Package evaluation of SearchModels on Julia 1.13.0-DEV.692 (1ea959a8b1*) started at 2025-06-03T14:04:42.230 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.05s ################################################################################ # 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 v4.16.0 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [ffbed154] + DocStringExtensions v0.9.4 [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 v5.12.0+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 To see why use `status --outdated -m` Installation completed after 1.07s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 19.51s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_VZ896S/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_VZ896S/Manifest.toml` [34da2185] Compat v4.16.0 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.4 [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 v5.12.0+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: 56, observed: 356, best-error: 19960.505477897183 worst-error: 2.4970485780595476e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 55, observed: 411, best-error: 16033.590242101143 worst-error: 238974.45252431775 SearchModels iteration 3> population: 16, bsize: 64, queue: 60, observed: 471, best-error: 3930.7857682309373 worst-error: 64350.319955402454 SearchModels iteration 4> population: 16, bsize: 64, queue: 56, observed: 527, best-error: 551.176742597751 worst-error: 8517.425720165207 SearchModels iteration 5> population: 16, bsize: 64, queue: 60, observed: 587, best-error: 430.82533713114793 worst-error: 1043.935406289726 SearchModels iteration 6> population: 16, bsize: 64, queue: 60, observed: 647, best-error: 318.30935032012064 worst-error: 437.67519208856703 SearchModels iteration 7> population: 16, bsize: 64, queue: 60, observed: 707, best-error: 318.30935032012064 worst-error: 364.6690844803577 SearchModels iteration 8> population: 16, bsize: 64, queue: 58, observed: 765, best-error: 318.30935032012064 worst-error: 341.3723726022533 SearchModels iteration 9> population: 16, bsize: 64, queue: 57, observed: 822, best-error: 318.30935032012064 worst-error: 329.5992734358076 SearchModels iteration 10> population: 16, bsize: 64, queue: 56, observed: 878, best-error: 318.30935032012064 worst-error: 322.59309012773554 SearchModels iteration 11> population: 16, bsize: 64, queue: 58, observed: 936, best-error: 316.5924752735931 worst-error: 319.475252962464 SearchModels iteration 12> population: 16, bsize: 64, queue: 60, observed: 996, best-error: 315.81942058033303 worst-error: 317.9820918451494 SearchModels iteration 13> population: 16, bsize: 64, queue: 58, observed: 1054, best-error: 314.73736945032573 worst-error: 316.7313395398724 SearchModels iteration 14> population: 16, bsize: 64, queue: 61, observed: 1115, best-error: 314.162326833439 worst-error: 315.7027523709942 SearchModels iteration 15> population: 16, bsize: 64, queue: 58, observed: 1173, best-error: 314.09858433438967 worst-error: 315.00952833233987 SearchModels iteration 16> population: 16, bsize: 64, queue: 59, observed: 1232, best-error: 313.4683554083956 worst-error: 314.47114721526543 SearchModels iteration 17> population: 16, bsize: 64, queue: 56, observed: 1288, best-error: 313.3034333231156 worst-error: 314.2289894826359 SearchModels iteration 18> population: 16, bsize: 64, queue: 58, observed: 1346, best-error: 313.3034333231156 worst-error: 314.06783920752724 SearchModels iteration 19> population: 16, bsize: 64, queue: 61, observed: 1407, best-error: 312.6281587639495 worst-error: 313.64432606421144 SearchModels iteration 20> population: 16, bsize: 64, queue: 58, observed: 1465, best-error: 312.19679392717245 worst-error: 313.51965640511855 SearchModels iteration 