Package evaluation of SearchModels on Julia 1.13.0-DEV.834 (c3282ceaac*) started at 2025-07-08T14:08:16.481 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 7.62s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 1.06s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 20.37s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_JeSjlR/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_JeSjlR/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: 54, observed: 354, best-error: 11129.362284808807 worst-error: 466157.3187310338 SearchModels iteration 2> population: 16, bsize: 64, queue: 60, observed: 414, best-error: 11012.995812219306 worst-error: 105759.23917994053 SearchModels iteration 3> population: 16, bsize: 64, queue: 56, observed: 470, best-error: 1610.1435739438377 worst-error: 12049.144362570503 SearchModels iteration 4> population: 16, bsize: 64, queue: 57, observed: 527, best-error: 624.5427356966767 worst-error: 3366.9212082198264 SearchModels iteration 5> population: 16, bsize: 64, queue: 61, observed: 588, best-error: 142.49377093866627 worst-error: 1054.8257170150366 SearchModels iteration 6> population: 16, bsize: 64, queue: 61, observed: 649, best-error: 93.88806154845567 worst-error: 476.30300644122383 SearchModels iteration 7> population: 16, bsize: 64, queue: 58, observed: 707, best-error: 88.1985236244368 worst-error: 189.41752203868185 SearchModels iteration 8> population: 16, bsize: 64, queue: 63, observed: 770, best-error: 64.15990285511273 worst-error: 93.62857160744171 SearchModels iteration 9> population: 16, bsize: 64, queue: 61, observed: 831, best-error: 57.713363725120004 worst-error: 73.01612644064957 SearchModels iteration 10> population: 16, bsize: 64, queue: 57, observed: 888, best-error: 56.792183588598874 worst-error: 67.11914797603262 SearchModels iteration 11> population: 16, bsize: 64, queue: 58, observed: 946, best-error: 56.68833202797292 worst-error: 60.848459357057266 SearchModels iteration 12> population: 16, bsize: 64, queue: 60, observed: 1006, best-error: 56.68833202797292 worst-error: 57.63151508692852 SearchModels iteration 13> population: 16, bsize: 64, queue: 56, observed: 1062, best-error: 56.59888706453103 worst-error: 56.85075982795298 SearchModels iteration 14> population: 16, bsize: 64, queue: 62, observed: 1124, best-error: 56.54915416165584 worst-error: 56.684471314700396 SearchModels iteration 15> population: 16, bsize: 64, queue: 57, observed: 1181, best-error: 56.33142267097964 worst-error: 56.6000666002068 SearchModels iteration 16> population: 16, bsize: 64, queue: 59, observed: 1240, best-error: 56.33142267097964 worst-error: 56.568515454767926 SearchModels iteration 17> population: 16, bsize: 64, queue: 58, observed: 1298, best-error: 56.33142267097964 worst-error: 56.48578754660676 SearchModels iteration 18> population: 16, bsize: 64, queue: 56, observed: 1354, best-error: 56.3092199125151 worst-error: 56.42607425937322 SearchModels iteration 19> population: 16, bsize: 64, queue: 58, observed: 1412, best-error: 56.3092199125151 worst-error: 56.39418105636476 SearchModels iteration 20> population: 16, bsize: 64, queue: 58, observed: 1470, best-error: 56.22565686759556 worst-error: 56.327402545050546 SearchModels iteration 21> population: 16, bsize: 64, queue: 61, observed: 1531, best-error: 56.21569805763289 worst-error: 56.31164556607395 SearchModels iteration 22> population: 16, bsize: 64, queue: 54, observed: 1585, best-error: 56.123466035920394 worst-error: 56.263038844901956 SearchModels iteration 23> population: 16, bsize: 