Package evaluation of SearchModels on Julia 1.13.0-DEV.897 (a39797a4fb*) started at 2025-07-24T14:12:48.908 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.41s ################################################################################ # 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 v1.13.0 [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 v1.13.0 [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 To see why use `status --outdated -m` Installation completed after 1.06s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 19.95s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_GOk31J/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_GOk31J/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 v1.13.0 [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 v1.13.0 [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: 59, observed: 359, best-error: 12671.2657665875 worst-error: 724732.4879798538 SearchModels iteration 2> population: 16, bsize: 64, queue: 56, observed: 415, best-error: 12671.2657665875 worst-error: 119194.52543063965 SearchModels iteration 3> population: 16, bsize: 64, queue: 57, observed: 472, best-error: 760.4961655765603 worst-error: 37133.605986000584 SearchModels iteration 4> population: 16, bsize: 64, queue: 62, observed: 534, best-error: 123.27735242279964 worst-error: 3568.1158069848298 SearchModels iteration 5> population: 16, bsize: 64, queue: 57, observed: 591, best-error: 63.437034786432946 worst-error: 760.4961655765603 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 649, best-error: 63.437034786432946 worst-error: 145.23518697475785 SearchModels iteration 7> population: 16, bsize: 64, queue: 59, observed: 708, best-error: 60.99693670368787 worst-error: 86.2914050552686 SearchModels iteration 8> population: 16, bsize: 64, queue: 60, observed: 768, best-error: 59.56642246389386 worst-error: 63.46362660714909 SearchModels iteration 9> population: 16, bsize: 64, queue: 61, observed: 829, best-error: 58.66996981132003 worst-error: 60.99674510745376 SearchModels iteration 10> population: 16, bsize: 64, queue: 55, observed: 884, best-error: 58.04423188994876 worst-error: 60.09693673051887 SearchModels iteration 11> population: 16, bsize: 64, queue: 60, observed: 944, best-error: 57.85060683047601 worst-error: 59.07250487118414 SearchModels iteration 12> population: 16, bsize: 64, queue: 60, observed: 1004, best-error: 57.00525460682977 worst-error: 58.30990048484131 SearchModels iteration 13> population: 16, bsize: 64, queue: 59, observed: 1063, best-error: 56.90797184214247 worst-error: 57.90438167821247 SearchModels iteration 14> population: 16, bsize: 64, queue: 59, observed: 1122, best-error: 56.71718674845978 worst-error: 57.41257835164569 SearchModels iteration 15> population: 16, bsize: 64, queue: 59, observed: 1181, best-error: 56.71718674845978 worst-error: 57.21160370794087 SearchModels iteration 16> population: 16, bsize: 64, queue: 57, observed: 1238, best-error: 56.1777033955884 worst-error: 56.96271106745537 SearchModels iteration 17> population: 16, bsize: 64, queue: 56, observed: 1294, best-error: 56.13980601119064 worst-error: 56.645252542973886 SearchModels iteration 18> population: 16, bsize: 64, queue: 61, observed: 1355, best-error: 56.13980601119064 worst-error: 56.36712684442872 SearchModels iteration 19> population: 16, bsize: 64, queue: 58, observed: 1413, best-error: 55.821601312327644 worst-error: 56.24818773482602 SearchModels iteration 