Package evaluation of SearchModels on Julia 1.13.0-DEV.1184 (441ebf9584*) started at 2025-09-24T02:02:33.987 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.02s ################################################################################ # 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 v4.18.0 [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 v1.2.2 [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 To see why use `status --outdated -m` Installation completed after 1.13s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 22.04s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_0yxQJq/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_0yxQJq/Manifest.toml` [34da2185] Compat v4.18.0 [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 v1.2.2 [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: 58, observed: 358, best-error: 42244.78060602343 worst-error: 1.2394431179322836e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 59, observed: 417, best-error: 34393.678042247106 worst-error: 181042.66424844696 SearchModels iteration 3> population: 16, bsize: 64, queue: 60, observed: 477, best-error: 1181.7965276712368 worst-error: 42244.78060602343 SearchModels iteration 4> population: 16, bsize: 64, queue: 61, observed: 538, best-error: 245.69950880989057 worst-error: 5683.760371346769 SearchModels iteration 5> population: 16, bsize: 64, queue: 55, observed: 593, best-error: 53.258730755456405 worst-error: 572.0042145025143 SearchModels iteration 6> population: 16, bsize: 64, queue: 59, observed: 652, best-error: 53.258730755456405 worst-error: 166.42317600993871 SearchModels iteration 7> population: 16, bsize: 64, queue: 56, observed: 708, best-error: 23.588768709774016 worst-error: 77.9057837010444 SearchModels iteration 8> population: 16, bsize: 64, queue: 62, observed: 770, best-error: 23.588768709774016 worst-error: 46.98390208708789 SearchModels iteration 9> population: 16, bsize: 64, queue: 57, observed: 827, best-error: 23.588768709774016 worst-error: 32.349843168473946 SearchModels iteration 10> population: 16, bsize: 64, queue: 56, observed: 883, best-error: 22.984669213991726 worst-error: 25.627267360561 SearchModels iteration 11> population: 16, bsize: 64, queue: 57, observed: 940, best-error: 22.75818018243893 worst-error: 24.130617318554858 SearchModels iteration 12> population: 16, bsize: 64, queue: 58, observed: 998, best-error: 22.415877187372764 worst-error: 23.093704103281823 SearchModels iteration 13> population: 16, bsize: 64, queue: 59, observed: 1057, best-error: 22.260780593917765 worst-error: 22.66698169201305 SearchModels iteration 14> population: 16, bsize: 64, queue: 60, observed: 1117, best-error: 22.183842124796207 worst-error: 22.50372794544793 SearchModels iteration 15> population: 16, bsize: 64, queue: 56, observed: 1173, best-error: 22.105394678941746 worst-error: 22.304741635426996 SearchModels iteration 16> population: 16, bsize: 64, queue: 57, observed: 1230, best-error: 22.105394678941746 worst-error: 22.23082412539496 SearchModels iteration 17> population: 16, bsize: 64, queue: 60, observed: 1290, best-error: 22.105394678941746 worst-error: 22.16924110515936 SearchModels iteration 18> population: 16, bsize: 64, queue: 61, observed: 1351, best-error: 22.105394678941746 worst-error: 22.13436917220442 SearchModels iteration 19> population: 16, bsize: 64, queue: 59, observed: 1410, best-error: 22.104007631660817 worst-error: 22.115869374840816 SearchModels iteration 20> population: 16, bsize: 64, queue: 60, observed: 1470, best-error: 22.104007631660817 worst-error: 22.10806967148302 SearchModels iteration 21> population: 16, bsize: 64, queue: 58, observed: 1528, best-error: 22.103179688903555 worst-error: 22.10552569816341 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1586, best-error: 22.094610071745112 worst-error: 22.104377300759523 