Package evaluation to test SearchModels on Julia 1.11.7 (58327cce5e*) started at 2025-10-28T18:15:26.464 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.72s ################################################################################ # 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 v4.18.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [ffbed154] + DocStringExtensions v0.9.5 [92d709cd] + IrrationalConstants v0.2.6 [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 [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 To see why use `status --outdated -m` Installation completed after 1.75s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 16.5s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_UrF0k0/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_UrF0k0/Manifest.toml` [34da2185] Compat v4.18.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.5 [92d709cd] IrrationalConstants v0.2.6 [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 [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: 59, observed: 359, best-error: 4844.56833994883 worst-error: 1.0204628118113189e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 61, observed: 420, best-error: 4844.56833994883 worst-error: 84682.12310950049 SearchModels iteration 3> population: 16, bsize: 64, queue: 61, observed: 481, best-error: 2180.550744784576 worst-error: 15386.62744835396 SearchModels iteration 4> population: 16, bsize: 64, queue: 58, observed: 539, best-error: 262.0967061003238 worst-error: 2920.168226852024 SearchModels iteration 5> population: 16, bsize: 64, queue: 57, observed: 596, best-error: 102.37876282464441 worst-error: 619.9646978158922 SearchModels iteration 6> population: 16, bsize: 64, queue: 61, observed: 657, best-error: 83.6559533950776 worst-error: 293.56564932467535 SearchModels iteration 7> population: 16, bsize: 64, queue: 61, observed: 718, best-error: 83.6559533950776 worst-error: 122.98856929256488 SearchModels iteration 8> population: 16, bsize: 64, queue: 60, observed: 778, best-error: 78.53876631400524 worst-error: 91.36097512642891 SearchModels iteration 9> population: 16, bsize: 64, queue: 57, observed: 835, best-error: 77.0725835499772 worst-error: 82.69611760585644 SearchModels iteration 10> population: 16, bsize: 64, queue: 55, observed: 890, best-error: 73.47334802532441 worst-error: 78.53876631400524 SearchModels iteration 11> population: 16, bsize: 64, queue: 59, observed: 949, best-error: 73.47334802532441 worst-error: 76.74408212652133 SearchModels iteration 12> population: 16, bsize: 64, queue: 60, observed: 1009, best-error: 73.12182557807166 worst-error: 75.08452541137473 SearchModels iteration 13> population: 16, bsize: 64, queue: 54, observed: 1063, best-error: 73.01433644925173 worst-error: 73.98159789129397 SearchModels iteration 14> population: 16, bsize: 64, queue: 58, observed: 1121, best-error: 72.62793495687882 worst-error: 73.26660716019201 SearchModels iteration 15> population: 16, bsize: 64, queue: 61, observed: 1182, best-error: 72.57626883654345 worst-error: 72.89202682204802 SearchModels iteration 16> population: 16, bsize: 64, queue: 59, observed: 1241, best-error: 72.53194700099559 worst-error: 72.65918773816972 SearchModels iteration 17> population: 16, bsize: 64, queue: 61, observed: 1302, best-error: 72.4021542134303 worst-error: 72.54854167646482 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1361, best-error: 72.31704858382051 worst-error: 72.47599705405732 SearchModels iteration 19> population: 16, bsize: 64, queue: 61, observed: 1422, best-error: 72.21977588832553 worst-error: 72.4201357882721 SearchModels iteration 20> population: 16, bsize: 64, queue: 58, observed: 1480, best-error: 72.21977588832553 worst-error: 72.32325295159026 SearchModels iteration 21> population: 16, bsize: 64, queue: 56, observed: 1536, best-error: 72.21977588832553 worst-error: 72.2641251287503 SearchModels iteration 22> population: 16, bsize: 64, queue: 63, observed: 1599, best-error: 72.13557110831943 worst-error: 72.23802177084563 SearchModels iteration 23> population: 