Package evaluation of SearchModels on Julia 1.13.0-DEV.1216 (bcb9a929e5*) started at 2025-09-28T14:13:14.151 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.06s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 1.15s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 22.6s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_E0lEga/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_E0lEga/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: 56, observed: 356, best-error: 9771.890860835912 worst-error: 646073.7796383222 SearchModels iteration 2> population: 16, bsize: 64, queue: 58, observed: 414, best-error: 600.0961041958818 worst-error: 98678.89096124614 SearchModels iteration 3> population: 16, bsize: 64, queue: 57, observed: 471, best-error: 600.0961041958818 worst-error: 20376.50006261238 SearchModels iteration 4> population: 16, bsize: 64, queue: 58, observed: 529, best-error: 45.08527114394766 worst-error: 4101.447107041769 SearchModels iteration 5> population: 16, bsize: 64, queue: 55, observed: 584, best-error: 45.08527114394766 worst-error: 658.4845990832066 SearchModels iteration 6> population: 16, bsize: 64, queue: 60, observed: 644, best-error: 42.9028754718392 worst-error: 271.0783983536805 SearchModels iteration 7> population: 16, bsize: 64, queue: 61, observed: 705, best-error: 42.9028754718392 worst-error: 109.07512726329705 SearchModels iteration 8> population: 16, bsize: 64, queue: 57, observed: 762, best-error: 27.824642461080398 worst-error: 61.24074277400357 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 820, best-error: 27.824642461080398 worst-error: 38.21115522646513 SearchModels iteration 10> population: 16, bsize: 64, queue: 57, observed: 877, best-error: 27.68878854800049 worst-error: 31.529637988579317 SearchModels iteration 11> population: 16, bsize: 64, queue: 57, observed: 934, best-error: 25.872890981056692 worst-error: 28.75480000899135 SearchModels iteration 12> population: 16, bsize: 64, queue: 61, observed: 995, best-error: 24.208029968389212 worst-error: 27.75795968375448 SearchModels iteration 13> population: 16, bsize: 64, queue: 59, observed: 1054, best-error: 24.208029968389212 worst-error: 26.478440600501838 SearchModels iteration 14> population: 16, bsize: 64, queue: 61, observed: 1115, best-error: 23.659190506499186 worst-error: 25.69903877069003 SearchModels iteration 15> population: 16, bsize: 64, queue: 61, observed: 1176, best-error: 23.659190506499186 worst-error: 24.912525011632667 SearchModels iteration 16> population: 16, bsize: 64, queue: 62, observed: 1238, best-error: 23.510458695235375 worst-error: 24.37603339358052 SearchModels iteration 17> population: 16, bsize: 64, queue: 60, observed: 1298, best-error: 23.510458695235375 worst-error: 23.92875996863009 SearchModels iteration 18> population: 16, bsize: 64, queue: 52, observed: 1350, best-error: 22.884798320615417 worst-error: 23.770161265704235 SearchModels iteration 19> population: 16, bsize: 64, queue: 59, observed: 1409, best-error: 22.580263794986642 worst-error: 23.61315551786631 SearchModels iteration 20> population: 16, bsize: 64, queue: 60, observed: 1469, best-error: 22.318788057344577 worst-error: 23.191515103628465 SearchModels iteration 21> population: 16, bsize: 64, queue: 60, observed: 1529, best-error: 22.018667061869973 worst-error: 22.742958080956896 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1587, best-error: 21.8367898673427 worst-error: 22.524083707321797 SearchModels iteration 23> population: 16, bsize: 64, queue: 60, observed: 1647, best-error: 21.8367898673427 worst-error: 22.1973550063506 SearchModels iteration 24> population: 16, bsize: 64, queue: 59, observed: 1706, best-error: 21.50046920487396 worst-error: 22.025305441136496 SearchModels iteration 25> population: 16, bsize: 