Package evaluation of SearchModels on Julia 1.10.8 (92f03a4775*) started at 2025-02-25T06:31:38.442 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 5.0s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.10/Project.toml` [0e966ebe] + SearchModels v0.4.1 Updating `~/.julia/environments/v1.10/Manifest.toml` [34da2185] + Compat v4.16.0 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.20 [ffbed154] + DocStringExtensions v0.9.3 [92d709cd] + IrrationalConstants v0.2.4 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.0 [d96e819e] + Parameters v0.12.3 [0e966ebe] + SearchModels v0.4.1 [a2af1166] + SortingAlgorithms v1.2.1 [82ae8749] + StatsAPI v1.7.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [3a884ed6] + UnPack v1.0.2 [56f22d72] + Artifacts [2a0f44e3] + Base64 [ade2ca70] + Dates [8ba89e20] + Distributed [b77e0a4c] + InteractiveUtils [76f85450] + LibGit2 [8f399da3] + Libdl [37e2e46d] + LinearAlgebra [d6f4376e] + Markdown [ca575930] + NetworkOptions v1.2.0 [de0858da] + Printf [9a3f8284] + Random [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization [6462fe0b] + Sockets [2f01184e] + SparseArrays v1.10.0 [10745b16] + Statistics v1.10.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs [4ec0a83e] + Unicode [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [e37daf67] + LibGit2_jll v1.6.4+0 [29816b5a] + LibSSH2_jll v1.11.0+1 [c8ffd9c3] + MbedTLS_jll v2.28.2+1 [4536629a] + OpenBLAS_jll v0.3.23+4 [bea87d4a] + SuiteSparse_jll v7.2.1+1 [8e850b90] + libblastrampoline_jll v5.11.0+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 To see why use `status --outdated -m` Installation completed after 4.78s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 13.48s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_Mb84z1/Project.toml` [d96e819e] Parameters v0.12.3 [0e966ebe] SearchModels v0.4.1 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed [9a3f8284] Random [8dfed614] Test Status `/tmp/jl_Mb84z1/Manifest.toml` [34da2185] Compat v4.16.0 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.20 [ffbed154] DocStringExtensions v0.9.3 [92d709cd] IrrationalConstants v0.2.4 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.0 [d96e819e] Parameters v0.12.3 [0e966ebe] SearchModels v0.4.1 [a2af1166] SortingAlgorithms v1.2.1 [82ae8749] StatsAPI v1.7.0 ⌅ [2913bbd2] StatsBase v0.33.21 [3a884ed6] UnPack v1.0.2 [56f22d72] Artifacts [2a0f44e3] Base64 [ade2ca70] Dates [8ba89e20] Distributed [b77e0a4c] InteractiveUtils [76f85450] LibGit2 [8f399da3] Libdl [37e2e46d] LinearAlgebra [56ddb016] Logging [d6f4376e] Markdown [ca575930] NetworkOptions v1.2.0 [de0858da] Printf [9a3f8284] Random [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization [6462fe0b] Sockets [2f01184e] SparseArrays v1.10.0 [10745b16] Statistics v1.10.0 [fa267f1f] TOML v1.0.3 [8dfed614] Test [cf7118a7] UUIDs [4ec0a83e] Unicode [e66e0078] CompilerSupportLibraries_jll v1.1.1+0 [e37daf67] LibGit2_jll v1.6.4+0 [29816b5a] LibSSH2_jll v1.11.0+1 [c8ffd9c3] MbedTLS_jll v2.28.2+1 [4536629a] OpenBLAS_jll v0.3.23+4 [bea87d4a] SuiteSparse_jll v7.2.1+1 [8e850b90] libblastrampoline_jll v5.11.0+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: 58, observed: 358, best-error: 9609.078535189768 worst-error: 790435.8652567463 SearchModels iteration 2> population: 16, bsize: 64, queue: 58, observed: 416, best-error: 1750.537243550762 worst-error: 40228.010084691545 SearchModels iteration 3> population: 16, bsize: 64, queue: 58, observed: 474, best-error: 183.2880911268181 worst-error: 9497.000495630298 SearchModels iteration 4> population: 16, bsize: 64, queue: 59, observed: 