21> population: 16, bsize: 64, queue: 54, observed: 1519, best-error: 312.19679392717245 worst-error: 313.2164419729453 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1577, best-error: 312.19679392717245 worst-error: 312.74261101650626 SearchModels iteration 23> population: 16, bsize: 64, queue: 63, observed: 1640, best-error: 312.16407434332143 worst-error: 312.4819867040845 SearchModels iteration 24> population: 16, bsize: 64, queue: 56, observed: 1696, best-error: 311.5487998560904 worst-error: 312.22280557168756 SearchModels iteration 25> population: 16, bsize: 64, queue: 60, observed: 1756, best-error: 311.29603635736567 worst-error: 311.94369251850526 SearchModels iteration 26> population: 16, bsize: 64, queue: 60, observed: 1816, best-error: 310.9754680912331 worst-error: 311.7506975623829 SearchModels iteration 27> population: 16, bsize: 64, queue: 60, observed: 1876, best-error: 310.786279210575 worst-error: 311.55432182066494 SearchModels iteration 28> population: 16, bsize: 64, queue: 59, observed: 1935, best-error: 310.786279210575 worst-error: 311.270232142629 SearchModels iteration 29> population: 16, bsize: 64, queue: 61, observed: 1996, best-error: 310.7339862224772 worst-error: 311.0436838977164 SearchModels iteration 30> population: 16, bsize: 64, queue: 58, observed: 2054, best-error: 310.5386896954877 worst-error: 310.89057450460336 SearchModels iteration 31> population: 16, bsize: 64, queue: 60, observed: 2114, best-error: 310.5386896954877 worst-error: 310.8235774012544 SearchModels iteration 32> population: 16, bsize: 64, queue: 57, observed: 2171, best-error: 310.5386896954877 worst-error: 310.7326793952059 SearchModels iteration 33> population: 16, bsize: 64, queue: 60, observed: 2231, best-error: 310.2522422200027 worst-error: 310.65126872650615 SearchModels iteration 34> population: 16, bsize: 64, queue: 59, observed: 2290, best-error: 310.2522422200027 worst-error: 310.5451532989405 SearchModels iteration 35> population: 16, bsize: 64, queue: 58, observed: 2348, best-error: 309.8440365825548 worst-error: 310.39482705401383 SearchModels iteration 36> population: 16, bsize: 64, queue: 56, observed: 2404, best-error: 309.74183062844185 worst-error: 310.18828119359944 SearchModels iteration 37> population: 16, bsize: 64, queue: 58, observed: 2462, best-error: 309.07297765134916 worst-error: 310.0392780609263 SearchModels iteration 38> population: 16, bsize: 64, queue: 56, observed: 2518, best-error: 295.7356640613634 worst-error: 309.65829215933985 SearchModels iteration 39> population: 16, bsize: 64, queue: 59, observed: 2577, best-error: 295.7356640613634 worst-error: 298.94920490766225 SearchModels iteration 40> population: 16, bsize: 64, queue: 57, observed: 2634, best-error: 295.64226396632756 worst-error: 295.8337695672957 SearchModels iteration 41> population: 16, bsize: 64, queue: 58, observed: 2692, best-error: 295.63846966869954 worst-error: 295.77519481181844 SearchModels iteration 42> population: 16, bsize: 64, queue: 57, observed: 2749, best-error: 295.586609452512 worst-error: 295.7173877449504 SearchModels iteration 43> population: 16, bsize: 64, queue: 62, observed: 2811, best-error: 295.58196638526084 worst-error: 295.67402545695785 SearchModels iteration 44> population: 16, bsize: 64, queue: 60, observed: 2871, best-error: 295.57192742160476 worst-error: 295.6302753941029 SearchModels iteration 45> population: 16, bsize: 64, queue: 56, observed: 2927, best-error: 295.46889363381 worst-error: 295.59981816619285 SearchModels iteration 46> population: 16, bsize: 64, queue: 59, observed: 2986, best-error: 295.46889363381 worst-error: 295.5792267767265 SearchModels iteration 47> population: 16, bsize: 64, queue: 59, observed: 3045, best-error: 295.46889363381 worst-error: 295.5262052103324 