Package evaluation of SearchModels on Julia 1.13.0-DEV.791 (d5209bd37d*) started at 2025-07-04T12:01:45.762 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 7.96s ################################################################################ # 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 v4.17.0 [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 v1.2.1 [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 v1.12.0 [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 v5.13.1+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 To see why use `status --outdated -m` Installation completed after 0.8s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 19.22s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_9WbTd5/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_9WbTd5/Manifest.toml` [34da2185] Compat v4.17.0 [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 v1.2.1 [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 v1.12.0 [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 v5.13.1+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: 59, observed: 359, best-error: 93642.46457608727 worst-error: 2.4180017762415516e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 59, observed: 418, best-error: 26523.362531450814 worst-error: 265731.52633211564 SearchModels iteration 3> population: 16, bsize: 64, queue: 57, observed: 475, best-error: 2550.4664455566362 worst-error: 45714.413171905784 SearchModels iteration 4> population: 16, bsize: 64, queue: 60, observed: 535, best-error: 731.3556152317199 worst-error: 11065.177248617527 SearchModels iteration 5> population: 16, bsize: 64, queue: 61, observed: 596, best-error: 37.59983375590479 worst-error: 1117.7994176776072 SearchModels iteration 6> population: 16, bsize: 64, queue: 59, observed: 655, best-error: 37.59983375590479 worst-error: 169.64824181653123 SearchModels iteration 7> population: 16, bsize: 64, queue: 60, observed: 715, best-error: 9.073460482468679 worst-error: 67.98956743255717 SearchModels iteration 8> population: 16, bsize: 64, queue: 56, observed: 771, best-error: 9.073460482468679 worst-error: 36.757947378910295 SearchModels iteration 9> population: 16, bsize: 64, queue: 59, observed: 830, best-error: 6.695954354219019 worst-error: 21.975925906525674 SearchModels iteration 10> population: 16, bsize: 64, queue: 55, observed: 885, best-error: 6.695954354219019 worst-error: 15.64482564769438 SearchModels iteration 11> population: 16, bsize: 64, queue: 57, observed: 942, best-error: 6.695954354219019 worst-error: 10.386202433019918 SearchModels iteration 12> population: 16, bsize: 64, queue: 55, observed: 997, best-error: 6.293350847163436 worst-error: 8.455985684331413 SearchModels iteration 13> population: 16, bsize: 64, queue: 55, observed: 1052, best-error: 6.293350847163436 worst-error: 7.137221413794903 SearchModels iteration 14> population: 16, bsize: 64, queue: 58, observed: 1110, best-error: 6.293350847163436 worst-error: 6.6364398135228955 SearchModels iteration 15> population: 16, bsize: 64, queue: 58, observed: 1168, best-error: 6.293350847163436 worst-error: 6.457930459543574 SearchModels iteration 16> population: 16, bsize: 64, queue: 60, observed: 1228, best-error: 6.273224787655434 worst-error: 6.368194367454097 SearchModels iteration 17> population: 16, bsize: 64, queue: 60, observed: 1288, best-error: 6.273224787655434 worst-error: 6.327364536243675 SearchModels iteration 18> population: 16, bsize: 64, queue: 58, observed: 1346, best-error: 6.271944288305324 worst-error: 6.303287216282697 SearchModels iteration 19> population: 16, bsize: 64, queue: 61, observed: 1407, best-error: 6.268008379498774 worst-error: 6.287372475128938 SearchModels iteration 20> population: 16, bsize: 64, queue: 54, observed: 1461, best-error: 