533, best-error: 183.2880911268181 worst-error: 858.0777781041976 SearchModels iteration 5> population: 16, bsize: 64, queue: 58, observed: 591, best-error: 41.624855661475664 worst-error: 240.50361531240435 SearchModels iteration 6> population: 16, bsize: 64, queue: 57, observed: 648, best-error: 26.800710331987997 worst-error: 79.83685262383267 SearchModels iteration 7> population: 16, bsize: 64, queue: 57, observed: 705, best-error: 26.800710331987997 worst-error: 54.756218716125225 SearchModels iteration 8> population: 16, bsize: 64, queue: 61, observed: 766, best-error: 21.82331754369171 worst-error: 37.24304562571846 SearchModels iteration 9> population: 16, bsize: 64, queue: 59, observed: 825, best-error: 16.722513700433208 worst-error: 28.540310469732336 SearchModels iteration 10> population: 16, bsize: 64, queue: 52, observed: 877, best-error: 15.307745181656857 worst-error: 24.216220536576 SearchModels iteration 11> population: 16, bsize: 64, queue: 53, observed: 930, best-error: 15.307745181656857 worst-error: 17.89444378017197 SearchModels iteration 12> population: 16, bsize: 64, queue: 60, observed: 990, best-error: 15.307745181656857 worst-error: 16.221801358425687 SearchModels iteration 13> population: 16, bsize: 64, queue: 58, observed: 1048, best-error: 15.307745181656857 worst-error: 15.749734728419794 SearchModels iteration 14> population: 16, bsize: 64, queue: 60, observed: 1108, best-error: 15.292387704450341 worst-error: 15.556722966072966 SearchModels iteration 15> population: 16, bsize: 64, queue: 60, observed: 1168, best-error: 15.292387704450341 worst-error: 15.437920186794535 SearchModels iteration 16> population: 16, bsize: 64, queue: 61, observed: 1229, best-error: 15.292387704450341 worst-error: 15.363625538199416 SearchModels iteration 17> population: 16, bsize: 64, queue: 58, observed: 1287, best-error: 15.18913779155091 worst-error: 15.327823603751735 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1346, best-error: 15.18913779155091 worst-error: 15.298061709303612 SearchModels iteration 19> population: 16, bsize: 64, queue: 52, observed: 1398, best-error: 15.168478258306767 worst-error: 15.24596338501449 SearchModels iteration 20> population: 16, bsize: 64, queue: 58, observed: 1456, best-error: 15.157510911725074 worst-error: 15.223823625884929 SearchModels iteration 21> population: 16, bsize: 64, queue: 62, observed: 1518, best-error: 15.093612778697386 worst-error: 15.197381015781053 SearchModels iteration 22> population: 16, bsize: 64, queue: 59, observed: 1577, best-error: 15.093612778697386 worst-error: 15.179434013270374 SearchModels iteration 23> population: 16, bsize: 64, queue: 58, observed: 1635, best-error: 15.091365400890233 worst-error: 15.146853888072211 SearchModels iteration 24> population: 16, bsize: 64, queue: 57, observed: 1692, best-error: 15.091365400890233 worst-error: 15.11821241646172 SearchModels iteration 25> population: 16, bsize: 64, queue: 57, observed: 1749, best-error: 15.091365400890233 worst-error: 15.10608949506133 SearchModels iteration 26> population: 16, bsize: 64, queue: 55, observed: 1804, best-error: 15.048166392092444 worst-error: 15.096173478052235 SearchModels iteration 27> population: 16, bsize: 64, queue: 59, observed: 1863, best-error: 15.048166392092444 worst-error: 15.09355445785841 SearchModels iteration 28> population: 16, bsize: 64, queue: 59, observed: 1922, best-error: 15.048166392092444 worst-error: 15.070377321822834 SearchModels iteration 29> population: 16, bsize: 64, queue: 59, observed: 1981, best-error: 15.00505958199655 worst-error: 15.054536848058957 SearchModels