SearchModels iteration 48> population: 16, bsize: 64, queue: 55, observed: 3100, best-error: 295.46889363381 worst-error: 295.4922051571466 SearchModels iteration 49> population: 16, bsize: 64, queue: 57, observed: 3157, best-error: 295.3804643828365 worst-error: 295.475464370091 SearchModels iteration 50> population: 16, bsize: 64, queue: 59, observed: 3216, best-error: 295.3804643828365 worst-error: 295.4334756280204 SearchModels iteration 51> population: 16, bsize: 64, queue: 59, observed: 3275, best-error: 295.31228090740893 worst-error: 295.40535290643794 SearchModels iteration 52> population: 16, bsize: 64, queue: 59, observed: 3334, best-error: 295.31228090740893 worst-error: 295.37812137661297 SearchModels iteration 53> population: 16, bsize: 64, queue: 61, observed: 3395, best-error: 295.31228090740893 worst-error: 295.3537887398887 SearchModels iteration 54> population: 16, bsize: 64, queue: 58, observed: 3453, best-error: 295.2666419000929 worst-error: 295.3367217642731 SearchModels iteration 55> population: 16, bsize: 64, queue: 56, observed: 3509, best-error: 295.2151677502647 worst-error: 295.31152220871 SearchModels iteration 56> population: 16, bsize: 64, queue: 58, observed: 3567, best-error: 295.2151677502647 worst-error: 295.2886307965773 SearchModels iteration 57> population: 16, bsize: 64, queue: 60, observed: 3627, best-error: 295.20345516706095 worst-error: 295.2553247847881 SearchModels iteration 58> population: 16, bsize: 64, queue: 58, observed: 3685, best-error: 295.1846860292288 worst-error: 295.22566882095157 SearchModels iteration 59> population: 16, bsize: 64, queue: 55, observed: 3740, best-error: 295.1846860292288 worst-error: 295.2123805112918 SearchModels iteration 60> population: 16, bsize: 64, queue: 56, observed: 3796, best-error: 295.1512505063994 worst-error: 295.2030184416371 SearchModels iteration 61> population: 16, bsize: 64, queue: 57, observed: 3853, best-error: 295.1512505063994 worst-error: 295.1936919924181 SearchModels iteration 62> population: 16, bsize: 64, queue: 57, observed: 3910, best-error: 295.1194784651944 worst-error: 295.1790067784719 SearchModels iteration 63> population: 16, bsize: 64, queue: 59, observed: 3969, best-error: 295.1194784651944 worst-error: 295.1616525361925 SearchModels iteration 64> population: 16, bsize: 64, queue: 58, observed: 4027, best-error: 295.0873083150562 worst-error: 295.1459313854592 SearchModels iteration 65> population: 16, bsize: 64, queue: 62, observed: 4089, best-error: 295.0862312127854 worst-error: 295.11931418589654 SearchModels iteration 66> population: 16, bsize: 64, queue: 63, observed: 4152, best-error: 295.0508901129201 worst-error: 295.0980125475403 SearchModels iteration 67> population: 16, bsize: 64, queue: 61, observed: 4213, best-error: 295.0426109519251 worst-error: 295.08225924776286 SearchModels iteration 68> population: 16, bsize: 64, queue: 57, observed: 4270, best-error: 295.00696874125896 worst-error: 295.05947785352726 SearchModels iteration 69> population: 16, bsize: 64, queue: 61, observed: 4331, best-error: 295.00696874125896 worst-error: 295.04054554454973 SearchModels iteration 70> population: 16, bsize: 64, queue: 59, observed: 4390, best-error: 294.97648141589326 worst-error: 295.0256050113941 SearchModels iteration 71> population: 16, bsize: 64, queue: 56, observed: 4446, best-error: 294.97648141589326 worst-error: 295.01220230716274 SearchModels iteration 72> population: 16, bsize: 64, queue: 56, observed: 4502, best-error: 294.9695533031748 worst-error: 294.99874637005513 SearchModels iteration 73> population: 16, bsize: 64, queue: 57, observed: 4559, best-error: 294.9645915723106 worst-error: 294.98608378281165 SearchModels iteration 74> population: 16, bsize: 64, queue: 56, observed: 