64, queue: 57, observed: 1642, best-error: 56.123466035920394 worst-error: 56.2382616451249 SearchModels iteration 24> population: 16, bsize: 64, queue: 59, observed: 1701, best-error: 56.123466035920394 worst-error: 56.196088652296 SearchModels iteration 25> population: 16, bsize: 64, queue: 56, observed: 1757, best-error: 56.00790300182125 worst-error: 56.16161487086005 SearchModels iteration 26> population: 16, bsize: 64, queue: 60, observed: 1817, best-error: 56.00790300182125 worst-error: 56.12479180867091 SearchModels iteration 27> population: 16, bsize: 64, queue: 62, observed: 1879, best-error: 55.929071597933586 worst-error: 56.08484009810093 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1937, best-error: 55.929071597933586 worst-error: 56.04652712812375 SearchModels iteration 29> population: 16, bsize: 64, queue: 60, observed: 1997, best-error: 55.843235584778384 worst-error: 55.9995667432074 SearchModels iteration 30> population: 16, bsize: 64, queue: 56, observed: 2053, best-error: 55.843235584778384 worst-error: 55.94630633500936 SearchModels iteration 31> population: 16, bsize: 64, queue: 57, observed: 2110, best-error: 55.843235584778384 worst-error: 55.89863529017636 SearchModels iteration 32> population: 16, bsize: 64, queue: 53, observed: 2163, best-error: 55.78499486705699 worst-error: 55.869502606772926 SearchModels iteration 33> population: 16, bsize: 64, queue: 58, observed: 2221, best-error: 55.78098433474303 worst-error: 55.846586962661725 SearchModels iteration 34> population: 16, bsize: 64, queue: 58, observed: 2279, best-error: 55.75634788020613 worst-error: 55.80071893011448 SearchModels iteration 35> population: 16, bsize: 64, queue: 60, observed: 2339, best-error: 55.71587093571073 worst-error: 55.78331085754482 SearchModels iteration 36> population: 16, bsize: 64, queue: 57, observed: 2396, best-error: 55.7034364891643 worst-error: 55.76575380290467 SearchModels iteration 37> population: 16, bsize: 64, queue: 57, observed: 2453, best-error: 55.68494330189109 worst-error: 55.748245091766734 SearchModels iteration 38> population: 16, bsize: 64, queue: 57, observed: 2510, best-error: 55.62388163433971 worst-error: 55.71798761553125 SearchModels iteration 39> population: 16, bsize: 64, queue: 56, observed: 2566, best-error: 55.62388163433971 worst-error: 55.68245864128121 SearchModels iteration 40> population: 16, bsize: 64, queue: 57, observed: 2623, best-error: 55.60146424009994 worst-error: 55.661540187481464 SearchModels iteration 41> population: 16, bsize: 64, queue: 63, observed: 2686, best-error: 55.549768766104876 worst-error: 55.633887177862924 SearchModels iteration 42> population: 16, bsize: 64, queue: 58, observed: 2744, best-error: 55.549768766104876 worst-error: 55.60146424009994 SearchModels iteration 43> population: 16, bsize: 64, queue: 57, observed: 2801, best-error: 55.50371136790822 worst-error: 55.57474753374396 SearchModels iteration 44> population: 16, bsize: 64, queue: 59, observed: 2860, best-error: 55.50371136790822 worst-error: 55.55191721167384 SearchModels iteration 45> population: 16, bsize: 64, queue: 62, observed: 2922, best-error: 55.50371136790822 worst-error: 55.53669828443794 SearchModels iteration 46> population: 16, bsize: 64, queue: 56, observed: 2978, best-error: 55.50371136790822 worst-error: 55.52358389791434 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3036, best-error: 55.495928945855525 worst-error: 55.51607249562757 SearchModels iteration 48> population: 16, bsize: 64, queue: 60, observed: 3096, best-error: 55.46246341251651 