Package evaluation of SearchModels on Julia 1.13.0-DEV.582 (c0a1728d50*) started at 2025-05-14T11:29:26.662 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.83s ################################################################################ # 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 v0.18.22 [ffbed154] + DocStringExtensions v0.9.4 [92d709cd] + IrrationalConstants v0.2.4 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.0 [d96e819e] + Parameters v0.12.3 [0e966ebe] + SearchModels v0.4.1 [a2af1166] + SortingAlgorithms v1.2.1 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [3a884ed6] + UnPack v1.0.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [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 v1.12.0 [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 [4536629a] + OpenBLAS_jll v0.3.29+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [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 To see why use `status --outdated -m` Installation completed after 1.19s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 20.51s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_3qHqPx/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_3qHqPx/Manifest.toml` [34da2185] Compat v4.16.0 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.4 [92d709cd] IrrationalConstants v0.2.4 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.0 [d96e819e] Parameters v0.12.3 [0e966ebe] SearchModels v0.4.1 [a2af1166] SortingAlgorithms v1.2.1 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.0 ⌅ [2913bbd2] StatsBase v0.33.21 [3a884ed6] UnPack v1.0.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [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 v1.12.0 [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 [4536629a] OpenBLAS_jll v0.3.29+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [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: 62, observed: 362, best-error: 31124.169775152408 worst-error: 1.8919993851656187e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 60, observed: 422, best-error: 6502.359476862937 worst-error: 154907.3293149394 SearchModels iteration 3> population: 16, bsize: 64, queue: 59, observed: 481, best-error: 1105.3604072692733 worst-error: 17428.5257302239 SearchModels iteration 4> population: 16, bsize: 64, queue: 59, observed: 540, best-error: 120.91772991742846 worst-error: 1980.663434067885 SearchModels iteration 5> population: 16, bsize: 64, queue: 61, observed: 601, best-error: 83.05203072479729 worst-error: 176.37718069218914 SearchModels iteration 6> population: 16, bsize: 64, queue: 61, observed: 662, best-error: 31.70248254676824 worst-error: 101.93197444316553 SearchModels iteration 7> population: 16, bsize: 64, queue: 57, observed: 719, best-error: 23.562880215085002 worst-error: 62.965706450748584 SearchModels iteration 8> population: 16, bsize: 64, queue: 60, observed: 779, best-error: 20.113313475643622 worst-error: 37.855308778673866 SearchModels iteration 9> population: 16, bsize: 64, queue: 61, observed: 840, best-error: 20.113313475643622 worst-error: 29.113045559318575 SearchModels iteration 10> population: 16, bsize: 64, queue: 58, observed: 898, best-error: 20.113313475643622 worst-error: 23.662853520204038 SearchModels iteration 11> population: 16, bsize: 64, queue: 58, observed: 956, best-error: 20.113313475643622 worst-error: 21.990949893621643 SearchModels iteration 12> population: 16, bsize: 64, queue: 54, observed: 1010, best-error: 18.0458441658096 worst-error: 21.047863696019533 SearchModels iteration 13> population: 16, bsize: 64, queue: 59, observed: 1069, best-error: 18.0458441658096 