Package evaluation of SearchModels on Julia 1.13.0-DEV.123 (e910e6fb06*) started at 2025-03-01T16:02:54.259 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 7.44s ################################################################################ # 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 v0.18.20 [ffbed154] + DocStringExtensions v0.9.3 [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 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [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 [e37daf67] + LibGit2_jll v1.9.0+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [458c3c95] + OpenSSL_jll v3.0.16+0 [bea87d4a] + SuiteSparse_jll v7.8.3+2 [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 To see why use `status --outdated -m` Installation completed after 1.01s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 22.44s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_6sB3ZF/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_6sB3ZF/Manifest.toml` [34da2185] Compat v4.16.0 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.20 [ffbed154] DocStringExtensions v0.9.3 [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 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [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 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [4536629a] OpenBLAS_jll v0.3.29+0 [458c3c95] OpenSSL_jll v3.0.16+0 [bea87d4a] SuiteSparse_jll v7.8.3+2 [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: 57, observed: 357, best-error: 69461.80543279527 worst-error: 1.9432834846467453e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 59, observed: 416, best-error: 9531.720020385064 worst-error: 89150.78814394574 SearchModels iteration 3> population: 16, bsize: 64, queue: 55, observed: 471, best-error: 1650.3945181394304 worst-error: 15504.640486798455 SearchModels iteration 4> population: 16, bsize: 64, queue: 59, observed: 530, best-error: 192.0289668206702 worst-error: 3050.65919890107 SearchModels iteration 5> population: 16, bsize: 64, queue: 58, observed: 588, best-error: 160.10881800788377 worst-error: 686.0723637174882 SearchModels iteration 6> population: 16, bsize: 64, queue: 57, observed: 645, best-error: 160.10881800788377 worst-error: 275.9281917549027 SearchModels iteration 7> population: 16, bsize: 64, queue: 62, observed: 707, best-error: 160.10881800788377 worst-error: 192.95859246318443 SearchModels iteration 8> population: 16, bsize: 64, queue: 61, observed: 768, best-error: 133.18281370233322 worst-error: 160.50639398376356 SearchModels iteration 9> population: 16, bsize: 64, queue: 57, observed: 825, best-error: 125.36427327351674 worst-error: 145.25746849121379 SearchModels iteration 10> population: 16, bsize: 64, queue: 60, observed: 885, best-error: 125.36427327351674 worst-error: 137.73029028016373 SearchModels iteration 11> population: 16, bsize: 64, queue: 57, observed: 942, best-error: 116.33852290404789 worst-error: 133.35113087293075 SearchModels iteration 12> population: 16, bsize: 64, queue: 54, observed: 996, best-error: 116.33852290404789 worst-error: 126.04236334214525 SearchModels iteration 13> population: 16, bsize: 64, queue: 58, observed: 1054, best-error: 109.02079610975693 worst-error: 122.00644258799599 SearchModels iteration 14> population: 16, bsize: 64, queue: 56, observed: 1110, best-error: 103.49708950958501 worst-error: 116.65096422843177 SearchModels iteration 15> population: 16, bsize: 64, queue: 61, observed: 1171, best-error: 103.49708950958501 worst-error: 112.79638795394956 SearchModels iteration 16> population: 16, bsize: 64, queue: 60, observed: 1231, best-error: 98.93839652802697 worst-error: 108.0163267006708 SearchModels iteration 17> population: 16, bsize: 64, queue: 58, observed: 1289, best-error: 98.35994021190805 worst-error: 104.29474589185689 SearchModels iteration 18> population: 16, bsize: 64, queue: 60, observed: 1349, best-error: 98.35994021190805 