Package evaluation of SearchModels on Julia 1.13.0-DEV.860 (6ddb3d6410*) started at 2025-07-13T14:09:44.238 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.32s ################################################################################ # 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 v4.17.0 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [ffbed154] + DocStringExtensions v0.9.5 [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 v5.13.1+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 To see why use `status --outdated -m` Installation completed after 1.44s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 19.52s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_yzAKTV/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_yzAKTV/Manifest.toml` [34da2185] Compat v4.17.0 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.5 [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 v5.13.1+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: 53, observed: 353, best-error: 45438.55757914673 worst-error: 221883.11626042463 SearchModels iteration 2> population: 16, bsize: 64, queue: 54, observed: 407, best-error: 4008.9430471135465 worst-error: 171684.10008324246 SearchModels iteration 3> population: 16, bsize: 64, queue: 59, observed: 466, best-error: 3785.2286383516234 worst-error: 86189.65675911395 SearchModels iteration 4> population: 16, bsize: 64, queue: 58, observed: 524, best-error: 171.58928719722684 worst-error: 8849.928209447271 SearchModels iteration 5> population: 16, bsize: 64, queue: 57, observed: 581, best-error: 167.5745030009464 worst-error: 1324.4383148331908 SearchModels iteration 6> population: 16, bsize: 64, queue: 60, observed: 641, best-error: 31.15343470343043 worst-error: 200.22615029042728 SearchModels iteration 7> population: 16, bsize: 64, queue: 63, observed: 704, best-error: 25.722960080641542 worst-error: 109.87462499382447 SearchModels iteration 8> population: 16, bsize: 64, queue: 58, observed: 762, best-error: 16.336447442513197 worst-error: 30.921062027082737 SearchModels iteration 9> population: 16, bsize: 64, queue: 59, observed: 821, best-error: 15.321635360649394 worst-error: 19.23713231771549 SearchModels iteration 10> population: 16, bsize: 64, queue: 58, observed: 879, best-error: 14.918398867366184 worst-error: 16.12309638598296 SearchModels iteration 11> population: 16, bsize: 64, queue: 59, observed: 938, best-error: 14.72369540302967 worst-error: 15.554817101764785 SearchModels iteration 12> population: 16, bsize: 64, queue: 59, observed: 997, best-error: 14.72369540302967 worst-error: 15.1954444946553 SearchModels iteration 13> population: 16, bsize: 64, queue: 56, observed: 1053, best-error: 14.72369540302967 worst-error: 14.996924073271991 SearchModels iteration 14> population: 16, bsize: 64, queue: 61, observed: 1114, best-error: 14.098128951912898 worst-error: 14.862068370228986 SearchModels iteration 15> population: 16, bsize: 64, queue: 59, observed: 1173, best-error: 14.098128951912898 worst-error: 14.542729838965368 SearchModels iteration 16> population: 16, bsize: 64, queue: 60, observed: 1233, best-error: 14.029856227248702 worst-error: 14.308955151696791 SearchModels iteration 17> population: 16, bsize: 64, queue: 62, observed: 1295, best-error: 13.71319235477511 worst-error: 14.17047008547296 SearchModels iteration 18> population: 16, bsize: 64, queue: 60, observed: 1355, best-error: 13.71319235477511 worst-error: 14.040343055724612 SearchModels iteration 19> population: 16, bsize: 64, queue: 60, observed: 1415, best-error: 13.690391362315365 worst-error: 13.816275368937106 SearchModels iteration 20> population: 16, bsize: 64, queue: 58, observed: 1473, best-error: 13.690391362315365 worst-error: 13.749017363566734 SearchModels iteration 21> population: 16, bsize: 64, queue: 60, observed: 1533, best-error: 13.417765753768897 worst-error: 13.693613730270485 SearchModels iteration 22> population: 16, bsize: 64, queue: 63, observed: 1596, best-error: 13.417765753768897 