SearchModels iteration 23> population: 16, bsize: 64, queue: 55, observed: 1641, best-error: 22.09256824093288 worst-error: 22.103640181737585 SearchModels iteration 24> population: 16, bsize: 64, queue: 60, observed: 1701, best-error: 22.082574861117457 worst-error: 22.099393505626125 SearchModels iteration 25> population: 16, bsize: 64, queue: 59, observed: 1760, best-error: 22.082574861117457 worst-error: 22.094610071745112 SearchModels iteration 26> population: 16, bsize: 64, queue: 61, observed: 1821, best-error: 22.08239504041539 worst-error: 22.090285603091726 SearchModels iteration 27> population: 16, bsize: 64, queue: 58, observed: 1879, best-error: 22.08228022348172 worst-error: 22.086469539281424 SearchModels iteration 28> population: 16, bsize: 64, queue: 57, observed: 1936, best-error: 22.074724904183082 worst-error: 22.084325243499794 SearchModels iteration 29> population: 16, bsize: 64, queue: 62, observed: 1998, best-error: 22.065054705732816 worst-error: 22.083254261606502 SearchModels iteration 30> population: 16, bsize: 64, queue: 62, observed: 2060, best-error: 22.065054705732816 worst-error: 22.078943410513585 SearchModels iteration 31> population: 16, bsize: 64, queue: 60, observed: 2120, best-error: 22.06413665625298 worst-error: 22.072937305827327 SearchModels iteration 32> population: 16, bsize: 64, queue: 56, observed: 2176, best-error: 22.058586214010305 worst-error: 22.06821122148062 SearchModels iteration 33> population: 16, bsize: 64, queue: 59, observed: 2235, best-error: 22.05386279498329 worst-error: 22.064578740862288 SearchModels iteration 34> population: 16, bsize: 64, queue: 59, observed: 2294, best-error: 22.051409096578144 worst-error: 22.060867921343398 SearchModels iteration 35> population: 16, bsize: 64, queue: 59, observed: 2353, best-error: 22.051409096578144 worst-error: 22.057118823112948 SearchModels iteration 36> population: 16, bsize: 64, queue: 59, observed: 2412, best-error: 22.04193421264063 worst-error: 22.05426117484383 SearchModels iteration 37> population: 16, bsize: 64, queue: 63, observed: 2475, best-error: 22.04193421264063 worst-error: 22.05174379384856 SearchModels iteration 38> population: 16, bsize: 64, queue: 58, observed: 2533, best-error: 22.039117042081962 worst-error: 22.046892183897285 SearchModels iteration 39> population: 16, bsize: 64, queue: 56, observed: 2589, best-error: 22.037591705098382 worst-error: 22.044412418981974 SearchModels iteration 40> population: 16, bsize: 64, queue: 59, observed: 2648, best-error: 22.037591705098382 worst-error: 22.041363007795283 SearchModels iteration 41> population: 16, bsize: 64, queue: 57, observed: 2705, best-error: 22.037591705098382 worst-error: 22.03972678790525 SearchModels iteration 42> population: 16, bsize: 64, queue: 60, observed: 2765, best-error: 22.03054943038314 worst-error: 22.038727644913116 SearchModels iteration 43> population: 16, bsize: 64, queue: 58, observed: 2823, best-error: 22.03054943038314 worst-error: 22.038119115799777 SearchModels iteration 44> population: 16, bsize: 64, queue: 59, observed: 2882, best-error: 22.03054943038314 worst-error: 22.034368884509757 SearchModels iteration 45> population: 16, bsize: 64, queue: 61, observed: 2943, best-error: 22.03054943038314 worst-error: 22.032311823513435 SearchModels iteration 46> population: 16, bsize: 64, queue: 58, observed: 3001, best-error: 22.02367264958573 worst-error: 22.031498821857895 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3059, best-error: 22.018069493656604 worst-error: 22.03082081191789 SearchModels iteration 48> population: 16, bsize: 64, queue: 57, observed: 3116, best-error: 22.01670403908236 worst-error: 22.02721094119639 SearchModels iteration 49> population: 16, bsize: 64, queue: 59, observed: 3175, best-error: 22.01670403908236 worst-error: 22.022637645552464 SearchModels iteration 50> population: 