Package evaluation to test SearchModels on Julia 1.14.0-DEV.1584 (ac5fadde9b*) started at 2026-01-18T14:59:38.812 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 9.65s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [0e966ebe] + SearchModels v0.5.0 Updating `~/.julia/environments/v1.14/Manifest.toml` [34da2185] + Compat v4.18.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [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 [0e966ebe] + SearchModels v0.5.0 [a2af1166] + SortingAlgorithms v1.2.2 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [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 v1.13.0 [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 v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [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 v5.15.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 1.13s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 3125.9 ms ✓ SearchModels 1 dependency successfully precompiled in 3 seconds. 30 already precompiled. Precompilation completed after 16.84s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_232hXe/Project.toml` [0e966ebe] SearchModels v0.5.0 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_232hXe/Manifest.toml` [34da2185] Compat v4.18.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [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 [0e966ebe] SearchModels v0.5.0 [a2af1166] SortingAlgorithms v1.2.2 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [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 v1.13.0 [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 [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 v5.15.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... ┌ Warning: The call to compilecache failed to create a usable precompiled cache file for SearchModels [0e966ebe-b704-4a65-8279-db954bfe5da0] │ exception = Required dependency Base.PkgId(Base.UUID("10745b16-79ce-11e8-11f9-7d13ad32a3b2"), "Statistics") failed to load from a cache file. └ @ Base loading.jl:2949 ┌ Warning: The call to compilecache failed to create a usable precompiled cache file for StatsBase [2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91] │ exception = Required dependency Base.PkgId(Base.UUID("10745b16-79ce-11e8-11f9-7d13ad32a3b2"), "Statistics") failed to load from a cache file. └ @ Base loading.jl:2949 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: 5758.198964859207 worst-error: 298965.7081047831 SearchModels iteration 2> population: 16, bsize: 64, queue: 58, observed: 409, best-error: 5758.198964859207 worst-error: 102649.61976400919 SearchModels iteration 3> population: 16, bsize: 64, queue: 58, observed: 467, best-error: 496.27167277063 worst-error: 7508.076948769835 SearchModels iteration 4> population: 16, bsize: 64, queue: 60, observed: 527, best-error: 496.27167277063 worst-error: 2368.1365395352354 SearchModels iteration 5> population: 16, bsize: 64, queue: 54, observed: 581, best-error: 68.41071980535496 worst-error: 714.4972002768852 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 639, best-error: 20.84712151780872 worst-error: 255.04851603026313 SearchModels iteration 7> population: 16, bsize: 64, queue: 58, observed: 697, best-error: 20.84712151780872 worst-error: 100.81017727818849 SearchModels iteration 8> population: 16, bsize: 64, queue: 59, observed: 756, best-error: 10.724187780279733 worst-error: 26.56053390481299 SearchModels iteration 9> population: 16, bsize: 64, queue: 59, observed: 815, best-error: 10.724187780279733 worst-error: 17.00206589987177 SearchModels iteration 10> population: 16, bsize: 64, queue: 60, observed: 875, best-error: 10.724187780279733 worst-error: 13.375408937613658 SearchModels iteration 11> population: 16, bsize: 64, queue: 58, observed: 933, best-error: 10.724187780279733 worst-error: 11.951714868941743 SearchModels iteration 12> population: 16, bsize: 64, queue: 60, observed: 