Package evaluation of SearchModels on Julia 1.11.4 (a71dd056e0*) started at 2025-04-08T10:16:03.326 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 7.89s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.11/Project.toml` [0e966ebe] + SearchModels v0.4.1 Updating `~/.julia/environments/v1.11/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 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra 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 v1.11.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [4536629a] + OpenBLAS_jll v0.3.27+1 [bea87d4a] + SuiteSparse_jll v7.7.0+0 [8e850b90] + libblastrampoline_jll v5.11.0+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 To see why use `status --outdated -m` Installation completed after 1.66s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 15.92s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_fksYUU/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_fksYUU/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 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.11.0 [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 v1.11.0 [fa267f1f] TOML v1.0.3 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.1.1+0 [4536629a] OpenBLAS_jll v0.3.27+1 [bea87d4a] SuiteSparse_jll v7.7.0+0 [8e850b90] libblastrampoline_jll v5.11.0+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: 57, observed: 357, best-error: 21360.22813073613 worst-error: 1.0883581234952915e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 59, observed: 416, best-error: 2710.957814636369 worst-error: 153747.75523611967 SearchModels iteration 3> population: 16, bsize: 64, queue: 58, observed: 474, best-error: 2311.893232597901 worst-error: 14075.807897286326 SearchModels iteration 4> population: 16, bsize: 64, queue: 57, observed: 531, best-error: 101.87018036514172 worst-error: 2494.633450741282 SearchModels iteration 5> population: 16, bsize: 64, queue: 59, observed: 590, best-error: 101.87018036514172 worst-error: 634.5414688340982 SearchModels iteration 6> population: 16, bsize: 64, queue: 57, observed: 647, best-error: 54.822634776039585 worst-error: 183.46272244145067 SearchModels iteration 7> population: 16, bsize: 64, queue: 57, observed: 704, best-error: 31.39598444289452 worst-error: 98.02973344488672 SearchModels iteration 8> population: 16, bsize: 64, queue: 58, observed: 762, best-error: 24.8540404462883 worst-error: 47.83707488697935 SearchModels iteration 9> population: 16, bsize: 64, queue: 60, observed: 822, best-error: 11.385454733969153 worst-error: 31.39598444289452 SearchModels iteration 10> population: 16, bsize: 64, queue: 61, observed: 883, best-error: 11.385454733969153 worst-error: 19.9146648035128 SearchModels iteration 11> population: 16, bsize: 64, queue: 61, observed: 944, best-error: 11.385454733969153 worst-error: 16.287003417106064 SearchModels iteration 12> population: 16, bsize: 64, queue: 59, observed: 1003, best-error: 11.376332897448206 worst-error: 13.728859212498561 SearchModels iteration 13> population: 16, bsize: 64, queue: 60, observed: 1063, best-error: 10.889510097895348 worst-error: 11.815161654786515 SearchModels iteration 14> population: 16, bsize: 64, queue: 58, observed: 1121, best-error: 10.522685049934912 worst-error: 11.210713591036685 SearchModels iteration 15> population: 16, bsize: 64, queue: 60, observed: 1181, best-error: 9.943429929486639 worst-error: 10.753085539194418 SearchModels iteration 16> population: 16, bsize: 64, queue: 60, observed: 1241, best-error: 9.943429929486639 worst-error: 10.378319244228635 SearchModels iteration 17> population: 16, bsize: 64, queue: 58, observed: 1299, best-error: 9.943429929486639 worst-error: 10.173327907832002 SearchModels iteration 18> population: 16, bsize: 64, queue: 