Package evaluation of SearchModels on Julia 1.13.0-DEV.959 (b35c4f471f*) started at 2025-08-05T14:03:40.108 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.83s ################################################################################ # 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 v4.18.0 [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 v1.2.1 [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 v1.13.0 [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 To see why use `status --outdated -m` Installation completed after 1.11s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 22.46s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_eYUIzC/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_eYUIzC/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 v1.2.1 [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 v1.13.0 [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: 59, observed: 359, best-error: 49793.048582041265 worst-error: 997488.0704232049 SearchModels iteration 2> population: 16, bsize: 64, queue: 60, observed: 419, best-error: 10534.713245154435 worst-error: 96347.6566712361 SearchModels iteration 3> population: 16, bsize: 64, queue: 58, observed: 477, best-error: 397.06857562026954 worst-error: 25951.954933691173 SearchModels iteration 4> population: 16, bsize: 64, queue: 55, observed: 532, best-error: 57.08583325158893 worst-error: 2006.4513016365745 SearchModels iteration 5> population: 16, bsize: 64, queue: 57, observed: 589, best-error: 32.68240556114847 worst-error: 384.00403627010826 SearchModels iteration 6> population: 16, bsize: 64, queue: 57, observed: 646, best-error: 17.15905296789676 worst-error: 77.96736197808038 SearchModels iteration 7> population: 16, bsize: 64, queue: 58, observed: 704, best-error: 17.15905296789676 worst-error: 44.855372856485474 SearchModels iteration 8> population: 16, bsize: 64, queue: 56, observed: 760, best-error: 17.15905296789676 worst-error: 27.59568123586351 SearchModels iteration 9> population: 16, bsize: 64, queue: 60, observed: 820, best-error: 16.820367350980916 worst-error: 22.150645330424126 SearchModels iteration 10> population: 16, bsize: 64, queue: 63, observed: 883, best-error: 16.820367350980916 worst-error: 19.027928973688113 SearchModels iteration 11> population: 16, bsize: 64, queue: 56, observed: 939, best-error: 16.45528119869916 worst-error: 17.673599366526066 SearchModels iteration 12> population: 16, bsize: 64, queue: 56, observed: 995, best-error: 16.45528119869916 worst-error: 17.02672778967525 SearchModels iteration 13> population: 16, bsize: 64, queue: 59, observed: 1054, best-error: 16.45528119869916 worst-error: 16.801443469211286 SearchModels iteration 14> population: 16, bsize: 64, queue: 58, observed: 1112, best-error: 16.305978722273455 worst-error: 16.61265750000711 SearchModels iteration 15> population: 16, bsize: 64, queue: 61, observed: 1173, best-error: 16.295726531467395 worst-error: 16.50769932318647 SearchModels iteration 16> population: 16, bsize: 64, queue: 59, observed: 1232, best-error: 16.23818277358236 worst-error: 16.387713760748586 SearchModels iteration 17> population: 16, bsize: 64, queue: 58, observed: 1290, best-error: 16.174712615845905 worst-error: 16.31402048573231 SearchModels iteration 18> population: 16, bsize: 64, queue: 58, observed: 1348, best-error: 16.021848143727436 worst-error: 16.247889882740225 SearchModels iteration 19> population: 16, bsize: 64, queue: 62, observed: 1410, best-error: 16.00857250405497 worst-error: 16.187422962444348 SearchModels iteration 20> population: 16, bsize: 64, queue: 58, observed: 1468, best-error: 15.972157036969113 worst-error: 16.084197380388375 SearchModels iteration 21> population: 16, bsize: 64, queue: 50, observed: 1518, best-error: 15.889875739626603 worst-error: 16.01953440917598 SearchModels iteration 22> population: 16, bsize: 64, queue: 61, observed: 1579, best-error: 15.889875739626603 worst-error: 15.980158133902068 SearchModels iteration 23> population: 16, bsize: 64, queue: 59, observed: 1638, best-error: 15.889875739626603 worst-error: 15.93957603111843 SearchModels iteration 24> population: 16, bsize: 64, queue: 62, observed: 1700, best-error: 15.802337890294918 worst-error: 15.907332738078894 SearchModels iteration 25> population: 16, bsize: 64, queue: 61, observed: 1761, best-error: 