worst-error: 102.77775847452689 SearchModels iteration 19> population: 16, bsize: 64, queue: 59, observed: 1408, best-error: 98.35994021190805 worst-error: 100.20565843019074 SearchModels iteration 20> population: 16, bsize: 64, queue: 61, observed: 1469, best-error: 96.16712296246264 worst-error: 99.10099037634593 SearchModels iteration 21> population: 16, bsize: 64, queue: 60, observed: 1529, best-error: 94.50837099104463 worst-error: 98.4424935189487 SearchModels iteration 22> population: 16, bsize: 64, queue: 59, observed: 1588, best-error: 94.50837099104463 worst-error: 96.93132904483315 SearchModels iteration 23> population: 16, bsize: 64, queue: 60, observed: 1648, best-error: 94.50837099104463 worst-error: 96.30776830238946 SearchModels iteration 24> population: 16, bsize: 64, queue: 60, observed: 1708, best-error: 93.59060086028371 worst-error: 95.29750937103917 SearchModels iteration 25> population: 16, bsize: 64, queue: 56, observed: 1764, best-error: 93.38536265263646 worst-error: 94.73849191030496 SearchModels iteration 26> population: 16, bsize: 64, queue: 58, observed: 1822, best-error: 93.26863548828307 worst-error: 94.21673945379787 SearchModels iteration 27> population: 16, bsize: 64, queue: 59, observed: 1881, best-error: 93.05782299240427 worst-error: 93.66726462075921 SearchModels iteration 28> population: 16, bsize: 64, queue: 59, observed: 1940, best-error: 92.92230661765824 worst-error: 93.3396091235772 SearchModels iteration 29> population: 16, bsize: 64, queue: 57, observed: 1997, best-error: 92.57645367769999 worst-error: 93.12393813019594 SearchModels iteration 30> population: 16, bsize: 64, queue: 56, observed: 2053, best-error: 92.57645367769999 worst-error: 92.99988757122252 SearchModels iteration 31> population: 16, bsize: 64, queue: 60, observed: 2113, best-error: 92.57645367769999 worst-error: 92.81285559250655 SearchModels iteration 32> population: 16, bsize: 64, queue: 58, observed: 2171, best-error: 92.47332268991026 worst-error: 92.72278594583607 SearchModels iteration 33> population: 16, bsize: 64, queue: 59, observed: 2230, best-error: 92.31941307445906 worst-error: 92.59844552342172 SearchModels iteration 34> population: 16, bsize: 64, queue: 59, observed: 2289, best-error: 91.79256240562766 worst-error: 92.50767163110638 SearchModels iteration 35> population: 16, bsize: 64, queue: 62, observed: 2351, best-error: 83.13673063155642 worst-error: 91.3132672488345 SearchModels iteration 36> population: 16, bsize: 64, queue: 62, observed: 2413, best-error: 83.13673063155642 worst-error: 83.21616833985068 SearchModels iteration 37> population: 16, bsize: 64, queue: 57, observed: 2470, best-error: 83.0999718711283 worst-error: 83.16379275439829 SearchModels iteration 38> population: 16, bsize: 64, queue: 57, observed: 2527, best-error: 83.0999718711283 worst-error: 83.14622946758398 SearchModels iteration 39> population: 16, bsize: 64, queue: 60, observed: 2587, best-error: 83.07462153892347 worst-error: 83.1202107565044 SearchModels iteration 40> population: 16, bsize: 64, queue: 58, observed: 2645, best-error: 83.07462153892347 worst-error: 83.1003278672398 SearchModels iteration 41> population: 16, bsize: 64, queue: 60, observed: 2705, best-error: 83.04129522201403 worst-error: 83.08705978104929 SearchModels iteration 42> population: 16, bsize: 64, queue: 53, observed: 2758, best-error: 83.04049885786043 worst-error: 83.07476468370389 SearchModels iteration 43> population: 16, bsize: 64, queue: 60, observed: 2818, best-error: 83.03162959605038 worst-error: 83.05744808861641 SearchModels iteration 44> population: 16, bsize: 64, queue: 60, observed: 2878, best-error: 83.03162959605038 worst-error: 83.04239609183722 SearchModels iteration 45> population: 16, bsize: 64, queue: 58, observed: 2936, best-error: 83.02353538979494 worst-error: 83.03557802396061 SearchModels iteration 46> population: 16, bsize: 64, queue: 59, observed: 2995, best-error: 