worst-error: 20.283243699967223 SearchModels iteration 14> population: 16, bsize: 64, queue: 56, observed: 1125, best-error: 18.0458441658096 worst-error: 19.231797566558274 SearchModels iteration 15> population: 16, bsize: 64, queue: 60, observed: 1185, best-error: 17.205790521173814 worst-error: 18.684898395905034 SearchModels iteration 16> population: 16, bsize: 64, queue: 59, observed: 1244, best-error: 17.034527632023917 worst-error: 18.215173722933862 SearchModels iteration 17> population: 16, bsize: 64, queue: 60, observed: 1304, best-error: 17.034527632023917 worst-error: 17.833911553715 SearchModels iteration 18> population: 16, bsize: 64, queue: 58, observed: 1362, best-error: 16.579133386377844 worst-error: 17.474045851486643 SearchModels iteration 19> population: 16, bsize: 64, queue: 54, observed: 1416, best-error: 16.579133386377844 worst-error: 17.205790521173814 SearchModels iteration 20> population: 16, bsize: 64, queue: 59, observed: 1475, best-error: 16.579133386377844 worst-error: 17.010121630219903 SearchModels iteration 21> population: 16, bsize: 64, queue: 58, observed: 1533, best-error: 16.334516294231737 worst-error: 16.825340775165156 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1591, best-error: 15.766205540814829 worst-error: 16.679996542453285 SearchModels iteration 23> population: 16, bsize: 64, queue: 59, observed: 1650, best-error: 15.766205540814829 worst-error: 16.286526026543367 SearchModels iteration 24> population: 16, bsize: 64, queue: 59, observed: 1709, best-error: 15.629219154452459 worst-error: 16.042832151901106 SearchModels iteration 25> population: 16, bsize: 64, queue: 54, observed: 1763, best-error: 15.339812062742332 worst-error: 15.806825859457003 SearchModels iteration 26> population: 16, bsize: 64, queue: 56, observed: 1819, best-error: 15.115978756112263 worst-error: 15.592319344451408 SearchModels iteration 27> population: 16, bsize: 64, queue: 58, observed: 1877, best-error: 15.102022814586647 worst-error: 15.428019788001071 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1935, best-error: 14.92988564528345 worst-error: 15.240828395705957 SearchModels iteration 29> population: 16, bsize: 64, queue: 61, observed: 1996, best-error: 14.646522956268338 worst-error: 15.136889263109406 SearchModels iteration 30> population: 16, bsize: 64, queue: 59, observed: 2055, best-error: 14.646522956268338 worst-error: 15.021958507840603 SearchModels iteration 31> population: 16, bsize: 64, queue: 57, observed: 2112, best-error: 14.540197703107165 worst-error: 14.81636502849011 SearchModels iteration 32> population: 16, bsize: 64, queue: 60, observed: 2172, best-error: 14.224790735638708 worst-error: 14.666904041827376 SearchModels iteration 33> population: 16, bsize: 64, queue: 59, observed: 2231, best-error: 14.224790735638708 worst-error: 14.483107746218915 SearchModels iteration 34> population: 16, bsize: 64, queue: 57, observed: 2288, best-error: 14.147908572635805 worst-error: 14.340369773522545 SearchModels iteration 35> population: 16, bsize: 64, queue: 56, observed: 2344, best-error: 14.130344335758608 worst-error: 14.27944597887962 SearchModels iteration 36> population: 16, bsize: 64, queue: 56, observed: 2400, best-error: 14.077642098185533 worst-error: 14.203077298332364 SearchModels iteration 37> population: 16, bsize: 64, queue: 56, observed: 2456, best-error: 13.831963965981977 worst-error: 14.14067531981837 SearchModels iteration 38> population: 16, bsize: 64, queue: 56, observed: 2512, best-error: 13.831963965981977 worst-error: 14.100758017493417 SearchModels iteration 39> population: 16, bsize: 64, queue: 57, observed: 