993, best-error: 10.724187780279733 worst-error: 11.519195363325494 SearchModels iteration 13> population: 16, bsize: 64, queue: 58, observed: 1051, best-error: 9.22632730810132 worst-error: 11.286915836984418 SearchModels iteration 14> population: 16, bsize: 64, queue: 62, observed: 1113, best-error: 9.222086424837034 worst-error: 10.804383061701472 SearchModels iteration 15> population: 16, bsize: 64, queue: 62, observed: 1175, best-error: 8.872013486370731 worst-error: 9.799052858629667 SearchModels iteration 16> population: 16, bsize: 64, queue: 60, observed: 1235, best-error: 8.718103901916002 worst-error: 9.30628001366345 SearchModels iteration 17> population: 16, bsize: 64, queue: 59, observed: 1294, best-error: 8.718103901916002 worst-error: 9.064467797685271 SearchModels iteration 18> population: 16, bsize: 64, queue: 56, observed: 1350, best-error: 8.590342912718608 worst-error: 8.886026884155285 SearchModels iteration 19> population: 16, bsize: 64, queue: 57, observed: 1407, best-error: 8.590342912718608 worst-error: 8.781207206350347 SearchModels iteration 20> population: 16, bsize: 64, queue: 55, observed: 1462, best-error: 8.590342912718608 worst-error: 8.718103901916002 SearchModels iteration 21> population: 16, bsize: 64, queue: 62, observed: 1524, best-error: 8.580024088406768 worst-error: 8.67855137550803 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1582, best-error: 8.514890056234982 worst-error: 8.629880654341987 SearchModels iteration 23> population: 16, bsize: 64, queue: 59, observed: 1641, best-error: 8.51078453318146 worst-error: 8.590342912718608 SearchModels iteration 24> population: 16, bsize: 64, queue: 61, observed: 1702, best-error: 8.495339712263625 worst-error: 8.54451761995316 SearchModels iteration 25> population: 16, bsize: 64, queue: 53, observed: 1755, best-error: 8.495339712263625 worst-error: 8.519012401183604 SearchModels iteration 26> population: 16, bsize: 64, queue: 57, observed: 1812, best-error: 8.495339712263625 worst-error: 8.507028606496776 SearchModels iteration 27> population: 16, bsize: 64, queue: 60, observed: 1872, best-error: 8.495339712263625 worst-error: 8.50273407434649 SearchModels iteration 28> population: 16, bsize: 64, queue: 62, observed: 1934, best-error: 8.495339712263625 worst-error: 8.499733538076132 SearchModels iteration 29> population: 16, bsize: 64, queue: 53, observed: 1987, best-error: 8.495339712263625 worst-error: 8.49770455499169 SearchModels iteration 30> population: 16, bsize: 64, queue: 59, observed: 2046, best-error: 8.494734471368393 worst-error: 8.496803670701265 SearchModels iteration 31> population: 16, bsize: 64, queue: 56, observed: 2102, best-error: 8.494734471368393 worst-error: 8.495780580243823 SearchModels iteration 32> population: 16, bsize: 64, queue: 60, observed: 2162, best-error: 8.494692465309338 worst-error: 8.49533754895527 SearchModels iteration 33> population: 16, bsize: 64, queue: 57, observed: 2219, best-error: 8.494692465309338 worst-error: 8.495022722710466 SearchModels iteration 34> population: 16, bsize: 64, queue: 60, observed: 2279, best-error: 8.194065644539558 worst-error: 8.494841553337718 SearchModels iteration 35> population: 16, bsize: 64, queue: 60, observed: 2339, best-error: 7.966364326251498 worst-error: 8.493316643536534 SearchModels iteration 36> population: 16, bsize: 64, queue: 57, observed: 2396, best-error: 7.966364326251498 worst-error: 8.02577052748352 SearchModels iteration 37> population: 16, bsize: 64, queue: 61, observed: 2457, best-error: 7.966364326251498 worst-error: 8.008828723488355 SearchModels iteration 38> population: 16, bsize: 64, queue: 55, observed: 2512, best-error: 7.966364326251498 worst-error: 7.99040925345168 SearchModels iteration 39> population: 16, bsize: 64, queue: 58, observed: 2570, best-error: 7.966364326251498 worst-error: 7.981053062396413 SearchModels iteration 40> population: 16, bsize: 