worst-error: 55.50378674618064 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3154, best-error: 55.447864477347444 worst-error: 55.4896261429833 SearchModels iteration 50> population: 16, bsize: 64, queue: 60, observed: 3214, best-error: 55.446325679645064 worst-error: 55.47188332678254 SearchModels iteration 51> population: 16, bsize: 64, queue: 57, observed: 3271, best-error: 55.421485566615786 worst-error: 55.45940667618726 SearchModels iteration 52> population: 16, bsize: 64, queue: 57, observed: 3328, best-error: 55.421485566615786 worst-error: 55.44404963191346 SearchModels iteration 53> population: 16, bsize: 64, queue: 61, observed: 3389, best-error: 55.406130127664696 worst-error: 55.43577594794956 SearchModels iteration 54> population: 16, bsize: 64, queue: 55, observed: 3444, best-error: 55.392019586598465 worst-error: 55.42859883195266 SearchModels iteration 55> population: 16, bsize: 64, queue: 63, observed: 3507, best-error: 55.37654792707393 worst-error: 55.41046689543035 SearchModels iteration 56> population: 16, bsize: 64, queue: 61, observed: 3568, best-error: 55.34650852573315 worst-error: 55.39158316982441 SearchModels iteration 57> population: 16, bsize: 64, queue: 58, observed: 3626, best-error: 55.34650852573315 worst-error: 55.37313371618871 SearchModels iteration 58> population: 16, bsize: 64, queue: 58, observed: 3684, best-error: 55.32607927013717 worst-error: 55.359907185731274 SearchModels iteration 59> population: 16, bsize: 64, queue: 61, observed: 3745, best-error: 55.32296791641532 worst-error: 55.35056928512269 SearchModels iteration 60> population: 16, bsize: 64, queue: 60, observed: 3805, best-error: 55.32296791641532 worst-error: 55.34535152997281 SearchModels iteration 61> population: 16, bsize: 64, queue: 55, observed: 3860, best-error: 55.294690027644315 worst-error: 55.33584664373318 SearchModels iteration 62> population: 16, bsize: 64, queue: 61, observed: 3921, best-error: 55.294690027644315 worst-error: 55.32598356332274 SearchModels iteration 63> population: 16, bsize: 64, queue: 61, observed: 3982, best-error: 55.291032446251286 worst-error: 55.31450178115648 SearchModels iteration 64> population: 16, bsize: 64, queue: 59, observed: 4041, best-error: 55.28439060727713 worst-error: 55.30719256280232 SearchModels iteration 65> population: 16, bsize: 64, queue: 55, observed: 4096, best-error: 55.272576257194764 worst-error: 55.30038467207718 SearchModels iteration 66> population: 16, bsize: 64, queue: 59, observed: 4155, best-error: 55.245109081095144 worst-error: 55.289813445057206 SearchModels iteration 67> population: 16, bsize: 64, queue: 60, observed: 4215, best-error: 55.245109081095144 worst-error: 55.28228942151829 SearchModels iteration 68> population: 16, bsize: 64, queue: 59, observed: 4274, best-error: 55.24493543416952 worst-error: 55.26529881538067 SearchModels iteration 69> population: 16, bsize: 64, queue: 57, observed: 4331, best-error: 55.21311178631232 worst-error: 55.25325282545292 SearchModels iteration 70> population: 16, bsize: 64, queue: 58, observed: 4389, best-error: 55.21311178631232 worst-error: 55.238768261835574 SearchModels iteration 71> population: 16, bsize: 64, queue: 59, observed: 4448, best-error: 55.198619522473756 worst-error: 55.2295424885357 SearchModels iteration 72> population: 16, bsize: 64, queue: 60, observed: 4508, best-error: 55.19655468732654 worst-error: 55.21474301884246 SearchModels iteration 73> population: 16, bsize: 64, queue: 58, observed: 4566, best-error: 55.172595615423916 worst-error: 55.20512899159096 