4615, best-error: 294.9645915723106 worst-error: 294.9761652897273 SearchModels iteration 75> population: 16, bsize: 64, queue: 58, observed: 4673, best-error: 294.93823507570903 worst-error: 294.9701269708502 SearchModels iteration 76> population: 16, bsize: 64, queue: 62, observed: 4735, best-error: 294.93823507570903 worst-error: 294.9663917313464 SearchModels iteration 77> population: 16, bsize: 64, queue: 58, observed: 4793, best-error: 294.93823507570903 worst-error: 294.9534526330177 SearchModels iteration 78> population: 16, bsize: 64, queue: 55, observed: 4848, best-error: 294.9180253749742 worst-error: 294.9465964366415 SearchModels iteration 79> population: 16, bsize: 64, queue: 62, observed: 4910, best-error: 294.89701826268185 worst-error: 294.941673446608 SearchModels iteration 80> population: 16, bsize: 64, queue: 63, observed: 4973, best-error: 294.89701826268185 worst-error: 294.9263028803547 SearchModels iteration 81> population: 16, bsize: 64, queue: 59, observed: 5032, best-error: 294.89656596442205 worst-error: 294.9157283429131 SearchModels iteration 82> population: 16, bsize: 64, queue: 60, observed: 5092, best-error: 294.87849188611295 worst-error: 294.9038750033861 SearchModels iteration 83> population: 16, bsize: 64, queue: 60, observed: 5152, best-error: 294.87849188611295 worst-error: 294.89682711140165 SearchModels iteration 84> population: 16, bsize: 64, queue: 61, observed: 5213, best-error: 294.8702385542267 worst-error: 294.8874767586932 SearchModels iteration 85> population: 16, bsize: 64, queue: 59, observed: 5272, best-error: 294.86438171411913 worst-error: 294.8800737239868 SearchModels iteration 86> population: 16, bsize: 64, queue: 54, observed: 5326, best-error: 294.86438171411913 worst-error: 294.8735473453036 SearchModels iteration 87> population: 16, bsize: 64, queue: 58, observed: 5384, best-error: 294.84988479879667 worst-error: 294.8694127338871 SearchModels iteration 88> population: 16, bsize: 64, queue: 61, observed: 5445, best-error: 294.84988479879667 worst-error: 294.86438171411913 SearchModels iteration 89> population: 16, bsize: 64, queue: 56, observed: 5501, best-error: 294.8453223647704 worst-error: 294.8584130622079 SearchModels iteration 90> population: 16, bsize: 64, queue: 56, observed: 5557, best-error: 294.839876652942 worst-error: 294.8521036631553 SearchModels iteration 91> population: 16, bsize: 64, queue: 54, observed: 5611, best-error: 294.82970835940523 worst-error: 294.8452416125553 SearchModels iteration 92> population: 16, bsize: 64, queue: 58, observed: 5669, best-error: 294.81990162171354 worst-error: 294.8397432222679 SearchModels iteration 93> population: 16, bsize: 64, queue: 55, observed: 5724, best-error: 294.81990162171354 worst-error: 294.83248545397925 SearchModels iteration 94> population: 16, bsize: 64, queue: 59, observed: 5783, best-error: 294.8076419112952 worst-error: 294.82710395881236 SearchModels iteration 95> population: 16, bsize: 64, queue: 58, observed: 5841, best-error: 294.8076419112952 worst-error: 294.82202759271087 SearchModels iteration 96> population: 16, bsize: 64, queue: 60, observed: 5901, best-error: 294.8076419112952 worst-error: 294.8152354691917 SearchModels iteration 97> population: 16, bsize: 64, queue: 61, observed: 5962, best-error: 294.8045165720172 worst-error: 294.81208883031934 SearchModels iteration 98> population: 16, bsize: 64, queue: 61, observed: 6023, best-error: 294.8009769264554 worst-error: 294.809786746009 SearchModels iteration 99> population: 16, bsize: 64, queue: 59, observed: 6082, best-error: 294.7992788005088 worst-error: 294.80783644199784 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.140424362478328, 0.6139564231483461, 0.9933249671855824, 0.7165640443524575, 0.6508307810977474] 1 => ([-0.0389483579141314, -0.35935885296274184, -0.262107679540913, 0.7319897768229304, 0.6682641767280222] => 294.79491090726583) 2 => ([-0.03899801087328743, -0.35943133428080976, -0.2600025938339101, 0.7319897768229106, 0.6682641767281206] => 294.7981099622367) 3 => ([-0.0389350196822322, -0.36095682030196824, -0.2622018349041816, 0.7319897768229269, 0.6682641767280397] => 294.7992788005088) 4 => ([-0.03919752660227585, -0.3608254228401378, -0.26128806121084974, 0.7319897768229191, 0.6682641767280776] => 294.8009637586941) 5 => ([-0.03910131257643464, -0.3611689732960117, -0.26176984286694893, 0.7319897768229389, 0.66826417672798] => 294.8009769264554) 6 => ([-0.0390718282545957, -0.3607236218099059, -0.26248829046897143, 0.7319897768229215, 0.6682641767280653] => 294.80172579120193) 7 => ([-0.03905808340902928, -0.3612670081005066, -0.2623908012887064, 0.7319897768229235, 0.6682641767280558] => 294.8025632601165) 8 => ([-0.038856794736366836, -0.36305634784144725, -0.26091226242163257, 0.7319897768229215, 0.6682641767280662] => 294.80282284782254) 9 => ([-0.03915778282675131, -0.3616878193364673, -0.2611409325323092, 0.7319897768229212, 0.6682641767280675] => 294.8028330889981) 10 => ([-0.03908235420082061, -0.3621246641597884, -0.2610482409534228, 0.7319897768229195, 0.6682641767280754] => 294.8030959960345) 11 => ([-0.038966515277759815, -0.36199123396279304, -0.2624022273382154, 0.7319897768229187, 0.6682641767280801] => 294.803341980348) 12 => ([-0.039115230926172376, -0.36169209480325715, -0.26212516577181455, 0.7319897768229296, 0.6682641767280253] => 294.8035025193475) 13 => ([-0.039170036911143014, -0.36191219542133923, -0.2610930828503196, 0.731989776822923, 0.6682641767280588] => 294.8036604105466) 14 => ([-0.03894572329324833, -0.3595672397310482, -0.26349687518355946, 0.7319897768229295, 0.668264176728026] => 294.80377934621987) 15 => ([-0.03909986731177284, -0.36233533282878555, -0.26104914611918223, 0.7319897768229205, 0.6682641767280708] => 294.80392219799575) Test Summary: | Total Time SearchModels.jl | 0 5.7s ===== 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: 169, observed: 1143, best-error: 0.4999999999999999 worst-error: 12.999999999999998 SearchModels iteration 2> population: 16, bsize: 32, queue: 158, observed: 1301, best-error: 0.0 worst-error: 2.25 SearchModels iteration 3> population: 16, bsize: 32, queue: 156, observed: 1457, best-error: 0.0 worst-error: 0.49999999999999994 SearchModels iteration 4> population: 16, bsize: 32, queue: 170, observed: 1627, best-error: 0.0 worst-error: 0.11003906250000076 SearchModels iteration 5> population: 16, bsize: 32, queue: 170, observed: 1797, best-error: 0.0 worst-error: 0.043164062499999684 SearchModels iteration 6> population: 16, bsize: 32, queue: 171, observed: 1968, best-error: 0.0 worst-error: 0.01474380493164085 SearchModels iteration 7> population: 16, bsize: 32, queue: 174, observed: 2142, best-error: 0.0 worst-error: 0.007226562500000108 SearchModels iteration 8> population: 16, bsize: 32, queue: 176, observed: 2318, best-error: 0.0 worst-error: 0.0038701635599136825 SearchModels iteration 9> population: 16, bsize: 32, queue: 172, observed: 2490, best-error: 0.0 worst-error: 0.0018184966221451633 SearchModels iteration 10> population: 16, bsize: 32, queue: 179, observed: 2669, best-error: 0.0 worst-error: 0.0006712252274155856 SearchModels iteration 11> population: 16, bsize: 32, queue: 169, observed: 2838, best-error: 0.0 worst-error: 0.00026897784555327095 SearchModels iteration 12> population: 16, bsize: 32, queue: 181, observed: 3019, best-error: 0.0 worst-error: 0.00010943402550766946 SearchModels iteration 13> population: 16, bsize: 32, queue: 180, observed: 3199, best-error: 0.0 worst-error: 6.770440509172172e-5 SearchModels iteration 