82.98898147306262 worst-error: 83.02846322295571 SearchModels iteration 47> population: 16, bsize: 64, queue: 57, observed: 3052, best-error: 82.98270024777732 worst-error: 83.0247366060825 SearchModels iteration 48> population: 16, bsize: 64, queue: 56, observed: 3108, best-error: 82.98270024777732 worst-error: 83.00628751537772 SearchModels iteration 49> population: 16, bsize: 64, queue: 59, observed: 3167, best-error: 82.95278677618045 worst-error: 82.99296936517672 SearchModels iteration 50> population: 16, bsize: 64, queue: 59, observed: 3226, best-error: 82.95278677618045 worst-error: 82.97318638118071 SearchModels iteration 51> population: 16, bsize: 64, queue: 60, observed: 3286, best-error: 82.94056000318197 worst-error: 82.9634818597715 SearchModels iteration 52> population: 16, bsize: 64, queue: 59, observed: 3345, best-error: 82.91617807074103 worst-error: 82.9497578757385 SearchModels iteration 53> population: 16, bsize: 64, queue: 62, observed: 3407, best-error: 82.90355292208778 worst-error: 82.94304568954037 SearchModels iteration 54> population: 16, bsize: 64, queue: 62, observed: 3469, best-error: 82.90141817407793 worst-error: 82.9310312067149 SearchModels iteration 55> population: 16, bsize: 64, queue: 58, observed: 3527, best-error: 82.88019500083418 worst-error: 82.91344148466126 SearchModels iteration 56> population: 16, bsize: 64, queue: 59, observed: 3586, best-error: 82.84118473598818 worst-error: 82.89959311564677 SearchModels iteration 57> population: 16, bsize: 64, queue: 57, observed: 3643, best-error: 82.84118473598818 worst-error: 82.88047391236964 SearchModels iteration 58> population: 16, bsize: 64, queue: 61, observed: 3704, best-error: 82.8261102796957 worst-error: 82.86733764698936 SearchModels iteration 59> population: 16, bsize: 64, queue: 59, observed: 3763, best-error: 82.82297780932568 worst-error: 82.85230191509645 SearchModels iteration 60> population: 16, bsize: 64, queue: 59, observed: 3822, best-error: 82.82297780932568 worst-error: 82.84279016241943 SearchModels iteration 61> population: 16, bsize: 64, queue: 63, observed: 3885, best-error: 82.80831519997841 worst-error: 82.83485944619822 SearchModels iteration 62> population: 16, bsize: 64, queue: 62, observed: 3947, best-error: 82.78822266547245 worst-error: 82.82320372736885 SearchModels iteration 63> population: 16, bsize: 64, queue: 55, observed: 4002, best-error: 82.78234354645787 worst-error: 82.81468166950212 SearchModels iteration 64> population: 16, bsize: 64, queue: 58, observed: 4060, best-error: 82.75455677890328 worst-error: 82.8051884328619 SearchModels iteration 65> population: 16, bsize: 64, queue: 60, observed: 4120, best-error: 82.75455677890328 worst-error: 82.78551930130142 SearchModels iteration 66> population: 16, bsize: 64, queue: 61, observed: 4181, best-error: 82.75315106368853 worst-error: 82.7704923401615 SearchModels iteration 67> population: 16, bsize: 64, queue: 58, observed: 4239, best-error: 82.73920127038392 worst-error: 82.76077230018632 SearchModels iteration 68> population: 16, bsize: 64, queue: 59, observed: 4298, best-error: 82.72677937827021 worst-error: 82.75374327584888 SearchModels iteration 69> population: 16, bsize: 64, queue: 58, observed: 4356, best-error: 82.72080022662405 worst-error: 82.74286280370055 SearchModels iteration 70> population: 16, bsize: 64, queue: 58, observed: 4414, best-error: 82.68673834582613 worst-error: 82.73001582496602 SearchModels iteration 71> population: 16, bsize: 64, queue: 58, observed: 4472, best-error: 82.68673834582613 worst-error: 82.72080022662405 SearchModels iteration 72> population: 16, bsize: 64, queue: 55, observed: 4527, best-error: 82.65432969737859 worst-error: 82.70148882111407 SearchModels iteration 73> population: 16, bsize: 64, queue: 58, observed: 4585, best-error: 82.65432969737859 worst-error: 82.691678108602 SearchModels iteration 74> population: 16, bsize: 64, queue: 58, observed: 