Package evaluation of SearchModels on Julia 1.13.0-DEV.427 (855bef3b06*) started at 2025-04-23T18:53:09.477 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.69s ################################################################################ # 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 v1.8.0 [d96e819e] + Parameters v0.12.3 [0e966ebe] + SearchModels v0.4.1 [a2af1166] + SortingAlgorithms v1.2.1 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.0 ⌅ [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 To see why use `status --outdated -m` Installation completed after 1.16s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 23.06s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_f9swrY/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_f9swrY/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 v1.8.0 [d96e819e] Parameters v0.12.3 [0e966ebe] SearchModels v0.4.1 [a2af1166] SortingAlgorithms v1.2.1 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.0 ⌅ [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: 60, observed: 360, best-error: 108776.27969031794 worst-error: 1.6831136749010454e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 60, observed: 420, best-error: 871.1695488083059 worst-error: 176050.952339809 SearchModels iteration 3> population: 16, bsize: 64, queue: 62, observed: 482, best-error: 871.1695488083059 worst-error: 46254.006984210086 SearchModels iteration 4> population: 16, bsize: 64, queue: 60, observed: 542, best-error: 283.57734306440733 worst-error: 9264.90880528002 SearchModels iteration 5> population: 16, bsize: 64, queue: 59, observed: 601, best-error: 283.57734306440733 worst-error: 1234.882970134678 SearchModels iteration 6> population: 16, bsize: 64, queue: 62, observed: 663, best-error: 98.77190203179859 worst-error: 383.7857308017648 SearchModels iteration 7> population: 16, bsize: 64, queue: 60, observed: 723, best-error: 18.64497722183012 worst-error: 77.43901872955652 SearchModels iteration 8> population: 16, bsize: 64, queue: 61, observed: 784, best-error: 18.034637109068175 worst-error: 28.292495712424564 SearchModels iteration 9> population: 16, bsize: 64, queue: 62, observed: 846, best-error: 13.274046265164335 worst-error: 18.320320020505164 SearchModels iteration 10> population: 16, bsize: 64, queue: 58, observed: 904, best-error: 12.98837769336431 worst-error: 13.934802696247177 SearchModels iteration 11> population: 16, bsize: 64, queue: 63, observed: 967, best-error: 12.473955318329816 worst-error: 13.265882461574233 SearchModels iteration 12> population: 16, bsize: 64, queue: 59, observed: 1026, best-error: 12.047169863548367 worst-error: 12.960165716026266 SearchModels iteration 13> population: 16, bsize: 64, queue: 59, observed: 1085, best-error: 12.047169863548367 worst-error: 12.397311571126243 SearchModels iteration 14> population: 16, bsize: 64, queue: 58, observed: 1143, best-error: 12.015676610083535 worst-error: 12.201021889095054 SearchModels iteration 15> population: 16, bsize: 64, queue: 59, observed: 1202, best-error: 11.568679495200096 worst-error: 12.076309768058989 SearchModels iteration 16> population: 16, bsize: 64, queue: 60, observed: 1262, best-error: 11.568679495200096 worst-error: 12.028164648563733 SearchModels iteration 17> population: 16, bsize: 64, queue: 59, observed: 1321, best-error: 11.568679495200096 worst-error: 11.806895616049935 SearchModels iteration 18> population: 16, bsize: 64, queue: 58, observed: 1379, best-error: 11.568679495200096 worst-error: 11.732146648663251 SearchModels iteration 19> population: 16, bsize: 64, queue: 58, observed: 1437, best-error: 11.568679495200096 worst-error: 11.673347000218426 SearchModels iteration 20> population: 16, bsize: 64, queue: 