iteration 30> population: 16, bsize: 64, queue: 63, observed: 2044, best-error: 15.00505958199655 worst-error: 15.04870489375723 SearchModels iteration 31> population: 16, bsize: 64, queue: 59, observed: 2103, best-error: 14.984293118843668 worst-error: 15.029310666078773 SearchModels iteration 32> population: 16, bsize: 64, queue: 60, observed: 2163, best-error: 14.984293118843668 worst-error: 15.019149321902344 SearchModels iteration 33> population: 16, bsize: 64, queue: 56, observed: 2219, best-error: 14.984293118843668 worst-error: 15.00505958199655 SearchModels iteration 34> population: 16, bsize: 64, queue: 57, observed: 2276, best-error: 14.951178661872198 worst-error: 14.99355042942247 SearchModels iteration 35> population: 16, bsize: 64, queue: 56, observed: 2332, best-error: 14.951178661872198 worst-error: 14.98574077612031 SearchModels iteration 36> population: 16, bsize: 64, queue: 59, observed: 2391, best-error: 14.929261165396333 worst-error: 14.970335327895839 SearchModels iteration 37> population: 16, bsize: 64, queue: 58, observed: 2449, best-error: 14.91750811641034 worst-error: 14.954996872165214 SearchModels iteration 38> population: 16, bsize: 64, queue: 56, observed: 2505, best-error: 14.906944023227178 worst-error: 14.940804744762143 SearchModels iteration 39> population: 16, bsize: 64, queue: 61, observed: 2566, best-error: 14.906944023227178 worst-error: 14.929370255019172 SearchModels iteration 40> population: 16, bsize: 64, queue: 60, observed: 2626, best-error: 14.906944023227178 worst-error: 14.921376411401345 SearchModels iteration 41> population: 16, bsize: 64, queue: 56, observed: 2682, best-error: 14.906435912477486 worst-error: 14.916504692572373 SearchModels iteration 42> population: 16, bsize: 64, queue: 58, observed: 2740, best-error: 14.906435912477486 worst-error: 14.912351732440136 SearchModels iteration 43> population: 16, bsize: 64, queue: 54, observed: 2794, best-error: 14.906435912477486 worst-error: 14.910575381671267 SearchModels iteration 44> population: 16, bsize: 64, queue: 62, observed: 2856, best-error: 14.904956128982967 worst-error: 14.908705071038034 SearchModels iteration 45> population: 16, bsize: 64, queue: 61, observed: 2917, best-error: 14.904956128982967 worst-error: 14.907000507290128 SearchModels iteration 46> population: 16, bsize: 64, queue: 57, observed: 2974, best-error: 14.879225925419385 worst-error: 14.906395318213088 SearchModels iteration 47> population: 16, bsize: 64, queue: 60, observed: 3034, best-error: 14.87878239230765 worst-error: 14.905706307004536 SearchModels iteration 48> population: 16, bsize: 64, queue: 56, observed: 3090, best-error: 14.87878239230765 worst-error: 14.892407628549023 SearchModels iteration 49> population: 16, bsize: 64, queue: 59, observed: 3149, best-error: 14.87878239230765 worst-error: 14.885821501686658 SearchModels iteration 50> population: 16, bsize: 64, queue: 61, observed: 3210, best-error: 14.87878239230765 worst-error: 14.882522164897992 SearchModels iteration 51> population: 16, bsize: 64, queue: 59, observed: 3269, best-error: 14.85587265156853 worst-error: 14.88189337720028 SearchModels iteration 52> population: 16, bsize: 64, queue: 59, observed: 3328, best-error: 14.85587265156853 worst-error: 14.879012253427845 SearchModels iteration 53> population: 16, bsize: 64, queue: 60, observed: 3388, best-error: 14.84536656240081 worst-error: 14.867999132723922 SearchModels iteration 54> population: 16, bsize: 64, queue: 61, observed: 3449, best-error: 14.84536656240081 worst-error: 14.861216551895275 SearchModels iteration 55> population: 16, bsize: 