20> population: 16, bsize: 64, queue: 59, observed: 1472, best-error: 55.62448737910484 worst-error: 56.15771020001502 SearchModels iteration 21> population: 16, bsize: 64, queue: 59, observed: 1531, best-error: 55.565690631198585 worst-error: 55.90281915165876 SearchModels iteration 22> population: 16, bsize: 64, queue: 61, observed: 1592, best-error: 55.565690631198585 worst-error: 55.76500963901023 SearchModels iteration 23> population: 16, bsize: 64, queue: 56, observed: 1648, best-error: 55.353163553493815 worst-error: 55.64614392414157 SearchModels iteration 24> population: 16, bsize: 64, queue: 57, observed: 1705, best-error: 55.21740308456496 worst-error: 55.59401290026644 SearchModels iteration 25> population: 16, bsize: 64, queue: 56, observed: 1761, best-error: 55.21740308456496 worst-error: 55.501463576925325 SearchModels iteration 26> population: 16, bsize: 64, queue: 59, observed: 1820, best-error: 55.11341370965356 worst-error: 55.36702393787716 SearchModels iteration 27> population: 16, bsize: 64, queue: 60, observed: 1880, best-error: 55.00656710945278 worst-error: 55.2943178862765 SearchModels iteration 28> population: 16, bsize: 64, queue: 59, observed: 1939, best-error: 54.98101315206344 worst-error: 55.22256927554562 SearchModels iteration 29> population: 16, bsize: 64, queue: 58, observed: 1997, best-error: 54.79529129137774 worst-error: 55.09505160721215 SearchModels iteration 30> population: 16, bsize: 64, queue: 59, observed: 2056, best-error: 54.79529129137774 worst-error: 54.97252285843671 SearchModels iteration 31> population: 16, bsize: 64, queue: 58, observed: 2114, best-error: 54.69078684711292 worst-error: 54.8928454612901 SearchModels iteration 32> population: 16, bsize: 64, queue: 58, observed: 2172, best-error: 54.56256506518377 worst-error: 54.81863552423779 SearchModels iteration 33> population: 16, bsize: 64, queue: 57, observed: 2229, best-error: 54.56256506518377 worst-error: 54.72885347802212 SearchModels iteration 34> population: 16, bsize: 64, queue: 58, observed: 2287, best-error: 54.56256506518377 worst-error: 54.655596147890535 SearchModels iteration 35> population: 16, bsize: 64, queue: 60, observed: 2347, best-error: 54.53789675775787 worst-error: 54.62076336957465 SearchModels iteration 36> population: 16, bsize: 64, queue: 57, observed: 2404, best-error: 54.502082754302464 worst-error: 54.58058280242942 SearchModels iteration 37> population: 16, bsize: 64, queue: 57, observed: 2461, best-error: 54.42784328476372 worst-error: 54.536551779123 SearchModels iteration 38> population: 16, bsize: 64, queue: 57, observed: 2518, best-error: 54.40814117138792 worst-error: 54.48764198971147 SearchModels iteration 39> population: 16, bsize: 64, queue: 59, observed: 2577, best-error: 54.384614919502305 worst-error: 54.45275351177999 SearchModels iteration 40> population: 16, bsize: 64, queue: 57, observed: 2634, best-error: 54.35506497933596 worst-error: 54.428494641262525 SearchModels iteration 41> population: 16, bsize: 64, queue: 59, observed: 2693, best-error: 54.34147745052941 worst-error: 54.390276806796855 SearchModels iteration 42> population: 16, bsize: 64, queue: 58, observed: 2751, best-error: 54.337788669926496 worst-error: 54.36518667357518 SearchModels iteration 43> population: 16, bsize: 64, queue: 62, observed: 2813, best-error: 54.298742676333156 worst-error: 54.350445342844644 SearchModels iteration 44> population: 16, bsize: 64, queue: 57, observed: 2870, best-error: 