58, observed: 1495, best-error: 11.322495403985608 worst-error: 11.640409175025518 SearchModels iteration 21> population: 16, bsize: 64, queue: 58, observed: 1553, best-error: 11.322495403985608 worst-error: 11.61538075129894 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1611, best-error: 11.254341650826541 worst-error: 11.530047245665044 SearchModels iteration 23> population: 16, bsize: 64, queue: 58, observed: 1669, best-error: 11.254341650826541 worst-error: 11.4292320724444 SearchModels iteration 24> population: 16, bsize: 64, queue: 56, observed: 1725, best-error: 11.254341650826541 worst-error: 11.351978146012733 SearchModels iteration 25> population: 16, bsize: 64, queue: 58, observed: 1783, best-error: 11.070263730057544 worst-error: 11.305136970816188 SearchModels iteration 26> population: 16, bsize: 64, queue: 57, observed: 1840, best-error: 11.021604792892253 worst-error: 11.282776763474043 SearchModels iteration 27> population: 16, bsize: 64, queue: 56, observed: 1896, best-error: 11.021604792892253 worst-error: 11.226085961661608 SearchModels iteration 28> population: 16, bsize: 64, queue: 59, observed: 1955, best-error: 10.999264844110781 worst-error: 11.121575669936975 SearchModels iteration 29> population: 16, bsize: 64, queue: 57, observed: 2012, best-error: 10.65940164209737 worst-error: 11.033801730857334 SearchModels iteration 30> population: 16, bsize: 64, queue: 56, observed: 2068, best-error: 10.64316298276466 worst-error: 10.992270447228048 SearchModels iteration 31> population: 16, bsize: 64, queue: 56, observed: 2124, best-error: 10.64316298276466 worst-error: 10.839037466964417 SearchModels iteration 32> population: 16, bsize: 64, queue: 58, observed: 2182, best-error: 10.64316298276466 worst-error: 10.77627496911553 SearchModels iteration 33> population: 16, bsize: 64, queue: 58, observed: 2240, best-error: 10.57678034579792 worst-error: 10.701795184285801 SearchModels iteration 34> population: 16, bsize: 64, queue: 57, observed: 2297, best-error: 10.566067137612656 worst-error: 10.670105092100824 SearchModels iteration 35> population: 16, bsize: 64, queue: 59, observed: 2356, best-error: 10.474672619217092 worst-error: 10.635180867541152 SearchModels iteration 36> population: 16, bsize: 64, queue: 59, observed: 2415, best-error: 10.460583318426673 worst-error: 10.597973511472397 SearchModels iteration 37> population: 16, bsize: 64, queue: 54, observed: 2469, best-error: 10.460583318426673 worst-error: 10.558345298805065 SearchModels iteration 38> population: 16, bsize: 64, queue: 57, observed: 2526, best-error: 10.352421067973856 worst-error: 10.509692414543338 SearchModels iteration 39> population: 16, bsize: 64, queue: 58, observed: 2584, best-error: 10.332141845251657 worst-error: 10.464508477462823 SearchModels iteration 40> population: 16, bsize: 64, queue: 54, observed: 2638, best-error: 10.332141845251657 worst-error: 10.40708599639705 SearchModels iteration 41> population: 16, bsize: 64, queue: 58, observed: 2696, best-error: 10.332141845251657 worst-error: 10.367896851821058 SearchModels iteration 42> population: 16, bsize: 64, queue: 60, observed: 2756, best-error: 10.332141845251657 worst-error: 10.351332032297474 SearchModels iteration 43> population: 16, bsize: 64, queue: 56, observed: 2812, best-error: 10.332141845251657 worst-error: 10.346608998694732 SearchModels iteration 44> population: 16, bsize: 64, queue: 54, observed: 2866, best-error: 10.234800078636514 worst-error: 10.343040731643246 SearchModels iteration 45> population: 16, bsize: 64, queue: 59, observed: 2925, best-error: 10.234800078636514 worst-error: 10.338776091972335 SearchModels iteration 46> population: 16, bsize: 64, queue: 60, observed: 2985, best-error: 