worst-error: 13.59720622611126 SearchModels iteration 23> population: 16, bsize: 64, queue: 54, observed: 1650, best-error: 13.227461912279226 worst-error: 13.487301660560666 SearchModels iteration 24> population: 16, bsize: 64, queue: 58, observed: 1708, best-error: 13.227461912279226 worst-error: 13.429082753133637 SearchModels iteration 25> population: 16, bsize: 64, queue: 57, observed: 1765, best-error: 13.146844607368878 worst-error: 13.36405880188548 SearchModels iteration 26> population: 16, bsize: 64, queue: 56, observed: 1821, best-error: 13.146844607368878 worst-error: 13.313288877220234 SearchModels iteration 27> population: 16, bsize: 64, queue: 57, observed: 1878, best-error: 13.042295021881477 worst-error: 13.225460015185275 SearchModels iteration 28> population: 16, bsize: 64, queue: 54, observed: 1932, best-error: 13.042295021881477 worst-error: 13.159315182281501 SearchModels iteration 29> population: 16, bsize: 64, queue: 55, observed: 1987, best-error: 13.042295021881477 worst-error: 13.076710937205526 SearchModels iteration 30> population: 16, bsize: 64, queue: 56, observed: 2043, best-error: 12.979298499135437 worst-error: 13.049338084501628 SearchModels iteration 31> population: 16, bsize: 64, queue: 59, observed: 2102, best-error: 12.979298499135437 worst-error: 13.037078071347889 SearchModels iteration 32> population: 16, bsize: 64, queue: 59, observed: 2161, best-error: 12.927427844050202 worst-error: 13.012231650807593 SearchModels iteration 33> population: 16, bsize: 64, queue: 58, observed: 2219, best-error: 12.927427844050202 worst-error: 12.993862880185276 SearchModels iteration 34> population: 16, bsize: 64, queue: 61, observed: 2280, best-error: 12.867832274795356 worst-error: 12.968186981202969 SearchModels iteration 35> population: 16, bsize: 64, queue: 58, observed: 2338, best-error: 12.823620740942898 worst-error: 12.94223356765547 SearchModels iteration 36> population: 16, bsize: 64, queue: 60, observed: 2398, best-error: 12.823620740942898 worst-error: 12.912040724023814 SearchModels iteration 37> population: 16, bsize: 64, queue: 59, observed: 2457, best-error: 12.823620740942898 worst-error: 12.873239622255072 SearchModels iteration 38> population: 16, bsize: 64, queue: 59, observed: 2516, best-error: 12.81513868471469 worst-error: 12.854788889421222 SearchModels iteration 39> population: 16, bsize: 64, queue: 59, observed: 2575, best-error: 12.797804622443257 worst-error: 12.838756958782309 SearchModels iteration 40> population: 16, bsize: 64, queue: 56, observed: 2631, best-error: 12.797804622443257 worst-error: 12.815541822048354 SearchModels iteration 41> population: 16, bsize: 64, queue: 61, observed: 2692, best-error: 12.77193374617916 worst-error: 12.805398394661406 SearchModels iteration 42> population: 16, bsize: 64, queue: 60, observed: 2752, best-error: 12.77193374617916 worst-error: 12.801164275680803 SearchModels iteration 43> population: 16, bsize: 64, queue: 59, observed: 2811, best-error: 12.754534532512572 worst-error: 12.784950165375921 SearchModels iteration 44> population: 16, bsize: 64, queue: 58, observed: 2869, best-error: 12.754534532512572 worst-error: 12.778550048743998 SearchModels iteration 45> population: 16, bsize: 64, queue: 58, observed: 2927, best-error: 12.73709746966094 worst-error: 12.768922430645054 SearchModels iteration 46> population: 16, bsize: 64, queue: 54, observed: 2981, best-error: 12.73709746966094 worst-error: 12.763788071727502 SearchModels iteration 47> population: 16, bsize: 64, queue: 61, observed: 3042, best-error: 12.73141765411039 worst-error: 12.750931984193905 SearchModels iteration 48> population: 16, bsize: 64, queue: 57, observed: 3099, best-error: 12.730161416534964 worst-error: 12.74196916527381 SearchModels iteration 49> population: 16, bsize: 64, queue: 59, observed: 3158, best-error: 12.718933958519878 worst-error: 12.735502300630493 SearchModels iteration 50> population: 16, bsize: 64, queue: 61, observed: 3219, best-error: 12.718933958519878 