54.27932764182499 worst-error: 54.318090006724155 SearchModels iteration 45> population: 16, bsize: 64, queue: 58, observed: 2928, best-error: 54.260488801738205 worst-error: 54.30327756473867 SearchModels iteration 46> population: 16, bsize: 64, queue: 59, observed: 2987, best-error: 54.23442666258585 worst-error: 54.28698588675731 SearchModels iteration 47> population: 16, bsize: 64, queue: 60, observed: 3047, best-error: 54.23442666258585 worst-error: 54.274765694358 SearchModels iteration 48> population: 16, bsize: 64, queue: 59, observed: 3106, best-error: 54.228440126869955 worst-error: 54.25366580253285 SearchModels iteration 49> population: 16, bsize: 64, queue: 61, observed: 3167, best-error: 54.22317590941304 worst-error: 54.24342619842907 SearchModels iteration 50> population: 16, bsize: 64, queue: 61, observed: 3228, best-error: 54.22317590941304 worst-error: 54.236749049511495 SearchModels iteration 51> population: 16, bsize: 64, queue: 59, observed: 3287, best-error: 54.21524293697977 worst-error: 54.228440126869955 SearchModels iteration 52> population: 16, bsize: 64, queue: 58, observed: 3345, best-error: 54.21524293697977 worst-error: 54.22475447541316 SearchModels iteration 53> population: 16, bsize: 64, queue: 59, observed: 3404, best-error: 54.20430798498396 worst-error: 54.221364259724375 SearchModels iteration 54> population: 16, bsize: 64, queue: 55, observed: 3459, best-error: 54.20430798498396 worst-error: 54.21557799128867 SearchModels iteration 55> population: 16, bsize: 64, queue: 58, observed: 3517, best-error: 54.19834469504437 worst-error: 54.208354522040736 SearchModels iteration 56> population: 16, bsize: 64, queue: 59, observed: 3576, best-error: 54.19834469504437 worst-error: 54.2049228811799 SearchModels iteration 57> population: 16, bsize: 64, queue: 57, observed: 3633, best-error: 54.1944605879994 worst-error: 54.20203999237499 SearchModels iteration 58> population: 16, bsize: 64, queue: 58, observed: 3691, best-error: 54.191938964223596 worst-error: 54.19933471890254 SearchModels iteration 59> population: 16, bsize: 64, queue: 63, observed: 3754, best-error: 54.191938964223596 worst-error: 54.19630165870533 SearchModels iteration 60> population: 16, bsize: 64, queue: 56, observed: 3810, best-error: 54.191938964223596 worst-error: 54.19401938979277 SearchModels iteration 61> population: 16, bsize: 64, queue: 58, observed: 3868, best-error: 54.18744812600636 worst-error: 54.192808436599215 SearchModels iteration 62> population: 16, bsize: 64, queue: 59, observed: 3927, best-error: 54.18486299671558 worst-error: 54.19200625965059 SearchModels iteration 63> population: 16, bsize: 64, queue: 58, observed: 3985, best-error: 54.182003399386375 worst-error: 54.18923142810484 SearchModels iteration 64> population: 16, bsize: 64, queue: 59, observed: 4044, best-error: 54.175414012786376 worst-error: 54.18589917713352 SearchModels iteration 65> population: 16, bsize: 64, queue: 60, observed: 4104, best-error: 54.175414012786376 worst-error: 54.18342233669192 SearchModels iteration 66> population: 16, bsize: 64, queue: 58, observed: 4162, best-error: 54.175414012786376 worst-error: 54.18006664622238 SearchModels iteration 67> population: 16, bsize: 64, queue: 62, observed: 4224, best-error: 54.17140765883836 worst-error: 54.17753686614708 SearchModels iteration 68> population: 16, bsize: 64, queue: 54, observed: 4278, best-error: 54.17140765883836 worst-error: 54.1758098970024 SearchModels iteration 