64, queue: 61, observed: 3510, best-error: 14.84262697879017 worst-error: 14.8559971297895 SearchModels iteration 56> population: 16, bsize: 64, queue: 60, observed: 3570, best-error: 14.831478220233393 worst-error: 14.85163448239627 SearchModels iteration 57> population: 16, bsize: 64, queue: 57, observed: 3627, best-error: 14.821524869547343 worst-error: 14.847794417308393 SearchModels iteration 58> population: 16, bsize: 64, queue: 54, observed: 3681, best-error: 14.799167196119882 worst-error: 14.838870928386612 SearchModels iteration 59> population: 16, bsize: 64, queue: 61, observed: 3742, best-error: 14.799167196119882 worst-error: 14.831478220233393 SearchModels iteration 60> population: 16, bsize: 64, queue: 58, observed: 3800, best-error: 14.799167196119882 worst-error: 14.825391987849756 SearchModels iteration 61> population: 16, bsize: 64, queue: 57, observed: 3857, best-error: 14.799167196119882 worst-error: 14.821190464611256 SearchModels iteration 62> population: 16, bsize: 64, queue: 56, observed: 3913, best-error: 14.799167196119882 worst-error: 14.815535540631885 SearchModels iteration 63> population: 16, bsize: 64, queue: 62, observed: 3975, best-error: 14.793615421267631 worst-error: 14.811183177164692 SearchModels iteration 64> population: 16, bsize: 64, queue: 61, observed: 4036, best-error: 14.782921935736681 worst-error: 14.804145663425443 SearchModels iteration 65> population: 16, bsize: 64, queue: 61, observed: 4097, best-error: 14.782921935736681 worst-error: 14.799187006150277 SearchModels iteration 66> population: 16, bsize: 64, queue: 54, observed: 4151, best-error: 14.779420962264183 worst-error: 14.793023793835856 SearchModels iteration 67> population: 16, bsize: 64, queue: 58, observed: 4209, best-error: 14.77542978260845 worst-error: 14.789993502816948 SearchModels iteration 68> population: 16, bsize: 64, queue: 60, observed: 4269, best-error: 14.77542978260845 worst-error: 14.786040791718419 SearchModels iteration 69> population: 16, bsize: 64, queue: 57, observed: 4326, best-error: 14.771450577078877 worst-error: 14.782309778891861 SearchModels iteration 70> population: 16, bsize: 64, queue: 61, observed: 4387, best-error: 14.771450577078877 worst-error: 14.778820383881413 SearchModels iteration 71> population: 16, bsize: 64, queue: 55, observed: 4442, best-error: 14.75964668684586 worst-error: 14.776039499875044 SearchModels iteration 72> population: 16, bsize: 64, queue: 58, observed: 4500, best-error: 14.75964668684586 worst-error: 14.774628632882004 SearchModels iteration 73> population: 16, bsize: 64, queue: 57, observed: 4557, best-error: 14.757280784370028 worst-error: 14.771450577078877 SearchModels iteration 74> population: 16, bsize: 64, queue: 61, observed: 4618, best-error: 14.757280784370028 worst-error: 14.765804763144173 SearchModels iteration 75> population: 16, bsize: 64, queue: 57, observed: 4675, best-error: 14.748515684785508 worst-error: 14.760612461554777 SearchModels iteration 76> population: 16, bsize: 64, queue: 58, observed: 4733, best-error: 14.741709492119355 worst-error: 14.758404249249244 SearchModels iteration 77> population: 16, bsize: 64, queue: 56, observed: 4789, best-error: 14.741709492119355 worst-error: 14.752700542341325 SearchModels iteration 78> population: 16, bsize: 64, queue: 55, observed: 4844, best-error: 14.735933283725831 worst-error: 14.748603293931325 SearchModels iteration 79> population: 16, bsize: 64, queue: 57, observed: 4901, best-error: 14.735933283725831 worst-error: 14.745855048030831 SearchModels iteration 80> population: 16, bsize: 64, queue: 59, observed: 