16, bsize: 64, queue: 57, observed: 1656, best-error: 72.08616151963977 worst-error: 72.20846011514212 SearchModels iteration 24> population: 16, bsize: 64, queue: 57, observed: 1713, best-error: 72.06529939473543 worst-error: 72.16873177171968 SearchModels iteration 25> population: 16, bsize: 64, queue: 59, observed: 1772, best-error: 71.96407690268289 worst-error: 72.12439844848848 SearchModels iteration 26> population: 16, bsize: 64, queue: 59, observed: 1831, best-error: 71.89800044326176 worst-error: 72.0882052393499 SearchModels iteration 27> population: 16, bsize: 64, queue: 56, observed: 1887, best-error: 71.89800044326176 worst-error: 72.02229184707332 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1945, best-error: 71.8757447295702 worst-error: 71.96872211423009 SearchModels iteration 29> population: 16, bsize: 64, queue: 59, observed: 2004, best-error: 71.8757447295702 worst-error: 71.93064066901631 SearchModels iteration 30> population: 16, bsize: 64, queue: 60, observed: 2064, best-error: 71.80159644832436 worst-error: 71.91027477825011 SearchModels iteration 31> population: 16, bsize: 64, queue: 61, observed: 2125, best-error: 71.80159644832436 worst-error: 71.8888712291259 SearchModels iteration 32> population: 16, bsize: 64, queue: 61, observed: 2186, best-error: 71.80159644832436 worst-error: 71.8672117100069 SearchModels iteration 33> population: 16, bsize: 64, queue: 58, observed: 2244, best-error: 71.80159644832436 worst-error: 71.83720150414075 SearchModels iteration 34> population: 16, bsize: 64, queue: 55, observed: 2299, best-error: 71.7759106089468 worst-error: 71.82757519696263 SearchModels iteration 35> population: 16, bsize: 64, queue: 61, observed: 2360, best-error: 71.73148454467258 worst-error: 71.81022225887756 SearchModels iteration 36> population: 16, bsize: 64, queue: 56, observed: 2416, best-error: 71.71446951291985 worst-error: 71.7759106089468 SearchModels iteration 37> population: 16, bsize: 64, queue: 58, observed: 2474, best-error: 71.71446951291985 worst-error: 71.76014866892531 SearchModels iteration 38> population: 16, bsize: 64, queue: 59, observed: 2533, best-error: 71.6924485524936 worst-error: 71.73148454467258 SearchModels iteration 39> population: 16, bsize: 64, queue: 58, observed: 2591, best-error: 71.6924485524936 worst-error: 71.7213847328392 SearchModels iteration 40> population: 16, bsize: 64, queue: 57, observed: 2648, best-error: 71.67346162604956 worst-error: 71.70387146673986 SearchModels iteration 41> population: 16, bsize: 64, queue: 59, observed: 2707, best-error: 71.65649508644312 worst-error: 71.6944815858148 SearchModels iteration 42> population: 16, bsize: 64, queue: 61, observed: 2768, best-error: 71.61188231492288 worst-error: 71.6744441971228 SearchModels iteration 43> population: 16, bsize: 64, queue: 54, observed: 2822, best-error: 71.60566989787887 worst-error: 71.63895109591445 SearchModels iteration 44> population: 16, bsize: 64, queue: 59, observed: 2881, best-error: 71.58797496422557 worst-error: 71.61516195414589 SearchModels iteration 45> population: 16, bsize: 64, queue: 62, observed: 2943, best-error: 71.54638699989428 worst-error: 71.60251999988324 SearchModels iteration 46> population: 16, bsize: 64, queue: 60, observed: 3003, best-error: 71.54638699989428 worst-error: 71.58687250169064 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3061, best-error: 71.54186772246914 worst-error: 71.57167518018362 SearchModels iteration 48> population: 16, bsize: 64, queue: 55, observed: 3116, best-error: 71.53359258545903 worst-error: 71.55729322089918 SearchModels iteration 49> population: 16, bsize: 64, queue: 63, observed: 3179, best-error: 71.49239061345038 worst-error: 71.53996441065273 SearchModels iteration 50> population: 16, bsize: 64, queue: 59, observed: 3238, best-error: 71.4646274732319 worst-error: 71.5184557959217 SearchModels iteration 51> population: 16, bsize: 64, queue: 56, observed: 3294, best-error: 71.45938101462292 worst-error: 71.50064912280125 SearchModels iteration 52> population: 16, bsize: 64, queue: 62, observed: 