6.187686343385687 worst-error: 6.277442915420354 SearchModels iteration 21> population: 16, bsize: 64, queue: 57, observed: 1518, best-error: 6.186269054945781 worst-error: 6.272057918177185 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1576, best-error: 6.186269054945781 worst-error: 6.249475093353587 SearchModels iteration 23> population: 16, bsize: 64, queue: 60, observed: 1636, best-error: 6.186269054945781 worst-error: 6.218035636319974 SearchModels iteration 24> population: 16, bsize: 64, queue: 63, observed: 1699, best-error: 6.17160687323047 worst-error: 6.203693968261406 SearchModels iteration 25> population: 16, bsize: 64, queue: 52, observed: 1751, best-error: 6.115445756419324 worst-error: 6.19403593172244 SearchModels iteration 26> population: 16, bsize: 64, queue: 59, observed: 1810, best-error: 6.110120089084542 worst-error: 6.180593568979074 SearchModels iteration 27> population: 16, bsize: 64, queue: 55, observed: 1865, best-error: 6.087682847116998 worst-error: 6.14235019831106 SearchModels iteration 28> population: 16, bsize: 64, queue: 59, observed: 1924, best-error: 6.087682847116998 worst-error: 6.115560462785062 SearchModels iteration 29> population: 16, bsize: 64, queue: 58, observed: 1982, best-error: 6.087682847116998 worst-error: 6.102069875422553 SearchModels iteration 30> population: 16, bsize: 64, queue: 55, observed: 2037, best-error: 6.0333205243380785 worst-error: 6.093713985648435 SearchModels iteration 31> population: 16, bsize: 64, queue: 58, observed: 2095, best-error: 6.0333205243380785 worst-error: 6.088378979791249 SearchModels iteration 32> population: 16, bsize: 64, queue: 58, observed: 2153, best-error: 6.0333205243380785 worst-error: 6.06080826533379 SearchModels iteration 33> population: 16, bsize: 64, queue: 56, observed: 2209, best-error: 6.0333205243380785 worst-error: 6.047019782524135 SearchModels iteration 34> population: 16, bsize: 64, queue: 57, observed: 2266, best-error: 5.9973968384956065 worst-error: 6.037573763808429 SearchModels iteration 35> population: 16, bsize: 64, queue: 59, observed: 2325, best-error: 5.9973968384956065 worst-error: 6.0343693601796495 SearchModels iteration 36> population: 16, bsize: 64, queue: 55, observed: 2380, best-error: 5.9973968384956065 worst-error: 6.0165826546976575 SearchModels iteration 37> population: 16, bsize: 64, queue: 59, observed: 2439, best-error: 5.984023340675875 worst-error: 6.011348387822441 SearchModels iteration 38> population: 16, bsize: 64, queue: 60, observed: 2499, best-error: 5.956677083459432 worst-error: 6.0021378256287345 SearchModels iteration 39> population: 16, bsize: 64, queue: 61, observed: 2560, best-error: 5.956677083459432 worst-error: 5.986771388878663 SearchModels iteration 40> population: 16, bsize: 64, queue: 58, observed: 2618, best-error: 5.928176229640651 worst-error: 5.976350182043099 SearchModels iteration 41> population: 16, bsize: 64, queue: 60, observed: 2678, best-error: 5.9115548207945015 worst-error: 5.961210914623729 SearchModels iteration 42> population: 16, bsize: 64, queue: 63, observed: 2741, best-error: 5.895964446140261 worst-error: 5.920301654823924 SearchModels iteration 43> population: 16, bsize: 64, queue: 58, observed: 2799, best-error: 5.880010153206051 worst-error: 5.909952054557228 SearchModels iteration 44> population: 16, bsize: 64, queue: 58, observed: 2857, best-error: 5.87065131463632 worst-error: 5.901940214783473 SearchModels iteration 45> population: 16, bsize: 64, queue: 58, observed: 2915, best-error: 5.87065131463632 worst-error: 5.888082932095908 SearchModels iteration 46> population: 16, bsize: 64, queue: 59, observed: 2974, best-error: 5.848523166822314 worst-error: 5.878905776019399 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3032, best-error: 