64, queue: 62, observed: 1768, best-error: 21.50046920487396 worst-error: 21.825300914376896 SearchModels iteration 26> population: 16, bsize: 64, queue: 55, observed: 1823, best-error: 21.37781858648886 worst-error: 21.647697411693887 SearchModels iteration 27> population: 16, bsize: 64, queue: 59, observed: 1882, best-error: 21.26251462997035 worst-error: 21.55380394270701 SearchModels iteration 28> population: 16, bsize: 64, queue: 60, observed: 1942, best-error: 21.126790556176854 worst-error: 21.433315403955316 SearchModels iteration 29> population: 16, bsize: 64, queue: 62, observed: 2004, best-error: 21.066706093687692 worst-error: 21.338828825687973 SearchModels iteration 30> population: 16, bsize: 64, queue: 58, observed: 2062, best-error: 21.02691674467428 worst-error: 21.23903579799848 SearchModels iteration 31> population: 16, bsize: 64, queue: 60, observed: 2122, best-error: 20.97574880137282 worst-error: 21.156415465611165 SearchModels iteration 32> population: 16, bsize: 64, queue: 61, observed: 2183, best-error: 20.97574880137282 worst-error: 21.107122039281343 SearchModels iteration 33> population: 16, bsize: 64, queue: 58, observed: 2241, best-error: 20.97574880137282 worst-error: 21.055967746067733 SearchModels iteration 34> population: 16, bsize: 64, queue: 57, observed: 2298, best-error: 20.83289279102021 worst-error: 20.99781935183965 SearchModels iteration 35> population: 16, bsize: 64, queue: 59, observed: 2357, best-error: 20.661541073273362 worst-error: 20.905966698270678 SearchModels iteration 36> population: 16, bsize: 64, queue: 59, observed: 2416, best-error: 20.61765864747236 worst-error: 20.83289279102021 SearchModels iteration 37> population: 16, bsize: 64, queue: 56, observed: 2472, best-error: 20.511419946783313 worst-error: 20.73920435754165 SearchModels iteration 38> population: 16, bsize: 64, queue: 60, observed: 2532, best-error: 20.428273073923194 worst-error: 20.66464828264196 SearchModels iteration 39> population: 16, bsize: 64, queue: 58, observed: 2590, best-error: 20.281560236581146 worst-error: 20.59346906305097 SearchModels iteration 40> population: 16, bsize: 64, queue: 62, observed: 2652, best-error: 20.281560236581146 worst-error: 20.511419946783313 SearchModels iteration 41> population: 16, bsize: 64, queue: 57, observed: 2709, best-error: 20.281560236581146 worst-error: 20.42764229822182 SearchModels iteration 42> population: 16, bsize: 64, queue: 56, observed: 2765, best-error: 20.230676852002322 worst-error: 20.35643567531992 SearchModels iteration 43> population: 16, bsize: 64, queue: 62, observed: 2827, best-error: 20.20060385291546 worst-error: 20.303460604840602 SearchModels iteration 44> population: 16, bsize: 64, queue: 59, observed: 2886, best-error: 20.179470368308298 worst-error: 20.25005662291223 SearchModels iteration 45> population: 16, bsize: 64, queue: 59, observed: 2945, best-error: 20.09857099269104 worst-error: 20.20645704152153 SearchModels iteration 46> population: 16, bsize: 64, queue: 52, observed: 2997, best-error: 20.09857099269104 worst-error: 20.1843379824977 SearchModels iteration 47> population: 16, bsize: 64, queue: 55, observed: 3052, best-error: 20.09857099269104 worst-error: 20.15454800856661 SearchModels iteration 48> population: 16, bsize: 64, queue: 58, observed: 3110, best-error: 20.047191163254848 worst-error: 20.12824676359298 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3168, best-error: 20.047191163254848 worst-error: 20.102231934697144 SearchModels iteration 50> population: 16, bsize: 64, queue: 57, observed: 3225, best-error: 20.013976838677657 worst-error: 20.074165396896188 SearchModels iteration 51> population: 16, bsize: 64, queue: 59, observed: 3284, best-error: 20.013976838677657 worst-error: 20.057802258231774 SearchModels