4643, best-error: 82.65432969737859 worst-error: 82.67426963788992 SearchModels iteration 75> population: 16, bsize: 64, queue: 61, observed: 4704, best-error: 82.63992925112966 worst-error: 82.66424922475781 SearchModels iteration 76> population: 16, bsize: 64, queue: 60, observed: 4764, best-error: 82.6293445136492 worst-error: 82.65820865452261 SearchModels iteration 77> population: 16, bsize: 64, queue: 53, observed: 4817, best-error: 82.6293445136492 worst-error: 82.64505022646131 SearchModels iteration 78> population: 16, bsize: 64, queue: 59, observed: 4876, best-error: 82.6265255324732 worst-error: 82.63767805625737 SearchModels iteration 79> population: 16, bsize: 64, queue: 59, observed: 4935, best-error: 82.6265255324732 worst-error: 82.63125782974733 SearchModels iteration 80> population: 16, bsize: 64, queue: 57, observed: 4992, best-error: 82.60002345126017 worst-error: 82.62849493053979 SearchModels iteration 81> population: 16, bsize: 64, queue: 53, observed: 5045, best-error: 82.59161445145016 worst-error: 82.6216004928211 SearchModels iteration 82> population: 16, bsize: 64, queue: 60, observed: 5105, best-error: 82.59060301354113 worst-error: 82.61394571655643 SearchModels iteration 83> population: 16, bsize: 64, queue: 60, observed: 5165, best-error: 82.58080128897103 worst-error: 82.60272147285472 SearchModels iteration 84> population: 16, bsize: 64, queue: 60, observed: 5225, best-error: 82.58080128897103 worst-error: 82.59428193502238 SearchModels iteration 85> population: 16, bsize: 64, queue: 61, observed: 5286, best-error: 82.56732042949086 worst-error: 82.58749985529792 SearchModels iteration 86> population: 16, bsize: 64, queue: 56, observed: 5342, best-error: 82.56732042949086 worst-error: 82.58461219856454 SearchModels iteration 87> population: 16, bsize: 64, queue: 56, observed: 5398, best-error: 82.55823837860827 worst-error: 82.57422124338186 SearchModels iteration 88> population: 16, bsize: 64, queue: 56, observed: 5454, best-error: 82.55823837860827 worst-error: 82.57000512146871 SearchModels iteration 89> population: 16, bsize: 64, queue: 58, observed: 5512, best-error: 82.53978865591972 worst-error: 82.56379128714741 SearchModels iteration 90> population: 16, bsize: 64, queue: 59, observed: 5571, best-error: 82.53978865591972 worst-error: 82.56102711795762 SearchModels iteration 91> population: 16, bsize: 64, queue: 59, observed: 5630, best-error: 82.53978865591972 worst-error: 82.55850085022607 SearchModels iteration 92> population: 16, bsize: 64, queue: 59, observed: 5689, best-error: 82.52122674797276 worst-error: 82.55067741202782 SearchModels iteration 93> population: 16, bsize: 64, queue: 57, observed: 5746, best-error: 82.49378285783922 worst-error: 82.54557254516632 SearchModels iteration 94> population: 16, bsize: 64, queue: 56, observed: 5802, best-error: 82.49378285783922 worst-error: 82.53026248579344 SearchModels iteration 95> population: 16, bsize: 64, queue: 55, observed: 5857, best-error: 82.49378285783922 worst-error: 82.5166863381702 SearchModels iteration 96> population: 16, bsize: 64, queue: 60, observed: 5917, best-error: 82.49378285783922 worst-error: 82.51020086481114 SearchModels iteration 97> population: 16, bsize: 64, queue: 62, observed: 5979, best-error: 82.47774890045721 worst-error: 82.50466391655984 SearchModels iteration 98> population: 16, bsize: 64, queue: 57, observed: 6036, best-error: 82.47774890045721 worst-error: 82.49847550943986 SearchModels iteration 99> population: 16, bsize: 64, queue: 58, observed: 6094, best-error: 82.45902663024346 worst-error: 82.48541254769104 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.7181858014966991, 0.26168557321015484, 0.4052916327637569, 0.539948048650097, 0.8231529041444802] 1 => ([0.34701522962594267, 0.16916617240314286, -0.2504739783323777, 0.5413944849787318, 0.8323432416469845] => 82.43936179587816) 2 => ([0.3445790517431637, 0.16930672009376962, -0.2528987776357296, 