: 152, observed: 4335, best-error: 0.011670599579811088 worst-error: 0.011689402246074222 SearchModels iteration 22> population: 16, bsize: 32, queue: 125, observed: 4460, best-error: 0.011670599579811088 worst-error: 0.011680036780213843 SearchModels iteration 23> population: 16, bsize: 32, queue: 114, observed: 4574, best-error: 0.011669967949819608 worst-error: 0.011673537908978498 SearchModels iteration 24> population: 16, bsize: 32, queue: 98, observed: 4672, best-error: 0.011669932283126684 worst-error: 0.01167107925030513 SearchModels iteration 25> population: 16, bsize: 32, queue: 95, observed: 4767, best-error: 0.011669932283126684 worst-error: 0.0116700853820265 SearchModels iteration 26> population: 16, bsize: 32, queue: 92, observed: 4859, best-error: 0.011669932283126684 worst-error: 0.011669941326815824 SearchModels> stop by convergence error=(0.8921405613422394, 0.7953125000000001) => 0.011669932770996453, iter=27 (of 300) 1 => ((0.8921417236328125, 0.7953125000000001) => 0.011669932283126684) 2 => ((0.8921419322490692, 0.7953125000000001) => 0.011669932286931577) 3 => ((0.8921416640281677, 0.7953125000000001) => 0.011669932287147283) 4 => ((0.892141604423523, 0.7953125000000001) => 0.011669932293437987) 5 => ((0.8921415448188782, 0.7953125000000001) => 0.011669932301998776) 6 => ((0.8921421110630036, 0.7953125000000001) => 0.011669932312326372) 7 => ((0.8921421706676483, 0.7953125000000001) => 0.011669932325331506) 8 => ((0.8921422600746155, 0.7953125000000001) => 0.01166993234909563) 9 => ((0.8921422898769379, 0.7953125000000001) => 0.01166993235815206) 10 => ((0.8921413064002991, 0.7953125000000001) => 0.011669932358942897) 11 => ((0.8921425580978394, 0.7953125000000001) => 0.01166993246519853) 12 => ((0.8921409785747528, 0.7953125000000001) => 0.011669932496547224) 13 => ((0.8921426773071289, 0.7953125000000001) => 0.0116699325275304) 14 => ((0.8921408295631409, 0.7953125000000001) => 0.011669932581795555) 15 => ((0.8921427965164185, 0.7953125000000001) => 0.011669932598942697) ===== 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: 171, observed: 1138, best-error: 0.0 worst-error: 21.92000000000001 SearchModels iteration 2> population: 16, bsize: 32, queue: 166, observed: 1304, best-error: 0.0 worst-error: 4.0 SearchModels iteration 3> population: 16, bsize: 32, queue: 164, observed: 1468, best-error: 0.0 worst-error: 0.5199999999999998 SearchModels iteration 4> population: 16, bsize: 32, queue: 168, observed: 1636, best-error: 0.0 worst-error: 0.062499999999999556 SearchModels iteration 5> population: 16, bsize: 32, queue: 158, observed: 1794, best-error: 0.0 worst-error: 0.007854003906249936 SearchModels iteration 6> population: 16, bsize: 32, queue: 155, observed: 1949, best-error: 0.0 worst-error: 0.0012499999999999135 SearchModels iteration 7> population: 16, bsize: 32, queue: 152, observed: 2101, best-error: 0.0 worst-error: 0.0002508640289306388 SearchModels iteration 8> population: 16, bsize: 32, queue: 139, observed: 2240, best-error: 0.0 worst-error: 3.921508789062445e-5 SearchModels iteration 9> population: 16, bsize: 32, queue: 138, observed: 2378, best-error: 0.0 worst-error: 5.496181547641782e-6 SearchModels iteration 10> population: 16, bsize: 32, queue: 131, observed: 2509, best-error: 0.0 worst-error: 6.103888154029305e-7 SearchModels iteration 11> population: 16, bsize: 32, queue: 136, observed: 2645, best-error: 0.0 worst-error: 1.5259021893142015e-7 SearchModels iteration 12> population: 16, bsize: 32, queue: 132, observed: 2777, best-error: 0.0 worst-error: 3.81471181754182e-8 SearchModels> stop by convergence error=(0.9999023437500001, 0.9998046875) => 9.53675225899261e-9, iter=13 (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, 1.00009765625) => 2.3841863594454512e-9) 7 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) 8 => ((0.999951171875, 0.9999023437499999) => 2.384186359445557e-9) 9 => ((0.9999511718749999, 0.9999023437500001) => 2.3841863594561876e-9) 10 => ((0.9999511718749999, 0.99990234375) => 2.3841863594562406e-9) 11 => ((0.9999511718749999, 0.9999023437499999) => 2.3841863594562935e-9) 12 => ((0.9999511718749998, 0.99990234375) => 2.3841863594669765e-9) 13 => ((0.9999511718749998, 0.9999023437499999) => 2.3841863594670295e-9) 14 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) 15 => ((1.00009765625, 1.0001953124999998) => 9.536752258992187e-9) Test Summary: | Total Time SearchModels.jl | 0 2.7s Testing SearchModels tests passed Testing completed after 20.83s PkgEval succeeded after 77.15s