5.845829893070669 worst-error: 5.87284636227107 SearchModels iteration 48> population: 16, bsize: 64, queue: 57, observed: 3089, best-error: 5.845829893070669 worst-error: 5.862654378688534 SearchModels iteration 49> population: 16, bsize: 64, queue: 59, observed: 3148, best-error: 5.835492759578131 worst-error: 5.857528557408985 SearchModels iteration 50> population: 16, bsize: 64, queue: 54, observed: 3202, best-error: 5.820706691281578 worst-error: 5.851587479876571 SearchModels iteration 51> population: 16, bsize: 64, queue: 60, observed: 3262, best-error: 5.817833684265493 worst-error: 5.839926313047017 SearchModels iteration 52> population: 16, bsize: 64, queue: 56, observed: 3318, best-error: 5.817833684265493 worst-error: 5.829411814409922 SearchModels iteration 53> population: 16, bsize: 64, queue: 61, observed: 3379, best-error: 5.794900168683874 worst-error: 5.82426783664472 SearchModels iteration 54> population: 16, bsize: 64, queue: 56, observed: 3435, best-error: 5.79069957004884 worst-error: 5.820706691281578 SearchModels iteration 55> population: 16, bsize: 64, queue: 58, observed: 3493, best-error: 5.779888343573415 worst-error: 5.811106647132185 SearchModels iteration 56> population: 16, bsize: 64, queue: 56, observed: 3549, best-error: 5.779888343573415 worst-error: 5.800632697903235 SearchModels iteration 57> population: 16, bsize: 64, queue: 58, observed: 3607, best-error: 5.776192862606186 worst-error: 5.79393038174238 SearchModels iteration 58> population: 16, bsize: 64, queue: 59, observed: 3666, best-error: 5.753899555554451 worst-error: 5.7881558346160595 SearchModels iteration 59> population: 16, bsize: 64, queue: 61, observed: 3727, best-error: 5.732505569649085 worst-error: 5.77832002962111 SearchModels iteration 60> population: 16, bsize: 64, queue: 53, observed: 3780, best-error: 5.732505569649085 worst-error: 5.7694950249161385 SearchModels iteration 61> population: 16, bsize: 64, queue: 60, observed: 3840, best-error: 5.728109325434981 worst-error: 5.753928944540406 SearchModels iteration 62> population: 16, bsize: 64, queue: 59, observed: 3899, best-error: 5.71756569349838 worst-error: 5.742576274880718 SearchModels iteration 63> population: 16, bsize: 64, queue: 58, observed: 3957, best-error: 5.71756569349838 worst-error: 5.734070775884917 SearchModels iteration 64> population: 16, bsize: 64, queue: 55, observed: 4012, best-error: 5.71756569349838 worst-error: 5.727277187286672 SearchModels iteration 65> population: 16, bsize: 64, queue: 57, observed: 4069, best-error: 5.707796545816944 worst-error: 5.7243495690874076 SearchModels iteration 66> population: 16, bsize: 64, queue: 59, observed: 4128, best-error: 5.703186347289325 worst-error: 5.721535491361502 SearchModels iteration 67> population: 16, bsize: 64, queue: 60, observed: 4188, best-error: 5.701325200874335 worst-error: 5.715648578539904 SearchModels iteration 68> population: 16, bsize: 64, queue: 59, observed: 4247, best-error: 5.701325200874335 worst-error: 5.711640024350408 SearchModels iteration 69> population: 16, bsize: 64, queue: 60, observed: 4307, best-error: 5.685870772700918 worst-error: 5.70710485081169 SearchModels iteration 70> population: 16, bsize: 64, queue: 59, observed: 4366, best-error: 5.685870772700918 worst-error: 5.704495649483038 SearchModels iteration 71> population: 16, bsize: 64, queue: 60, observed: 4426, best-error: 5.685870772700918 worst-error: 5.696217364658036 SearchModels iteration 72> population: 16, bsize: 64, queue: 56, observed: 4482, best-error: 5.677297272559914 worst-error: 5.692465604223812 SearchModels iteration 73> population: 16, bsize: 64, queue: 54, observed: 4536, best-error: 5.674630536175466 worst-error: 5.688794156246305 SearchModels iteration 74> population: 16, bsize: 64, queue: 