69> population: 16, bsize: 64, queue: 58, observed: 4336, best-error: 54.168140982421235 worst-error: 54.17370350768979 SearchModels iteration 70> population: 16, bsize: 64, queue: 59, observed: 4395, best-error: 54.16639440966432 worst-error: 54.172055512968456 SearchModels iteration 71> population: 16, bsize: 64, queue: 62, observed: 4457, best-error: 54.16639440966432 worst-error: 54.16992728558097 SearchModels iteration 72> population: 16, bsize: 64, queue: 57, observed: 4514, best-error: 54.16379907140549 worst-error: 54.167411265441544 SearchModels iteration 73> population: 16, bsize: 64, queue: 60, observed: 4574, best-error: 54.16379907140549 worst-error: 54.16621301546835 SearchModels iteration 74> population: 16, bsize: 64, queue: 60, observed: 4634, best-error: 54.16146025603176 worst-error: 54.16531125537049 SearchModels iteration 75> population: 16, bsize: 64, queue: 61, observed: 4695, best-error: 54.159459195935945 worst-error: 54.16358452148439 SearchModels iteration 76> population: 16, bsize: 64, queue: 60, observed: 4755, best-error: 54.15857242402917 worst-error: 54.161748026864494 SearchModels iteration 77> population: 16, bsize: 64, queue: 56, observed: 4811, best-error: 54.157806306138816 worst-error: 54.15999040780755 SearchModels iteration 78> population: 16, bsize: 64, queue: 56, observed: 4867, best-error: 54.15468765326603 worst-error: 54.15901830595998 SearchModels iteration 79> population: 16, bsize: 64, queue: 57, observed: 4924, best-error: 54.15468765326603 worst-error: 54.157866768666686 SearchModels iteration 80> population: 16, bsize: 64, queue: 58, observed: 4982, best-error: 54.15367892870431 worst-error: 54.15627470993054 SearchModels iteration 81> population: 16, bsize: 64, queue: 55, observed: 5037, best-error: 54.15147381634983 worst-error: 54.15487857580083 SearchModels iteration 82> population: 16, bsize: 64, queue: 61, observed: 5098, best-error: 54.15026333084204 worst-error: 54.15385295172176 SearchModels iteration 83> population: 16, bsize: 64, queue: 55, observed: 5153, best-error: 54.15026333084204 worst-error: 54.1518495762422 SearchModels iteration 84> population: 16, bsize: 64, queue: 60, observed: 5213, best-error: 54.1474221507288 worst-error: 54.15125108829134 SearchModels iteration 85> population: 16, bsize: 64, queue: 58, observed: 5271, best-error: 54.1474221507288 worst-error: 54.15062082870836 SearchModels iteration 86> population: 16, bsize: 64, queue: 57, observed: 5328, best-error: 54.14314193391988 worst-error: 54.149227144688346 SearchModels iteration 87> population: 16, bsize: 64, queue: 60, observed: 5388, best-error: 54.14314193391988 worst-error: 54.148060533062846 SearchModels iteration 88> population: 16, bsize: 64, queue: 60, observed: 5448, best-error: 54.140119428358354 worst-error: 54.146211953756385 SearchModels iteration 89> population: 16, bsize: 64, queue: 59, observed: 5507, best-error: 54.140119428358354 worst-error: 54.143775676524 SearchModels iteration 90> population: 16, bsize: 64, queue: 58, observed: 5565, best-error: 54.138416171925556 worst-error: 54.141929335008065 SearchModels iteration 91> population: 16, bsize: 64, queue: 61, observed: 5626, best-error: 54.13632837565846 worst-error: 54.140070466091196 SearchModels iteration 92> population: 16, bsize: 64, queue: 57, observed: 5683, best-error: 54.13327281505509 worst-error: 54.13806576473548 SearchModels iteration 93> population: 16, bsize: 64, queue: 58, observed: 5741, best-error: 