SearchModels iteration 74> population: 16, bsize: 64, queue: 59, observed: 4625, best-error: 55.172595615423916 worst-error: 55.1978695530986 SearchModels iteration 75> population: 16, bsize: 64, queue: 59, observed: 4684, best-error: 55.16408229977986 worst-error: 55.1861392108078 SearchModels iteration 76> population: 16, bsize: 64, queue: 59, observed: 4743, best-error: 55.16408229977986 worst-error: 55.17975620800296 SearchModels iteration 77> population: 16, bsize: 64, queue: 61, observed: 4804, best-error: 55.15001538478831 worst-error: 55.17404431544185 SearchModels iteration 78> population: 16, bsize: 64, queue: 58, observed: 4862, best-error: 55.14581627082747 worst-error: 55.168300670796675 SearchModels iteration 79> population: 16, bsize: 64, queue: 56, observed: 4918, best-error: 55.126569421989466 worst-error: 55.156851587714215 SearchModels iteration 80> population: 16, bsize: 64, queue: 61, observed: 4979, best-error: 55.12579406144633 worst-error: 55.14833644203345 SearchModels iteration 81> population: 16, bsize: 64, queue: 61, observed: 5040, best-error: 55.11034434179538 worst-error: 55.13335619190631 SearchModels iteration 82> population: 16, bsize: 64, queue: 60, observed: 5100, best-error: 55.0918461854535 worst-error: 55.12543917273149 SearchModels iteration 83> population: 16, bsize: 64, queue: 59, observed: 5159, best-error: 55.0918461854535 worst-error: 55.115915133765874 SearchModels iteration 84> population: 16, bsize: 64, queue: 56, observed: 5215, best-error: 55.0743969402298 worst-error: 55.101244792255166 SearchModels iteration 85> population: 16, bsize: 64, queue: 57, observed: 5272, best-error: 55.071426281008755 worst-error: 55.08907275138856 SearchModels iteration 86> population: 16, bsize: 64, queue: 60, observed: 5332, best-error: 55.06967632893181 worst-error: 55.0810499798901 SearchModels iteration 87> population: 16, bsize: 64, queue: 58, observed: 5390, best-error: 55.06281814959806 worst-error: 55.074528492665316 SearchModels iteration 88> population: 16, bsize: 64, queue: 62, observed: 5452, best-error: 55.05174252524446 worst-error: 55.068797358816255 SearchModels iteration 89> population: 16, bsize: 64, queue: 60, observed: 5512, best-error: 55.04113165716361 worst-error: 55.06020663604652 SearchModels iteration 90> population: 16, bsize: 64, queue: 57, observed: 5569, best-error: 55.02538585855786 worst-error: 55.0500560949986 SearchModels iteration 91> population: 16, bsize: 64, queue: 61, observed: 5630, best-error: 54.97286622890722 worst-error: 55.04344757270532 SearchModels iteration 92> population: 16, bsize: 64, queue: 59, observed: 5689, best-error: 54.950302150874926 worst-error: 54.99463606132479 SearchModels iteration 93> population: 16, bsize: 64, queue: 59, observed: 5748, best-error: 54.950302150874926 worst-error: 54.97368377433225 SearchModels iteration 94> population: 16, bsize: 64, queue: 60, observed: 5808, best-error: 54.93041020913323 worst-error: 54.963452116340875 SearchModels iteration 95> population: 16, bsize: 64, queue: 57, observed: 5865, best-error: 54.93041020913323 worst-error: 54.950302150874926 SearchModels iteration 96> population: 16, bsize: 64, queue: 55, observed: 5920, best-error: 54.92059359456561 worst-error: 54.93898323315337 SearchModels iteration 97> population: 16, bsize: 64, queue: 58, observed: 5978, best-error: 54.899811646139916 worst-error: 54.93324980701029 SearchModels iteration 98> population: 16, bsize: 64, queue: 63, observed: 6041, best-error: 54.899811646139916 worst-error: 54.9256783239321 SearchModels iteration 