64, queue: 60, observed: 2630, best-error: 7.89335896678635 worst-error: 7.976133128246735 SearchModels iteration 41> population: 16, bsize: 64, queue: 59, observed: 2689, best-error: 7.89335896678635 worst-error: 7.970394806949031 SearchModels iteration 42> population: 16, bsize: 64, queue: 55, observed: 2744, best-error: 7.89335896678635 worst-error: 7.947570097009421 SearchModels iteration 43> population: 16, bsize: 64, queue: 53, observed: 2797, best-error: 7.89335896678635 worst-error: 7.922883084424546 SearchModels iteration 44> population: 16, bsize: 64, queue: 57, observed: 2854, best-error: 7.89335896678635 worst-error: 7.913648425020641 SearchModels iteration 45> population: 16, bsize: 64, queue: 55, observed: 2909, best-error: 7.89335896678635 worst-error: 7.904667774242928 SearchModels iteration 46> population: 16, bsize: 64, queue: 59, observed: 2968, best-error: 7.838854395984591 worst-error: 7.898990046882215 SearchModels iteration 47> population: 16, bsize: 64, queue: 63, observed: 3031, best-error: 7.791849155950191 worst-error: 7.868575291637316 SearchModels iteration 48> population: 16, bsize: 64, queue: 55, observed: 3086, best-error: 7.791849155950191 worst-error: 7.843115566695468 SearchModels iteration 49> population: 16, bsize: 64, queue: 59, observed: 3145, best-error: 7.791849155950191 worst-error: 7.8290656662165645 SearchModels iteration 50> population: 16, bsize: 64, queue: 57, observed: 3202, best-error: 7.789812536658317 worst-error: 7.815305031108822 SearchModels iteration 51> population: 16, bsize: 64, queue: 58, observed: 3260, best-error: 7.7557950172767915 worst-error: 7.803431818398139 SearchModels iteration 52> population: 16, bsize: 64, queue: 59, observed: 3319, best-error: 7.7257152546547285 worst-error: 7.795997623405303 SearchModels iteration 53> population: 16, bsize: 64, queue: 56, observed: 3375, best-error: 7.7257152546547285 worst-error: 7.774739821486078 SearchModels iteration 54> population: 16, bsize: 64, queue: 57, observed: 3432, best-error: 7.7257152546547285 worst-error: 7.755719977065922 SearchModels iteration 55> population: 16, bsize: 64, queue: 60, observed: 3492, best-error: 7.719964652806552 worst-error: 7.74456220654769 SearchModels iteration 56> population: 16, bsize: 64, queue: 59, observed: 3551, best-error: 7.660597516764753 worst-error: 7.735785850476482 SearchModels iteration 57> population: 16, bsize: 64, queue: 56, observed: 3607, best-error: 7.550360509874335 worst-error: 7.729031080736521 SearchModels iteration 58> population: 16, bsize: 64, queue: 58, observed: 3665, best-error: 7.546245221018488 worst-error: 7.601350164197976 SearchModels iteration 59> population: 16, bsize: 64, queue: 56, observed: 3721, best-error: 7.530250917728271 worst-error: 7.5577519595028875 SearchModels iteration 60> population: 16, bsize: 64, queue: 60, observed: 3781, best-error: 7.488532189041809 worst-error: 7.5362693207572935 SearchModels iteration 61> population: 16, bsize: 64, queue: 56, observed: 3837, best-error: 7.428911329513585 worst-error: 7.524095062704948 SearchModels iteration 62> population: 16, bsize: 64, queue: 61, observed: 3898, best-error: 7.428911329513585 worst-error: 7.499190504762865 SearchModels iteration 63> population: 16, bsize: 64, queue: 58, observed: 3956, best-error: 7.428911329513585 worst-error: 7.471918485957374 SearchModels iteration 64> population: 16, bsize: 64, queue: 60, observed: 4016, best-error: 7.428911329513585 worst-error: 7.458165053506743 SearchModels iteration 65> population: 16, bsize: 64, queue: 58, observed: 4074, best-error: 7.37776753198605 worst-error: 7.449282185957551 SearchModels iteration 66> population: 16, bsize: 64, queue: 58, observed: 4132, best-error: 7.331786174887584 worst-error: 7.441998877147208 SearchModels iteration 67> population: 16, bsize: 64, queue: 54, observed: 4186, best-error: 7.331786174887584 worst-error: 7.409413400899444 