54.13327281505509 worst-error: 54.136993201030116 SearchModels iteration 94> population: 16, bsize: 64, queue: 59, observed: 5800, best-error: 54.13327281505509 worst-error: 54.1349449800247 SearchModels iteration 95> population: 16, bsize: 64, queue: 58, observed: 5858, best-error: 54.13287713935583 worst-error: 54.13373670675723 SearchModels iteration 96> population: 16, bsize: 64, queue: 57, observed: 5915, best-error: 54.12950947487827 worst-error: 54.13297247930594 SearchModels iteration 97> population: 16, bsize: 64, queue: 63, observed: 5978, best-error: 54.12735204402918 worst-error: 54.13249884979441 SearchModels iteration 98> population: 16, bsize: 64, queue: 53, observed: 6031, best-error: 54.12735204402918 worst-error: 54.130907569164854 SearchModels iteration 99> population: 16, bsize: 64, queue: 57, observed: 6088, best-error: 54.125112354000215 worst-error: 54.12902153032583 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.7634248623525853, 0.4390989644777554, 0.44916028771633665, 0.8303940350919745, 0.7820367837215609] 1 => ([0.06324300805191309, 0.8173777002870837, -0.05899514213829811, 0.8240682023370278, 0.7892470297000757] => 54.125112354000215) 2 => ([0.06372437025818584, 0.8298680614155318, -0.05825931485433065, 0.8240682023370278, 0.7892470297000757] => 54.12553138920823) 3 => ([0.06327917205350063, 0.8278987608432026, -0.058749677928769894, 0.8240682023369152, 0.7892470297000671] => 54.12558214765116) 4 => ([0.06296062760091398, 0.8211275140849339, -0.059044473327440596, 0.8240682023370429, 0.7892470297000769] => 54.125980158265016) 5 => ([0.06293282391760807, 0.8216766976528219, -0.058996886033387125, 0.8240682023370578, 0.789247029700078] => 54.12619074275372) 6 => ([0.06292679301165352, 0.8215058704905538, -0.05899514213829811, 0.8240682023370278, 0.7892470297000757] => 54.126240754767956) 7 => ([0.06289325064073467, 0.8242270458935668, -0.059049981866645423, 0.8240682023370043, 0.7892470297000738] => 54.12644094202645) 8 => ([0.06277140306073715, 0.8230156776822131, -0.05911213667485572, 0.8240682023370215, 0.7892470297000751] => 54.12701585906809) 9 => ([0.06275119316836211, 0.823573534200968, -0.059151696163676076, 0.8240682023369887, 0.7892470297000727] => 54.12712871475132) 10 => ([0.062750247106515, 0.8228358904192264, -0.059046262566487914, 0.8240682023370096, 0.7892470297000742] => 54.127230193646994) 11 => ([0.0630934358991939, 0.8298680614155318, -0.058841908002873956, 0.8240682023370278, 0.7892470297000757] => 54.12735204402918) 12 => ([0.06284974073919886, 0.8274453249928244, -0.05896621761929456, 0.8240682023370623, 0.7892470297000782] => 54.12758654657511) 13 => ([0.06265318024865005, 0.8222294913024142, -0.05920184945343461, 0.8240682023370138, 0.7892470297000745] => 54.12764718261004) 14 => ([0.06285336550710928, 0.8278705068243792, -0.05899377558966315, 0.8240682023370374, 0.7892470297000764] => 54.12766511500909) 15 => ([0.0626366966285671, 0.8221010754320943, -0.05936364880760126, 0.8240682023370224, 0.7892470297000752] => 54.12766880360419) Test Summary: | Total Time SearchModels.jl | 0 5.6s ===== 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: 168, observed: 1141, best-error: 1.7000000000000004 worst-error: 27.22 SearchModels iteration 2> population: 16, bsize: 32, queue: 169, observed: 1310, best-error: 0.4999999999999999 worst-error: 3.769999999999999 SearchModels iteration 3> population: 16, bsize: 32, queue: 161, observed: 1471, best-error: 0.2281250000000009 worst-error: 