16, bsize: 64, queue: 60, observed: 3235, best-error: 22.01670403908236 worst-error: 22.020413527763885 SearchModels iteration 51> population: 16, bsize: 64, queue: 56, observed: 3291, best-error: 22.011291931336665 worst-error: 22.018863958078843 SearchModels iteration 52> population: 16, bsize: 64, queue: 58, observed: 3349, best-error: 22.011291931336665 worst-error: 22.017760500640225 SearchModels iteration 53> population: 16, bsize: 64, queue: 57, observed: 3406, best-error: 22.007247909603972 worst-error: 22.01527274534586 SearchModels iteration 54> population: 16, bsize: 64, queue: 58, observed: 3464, best-error: 22.000760147272008 worst-error: 22.013759485945428 SearchModels iteration 55> population: 16, bsize: 64, queue: 57, observed: 3521, best-error: 22.000760147272008 worst-error: 22.01078774231823 SearchModels iteration 56> population: 16, bsize: 64, queue: 59, observed: 3580, best-error: 22.000760147272008 worst-error: 22.00593691837831 SearchModels iteration 57> population: 16, bsize: 64, queue: 59, observed: 3639, best-error: 22.000760147272008 worst-error: 22.00460397247202 SearchModels iteration 58> population: 16, bsize: 64, queue: 58, observed: 3697, best-error: 21.997253541482515 worst-error: 22.00329753680147 SearchModels iteration 59> population: 16, bsize: 64, queue: 61, observed: 3758, best-error: 21.997245899957274 worst-error: 22.002058413753137 SearchModels iteration 60> population: 16, bsize: 64, queue: 56, observed: 3814, best-error: 21.997245899957274 worst-error: 21.999577058123823 SearchModels iteration 61> population: 16, bsize: 64, queue: 60, observed: 3874, best-error: 21.997245899957274 worst-error: 21.998143427172682 SearchModels iteration 62> population: 16, bsize: 64, queue: 57, observed: 3931, best-error: 21.99717446621426 worst-error: 21.99753323368336 SearchModels iteration 63> population: 16, bsize: 64, queue: 59, observed: 3990, best-error: 21.99205139487941 worst-error: 21.997246634646068 SearchModels iteration 64> population: 16, bsize: 64, queue: 58, observed: 4048, best-error: 21.986641003636873 worst-error: 21.996979641732512 SearchModels iteration 65> population: 16, bsize: 64, queue: 60, observed: 4108, best-error: 21.986641003636873 worst-error: 21.993298280543353 SearchModels iteration 66> population: 16, bsize: 64, queue: 54, observed: 4162, best-error: 21.986641003636873 worst-error: 21.99050093717689 SearchModels iteration 67> population: 16, bsize: 64, queue: 57, observed: 4219, best-error: 21.983719559287945 worst-error: 21.989050881612997 SearchModels iteration 68> population: 16, bsize: 64, queue: 61, observed: 4280, best-error: 21.98073548832784 worst-error: 21.98795278564346 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4339, best-error: 21.97484730005524 worst-error: 21.98500275465082 SearchModels iteration 70> population: 16, bsize: 64, queue: 59, observed: 4398, best-error: 21.97484730005524 worst-error: 21.98347155823035 SearchModels iteration 71> population: 16, bsize: 64, queue: 61, observed: 4459, best-error: 21.97484730005524 worst-error: 21.979798292420984 SearchModels iteration 72> population: 16, bsize: 64, queue: 58, observed: 4517, best-error: 21.973840943080837 worst-error: 21.97825209142935 SearchModels iteration 73> population: 16, bsize: 64, queue: 58, observed: 4575, best-error: 21.973840943080837 worst-error: 21.976354578689513 SearchModels iteration 74> population: 16, bsize: 64, queue: 56, observed: 4631, best-error: 21.97039133128249 worst-error: 21.97506204234323 SearchModels iteration 75> population: 16, bsize: 64, queue: 56, observed: 4687, best-error: 21.965272208726315 worst-error: 21.974522960380625 SearchModels iteration 76> population: 16, bsize: 64, queue: 61, observed: 4748, best-error: 21.965272208726315 worst-error: 21.972325713200334 SearchModels iteration 77> population: 16, bsize: 64, queue: 57, observed: 