2569, best-error: 13.795267692190224 worst-error: 14.046033915481438 SearchModels iteration 40> population: 16, bsize: 64, queue: 56, observed: 2625, best-error: 13.759246197914822 worst-error: 13.926288422450076 SearchModels iteration 41> population: 16, bsize: 64, queue: 58, observed: 2683, best-error: 13.728320739760463 worst-error: 13.857400072225822 SearchModels iteration 42> population: 16, bsize: 64, queue: 57, observed: 2740, best-error: 13.648090355345033 worst-error: 13.79818268763461 SearchModels iteration 43> population: 16, bsize: 64, queue: 59, observed: 2799, best-error: 13.607710693311805 worst-error: 13.711283087269196 SearchModels iteration 44> population: 16, bsize: 64, queue: 56, observed: 2855, best-error: 13.606598874322753 worst-error: 13.67221416591945 SearchModels iteration 45> population: 16, bsize: 64, queue: 61, observed: 2916, best-error: 13.46532677748214 worst-error: 13.6279466379897 SearchModels iteration 46> population: 16, bsize: 64, queue: 62, observed: 2978, best-error: 13.46532677748214 worst-error: 13.598738934085004 SearchModels iteration 47> population: 16, bsize: 64, queue: 57, observed: 3035, best-error: 13.360557072329549 worst-error: 13.536301420077084 SearchModels iteration 48> population: 16, bsize: 64, queue: 59, observed: 3094, best-error: 13.360557072329549 worst-error: 13.499641221667613 SearchModels iteration 49> population: 16, bsize: 64, queue: 59, observed: 3153, best-error: 13.322280070111498 worst-error: 13.4670400709397 SearchModels iteration 50> population: 16, bsize: 64, queue: 57, observed: 3210, best-error: 13.322280070111498 worst-error: 13.431612886341048 SearchModels iteration 51> population: 16, bsize: 64, queue: 58, observed: 3268, best-error: 13.322280070111498 worst-error: 13.407599748600811 SearchModels iteration 52> population: 16, bsize: 64, queue: 58, observed: 3326, best-error: 13.259172577603405 worst-error: 13.36313415095054 SearchModels iteration 53> population: 16, bsize: 64, queue: 56, observed: 3382, best-error: 13.222738847615702 worst-error: 13.322982178846265 SearchModels iteration 54> population: 16, bsize: 64, queue: 59, observed: 3441, best-error: 13.141789385935695 worst-error: 13.270663315631086 SearchModels iteration 55> population: 16, bsize: 64, queue: 61, observed: 3502, best-error: 13.141518406736495 worst-error: 13.232128810349492 SearchModels iteration 56> population: 16, bsize: 64, queue: 62, observed: 3564, best-error: 13.11705060042241 worst-error: 13.180510553851285 SearchModels iteration 57> population: 16, bsize: 64, queue: 58, observed: 3622, best-error: 13.089488799386634 worst-error: 13.152075508265524 SearchModels iteration 58> population: 16, bsize: 64, queue: 54, observed: 3676, best-error: 13.089488799386634 worst-error: 13.131103535309423 SearchModels iteration 59> population: 16, bsize: 64, queue: 59, observed: 3735, best-error: 13.089488799386634 worst-error: 13.11539215750701 SearchModels iteration 60> population: 16, bsize: 64, queue: 54, observed: 3789, best-error: 13.089488799386634 worst-error: 13.10706212339746 SearchModels iteration 61> population: 16, bsize: 64, queue: 61, observed: 3850, best-error: 13.025060620083655 worst-error: 13.101397733448067 SearchModels iteration 62> population: 16, bsize: 64, queue: 58, observed: 3908, best-error: 13.025060620083655 worst-error: 13.096406311653219 SearchModels iteration 63> population: 16, bsize: 64, queue: 53, observed: 3961, best-error: 13.003321054978128 worst-error: 13.081334424965446 SearchModels iteration 64> population: 16, bsize: 64, queue: 60, observed: 4021, best-error: 12.984297011223468 worst-error: 