3356, best-error: 71.43890465224932 worst-error: 71.47411847036439 SearchModels iteration 53> population: 16, bsize: 64, queue: 56, observed: 3412, best-error: 71.43890465224932 worst-error: 71.45938101462292 SearchModels iteration 54> population: 16, bsize: 64, queue: 58, observed: 3470, best-error: 71.40836042506444 worst-error: 71.45005929505642 SearchModels iteration 55> population: 16, bsize: 64, queue: 60, observed: 3530, best-error: 71.40836042506444 worst-error: 71.44077570361858 SearchModels iteration 56> population: 16, bsize: 64, queue: 58, observed: 3588, best-error: 71.3609154575033 worst-error: 71.42207723093964 SearchModels iteration 57> population: 16, bsize: 64, queue: 60, observed: 3648, best-error: 71.3438676620276 worst-error: 71.39625725884167 SearchModels iteration 58> population: 16, bsize: 64, queue: 56, observed: 3704, best-error: 71.34063460729524 worst-error: 71.37454147274364 SearchModels iteration 59> population: 16, bsize: 64, queue: 61, observed: 3765, best-error: 71.30584568578546 worst-error: 71.3609154575033 SearchModels iteration 60> population: 16, bsize: 64, queue: 57, observed: 3822, best-error: 71.30584568578546 worst-error: 71.34294766857276 SearchModels iteration 61> population: 16, bsize: 64, queue: 61, observed: 3883, best-error: 71.27860398185628 worst-error: 71.32453835164854 SearchModels iteration 62> population: 16, bsize: 64, queue: 58, observed: 3941, best-error: 71.27816780085013 worst-error: 71.30735681878491 SearchModels iteration 63> population: 16, bsize: 64, queue: 59, observed: 4000, best-error: 71.25307090809018 worst-error: 71.28838643396566 SearchModels iteration 64> population: 16, bsize: 64, queue: 60, observed: 4060, best-error: 71.20605781283957 worst-error: 71.27140998446856 SearchModels iteration 65> population: 16, bsize: 64, queue: 59, observed: 4119, best-error: 71.20605781283957 worst-error: 71.25305562245751 SearchModels iteration 66> population: 16, bsize: 64, queue: 57, observed: 4176, best-error: 71.20605781283957 worst-error: 71.23554979349163 SearchModels iteration 67> population: 16, bsize: 64, queue: 59, observed: 4235, best-error: 71.18121856202984 worst-error: 71.22123438190498 SearchModels iteration 68> population: 16, bsize: 64, queue: 60, observed: 4295, best-error: 71.14210359374786 worst-error: 71.20993989850568 SearchModels iteration 69> population: 16, bsize: 64, queue: 60, observed: 4355, best-error: 71.14210359374786 worst-error: 71.19576868370561 SearchModels iteration 70> population: 16, bsize: 64, queue: 58, observed: 4413, best-error: 71.11741881278427 worst-error: 71.1607586798933 SearchModels iteration 71> population: 16, bsize: 64, queue: 60, observed: 4473, best-error: 71.09833234832449 worst-error: 71.13535670692316 SearchModels iteration 72> population: 16, bsize: 64, queue: 59, observed: 4532, best-error: 71.09833234832449 worst-error: 71.11586351411215 SearchModels iteration 73> population: 16, bsize: 64, queue: 61, observed: 4593, best-error: 71.0582053556194 worst-error: 71.10618963871266 SearchModels iteration 74> population: 16, bsize: 64, queue: 61, observed: 4654, best-error: 71.0582053556194 worst-error: 71.09833234832449 SearchModels iteration 75> population: 16, bsize: 64, queue: 58, observed: 4712, best-error: 71.03901033193353 worst-error: 71.07335739932029 SearchModels iteration 76> population: 16, bsize: 64, queue: 56, observed: 4768, best-error: 71.03901033193353 worst-error: 71.0582053556194 SearchModels iteration 77> population: 16, bsize: 64, queue: 57, observed: 4825, best-error: 71.0264423967904 worst-error: 71.04459843182296 SearchModels iteration 78> population: 16, bsize: 64, queue: 58, observed: 4883, best-error: 70.99552316508364 worst-error: 71.03229827492656 SearchModels iteration 79> population: 16, bsize: 64, queue: 55, observed: 4938, best-error: 70.99552316508364 worst-error: 71.0155270594623 SearchModels iteration 80> population: 16, bsize: 64, queue: 58, observed: 4996, best-error: 70.95846143974434 worst-error: 71.00121029123075 SearchModels iteration 81> population: 16, bsize: 