4960, best-error: 14.735933283725831 worst-error: 14.74217256258356 SearchModels iteration 81> population: 16, bsize: 64, queue: 61, observed: 5021, best-error: 14.735933283725831 worst-error: 14.740264915489382 SearchModels iteration 82> population: 16, bsize: 64, queue: 60, observed: 5081, best-error: 14.735933283725831 worst-error: 14.739004556624 SearchModels iteration 83> population: 16, bsize: 64, queue: 57, observed: 5138, best-error: 14.725667191552665 worst-error: 14.738102921524074 SearchModels iteration 84> population: 16, bsize: 64, queue: 56, observed: 5194, best-error: 14.725667191552665 worst-error: 14.737253488660642 SearchModels iteration 85> population: 16, bsize: 64, queue: 57, observed: 5251, best-error: 14.725667191552665 worst-error: 14.734547400919388 SearchModels iteration 86> population: 16, bsize: 64, queue: 57, observed: 5308, best-error: 14.719312751556316 worst-error: 14.731877302989586 SearchModels iteration 87> population: 16, bsize: 64, queue: 59, observed: 5367, best-error: 14.718107640413507 worst-error: 14.729439204060442 SearchModels iteration 88> population: 16, bsize: 64, queue: 56, observed: 5423, best-error: 14.718107640413507 worst-error: 14.725536258898988 SearchModels iteration 89> population: 16, bsize: 64, queue: 57, observed: 5480, best-error: 14.718107640413507 worst-error: 14.721398165753728 SearchModels iteration 90> population: 16, bsize: 64, queue: 62, observed: 5542, best-error: 14.708195649747532 worst-error: 14.719079230085388 SearchModels iteration 91> population: 16, bsize: 64, queue: 60, observed: 5602, best-error: 14.70565053391136 worst-error: 14.718325169875108 SearchModels iteration 92> population: 16, bsize: 64, queue: 60, observed: 5662, best-error: 14.704552952071825 worst-error: 14.712019227404179 SearchModels iteration 93> population: 16, bsize: 64, queue: 54, observed: 5716, best-error: 14.698588734846107 worst-error: 14.708428820317451 SearchModels iteration 94> population: 16, bsize: 64, queue: 61, observed: 5777, best-error: 14.698588734846107 worst-error: 14.706611561903184 SearchModels iteration 95> population: 16, bsize: 64, queue: 59, observed: 5836, best-error: 14.694567839178417 worst-error: 14.704552952071825 SearchModels iteration 96> population: 16, bsize: 64, queue: 60, observed: 5896, best-error: 14.694567839178417 worst-error: 14.701502310576664 SearchModels iteration 97> population: 16, bsize: 64, queue: 57, observed: 5953, best-error: 14.68432615999857 worst-error: 14.698339669173741 SearchModels iteration 98> population: 16, bsize: 64, queue: 58, observed: 6011, best-error: 14.68432615999857 worst-error: 14.696630365620388 SearchModels iteration 99> population: 16, bsize: 64, queue: 60, observed: 6071, best-error: 14.68432615999857 worst-error: 14.690884275430133 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.16593460343762212, 0.5526495441456983, 0.9743277995494309, 0.28308320387787045, 0.7005234647412613] 1 => ([-0.3028687798850726, 0.15658624182807135, 0.71957966138093, 0.2897670128429291, 0.7041194376524911] => 14.679495200212235) 2 => ([-0.30402892489416594, 0.15791905564628997, 0.7195796613802575, 0.28976701284304673, 0.7041194376524649] => 14.68432615999857) 3 => ([-0.30409161127043277, 0.15951419762251512, 0.7195796613802575, 0.28976701284304673, 0.7041194376524649] => 14.685731986879926) 4 => ([-0.3044836067311488, 0.15813272528559164, 0.7195796613815498, 0.2897670128428207, 0.7041194376525153] => 14.686031232705375) 5 => ([-0.3044412857198735, 0.1587257293570481, 0.7195796613803997, 0.28976701284302187, 0.7041194376524704] => 14.686317876886651) 6 => ([-0.3047909601693143, 0.15793726109158107, 0.7195796613805419, 0.289767012842997, 0.704119437652476] => 14.686945871373396) 7 => ([-0.3048125045975014, 0.15791905564628997, 0.7195796613802575, 0.28976701284304673, 0.7041194376524649] => 14.68700696507886) 8 => ([-0.3049654890188612, 0.15772269589550125, 0.7195796613807295, 0.2897670128429642, 0.7041194376524833] => 14.687395685674641) 9 => ([-0.30496319628904467, 0.158035579946321, 0.7195796613805938, 0.2897670128429879, 0.704119437652478] => 14.687603887728374) 10 => ([-0.30482230335744775, 0.15873483207969366, 0.7195796613805419, 0.289767012842997, 0.704119437652476] => 14.687628393267156) 11 => ([-0.30503984551599284, 0.1580258904659408, 0.7195796613809037, 0.2897670128429337, 0.7041194376524901] => 14.6878594217672) 12 => ([-0.30507288663295684, 0.15804274166314708, 0.7195796613812979, 0.28976701284286477, 0.7041194376525055] => 14.687984316981009) 13 => ([-0.3049968322069946, 0.15852026688361384, 0.7195796613807295, 0.2897670128429642, 0.7041194376524833] => 14.68806669569013) 14 => ([-0.3050621899662393, 0.1583084101837037, 0.7195796613806971, 0.28976701284296985, 0.704119437652482] => 14.688136455971966) 15 => ([-0.3052581876965973, 0.15761767401524196, 0.7195796613813432, 0.28976701284285683, 0.7041194376525073] => 14.688326438666087) Test Summary: |Time SearchModels.jl | None 5.5s ===== 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: 171, observed: 1149, best-error: 0.02000000000000048 worst-error: 8.499999999999996 SearchModels iteration 2> population: 16, bsize: 32, queue: 157, observed: 1306, best-error: 0.02000000000000048 worst-error: 1.9699999999999998 SearchModels iteration 3> population: 16, bsize: 32, queue: 167, observed: 1473, best-error: 0.02000000000000048 worst-error: 0.4931640625000001 SearchModels iteration 4> population: 16, bsize: 32, queue: 167, observed: 1640, best-error: 0.0001586914062500014 worst-error: 0.06250000000000036 SearchModels iteration 5> population: 16, bsize: 32, queue: 170, observed: 1810, best-error: 0.0001586914062500014 worst-error: 0.016513824462890625 SearchModels iteration 6> population: 16, bsize: 32, queue: 176, observed: 1986, best-error: 8.866310119628989e-5 worst-error: 0.003896636962890364 SearchModels iteration 7> population: 16, bsize: 32, queue: 182, observed: 2168, best-error: 9.775161743163803e-6 worst-error: 0.0010546308755872986 SearchModels iteration 8> population: 16, bsize: 32, queue: 173, observed: 2341, best-error: 9.775161743163803e-6 worst-error: 0.00019531249999998334 SearchModels iteration 9> population: 16, bsize: 32, queue: 179, observed: 2520, best-error: 9.775161743163803e-6 worst-error: 6.425526225931711e-5 SearchModels iteration 10> population: 16, bsize: 32, queue: 168, observed: 2688, best-error: 6.103888154027841e-7 worst-error: 1.8776918295733943e-5 SearchModels iteration 11> population: 16, bsize: 32, queue: 169, observed: 2857, best-error: 3.814711817533655e-8 worst-error: 5.134532693759656e-6 SearchModels iteration 12> population: 16, bsize: 32, queue: 155, observed: 3012, best-error: 3.81471181753357e-8 worst-error: 1.182870619229067e-6 SearchModels iteration 13> population: 16, bsize: 32, queue: 149, observed: 3161, best-error: 1.9770826437101608e-29 worst-error: 4.0126280509745193e-7 SearchModels iteration 14> population: 16, bsize: 32, queue: 163, observed: 3324, best-error: 1.9770826437101608e-29 worst-error: 1.0052303878084547e-7 SearchModels> stop by convergence error=(0.9998779296875002, 0.999761962890625) => 1.8608283802166655e-8, iter=15 (of 300) 1 => ((1.0000000000000002, 1.0) => 1.9770826437101608e-29) 2 => ((0.9999511718750003, 0.9999023437500001) => 2.384186359423979e-9) 3 => ((0.9999511718750003, 0.99990234375) => 2.384186359424032e-9) 4 => ((1.0000488281250002, 1.00009765625) => 2.384186359467347e-9) 5 => ((1.0000000000000002, 1.000006103515625) => 3.7252902978113928e-9) 6 => ((0.9999633789062502, 0.999920654296875) => 5.0680320767117305e-9) 7 => ((0.9999267578125002, 0.9998535156250001) => 5.364420907457444e-9) 8 => ((0.9999267578125002, 0.999859619140625) => 9.083162843698059e-9) 9 => ((0.9999023437500002, 0.9998046875000001) => 9.536752258971139e-9) 10 => ((0.9999023437500002, 0.9998046875) => 9.53675225897135e-9) 11 => ((1.0000976562500004, 1.0001953125) => 9.536752259080194e-9) 12 => ((0.9999023437500002, 0.999810791015625) => 1.3250401024724692e-8) 13 => ((0.9998901367187503, 0.9997863769531251) => 1.5780511619040517e-8) 14 => ((0.9998657226562502, 0.9997314453125001) => 1.8030437554059415e-8) 15 => ((0.9998657226562502, 0.9997314453125) => 1.8030437554059815e-8) ===== 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: 164, observed: 1136, best-error: 0.0 worst-error: 14.499999999999998 SearchModels iteration 2> population: 16, bsize: 32, queue: 163, observed: 1299, best-error: 0.0 worst-error: 4.1000000000000005 SearchModels iteration 3> population: 16, bsize: 32, queue: 176, observed: 1475, best-error: 0.0 worst-error: 0.37000000000000066 SearchModels iteration 4> population: 16, bsize: 32, queue: 181, observed: 1656, best-error: 0.0 worst-error: 0.06249999999999969 SearchModels iteration 5> population: 16, bsize: 32, queue: 179, observed: 1835, best-error: 0.0 worst-error: 0.004116363525390664 SearchModels iteration 6> population: 16, bsize: 32, queue: 170, observed: 2005, best-error: 0.0 worst-error: 0.0010375976562499777 SearchModels iteration 7> population: 16, bsize: 32, queue: 164, observed: 2169, best-error: 0.0 worst-error: 0.0002458196878433474 SearchModels iteration 8> population: 16, bsize: 32, queue: 160, observed: 2329, best-error: 0.0 worst-error: 2.9996670782566233e-5 SearchModels iteration 9> population: 16, bsize: 32, queue: 154, observed: 2483, best-error: 0.0 worst-error: 2.4420022964473943e-6 SearchModels iteration 10> population: 16, bsize: 32, queue: 143, observed: 2626, best-error: 0.0 worst-error: 3.4333454095747233e-7 SearchModels iteration 11> population: 16, bsize: 32, queue: 133, observed: 2759, best-error: 0.0 worst-error: 3.814711817542159e-8 SearchModels> stop by convergence error=(1.0000976562500001, 1.0001953125) => 9.53675225903598e-9, iter=12 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0, 0.9999999999999999) => 1.232595164407831e-30) 3 => ((0.9999999999999999, 0.9999999999999999) => 1.2449211160519093e-30) 4 => ((0.9999999999999999, 1.0) => 4.942706609275402e-30) 5 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 6 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) 7 => ((0.9999511718749999, 0.99990234375) => 2.3841863594562406e-9) 8 => ((0.9999511718749999, 0.9999023437499999) => 2.3841863594562935e-9) 9 => ((0.9999511718749998, 0.99990234375) => 2.3841863594669765e-9) 10 => ((1.0000488281250002, 1.00009765625) => 2.384186359467347e-9) 11 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) 12 => ((1.00009765625, 1.0001953124999998) => 9.536752258992187e-9) 13 => ((0.9999023437500001, 0.9998046875) => 9.53675225899261e-9) 14 => ((0.99990234375, 0.9998046875) => 9.53675225901387e-9) 15 => ((0.9999023437499999, 0.9998046875) => 9.536752259035133e-9) Test Summary: |Time SearchModels.jl | None 1.6s Testing SearchModels tests passed Testing completed after 11.88s PkgEval succeeded after 50.13s