56, observed: 1355, best-error: 9.178336445401941 worst-error: 10.05072394087939 SearchModels iteration 19> population: 16, bsize: 64, queue: 60, observed: 1415, best-error: 9.075683316683074 worst-error: 9.991492702190053 SearchModels iteration 20> population: 16, bsize: 64, queue: 61, observed: 1476, best-error: 9.075683316683074 worst-error: 9.511628560327374 SearchModels iteration 21> population: 16, bsize: 64, queue: 56, observed: 1532, best-error: 8.59734648305213 worst-error: 9.231698475673666 SearchModels iteration 22> population: 16, bsize: 64, queue: 59, observed: 1591, best-error: 8.420380159973496 worst-error: 9.010945232893153 SearchModels iteration 23> population: 16, bsize: 64, queue: 61, observed: 1652, best-error: 8.363636489763904 worst-error: 8.793429974086186 SearchModels iteration 24> population: 16, bsize: 64, queue: 57, observed: 1709, best-error: 8.170310432018002 worst-error: 8.627422951824524 SearchModels iteration 25> population: 16, bsize: 64, queue: 62, observed: 1771, best-error: 8.170310432018002 worst-error: 8.420380159973496 SearchModels iteration 26> population: 16, bsize: 64, queue: 61, observed: 1832, best-error: 7.942839817417055 worst-error: 8.2665563615588 SearchModels iteration 27> population: 16, bsize: 64, queue: 56, observed: 1888, best-error: 7.881131381050859 worst-error: 8.161552679333544 SearchModels iteration 28> population: 16, bsize: 64, queue: 59, observed: 1947, best-error: 7.614550126114446 worst-error: 8.009956302205262 SearchModels iteration 29> population: 16, bsize: 64, queue: 61, observed: 2008, best-error: 7.614550126114446 worst-error: 7.905672380889154 SearchModels iteration 30> population: 16, bsize: 64, queue: 61, observed: 2069, best-error: 7.614550126114446 worst-error: 7.802385550831184 SearchModels iteration 31> population: 16, bsize: 64, queue: 56, observed: 2125, best-error: 7.541312488175469 worst-error: 7.717457936259721 SearchModels iteration 32> population: 16, bsize: 64, queue: 59, observed: 2184, best-error: 7.475997999160452 worst-error: 7.633192720747776 SearchModels iteration 33> population: 16, bsize: 64, queue: 56, observed: 2240, best-error: 7.451314951759819 worst-error: 7.564877993417915 SearchModels iteration 34> population: 16, bsize: 64, queue: 59, observed: 2299, best-error: 7.4094778975882045 worst-error: 7.521887831637013 SearchModels iteration 35> population: 16, bsize: 64, queue: 56, observed: 2355, best-error: 7.2447922910205875 worst-error: 7.451314951759819 SearchModels iteration 36> population: 16, bsize: 64, queue: 63, observed: 2418, best-error: 7.197851653072519 worst-error: 7.410111954603852 SearchModels iteration 37> population: 16, bsize: 64, queue: 59, observed: 2477, best-error: 7.197851653072519 worst-error: 7.314455596326666 SearchModels iteration 38> population: 16, bsize: 64, queue: 58, observed: 2535, best-error: 7.1153409871287545 worst-error: 7.253636618503189 SearchModels iteration 39> population: 16, bsize: 64, queue: 60, observed: 2595, best-error: 7.086221391645428 worst-error: 7.212214662025013 SearchModels iteration 40> population: 16, bsize: 64, queue: 60, observed: 2655, best-error: 7.086221391645428 worst-error: 7.170389903783341 SearchModels iteration 41> population: 16, bsize: 64, queue: 61, observed: 2716, best-error: 7.057870297901722 worst-error: 7.136818488180928 SearchModels iteration 42> population: 16, bsize: 64, queue: 59, observed: 2775, best-error: 7.05307319802961 worst-error: 7.116830266892652 SearchModels iteration 43> population: 16, bsize: 64, queue: 58, observed: 2833, best-error: 6.996190563913785 worst-error: 7.082150196645592 SearchModels iteration 44> population: 16, bsize: 64, queue: 57, observed: 2890, best-error: 6.996190563913785 worst-error: 7.057870297901722 SearchModels