10.203582216531032 worst-error: 10.28912859349514 SearchModels iteration 47> population: 16, bsize: 64, queue: 57, observed: 3042, best-error: 10.182829169618469 worst-error: 10.258781396080673 SearchModels iteration 48> population: 16, bsize: 64, queue: 61, observed: 3103, best-error: 10.179974915126284 worst-error: 10.234800078636514 SearchModels iteration 49> population: 16, bsize: 64, queue: 55, observed: 3158, best-error: 10.089725134760386 worst-error: 10.206343567917514 SearchModels iteration 50> population: 16, bsize: 64, queue: 58, observed: 3216, best-error: 10.089725134760386 worst-error: 10.193926403145104 SearchModels iteration 51> population: 16, bsize: 64, queue: 58, observed: 3274, best-error: 10.044783903925726 worst-error: 10.182829169618469 SearchModels iteration 52> population: 16, bsize: 64, queue: 59, observed: 3333, best-error: 10.044783903925726 worst-error: 10.118196428414782 SearchModels iteration 53> population: 16, bsize: 64, queue: 59, observed: 3392, best-error: 9.98662841844029 worst-error: 10.085775410009772 SearchModels iteration 54> population: 16, bsize: 64, queue: 59, observed: 3451, best-error: 9.98662841844029 worst-error: 10.064142406132119 SearchModels iteration 55> population: 16, bsize: 64, queue: 53, observed: 3504, best-error: 9.96114500754034 worst-error: 10.041268438813889 SearchModels iteration 56> population: 16, bsize: 64, queue: 59, observed: 3563, best-error: 9.915405385170475 worst-error: 10.017599345602278 SearchModels iteration 57> population: 16, bsize: 64, queue: 61, observed: 3624, best-error: 9.857262763395864 worst-error: 9.986007901771563 SearchModels iteration 58> population: 16, bsize: 64, queue: 55, observed: 3679, best-error: 9.857262763395864 worst-error: 9.968347920332613 SearchModels iteration 59> population: 16, bsize: 64, queue: 60, observed: 3739, best-error: 9.803576575549862 worst-error: 9.934672039623036 SearchModels iteration 60> population: 16, bsize: 64, queue: 60, observed: 3799, best-error: 9.753086737594833 worst-error: 9.909443387455356 SearchModels iteration 61> population: 16, bsize: 64, queue: 61, observed: 3860, best-error: 9.753086737594833 worst-error: 9.865926981688052 SearchModels iteration 62> population: 16, bsize: 64, queue: 59, observed: 3919, best-error: 9.753086737594833 worst-error: 9.829141219247136 SearchModels iteration 63> population: 16, bsize: 64, queue: 57, observed: 3976, best-error: 9.747471992747933 worst-error: 9.803247791642812 SearchModels iteration 64> population: 16, bsize: 64, queue: 56, observed: 4032, best-error: 9.71581577672019 worst-error: 9.774962109058073 SearchModels iteration 65> population: 16, bsize: 64, queue: 57, observed: 4089, best-error: 9.710727041362393 worst-error: 9.753086737594833 SearchModels iteration 66> population: 16, bsize: 64, queue: 59, observed: 4148, best-error: 9.710727041362393 worst-error: 9.742196154654335 SearchModels iteration 67> population: 16, bsize: 64, queue: 60, observed: 4208, best-error: 9.710727041362393 worst-error: 9.730612761121238 SearchModels iteration 68> population: 16, bsize: 64, queue: 56, observed: 4264, best-error: 9.681840445940383 worst-error: 9.723187978974753 SearchModels iteration 69> population: 16, bsize: 64, queue: 56, observed: 4320, best-error: 9.640791332758345 worst-error: 9.706924608614575 SearchModels iteration 70> population: 16, bsize: 64, queue: 60, observed: 4380, best-error: 9.640791332758345 worst-error: 9.694434067250793 SearchModels iteration 71> population: 16, bsize: 64, queue: 61, observed: 4441, best-error: 9.640791332758345 worst-error: 9.680274578650657 SearchModels iteration 72> population: 16, bsize: 64, queue: 60, observed: 4501, best-error: 9.629074330944594 worst-error: 9.668490319879357 