13.05578645621666 SearchModels iteration 65> population: 16, bsize: 64, queue: 61, observed: 4082, best-error: 12.975425459711664 worst-error: 13.021947493105097 SearchModels iteration 66> population: 16, bsize: 64, queue: 60, observed: 4142, best-error: 12.942027192029956 worst-error: 12.989902495190869 SearchModels iteration 67> population: 16, bsize: 64, queue: 56, observed: 4198, best-error: 12.837008515172364 worst-error: 12.967517349860284 SearchModels iteration 68> population: 16, bsize: 64, queue: 60, observed: 4258, best-error: 12.837008515172364 worst-error: 12.934520668867066 SearchModels iteration 69> population: 16, bsize: 64, queue: 58, observed: 4316, best-error: 12.837008515172364 worst-error: 12.890571090759744 SearchModels iteration 70> population: 16, bsize: 64, queue: 59, observed: 4375, best-error: 12.766798035907447 worst-error: 12.866261483314114 SearchModels iteration 71> population: 16, bsize: 64, queue: 61, observed: 4436, best-error: 12.766798035907447 worst-error: 12.836427456539422 SearchModels iteration 72> population: 16, bsize: 64, queue: 61, observed: 4497, best-error: 12.713982214157813 worst-error: 12.803675905484576 SearchModels iteration 73> population: 16, bsize: 64, queue: 59, observed: 4556, best-error: 12.67900038434937 worst-error: 12.754900841034114 SearchModels iteration 74> population: 16, bsize: 64, queue: 58, observed: 4614, best-error: 12.673214458910303 worst-error: 12.732515731595823 SearchModels iteration 75> population: 16, bsize: 64, queue: 62, observed: 4676, best-error: 12.65656416477949 worst-error: 12.708693074765835 SearchModels iteration 76> population: 16, bsize: 64, queue: 57, observed: 4733, best-error: 12.65656416477949 worst-error: 12.687994291551767 SearchModels iteration 77> population: 16, bsize: 64, queue: 62, observed: 4795, best-error: 12.628024682774495 worst-error: 12.676681683541407 SearchModels iteration 78> population: 16, bsize: 64, queue: 60, observed: 4855, best-error: 12.617555278508023 worst-error: 12.667761362711817 SearchModels iteration 79> population: 16, bsize: 64, queue: 53, observed: 4908, best-error: 12.577807937144492 worst-error: 12.650631791579151 SearchModels iteration 80> population: 16, bsize: 64, queue: 57, observed: 4965, best-error: 12.577807937144492 worst-error: 12.620648362323456 SearchModels iteration 81> population: 16, bsize: 64, queue: 59, observed: 5024, best-error: 12.567970596735282 worst-error: 12.59537323298315 SearchModels iteration 82> population: 16, bsize: 64, queue: 59, observed: 5083, best-error: 12.539608473247606 worst-error: 12.580523804986399 SearchModels iteration 83> population: 16, bsize: 64, queue: 55, observed: 5138, best-error: 12.522911476074917 worst-error: 12.567970596735282 SearchModels iteration 84> population: 16, bsize: 64, queue: 58, observed: 5196, best-error: 12.516929894874416 worst-error: 12.551485729781241 SearchModels iteration 85> population: 16, bsize: 64, queue: 56, observed: 5252, best-error: 12.48731413519534 worst-error: 12.533750581208396 SearchModels iteration 86> population: 16, bsize: 64, queue: 59, observed: 5311, best-error: 12.48731413519534 worst-error: 12.51621972126683 SearchModels iteration 87> population: 16, bsize: 64, queue: 59, observed: 5370, best-error: 12.467650436050311 worst-error: 12.503201213129051 SearchModels iteration 88> population: 16, bsize: 64, queue: 61, observed: 5431, best-error: 12.467650436050311 worst-error: 12.49729410961166 SearchModels iteration 89> population: 16, bsize: 64, queue: 59, observed: 5490, best-error: 12.422149903205737 worst-error: 12.481944006970656 SearchModels iteration 90> population: 