Package evaluation to test SearchModels on Julia 1.14.0-DEV.2028 (45a2de3f7a*) started at 2026-04-12T17:02:52.764 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 15.59s ################################################################################ # 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... 2617.5 ms ✓ SearchModels 1 dependency successfully precompiled in 3 seconds. 27 already precompiled. Precompilation completed after 26.43s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_mNLtpW/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_mNLtpW/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: 55, observed: 355, best-error: 27054.097093644064 worst-error: 697378.2164181474 SearchModels iteration 2> population: 16, bsize: 64, queue: 58, observed: 413, best-error: 1031.8794754066487 worst-error: 87653.17601314686 SearchModels iteration 3> population: 16, bsize: 64, queue: 58, observed: 471, best-error: 158.13155069350302 worst-error: 9705.466309629328 SearchModels iteration 4> population: 16, bsize: 64, queue: 61, observed: 532, best-error: 52.72718010112352 worst-error: 890.8429446289304 SearchModels iteration 5> population: 16, bsize: 64, queue: 60, observed: 592, best-error: 12.556006058550187 worst-error: 109.70512499668494 SearchModels iteration 6> population: 16, bsize: 64, queue: 55, observed: 647, best-error: 7.5243968650335935 worst-error: 28.67872935308125 SearchModels iteration 7> population: 16, bsize: 64, queue: 62, observed: 709, best-error: 3.811434463790252 worst-error: 10.308289737226144 SearchModels iteration 8> population: 16, bsize: 64, queue: 58, observed: 767, best-error: 3.088200586272724 worst-error: 4.056171481548684 SearchModels iteration 9> population: 16, bsize: 64, queue: 57, observed: 824, best-error: 2.921210724276572 worst-error: 3.4684045260525442 SearchModels iteration 10> population: 16, bsize: 64, queue: 59, observed: 883, best-error: 2.921210724276572 worst-error: 3.1785774950132732 SearchModels iteration 11> population: 16, bsize: 64, queue: 59, observed: 942, best-error: 2.921210724276572 worst-error: 2.9994705667879766 SearchModels iteration 12> population: 16, bsize: 64, queue: 58, observed: 1000, best-error: 2.8569126889818404 worst-error: 2.9266958872350415 SearchModels iteration 13> population: 16, bsize: 64, queue: 59, observed: 1059, best-error: 2.85276527102102 worst-error: 2.8995342405234026 SearchModels iteration 14> population: 16, bsize: 64, queue: 60, observed: 1119, best-error: 2.822854497416469 worst-error: 2.865809650001095 SearchModels iteration 15> population: 16, bsize: 64, queue: 57, observed: 1176, best-error: 2.8064687108782502 worst-error: 2.8529539278542626 SearchModels iteration 16> population: 16, bsize: 64, queue: 59, observed: 1235, best-error: 2.8064687108782502 worst-error: 2.8396738388649183 SearchModels iteration 17> population: 16, bsize: 64, queue: 57, observed: 1292, best-error: 2.8064687108782502 worst-error: 2.83026294856316 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1351, best-error: 2.8064687108782502 worst-error: 2.8177736212413733 SearchModels iteration 19> population: 16, bsize: 64, queue: 57, observed: 1408, best-error: 2.8064687108782502 worst-error: 2.8120306138400193 SearchModels iteration 20> population: 16, bsize: 64, queue: 58, observed: 1466, best-error: 2.7850619755245107 worst-error: 2.8093411265226664 SearchModels iteration 21> population: 16, bsize: 64, queue: 53, observed: 1519, best-error: 2.7850619755245107 worst-error: 2.8076470174049932 SearchModels iteration 22> population: 16, bsize: 64, queue: 60, observed: 1579, best-error: 2.776625415548777 