iteration 45> population: 16, bsize: 64, queue: 60, observed: 2950, best-error: 6.965246383252695 worst-error: 7.031876821959593 SearchModels iteration 46> population: 16, bsize: 64, queue: 55, observed: 3005, best-error: 6.9461716708062475 worst-error: 6.997413955197701 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3063, best-error: 6.9234777954880125 worst-error: 6.976208339127374 SearchModels iteration 48> population: 16, bsize: 64, queue: 58, observed: 3121, best-error: 6.915854820762174 worst-error: 6.954139385349754 SearchModels iteration 49> population: 16, bsize: 64, queue: 60, observed: 3181, best-error: 6.905450947738048 worst-error: 6.941455525044305 SearchModels iteration 50> population: 16, bsize: 64, queue: 59, observed: 3240, best-error: 6.8736351652493966 worst-error: 6.9234777954880125 SearchModels iteration 51> population: 16, bsize: 64, queue: 57, observed: 3297, best-error: 6.8736351652493966 worst-error: 6.911641148858491 SearchModels iteration 52> population: 16, bsize: 64, queue: 61, observed: 3358, best-error: 6.862259627253529 worst-error: 6.890031304361652 SearchModels iteration 53> population: 16, bsize: 64, queue: 58, observed: 3416, best-error: 6.832183542676957 worst-error: 6.875290245390645 SearchModels iteration 54> population: 16, bsize: 64, queue: 60, observed: 3476, best-error: 6.828621379855374 worst-error: 6.854953291958576 SearchModels iteration 55> population: 16, bsize: 64, queue: 55, observed: 3531, best-error: 6.804518936934019 worst-error: 6.8394067503197915 SearchModels iteration 56> population: 16, bsize: 64, queue: 59, observed: 3590, best-error: 6.804518936934019 worst-error: 6.83165216313826 SearchModels iteration 57> population: 16, bsize: 64, queue: 61, observed: 3651, best-error: 6.7992658428805886 worst-error: 6.811503619923099 SearchModels iteration 58> population: 16, bsize: 64, queue: 57, observed: 3708, best-error: 6.7992658428805886 worst-error: 6.806686277290521 SearchModels iteration 59> population: 16, bsize: 64, queue: 60, observed: 3768, best-error: 6.7992658428805886 worst-error: 6.804108614254099 SearchModels iteration 60> population: 16, bsize: 64, queue: 56, observed: 3824, best-error: 6.783985379437458 worst-error: 6.8020479832231295 SearchModels iteration 61> population: 16, bsize: 64, queue: 58, observed: 3882, best-error: 6.781814085101071 worst-error: 6.800251519682993 SearchModels iteration 62> population: 16, bsize: 64, queue: 54, observed: 3936, best-error: 6.765002132578315 worst-error: 6.791753369491744 SearchModels iteration 63> population: 16, bsize: 64, queue: 58, observed: 3994, best-error: 6.750367418083879 worst-error: 6.7862888947965025 SearchModels iteration 64> population: 16, bsize: 64, queue: 55, observed: 4049, best-error: 6.750367418083879 worst-error: 6.775132797985697 SearchModels iteration 65> population: 16, bsize: 64, queue: 58, observed: 4107, best-error: 6.750367418083879 worst-error: 6.763347979718301 SearchModels iteration 66> population: 16, bsize: 64, queue: 59, observed: 4166, best-error: 6.740095773914036 worst-error: 6.756454435901927 SearchModels iteration 67> population: 16, bsize: 64, queue: 62, observed: 4228, best-error: 6.737106145358302 worst-error: 6.7510173763048185 SearchModels iteration 68> population: 16, bsize: 64, queue: 60, observed: 4288, best-error: 6.733468347731904 worst-error: 6.743861320857954 SearchModels iteration 69> population: 16, bsize: 64, queue: 58, observed: 4346, best-error: 6.730424091761668 worst-error: 6.741085284712815 SearchModels iteration 70> population: 16, bsize: 64, queue: 58, observed: 4404, best-error: 6.72895895977015 worst-error: 6.736150596960785 SearchModels iteration 71> population: 16, bsize: 64, queue: 57, observed: 4461, best-error: 6.723159718156143 worst-error: 