SearchModels iteration 68> population: 16, bsize: 64, queue: 57, observed: 4243, best-error: 7.331786174887584 worst-error: 7.3802837395780685 SearchModels iteration 69> population: 16, bsize: 64, queue: 57, observed: 4300, best-error: 7.331786174887584 worst-error: 7.363071968252507 SearchModels iteration 70> population: 16, bsize: 64, queue: 60, observed: 4360, best-error: 7.302434764164041 worst-error: 7.347582154411769 SearchModels iteration 71> population: 16, bsize: 64, queue: 55, observed: 4415, best-error: 7.291397227365791 worst-error: 7.335090006412593 SearchModels iteration 72> population: 16, bsize: 64, queue: 61, observed: 4476, best-error: 7.291397227365791 worst-error: 7.319994055394868 SearchModels iteration 73> population: 16, bsize: 64, queue: 59, observed: 4535, best-error: 7.280406567791583 worst-error: 7.308883606937873 SearchModels iteration 74> population: 16, bsize: 64, queue: 60, observed: 4595, best-error: 7.267400760938025 worst-error: 7.293796880837634 SearchModels iteration 75> population: 16, bsize: 64, queue: 59, observed: 4654, best-error: 7.2588381999997145 worst-error: 7.288528058153541 SearchModels iteration 76> population: 16, bsize: 64, queue: 59, observed: 4713, best-error: 7.229853183201359 worst-error: 7.277545062575984 SearchModels iteration 77> population: 16, bsize: 64, queue: 59, observed: 4772, best-error: 7.229853183201359 worst-error: 7.267400760938025 SearchModels iteration 78> population: 16, bsize: 64, queue: 59, observed: 4831, best-error: 7.228224295788637 worst-error: 7.257509668367171 SearchModels iteration 79> population: 16, bsize: 64, queue: 59, observed: 4890, best-error: 7.221837239264326 worst-error: 7.246404619355177 SearchModels iteration 80> population: 16, bsize: 64, queue: 54, observed: 4944, best-error: 7.221837239264326 worst-error: 7.2322460657594645 SearchModels iteration 81> population: 16, bsize: 64, queue: 57, observed: 5001, best-error: 7.19853325731877 worst-error: 7.226155382244078 SearchModels iteration 82> population: 16, bsize: 64, queue: 51, observed: 5052, best-error: 7.1973968534253006 worst-error: 7.22340106372385 SearchModels iteration 83> population: 16, bsize: 64, queue: 58, observed: 5110, best-error: 7.178301660217771 worst-error: 7.210668198809857 SearchModels iteration 84> population: 16, bsize: 64, queue: 56, observed: 5166, best-error: 7.178301660217771 worst-error: 7.204089860988981 SearchModels iteration 85> population: 16, bsize: 64, queue: 60, observed: 5226, best-error: 7.166707457849914 worst-error: 7.195537953940897 SearchModels iteration 86> population: 16, bsize: 64, queue: 58, observed: 5284, best-error: 7.158597352927252 worst-error: 7.188185243664598 SearchModels iteration 87> population: 16, bsize: 64, queue: 55, observed: 5339, best-error: 7.158597352927252 worst-error: 7.178145393180379 SearchModels iteration 88> population: 16, bsize: 64, queue: 55, observed: 5394, best-error: 7.158597352927252 worst-error: 7.170951011781388 SearchModels iteration 89> population: 16, bsize: 64, queue: 58, observed: 5452, best-error: 7.147542324685956 worst-error: 7.166707457849914 SearchModels iteration 90> population: 16, bsize: 64, queue: 60, observed: 5512, best-error: 7.147542324685956 worst-error: 7.165368565043785 SearchModels iteration 91> population: 16, bsize: 64, queue: 56, observed: 5568, best-error: 7.143823706806008 worst-error: 7.1595353297313125 SearchModels iteration 92> population: 16, bsize: 64, queue: 58, observed: 5626, best-error: 7.143823706806008 worst-error: 7.154933881116706 SearchModels iteration 93> population: 16, bsize: 64, queue: 54, observed: 5680, best-error: 7.134676196200928 worst-error: 7.149778363159371 SearchModels iteration 94> population: 16, bsize: 64, queue: 55, observed: 5735, best-error: 7.134676196200928 worst-error: 7.146707565484063 SearchModels iteration 95> population: 16, bsize: 64, queue: 58, observed: 5793, best-error: 