worst-error: 2.8015192880424196 SearchModels iteration 23> population: 16, bsize: 64, queue: 54, observed: 1633, best-error: 2.776625415548777 worst-error: 2.7905527050151537 SearchModels iteration 24> population: 16, bsize: 64, queue: 58, observed: 1691, best-error: 2.7698776728602073 worst-error: 2.7841545159476144 SearchModels iteration 25> population: 16, bsize: 64, queue: 56, observed: 1747, best-error: 2.7698776728602073 worst-error: 2.781926217274185 SearchModels iteration 26> population: 16, bsize: 64, queue: 56, observed: 1803, best-error: 2.7698776728602073 worst-error: 2.7788198406143505 SearchModels iteration 27> population: 16, bsize: 64, queue: 60, observed: 1863, best-error: 2.7595635368488156 worst-error: 2.7756863194567565 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1921, best-error: 2.754884255433617 worst-error: 2.7676895306251628 SearchModels iteration 29> population: 16, bsize: 64, queue: 59, observed: 1980, best-error: 2.750384191337931 worst-error: 2.762056654883757 SearchModels iteration 30> population: 16, bsize: 64, queue: 58, observed: 2038, best-error: 2.7433157147760516 worst-error: 2.7589755851456297 SearchModels iteration 31> population: 16, bsize: 64, queue: 58, observed: 2096, best-error: 2.7433157147760516 worst-error: 2.7552694425089324 SearchModels iteration 32> population: 16, bsize: 64, queue: 58, observed: 2154, best-error: 2.734723311438365 worst-error: 2.750946240093512 SearchModels iteration 33> population: 16, bsize: 64, queue: 54, observed: 2208, best-error: 2.734723311438365 worst-error: 2.748386941675692 SearchModels iteration 34> population: 16, bsize: 64, queue: 57, observed: 2265, best-error: 2.7255836680533956 worst-error: 2.744854891641953 SearchModels iteration 35> population: 16, bsize: 64, queue: 60, observed: 2325, best-error: 2.7255836680533956 worst-error: 2.741332538606544 SearchModels iteration 36> population: 16, bsize: 64, queue: 58, observed: 2383, best-error: 2.7255836680533956 worst-error: 2.733066267409614 SearchModels iteration 37> population: 16, bsize: 64, queue: 62, observed: 2445, best-error: 2.724368722908834 worst-error: 2.7300636754599346 SearchModels iteration 38> population: 16, bsize: 64, queue: 61, observed: 2506, best-error: 2.7133943505918583 worst-error: 2.727904933898125 SearchModels iteration 39> population: 16, bsize: 64, queue: 58, observed: 2564, best-error: 2.6950481405270366 worst-error: 2.7209664987739646 SearchModels iteration 40> population: 16, bsize: 64, queue: 60, observed: 2624, best-error: 2.6950481405270366 worst-error: 2.7055723984423614 SearchModels iteration 41> population: 16, bsize: 64, queue: 60, observed: 2684, best-error: 2.6896625163596743 worst-error: 2.7005367201356463 SearchModels iteration 42> population: 16, bsize: 64, queue: 60, observed: 2744, best-error: 2.6896625163596743 worst-error: 2.6969226830659374 SearchModels iteration 43> population: 16, bsize: 64, queue: 59, observed: 2803, best-error: 2.683710530176236 worst-error: 2.6929629782977518 SearchModels iteration 44> population: 16, bsize: 64, queue: 56, observed: 2859, best-error: 2.683710530176236 worst-error: 2.6917388665814688 SearchModels iteration 45> population: 16, bsize: 64, queue: 59, observed: 2918, best-error: 2.683710530176236 worst-error: 2.6904084952571674 SearchModels iteration 46> population: 16, bsize: 64, queue: 59, observed: 2977, best-error: 2.6767023100709473 worst-error: 2.688055611587889 SearchModels iteration 47> population: 16, bsize: 64, queue: 60, observed: 3037, best-error: 2.675681951048292 worst-error: 2.686571427414019 SearchModels iteration 48> population: 16, bsize: 