16, bsize: 64, queue: 59, observed: 5549, best-error: 12.41667646966292 worst-error: 12.46761306518541 SearchModels iteration 91> population: 16, bsize: 64, queue: 55, observed: 5604, best-error: 12.390043855511022 worst-error: 12.438342859924957 SearchModels iteration 92> population: 16, bsize: 64, queue: 64, observed: 5668, best-error: 12.390043855511022 worst-error: 12.424641466664355 SearchModels iteration 93> population: 16, bsize: 64, queue: 60, observed: 5728, best-error: 12.390043855511022 worst-error: 12.412913814466101 SearchModels iteration 94> population: 16, bsize: 64, queue: 58, observed: 5786, best-error: 12.345176885119725 worst-error: 12.402591971790196 SearchModels iteration 95> population: 16, bsize: 64, queue: 59, observed: 5845, best-error: 12.345176885119725 worst-error: 12.384395551748485 SearchModels iteration 96> population: 16, bsize: 64, queue: 59, observed: 5904, best-error: 12.340027871804958 worst-error: 12.368384499281706 SearchModels iteration 97> population: 16, bsize: 64, queue: 56, observed: 5960, best-error: 12.294098225854553 worst-error: 12.34926921035772 SearchModels iteration 98> population: 16, bsize: 64, queue: 59, observed: 6019, best-error: 12.294098225854553 worst-error: 12.332384713308608 SearchModels iteration 99> population: 16, bsize: 64, queue: 61, observed: 6080, best-error: 12.274505634474373 worst-error: 12.308626315503245 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.05211465032564777, 0.052996515813820144, 0.17346813692826835, 0.8598955276567134, 0.8592311035614573] 1 => ([0.45452366765660496, -0.9184079668276987, -0.03929660563793294, 0.8757788263798593, 0.8618679122485131] => 12.264724246120833) 2 => ([0.44780793334393304, -0.904838191841821, -0.03909899448282772, 0.8757788263798593, 0.8618679122485131] => 12.268543288596959) 3 => ([0.45129358481359905, -0.8968317156852553, -0.03925853008404939, 0.8757788263798703, 0.8618679122485094] => 12.27391156915075) 4 => ([0.45002343332337125, -0.9093148186412858, -0.03929660563793294, 0.8757788263798593, 0.8618679122485131] => 12.274505634474373) 5 => ([0.45002343332337125, -0.9002216704548729, -0.03929660563793294, 0.8757788263798593, 0.8618679122485131] => 12.277402523209862) 6 => ([0.44793308148833205, -0.9080713775720803, -0.03935536475831773, 0.8757788263798703, 0.8618679122485094] => 12.284218389545067) 7 => ([0.44793308148833205, -0.9126179516652868, -0.03935536475831773, 0.8757788263798703, 0.8618679122485094] => 12.284477088050078) 8 => ([0.44891568333365217, -0.902529931148347, -0.03939329503279447, 0.8757788263798593, 0.8618679122485131] => 12.285543484363233) 9 => ([0.45105426798091774, -0.9061292304909448, -0.03952314899262516, 0.8757788263799, 0.8618679122484996] => 12.28689498296583) 10 => ([0.44880830804215266, -0.905164424684969, -0.03945734215690725, 0.8757788263799406, 0.8618679122484859] => 12.289055305401291) 11 => ([0.4488888395107773, -0.9020394293065996, -0.039459840077439856, 0.8757788263798796, 0.8618679122485063] => 12.290236779472805) 12 => ([0.4466766436669325, -0.9070765052415535, -0.03939329503279447, 0.8757788263798593, 0.8618679122485131] => 12.290335712564152) 13 => ([0.4476961341292416, -0.9038209697974708, -0.03942645959776363, 0.8757788263799, 0.8618679122484996] => 12.290569274727403) 14 => ([0.4511773395626619, -0.907099821006134, -0.03959273939859072, 0.8757788263798593, 0.8618679122485131] => 12.290971154870112) 15 => ([0.448279064908572, -0.9026849486311616, -0.039476422359924435, 0.8757788263799, 0.8618679122484996] => 12.292720009998877) Test Summary: | Total Time SearchModels.jl | 0 6.3s ===== 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: 