99> population: 16, bsize: 64, queue: 60, observed: 6101, best-error: 54.89515337030121 worst-error: 54.918498243203196 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.7893184857018763, 0.9699531966013156, 0.34849689639359505, 0.10359598534321979, 0.21475206602785113] 1 => ([-0.08253128866087478, 0.31524070368685464, -0.14890356224408022, 0.11287876299140423, 0.22184242764366302] => 54.88010798189221) 2 => ([-0.08340016276600366, 0.3137198267317857, -0.14893832633285492, 0.11287876299140026, 0.22184242764366296] => 54.89515337030121) 3 => ([-0.08337856207608511, 0.3139898113188997, -0.1471594643695072, 0.11287876299139943, 0.22184242764366296] => 54.897220632533845) 4 => ([-0.08382546777759836, 0.31369457931096445, -0.14897309042162965, 0.1128787629913963, 0.2218424276436629] => 54.8980494397684) 5 => ([-0.08338342760752283, 0.3133290002886956, -0.14776769045472243, 0.112878762991399, 0.221842427643663] => 54.898635773131936) 6 => ([-0.08253128866087478, 0.3121195086008462, -0.14890356224408022, 0.11287876299140423, 0.22184242764366302] => 54.899811646139916) 7 => ([-0.08328927049262011, 0.31253696361287775, -0.14893832633285492, 0.11287876299140026, 0.22184242764366296] => 54.9019649692597) 8 => ([-0.08337262726256356, 0.31346399258225255, -0.14687825947304856, 0.11287876299139858, 0.221842427643663] => 54.90230089344969) 9 => ([-0.08377920873043088, 0.31305356490448133, -0.14792851761367246, 0.11287876299139929, 0.22184242764366305] => 54.90236904314141) 10 => ([-0.08316247991234807, 0.3123962680671193, -0.1478894906318146, 0.1128787629914014, 0.221842427643663] => 54.90282024699164) 11 => ([-0.08454142337615991, 0.31355228196923757, -0.14865428098289674, 0.11287876299139943, 0.22184242764366296] => 54.90314792954649) 12 => ([-0.08419172501181973, 0.31316895596335725, -0.14925998065075496, 0.11287876299140086, 0.22184242764366308] => 54.904324110313105) 13 => ([-0.08382546777759836, 0.31369457931096445, -0.15046282132584596, 0.1128787629913963, 0.2218424276436629] => 54.90496957680663) 14 => ([-0.08360201492684174, 0.3122892518529966, -0.14806627739556844, 0.11287876299139787, 0.22184242764366294] => 54.905810743456684) 15 => ([-0.08294899055495839, 0.31173261798699914, -0.1477503084103351, 0.11287876299140098, 0.22184242764366302] => 54.90618991272787) Test Summary: | Total Time SearchModels.jl | 0 6.1s ===== 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: 161, observed: 1134, best-error: 0.3200000000000003 worst-error: 11.919999999999998 SearchModels iteration 2> population: 16, bsize: 32, queue: 162, observed: 1296, best-error: 0.02000000000000001 worst-error: 2.3281250000000004 SearchModels iteration 3> population: 16, bsize: 32, queue: 145, observed: 1441, best-error: 0.02000000000000001 worst-error: 0.4999999999999999 SearchModels iteration 4> population: 16, bsize: 32, queue: 156, observed: 1597, best-error: 0.02000000000000001 worst-error: 0.18378906249999996 SearchModels iteration 5> population: 16, bsize: 32, queue: 164, observed: 1761, best-error: 0.02000000000000001 worst-error: 0.1133448791503902 SearchModels iteration 6> population: 16, bsize: 32, queue: 163, observed: 1924, best-error: 0.02000000000000001 worst-error: 0.08475556373596199 SearchModels iteration 7> population: 16, bsize: 32, queue: 162, observed: 2086, best-error: 0.02000000000000001 worst-error: 0.05165256559848789 SearchModels iteration 8> population: 16, bsize: 32, queue: 182, observed: 2268, best-error: 0.018205704726278783 worst-error: 0.03535156250000012 SearchModels iteration 9> population: 16, bsize: 32, queue: 