14> population: 16, bsize: 32, queue: 179, observed: 3378, best-error: 0.0 worst-error: 2.6987654073892888e-5 SearchModels iteration 15> population: 16, bsize: 32, queue: 176, observed: 3554, best-error: 0.0 worst-error: 1.3317538733300356e-5 SearchModels iteration 16> population: 16, bsize: 32, queue: 179, observed: 3733, best-error: 0.0 worst-error: 4.9551070127397425e-6 SearchModels iteration 17> population: 16, bsize: 32, queue: 174, observed: 3907, best-error: 0.0 worst-error: 2.6277892084529986e-6 SearchModels iteration 18> population: 16, bsize: 32, queue: 174, observed: 4081, best-error: 0.0 worst-error: 1.119240386632333e-6 SearchModels iteration 19> population: 16, bsize: 32, queue: 176, observed: 4257, best-error: 0.0 worst-error: 5.286954159483727e-7 SearchModels iteration 20> population: 16, bsize: 32, queue: 179, observed: 4436, best-error: 0.0 worst-error: 2.458065135558144e-7 SearchModels iteration 21> population: 16, bsize: 32, queue: 177, observed: 4613, best-error: 0.0 worst-error: 7.479542081890278e-8 SearchModels> stop by convergence error=(0.9998565673828125, 0.9997234344482422) => 3.1138925298866104e-8, iter=22 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.999911880493164, 0.9998260498046875) => 8.285367906187256e-9) 3 => ((0.9999046325683594, 0.9998149871826172) => 1.2358727875062089e-8) 4 => ((0.9999015808105469, 0.9998092651367188) => 1.339981239181224e-8) 5 => ((0.9999027252197266, 0.9998130798339844) => 1.5268719471826008e-8) 6 => ((0.9998764038085938, 0.999755859375) => 1.6198040698590096e-8) 7 => ((0.9999038696289062, 0.99981689453125) => 1.7606039093295903e-8) 8 => ((0.9998794555664062, 0.9997653961181641) => 1.8717638473267056e-8) 9 => ((0.9998626708984375, 0.9997306823730469) => 2.1691349201393178e-8) 10 => ((0.9998775482177734, 0.9997634887695312) => 2.2012420756351916e-8) 11 => ((0.9998546600341798, 0.9997062683105469) => 2.206796574720621e-8) 12 => ((0.9998661041259765, 0.9997406005859375) => 2.4941172463644732e-8) 13 => ((0.999850082397461, 0.9996940612792968) => 2.6228064017237963e-8) 14 => ((0.9998554229736328, 0.9997196197509766) => 2.8563844484866425e-8) 15 => ((0.9998306274414062, 0.9996604919433594) => 2.874973085879559e-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: 178, observed: 1154, best-error: 1.2200000000000002 worst-error: 24.819999999999997 SearchModels iteration 2> population: 16, bsize: 32, queue: 161, observed: 1315, best-error: 0.09812500000000045 worst-error: 2.71999999999999 SearchModels iteration 3> population: 16, bsize: 32, queue: 165, observed: 1480, best-error: 0.09812500000000045 worst-error: 0.9481250000000002 SearchModels iteration 4> population: 16, bsize: 32, queue: 163, observed: 1643, best-error: 0.0006640625000000216 worst-error: 0.5124999999999998 SearchModels iteration 5> population: 16, bsize: 32, queue: 171, observed: 1814, best-error: 0.0006640625000000216 worst-error: 0.34332275390625006 SearchModels iteration 6> population: 16, bsize: 32, queue: 172, observed: 1986, best-error: 0.0006640625000000216 worst-error: 0.10347900390625031 SearchModels iteration 7> population: 16, bsize: 32, queue: 170, observed: 2156, best-error: 0.0006640625000000216 worst-error: 0.0337683200836182 SearchModels iteration 8> population: 16, bsize: 32, queue: 173, observed: 2329, best-error: 0.0002016645669937166 worst-error: 0.007021636962890506 SearchModels iteration 9> population: 16, bsize: 32, queue: 175, observed: 2504, best-error: 0.0002016645669937166 worst-error: 0.0013597196713088936 SearchModels iteration 10> population: 16, bsize: 32, queue: 168, observed: 2672, best-error: 0.0002016645669937166 worst-error: 0.0007452822104096306 SearchModels iteration 11> population: 16, bsize: 32, queue: 179, observed: 2851, best-error: 0.0002016645669937166 