6.7322353713203285 SearchModels iteration 72> population: 16, bsize: 64, queue: 61, observed: 4522, best-error: 6.72038605780657 worst-error: 6.728928689994427 SearchModels iteration 73> population: 16, bsize: 64, queue: 57, observed: 4579, best-error: 6.719185645549211 worst-error: 6.724133845549519 SearchModels iteration 74> population: 16, bsize: 64, queue: 57, observed: 4636, best-error: 6.714515187646842 worst-error: 6.720985248591917 SearchModels iteration 75> population: 16, bsize: 64, queue: 57, observed: 4693, best-error: 6.71400432597896 worst-error: 6.7179282949481145 SearchModels iteration 76> population: 16, bsize: 64, queue: 59, observed: 4752, best-error: 6.710206562134818 worst-error: 6.716507240252593 SearchModels iteration 77> population: 16, bsize: 64, queue: 60, observed: 4812, best-error: 6.710206562134818 worst-error: 6.7149693101606776 SearchModels iteration 78> population: 16, bsize: 64, queue: 56, observed: 4868, best-error: 6.710206562134818 worst-error: 6.713273723157932 SearchModels iteration 79> population: 16, bsize: 64, queue: 61, observed: 4929, best-error: 6.706617464940817 worst-error: 6.71226833778075 SearchModels iteration 80> population: 16, bsize: 64, queue: 59, observed: 4988, best-error: 6.706617464940817 worst-error: 6.711092793819245 SearchModels iteration 81> population: 16, bsize: 64, queue: 60, observed: 5048, best-error: 6.704269155420342 worst-error: 6.708831679965294 SearchModels iteration 82> population: 16, bsize: 64, queue: 60, observed: 5108, best-error: 6.704269155420342 worst-error: 6.70741557649291 SearchModels iteration 83> population: 16, bsize: 64, queue: 58, observed: 5166, best-error: 6.700554619907316 worst-error: 6.7057350448350075 SearchModels iteration 84> population: 16, bsize: 64, queue: 62, observed: 5228, best-error: 6.700554619907316 worst-error: 6.704963164658404 SearchModels iteration 85> population: 16, bsize: 64, queue: 60, observed: 5288, best-error: 6.700554619907316 worst-error: 6.703352479828022 SearchModels iteration 86> population: 16, bsize: 64, queue: 61, observed: 5349, best-error: 6.700107411195582 worst-error: 6.701948605077554 SearchModels iteration 87> population: 16, bsize: 64, queue: 60, observed: 5409, best-error: 6.6996149983570525 worst-error: 6.701128177323491 SearchModels iteration 88> population: 16, bsize: 64, queue: 58, observed: 5467, best-error: 6.6799382685805 worst-error: 6.7001174470634774 SearchModels iteration 89> population: 16, bsize: 64, queue: 57, observed: 5524, best-error: 6.613398797205557 worst-error: 6.699304873845369 SearchModels iteration 90> population: 16, bsize: 64, queue: 58, observed: 5582, best-error: 6.613398797205557 worst-error: 6.618366823440445 SearchModels iteration 91> population: 16, bsize: 64, queue: 59, observed: 5641, best-error: 6.6047234683223115 worst-error: 6.61536929573133 SearchModels iteration 92> population: 16, bsize: 64, queue: 55, observed: 5696, best-error: 6.6047234683223115 worst-error: 6.614645367350634 SearchModels iteration 93> population: 16, bsize: 64, queue: 62, observed: 5758, best-error: 6.603508119018858 worst-error: 6.613256811114607 SearchModels iteration 94> population: 16, bsize: 64, queue: 57, observed: 5815, best-error: 6.596138020925304 worst-error: 6.609399423227911 SearchModels iteration 95> population: 16, bsize: 64, queue: 58, observed: 5873, best-error: 6.595008378078924 worst-error: 6.605996913519564 SearchModels iteration 96> population: 16, bsize: 64, queue: 57, observed: 5930, best-error: 6.595008378078924 worst-error: 6.603131578378323 SearchModels iteration 97> population: 16, bsize: 64, queue: 58, observed: 5988, best-error: 6.590632250414849 worst-error: 6.599771104115755 SearchModels iteration 98> population: 16, bsize: 64, queue: 57, observed: 