4805, best-error: 21.965272208726315 worst-error: 21.969454916668226 SearchModels iteration 78> population: 16, bsize: 64, queue: 58, observed: 4863, best-error: 21.962878033198084 worst-error: 21.966825434681912 SearchModels iteration 79> population: 16, bsize: 64, queue: 60, observed: 4923, best-error: 21.962878033198084 worst-error: 21.965925102605514 SearchModels iteration 80> population: 16, bsize: 64, queue: 59, observed: 4982, best-error: 21.962878033198084 worst-error: 21.965077392588 SearchModels iteration 81> population: 16, bsize: 64, queue: 56, observed: 5038, best-error: 21.959193357153705 worst-error: 21.964075016458324 SearchModels iteration 82> population: 16, bsize: 64, queue: 59, observed: 5097, best-error: 21.95438670672786 worst-error: 21.962760414605143 SearchModels iteration 83> population: 16, bsize: 64, queue: 61, observed: 5158, best-error: 21.954002771880205 worst-error: 21.960044488348515 SearchModels iteration 84> population: 16, bsize: 64, queue: 57, observed: 5215, best-error: 21.949025868650477 worst-error: 21.956029316006706 SearchModels iteration 85> population: 16, bsize: 64, queue: 59, observed: 5274, best-error: 21.949025868650477 worst-error: 21.95400878409807 SearchModels iteration 86> population: 16, bsize: 64, queue: 60, observed: 5334, best-error: 21.947758879204613 worst-error: 21.951615917312534 SearchModels iteration 87> population: 16, bsize: 64, queue: 57, observed: 5391, best-error: 21.947758879204613 worst-error: 21.95037618152437 SearchModels iteration 88> population: 16, bsize: 64, queue: 55, observed: 5446, best-error: 21.944719955665917 worst-error: 21.949502467518208 SearchModels iteration 89> population: 16, bsize: 64, queue: 62, observed: 5508, best-error: 21.944609576060813 worst-error: 21.94839643256712 SearchModels iteration 90> population: 16, bsize: 64, queue: 59, observed: 5567, best-error: 21.94335038885382 worst-error: 21.945897534720114 SearchModels iteration 91> population: 16, bsize: 64, queue: 59, observed: 5626, best-error: 21.94335038885382 worst-error: 21.944801983590228 SearchModels iteration 92> population: 16, bsize: 64, queue: 54, observed: 5680, best-error: 21.94003503121838 worst-error: 21.943999808637702 SearchModels iteration 93> population: 16, bsize: 64, queue: 59, observed: 5739, best-error: 21.94003503121838 worst-error: 21.94368904572346 SearchModels iteration 94> population: 16, bsize: 64, queue: 57, observed: 5796, best-error: 21.939243902807345 worst-error: 21.942637165442513 SearchModels iteration 95> population: 16, bsize: 64, queue: 56, observed: 5852, best-error: 21.938209239232343 worst-error: 21.941678801746704 SearchModels iteration 96> population: 16, bsize: 64, queue: 55, observed: 5907, best-error: 21.937609514413026 worst-error: 21.94044257605995 SearchModels iteration 97> population: 16, bsize: 64, queue: 57, observed: 5964, best-error: 21.93487489707721 worst-error: 21.93875968584666 SearchModels iteration 98> population: 16, bsize: 64, queue: 56, observed: 6020, best-error: 21.930576111505783 worst-error: 21.937742398137527 SearchModels iteration 99> population: 16, bsize: 64, queue: 55, observed: 6075, best-error: 21.930576111505783 worst-error: 21.935799109388476 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.46706755627139107, 0.6055176084500227, 0.4260575666247397, 0.5065007249105545, 0.4176886086494337] 1 => ([0.11463133626339841, -0.030289509133999373, 0.11755769802413057, 0.5172573623177945, 0.42205043829905775] => 21.92988685782728) 2 => ([0.11452977421172866, -0.03032287459970134, 0.11775550884734073, 0.5172573623184656, 0.42205043829903355] => 21.930576111505783) 3 => ([0.11452977421172866, -0.03002264811851618, 0.11775550884734073, 0.5172573623184656, 0.42205043829903355] => 21.930902392587317) 4 => ([0.11452977421172866, -0.030019645853704324, 0.11775550884734073, 0.5172573623184656, 