64, queue: 61, observed: 3098, best-error: 2.6727738468580244 worst-error: 2.681548167972392 SearchModels iteration 49> population: 16, bsize: 64, queue: 60, observed: 3158, best-error: 2.669855912126501 worst-error: 2.678313804384652 SearchModels iteration 50> population: 16, bsize: 64, queue: 60, observed: 3218, best-error: 2.6652750535013636 worst-error: 2.674729517792431 SearchModels iteration 51> population: 16, bsize: 64, queue: 61, observed: 3279, best-error: 2.664164812662206 worst-error: 2.6722260090160965 SearchModels iteration 52> population: 16, bsize: 64, queue: 58, observed: 3337, best-error: 2.663753504191267 worst-error: 2.669048965930368 SearchModels iteration 53> population: 16, bsize: 64, queue: 60, observed: 3397, best-error: 2.6557279691167253 worst-error: 2.6665405140921803 SearchModels iteration 54> population: 16, bsize: 64, queue: 61, observed: 3458, best-error: 2.655467742768762 worst-error: 2.664847676658745 SearchModels iteration 55> population: 16, bsize: 64, queue: 56, observed: 3514, best-error: 2.655412543704407 worst-error: 2.6601761071975965 SearchModels iteration 56> population: 16, bsize: 64, queue: 58, observed: 3572, best-error: 2.646028864900909 worst-error: 2.657699076943045 SearchModels iteration 57> population: 16, bsize: 64, queue: 56, observed: 3628, best-error: 2.646028864900909 worst-error: 2.6532955804009273 SearchModels iteration 58> population: 16, bsize: 64, queue: 58, observed: 3686, best-error: 2.6398664632105797 worst-error: 2.6496637977874804 SearchModels iteration 59> population: 16, bsize: 64, queue: 58, observed: 3744, best-error: 2.6398664632105797 worst-error: 2.647382781528964 SearchModels iteration 60> population: 16, bsize: 64, queue: 62, observed: 3806, best-error: 2.6398664632105797 worst-error: 2.646028864900909 SearchModels iteration 61> population: 16, bsize: 64, queue: 60, observed: 3866, best-error: 2.6368522455330075 worst-error: 2.643418443236549 SearchModels iteration 62> population: 16, bsize: 64, queue: 60, observed: 3926, best-error: 2.6368522455330075 worst-error: 2.641476218565489 SearchModels iteration 63> population: 16, bsize: 64, queue: 55, observed: 3981, best-error: 2.630695670276558 worst-error: 2.6396652892981 SearchModels iteration 64> population: 16, bsize: 64, queue: 60, observed: 4041, best-error: 2.630695670276558 worst-error: 2.638353465212649 SearchModels iteration 65> population: 16, bsize: 64, queue: 59, observed: 4100, best-error: 2.630695670276558 worst-error: 2.635079200141479 SearchModels iteration 66> population: 16, bsize: 64, queue: 57, observed: 4157, best-error: 2.630695670276558 worst-error: 2.63405481873147 SearchModels iteration 67> population: 16, bsize: 64, queue: 60, observed: 4217, best-error: 2.6252676777653017 worst-error: 2.632811468785866 SearchModels iteration 68> population: 16, bsize: 64, queue: 56, observed: 4273, best-error: 2.6240745303767854 worst-error: 2.6312795376652476 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4332, best-error: 2.621362279276847 worst-error: 2.627273720480186 SearchModels iteration 70> population: 16, bsize: 64, queue: 59, observed: 4391, best-error: 2.621362279276847 worst-error: 2.6253145215255893 SearchModels iteration 71> population: 16, bsize: 64, queue: 60, observed: 4451, best-error: 2.621362279276847 worst-error: 2.6242260736989076 SearchModels iteration 72> population: 16, bsize: 64, queue: 58, observed: 4509, best-error: 2.6169889015346364 worst-error: 2.6234954575025267 SearchModels iteration 73> population: 16, bsize: 64, queue: 58, observed: 4567, best-error: 2.6169889015346364 worst-error: 2.6226845060910144 