iteration 52> population: 16, bsize: 64, queue: 58, observed: 3342, best-error: 19.97591462276957 worst-error: 20.037968372902416 SearchModels iteration 53> population: 16, bsize: 64, queue: 60, observed: 3402, best-error: 19.97591462276957 worst-error: 20.026888425362298 SearchModels iteration 54> population: 16, bsize: 64, queue: 56, observed: 3458, best-error: 19.97591462276957 worst-error: 20.01292671483387 SearchModels iteration 55> population: 16, bsize: 64, queue: 60, observed: 3518, best-error: 19.93929597403143 worst-error: 19.998983218040255 SearchModels iteration 56> population: 16, bsize: 64, queue: 60, observed: 3578, best-error: 19.91614002968466 worst-error: 19.981953456127243 SearchModels iteration 57> population: 16, bsize: 64, queue: 61, observed: 3639, best-error: 19.863162017859995 worst-error: 19.953492458490658 SearchModels iteration 58> population: 16, bsize: 64, queue: 62, observed: 3701, best-error: 19.863162017859995 worst-error: 19.92578872554483 SearchModels iteration 59> population: 16, bsize: 64, queue: 56, observed: 3757, best-error: 19.86125689934867 worst-error: 19.89967940714143 SearchModels iteration 60> population: 16, bsize: 64, queue: 60, observed: 3817, best-error: 19.859314184559743 worst-error: 19.884777842069887 SearchModels iteration 61> population: 16, bsize: 64, queue: 54, observed: 3871, best-error: 19.8512882371617 worst-error: 19.868953513301477 SearchModels iteration 62> population: 16, bsize: 64, queue: 58, observed: 3929, best-error: 19.823311362715796 worst-error: 19.859733279001368 SearchModels iteration 63> population: 16, bsize: 64, queue: 60, observed: 3989, best-error: 19.823311362715796 worst-error: 19.853676868042175 SearchModels iteration 64> population: 16, bsize: 64, queue: 61, observed: 4050, best-error: 19.815398753107353 worst-error: 19.84435802804966 SearchModels iteration 65> population: 16, bsize: 64, queue: 57, observed: 4107, best-error: 19.815398753107353 worst-error: 19.833272913082215 SearchModels iteration 66> population: 16, bsize: 64, queue: 58, observed: 4165, best-error: 19.80546087343639 worst-error: 19.823048709776316 SearchModels iteration 67> population: 16, bsize: 64, queue: 59, observed: 4224, best-error: 19.796034650319783 worst-error: 19.814127470077565 SearchModels iteration 68> population: 16, bsize: 64, queue: 61, observed: 4285, best-error: 19.772610665397664 worst-error: 19.804385167620282 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4344, best-error: 19.76658709002972 worst-error: 19.787529789393346 SearchModels iteration 70> population: 16, bsize: 64, queue: 59, observed: 4403, best-error: 19.74442394478103 worst-error: 19.773449436848267 SearchModels iteration 71> population: 16, bsize: 64, queue: 54, observed: 4457, best-error: 19.73857505816561 worst-error: 19.760076970660958 SearchModels iteration 72> population: 16, bsize: 64, queue: 58, observed: 4515, best-error: 19.707938140193377 worst-error: 19.748054770385608 SearchModels iteration 73> population: 16, bsize: 64, queue: 58, observed: 4573, best-error: 19.707938140193377 worst-error: 19.74078692097588 SearchModels iteration 74> population: 16, bsize: 64, queue: 56, observed: 4629, best-error: 19.707938140193377 worst-error: 19.731518202215106 SearchModels iteration 75> population: 16, bsize: 64, queue: 59, observed: 4688, best-error: 19.707938140193377 worst-error: 19.72457697966751 SearchModels iteration 76> population: 16, bsize: 64, queue: 58, observed: 4746, best-error: 19.68106817678468 worst-error: 19.715747554060762 SearchModels iteration 77> population: 16, bsize: 64, queue: 56, observed: 4802, best-error: 19.66567893191038 worst-error: 19.69920844695668 SearchModels iteration 78> population: 16, bsize: 64, queue: 56, observed: 4858, best-error: 19.66167115414338 worst-error: 