6045, best-error: 6.590632250414849 worst-error: 6.596986421570729 SearchModels iteration 99> population: 16, bsize: 64, queue: 58, observed: 6103, best-error: 6.583566029093064 worst-error: 6.5934563918569475 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.5453535748739257, 0.03498272875898756, 0.08048838003411518, 0.13576396072932562, 0.7982337504863352] 1 => ([0.05050203036244519, 0.30195158279874307, -0.08086329982791954, 0.13187415921509377, 0.800577413200622] => 6.580963501251135) 2 => ([0.050828259284524814, 0.3034071442747986, -0.08096928056163896, 0.13187415921509377, 0.800577413200622] => 6.583566029093064) 3 => ([0.050665144823485, 0.30418912145076454, -0.08091629019477925, 0.13187415921509377, 0.800577413200622] => 6.58556973883869) 4 => ([0.049790619519554755, 0.3029882775261554, -0.08138406179132689, 0.13187415921515935, 0.8005774132006839] => 6.586347295504501) 5 => ([0.05030943940203979, 0.30322803370384743, -0.08157744837620155, 0.13187415921512657, 0.8005774132006529] => 6.586508263959001) 6 => ([0.05017571935261552, 0.30408589592773094, -0.07985896460113245, 0.13187415921511017, 0.8005774132006375] => 6.586546121619081) 7 => ([0.04955258516972254, 0.30306685862583504, -0.08137592338514775, 0.13187415921515935, 0.8005774132006839] => 6.587039871131818) 8 => ([0.050568849343282304, 0.30483372915784224, -0.08086951571458262, 0.13187415921511017, 0.8005774132006375] => 6.587166962155595) 9 => ([0.05030723308516577, 0.30469218484492455, -0.08076683224662394, 0.13187415921511952, 0.8005774132006463] => 6.587270702039737) 10 => ([0.05050203036244519, 0.3049710986267305, -0.08086329982791954, 0.13187415921509377, 0.800577413200622] => 6.587624968651609) 11 => ([0.05017973443141853, 0.30467718299925844, -0.08112678875295476, 0.13187415921513476, 0.8005774132006607] => 6.588319795976404) 12 => ([0.05014411862412596, 0.3054741620208905, -0.08071384187976423, 0.13187415921511952, 0.8005774132006463] => 6.58938193295203) 13 => ([0.05014632494099997, 0.30550993190233267, -0.08071676050066658, 0.13187415921512657, 0.8005774132006529] => 6.589464374306722) 14 => ([0.05008571319510491, 0.3055042374701512, -0.0807153011902154, 0.13187415921512305, 0.8005774132006497] => 6.589587508478272) 15 => ([0.050290637989661505, 0.3058636574563648, -0.0807636296420778, 0.13187415921511075, 0.800577413200638] => 6.590031694783239) Test Summary: | Total Time SearchModels.jl | 0 6.5s ===== 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: 179, observed: 1149, best-error: 1.7000000000000004 worst-error: 16.39999999999999 SearchModels iteration 2> population: 16, bsize: 32, queue: 168, observed: 1317, best-error: 0.17000000000000004 worst-error: 3.770000000000001 SearchModels iteration 3> population: 16, bsize: 32, queue: 156, observed: 1473, best-error: 0.03250000000000039 worst-error: 0.52 SearchModels iteration 4> population: 16, bsize: 32, queue: 161, observed: 1634, best-error: 0.03250000000000039 worst-error: 0.203125 SearchModels iteration 5> population: 16, bsize: 32, queue: 176, observed: 1810, best-error: 0.03250000000000039 worst-error: 0.1350390625000002 SearchModels iteration 6> population: 16, bsize: 32, queue: 175, observed: 1985, best-error: 0.012658691406250009 worst-error: 0.0625 SearchModels iteration 7> population: 16, bsize: 32, queue: 157, observed: 2142, best-error: 0.010166168212890592 worst-error: 0.03250000000000039 SearchModels iteration 8> population: 16, bsize: 32, queue: 166, observed: 2308, best-error: 0.010166168212890592 worst-error: 0.019387359619140745 SearchModels iteration 9> population: 16, bsize: 32, queue: 151, observed: 2459, best-error: 0.009384775161743172 worst-error: 0.012658691406250009 SearchModels iteration 10> population: 16, bsize: 32, queue: 164, observed: 2623, best-error: 