SearchModels iteration 74> population: 16, bsize: 64, queue: 62, observed: 4629, best-error: 2.6167226064572566 worst-error: 2.620089427653918 SearchModels iteration 75> population: 16, bsize: 64, queue: 57, observed: 4686, best-error: 2.6167226064572566 worst-error: 2.6183684092867097 SearchModels iteration 76> population: 16, bsize: 64, queue: 59, observed: 4745, best-error: 2.611186516565371 worst-error: 2.61780214729083 SearchModels iteration 77> population: 16, bsize: 64, queue: 58, observed: 4803, best-error: 2.6105214272935093 worst-error: 2.6171759427479517 SearchModels iteration 78> population: 16, bsize: 64, queue: 60, observed: 4863, best-error: 2.604580025730262 worst-error: 2.614076731258239 SearchModels iteration 79> population: 16, bsize: 64, queue: 59, observed: 4922, best-error: 2.604347943826247 worst-error: 2.611526249859429 SearchModels iteration 80> population: 16, bsize: 64, queue: 59, observed: 4981, best-error: 2.60135239601347 worst-error: 2.608354552107128 SearchModels iteration 81> population: 16, bsize: 64, queue: 62, observed: 5043, best-error: 2.60135239601347 worst-error: 2.6067595395052674 SearchModels iteration 82> population: 16, bsize: 64, queue: 60, observed: 5103, best-error: 2.60135239601347 worst-error: 2.6046409634285275 SearchModels iteration 83> population: 16, bsize: 64, queue: 56, observed: 5159, best-error: 2.5974774365771385 worst-error: 2.6038739028114386 SearchModels iteration 84> population: 16, bsize: 64, queue: 56, observed: 5215, best-error: 2.5974774365771385 worst-error: 2.60329675893709 SearchModels iteration 85> population: 16, bsize: 64, queue: 60, observed: 5275, best-error: 2.5974774365771385 worst-error: 2.600208545959328 SearchModels iteration 86> population: 16, bsize: 64, queue: 61, observed: 5336, best-error: 2.594175595891956 worst-error: 2.5987327794884285 SearchModels iteration 87> population: 16, bsize: 64, queue: 57, observed: 5393, best-error: 2.5883377016296287 worst-error: 2.5978582922010984 SearchModels iteration 88> population: 16, bsize: 64, queue: 59, observed: 5452, best-error: 2.5883377016296287 worst-error: 2.596195876027778 SearchModels iteration 89> population: 16, bsize: 64, queue: 57, observed: 5509, best-error: 2.5883377016296287 worst-error: 2.59378721397474 SearchModels iteration 90> population: 16, bsize: 64, queue: 59, observed: 5568, best-error: 2.585819824426423 worst-error: 2.5917179536453325 SearchModels iteration 91> population: 16, bsize: 64, queue: 61, observed: 5629, best-error: 2.585819824426423 worst-error: 2.590193194929649 SearchModels iteration 92> population: 16, bsize: 64, queue: 58, observed: 5687, best-error: 2.5835880885617284 worst-error: 2.5883377016296287 SearchModels iteration 93> population: 16, bsize: 64, queue: 56, observed: 5743, best-error: 2.5828377957004833 worst-error: 2.5870758841424317 SearchModels iteration 94> population: 16, bsize: 64, queue: 60, observed: 5803, best-error: 2.5807878478483905 worst-error: 2.586149777838148 SearchModels iteration 95> population: 16, bsize: 64, queue: 56, observed: 5859, best-error: 2.5757060259301063 worst-error: 2.5847850187333616 SearchModels iteration 96> population: 16, bsize: 64, queue: 58, observed: 5917, best-error: 2.5757060259301063 worst-error: 2.582820500632063 SearchModels iteration 97> population: 16, bsize: 64, queue: 59, observed: 5976, best-error: 2.5757060259301063 worst-error: 2.580084623370511 SearchModels iteration 98> population: 16, bsize: 64, queue: 59, observed: 6035, best-error: 2.5735117886879872 worst-error: 2.5788910184316935 SearchModels iteration 99> population: 16, bsize: 64, queue: 