19.68769523550341 SearchModels iteration 79> population: 16, bsize: 64, queue: 60, observed: 4918, best-error: 19.65421829869834 worst-error: 19.674987142023788 SearchModels iteration 80> population: 16, bsize: 64, queue: 58, observed: 4976, best-error: 19.65147123488194 worst-error: 19.66399400794257 SearchModels iteration 81> population: 16, bsize: 64, queue: 57, observed: 5033, best-error: 19.628313514837895 worst-error: 19.658412928061647 SearchModels iteration 82> population: 16, bsize: 64, queue: 58, observed: 5091, best-error: 19.628313514837895 worst-error: 19.65286368883494 SearchModels iteration 83> population: 16, bsize: 64, queue: 58, observed: 5149, best-error: 19.60261592057018 worst-error: 19.638595770453545 SearchModels iteration 84> population: 16, bsize: 64, queue: 54, observed: 5203, best-error: 19.60261592057018 worst-error: 19.62852994162076 SearchModels iteration 85> population: 16, bsize: 64, queue: 55, observed: 5258, best-error: 19.60261592057018 worst-error: 19.617595855657836 SearchModels iteration 86> population: 16, bsize: 64, queue: 55, observed: 5313, best-error: 19.5877249617951 worst-error: 19.608177335823342 SearchModels iteration 87> population: 16, bsize: 64, queue: 59, observed: 5372, best-error: 19.5877249617951 worst-error: 19.60356914114277 SearchModels iteration 88> population: 16, bsize: 64, queue: 58, observed: 5430, best-error: 19.57443926630683 worst-error: 19.59525370604604 SearchModels iteration 89> population: 16, bsize: 64, queue: 61, observed: 5491, best-error: 19.55810073920041 worst-error: 19.588470444486838 SearchModels iteration 90> population: 16, bsize: 64, queue: 59, observed: 5550, best-error: 19.551957221922713 worst-error: 19.577166620283872 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5608, best-error: 19.533168344373575 worst-error: 19.562106177572577 SearchModels iteration 92> population: 16, bsize: 64, queue: 60, observed: 5668, best-error: 19.533168344373575 worst-error: 19.55175495800132 SearchModels iteration 93> population: 16, bsize: 64, queue: 59, observed: 5727, best-error: 19.512193493248827 worst-error: 19.54529803004519 SearchModels iteration 94> population: 16, bsize: 64, queue: 59, observed: 5786, best-error: 19.512193493248827 worst-error: 19.54087731323256 SearchModels iteration 95> population: 16, bsize: 64, queue: 60, observed: 5846, best-error: 19.512193493248827 worst-error: 19.533090037624213 SearchModels iteration 96> population: 16, bsize: 64, queue: 59, observed: 5905, best-error: 19.500694902899344 worst-error: 19.52523228958259 SearchModels iteration 97> population: 16, bsize: 64, queue: 60, observed: 5965, best-error: 19.500694902899344 worst-error: 19.51682424730572 SearchModels iteration 98> population: 16, bsize: 64, queue: 60, observed: 6025, best-error: 19.500694902899344 worst-error: 19.509779763305797 SearchModels iteration 99> population: 16, bsize: 64, queue: 55, observed: 6080, best-error: 19.49020724299659 worst-error: 19.504335403529254 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.8609578687108361, 0.8928784570753908, 0.39564692178155314, 0.7014223402532732, 0.321460752943462] 1 => ([0.9332426717802718, -0.4804818687779098, 0.19053422865677952, 0.7239356104818169, 0.32431731189318647] => 19.484374032877955) 2 => ([0.9283402295845044, -0.4844947682579992, 0.1893696753252383, 0.7239356104818169, 0.32431731189318647] => 19.49020724299659) 3 => ([0.9243520825247062, -0.4767539301070314, 0.18827318730090364, 0.7239356104818169, 0.32431731189318647] => 19.492490823324093) 4 => ([0.9237891627619417, -0.4789512701848202, 0.18877785323516696, 0.7239356104818169, 0.32431731189318647] => 19.494639628698103) 5 => ([0.9237891627619417, -0.48014773215409584, 0.18925534481495412, 0.7239356104818169, 0.32431731189318647] => 19.49621975818551) 