7.103689504210744 worst-error: 7.145242774375045 SearchModels iteration 96> population: 16, bsize: 64, queue: 58, observed: 5851, best-error: 7.077895828143945 worst-error: 7.14169913161147 SearchModels iteration 97> population: 16, bsize: 64, queue: 60, observed: 5911, best-error: 7.068580845934159 worst-error: 7.09686651024173 SearchModels iteration 98> population: 16, bsize: 64, queue: 58, observed: 5969, best-error: 7.0354473897743475 worst-error: 7.076462009203964 SearchModels iteration 99> population: 16, bsize: 64, queue: 58, observed: 6027, best-error: 7.0354473897743475 worst-error: 7.068580845934159 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.8185558543900037, 0.08291115555235296, 0.1366471968685551, 0.10898699147557178, 0.1751607761925793] 1 => ([-0.07141074033621057, -0.42579624091582935, 0.34977141250087546, 0.11560252803168165, 0.17240429216400613] => 7.0354473897743475) 2 => ([-0.07110051341382159, -0.42735811947765173, 0.3497716895793258, 0.11567858247344603, 0.17240429216400613] => 7.037877761568354) 3 => ([-0.07113254290380708, -0.42878330298699907, 0.3497716876181439, 0.11575463678949435, 0.17240429216400613] => 7.039817381516307) 4 => ([-0.07079028649143262, -0.4289199980394741, 0.3497719666577762, 0.1157546369152104, 0.17240429216400613] => 7.041205782798938) 5 => ([-0.07067226406970058, -0.4315782329036336, 0.3497727461567036, 0.11621096316059891, 0.17240429216400613] => 7.041512718120602) 6 => ([-0.07104150220295558, -0.4308451280742497, 0.3497720793287895, 0.11590674559614028, 0.17240429216400613] => 7.041730783809953) 7 => ([-0.07079669499961061, -0.4303950111550304, 0.34977139621757536, 0.1158306909254172, 0.17240429216400613] => 7.044436464773529) 8 => ([-0.0708014436131282, -0.43039889558229705, 0.3497715051319732, 0.11583069098590962, 0.17240429216400613] => 7.044455780268348) 9 => ([-0.07080385972773968, -0.43017832898702946, 0.34977194846854365, 0.11579266406884126, 0.17240429216400613] => 7.046211819641253) 10 => ([-0.07085434547140357, -0.4317703650581688, 0.34977196273541244, 0.11590674554730704, 0.17240429216400613] => 7.0478907440316805) 11 => ([-0.0708031035077886, -0.4318700242705867, 0.3497708257773745, 0.115906744935624, 0.17240429216400613] => 7.048600729562629) 12 => ([-0.07080785212130619, -0.4318739086978533, 0.34977093469177234, 0.11590674499611642, 0.17240429216400613] => 7.048619226364548) 13 => ([-0.07081260073482379, -0.4318777931251199, 0.3497710436061702, 0.11590674505660883, 0.17240429216400613] => 7.048637724204349) 14 => ([-0.07061000663795533, -0.4329304213739353, 0.34977293730244463, 0.11605885464712148, 0.17240429216400613] => 7.048769495368271) 15 => ([-0.07016983264665469, -0.4320437551631189, 0.3497725208146769, 0.11590674579873916, 0.17240429216400613] => 7.050554773569671) Test Summary: | Total Time SearchModels.jl | 0 5.4s ===== 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: 174, observed: 1148, best-error: 0.20000000000000115 worst-error: 15.699999999999976 SearchModels iteration 2> population: 16, bsize: 32, queue: 152, observed: 1300, best-error: 0.20000000000000115 worst-error: 5.219999999999998 SearchModels iteration 3> population: 16, bsize: 32, queue: 169, observed: 1469, best-error: 0.11003906249999962 worst-error: 1.6037890625000002 SearchModels iteration 4> population: 16, bsize: 32, queue: 165, observed: 1634, best-error: 0.049999999999999774 worst-error: 0.4999999999999999 SearchModels iteration 5> population: 16, bsize: 32, queue: 170, observed: 1804, best-error: 0.047502441406249776 worst-error: 0.18821060180664062 SearchModels iteration 6> population: 16, bsize: 32, queue: 161, observed: 1965, best-error: 0.047502441406249776 worst-error: 0.10037217140197757 SearchModels iteration 7> population: 16, bsize: 32, queue: 159, observed: 2124, best-error: 0.04383866310119624 worst-error: 0.056408691406249975 SearchModels iteration 8> population: 16, bsize: 32, queue: 