58, observed: 6093, best-error: 2.5700053481256813 worst-error: 2.5771718277038027 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.5002437296549402, 0.7715168732944745, 0.2174117870276605, 0.39743837642925484, 0.2627254190048486] 1 => ([0.164671898523381, 0.10894444237493296, 0.2578905086789273, 0.4072926514429226, 0.26225104037709096] => 2.5700053481256813) 2 => ([0.1618150093448214, 0.1084154932924557, 0.25660105515359144, 0.4072926514429443, 0.26225104037708863] => 2.571864077878083) 3 => ([0.1614324162180794, 0.10843731878393749, 0.2578905076636213, 0.4072926514429449, 0.2622510403770886] => 2.571873497981522) 4 => ([0.16302003511916868, 0.10845782024467909, 0.25789050843938777, 0.40729265144292787, 0.26225104037709035] => 2.571963397885656) 5 => ([0.16154176066074813, 0.10828133509677786, 0.257890508528595, 0.4072926514429259, 0.26225104037709057] => 2.5725790750815634) 6 => ([0.1630148907001902, 0.10826108086786568, 0.25789050819984827, 0.40729265144293314, 0.2622510403770898] => 2.5728372195402596) 7 => ([0.16342651795242746, 0.10825393417626274, 0.25789050819984827, 0.40729265144293314, 0.2622510403770898] => 2.5729167525302805) 8 => ([0.1630043918859484, 0.10810943321605744, 0.25789050772076927, 0.4072926514429437, 0.2622510403770887] => 2.5735117886879872) 9 => ([0.16136817171495638, 0.10797119811442521, 0.25789050819984827, 0.40729265144293314, 0.2622510403770898] => 2.5739428496115577) 10 => ([0.161898715691651, 0.10795543699435096, 0.25789050809610814, 0.4072926514429354, 0.2622510403770896] => 2.574073142707435) 11 => ([0.16301478571204778, 0.10798221558362053, 0.25789050819984827, 0.40729265144293314, 0.2622510403770898] => 2.574081101377394) 12 => ([0.1614498217688738, 0.10792952722878812, 0.25789050812468217, 0.4072926514429348, 0.26225104037708963] => 2.5741383751684435) 13 => ([0.16302517953814716, 0.10785499795118363, 0.2578905086789273, 0.4072926514429226, 0.26225104037709096] => 2.5746515040281777) 14 => ([0.16181192121875515, 0.10780036850317465, 0.2578905079317348, 0.407292651442939, 0.2622510403770892] => 2.5747575537094924) 15 => ([0.1614498217688738, 0.10778945207337043, 0.25789050812468217, 0.4072926514429348, 0.26225104037708963] => 2.574765660725193) Test Summary: | Total Time SearchModels.jl | 0 7.6s ===== 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: 177, observed: 1142, best-error: 0.5000000000000004 worst-error: 48.099999999999994 SearchModels iteration 2> population: 16, bsize: 32, queue: 168, observed: 1310, best-error: 0.0031249999999999776 worst-error: 3.1531249999999993 SearchModels iteration 3> population: 16, bsize: 32, queue: 168, observed: 1478, best-error: 0.0031249999999999776 worst-error: 0.8199999999999994 SearchModels iteration 4> population: 16, bsize: 32, queue: 165, observed: 1643, best-error: 0.0031249999999999776 worst-error: 0.18535156250000015 SearchModels iteration 5> population: 16, bsize: 32, queue: 173, observed: 1816, best-error: 0.0031249999999999776 worst-error: 0.09765624999999979 SearchModels iteration 6> population: 16, bsize: 32, queue: 166, observed: 1982, best-error: 0.0031249999999999776 worst-error: 0.04140624999999992 SearchModels iteration 7> population: 16, bsize: 32, queue: 176, observed: 2158, best-error: 0.0031249999999999776 worst-error: 0.020472536683082677 SearchModels iteration 8> population: 16, bsize: 32, queue: 178, observed: 2336, best-error: 0.0006640625000000077 worst-error: 0.0083845442906022 SearchModels iteration 9> population: 16, bsize: 32, queue: 177, observed: 2513, best-error: 9.775161743163629e-6 worst-error: 0.0031249999999999776 SearchModels iteration 10> population: 