6 => ([0.9212736129304315, -0.4730767481308008, 0.1884935732014088, 0.7239356104818169, 0.32431731189318647] => 19.498157662093565) 7 => ([0.9212736129304315, -0.4742732101000764, 0.18897106478119596, 0.7239356104818169, 0.32431731189318647] => 19.498629791365424) 8 => ([0.9209468358863693, -0.4745272335999939, 0.18856432563378894, 0.7239356104818169, 0.32431731189318647] => 19.499086367688047) 9 => ([0.9212736129304315, -0.4754696720693521, 0.18944855636098312, 0.7239356104818169, 0.32431731189318647] => 19.500128602921976) 10 => ([0.9221832903959549, -0.477140404305538, 0.1898104471262486, 0.7239356104818169, 0.32431731189318647] => 19.500330613050735) 11 => ([0.920850362608171, -0.47784735244471443, 0.18871949496852214, 0.7239356104818169, 0.32431731189318647] => 19.500401774989914) 12 => ([0.9203639354649081, -0.47140601589461484, 0.18813168243614334, 0.7239356104818169, 0.32431731189318647] => 19.500461788645495) 13 => ([0.9203639354649081, -0.4750327912389817, 0.18859932882871838, 0.7239356104818169, 0.32431731189318647] => 19.500463612527223) 14 => ([0.9209468358863693, -0.4787709346472685, 0.18878830364286436, 0.7239356104818169, 0.32431731189318647] => 19.500670424605055) 15 => ([0.9203639354649081, -0.4737989398331662, 0.18908666559571766, 0.7239356104818169, 0.32431731189318647] => 19.500694902899344) Test Summary: | Total Time SearchModels.jl | 0 5.9s ===== 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: 169, observed: 1140, best-error: 0.0 worst-error: 15.699999999999976 SearchModels iteration 2> population: 16, bsize: 32, queue: 165, observed: 1305, best-error: 0.0 worst-error: 3.5731249999999997 SearchModels iteration 3> population: 16, bsize: 32, queue: 161, observed: 1466, best-error: 0.0 worst-error: 0.6837890624999999 SearchModels iteration 4> population: 16, bsize: 32, queue: 165, observed: 1631, best-error: 0.0 worst-error: 0.36816406249999944 SearchModels iteration 5> population: 16, bsize: 32, queue: 172, observed: 1803, best-error: 0.0 worst-error: 0.10847656249999982 SearchModels iteration 6> population: 16, bsize: 32, queue: 179, observed: 1982, best-error: 0.0 worst-error: 0.06051025390624981 SearchModels iteration 7> population: 16, bsize: 32, queue: 156, observed: 2138, best-error: 0.0 worst-error: 0.01255738258361825 SearchModels iteration 8> population: 16, bsize: 32, queue: 171, observed: 2309, best-error: 0.0 worst-error: 0.004116363525390527 SearchModels iteration 9> population: 16, bsize: 32, queue: 170, observed: 2479, best-error: 0.0 worst-error: 0.001408691406249994 SearchModels iteration 10> population: 16, bsize: 32, queue: 168, observed: 2647, best-error: 0.0 worst-error: 0.00048768043518065984 SearchModels iteration 11> population: 16, bsize: 32, queue: 166, observed: 2813, best-error: 0.0 worst-error: 0.000135965347290029 SearchModels iteration 12> population: 16, bsize: 32, queue: 159, observed: 2972, best-error: 0.0 worst-error: 7.189810276031348e-5 SearchModels iteration 13> population: 16, bsize: 32, queue: 164, observed: 3136, best-error: 0.0 worst-error: 3.264311701059557e-5 SearchModels iteration 14> population: 16, bsize: 32, queue: 179, observed: 3315, best-error: 0.0 worst-error: 1.3183767305237139e-5 SearchModels iteration 15> population: 16, bsize: 32, queue: 170, observed: 3485, best-error: 0.0 worst-error: 4.049457803035359e-6 SearchModels iteration 16> population: 16, bsize: 32, queue: 172, observed: 3657, best-error: 0.0 worst-error: 1.4874951926907559e-6 SearchModels iteration 17> population: 16, bsize: 32, queue: 166, observed: 3823, best-error: 0.0 worst-error: 6.103888154029305e-7 SearchModels iteration 18> population: 16, bsize: 32, queue: 165, observed: 3988, best-error: 0.0 worst-error: 2.884948031577978e-7 SearchModels iteration 19> population: 16, bsize: 32, queue: 