0.42205043829903355] => 21.93090568604724) 5 => ([0.11421533655919826, -0.030007709812551825, 0.11703358203945927, 0.5172573623157437, 0.4220504382991318] => 21.931576284671863) 6 => ([0.11405491856893335, -0.030317931879017636, 0.11754890288025321, 0.5172573623177021, 0.4220504382990611] => 21.931965999327865) 7 => ([0.11405491856893335, -0.030166317506019127, 0.11754890288025321, 0.5172573623177021, 0.4220504382990611] => 21.932130063164035) 8 => ([0.11451164539531886, -0.030634511917176692, 0.11833266175603847, 0.5172573623153037, 0.4220504382991477] => 21.932247622170788) 9 => ([0.11386936177156175, -0.030555276126031337, 0.11743143779495484, 0.5172573623160197, 0.4220504382991218] => 21.93227171487959) 10 => ([0.11399507581090518, -0.030472870721992153, 0.11773064192390367, 0.517257362315781, 0.42205043829913047] => 21.9323241503249) 11 => ([0.11379547511995075, -0.030390371425403753, 0.11728690544257014, 0.517257362317884, 0.42205043829905453] => 21.93264597088167) 12 => ([0.11378641071174586, -0.03054619008414143, 0.11757548189691902, 0.517257362316303, 0.4220504382991116] => 21.932746163699964) 13 => ([0.11379547511995075, -0.030238757052405245, 0.11728690544257014, 0.517257362317884, 0.42205043829905453] => 21.932809295204123) 14 => ([0.11385300324472863, -0.030282896458526963, 0.11759410041335634, 0.5172573623174515, 0.4220504382990702] => 21.932809725089115) 15 => ([0.11400400896666854, -0.030462010525588033, 0.11794517989008452, 0.5172573623165491, 0.4220504382991027] => 21.932835275452963) Test Summary: | Total Time SearchModels.jl | 0 5.8s ===== 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: 162, observed: 1136, best-error: 0.39999999999999797 worst-error: 17.800000000000008 SearchModels iteration 2> population: 16, bsize: 32, queue: 149, observed: 1285, best-error: 0.39999999999999797 worst-error: 2.3481249999999996 SearchModels iteration 3> population: 16, bsize: 32, queue: 155, observed: 1440, best-error: 0.02312500000000009 worst-error: 0.8000000000000003 SearchModels iteration 4> population: 16, bsize: 32, queue: 163, observed: 1603, best-error: 0.023125000000000034 worst-error: 0.2825000000000009 SearchModels iteration 5> population: 16, bsize: 32, queue: 164, observed: 1767, best-error: 0.023125000000000034 worst-error: 0.11976806640625008 SearchModels iteration 6> population: 16, bsize: 32, queue: 161, observed: 1928, best-error: 0.023125000000000034 worst-error: 0.06549072265625 SearchModels iteration 7> population: 16, bsize: 32, queue: 161, observed: 2089, best-error: 0.023125000000000034 worst-error: 0.043053598403930526 SearchModels iteration 8> population: 16, bsize: 32, queue: 174, observed: 2263, best-error: 0.023125000000000034 worst-error: 0.035012359619140725 SearchModels iteration 9> population: 16, bsize: 32, queue: 173, observed: 2436, best-error: 0.023125000000000034 worst-error: 0.029203033447265665 SearchModels iteration 10> population: 16, bsize: 32, queue: 155, observed: 2591, best-error: 0.023125000000000034 worst-error: 0.025785684585571213 SearchModels iteration 11> population: 16, bsize: 32, queue: 147, observed: 2738, best-error: 0.023125000000000034 worst-error: 0.024429973401129283 SearchModels iteration 12> population: 16, bsize: 32, queue: 154, observed: 2892, best-error: 0.022822875976562476 worst-error: 0.02375283241271981 SearchModels iteration 13> population: 16, bsize: 32, queue: 125, observed: 3017, best-error: 0.02250015258789063 worst-error: 0.023264520801603794 SearchModels iteration 14> population: 16, bsize: 32, queue: 146, observed: 3163, best-error: 0.02250015258789063 worst-error: 0.022787228630340904 SearchModels iteration 15> population: 16, bsize: 32, queue: 97, observed: 3260, best-error: 0.02250015258789063 worst-error: 0.022558869943168233 SearchModels iteration 16> population: 16, bsize: 32, queue: 88, observed: 3348, best-error: 0.022500078827142722 