16, bsize: 32, queue: 183, observed: 2696, best-error: 9.775161743163629e-6 worst-error: 0.0006779985898173811 SearchModels iteration 11> population: 16, bsize: 32, queue: 177, observed: 2873, best-error: 9.775161743163629e-6 worst-error: 0.00014153782278294918 SearchModels iteration 12> population: 16, bsize: 32, queue: 170, observed: 3043, best-error: 6.161332130423638e-6 worst-error: 6.683762557313442e-5 SearchModels iteration 13> population: 16, bsize: 32, queue: 179, observed: 3222, best-error: 1.5521422028542593e-6 worst-error: 2.7792562623278503e-5 SearchModels iteration 14> population: 16, bsize: 32, queue: 182, observed: 3404, best-error: 1.5521422028542593e-6 worst-error: 8.582766758973744e-6 SearchModels iteration 15> population: 16, bsize: 32, queue: 173, observed: 3577, best-error: 1.5273319149846594e-6 worst-error: 3.814697265626735e-6 SearchModels iteration 16> population: 16, bsize: 32, queue: 175, observed: 3752, best-error: 2.3783488243573178e-7 worst-error: 2.2938870824890172e-6 SearchModels iteration 17> population: 16, bsize: 32, queue: 168, observed: 3920, best-error: 2.3783488243573178e-7 worst-error: 8.89808447406572e-7 SearchModels iteration 18> population: 16, bsize: 32, queue: 183, observed: 4103, best-error: 1.5422936543872188e-7 worst-error: 4.121672539958406e-7 SearchModels iteration 19> population: 16, bsize: 32, queue: 175, observed: 4278, best-error: 1.5422936543872188e-7 worst-error: 2.398060946110564e-7 SearchModels> stop by convergence error=(0.9996509552001953, 0.9992813110351564) => 1.6476907488108424e-7, iter=20 (of 300) 1 => ((0.9996309280395508, 0.9992576599121096) => 1.380910645928398e-7) 2 => ((0.9996101379394532, 0.9992156982421876) => 1.5422936543872188e-7) 3 => ((0.9996105194091798, 0.9992263793945314) => 1.5438757927161575e-7) 4 => ((0.9996278762817383, 0.9992431640625001) => 1.5467365614609947e-7) 5 => ((0.9996061325073243, 0.9992130279541016) => 1.5516854482501239e-7) 6 => ((0.9996074676513673, 0.9992103576660157) => 1.5632056059040773e-7) 7 => ((0.9996078491210938, 0.9992210388183596) => 1.5647259488172015e-7) 8 => ((0.9996305465698243, 0.9992469787597658) => 1.5680458294708694e-7) 9 => ((0.9996025085449219, 0.9992034912109377) => 1.582830014942367e-7) 10 => ((0.9996047973632813, 0.9992050170898439) => 1.5842603099336696e-7) 11 => ((0.9996047973632813, 0.9992156982421876) => 1.5972219807802215e-7) 12 => ((0.9996028900146485, 0.999211120605469) => 1.6038256480065924e-7) 13 => ((0.9996011734008791, 0.9991977691650392) => 1.613062882633459e-7) 14 => ((0.9996101379394532, 0.9992103576660157) => 1.621333297661502e-7) 15 => ((0.9996229171752931, 0.9992317199707033) => 1.6251643932501157e-7) ===== 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: 172, observed: 1144, best-error: 0.20000000000000115 worst-error: 20.800000000000008 SearchModels iteration 2> population: 16, bsize: 32, queue: 171, observed: 1315, best-error: 0.20000000000000115 worst-error: 3.5731250000000077 SearchModels iteration 3> population: 16, bsize: 32, queue: 177, observed: 1492, best-error: 0.02312500000000017 worst-error: 0.34812500000000035 SearchModels iteration 4> population: 16, bsize: 32, queue: 182, observed: 1674, best-error: 0.02312500000000017 worst-error: 0.12312499999999993 SearchModels iteration 5> population: 16, bsize: 32, queue: 180, observed: 1854, best-error: 0.02312500000000017 worst-error: 0.06347656250000039 SearchModels iteration 6> population: 16, bsize: 32, queue: 176, observed: 2030, best-error: 0.02312500000000017 worst-error: 0.04534546852111876 SearchModels iteration 7> population: 16, bsize: 32, queue: 170, observed: 