2.25 SearchModels iteration 4> population: 16, bsize: 32, queue: 161, observed: 1632, best-error: 0.0031249999999999776 worst-error: 0.4999999999999999 SearchModels iteration 5> population: 16, bsize: 32, queue: 167, observed: 1799, best-error: 0.0031249999999999776 worst-error: 0.2531249999999998 SearchModels iteration 6> population: 16, bsize: 32, queue: 171, observed: 1970, best-error: 0.0031249999999999776 worst-error: 0.16249999999999942 SearchModels iteration 7> population: 16, bsize: 32, queue: 169, observed: 2139, best-error: 0.0031249999999999776 worst-error: 0.09341752052307119 SearchModels iteration 8> population: 16, bsize: 32, queue: 154, observed: 2293, best-error: 0.0031249999999999776 worst-error: 0.03587555885314955 SearchModels iteration 9> population: 16, bsize: 32, queue: 145, observed: 2438, best-error: 0.0031249999999999776 worst-error: 0.021154785156250105 SearchModels iteration 10> population: 16, bsize: 32, queue: 148, observed: 2586, best-error: 0.0025390625000000027 worst-error: 0.01098717697197581 SearchModels iteration 11> population: 16, bsize: 32, queue: 131, observed: 2717, best-error: 0.0025390625000000027 worst-error: 0.00621337890625015 SearchModels iteration 12> population: 16, bsize: 32, queue: 131, observed: 2848, best-error: 0.0025390625000000027 worst-error: 0.003583882900420633 SearchModels iteration 13> population: 16, bsize: 32, queue: 110, observed: 2958, best-error: 0.0025024414062500035 worst-error: 0.0028968811035156596 SearchModels iteration 14> population: 16, bsize: 32, queue: 95, observed: 3053, best-error: 0.00250015258789063 worst-error: 0.0026004531398939536 SearchModels iteration 15> population: 16, bsize: 32, queue: 64, observed: 3117, best-error: 0.0025000095367431682 worst-error: 0.0025110244750976628 SearchModels iteration 16> population: 16, bsize: 32, queue: 70, observed: 3187, best-error: 0.0025000095367431682 worst-error: 0.0025024414062500035 SearchModels iteration 17> population: 16, bsize: 32, queue: 67, observed: 3254, best-error: 0.0025000005960464523 worst-error: 0.0025004029273986853 SearchModels iteration 18> population: 16, bsize: 32, queue: 68, observed: 3322, best-error: 0.0025000005960464523 worst-error: 0.002500078827142719 SearchModels> stop by convergence error=(0.95, 0.9025115966796875) => 0.002500013448297982, iter=19 (of 300) 1 => ((0.95, 0.9024993896484375) => 0.0025000000372529074) 2 => ((0.95, 0.9024993896484376) => 0.0025000000372529074) 3 => ((0.95, 0.9025024414062501) => 0.0025000005960464523) 4 => ((0.95, 0.90250244140625) => 0.0025000005960464523) 5 => ((0.95, 0.9025024414062499) => 0.0025000005960464523) 6 => ((0.95, 0.902496337890625) => 0.0025000013411045118) 7 => ((0.95, 0.9024963378906251) => 0.0025000013411045118) 8 => ((0.95, 0.9025054931640625) => 0.0025000030174851464) 9 => ((0.95, 0.9025054931640626) => 0.0025000030174851464) 10 => ((0.95, 0.9024932861328125) => 0.0025000045076012654) 11 => ((0.95, 0.9024932861328124) => 0.0025000045076012654) 12 => ((0.95, 0.9025085449218749) => 0.0025000073015689892) 13 => ((0.95, 0.902508544921875) => 0.0025000073015689897) 14 => ((0.95, 0.9024902343750001) => 0.0025000095367431682) 15 => ((0.95, 0.902490234375) => 0.0025000095367431682) ===== 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: 168, observed: 1139, best-error: 0.4999999999999999 worst-error: 36.0 SearchModels iteration 2> population: 16, bsize: 32, queue: 166, observed: 1305, best-error: 0.0 worst-error: 4.203125 