0.5413944849427414, 0.8323432416467953] => 82.45902663024346) 3 => ([0.3435147186200569, 0.16793257628125852, -0.2513762631355301, 0.5413944849407026, 0.8323432416467846] => 82.46361470214636) 4 => ([0.34345000196690323, 0.17005763168499932, -0.2522715462369123, 0.5413944849026735, 0.8323432416465847] => 82.46456789823972) 5 => ([0.34357943527321055, 0.16916617240314286, -0.2529787181157015, 0.5413944849787318, 0.8323432416469845] => 82.4671057847951) 6 => ([0.34357943527321055, 0.16749125980509194, -0.2529787181157015, 0.5413944849787318, 0.8323432416469845] => 82.46774926003657) 7 => ([0.3433509666370747, 0.1685213830371708, -0.2528588073957436, 0.5413944849247463, 0.8323432416467007] => 82.46836553886347) 8 => ([0.34345000196690323, 0.16837389275742506, -0.2497738081553587, 0.5413944849026735, 0.8323432416465847] => 82.46995685863354) 9 => ([0.3429333009440389, 0.1684804115553337, -0.2527232504688304, 0.541394484919228, 0.8323432416466717] => 82.47082109985317) 10 => ([0.3423880287591721, 0.16795038284460378, -0.25103275814933224, 0.5413944848966297, 0.8323432416465529] => 82.4724070620428) 11 => ([0.3421985154391862, 0.16843508930129508, -0.2509922503575921, 0.5413944848846782, 0.8323432416464901] => 82.47370419025162) 12 => ([0.34216069848508596, 0.16808556764093352, -0.2519055437566749, 0.5413944848957146, 0.8323432416465482] => 82.47401842098078) 13 => ([0.3423027799889977, 0.16751358028253654, -0.2526239989633092, 0.5413944849293875, 0.8323432416467251] => 82.47549607793613) 14 => ([0.3418586826581681, 0.1679375911360141, -0.2513384445042371, 0.5413944848615542, 0.8323432416463685] => 82.47599690803122) 15 => ([0.342862075657145, 0.16875401268972162, -0.2494697358573926, 0.5413944848826395, 0.8323432416464793] => 82.47645886341397) 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: 168, observed: 1143, best-error: 0.5199999999999968 worst-error: 26.020000000000024 SearchModels iteration 2> population: 16, bsize: 32, queue: 178, observed: 1321, best-error: 0.0031249999999999776 worst-error: 2.5 SearchModels iteration 3> population: 16, bsize: 32, queue: 159, observed: 1480, best-error: 0.0031249999999999776 worst-error: 0.5199999999999968 SearchModels iteration 4> population: 16, bsize: 32, queue: 169, observed: 1649, best-error: 0.0031249999999999776 worst-error: 0.16250000000000098 SearchModels iteration 5> population: 16, bsize: 32, queue: 173, observed: 1822, best-error: 0.0031249999999999776 worst-error: 0.042541503906250305 SearchModels iteration 6> population: 16, bsize: 32, queue: 157, observed: 1979, best-error: 0.0031249999999999776 worst-error: 0.015169382095336914 SearchModels iteration 7> population: 16, bsize: 32, queue: 171, observed: 2150, best-error: 0.002060699462890535 worst-error: 0.005978432297706411 SearchModels iteration 8> population: 16, bsize: 32, queue: 167, observed: 2317, best-error: 0.001438140869140644 worst-error: 0.002939767837524402 SearchModels iteration 9> population: 16, bsize: 32, queue: 171, observed: 2488, best-error: 0.0014022260904311534 worst-error: 0.0020101712667382316 SearchModels iteration 10> population: 16, bsize: 32, queue: 174, observed: 2662, best-error: 0.0013848519697785195 worst-error: 0.0016907241406442244 SearchModels iteration 11> population: 16, bsize: 32, queue: 168, observed: 2830, best-error: 0.0013804173842072896 worst-error: 0.0014828910445885339 SearchModels iteration 12> population: 16, bsize: 32, queue: 174, observed: 3004, best-error: 0.0012411594390869115 worst-error: 0.0013848519697785195 SearchModels iteration 13> population: 16, bsize: 32, queue: 177, observed: 3181, best-error: 0.0012411594390869115 worst-error: 0.0013313814655453284 SearchModels iteration 14> population: 16, bsize: 32, queue: 180, observed: 3361, best-error: 0.0012411594390869115 worst-error: 0.0013009396570003557 SearchModels iteration 15> population: 16, bsize: 32, queue: 167, observed: 3528, best-error: 0.0012411594390869115 