1138, best-error: 0.0999999999999996 worst-error: 15.999999999999993 SearchModels iteration 2> population: 16, bsize: 32, queue: 161, observed: 1299, best-error: 0.0999999999999996 worst-error: 2.0200000000000005 SearchModels iteration 3> population: 16, bsize: 32, queue: 153, observed: 1452, best-error: 0.049999999999999774 worst-error: 0.8200000000000001 SearchModels iteration 4> population: 16, bsize: 32, queue: 163, observed: 1615, best-error: 0.049999999999999774 worst-error: 0.5281250000000002 SearchModels iteration 5> population: 16, bsize: 32, queue: 173, observed: 1788, best-error: 0.049999999999999774 worst-error: 0.3249999999999998 SearchModels iteration 6> population: 16, bsize: 32, queue: 168, observed: 1956, best-error: 0.024414062499999833 worst-error: 0.19941406250000004 SearchModels iteration 7> population: 16, bsize: 32, queue: 165, observed: 2121, best-error: 0.010002441406249696 worst-error: 0.10082275390625034 SearchModels iteration 8> population: 16, bsize: 32, queue: 180, observed: 2301, best-error: 0.0022804260253908243 worst-error: 0.048400878906249625 SearchModels iteration 9> population: 16, bsize: 32, queue: 182, observed: 2483, best-error: 0.0022804260253908243 worst-error: 0.029600381851196025 SearchModels iteration 10> population: 16, bsize: 32, queue: 183, observed: 2666, best-error: 0.0022804260253908243 worst-error: 0.010443916916846773 SearchModels iteration 11> population: 16, bsize: 32, queue: 185, observed: 2851, best-error: 0.0014653307199480002 worst-error: 0.004793253540992344 SearchModels iteration 12> population: 16, bsize: 32, queue: 181, observed: 3032, best-error: 7.962286472312766e-5 worst-error: 0.0023616415262222704 SearchModels iteration 13> population: 16, bsize: 32, queue: 174, observed: 3206, best-error: 9.775161743163803e-6 worst-error: 0.0004787660017610743 SearchModels iteration 14> population: 16, bsize: 32, queue: 177, observed: 3383, best-error: 3.824606546924638e-6 worst-error: 7.532779127358315e-5 SearchModels iteration 15> population: 16, bsize: 32, queue: 180, observed: 3563, best-error: 4.745145361080408e-7 worst-error: 1.6091674633599797e-5 SearchModels iteration 16> population: 16, bsize: 32, queue: 179, observed: 3742, best-error: 1.341122493059288e-7 worst-error: 2.33323220584125e-6 SearchModels iteration 17> population: 16, bsize: 32, queue: 182, observed: 3924, best-error: 5.960464832745626e-10 worst-error: 2.88494803158062e-7 SearchModels iteration 18> population: 16, bsize: 32, queue: 183, observed: 4107, best-error: 5.960464832745626e-10 worst-error: 5.993828382177887e-8 SearchModels> stop by convergence error=(1.0000183105468752, 1.0000457763671875) => 8.716565400253084e-9, iter=19 (of 300) 1 => ((1.0000061035156251, 1.00001220703125) => 3.7252903125024714e-11) 2 => ((0.9999755859375001, 0.999951171875) => 5.960464832745626e-10) 3 => ((0.9999908447265626, 0.9999847412109375) => 1.0150904477724214e-9) 4 => ((1.0000335693359377, 1.0000701904296874) => 2.0575352112146286e-9) 5 => ((1.0000335693359377, 1.0000701904296876) => 2.057535211350104e-9) 6 => ((1.0000488281250002, 1.0001007080078126) => 3.3140537424298003e-9) 7 => ((1.0000518798828129, 1.0001007080078126) => 3.624488314964838e-9) 8 => ((1.0000122070312503, 1.000030517578125) => 3.874120012938906e-9) 9 => ((1.0000183105468752, 1.000030517578125) => 4.0609757095012336e-9) 10 => ((0.9999328613281251, 0.9998626708984375) => 5.441677089189826e-9) 11 => ((1.0000732421875003, 1.0001434326171874) => 6.299017663438836e-9) 12 => ((1.0000579833984378, 1.0001220703125) => 7.083261827836464e-9) 13 => ((1.0000793457031252, 1.0001617431640626) => 7.223224527407403e-9) 