SearchModels iteration 73> population: 16, bsize: 64, queue: 56, observed: 4557, best-error: 9.600466843607578 worst-error: 9.65109423817605 SearchModels iteration 74> population: 16, bsize: 64, queue: 56, observed: 4613, best-error: 9.600466843607578 worst-error: 9.637856229453657 SearchModels iteration 75> population: 16, bsize: 64, queue: 57, observed: 4670, best-error: 9.592729309082687 worst-error: 9.62201549546017 SearchModels iteration 76> population: 16, bsize: 64, queue: 60, observed: 4730, best-error: 9.592729309082687 worst-error: 9.611246686801078 SearchModels iteration 77> population: 16, bsize: 64, queue: 56, observed: 4786, best-error: 9.578145372848528 worst-error: 9.605021188115526 SearchModels iteration 78> population: 16, bsize: 64, queue: 57, observed: 4843, best-error: 9.553451243053301 worst-error: 9.594106225880743 SearchModels iteration 79> population: 16, bsize: 64, queue: 58, observed: 4901, best-error: 9.553451243053301 worst-error: 9.589208824473332 SearchModels iteration 80> population: 16, bsize: 64, queue: 59, observed: 4960, best-error: 9.553451243053301 worst-error: 9.579765932577693 SearchModels iteration 81> population: 16, bsize: 64, queue: 59, observed: 5019, best-error: 9.553451243053301 worst-error: 9.566340614166284 SearchModels iteration 82> population: 16, bsize: 64, queue: 56, observed: 5075, best-error: 9.529129835396612 worst-error: 9.558470144041477 SearchModels iteration 83> population: 16, bsize: 64, queue: 57, observed: 5132, best-error: 9.529129835396612 worst-error: 9.547667579136837 SearchModels iteration 84> population: 16, bsize: 64, queue: 60, observed: 5192, best-error: 9.527841499592196 worst-error: 9.53888058328785 SearchModels iteration 85> population: 16, bsize: 64, queue: 56, observed: 5248, best-error: 9.526403322003752 worst-error: 9.533430142905095 SearchModels iteration 86> population: 16, bsize: 64, queue: 56, observed: 5304, best-error: 9.52377990037947 worst-error: 9.530396945487253 SearchModels iteration 87> population: 16, bsize: 64, queue: 59, observed: 5363, best-error: 9.52377990037947 worst-error: 9.528137819274553 SearchModels iteration 88> population: 16, bsize: 64, queue: 59, observed: 5422, best-error: 9.504909607300588 worst-error: 9.525728620928136 SearchModels iteration 89> population: 16, bsize: 64, queue: 60, observed: 5482, best-error: 9.49845531078686 worst-error: 9.521785201701197 SearchModels iteration 90> population: 16, bsize: 64, queue: 58, observed: 5540, best-error: 9.486238029943019 worst-error: 9.507847631995352 SearchModels iteration 91> population: 16, bsize: 64, queue: 61, observed: 5601, best-error: 9.481931066159907 worst-error: 9.502599177461377 SearchModels iteration 92> population: 16, bsize: 64, queue: 52, observed: 5653, best-error: 9.480296243853964 worst-error: 9.493883009824076 SearchModels iteration 93> population: 16, bsize: 64, queue: 60, observed: 5713, best-error: 9.463911845486974 worst-error: 9.488087783078267 SearchModels iteration 94> population: 16, bsize: 64, queue: 56, observed: 5769, best-error: 9.458367547164409 worst-error: 9.482516094784577 SearchModels iteration 95> population: 16, bsize: 64, queue: 58, observed: 5827, best-error: 9.458367547164409 worst-error: 9.476873715073276 SearchModels iteration 96> population: 16, bsize: 64, queue: 58, observed: 5885, best-error: 9.444497633424364 worst-error: 9.467598475802458 SearchModels iteration 97> population: 16, bsize: 64, queue: 54, observed: 5939, best-error: 9.444497633424364 worst-error: 9.462479061949068 SearchModels iteration 98> population: 16, bsize: 64, queue: 60, observed: 5999, best-error: 9.435391068982124 worst-error: 9.452515498412629 SearchModels iteration 99> population: 16, bsize: 