184, observed: 4172, best-error: 0.0 worst-error: 1.4286825576897196e-7 SearchModels> stop by convergence error=(0.99976806640625, 0.9995361328125001) => 5.3793481280518924e-8, iter=20 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.99990234375, 0.9998046875) => 9.53675225901387e-9) 3 => ((0.9998535156249999, 0.99970703125) => 2.145771816233482e-8) 4 => ((0.99984130859375, 0.9996826171875) => 2.518302583576902e-8) 5 => ((0.999835205078125, 0.99967041015625) => 2.7157440028055522e-8) 6 => ((0.9998214721679688, 0.9996437072753906) => 3.1925632744544925e-8) 7 => ((0.99981689453125, 0.9996337890625) => 3.352772509623847e-8) 8 => ((0.9998138427734375, 0.9996292114257812) => 3.487688802047704e-8) 9 => ((0.9998046875, 0.999609375) => 3.814711817541905e-8) 10 => ((0.9997924804687499, 0.9995849609375) => 4.306454130412923e-8) 11 => ((0.999786376953125, 0.99957275390625) => 4.563501440971174e-8) 12 => ((0.9997802734375, 0.999560546875) => 4.827999536162093e-8) 13 => ((0.9997802734375, 0.9995620727539063) => 4.849809219112284e-8) 14 => ((0.9997772216796874, 0.9995559692382812) => 4.984811103151024e-8) 15 => ((0.999774169921875, 0.9995513916015625) => 5.189967939654302e-8) ===== 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: 176, observed: 1151, best-error: 0.9999999999999996 worst-error: 38.02 SearchModels iteration 2> population: 16, bsize: 32, queue: 158, observed: 1309, best-error: 0.0031249999999999776 worst-error: 2.4999999999999973 SearchModels iteration 3> population: 16, bsize: 32, queue: 170, observed: 1479, best-error: 0.0031249999999999776 worst-error: 0.14128906250000056 SearchModels iteration 4> population: 16, bsize: 32, queue: 175, observed: 1654, best-error: 0.0031249999999999776 worst-error: 0.03871337890624925 SearchModels iteration 5> population: 16, bsize: 32, queue: 175, observed: 1829, best-error: 0.0 worst-error: 0.006613922119140626 SearchModels iteration 6> population: 16, bsize: 32, queue: 180, observed: 2009, best-error: 0.0 worst-error: 0.001120758056640644 SearchModels iteration 7> population: 16, bsize: 32, queue: 165, observed: 2174, best-error: 0.0 worst-error: 0.00024414062500000694 SearchModels iteration 8> population: 16, bsize: 32, queue: 152, observed: 2326, best-error: 0.0 worst-error: 2.202093601226836e-5 SearchModels iteration 9> population: 16, bsize: 32, queue: 152, observed: 2478, best-error: 0.0 worst-error: 2.442002296448088e-6 SearchModels iteration 10> population: 16, bsize: 32, queue: 146, observed: 2624, best-error: 0.0 worst-error: 3.433345409576101e-7 SearchModels iteration 11> population: 16, bsize: 32, queue: 131, observed: 2755, best-error: 0.0 worst-error: 3.8147118175419897e-8 SearchModels> stop by convergence error=(0.9999023437500001, 0.9998046875000002) => 9.536752258992187e-9, iter=12 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0, 1.0000000000000002) => 4.930380657631324e-30) 3 => ((0.9999999999999999, 1.0) => 4.942706609275402e-30) 4 => ((0.9999999999999999, 1.0000000000000002) => 1.9733848582169373e-29) 5 => ((0.9999999999999998, 1.0) => 1.9770826437101608e-29) 6 => ((1.0000488281249997, 1.00009765625) => 2.3841863594235553e-9) 7 => ((1.000048828125, 1.0000976562500001) => 2.3841863594453453e-9) 8 => ((0.999951171875, 0.9999023437500001) => 2.3841863594454512e-9) 9 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 10 => ((0.9999511718749999, 0.9999023437500001) => 2.3841863594561876e-9) 11 => ((0.9999511718749998, 0.9999023437500001) => 2.3841863594669236e-9) 12 => ((0.9999511718749998, 0.99990234375) => 2.3841863594669765e-9) 13 => ((1.0000488281250002, 1.0000976562500001) => 2.3841863594672412e-9) 14 => ((1.00009765625, 1.0001953125000003) => 9.53675225899134e-9) 15 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 22.34s PkgEval succeeded after 66.83s