15.742610758675859 worst-error: 15.867930957495684 SearchModels iteration 26> population: 16, bsize: 64, queue: 61, observed: 1822, best-error: 15.742610758675859 worst-error: 15.839901276735798 SearchModels iteration 27> population: 16, bsize: 64, queue: 59, observed: 1881, best-error: 15.742610758675859 worst-error: 15.794638440497948 SearchModels iteration 28> population: 16, bsize: 64, queue: 57, observed: 1938, best-error: 15.658409349629588 worst-error: 15.778952003014792 SearchModels iteration 29> population: 16, bsize: 64, queue: 59, observed: 1997, best-error: 15.658409349629588 worst-error: 15.74707032206873 SearchModels iteration 30> population: 16, bsize: 64, queue: 59, observed: 2056, best-error: 15.619361086721437 worst-error: 15.715255401563072 SearchModels iteration 31> population: 16, bsize: 64, queue: 59, observed: 2115, best-error: 15.56672915212599 worst-error: 15.674843369700273 SearchModels iteration 32> population: 16, bsize: 64, queue: 61, observed: 2176, best-error: 15.56672915212599 worst-error: 15.637995512468997 SearchModels iteration 33> population: 16, bsize: 64, queue: 60, observed: 2236, best-error: 15.520197554278631 worst-error: 15.604810173414297 SearchModels iteration 34> population: 16, bsize: 64, queue: 59, observed: 2295, best-error: 15.507260175073132 worst-error: 15.580550907751133 SearchModels iteration 35> population: 16, bsize: 64, queue: 59, observed: 2354, best-error: 15.505129582233517 worst-error: 15.543333637591676 SearchModels iteration 36> population: 16, bsize: 64, queue: 59, observed: 2413, best-error: 15.49446649260454 worst-error: 15.527625789961448 SearchModels iteration 37> population: 16, bsize: 64, queue: 62, observed: 2475, best-error: 15.494222165810614 worst-error: 15.513359913252831 SearchModels iteration 38> population: 16, bsize: 64, queue: 57, observed: 2532, best-error: 15.492096455263585 worst-error: 15.504363991665326 SearchModels iteration 39> population: 16, bsize: 64, queue: 58, observed: 2590, best-error: 15.474973283737663 worst-error: 15.498887084868489 SearchModels iteration 40> population: 16, bsize: 64, queue: 56, observed: 2646, best-error: 15.459950256814778 worst-error: 15.494222165810614 SearchModels iteration 41> population: 16, bsize: 64, queue: 58, observed: 2704, best-error: 15.458536007533226 worst-error: 15.47567974758682 SearchModels iteration 42> population: 16, bsize: 64, queue: 57, observed: 2761, best-error: 15.433558914412606 worst-error: 15.466516309608014 SearchModels iteration 43> population: 16, bsize: 64, queue: 61, observed: 2822, best-error: 15.399416912493159 worst-error: 15.456641581256074 SearchModels iteration 44> population: 16, bsize: 64, queue: 61, observed: 2883, best-error: 15.399416912493159 worst-error: 15.442590577565552 SearchModels iteration 45> population: 16, bsize: 64, queue: 59, observed: 2942, best-error: 15.319384631904006 worst-error: 15.416253763967802 SearchModels iteration 46> population: 16, bsize: 64, queue: 60, observed: 3002, best-error: 15.319384631904006 worst-error: 15.399509441606586 SearchModels iteration 47> population: 16, bsize: 64, queue: 61, observed: 3063, best-error: 15.319384631904006 worst-error: 15.374170423760685 SearchModels iteration 48> population: 16, bsize: 64, queue: 55, observed: 3118, best-error: 15.319384631904006 worst-error: 15.354983382156666 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3176, best-error: 15.288492908479078 worst-error: 15.337545258453428 SearchModels iteration 50> population: 16, bsize: 64, queue: 61, observed: 3237, best-error: 15.288492908479078 worst-error: 15.327446897658087 SearchModels iteration 51> population: 16, bsize: 64, queue: 58, observed: 3295, best-error: 15.245054876542003 worst-error: 15.309463081191302 SearchModels iteration 52> population: 16, bsize: 64, queue: 58, observed: 3353, best-error: 15.244849519987103 worst-error: 15.294424500324796 SearchModels iteration 53> population: 16, bsize: 64, queue: 58, observed: 3411, best-error: 15.244849519987103 worst-error: 15.273845211524904 SearchModels iteration 54> population: 16, bsize: 64, queue: 56, observed: 3467, best-error: 15.226046340676898 worst-error: 15.25413927677873 SearchModels iteration 55> population: 16, bsize: 64, queue: 56, observed: 3523, best-error: 15.226046340676898 worst-error: 15.244849519987103 SearchModels iteration 56> population: 