64, queue: 61, observed: 6060, best-error: 9.43329709571912 worst-error: 9.447264897650378 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.8482089363018102, 0.9537326968996416, 0.40718492829127606, 0.5996620287330156, 0.4455594754958133] 1 => ([-0.3294234773484178, -0.23999073702469814, 0.3805953423948468, 0.6172710096342764, 0.44619022566448585] => 9.4096477761185) 2 => ([-0.337970526368017, -0.24123914881453806, 0.3808512514208735, 0.6172710096342764, 0.44619022566448585] => 9.43329709571912) 3 => ([-0.33523802657589263, -0.24181539665781196, 0.3806733326649648, 0.6172710096342764, 0.44619022566448585] => 9.434310738818086) 4 => ([-0.3322933414456347, -0.24239264460722657, 0.3803954854232653, 0.6172710096342764, 0.44619022566448585] => 9.435391068982124) 5 => ([-0.3325055267837683, -0.24239164450108586, 0.38049541390905606, 0.6172710096342764, 0.44619022566448585] => 9.43542536503508) 6 => ([-0.332717712121902, -0.24239064439494512, 0.3805953423948468, 0.6172710096342764, 0.44619022566448585] => 9.435497640129617) 7 => ([-0.33281117359866197, -0.24271196026957703, 0.38065931965135347, 0.6172710096342764, 0.44619022566448585] => 9.438298281577534) 8 => ([-0.334726277987341, -0.24237247685068733, 0.380608255500016, 0.6172710096342764, 0.44619022566448585] => 9.438482745681732) 9 => ([-0.33260530385668174, -0.24286122670345747, 0.38055238465875707, 0.6172710096342764, 0.44619022566448585] => 9.439521322512057) 10 => ([-0.3320998708642835, -0.24294822464089086, 0.3804803009870027, 0.6172710096342764, 0.44619022566448585] => 9.43967110497641) 11 => ([-0.3319428181995908, -0.24303427625034968, 0.3806233684220694, 0.6172710096342764, 0.44619022566448585] => 9.439819044157785) 12 => ([-0.332429051567673, -0.243027376008644, 0.38064302748614703, 0.6172710096342764, 0.44619022566448585] => 9.440482101823683) 13 => ([-0.3326924497372883, -0.24303427625034968, 0.3806233684220694, 0.6172710096342764, 0.44619022566448585] => 9.4410003910901) 14 => ([-0.3329046350754219, -0.24303327614420894, 0.38072329690786016, 0.6172710096342764, 0.44619022566448585] => 9.441121787914499) 15 => ([-0.3321515928721066, -0.2431788398794102, 0.3806511735687502, 0.6172710096342764, 0.44619022566448585] => 9.441351545361025) Test Summary: | Total Time SearchModels.jl | 0 6.2s ===== 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: 173, observed: 1144, best-error: 0.8999999999999984 worst-error: 14.499999999999998 SearchModels iteration 2> population: 16, bsize: 32, queue: 169, observed: 1313, best-error: 0.02000000000000001 worst-error: 3.9999999999999982 SearchModels iteration 3> population: 16, bsize: 32, queue: 172, observed: 1485, best-error: 0.02000000000000001 worst-error: 0.578125 SearchModels iteration 4> population: 16, bsize: 32, queue: 178, observed: 1663, best-error: 0.012658691406250006 worst-error: 0.18378906249999996 SearchModels iteration 5> population: 16, bsize: 32, queue: 168, observed: 1831, best-error: 0.012658691406250006 worst-error: 0.054685211181640644 SearchModels iteration 6> population: 16, bsize: 32, queue: 161, observed: 1992, best-error: 0.011435699462890617 worst-error: 0.022619628906249866 SearchModels iteration 7> population: 16, bsize: 32, queue: 161, observed: 2153, best-error: 0.011435699462890617 worst-error: 0.016601562500000028 SearchModels iteration 8> population: 16, bsize: 32, queue: 151, observed: 2304, best-error: 0.011435699462890617 worst-error: 0.01340527597814803 SearchModels iteration 9> population: 16, bsize: 32, queue: 158, observed: 2462, best-error: 0.011435699462890617 worst-error: 0.01212912619113922 SearchModels iteration 10> population: 16, bsize: 32, queue: 153, observed: 2615, best-error: 0.011301422119140616 worst-error: 0.011752905647881564 