175, observed: 2443, best-error: 0.01794953346252433 worst-error: 0.021866943279746955 SearchModels iteration 10> population: 16, bsize: 32, queue: 175, observed: 2618, best-error: 0.016678872145712356 worst-error: 0.01867810361320154 SearchModels iteration 11> population: 16, bsize: 32, queue: 156, observed: 2774, best-error: 0.013645669098623317 worst-error: 0.016701201237738113 SearchModels iteration 12> population: 16, bsize: 32, queue: 154, observed: 2928, best-error: 0.013645669098623317 worst-error: 0.014670970363222334 SearchModels iteration 13> population: 16, bsize: 32, queue: 153, observed: 3081, best-error: 0.013645669098623317 worst-error: 0.014101715087890604 SearchModels iteration 14> population: 16, bsize: 32, queue: 148, observed: 3229, best-error: 0.013645669098623317 worst-error: 0.013852767921035238 SearchModels iteration 15> population: 16, bsize: 32, queue: 121, observed: 3350, best-error: 0.013645669098623317 worst-error: 0.013705615443790899 SearchModels iteration 16> population: 16, bsize: 32, queue: 94, observed: 3444, best-error: 0.013645464695511028 worst-error: 0.013657271067793348 SearchModels iteration 17> population: 16, bsize: 32, queue: 75, observed: 3519, best-error: 0.013645464695511028 worst-error: 0.01364637016690962 SearchModels iteration 18> population: 16, bsize: 32, queue: 71, observed: 3590, best-error: 0.013645464695511028 worst-error: 0.013645623124150288 SearchModels iteration 19> population: 16, bsize: 32, queue: 60, observed: 3650, best-error: 0.013645464320333105 worst-error: 0.01364548078417626 SearchModels> stop by convergence error=(0.8833694458007812, 0.7796875000000001) => 0.013645467946310602, iter=20 (of 300) 1 => ((0.8833724975585937, 0.7796875000000001) => 0.013645464320333105) 2 => ((0.8833724975585938, 0.7796875000000001) => 0.013645464320333109) 3 => ((0.8833732604980469, 0.7796875000000001) => 0.013645464325574065) 4 => ((0.8833717346191406, 0.7796875000000001) => 0.013645464679787224) 5 => ((0.8833717346191405, 0.7796875000000001) => 0.013645464679787236) 6 => ((0.8833740234375, 0.7796875000000001) => 0.013645464695511028) 7 => ((0.8833709716796875, 0.7796875000000001) => 0.013645465403935476) 8 => ((0.8833709716796876, 0.7796875000000001) => 0.01364546540393548) 9 => ((0.8833747863769531, 0.7796875000000001) => 0.01364546543014496) 10 => ((0.8833747863769532, 0.7796875000000001) => 0.013645465430144964) 11 => ((0.8833702087402343, 0.7796875000000001) => 0.013645466492776918) 12 => ((0.8833702087402344, 0.7796875000000001) => 0.013645466492776924) 13 => ((0.8833755493164064, 0.7796875000000001) => 0.01364546652947677) 14 => ((0.8833755493164062, 0.7796875000000001) => 0.013645466529476777) 15 => ((0.8833755493164063, 0.7796875000000001) => 0.01364546652947678) ===== 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: 175, observed: 1140, best-error: 2.5 worst-error: 21.319999999999975 SearchModels iteration 2> population: 16, bsize: 32, queue: 168, observed: 1308, best-error: 0.20000000000000026 worst-error: 2.9200000000000004 SearchModels iteration 3> population: 16, bsize: 32, queue: 158, observed: 1466, best-error: 0.09812500000000045 worst-error: 0.8200000000000015 SearchModels iteration 4> population: 16, bsize: 32, queue: 175, observed: 1641, best-error: 0.053124999999999846 worst-error: 0.25289306640625003 SearchModels iteration 5> population: 16, bsize: 32, queue: 174, observed: 1815, best-error: 0.05066406250000002 worst-error: 0.14664306640625 SearchModels iteration 6> population: 16, bsize: 32, queue: 173, observed: 1988, best-error: 