155, observed: 2279, best-error: 0.04267334938049318 worst-error: 0.04782904684543588 SearchModels iteration 9> population: 16, bsize: 32, queue: 152, observed: 2431, best-error: 0.04187989234924314 worst-error: 0.04515869140624996 SearchModels iteration 10> population: 16, bsize: 32, queue: 153, observed: 2584, best-error: 0.041742563247680664 worst-error: 0.04325106445932749 SearchModels iteration 11> population: 16, bsize: 32, queue: 147, observed: 2731, best-error: 0.04141862489515915 worst-error: 0.042283204831182954 SearchModels iteration 12> population: 16, bsize: 32, queue: 141, observed: 2872, best-error: 0.04141862489515915 worst-error: 0.041809181166036075 SearchModels iteration 13> population: 16, bsize: 32, queue: 142, observed: 3014, best-error: 0.041279077529907234 worst-error: 0.0415070699552598 SearchModels iteration 14> population: 16, bsize: 32, queue: 129, observed: 3143, best-error: 0.04126572608947754 worst-error: 0.041360100740712384 SearchModels iteration 15> population: 16, bsize: 32, queue: 136, observed: 3279, best-error: 0.04126191139221191 worst-error: 0.041300231424402235 SearchModels iteration 16> population: 16, bsize: 32, queue: 110, observed: 3389, best-error: 0.0412600040435791 worst-error: 0.041271426546754836 SearchModels iteration 17> population: 16, bsize: 32, queue: 78, observed: 3467, best-error: 0.041259765625 worst-error: 0.041262686252593994 SearchModels iteration 18> population: 16, bsize: 32, queue: 76, observed: 3543, best-error: 0.041259765625 worst-error: 0.041260138154029846 SearchModels iteration 19> population: 16, bsize: 32, queue: 70, observed: 3613, best-error: 0.041259765625 worst-error: 0.041259825229644775 SearchModels> stop by convergence error=(0.796875, 0.6350006103515625) => 0.04125977400690317, iter=20 (of 300) 1 => ((0.796875, 0.6350097656249999) => 0.041259765625) 2 => ((0.796875, 0.635009765625) => 0.041259765625) 3 => ((0.796875, 0.6350097656249998) => 0.041259765625) 4 => ((0.796875, 0.6350067138671875) => 0.041259766556322575) 5 => ((0.796875, 0.6350067138671873) => 0.041259766556322575) 6 => ((0.796875, 0.6350067138671874) => 0.041259766556322575) 7 => ((0.796875, 0.6350128173828125) => 0.041259766556322575) 8 => ((0.796875, 0.6350036621093749) => 0.0412597693502903) 9 => ((0.796875, 0.635003662109375) => 0.0412597693502903) 10 => ((0.796875, 0.635015869140625) => 0.0412597693502903) 11 => ((0.796875, 0.6350158691406249) => 0.0412597693502903) 12 => ((0.796875, 0.6350036621093751) => 0.0412597693502903) 13 => ((0.796875, 0.6350189208984374) => 0.04125977400690317) 14 => ((0.796875, 0.6350006103515624) => 0.04125977400690317) 15 => ((0.796875, 0.6350189208984375) => 0.04125977400690317) ===== RoseParams using inspect_population SearchModels> search params iter=0, initialpopulation=1000, maxpopulation=16, bsize=32, mutbsize=100, crossbsize=100 SearchModels iteration 1> population: 16, bsize: 32, queue: 173, observed: 1143, best-error: 2.12000000000001 worst-error: 26.919999999999973 SearchModels iteration 2> population: 16, bsize: 32, queue: 173, observed: 1316, best-error: 0.0981249999999992 worst-error: 4.25 SearchModels iteration 3> population: 16, bsize: 32, queue: 164, observed: 1480, best-error: 0.0981249999999992 worst-error: 1.3000000000000012 SearchModels iteration 4> population: 16, bsize: 32, queue: 178, observed: 1658, best-error: 0.0981249999999992 worst-error: 0.5850390624999999 SearchModels iteration 5> population: 16, bsize: 32, queue: 173, observed: 1831, best-error: 0.0981249999999992 worst-error: 0.3257106018066406 SearchModels iteration 6> population: 16, bsize: 32, queue: 181, observed: 2012, best-error: 0.0981249999999992 worst-error: 0.21595947265624996 SearchModels iteration 7> population: 16, bsize: 32, queue: 175, observed: 2187, best-error: 0.08035156250000006 worst-error: 0.15853100836276962 SearchModels iteration 8> population: 16, bsize: 32, queue: 171, observed: 