SearchModels iteration 11> population: 16, bsize: 32, queue: 140, observed: 2755, best-error: 0.011301422119140616 worst-error: 0.011497602795861884 SearchModels iteration 12> population: 16, bsize: 32, queue: 135, observed: 2890, best-error: 0.011289215087890615 worst-error: 0.011372509750071898 SearchModels iteration 13> population: 16, bsize: 32, queue: 126, observed: 3016, best-error: 0.011289215087890615 worst-error: 0.01132021814909477 SearchModels iteration 14> population: 16, bsize: 32, queue: 112, observed: 3128, best-error: 0.011289072036743154 worst-error: 0.011299481438764455 SearchModels iteration 15> population: 16, bsize: 32, queue: 86, observed: 3214, best-error: 0.011289072036743154 worst-error: 0.011291658878326404 SearchModels iteration 16> population: 16, bsize: 32, queue: 73, observed: 3287, best-error: 0.011289063096046438 worst-error: 0.011289465427398672 SearchModels iteration 17> population: 16, bsize: 32, queue: 65, observed: 3352, best-error: 0.011289063096046438 worst-error: 0.011289141327142706 SearchModels> stop by convergence error=(0.89375, 0.798773193359375) => 0.011289087682962409, iter=18 (of 300) 1 => ((0.89375, 0.7987884521484375) => 0.011289062537252892) 2 => ((0.89375, 0.7987915039062501) => 0.011289063096046438) 3 => ((0.89375, 0.798785400390625) => 0.011289063841104497) 4 => ((0.89375, 0.7987854003906251) => 0.011289063841104497) 5 => ((0.89375, 0.7987945556640625) => 0.011289065517485132) 6 => ((0.89375, 0.7987945556640627) => 0.011289065517485132) 7 => ((0.89375, 0.7987823486328125) => 0.011289067007601251) 8 => ((0.89375, 0.7987823486328126) => 0.011289067007601251) 9 => ((0.89375, 0.798797607421875) => 0.011289069801568975) 10 => ((0.89375, 0.7987976074218751) => 0.011289069801568975) 11 => ((0.89375, 0.798779296875) => 0.011289072036743154) 12 => ((0.89375, 0.7987762451171876) => 0.011289078928530207) 13 => ((0.89375, 0.7988037109375) => 0.011289083957672108) 14 => ((0.89375, 0.7988037109375001) => 0.01128908395767211) 15 => ((0.89375, 0.7987731933593751) => 0.011289087682962407) ===== RoseParams using inspect_population SearchModels> search params iter=0, initialpopulation=1000, maxpopulation=16, bsize=32, mutbsize=100, crossbsize=100 SearchModels iteration 1> population: 16, bsize: 32, queue: 164, observed: 1132, best-error: 1.2999999999999974 worst-error: 26.11999999999996 SearchModels iteration 2> population: 16, bsize: 32, queue: 171, observed: 1303, best-error: 0.6500000000000002 worst-error: 5.569999999999999 SearchModels iteration 3> population: 16, bsize: 32, queue: 173, observed: 1476, best-error: 0.1624999999999964 worst-error: 2.153125 SearchModels iteration 4> population: 16, bsize: 32, queue: 159, observed: 1635, best-error: 0.16062499999999988 worst-error: 0.9700000000000001 SearchModels iteration 5> population: 16, bsize: 32, queue: 169, observed: 1804, best-error: 0.16062499999999988 worst-error: 0.6006640624999998 SearchModels iteration 6> population: 16, bsize: 32, queue: 175, observed: 1979, best-error: 0.16062499999999988 worst-error: 0.48249999999999993 SearchModels iteration 7> population: 16, bsize: 32, queue: 147, observed: 2126, best-error: 0.16062499999999988 worst-error: 0.41252700805664066 SearchModels iteration 8> population: 16, bsize: 32, queue: 151, observed: 2277, best-error: 0.15535156249999907 worst-error: 0.3985743713378906 SearchModels iteration 9> population: 16, bsize: 32, queue: 155, observed: 2432, best-error: 0.1525878906249996 worst-error: 0.39171401977539055 SearchModels iteration 10> population: 16, bsize: 32, queue: 156, observed: 2588, best-error: 0.1525878906249996 worst-error: 0.38908460501581427 SearchModels iteration 11> population: 16, bsize: 32, queue: 167, observed: 2755, best-error: 