0.009130869507789614 worst-error: 0.010657663345336918 SearchModels iteration 11> population: 16, bsize: 32, queue: 153, observed: 2776, best-error: 0.009130869507789614 worst-error: 0.009766998479608456 SearchModels iteration 12> population: 16, bsize: 32, queue: 159, observed: 2935, best-error: 0.009130869507789614 worst-error: 0.009451367324363675 SearchModels iteration 13> population: 16, bsize: 32, queue: 167, observed: 3102, best-error: 0.008989890851080427 worst-error: 0.009253325175677674 SearchModels iteration 14> population: 16, bsize: 32, queue: 142, observed: 3244, best-error: 0.008936157263815393 worst-error: 0.009085379242897037 SearchModels iteration 15> population: 16, bsize: 32, queue: 138, observed: 3382, best-error: 0.008936157263815393 worst-error: 0.00901462382158627 SearchModels iteration 16> population: 16, bsize: 32, queue: 160, observed: 3542, best-error: 0.008936157263815393 worst-error: 0.00898884392426282 SearchModels iteration 17> population: 16, bsize: 32, queue: 168, observed: 3710, best-error: 0.008936157263815393 worst-error: 0.008968260239750591 SearchModels iteration 18> population: 16, bsize: 32, queue: 151, observed: 3861, best-error: 0.008936157263815393 worst-error: 0.008948881904347526 SearchModels iteration 19> population: 16, bsize: 32, queue: 126, observed: 3987, best-error: 0.008936157263815393 worst-error: 0.008940511885500949 SearchModels iteration 20> population: 16, bsize: 32, queue: 97, observed: 4084, best-error: 0.008936157263815393 worst-error: 0.008937508704076934 SearchModels iteration 21> population: 16, bsize: 32, queue: 101, observed: 4185, best-error: 0.008936157263815393 worst-error: 0.008936770773489556 SearchModels iteration 22> population: 16, bsize: 32, queue: 77, observed: 4262, best-error: 0.008936157263815393 worst-error: 0.008936367123533266 SearchModels iteration 23> population: 16, bsize: 32, queue: 91, observed: 4353, best-error: 0.008936157263815393 worst-error: 0.008936249429825686 SearchModels> stop by convergence error=(0.90546875, 0.8198555946350097) => 0.008936189852283852, iter=24 (of 300) 1 => ((0.90546875, 0.819873046875) => 0.008936157263815393) 2 => ((0.90546875, 0.8198701858520507) => 0.008936158431606592) 3 => ((0.90546875, 0.8198673248291015) => 0.008936161236488252) 4 => ((0.90546875, 0.8198617458343506) => 0.008936171414688934) 5 => ((0.90546875, 0.8198616027832031) => 0.008936171757522962) 6 => ((0.90546875, 0.8198613166809081) => 0.008936172455469196) 7 => ((0.90546875, 0.8198601722717285) => 0.00893617541096318) 8 => ((0.90546875, 0.8198598861694335) => 0.008936176190763936) 9 => ((0.90546875, 0.8198593139648437) => 0.008936177799478164) 10 => ((0.90546875, 0.8198588848114013) => 0.00893617904898746) 11 => ((0.90546875, 0.8198587417602539) => 0.008936179473676012) 12 => ((0.90546875, 0.819858169555664) => 0.008936181213357477) 13 => ((0.90546875, 0.8198580265045166) => 0.00893618165850966) 14 => ((0.90546875, 0.8198570251464843) => 0.008936184889171264) 15 => ((0.90546875, 0.8198558807373046) => 0.008936188826919525) ===== 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: 161, observed: 1133, best-error: 0.20000000000000115 worst-error: 12.81999999999999 SearchModels iteration 2> population: 16, bsize: 32, queue: 165, observed: 1298, best-error: 0.02000000000000001 worst-error: 2.319999999999999 SearchModels iteration 3> population: 16, bsize: 32, queue: 163, observed: 1461, best-error: 0.02000000000000001 worst-error: 0.3125000000000001 SearchModels iteration 4> population: 16, bsize: 32, queue: 169, observed: 1630, best-error: 0.02000000000000001 worst-error: 0.13551025390624996 SearchModels iteration 5> population: 16, bsize: 32, queue: 168, observed: 1798, best-error: 0.02000000000000001 worst-error: 0.07438003540039052 