2358, best-error: 0.07077933195978339 worst-error: 0.139239276088774 SearchModels iteration 9> population: 16, bsize: 32, queue: 172, observed: 2530, best-error: 0.06524622641736638 worst-error: 0.09360386196523894 SearchModels iteration 10> population: 16, bsize: 32, queue: 186, observed: 2716, best-error: 0.06288258920903878 worst-error: 0.07556501152241271 SearchModels iteration 11> population: 16, bsize: 32, queue: 179, observed: 2895, best-error: 0.059179786744061796 worst-error: 0.06624424020774303 SearchModels iteration 12> population: 16, bsize: 32, queue: 177, observed: 3072, best-error: 0.05161473500470493 worst-error: 0.06022512435694797 SearchModels iteration 13> population: 16, bsize: 32, queue: 178, observed: 3250, best-error: 0.05161473500470493 worst-error: 0.055836060095535295 SearchModels iteration 14> population: 16, bsize: 32, queue: 170, observed: 3420, best-error: 0.051284807324554996 worst-error: 0.05337259848325247 SearchModels iteration 15> population: 16, bsize: 32, queue: 171, observed: 3591, best-error: 0.050545732826139986 worst-error: 0.051710314904057475 SearchModels iteration 16> population: 16, bsize: 32, queue: 162, observed: 3753, best-error: 0.050497900605711465 worst-error: 0.05091213542214861 SearchModels iteration 17> population: 16, bsize: 32, queue: 166, observed: 3919, best-error: 0.04998622830834666 worst-error: 0.050545732826139986 SearchModels iteration 18> population: 16, bsize: 32, queue: 175, observed: 4094, best-error: 0.04998622830834666 worst-error: 0.050193849831694566 SearchModels iteration 19> population: 16, bsize: 32, queue: 177, observed: 4271, best-error: 0.04987406422239473 worst-error: 0.050032149112801905 SearchModels iteration 20> population: 16, bsize: 32, queue: 163, observed: 4434, best-error: 0.04987406422239473 worst-error: 0.04993062814915031 SearchModels iteration 21> population: 16, bsize: 32, queue: 160, observed: 4594, best-error: 0.04986802237993052 worst-error: 0.04989069639470289 SearchModels iteration 22> population: 16, bsize: 32, queue: 149, observed: 4743, best-error: 0.04985807778678406 worst-error: 0.04987374949316973 SearchModels iteration 23> population: 16, bsize: 32, queue: 159, observed: 4902, best-error: 0.04985678643218053 worst-error: 0.049862824730161986 SearchModels iteration 24> population: 16, bsize: 32, queue: 119, observed: 5021, best-error: 0.049856747007411946 worst-error: 0.04985766064010342 SearchModels iteration 25> population: 16, bsize: 32, queue: 120, observed: 5141, best-error: 0.049856746230674875 worst-error: 0.049856772121630435 SearchModels> stop by convergence error=(0.7771781206130983, 0.6025665283203125) => 0.04985674919986003, iter=26 (of 300) 1 => ((0.7771743535995486, 0.6025665283203125) => 0.04985674588810786) 2 => ((0.7771743535995485, 0.6025665283203125) => 0.04985674588810788) 3 => ((0.7771739482879639, 0.6025665283203125) => 0.04985674594252551) 4 => ((0.777173948287964, 0.6025665283203125) => 0.049856745942525524) 5 => ((0.7771756172180178, 0.6025665283203125) => 0.049856746230674875) 6 => ((0.7771760463714601, 0.6025665283203125) => 0.04985674652346626) 7 => ((0.7771764516830446, 0.6025665283203125) => 0.04985674688214069) 8 => ((0.7771764516830445, 0.6025665283203125) => 0.04985674688214071) 9 => ((0.7771722793579103, 0.6025665283203125) => 0.049856747007411946) 10 => ((0.7771722793579102, 0.6025665283203125) => 0.04985674700741196) 11 => ((0.7771768569946291, 0.6025665283203125) => 0.04985674732061741) 12 => ((0.7771718502044679, 0.6025665283203125) => 0.04985674749993363) 13 => ((0.7771772861480715, 0.6025665283203125) => 0.04985674787186874) 14 => ((0.7771714448928835, 0.6025665283203125) => 0.04985674804724089) 15 => ((0.7771777153015138, 0.6025665283203125) => 0.04985674851258722) Test Summary: | Total Time SearchModels.jl | 0 2.2s Testing SearchModels tests passed Testing completed after 37.04s PkgEval succeeded after 74.69s