64, queue: 57, observed: 5053, best-error: 70.9356984331404 worst-error: 70.98732884291749 SearchModels iteration 82> population: 16, bsize: 64, queue: 60, observed: 5113, best-error: 70.9356984331404 worst-error: 70.97336921912172 SearchModels iteration 83> population: 16, bsize: 64, queue: 58, observed: 5171, best-error: 70.91905300202805 worst-error: 70.95719564825455 SearchModels iteration 84> population: 16, bsize: 64, queue: 60, observed: 5231, best-error: 70.91578005560919 worst-error: 70.94427201642141 SearchModels iteration 85> population: 16, bsize: 64, queue: 55, observed: 5286, best-error: 70.88159233698771 worst-error: 70.92138398111193 SearchModels iteration 86> population: 16, bsize: 64, queue: 59, observed: 5345, best-error: 70.85733598487349 worst-error: 70.90422259944343 SearchModels iteration 87> population: 16, bsize: 64, queue: 58, observed: 5403, best-error: 70.85023462243727 worst-error: 70.88628606855785 SearchModels iteration 88> population: 16, bsize: 64, queue: 58, observed: 5461, best-error: 70.82913804622409 worst-error: 70.86574704437024 SearchModels iteration 89> population: 16, bsize: 64, queue: 62, observed: 5523, best-error: 70.82913804622409 worst-error: 70.85628103747028 SearchModels iteration 90> population: 16, bsize: 64, queue: 57, observed: 5580, best-error: 70.80890201671258 worst-error: 70.8442423382333 SearchModels iteration 91> population: 16, bsize: 64, queue: 54, observed: 5634, best-error: 70.80890201671258 worst-error: 70.83278688583816 SearchModels iteration 92> population: 16, bsize: 64, queue: 56, observed: 5690, best-error: 70.80890201671258 worst-error: 70.82323668418427 SearchModels iteration 93> population: 16, bsize: 64, queue: 60, observed: 5750, best-error: 70.78862023705545 worst-error: 70.818559077188 SearchModels iteration 94> population: 16, bsize: 64, queue: 57, observed: 5807, best-error: 70.7742351302996 worst-error: 70.80272123787329 SearchModels iteration 95> population: 16, bsize: 64, queue: 61, observed: 5868, best-error: 70.76338156082011 worst-error: 70.78720386018723 SearchModels iteration 96> population: 16, bsize: 64, queue: 58, observed: 5926, best-error: 70.7371049997438 worst-error: 70.77108367673031 SearchModels iteration 97> population: 16, bsize: 64, queue: 59, observed: 5985, best-error: 70.7303490397386 worst-error: 70.75436538057505 SearchModels iteration 98> population: 16, bsize: 64, queue: 56, observed: 6041, best-error: 70.71315344713949 worst-error: 70.73729445824448 SearchModels iteration 99> population: 16, bsize: 64, queue: 58, observed: 6099, best-error: 70.70411976416652 worst-error: 70.72648118931107 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.3916616816811793, 0.49822347772121733, 0.9111308155222043, 0.006555403086747069, 0.5729861079502411] 1 => ([0.4310147621083672, 0.15756809572619646, 0.2890806224432816, 0.011395110257324674, 0.5816200111491523] => 70.68709305946071) 2 => ([0.43089111564870103, 0.1536792282639888, 0.2869397840724959, 0.011276022318267149, 0.5816200111491523] => 70.69753643302387) 3 => ([0.4296181391321522, 0.15523732417874336, 0.2885437423781172, 0.011423502800951705, 0.5816200111491527] => 70.70223005632191) 4 => ([0.42818207393022273, 0.15648309049068343, 0.2874469124914285, 0.01133153028700603, 0.5816200111491512] => 70.70411976416652) 5 => ([0.42852794721629117, 0.15561197653977082, 0.288448209924413, 0.011377979309495065, 0.5816200111491538] => 70.70663819135744) 6 => ([0.4310542043340816, 0.1539915578668033, 0.28964057226480594, 0.01151547531489738, 0.5816200111491543] => 70.70712461527582) 7 => ([0.42818207393022273, 0.15648309049068343, 0.2874469124914285, 0.01144484558987609, 0.5816200111491512] => 70.70730424783183) 8 => ([0.4299821456855634, 0.15258850764478393, 0.2884982137707538, 0.011412585986987642, 0.5816200111491543] => 70.70822878866666) 9 => ([0.4331991879074157, 0.1511854574227646, 0.2845107477987145, 0.011309696659077904, 0.5816200111491543] => 70.71003050234148) 10 => ([0.42860187529683813, 0.155897261516684, 0.28935337588931476, 0.011394529266728827, 0.5816200111491547] => 