worst-error: 12.728725006593487 SearchModels iteration 51> population: 16, bsize: 64, queue: 57, observed: 3276, best-error: 12.690220430478668 worst-error: 12.721693209213848 SearchModels iteration 52> population: 16, bsize: 64, queue: 58, observed: 3334, best-error: 12.690220430478668 worst-error: 12.71641748537947 SearchModels iteration 53> population: 16, bsize: 64, queue: 58, observed: 3392, best-error: 12.690220430478668 worst-error: 12.706661040075604 SearchModels iteration 54> population: 16, bsize: 64, queue: 59, observed: 3451, best-error: 12.690220430478668 worst-error: 12.700207629438674 SearchModels iteration 55> population: 16, bsize: 64, queue: 58, observed: 3509, best-error: 12.67470046955311 worst-error: 12.696345768070403 SearchModels iteration 56> population: 16, bsize: 64, queue: 58, observed: 3567, best-error: 12.67470046955311 worst-error: 12.69135064065626 SearchModels iteration 57> population: 16, bsize: 64, queue: 61, observed: 3628, best-error: 12.666620081048068 worst-error: 12.684644247048281 SearchModels iteration 58> population: 16, bsize: 64, queue: 59, observed: 3687, best-error: 12.666620081048068 worst-error: 12.680991334126007 SearchModels iteration 59> population: 16, bsize: 64, queue: 62, observed: 3749, best-error: 12.666620081048068 worst-error: 12.674925517432026 SearchModels iteration 60> population: 16, bsize: 64, queue: 58, observed: 3807, best-error: 12.666620081048068 worst-error: 12.671007711086691 SearchModels iteration 61> population: 16, bsize: 64, queue: 61, observed: 3868, best-error: 12.656910321241892 worst-error: 12.668918297221213 SearchModels iteration 62> population: 16, bsize: 64, queue: 59, observed: 3927, best-error: 12.656910321241892 worst-error: 12.66732578946708 SearchModels iteration 63> population: 16, bsize: 64, queue: 56, observed: 3983, best-error: 12.654840043436169 worst-error: 12.662453274792744 SearchModels iteration 64> population: 16, bsize: 64, queue: 54, observed: 4037, best-error: 12.652106568744124 worst-error: 12.65939371607757 SearchModels iteration 65> population: 16, bsize: 64, queue: 59, observed: 4096, best-error: 12.652106568744124 worst-error: 12.656910321241892 SearchModels iteration 66> population: 16, bsize: 64, queue: 59, observed: 4155, best-error: 12.636236923967152 worst-error: 12.653260549633938 SearchModels iteration 67> population: 16, bsize: 64, queue: 60, observed: 4215, best-error: 12.636236923967152 worst-error: 12.652207069196793 SearchModels iteration 68> population: 16, bsize: 64, queue: 58, observed: 4273, best-error: 12.636236923967152 worst-error: 12.647391824397047 SearchModels iteration 69> population: 16, bsize: 64, queue: 57, observed: 4330, best-error: 12.636236923967152 worst-error: 12.643255662572383 SearchModels iteration 70> population: 16, bsize: 64, queue: 63, observed: 4393, best-error: 12.636236923967152 worst-error: 12.640617536039041 SearchModels iteration 71> population: 16, bsize: 64, queue: 58, observed: 4451, best-error: 12.636236923967152 worst-error: 12.63891009682172 SearchModels iteration 72> population: 16, bsize: 64, queue: 62, observed: 4513, best-error: 12.627787424233636 worst-error: 12.637840182887375 SearchModels iteration 73> population: 16, bsize: 64, queue: 57, observed: 4570, best-error: 12.627787424233636 worst-error: 12.633218471259527 SearchModels iteration 74> population: 16, bsize: 64, queue: 60, observed: 4630, best-error: 12.620204692459833 worst-error: 12.631052289884426 SearchModels iteration 75> population: 16, bsize: 64, queue: 57, observed: 4687, best-error: 12.616662166081975 worst-error: 12.628206268142758 SearchModels iteration 76> population: 16, bsize: 64, queue: 59, observed: 4746, best-error: 12.616662166081975 worst-error: 12.626233371099792 SearchModels iteration 77> population: 16, bsize: 64, queue: 56, observed: 4802, best-error: 12.616662166081975 worst-error: 12.621982186975467 SearchModels iteration 78> population: 16, bsize: 64, queue: 60, observed: 4862, best-error: 12.614440732687529 