58, observed: 4594, best-error: 5.674630536175466 worst-error: 5.683919637174727 SearchModels iteration 75> population: 16, bsize: 64, queue: 61, observed: 4655, best-error: 5.673098706619364 worst-error: 5.679740736066693 SearchModels iteration 76> population: 16, bsize: 64, queue: 60, observed: 4715, best-error: 5.673098706619364 worst-error: 5.677850033323065 SearchModels iteration 77> population: 16, bsize: 64, queue: 58, observed: 4773, best-error: 5.658451059896775 worst-error: 5.6759339431025975 SearchModels iteration 78> population: 16, bsize: 64, queue: 59, observed: 4832, best-error: 5.658451059896775 worst-error: 5.6738172970341445 SearchModels iteration 79> population: 16, bsize: 64, queue: 59, observed: 4891, best-error: 5.658451059896775 worst-error: 5.66665539368343 SearchModels iteration 80> population: 16, bsize: 64, queue: 59, observed: 4950, best-error: 5.6469765146111275 worst-error: 5.662283485792779 SearchModels iteration 81> population: 16, bsize: 64, queue: 61, observed: 5011, best-error: 5.6469765146111275 worst-error: 5.655650773606272 SearchModels iteration 82> population: 16, bsize: 64, queue: 59, observed: 5070, best-error: 5.6469765146111275 worst-error: 5.651465090494834 SearchModels iteration 83> population: 16, bsize: 64, queue: 60, observed: 5130, best-error: 5.6469765146111275 worst-error: 5.650035141746115 SearchModels iteration 84> population: 16, bsize: 64, queue: 58, observed: 5188, best-error: 5.6469765146111275 worst-error: 5.648943894714099 SearchModels iteration 85> population: 16, bsize: 64, queue: 55, observed: 5243, best-error: 5.644838765659525 worst-error: 5.648287772976521 SearchModels iteration 86> population: 16, bsize: 64, queue: 61, observed: 5304, best-error: 5.638854487076991 worst-error: 5.647664789214703 SearchModels iteration 87> population: 16, bsize: 64, queue: 59, observed: 5363, best-error: 5.630070836833609 worst-error: 5.646491690900811 SearchModels iteration 88> population: 16, bsize: 64, queue: 59, observed: 5422, best-error: 5.630070836833609 worst-error: 5.643208815229856 SearchModels iteration 89> population: 16, bsize: 64, queue: 60, observed: 5482, best-error: 5.630070836833609 worst-error: 5.639837859648296 SearchModels iteration 90> population: 16, bsize: 64, queue: 58, observed: 5540, best-error: 5.6177909292003765 worst-error: 5.63636214862827 SearchModels iteration 91> population: 16, bsize: 64, queue: 60, observed: 5600, best-error: 5.602471884708748 worst-error: 5.6332604637718156 SearchModels iteration 92> population: 16, bsize: 64, queue: 61, observed: 5661, best-error: 5.602471884708748 worst-error: 5.627061060603914 SearchModels iteration 93> population: 16, bsize: 64, queue: 60, observed: 5721, best-error: 5.602471884708748 worst-error: 5.6201136537707885 SearchModels iteration 94> population: 16, bsize: 64, queue: 57, observed: 5778, best-error: 5.602419595206016 worst-error: 5.613960321774254 SearchModels iteration 95> population: 16, bsize: 64, queue: 56, observed: 5834, best-error: 5.602419595206016 worst-error: 5.610044076709055 SearchModels iteration 96> population: 16, bsize: 64, queue: 61, observed: 5895, best-error: 5.596656736724544 worst-error: 5.606873574667769 SearchModels iteration 97> population: 16, bsize: 64, queue: 58, observed: 5953, best-error: 5.596656736724544 worst-error: 5.603407049744973 SearchModels iteration 98> population: 16, bsize: 64, queue: 62, observed: 6015, best-error: 5.58838067219127 worst-error: 5.599888025834785 SearchModels iteration 99> population: 16, bsize: 64, queue: 55, observed: 6070, best-error: 5.58838067219127 worst-error: 5.598342726432745 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.6448920148385163, 0.6278537612127786, 0.5177220637102415, 0.45066081080622333, 0.980847280973374] 1 => ([-0.18432284072386984, -0.07886757145488921, 0.4415412030435462, 0.4590326322073859, 0.9821009976245187] => 5.585550131055941) 2 => ([-0.18098610643880098, -0.0794922078002564, 0.4415412031738607, 0.4590326322073859, 0.9821009976245187] => 5.58838067219127) 3 => ([-0.18150301147719833, -0.07960631792401074, 0.4415412031738607, 0.4590326322073859, 0.9821009976245187] => 5.590779339227865) 4 => ([-0.18098610643880098, -0.0796949940446448, 0.4415412031738607, 0.4590326322073859, 0.9821009976245187] => 5.591113325610831) 5 => ([-0.18236169923775933, -0.07958868305771023, 0.44154120314908346, 0.4590326322073859, 0.9821009976245187] => 5.591973697426433) 6 => ([-0.18545466755783968, -0.07924431609378624, 0.44154120307475175, 0.4590326322073859, 0.9821009976245187] => 5.59250752671252) 7 => ([-0.1824978621028414, -0.0796562471694381, 0.4415412030435462, 0.4590326322073859, 0.9821009976245187] => 5.593111500417498) 8 => ([-0.18201991651559568, -0.07972042804776508, 0.4415412031738607, 0.4590326322073859, 0.9821009976245187] => 5.593179417401572) 9 => ([-0.18277248054675188, -0.07963175192713101, 0.4415412031738607, 0.4590326322073859, 0.9821009976245187] => 5.593239688233312) 10 => ([-0.18098610643880098, -0.07989778028903322, 0.4415412031738607, 0.4590326322073859, 0.9821009976245187] => 5.593848747929638) 11 => ([-0.18459597979727868, -0.07946473720447515, 0.441541203099529, 0.4590326322073859, 0.9821009976245187] => 5.594036957240042) 12 => ([-0.18316887259496895, -0.07964599091676079, 0.4415412031738607, 0.4590326322073859, 0.9821009976245187] => 5.59409348134608) 13 => ([-0.1852880071519097, -0.07941912995326186, 0.4415412031243062, 0.4590326322073859, 0.9821009976245187] => 5.594581075092885) 14 => ([-0.183711534835042, -0.0796212365556454, 0.44154120314908346, 0.4590326322073859, 0.9821009976245187] => 5.594666450774984) 15 => ([-0.18425419707511503, -0.07959648219453, 0.4415412031243062, 0.4590326322073859, 0.9821009976245187] => 5.595240050430601) Test Summary: | Total Time SearchModels.jl | 0 6.2s ===== 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: 163, observed: 1131, best-error: 0.4999999999999982 worst-error: 21.520000000000035 SearchModels iteration 2> population: 16, bsize: 32, queue: 170, observed: 1301, best-error: 0.3200000000000003 worst-error: 4.0 SearchModels iteration 3> population: 16, bsize: 32, queue: 146, observed: 1447, best-error: 0.16999999999999993 worst-error: 1.3281250000000004 SearchModels iteration 4> population: 16, bsize: 32, queue: 156, observed: 1603, best-error: 0.023124999999999948 worst-error: 0.25 SearchModels iteration 5> population: 16, bsize: 32, queue: 174, observed: 1777, best-error: 0.023124999999999948 worst-error: 0.11273681640624995 SearchModels iteration 6> population: 16, bsize: 32, queue: 171, observed: 1948, best-error: 0.02261962890625 worst-error: 0.04765625000000004 SearchModels iteration 7> population: 16, bsize: 32, queue: 148, observed: 2096, best-error: 0.018908691406249987 worst-error: 0.025791168212890556 SearchModels iteration 8> population: 16, bsize: 32, queue: 157, observed: 2253, best-error: 0.01660156249999989 worst-error: 0.02125426352024077 SearchModels iteration 9> population: 16, bsize: 32, queue: 154, observed: 2407, best-error: 0.01660156249999989 worst-error: 0.019514627456664994 SearchModels iteration 10> population: 16, bsize: 32, queue: 159, observed: 2566, best-error: 0.01660156249999989 worst-error: 0.017745793277863405 SearchModels iteration 11> population: 16, bsize: 32, queue: 162, observed: 2728, best-error: 0.016404855884611564 worst-error: 0.017026327031198808 SearchModels iteration 12> population: 16, bsize: 32, queue: 171, observed: 2899, best-error: 0.016404855884611564 worst-error: 0.01666581118465719 SearchModels iteration 13> population: 16, bsize: 