SearchModels iteration 3> population: 16, bsize: 32, queue: 169, observed: 1474, best-error: 0.0 worst-error: 1.2325000000000002 SearchModels iteration 4> population: 16, bsize: 32, queue: 169, observed: 1643, best-error: 0.0 worst-error: 0.4981250000000001 SearchModels iteration 5> population: 16, bsize: 32, queue: 158, observed: 1801, best-error: 0.0 worst-error: 0.30253906249999946 SearchModels iteration 6> population: 16, bsize: 32, queue: 174, observed: 1975, best-error: 0.0 worst-error: 0.09062499999999932 SearchModels iteration 7> population: 16, bsize: 32, queue: 167, observed: 2142, best-error: 0.0 worst-error: 0.017256326675415153 SearchModels iteration 8> population: 16, bsize: 32, queue: 171, observed: 2313, best-error: 0.0 worst-error: 0.0046843051910400915 SearchModels iteration 9> population: 16, bsize: 32, queue: 177, observed: 2490, best-error: 0.0 worst-error: 0.001615142822265617 SearchModels iteration 10> population: 16, bsize: 32, queue: 168, observed: 2658, best-error: 0.0 worst-error: 0.00040094409370794746 SearchModels iteration 11> population: 16, bsize: 32, queue: 172, observed: 2830, best-error: 0.0 worst-error: 0.00015526080052951513 SearchModels iteration 12> population: 16, bsize: 32, queue: 171, observed: 3001, best-error: 0.0 worst-error: 4.96828928589824e-5 SearchModels iteration 13> population: 16, bsize: 32, queue: 173, observed: 3174, best-error: 0.0 worst-error: 2.2409525854529163e-5 SearchModels iteration 14> population: 16, bsize: 32, queue: 177, observed: 3351, best-error: 0.0 worst-error: 8.394910876215723e-6 SearchModels iteration 15> population: 16, bsize: 32, queue: 167, observed: 3518, best-error: 0.0 worst-error: 3.627661627092656e-6 SearchModels iteration 16> population: 16, bsize: 32, queue: 179, observed: 3697, best-error: 0.0 worst-error: 1.7463794943150197e-6 SearchModels iteration 17> population: 16, bsize: 32, queue: 182, observed: 3879, best-error: 0.0 worst-error: 8.283686565842477e-7 SearchModels iteration 18> population: 16, bsize: 32, queue: 176, observed: 4055, best-error: 0.0 worst-error: 3.382106716657057e-7 SearchModels iteration 19> population: 16, bsize: 32, queue: 172, observed: 4227, best-error: 0.0 worst-error: 1.469020185496106e-7 SearchModels> stop by convergence error=(0.9997711181640625, 0.9995521545410156) => 6.212034708011046e-8, iter=20 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.9998809814453125, 0.999761962890625) => 1.416543642581385e-8) 3 => ((0.9998855590820312, 0.9997760772705078) => 1.5543024922109302e-8) 4 => ((0.9998626708984375, 0.9997283935546875) => 1.9779129485484937e-8) 5 => ((0.9998695373535156, 0.9997455596923828) => 2.1203959057139935e-8) 6 => ((0.9998443603515625, 0.99969482421875) => 2.7919479196373078e-8) 7 => ((0.99981689453125, 0.9996379852294922) => 3.526036934655325e-8) 8 => ((0.99981689453125, 0.9996395111083984) => 3.6763536714889966e-8) 9 => ((0.9998077392578125, 0.999615478515625) => 3.696432962163651e-8) 10 => ((0.9997894287109375, 0.9995838165283204) => 4.67557604356074e-8) 11 => ((0.9997871398925782, 0.9995792388916016) => 4.7723965446955606e-8) 12 => ((0.9997688293457032, 0.9995395660400391) => 5.3783569177520985e-8) 13 => ((0.9997665405273438, 0.9995361328125) => 5.54016788188491e-8) 14 => ((0.999761962890625, 0.99952392578125) => 5.6661986494028536e-8) 15 => ((0.9997711181640625, 0.9995491027832031) => 5.7030047342730204e-8) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 19.82s PkgEval succeeded after 61.01s