worst-error: 12.619721023481643 SearchModels iteration 79> population: 16, bsize: 64, queue: 60, observed: 4922, best-error: 12.608701755067706 worst-error: 12.618158168662196 SearchModels iteration 80> population: 16, bsize: 64, queue: 58, observed: 4980, best-error: 12.608701755067706 worst-error: 12.616337121616573 SearchModels iteration 81> population: 16, bsize: 64, queue: 58, observed: 5038, best-error: 12.603294392116837 worst-error: 12.613587006665941 SearchModels iteration 82> population: 16, bsize: 64, queue: 56, observed: 5094, best-error: 12.602560531626521 worst-error: 12.608979217607224 SearchModels iteration 83> population: 16, bsize: 64, queue: 58, observed: 5152, best-error: 12.59861109242501 worst-error: 12.605752688892176 SearchModels iteration 84> population: 16, bsize: 64, queue: 62, observed: 5214, best-error: 12.596521404469444 worst-error: 12.603723059549264 SearchModels iteration 85> population: 16, bsize: 64, queue: 60, observed: 5274, best-error: 12.590267692887062 worst-error: 12.60035760154226 SearchModels iteration 86> population: 16, bsize: 64, queue: 62, observed: 5336, best-error: 12.590267692887062 worst-error: 12.598088092618681 SearchModels iteration 87> population: 16, bsize: 64, queue: 61, observed: 5397, best-error: 12.590267692887062 worst-error: 12.594150599735537 SearchModels iteration 88> population: 16, bsize: 64, queue: 60, observed: 5457, best-error: 12.590267692887062 worst-error: 12.592845829958828 SearchModels iteration 89> population: 16, bsize: 64, queue: 62, observed: 5519, best-error: 12.590267692887062 worst-error: 12.591951786564511 SearchModels iteration 90> population: 16, bsize: 64, queue: 59, observed: 5578, best-error: 12.58467932736674 worst-error: 12.591447383849648 SearchModels iteration 91> population: 16, bsize: 64, queue: 60, observed: 5638, best-error: 12.584357619328589 worst-error: 12.590671667892575 SearchModels iteration 92> population: 16, bsize: 64, queue: 57, observed: 5695, best-error: 12.576907493149083 worst-error: 12.586863135979275 SearchModels iteration 93> population: 16, bsize: 64, queue: 58, observed: 5753, best-error: 12.576907493149083 worst-error: 12.58467932736674 SearchModels iteration 94> population: 16, bsize: 64, queue: 60, observed: 5813, best-error: 12.572682541038125 worst-error: 12.581593771779566 SearchModels iteration 95> population: 16, bsize: 64, queue: 59, observed: 5872, best-error: 12.572268021127332 worst-error: 12.577864814813635 SearchModels iteration 96> population: 16, bsize: 64, queue: 57, observed: 5929, best-error: 12.572268021127332 worst-error: 12.574410774053533 SearchModels iteration 97> population: 16, bsize: 64, queue: 54, observed: 5983, best-error: 12.572005212171137 worst-error: 12.573116365288362 SearchModels iteration 98> population: 16, bsize: 64, queue: 57, observed: 6040, best-error: 12.571949308559121 worst-error: 12.57235009161524 SearchModels iteration 99> population: 16, bsize: 64, queue: 56, observed: 6096, best-error: 12.565266305950727 worst-error: 12.572130687202574 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.2808045325908307, 0.908926706613907, 0.2240656167823254, 0.7703633830556195, 0.1279567420087332] 1 => ([-0.5212857435323388, -0.4165910631013997, 0.1835537274341541, 0.7922733391169465, 0.12869631868350384] => 12.565198830468496) 2 => ([-0.5211790345701114, -0.41629007340204427, 0.18348884119177972, 0.792273339117253, 0.12869631868341885] => 12.565218954133202) 3 => ([-0.5215800947144895, -0.4172216266985758, 0.18374692950694327, 0.7922733391161496, 0.1286963186837248] => 12.565266305950727) 4 => ([-0.5216064795969995, -0.4169909706009057, 0.18374547285260923, 0.7922733391162722, 0.1286963186836908] => 12.565327783325204) 5 => ([-0.523998652256406, -0.4187219723684852, 0.18361715702219447, 0.7922733391167626, 0.12869631868355483] => 12.56850563866453) 6 => ([-0.5239095542833329, -0.41779951492857637, 0.18355591241565516, 0.7922733391167626, 0.12869631868355483] => 12.56852194821217) 7 => ([-0.5240174635921651, -0.41810234959513914, 