SearchModels iteration 6> population: 16, bsize: 32, queue: 183, observed: 1981, best-error: 0.02000000000000001 worst-error: 0.05490493774414066 SearchModels iteration 7> population: 16, bsize: 32, queue: 178, observed: 2159, best-error: 0.02000000000000001 worst-error: 0.03310806274414066 SearchModels iteration 8> population: 16, bsize: 32, queue: 175, observed: 2334, best-error: 0.01757859289646147 worst-error: 0.02725711110979317 SearchModels iteration 9> population: 16, bsize: 32, queue: 172, observed: 2506, best-error: 0.016980982460081787 worst-error: 0.020849561544600874 SearchModels iteration 10> population: 16, bsize: 32, queue: 177, observed: 2683, best-error: 0.016980982460081787 worst-error: 0.018044844269752502 SearchModels iteration 11> population: 16, bsize: 32, queue: 182, observed: 2865, best-error: 0.01592032272601501 worst-error: 0.017130745055619647 SearchModels iteration 12> population: 16, bsize: 32, queue: 174, observed: 3039, best-error: 0.014465461517829691 worst-error: 0.01611797657096759 SearchModels iteration 13> population: 16, bsize: 32, queue: 170, observed: 3209, best-error: 0.014465461517829691 worst-error: 0.015527496340218909 SearchModels iteration 14> population: 16, bsize: 32, queue: 159, observed: 3368, best-error: 0.014465461517829691 worst-error: 0.015017145778847411 SearchModels iteration 15> population: 16, bsize: 32, queue: 164, observed: 3532, best-error: 0.014465461517829691 worst-error: 0.014829946106684113 SearchModels iteration 16> population: 16, bsize: 32, queue: 167, observed: 3699, best-error: 0.014448486766923441 worst-error: 0.014672568950481938 SearchModels iteration 17> population: 16, bsize: 32, queue: 171, observed: 3870, best-error: 0.014428777420107508 worst-error: 0.014557670248829663 SearchModels iteration 18> population: 16, bsize: 32, queue: 155, observed: 4025, best-error: 0.01442821105956682 worst-error: 0.014489682440270732 SearchModels iteration 19> population: 16, bsize: 32, queue: 134, observed: 4159, best-error: 0.01442821105956682 worst-error: 0.01444928785352373 SearchModels iteration 20> population: 16, bsize: 32, queue: 122, observed: 4281, best-error: 0.014428152269829297 worst-error: 0.014432111496716965 SearchModels iteration 21> population: 16, bsize: 32, queue: 117, observed: 4398, best-error: 0.014428138736548135 worst-error: 0.014428364291234175 SearchModels iteration 22> population: 16, bsize: 32, queue: 100, observed: 4498, best-error: 0.014428138736548135 worst-error: 0.014428148195293033 SearchModels> stop by convergence error=(0.8798828125, 0.7741961479187012) => 0.014428139301344345, iter=23 (of 300) 1 => ((0.8798828125, 0.7741936683654785) => 0.014428138733819651) 2 => ((0.8798828125, 0.7741935729980469) => 0.014428138736548135) 3 => ((0.8798828125, 0.7741939544677735) => 0.014428138736548135) 4 => ((0.8798828125, 0.7741931915283203) => 0.014428138765651966) 5 => ((0.8798828125, 0.7741943359375001) => 0.014428138765651966) 6 => ((0.8798828125, 0.7741947174072266) => 0.014428138823859626) 7 => ((0.8798828125, 0.7741928100585938) => 0.014428138823859626) 8 => ((0.8798828125, 0.7741948127746583) => 0.014428138842959015) 9 => ((0.8798828125, 0.7741926193237305) => 0.014428138863877393) 10 => ((0.8798828125, 0.7741925239562988) => 0.01442813888661476) 11 => ((0.8798828125, 0.774195384979248) => 0.014428138995754125) 12 => ((0.8798828125, 0.7741954803466797) => 0.01442813902758644) 13 => ((0.8798828125, 0.7741916656494141) => 0.014428139173105592) 14 => ((0.8798828125, 0.7741959571838379) => 0.014428139214032853) 15 => ((0.8798828125, 0.7741914749145509) => 0.014428139256779104) Test Summary: | Total Time SearchModels.jl | 0 2.5s Testing SearchModels tests passed Testing completed after 14.17s PkgEval succeeded after 47.98s