70.71007930163863) 11 => ([0.4273228100735321, 0.1556865376170494, 0.2881855539199203, 0.011326388380790933, 0.581620011149153] => 70.71298399361335) 12 => ([0.42674728921620514, 0.15756809572619646, 0.2890806224432816, 0.011282287383489777, 0.5816200111491523] => 70.71315344713949) 13 => ([0.4262250539182003, 0.15745896282955946, 0.2881646242812863, 0.011259209302558887, 0.5816200111491535] => 70.71370222662748) 14 => ([0.4260756181790477, 0.1575176801896515, 0.2881610135489218, 0.01125703326132651, 0.5816200111491543] => 70.71448218727545) 15 => ([0.4278286881266252, 0.1543767765744805, 0.28821823885999165, 0.01129599202128384, 0.5816200111491533] => 70.71455473795555) Test Summary: | Total Time SearchModels.jl | 0 6.6s ===== 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: 170, observed: 1140, best-error: 0.4999999999999999 worst-error: 25.0 SearchModels iteration 2> population: 16, bsize: 32, queue: 143, observed: 1283, best-error: 0.4999999999999999 worst-error: 2.0500000000000003 SearchModels iteration 3> population: 16, bsize: 32, queue: 131, observed: 1414, best-error: 0.20312499999999997 worst-error: 0.7431640625000001 SearchModels iteration 4> population: 16, bsize: 32, queue: 161, observed: 1575, best-error: 0.1650390625 worst-error: 0.32379150390625 SearchModels iteration 5> population: 16, bsize: 32, queue: 140, observed: 1715, best-error: 0.1650390625 worst-error: 0.21816406250000037 SearchModels iteration 6> population: 16, bsize: 32, queue: 147, observed: 1862, best-error: 0.16062500000000007 worst-error: 0.18378906249999996 SearchModels iteration 7> population: 16, bsize: 32, queue: 134, observed: 1996, best-error: 0.1575782775878906 worst-error: 0.16797318458557128 SearchModels iteration 8> population: 16, bsize: 32, queue: 142, observed: 2138, best-error: 0.15015869140624996 worst-error: 0.16140624999999995 SearchModels iteration 9> population: 16, bsize: 32, queue: 149, observed: 2287, best-error: 0.15015869140624996 worst-error: 0.15753266334533697 SearchModels iteration 10> population: 16, bsize: 32, queue: 149, observed: 2436, best-error: 0.15015869140624996 worst-error: 0.15505142211914055 SearchModels iteration 11> population: 16, bsize: 32, queue: 153, observed: 2589, best-error: 0.15015869140624996 worst-error: 0.15336251258850098 SearchModels iteration 12> population: 16, bsize: 32, queue: 159, observed: 2748, best-error: 0.15015869140624996 worst-error: 0.1519954258576035 SearchModels iteration 13> population: 16, bsize: 32, queue: 149, observed: 2897, best-error: 0.15015869140624996 worst-error: 0.15107392478967085 SearchModels iteration 14> population: 16, bsize: 32, queue: 143, observed: 3040, best-error: 0.15015869140624996 worst-error: 0.15058472243240426 SearchModels iteration 15> population: 16, bsize: 32, queue: 141, observed: 3181, best-error: 0.15015869140624996 worst-error: 0.15035641487702378 SearchModels iteration 16> population: 16, bsize: 32, queue: 119, observed: 3300, best-error: 0.15015869140624996 worst-error: 0.15025118997960868 SearchModels iteration 17> population: 16, bsize: 32, queue: 126, observed: 3426, best-error: 0.15015869140624996 worst-error: 0.1502092895980604 SearchModels iteration 18> population: 16, bsize: 32, queue: 113, observed: 3539, best-error: 0.15015869140624996 worst-error: 0.1501848369836807 SearchModels iteration 19> population: 16, bsize: 32, queue: 107, observed: 3646, best-error: 0.15015869140624996 worst-error: 0.1501715565100312 SearchModels iteration 20> population: 16, bsize: 32, queue: 101, observed: 3747, best-error: 0.15015869140624996 worst-error: 0.15016551120598134 SearchModels iteration 21> population: 16, bsize: 32, queue: 91, observed: 3838, best-error: 0.15015869140624996 worst-error: 0.15016256195085587 SearchModels iteration 22> population: 16, bsize: 32, queue: 102, observed: 3940, best-error: 0.15015869140624996 worst-error: 0.15016083959490056 SearchModels iteration 23> population: 16, bsize: 32, queue: 94, observed: 4034, best-error: 0.15015869140624996 worst-error: 0.15015997360551406 SearchModels iteration 24> population: 