0.18362079865802955, 0.792273339116456, 0.12869631868363982] => 12.56853983970617) 8 => ([-0.5240346426922691, -0.41871134313279995, 0.18361752118577798, 0.7922733391167319, 0.12869631868356332] => 12.56855246234369) 9 => ([-0.524182333840074, -0.4190005861669035, 0.18374401619827518, 0.7922733391163947, 0.12869631868365683] => 12.568584652359359) 10 => ([-0.5241330797047306, -0.4187929860075916, 0.18368058661023484, 0.7922733391165786, 0.12869631868360581] => 12.56859226717579) 11 => ([-0.526337522122863, -0.4187926034772007, 0.18349175450044777, 0.7922733391170078, 0.12869631868348685] => 12.571832897157018) 12 => ([-0.526534396147786, -0.41895588922678395, 0.18361788534936146, 0.7922733391167013, 0.12869631868357184] => 12.571847551185575) 13 => ([-0.5263641735193377, -0.41962278880663273, 0.18349029784611376, 0.7922733391171304, 0.12869631868345285] => 12.57189584368608) 14 => ([-0.5264946143088133, -0.4189694808592432, 0.18355627657923865, 0.7922733391167319, 0.12869631868356335] => 12.571908087591792) 15 => ([-0.5265477218460233, -0.41990256753483723, 0.18361715702219444, 0.7922733391167626, 0.12869631868355483] => 12.571908236605326) Test Summary: | Total Time SearchModels.jl | 0 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: 167, observed: 1135, best-error: 0.8999999999999984 worst-error: 16.000000000000004 SearchModels iteration 2> population: 16, bsize: 32, queue: 170, observed: 1305, best-error: 0.02000000000000048 worst-error: 1.7000000000000004 SearchModels iteration 3> population: 16, bsize: 32, queue: 168, observed: 1473, best-error: 0.02000000000000001 worst-error: 0.24999999999999484 SearchModels iteration 4> population: 16, bsize: 32, queue: 169, observed: 1642, best-error: 0.0 worst-error: 0.04062499999999995 SearchModels iteration 5> population: 16, bsize: 32, queue: 177, observed: 1819, best-error: 0.0 worst-error: 0.015566558837890052 SearchModels iteration 6> population: 16, bsize: 32, queue: 174, observed: 1993, best-error: 0.0 worst-error: 0.003809518814086754 SearchModels iteration 7> population: 16, bsize: 32, queue: 169, observed: 2162, best-error: 0.0 worst-error: 0.0010960680246354577 SearchModels iteration 8> population: 16, bsize: 32, queue: 157, observed: 2319, best-error: 0.0 worst-error: 0.00029545966535812133 SearchModels iteration 9> population: 16, bsize: 32, queue: 177, observed: 2496, best-error: 0.0 worst-error: 0.00012389365583652365 SearchModels iteration 10> population: 16, bsize: 32, queue: 166, observed: 2662, best-error: 0.0 worst-error: 6.103515625001041e-5 SearchModels iteration 11> population: 16, bsize: 32, queue: 178, observed: 2840, best-error: 0.0 worst-error: 1.4420682709889016e-5 SearchModels iteration 12> population: 16, bsize: 32, queue: 174, observed: 3014, best-error: 0.0 worst-error: 4.1714428516538155e-6 SearchModels iteration 13> population: 16, bsize: 32, queue: 178, observed: 3192, best-error: 0.0 worst-error: 1.2613933546392976e-6 SearchModels iteration 14> population: 16, bsize: 32, queue: 159, observed: 3351, best-error: 0.0 worst-error: 4.2965542945534076e-7 SearchModels iteration 15> population: 16, bsize: 32, queue: 171, observed: 3522, best-error: 0.0 worst-error: 1.313746287570362e-7 SearchModels> stop by convergence error=(1.0002319335937502, 1.0004638671875001) => 5.3793481280624313e-8, iter=16 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) 3 => ((1.00013427734375, 1.0002685546875) => 1.8030437554117847e-8) 4 => ((1.00008544921875, 1.00018310546875) => 2.218490941374602e-8) 5 => ((1.000146484375, 1.000299072265625) => 2.5156815013321954e-8) 6 => ((1.00015869140625, 1.000323486328125) => 2.88775752134811e-8) 7 => ((1.00015869140625, 1.0003234863281252) => 2.8877575213751033e-8) 8 => ((1.0001708984375, 1.000341796875) => 2.9206361240581087e-8) 9 => ((1.0001220703125, 1.00025634765625) => 2.9765964804193176e-8) 10 => ((1.00018310546875, 1.0003662109375) => 3.352772509623847e-8) 11 => ((1.0001953125, 1.000390625) => 3.8147118175419897e-8) 12 => ((1.0001953124999998, 1.000396728515625) => 4.182584234545191e-8) 13 => ((1.0001708984375002, 1.00035400390625) => 4.4036218049150716e-8) 14 => ((1.0002197265625, 1.000439453125) => 4.8279995361568925e-8) 15 => ((1.00023193359375, 1.0004638671875) => 5.3793481280518924e-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: 172, observed: 1151, best-error: 0.4999999999999999 worst-error: 37.220000000000006 SearchModels iteration 2> population: 16, bsize: 32, queue: 158, observed: 1309, best-error: 0.4999999999999999 worst-error: 4.249999999999998 SearchModels iteration 3> population: 16, bsize: 32, queue: 160, observed: 1469, best-error: 0.049999999999999774 worst-error: 1.1699999999999995 SearchModels iteration 4> population: 16, bsize: 32, queue: 165, observed: 1634, best-error: 0.049999999999999774 worst-error: 0.27566406250000003 SearchModels iteration 5> population: 16, bsize: 32, queue: 163, observed: 1797, best-error: 0.049999999999999774 worst-error: 0.14160156250000003 SearchModels iteration 6> population: 16, bsize: 32, queue: 157, observed: 1954, best-error: 0.049999999999999774 worst-error: 0.09062499999999997 SearchModels iteration 7> population: 16, bsize: 32, queue: 155, observed: 2109, best-error: 0.049999999999999774 worst-error: 0.07164306640625026 SearchModels iteration 8> population: 16, bsize: 32, queue: 159, observed: 2268, best-error: 0.049999999999999774 worst-error: 0.06011962890624985 SearchModels iteration 9> population: 16, bsize: 32, queue: 158, observed: 2426, best-error: 0.04978241920471197 worst-error: 0.0522085666656493 SearchModels iteration 10> population: 16, bsize: 32, queue: 164, observed: 2590, best-error: 0.04803848266601562 worst-error: 0.05019898414611803 SearchModels iteration 11> population: 16, bsize: 32, queue: 178, observed: 2768, best-error: 0.04604925215244286 worst-error: 0.0483203124999997 SearchModels iteration 12> population: 16, bsize: 32, queue: 167, observed: 2935, best-error: 0.04512085020542145 worst-error: 0.046914711594581514 SearchModels iteration 13> population: 16, bsize: 32, queue: 160, observed: 3095, best-error: 0.044505491852760315 worst-error: 0.045770821608603 SearchModels iteration 14> population: 16, bsize: 32, queue: 156, observed: 3251, best-error: 0.044494643807411194 worst-error: 0.04499542504781859 SearchModels iteration 15> population: 16, bsize: 32, queue: 134, observed: 3385, best-error: 0.044494643807411194 worst-error: 0.0446233834467421 SearchModels iteration 16> population: 16, bsize: 32, queue: 109, observed: 3494, best-error: 0.044494643807411194 worst-error: 0.04450000822544098 SearchModels iteration 17> population: 16, bsize: 32, queue: 101, observed: 3595, best-error: 0.04449462890625 worst-error: 0.044495001435279846 SearchModels iteration 18> population: 16, bsize: 32, queue: 90, observed: 3685, best-error: 0.04449462890625 worst-error: 0.044494674541056156 SearchModels> stop by convergence error=(0.7890625, 0.6226272583007811) => 0.04449463472701609, iter=19 (of 300) 1 => ((0.7890625, 0.62261962890625) => 0.04449462890625) 2 => ((0.7890625, 0.6226196289062499) => 0.04449462890625) 3 => ((0.7890625, 0.6226211547851561) => 0.044494629139080644) 4 => ((0.7890625, 0.6226211547851562) => 0.044494629139080644) 5 => ((0.7890625, 0.6226165771484374) => 0.044494629837572575) 6 => ((0.7890625, 0.6226226806640625) => 0.044494629837572575) 7 => ((0.7890625, 0.6226165771484375) => 0.044494629837572575) 8 => ((0.7890625, 0.6226242065429687) => 0.04449463100172579) 9 => ((0.7890625, 0.6226150512695312) => 0.04449463100172579) 10 => ((0.7890625, 0.6226242065429688) => 0.04449463100172579) 11 => ((0.7890625, 0.622613525390625) => 0.0444946326315403) 12 => ((0.7890625, 0.6226257324218749) => 0.0444946326315403) 13 => ((0.7890625, 0.6226135253906249) => 0.0444946326315403) 14 => ((0.7890625, 0.6226272583007812) => 0.04449463472701609) 15 => ((0.7890625, 0.6226119995117188) => 0.04449463472701609) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 20.06s PkgEval succeeded after 62.49s