worst-error: 0.0012679136206935643 SearchModels iteration 16> population: 16, bsize: 32, queue: 171, observed: 3699, best-error: 0.0012314352783134065 worst-error: 0.0012494762256300862 SearchModels iteration 17> population: 16, bsize: 32, queue: 165, observed: 3864, best-error: 0.0012300211065098578 worst-error: 0.0012381961947403816 SearchModels iteration 18> population: 16, bsize: 32, queue: 164, observed: 4028, best-error: 0.00122390600863095 worst-error: 0.0012313454802422635 SearchModels iteration 19> population: 16, bsize: 32, queue: 146, observed: 4174, best-error: 0.0012231206026869085 worst-error: 0.0012253417411428988 SearchModels iteration 20> population: 16, bsize: 32, queue: 141, observed: 4315, best-error: 0.0012231206026869085 worst-error: 0.0012237500778771514 SearchModels iteration 21> population: 16, bsize: 32, queue: 139, observed: 4454, best-error: 0.0012230749157718913 worst-error: 0.0012233115024668094 SearchModels iteration 22> population: 16, bsize: 32, queue: 101, observed: 4555, best-error: 0.001223073628274695 worst-error: 0.0012231399163802502 SearchModels> stop by convergence error=(1.0349349975585938, 1.07125244140625) => 0.0012230782028274352, iter=23 (of 300) 1 => ((1.0349315643310548, 1.07125244140625) => 0.0012230736188303514) 2 => ((1.034931945800781, 1.07125244140625) => 0.001223073628274695) 3 => ((1.0349319458007813, 1.07125244140625) => 0.0012230736282746954) 4 => ((1.0349311828613281, 1.07125244140625) => 0.00122307373435772) 5 => ((1.0349327087402342, 1.07125244140625) => 0.0012230740220790513) 6 => ((1.0349327087402345, 1.07125244140625) => 0.0012230740220790517) 7 => ((1.034933090209961, 1.07125244140625) => 0.0012230744064393394) 8 => ((1.0349300384521485, 1.07125244140625) => 0.0012230748307686873) 9 => ((1.0349334716796874, 1.07125244140625) => 0.0012230749157718913) 10 => ((1.0349296569824218, 1.07125244140625) => 0.0012230754461815066) 11 => ((1.0349292755126953, 1.07125244140625) => 0.0012230761865653418) 12 => ((1.0349342346191406, 1.07125244140625) => 0.001223076309354318) 13 => ((1.0349342346191408, 1.07125244140625) => 0.001223076309354319) 14 => ((1.0349288940429688, 1.07125244140625) => 0.001223077051920055) 15 => ((1.0349346160888673, 1.07125244140625) => 0.0012230771936044694) ===== 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: 171, observed: 1156, best-error: 1.6 worst-error: 40.82000000000001 SearchModels iteration 2> population: 16, bsize: 32, queue: 157, observed: 1313, best-error: 1.45 worst-error: 4.103124999999996 SearchModels iteration 3> population: 16, bsize: 32, queue: 156, observed: 1469, best-error: 0.3700000000000001 worst-error: 2.0337890625000004 SearchModels iteration 4> population: 16, bsize: 32, queue: 154, observed: 1623, best-error: 0.3700000000000001 worst-error: 1.2324999999999997 SearchModels iteration 5> population: 16, bsize: 32, queue: 143, observed: 1766, best-error: 0.30312500000000003 worst-error: 0.4981249999999997 SearchModels iteration 6> population: 16, bsize: 32, queue: 132, observed: 1898, best-error: 0.30312500000000003 worst-error: 0.3751586914062501 SearchModels iteration 7> population: 16, bsize: 32, queue: 149, observed: 2047, best-error: 0.30312500000000003 worst-error: 0.34535400390624993 SearchModels iteration 8> population: 16, bsize: 32, queue: 143, observed: 2190, best-error: 0.30312500000000003 worst-error: 0.328848734498024 SearchModels iteration 9> population: 16, bsize: 32, queue: 159, observed: 2349, best-error: 0.30312500000000003 worst-error: 0.31939697265625 SearchModels iteration 10> population: 16, bsize: 32, queue: 141, observed: 2490, best-error: 0.30312500000000003 worst-error: 0.31251267209881917 SearchModels iteration 11> population: 16, bsize: 32, queue: 151, observed: 2641, best-error: 0.30312500000000003 worst-error: 0.30903489112854 SearchModels iteration 12> population: 16, bsize: 32, queue: 136, observed: 2777, best-error: 0.30312500000000003 worst-error: 