32, queue: 156, observed: 3055, best-error: 0.01633550515384739 worst-error: 0.016496027291660127 SearchModels iteration 14> population: 16, bsize: 32, queue: 168, observed: 3223, best-error: 0.016182101336082732 worst-error: 0.016352957813570015 SearchModels iteration 15> population: 16, bsize: 32, queue: 158, observed: 3381, best-error: 0.016180816043822138 worst-error: 0.016263914741575704 SearchModels iteration 16> population: 16, bsize: 32, queue: 148, observed: 3529, best-error: 0.01618050617333268 worst-error: 0.01621261736990219 SearchModels iteration 17> population: 16, bsize: 32, queue: 133, observed: 3662, best-error: 0.01617888682310935 worst-error: 0.016188130407045455 SearchModels iteration 18> population: 16, bsize: 32, queue: 142, observed: 3804, best-error: 0.016178416555405885 worst-error: 0.016181410899770113 SearchModels iteration 19> population: 16, bsize: 32, queue: 132, observed: 3936, best-error: 0.016178416555405885 worst-error: 0.016179883213746336 SearchModels iteration 20> population: 16, bsize: 32, queue: 145, observed: 4081, best-error: 0.016178416555405885 worst-error: 0.01617905963469397 SearchModels iteration 21> population: 16, bsize: 32, queue: 135, observed: 4216, best-error: 0.016178397332148375 worst-error: 0.016178683102353344 SearchModels iteration 22> population: 16, bsize: 32, queue: 115, observed: 4331, best-error: 0.016178395544039388 worst-error: 0.016178501546999735 SearchModels> stop by convergence error=(0.8730049133300781, 0.7614257812500002) => 0.016178417599063966, iter=23 (of 300) 1 => ((0.8730148315429687, 0.7614257812500002) => 0.01617839385363443) 2 => ((0.8730117797851562, 0.7614257812500002) => 0.016178394747696355) 3 => ((0.873016357421875, 0.7614257812500002) => 0.016178395544039388) 4 => ((0.873011016845703, 0.7614257812500002) => 0.016178395861804723) 5 => ((0.8730102539062501, 0.7614257812500002) => 0.016178397332148375) 6 => ((0.8730094909667969, 0.7614257812500002) => 0.0161783991587264) 7 => ((0.8730087280273438, 0.7614257812500002) => 0.016178401341537845) 8 => ((0.8730079650878906, 0.7614257812500002) => 0.01617840388058179) 9 => ((0.8730077743530273, 0.7614257812500002) => 0.016178404571003998) 10 => ((0.8730072021484375, 0.7614257812500002) => 0.016178406775857298) 11 => ((0.8730072021484376, 0.7614257812500002) => 0.016178406775857305) 12 => ((0.8730072021484374, 0.7614257812500002) => 0.016178406775857312) 13 => ((0.8730064392089845, 0.7614257812500002) => 0.016178410027363466) 14 => ((0.8730056762695313, 0.7614257812500002) => 0.016178413635099326) 15 => ((0.8730224609375, 0.7614257812500002) => 0.016178416555405885) ===== 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: 173, observed: 1138, best-error: 1.2999999999999998 worst-error: 42.09999999999999 SearchModels iteration 2> population: 16, bsize: 32, queue: 169, observed: 1307, best-error: 0.25 worst-error: 4.103124999999998 SearchModels iteration 3> population: 16, bsize: 32, queue: 178, observed: 1485, best-error: 0.02000000000000001 worst-error: 1.2200000000000022 SearchModels iteration 4> population: 16, bsize: 32, queue: 171, observed: 1656, best-error: 0.02000000000000001 worst-error: 0.4384765625 SearchModels iteration 5> population: 16, bsize: 32, queue: 178, observed: 1834, best-error: 0.02000000000000001 worst-error: 0.22566406249999998 SearchModels iteration 6> population: 16, bsize: 32, queue: 169, observed: 2003, best-error: 0.02000000000000001 worst-error: 0.14791030883788991 SearchModels iteration 7> population: 16, bsize: 32, queue: 159, observed: 2162, best-error: 0.01660156250000014 worst-error: 0.039016265869140886 SearchModels iteration 8> population: 16, bsize: 32, queue: 171, observed: 2333, best-error: 0.006103515624999997 worst-error: 0.020000000000000434 SearchModels iteration 