16, bsize: 64, queue: 62, observed: 3585, best-error: 15.20854132723375 worst-error: 15.235422830681273 SearchModels iteration 57> population: 16, bsize: 64, queue: 60, observed: 3645, best-error: 15.20447535178904 worst-error: 15.219882844388593 SearchModels iteration 58> population: 16, bsize: 64, queue: 57, observed: 3702, best-error: 15.164637502642533 worst-error: 15.210566281026779 SearchModels iteration 59> population: 16, bsize: 64, queue: 60, observed: 3762, best-error: 15.164637502642533 worst-error: 15.206164815781227 SearchModels iteration 60> population: 16, bsize: 64, queue: 56, observed: 3818, best-error: 15.157902935669718 worst-error: 15.186369682125267 SearchModels iteration 61> population: 16, bsize: 64, queue: 60, observed: 3878, best-error: 15.143957685849141 worst-error: 15.173778824746712 SearchModels iteration 62> population: 16, bsize: 64, queue: 55, observed: 3933, best-error: 15.137305865178018 worst-error: 15.166881319008159 SearchModels iteration 63> population: 16, bsize: 64, queue: 60, observed: 3993, best-error: 15.132738227748623 worst-error: 15.15218025629375 SearchModels iteration 64> population: 16, bsize: 64, queue: 59, observed: 4052, best-error: 15.114679146501585 worst-error: 15.139140028045528 SearchModels iteration 65> population: 16, bsize: 64, queue: 58, observed: 4110, best-error: 15.081449393812402 worst-error: 15.127506304496105 SearchModels iteration 66> population: 16, bsize: 64, queue: 57, observed: 4167, best-error: 15.081449393812402 worst-error: 15.119298570186404 SearchModels iteration 67> population: 16, bsize: 64, queue: 53, observed: 4220, best-error: 15.081449393812402 worst-error: 15.103328007795591 SearchModels iteration 68> population: 16, bsize: 64, queue: 60, observed: 4280, best-error: 15.081449393812402 worst-error: 15.094571607701475 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4339, best-error: 15.081449393812402 worst-error: 15.089947865275331 SearchModels iteration 70> population: 16, bsize: 64, queue: 57, observed: 4396, best-error: 15.058686021085395 worst-error: 15.086009387905754 SearchModels iteration 71> population: 16, bsize: 64, queue: 59, observed: 4455, best-error: 15.058686021085395 worst-error: 15.082121077976613 SearchModels iteration 72> population: 16, bsize: 64, queue: 60, observed: 4515, best-error: 15.052634746517683 worst-error: 15.069148276394516 SearchModels iteration 73> population: 16, bsize: 64, queue: 57, observed: 4572, best-error: 15.032508717698377 worst-error: 15.06142389646824 SearchModels iteration 74> population: 16, bsize: 64, queue: 56, observed: 4628, best-error: 15.028742059242154 worst-error: 15.049012261805558 SearchModels iteration 75> population: 16, bsize: 64, queue: 58, observed: 4686, best-error: 15.025161199175953 worst-error: 15.044786571611139 SearchModels iteration 76> population: 16, bsize: 64, queue: 55, observed: 4741, best-error: 15.018988653107124 worst-error: 15.035276148070297 SearchModels iteration 77> population: 16, bsize: 64, queue: 59, observed: 4800, best-error: 15.010017772667153 worst-error: 15.028616886732792 SearchModels iteration 78> population: 16, bsize: 64, queue: 60, observed: 4860, best-error: 15.010017772667153 worst-error: 15.022171997068618 SearchModels iteration 79> population: 16, bsize: 64, queue: 58, observed: 4918, best-error: 14.995270423175995 worst-error: 15.01717804935828 SearchModels iteration 80> population: 16, bsize: 64, queue: 59, observed: 4977, best-error: 14.991844825639467 worst-error: 15.012674258015405 SearchModels iteration 81> population: 16, bsize: 64, queue: 61, observed: 5038, best-error: 14.991844825639467 worst-error: 15.003071334732825 SearchModels iteration 82> population: 16, bsize: 64, queue: 57, observed: 5095, best-error: 14.966993544108009 worst-error: 14.995270423175995 SearchModels iteration 83> population: 16, bsize: 64, queue: 59, observed: 5154, best-error: 14.966993544108009 worst-error: 14.99157421832408 SearchModels iteration 84> population: 16, bsize: 64, queue: 62, observed: 5216, best-error: 14.964669459725563 worst-error: 14.979863194103471 SearchModels iteration 85> population: 16, bsize: 64, queue: 58, observed: 5274, best-error: 14.954639529707288 worst-error: 14.972666528190627 SearchModels iteration 86> population: 16, bsize: 64, queue: 62, observed: 5336, best-error: 14.954639529707288 worst-error: 