0.05066406250000002 worst-error: 0.10847656250000068 SearchModels iteration 7> population: 16, bsize: 32, queue: 182, observed: 2170, best-error: 0.05066406250000002 worst-error: 0.0752368164062508 SearchModels iteration 8> population: 16, bsize: 32, queue: 174, observed: 2344, best-error: 0.010625000000000101 worst-error: 0.059238433837890625 SearchModels iteration 9> population: 16, bsize: 32, queue: 170, observed: 2514, best-error: 0.010625000000000101 worst-error: 0.037539215087890654 SearchModels iteration 10> population: 16, bsize: 32, queue: 172, observed: 2686, best-error: 0.010625000000000101 worst-error: 0.023203277587890495 SearchModels iteration 11> population: 16, bsize: 32, queue: 173, observed: 2859, best-error: 0.010625000000000101 worst-error: 0.017785882949829086 SearchModels iteration 12> population: 16, bsize: 32, queue: 174, observed: 3033, best-error: 0.010625000000000101 worst-error: 0.01392534983956466 SearchModels iteration 13> population: 16, bsize: 32, queue: 172, observed: 3205, best-error: 0.010625000000000101 worst-error: 0.012467219734253363 SearchModels iteration 14> population: 16, bsize: 32, queue: 180, observed: 3385, best-error: 0.010406532550696318 worst-error: 0.011399833595942264 SearchModels iteration 15> population: 16, bsize: 32, queue: 180, observed: 3565, best-error: 0.010198161543958138 worst-error: 0.010802740491926678 SearchModels iteration 16> population: 16, bsize: 32, queue: 175, observed: 3740, best-error: 0.010198161543958138 worst-error: 0.010487698949873453 SearchModels iteration 17> population: 16, bsize: 32, queue: 171, observed: 3911, best-error: 0.01019627393936391 worst-error: 0.010372751340686609 SearchModels iteration 18> population: 16, bsize: 32, queue: 143, observed: 4054, best-error: 0.01019627393936391 worst-error: 0.010253598217532267 SearchModels iteration 19> population: 16, bsize: 32, queue: 124, observed: 4178, best-error: 0.01019627393936391 worst-error: 0.010210267515067253 SearchModels iteration 20> population: 16, bsize: 32, queue: 114, observed: 4292, best-error: 0.010196269404987125 worst-error: 0.010196837244002402 SearchModels iteration 21> population: 16, bsize: 32, queue: 108, observed: 4400, best-error: 0.010196266680868593 worst-error: 0.010196298456430686 SearchModels> stop by convergence error=(0.8990234374999999, 0.8082476615905761) => 0.010196268217732741, iter=22 (of 300) 1 => ((0.8990234374999999, 0.8082433700561523) => 0.010196266179555115) 2 => ((0.8990234374999999, 0.8082434654235839) => 0.010196266184830183) 3 => ((0.8990234374999999, 0.8082427024841308) => 0.010196266193561333) 4 => ((0.8990234374999999, 0.8082437515258789) => 0.010196266211569327) 5 => ((0.8990234374999999, 0.8082421302795411) => 0.01019626627650725) 6 => ((0.8990234374999999, 0.8082443237304687) => 0.01019626631416033) 7 => ((0.8990234374999999, 0.8082445144653321) => 0.010196266362909247) 8 => ((0.8990234374999999, 0.8082447052001953) => 0.01019626641893412) 9 => ((0.8990234374999999, 0.8082408905029297) => 0.010196266680868593) 10 => ((0.8990234374999999, 0.8082456588745117) => 0.010196266808197853) 11 => ((0.8990234374999999, 0.8082405090332032) => 0.010196266867133109) 12 => ((0.8990234374999999, 0.8082394599914551) => 0.01019626752942715) 13 => ((0.8990234374999999, 0.8082391738891601) => 0.010196267748251575) 14 => ((0.8990234374999999, 0.8082390785217284) => 0.01019626782483103) 15 => ((0.8990234374999999, 0.8082390785217285) => 0.01019626782483103) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 19.99s PkgEval succeeded after 59.47s