14 => ((1.00008544921875, 1.0001678466796875) => 8.237353415005433e-9) 15 => ((1.0000671386718751, 1.000128173828125) => 8.23839603474771e-9) ===== 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: 169, observed: 1140, best-error: 1.62 worst-error: 30.420000000000023 SearchModels iteration 2> population: 16, bsize: 32, queue: 169, observed: 1309, best-error: 0.10000000000000016 worst-error: 3.5731250000000014 SearchModels iteration 3> population: 16, bsize: 32, queue: 162, observed: 1471, best-error: 0.10000000000000016 worst-error: 0.8200000000000001 SearchModels iteration 4> population: 16, bsize: 32, queue: 177, observed: 1648, best-error: 0.07261962890624998 worst-error: 0.1866015624999991 SearchModels iteration 5> population: 16, bsize: 32, queue: 163, observed: 1811, best-error: 0.060415191650390644 worst-error: 0.10055923461914062 SearchModels iteration 6> population: 16, bsize: 32, queue: 159, observed: 1970, best-error: 0.06001603126525881 worst-error: 0.07812499999999989 SearchModels iteration 7> population: 16, bsize: 32, queue: 149, observed: 2119, best-error: 0.058172769546508796 worst-error: 0.06334510862827301 SearchModels iteration 8> population: 16, bsize: 32, queue: 144, observed: 2263, best-error: 0.058117837905883776 worst-error: 0.060415191650390644 SearchModels iteration 9> population: 16, bsize: 32, queue: 149, observed: 2412, best-error: 0.05790116310119628 worst-error: 0.05941421508789058 SearchModels iteration 10> population: 16, bsize: 32, queue: 151, observed: 2563, best-error: 0.05790116310119628 worst-error: 0.05866224773708385 SearchModels iteration 11> population: 16, bsize: 32, queue: 144, observed: 2707, best-error: 0.05790116310119628 worst-error: 0.05817276954650876 SearchModels iteration 12> population: 16, bsize: 32, queue: 125, observed: 2832, best-error: 0.05790116310119628 worst-error: 0.057997732507210416 SearchModels iteration 13> population: 16, bsize: 32, queue: 101, observed: 2933, best-error: 0.05790040016174316 worst-error: 0.05790955543518066 SearchModels iteration 14> population: 16, bsize: 32, queue: 90, observed: 3023, best-error: 0.05790040016174316 worst-error: 0.05790165185928344 SearchModels iteration 15> population: 16, bsize: 32, queue: 84, observed: 3107, best-error: 0.05790039122104644 worst-error: 0.0579007339477539 SearchModels iteration 16> population: 16, bsize: 32, queue: 79, observed: 3186, best-error: 0.05790039122104644 worst-error: 0.05790046274662017 SearchModels> stop by convergence error=(0.759375, 0.5766357421875) => 0.05790041208267211, iter=17 (of 300) 1 => ((0.759375, 0.5766510009765624) => 0.057900390662252894) 2 => ((0.759375, 0.5766510009765626) => 0.057900390662252894) 3 => ((0.759375, 0.5766510009765625) => 0.057900390662252894) 4 => ((0.759375, 0.57664794921875) => 0.05790039122104644) 5 => ((0.759375, 0.5766479492187501) => 0.05790039122104644) 6 => ((0.759375, 0.576654052734375) => 0.0579003919661045) 7 => ((0.759375, 0.5766540527343751) => 0.0579003919661045) 8 => ((0.759375, 0.5766448974609375) => 0.057900393642485136) 9 => ((0.759375, 0.5766571044921875) => 0.05790039513260126) 10 => ((0.759375, 0.576641845703125) => 0.05790039792656898) 11 => ((0.759375, 0.57666015625) => 0.05790040016174316) 12 => ((0.759375, 0.5766601562500001) => 0.05790040016174316) 13 => ((0.759375, 0.5766387939453126) => 0.05790040407329797) 14 => ((0.759375, 0.5766387939453125) => 0.05790040407329797) 15 => ((0.759375, 0.5766632080078125) => 0.05790040705353021) Test Summary: | Total Time SearchModels.jl | 0 2.5s Testing SearchModels tests passed Testing completed after 21.92s PkgEval succeeded after 66.98s