16, bsize: 32, queue: 82, observed: 4116, best-error: 0.15015869140624996 worst-error: 0.15015954157570374 SearchModels iteration 25> population: 16, bsize: 32, queue: 87, observed: 4203, best-error: 0.15015869140624996 worst-error: 0.1501592738766703 SearchModels iteration 26> population: 16, bsize: 32, queue: 91, observed: 4294, best-error: 0.15015869140624996 worst-error: 0.15015904935135038 SearchModels> stop by convergence error=(0.6125, 0.3749917149543762) => 0.1501589571781238, iter=27 (of 300) 1 => ((0.6125, 0.375) => 0.15015869140624996) 2 => ((0.6125, 0.37499643564224244) => 0.1501588040628945) 3 => ((0.6125, 0.3749961256980896) => 0.1501588139792062) 4 => ((0.6125, 0.3749955892562866) => 0.15015883118745701) 5 => ((0.6125, 0.3749954342842102) => 0.15015883616944448) 6 => ((0.6125, 0.3749950289726257) => 0.15015884922196673) 7 => ((0.6125, 0.3749949216842651) => 0.15015885268254575) 8 => ((0.6125, 0.37499465942382815) => 0.15015886115143073) 9 => ((0.6125, 0.3749945640563965) => 0.15015886423443586) 10 => ((0.6125, 0.37499452829360963) => 0.15015886539103174) 11 => ((0.6125, 0.37499446868896485) => 0.15015886731925998) 12 => ((0.6125, 0.3749928712844849) => 0.15015891926046832) 13 => ((0.6125, 0.37499227523803713) => 0.15015893877225606) 14 => ((0.6125, 0.3749922513961792) => 0.15015893955420548) 15 => ((0.6125, 0.37499202489852906) => 0.15015894698839527) ===== 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: 166, observed: 1141, best-error: 0.20000000000000026 worst-error: 21.92000000000001 SearchModels iteration 2> population: 16, bsize: 32, queue: 157, observed: 1298, best-error: 0.0 worst-error: 1.9999999999999971 SearchModels iteration 3> population: 16, bsize: 32, queue: 164, observed: 1462, best-error: 0.0 worst-error: 0.44628906249999767 SearchModels iteration 4> population: 16, bsize: 32, queue: 172, observed: 1634, best-error: 0.0 worst-error: 0.04062499999999995 SearchModels iteration 5> population: 16, bsize: 32, queue: 178, observed: 1812, best-error: 0.0 worst-error: 0.008789062499999984 SearchModels iteration 6> population: 16, bsize: 32, queue: 167, observed: 1979, best-error: 0.0 worst-error: 0.0011207580566407055 SearchModels iteration 7> population: 16, bsize: 32, queue: 165, observed: 2144, best-error: 0.0 worst-error: 0.0002458196878433474 SearchModels iteration 8> population: 16, bsize: 32, queue: 162, observed: 2306, best-error: 0.0 worst-error: 4.9682892858981306e-5 SearchModels iteration 9> population: 16, bsize: 32, queue: 154, observed: 2460, best-error: 0.0 worst-error: 3.816152457147837e-6 SearchModels iteration 10> population: 16, bsize: 32, queue: 151, observed: 2611, best-error: 0.0 worst-error: 3.433345409574876e-7 SearchModels iteration 11> population: 16, bsize: 32, queue: 139, observed: 2750, best-error: 0.0 worst-error: 3.814711817541905e-8 SearchModels> stop by convergence error=(0.9999023437500001, 0.9998046875000001) => 9.536752258992399e-9, iter=12 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.9999999999999999, 0.9999999999999999) => 1.2449211160519093e-30) 3 => ((0.9999999999999999, 1.0) => 4.942706609275402e-30) 4 => ((0.9999511718750002, 0.9999023437500001) => 2.3841863594347152e-9) 5 => ((0.9999511718750002, 0.99990234375) => 2.384186359434768e-9) 6 => ((1.000048828125, 1.0000976562500001) => 2.3841863594453453e-9) 7 => ((0.999951171875, 0.9999023437500001) => 2.3841863594454512e-9) 8 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 9 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) 10 => ((0.9999511718749999, 0.9999023437500001) => 2.3841863594561876e-9) 11 => ((0.9999511718749999, 0.99990234375) => 2.3841863594562406e-9) 12 => ((0.9999511718749999, 0.9999023437499999) => 2.3841863594562935e-9) 13 => ((0.9999511718749998, 0.99990234375) => 2.3841863594669765e-9) 14 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) 15 => ((1.00009765625, 1.0001953124999998) => 9.536752258992187e-9) Test Summary: | Total Time SearchModels.jl | 0 2.5s Testing SearchModels tests passed Testing completed after 14.25s PkgEval succeeded after 47.53s