2200, best-error: 0.022539062499999932 worst-error: 0.03115798056125686 SearchModels iteration 8> population: 16, bsize: 32, queue: 161, observed: 2361, best-error: 0.021115770936012187 worst-error: 0.024873059429228805 SearchModels iteration 9> population: 16, bsize: 32, queue: 174, observed: 2535, best-error: 0.021115770936012187 worst-error: 0.022502441406249983 SearchModels iteration 10> population: 16, bsize: 32, queue: 163, observed: 2698, best-error: 0.021115770936012187 worst-error: 0.021812480129301464 SearchModels iteration 11> population: 16, bsize: 32, queue: 164, observed: 2862, best-error: 0.021115770936012187 worst-error: 0.021509946914893583 SearchModels iteration 12> population: 16, bsize: 32, queue: 165, observed: 3027, best-error: 0.021115770936012187 worst-error: 0.021343678869307013 SearchModels iteration 13> population: 16, bsize: 32, queue: 148, observed: 3175, best-error: 0.021115770936012187 worst-error: 0.021241835469845677 SearchModels iteration 14> population: 16, bsize: 32, queue: 163, observed: 3338, best-error: 0.021115770936012187 worst-error: 0.02120135824677161 SearchModels iteration 15> population: 16, bsize: 32, queue: 149, observed: 3487, best-error: 0.021115770936012187 worst-error: 0.021159446791253304 SearchModels iteration 16> population: 16, bsize: 32, queue: 150, observed: 3637, best-error: 0.021115770936012187 worst-error: 0.021139573061311905 SearchModels iteration 17> population: 16, bsize: 32, queue: 140, observed: 3777, best-error: 0.021115770936012187 worst-error: 0.021126345545053448 SearchModels iteration 18> population: 16, bsize: 32, queue: 131, observed: 3908, best-error: 0.021115770936012187 worst-error: 0.021120131015777543 SearchModels iteration 19> population: 16, bsize: 32, queue: 106, observed: 4014, best-error: 0.021115744113922044 worst-error: 0.021116916276514474 SearchModels iteration 20> population: 16, bsize: 32, queue: 115, observed: 4129, best-error: 0.02111573439324267 worst-error: 0.021116125583648615 SearchModels iteration 21> population: 16, bsize: 32, queue: 109, observed: 4238, best-error: 0.02111572575813617 worst-error: 0.021115852333605217 SearchModels iteration 22> population: 16, bsize: 32, queue: 106, observed: 4344, best-error: 0.021115722668036973 worst-error: 0.021115744113922044 SearchModels> stop by convergence error=(1.1453124999999997, 1.3117370605468752) => 0.021115723997354428, iter=23 (of 300) 1 => ((1.1453124999999997, 1.3117408752441408) => 0.02111572265857823) 2 => ((1.1453124999999997, 1.3117404937744144) => 0.02111572266148861) 3 => ((1.1453124999999997, 1.311741065979004) => 0.021115722668036973) 4 => ((1.1453124999999997, 1.3117411613464358) => 0.02111572267549483) 5 => ((1.1453124999999997, 1.3117401123046877) => 0.021115722693502825) 6 => ((1.1453124999999997, 1.3117390632629395) => 0.021115722931608537) 7 => ((1.1453124999999997, 1.3117424011230472) => 0.021115722937975003) 8 => ((1.1453124999999997, 1.3117424964904787) => 0.02111572297089871) 9 => ((1.1453124999999997, 1.3117387771606448) => 0.021115723034745237) 10 => ((1.1453124999999997, 1.3117428779602052) => 0.021115723120783438) 11 => ((1.1453124999999997, 1.3117433547973634) => 0.02111572334906661) 12 => ((1.1453124999999997, 1.3117435455322268) => 0.0211157234531128) 13 => ((1.1453124999999997, 1.311744022369385) => 0.0211157237450606) 14 => ((1.1453124999999997, 1.3117442131042485) => 0.021115723874572646) 15 => ((1.1453124999999997, 1.3117443084716798) => 0.021115723942057154) Test Summary: | Total Time SearchModels.jl | 0 2.7s Testing SearchModels tests passed Testing completed after 18.85s PkgEval succeeded after 73.4s