worst-error: 0.00047969595543689896 SearchModels iteration 12> population: 16, bsize: 32, queue: 172, observed: 3023, best-error: 0.0002016645669937166 worst-error: 0.00036160176634439357 SearchModels iteration 13> population: 16, bsize: 32, queue: 174, observed: 3197, best-error: 0.0002016645669937166 worst-error: 0.0003010684294719126 SearchModels iteration 14> population: 16, bsize: 32, queue: 173, observed: 3370, best-error: 0.0002016645669937166 worst-error: 0.0002712786810071032 SearchModels iteration 15> population: 16, bsize: 32, queue: 173, observed: 3543, best-error: 0.0002016645669937166 worst-error: 0.00024795532226562673 SearchModels iteration 16> population: 16, bsize: 32, queue: 161, observed: 3704, best-error: 0.0002016645669937166 worst-error: 0.0002314000990491785 SearchModels iteration 17> population: 16, bsize: 32, queue: 164, observed: 3868, best-error: 0.0002016645669937166 worst-error: 0.00022895920485673874 SearchModels iteration 18> population: 16, bsize: 32, queue: 173, observed: 4041, best-error: 0.0002016645669937166 worst-error: 0.0002214084852468245 SearchModels iteration 19> population: 16, bsize: 32, queue: 177, observed: 4218, best-error: 0.0002016645669937166 worst-error: 0.0002134750902967698 SearchModels iteration 20> population: 16, bsize: 32, queue: 167, observed: 4385, best-error: 0.0002016645669937166 worst-error: 0.0002092669518843811 SearchModels iteration 21> population: 16, bsize: 32, queue: 162, observed: 4547, best-error: 0.0002016645669937166 worst-error: 0.00020562062214912505 SearchModels iteration 22> population: 16, bsize: 32, queue: 158, observed: 4705, best-error: 0.0002016645669937166 worst-error: 0.0002039776492494625 SearchModels iteration 23> population: 16, bsize: 32, queue: 149, observed: 4854, best-error: 0.0002009631991003758 worst-error: 0.00020213735818662112 SearchModels iteration 24> population: 16, bsize: 32, queue: 157, observed: 5011, best-error: 0.00020007112597621103 worst-error: 0.00020137283391605303 SearchModels iteration 25> population: 16, bsize: 32, queue: 133, observed: 5144, best-error: 0.00020007112597621103 worst-error: 0.0002005872853758873 SearchModels iteration 26> population: 16, bsize: 32, queue: 133, observed: 5277, best-error: 0.00020007112597621103 worst-error: 0.00020030762984818922 SearchModels iteration 27> population: 16, bsize: 32, queue: 93, observed: 5370, best-error: 0.00020007112597621103 worst-error: 0.00020011765287958133 SearchModels> stop by convergence error=(0.9858682870864869, 0.9718749999999999) => 0.00020008082737171297, iter=28 (of 300) 1 => ((0.9858718872070313, 0.9718749999999999) => 0.00020007112597621103) 2 => ((0.9858714103698731, 0.9718749999999999) => 0.0002000718304168218) 3 => ((0.9858712911605836, 0.9718749999999999) => 0.00020007203422326228) 4 => ((0.985871171951294, 0.9718749999999999) => 0.00020007224910821006) 5 => ((0.9858710527420045, 0.9718749999999999) => 0.00020007247507166108) 6 => ((0.9858709335327149, 0.9718749999999999) => 0.00020007271211361282) 7 => ((0.9858706951141358, 0.9718749999999999) => 0.00020007321943299504) 8 => ((0.9858704566955567, 0.9718749999999999) => 0.00020007377106632615) 9 => ((0.9858702182769776, 0.9718749999999999) => 0.00020007436701357555) 10 => ((0.9858700990676881, 0.9718749999999999) => 0.00020007468160490827) 11 => ((0.9858699798583985, 0.9718749999999999) => 0.0002000750072747082) 12 => ((0.9858693599700928, 0.9718749999999999) => 0.00020007687934240582) 13 => ((0.9858691215515137, 0.9718749999999999) => 0.0002000776791332589) 14 => ((0.9858688831329346, 0.9718749999999999) => 0.00020007852323784784) 15 => ((0.9858684062957764, 0.9718749999999999) => 0.00020008034438811194) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 20.48s PkgEval succeeded after 60.77s