9> population: 16, bsize: 32, queue: 185, observed: 2518, best-error: 0.006103515624999997 worst-error: 0.013469502963125546 SearchModels iteration 10> population: 16, bsize: 32, queue: 173, observed: 2691, best-error: 0.006103515624999997 worst-error: 0.009475363011006183 SearchModels iteration 11> population: 16, bsize: 32, queue: 167, observed: 2858, best-error: 0.006103515624999997 worst-error: 0.00774414062499997 SearchModels iteration 12> population: 16, bsize: 32, queue: 168, observed: 3026, best-error: 0.006103515624999997 worst-error: 0.006985011251390451 SearchModels iteration 13> population: 16, bsize: 32, queue: 167, observed: 3193, best-error: 0.006103515624999997 worst-error: 0.00658427838236094 SearchModels iteration 14> population: 16, bsize: 32, queue: 168, observed: 3361, best-error: 0.006043003725353613 worst-error: 0.006317146087531024 SearchModels iteration 15> population: 16, bsize: 32, queue: 173, observed: 3534, best-error: 0.005663454532623283 worst-error: 0.006043003725353613 SearchModels iteration 16> population: 16, bsize: 32, queue: 169, observed: 3703, best-error: 0.005663454532623283 worst-error: 0.005888946145432791 SearchModels iteration 17> population: 16, bsize: 32, queue: 164, observed: 3867, best-error: 0.005663454532623283 worst-error: 0.005778175264276791 SearchModels iteration 18> population: 16, bsize: 32, queue: 168, observed: 4035, best-error: 0.005663454532623283 worst-error: 0.005736486214382799 SearchModels iteration 19> population: 16, bsize: 32, queue: 167, observed: 4202, best-error: 0.005663454532623283 worst-error: 0.005703373217726872 SearchModels iteration 20> population: 16, bsize: 32, queue: 161, observed: 4363, best-error: 0.0056591841660434666 worst-error: 0.005680706252614728 SearchModels iteration 21> population: 16, bsize: 32, queue: 153, observed: 4516, best-error: 0.0056591841660434666 worst-error: 0.005668749085477707 SearchModels iteration 22> population: 16, bsize: 32, queue: 147, observed: 4663, best-error: 0.005658912324567763 worst-error: 0.005663231185577893 SearchModels iteration 23> population: 16, bsize: 32, queue: 124, observed: 4787, best-error: 0.005658862711039653 worst-error: 0.005660146534381687 SearchModels iteration 24> population: 16, bsize: 32, queue: 101, observed: 4888, best-error: 0.005658858959870833 worst-error: 0.005658977366306987 SearchModels iteration 25> population: 16, bsize: 32, queue: 96, observed: 4984, best-error: 0.005658858959870833 worst-error: 0.005658869720074692 SearchModels> stop by convergence error=(0.9248817443847657, 0.8550048828125001) => 0.0056588611738657, iter=26 (of 300) 1 => ((0.9248844146728517, 0.8550048828125001) => 0.005658858940512329) 2 => ((0.924884033203125, 0.8550048828125001) => 0.005658858959870831) 3 => ((0.9248840332031251, 0.8550048828125001) => 0.005658858959870833) 4 => ((0.9248847961425781, 0.8550048828125001) => 0.005658859021051485) 5 => ((0.9248836517333985, 0.8550048828125001) => 0.005658859079126865) 6 => ((0.9248851776123047, 0.8550048828125001) => 0.005658859201488417) 7 => ((0.9248851776123048, 0.8550048828125001) => 0.005658859201488418) 8 => ((0.9248832702636719, 0.8550048828125001) => 0.005658859298280304) 9 => ((0.924883270263672, 0.8550048828125001) => 0.005658859298280304) 10 => ((0.9248855590820313, 0.8550048828125001) => 0.005658859481823256) 11 => ((0.9248828887939453, 0.8550048828125001) => 0.005658859617331032) 12 => ((0.9248828887939454, 0.8550048828125001) => 0.005658859617331034) 13 => ((0.9248825073242188, 0.8550048828125001) => 0.005658860036278922) 14 => ((0.9248863220214845, 0.8550048828125001) => 0.005658860342187132) 15 => ((0.9248867034912109, 0.8550048828125001) => 0.0056588609222164125) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 19.97s PkgEval succeeded after 61.98s