worst-error: 0.022504408359527592 SearchModels iteration 17> population: 16, bsize: 32, queue: 87, observed: 3435, best-error: 0.022500000037252908 worst-error: 0.022500308491289624 SearchModels iteration 18> population: 16, bsize: 32, queue: 79, observed: 3514, best-error: 0.022500000037252908 worst-error: 0.02250002057291568 SearchModels> stop by convergence error=(0.85, 0.7225036621093751) => 0.022500001341104515, iter=19 (of 300) 1 => ((0.85, 0.7224998474121095) => 0.022500000002328314) 2 => ((0.85, 0.7224998474121094) => 0.022500000002328314) 3 => ((0.85, 0.7225006103515625) => 0.022500000037252908) 4 => ((0.85, 0.7224990844726563) => 0.022500000083819038) 5 => ((0.85, 0.7225013732910156) => 0.022500000188592828) 6 => ((0.85, 0.7225013732910157) => 0.022500000188592828) 7 => ((0.85, 0.7224983215332033) => 0.022500000281725083) 8 => ((0.85, 0.7224983215332031) => 0.022500000281725083) 9 => ((0.85, 0.7225021362304688) => 0.022500000456348066) 10 => ((0.85, 0.7224975585937501) => 0.022500000596046454) 11 => ((0.85, 0.72249755859375) => 0.022500000596046454) 12 => ((0.85, 0.7225028991699219) => 0.02250000084051863) 13 => ((0.85, 0.7225028991699218) => 0.02250000084051863) 14 => ((0.85, 0.7224967956542969) => 0.022500001026783144) 15 => ((0.85, 0.722503662109375) => 0.022500001341104515) ===== 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: 170, observed: 1143, best-error: 0.0 worst-error: 29.200000000000014 SearchModels iteration 2> population: 16, bsize: 32, queue: 163, observed: 1306, best-error: 0.0 worst-error: 1.3000000000000012 SearchModels iteration 3> population: 16, bsize: 32, queue: 165, observed: 1471, best-error: 0.0 worst-error: 0.24999999999999936 SearchModels iteration 4> population: 16, bsize: 32, queue: 176, observed: 1647, best-error: 0.0 worst-error: 0.016601562500000028 SearchModels iteration 5> population: 16, bsize: 32, queue: 159, observed: 1806, best-error: 0.0 worst-error: 0.001604003906250036 SearchModels iteration 6> population: 16, bsize: 32, queue: 145, observed: 1951, best-error: 0.0 worst-error: 0.00015869140625000068 SearchModels iteration 7> population: 16, bsize: 32, queue: 139, observed: 2090, best-error: 0.0 worst-error: 2.2020936012263773e-5 SearchModels iteration 8> population: 16, bsize: 32, queue: 136, observed: 2226, best-error: 0.0 worst-error: 2.4420022964478496e-6 SearchModels iteration 9> population: 16, bsize: 32, queue: 133, observed: 2359, best-error: 0.0 worst-error: 6.103888154029034e-7 SearchModels iteration 10> population: 16, bsize: 32, queue: 135, observed: 2494, best-error: 0.0 worst-error: 1.525902189313402e-7 SearchModels iteration 11> population: 16, bsize: 32, queue: 130, observed: 2624, best-error: 0.0 worst-error: 3.814711817537738e-8 SearchModels> stop by convergence error=(1.00009765625, 1.0001953124999998) => 9.536752258992187e-9, iter=12 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.9999999999999999, 0.9999999999999998) => 1.232595164407831e-32) 3 => ((1.0, 0.9999999999999999) => 1.232595164407831e-30) 4 => ((0.9999999999999999, 0.9999999999999999) => 1.2449211160519093e-30) 5 => ((1.0, 0.9999999999999998) => 4.930380657631324e-30) 6 => ((0.9999999999999999, 1.0) => 4.942706609275402e-30) 7 => ((1.0000488281249997, 1.00009765625) => 2.3841863594235553e-9) 8 => ((1.0000488281249997, 1.0000976562499997) => 2.3841863594236612e-9) 9 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 10 => ((0.999951171875, 0.9999023437499999) => 2.384186359445557e-9) 11 => ((1.000048828125, 1.0000976562499997) => 2.384186359445557e-9) 12 => ((0.9999511718749999, 0.99990234375) => 2.3841863594562406e-9) 13 => ((0.9999511718749999, 0.9999023437499999) => 2.3841863594562935e-9) 14 => ((0.9999511718749998, 0.9999023437499999) => 2.3841863594670295e-9) 15 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 21.02s PkgEval succeeded after 64.24s