0.06402587890624958 worst-error: 0.16123428344726282 SearchModels iteration 12> population: 16, bsize: 32, queue: 177, observed: 2932, best-error: 0.06402587890624958 worst-error: 0.11341857910156178 SearchModels iteration 13> population: 16, bsize: 32, queue: 166, observed: 3098, best-error: 0.06402587890624958 worst-error: 0.09101562499999945 SearchModels iteration 14> population: 16, bsize: 32, queue: 166, observed: 3264, best-error: 0.06402587890624958 worst-error: 0.08090233802795414 SearchModels iteration 15> population: 16, bsize: 32, queue: 166, observed: 3430, best-error: 0.06402587890624958 worst-error: 0.07356351912021633 SearchModels iteration 16> population: 16, bsize: 32, queue: 164, observed: 3594, best-error: 0.06402587890624958 worst-error: 0.06955583390081296 SearchModels iteration 17> population: 16, bsize: 32, queue: 162, observed: 3756, best-error: 0.06402587890624958 worst-error: 0.06723289731889939 SearchModels iteration 18> population: 16, bsize: 32, queue: 168, observed: 3924, best-error: 0.06402587890624958 worst-error: 0.06562012009555436 SearchModels iteration 19> population: 16, bsize: 32, queue: 171, observed: 4095, best-error: 0.063950603234116 worst-error: 0.0647737148824673 SearchModels iteration 20> population: 16, bsize: 32, queue: 157, observed: 4252, best-error: 0.0632091226197372 worst-error: 0.06406681183057109 SearchModels iteration 21> population: 16, bsize: 32, queue: 153, observed: 4405, best-error: 0.0632091226197372 worst-error: 0.0637712074887531 SearchModels iteration 22> population: 16, bsize: 32, queue: 149, observed: 4554, best-error: 0.0631824101903476 worst-error: 0.06349976290494459 SearchModels iteration 23> population: 16, bsize: 32, queue: 145, observed: 4699, best-error: 0.0631824101903476 worst-error: 0.06329626653343443 SearchModels iteration 24> population: 16, bsize: 32, queue: 124, observed: 4823, best-error: 0.0631824101903476 worst-error: 0.0632185092937202 SearchModels iteration 25> population: 16, bsize: 32, queue: 111, observed: 4934, best-error: 0.0631824101903476 worst-error: 0.06319563515351419 SearchModels iteration 26> population: 16, bsize: 32, queue: 107, observed: 5041, best-error: 0.06318233189519895 worst-error: 0.06318460293199735 SearchModels iteration 27> population: 16, bsize: 32, queue: 93, observed: 5134, best-error: 0.06318233189519895 worst-error: 0.06318272470618107 SearchModels iteration 28> population: 16, bsize: 32, queue: 93, observed: 5227, best-error: 0.0631823291531455 worst-error: 0.0631823807630309 SearchModels> stop by convergence error=(1.251158142089844, 1.56640625) => 0.06318233216138258, iter=29 (of 300) 1 => ((1.2511604309082034, 1.56640625) => 0.06318232874384094) 2 => ((1.251160049438477, 1.56640625) => 0.06318232885725862) 3 => ((1.2511611938476563, 1.56640625) => 0.06318232906441408) 4 => ((1.2511611938476566, 1.56640625) => 0.06318232906441411) 5 => ((1.2511596679687502, 1.56640625) => 0.0631823291531455) 6 => ((1.2511596679687504, 1.56640625) => 0.06318232915314553) 7 => ((1.2511592864990235, 1.56640625) => 0.06318232963150154) 8 => ((1.2511619567871097, 1.56640625) => 0.06318233011486629) 9 => ((1.2511619567871095, 1.56640625) => 0.06318233011486632) 10 => ((1.251158905029297, 1.56640625) => 0.06318233029232652) 11 => ((1.2511589050292973, 1.56640625) => 0.06318233029232655) 12 => ((1.2511623382568362, 1.56640625) => 0.0631823309137975) 13 => ((1.2511585235595706, 1.56640625) => 0.06318233113562025) 14 => ((1.251162719726563, 1.56640625) => 0.06318233189519894) 15 => ((1.2511627197265627, 1.56640625) => 0.06318233189519895) Test Summary: | Total Time SearchModels.jl | 0 2.6s Testing SearchModels tests passed Testing completed after 23.02s PkgEval succeeded after 68.15s