0.3060030370950698 SearchModels iteration 13> population: 16, bsize: 32, queue: 139, observed: 2916, best-error: 0.30312500000000003 worst-error: 0.30447612185264006 SearchModels iteration 14> population: 16, bsize: 32, queue: 128, observed: 3044, best-error: 0.30312500000000003 worst-error: 0.30390649795765057 SearchModels iteration 15> population: 16, bsize: 32, queue: 151, observed: 3195, best-error: 0.30312500000000003 worst-error: 0.3036089420318604 SearchModels iteration 16> population: 16, bsize: 32, queue: 134, observed: 3329, best-error: 0.30312500000000003 worst-error: 0.3033998689056898 SearchModels iteration 17> population: 16, bsize: 32, queue: 118, observed: 3447, best-error: 0.30312500000000003 worst-error: 0.3032883123068902 SearchModels iteration 18> population: 16, bsize: 32, queue: 140, observed: 3587, best-error: 0.30312500000000003 worst-error: 0.30323732854799346 SearchModels iteration 19> population: 16, bsize: 32, queue: 139, observed: 3726, best-error: 0.30312500000000003 worst-error: 0.30318926317618206 SearchModels iteration 20> population: 16, bsize: 32, queue: 128, observed: 3854, best-error: 0.30312500000000003 worst-error: 0.30316215753555303 SearchModels iteration 21> population: 16, bsize: 32, queue: 139, observed: 3993, best-error: 0.30312500000000003 worst-error: 0.3031474804413874 SearchModels iteration 22> population: 16, bsize: 32, queue: 133, observed: 4126, best-error: 0.30312500000000003 worst-error: 0.3031384731816166 SearchModels iteration 23> population: 16, bsize: 32, queue: 108, observed: 4234, best-error: 0.30312500000000003 worst-error: 0.3031334443587258 SearchModels iteration 24> population: 16, bsize: 32, queue: 139, observed: 4373, best-error: 0.30312500000000003 worst-error: 0.30313061788394147 SearchModels iteration 25> population: 16, bsize: 32, queue: 128, observed: 4501, best-error: 0.30312500000000003 worst-error: 0.303128509544768 SearchModels iteration 26> population: 16, bsize: 32, queue: 139, observed: 4640, best-error: 0.30312500000000003 worst-error: 0.30312710848761815 SearchModels iteration 27> population: 16, bsize: 32, queue: 127, observed: 4767, best-error: 0.30312500000000003 worst-error: 0.303126277007888 SearchModels iteration 28> population: 16, bsize: 32, queue: 130, observed: 4897, best-error: 0.30312500000000003 worst-error: 0.3031258773818262 SearchModels iteration 29> population: 16, bsize: 32, queue: 129, observed: 5026, best-error: 0.30312500000000003 worst-error: 0.3031255424597148 SearchModels iteration 30> population: 16, bsize: 32, queue: 124, observed: 5150, best-error: 0.30312500000000003 worst-error: 0.3031253457547451 SearchModels iteration 31> population: 16, bsize: 32, queue: 133, observed: 5283, best-error: 0.30312500000000003 worst-error: 0.30312521815307053 SearchModels> stop by convergence error=(0.45, 0.19999974071979526) => 0.30312512964682503, iter=32 (of 300) 1 => ((0.45, 0.2) => 0.30312500000000003) 2 => ((0.4499999493360519, 0.2) => 0.303125032931778) 3 => ((0.45, 0.19999992847442627) => 0.3031250357632985) 4 => ((0.45, 0.19999991357326508) => 0.3031250432141145) 5 => ((0.44999990463256834, 0.2) => 0.30312506198958095) 6 => ((0.4499998986721039, 0.2) => 0.3031250658639795) 7 => ((0.45, 0.19999985694885256) => 0.30312507152762014) 8 => ((0.45, 0.19999982714653017) => 0.3031250864297228) 9 => ((0.45, 0.19999981820583346) => 0.30312509090038825) 10 => ((0.45, 0.19999979436397552) => 0.3031251028222409) 11 => ((0.4499999493360519, 0.19999985694885256) => 0.30312510445809354) 12 => ((0.4499998986721039, 0.19999991357326508) => 0.30312510907651763) 13 => ((0.4499999493360519, 0.19999982714653017) => 0.3031251193599244) 14 => ((0.4499999493360519, 0.19999981820583346) => 0.3031251238305083) 15 => ((0.4499998092651367, 0.2) => 0.30312512398066244) Test Summary: | Total Time SearchModels.jl | 0 2.2s Testing SearchModels tests passed Testing completed after 20.24s PkgEval succeeded after 72.94s