14.966761372280393 SearchModels iteration 87> population: 16, bsize: 64, queue: 60, observed: 5396, best-error: 14.954639529707288 worst-error: 14.960965251525073 SearchModels iteration 88> population: 16, bsize: 64, queue: 59, observed: 5455, best-error: 14.855546563102449 worst-error: 14.957666918869862 SearchModels iteration 89> population: 16, bsize: 64, queue: 56, observed: 5511, best-error: 13.644868571479032 worst-error: 14.945803800463201 SearchModels iteration 90> population: 16, bsize: 64, queue: 57, observed: 5568, best-error: 13.604288891781525 worst-error: 13.682798126867807 SearchModels iteration 91> population: 16, bsize: 64, queue: 60, observed: 5628, best-error: 13.583466351453914 worst-error: 13.63405954960977 SearchModels iteration 92> population: 16, bsize: 64, queue: 58, observed: 5686, best-error: 13.583466351453914 worst-error: 13.603112159196735 SearchModels iteration 93> population: 16, bsize: 64, queue: 60, observed: 5746, best-error: 13.54039090481045 worst-error: 13.592070706563845 SearchModels iteration 94> population: 16, bsize: 64, queue: 57, observed: 5803, best-error: 13.54039090481045 worst-error: 13.584063066804552 SearchModels iteration 95> population: 16, bsize: 64, queue: 59, observed: 5862, best-error: 13.54039090481045 worst-error: 13.565042748706714 SearchModels iteration 96> population: 16, bsize: 64, queue: 60, observed: 5922, best-error: 13.512808293851702 worst-error: 13.555389783907142 SearchModels iteration 97> population: 16, bsize: 64, queue: 59, observed: 5981, best-error: 13.49580296011307 worst-error: 13.54714155494098 SearchModels iteration 98> population: 16, bsize: 64, queue: 56, observed: 6037, best-error: 13.49580296011307 worst-error: 13.528171435730531 SearchModels iteration 99> population: 16, bsize: 64, queue: 56, observed: 6093, best-error: 13.482734692912691 worst-error: 13.509480512628619 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.42212050136345247, 0.9593537778797372, 0.3216381089357985, 0.5047409918726241, 0.3368537629128081] 1 => ([1.336249472915708, -0.24894842543019272, 0.10818958662406732, 0.5216725263286706, 0.33960715651068707] => 13.43523927714354) 2 => ([1.3245085472271023, -0.2508534179332849, 0.10831974020197174, 0.521672526348514, 0.3396071565089712] => 13.474324450636068) 3 => ([1.3403996671717002, -0.25222432707158116, 0.11034161073447636, 0.521672526306601, 0.33960715651259543] => 13.482734692912691) 4 => ([1.3317094736431314, -0.2518311183780379, 0.10980654661239217, 0.5216725263176358, 0.33960715651164125] => 13.483428891542394) 5 => ([1.3230192801145624, -0.25143790968449464, 0.10927148249030799, 0.5216725263286706, 0.33960715651068707] => 13.48607886854527) 6 => ([1.327732094503647, -0.25228435245917513, 0.10932236886671716, 0.5216725263397054, 0.3396071565097329] => 13.490958980430019) 7 => ([1.3264044731515523, -0.25205773541860654, 0.10984309817070234, 0.5216725263286706, 0.33960715651068707] => 13.492959587784854) 8 => ([1.332746530716308, -0.25278342256723574, 0.10984471139469906, 0.5216725263259119, 0.3396071565109256] => 13.494365833880032) 9 => ([1.3309281063409728, -0.252646182150555, 0.10979789551125699, 0.5216725263154203, 0.3396071565118328] => 13.49449612926987) 10 => ([1.3324194189533092, -0.2527931395920995, 0.10987227416923391, 0.5216725263275575, 0.3396071565107833] => 13.495091819914165) 11 => ([1.3325836618771005, -0.2531307952338556, 0.10937325524312633, 0.5216725263507402, 0.3396071565087787] => 13.49580296011307) 12 => ([1.3324449088927317, -0.2531307952338556, 0.10937325524312633, 0.5216725263507402, 0.3396071565087787] => 13.495974616444908) 13 => ([1.3289468131264301, -0.25285631440049416, 0.10927962347624222, 0.5216725263297569, 0.33960715651059314] => 13.496383197865685) 14 => ([1.3240563371877392, -0.25239021387369254, 0.10930964727261487, 0.5216725263369467, 0.3396071565099714] => 13.496829557319069) 15 => ([1.3317810982166844, -0.2530174867135713, 0.10963361989511891, 0.5216725263452229, 0.33960715650925577] => 13.496969076209572) 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: 165, observed: 1132, best-error: 0.4999999999999999 worst-error: 31.520000000000003 SearchModels iteration 2> population: 16, bsize: 32, queue: 170, observed: 1302, best-error: 0.39999999999999797 worst-error: 2.5000000000000004 SearchModels iteration 3> population: 16, bsize: 32, queue: 154, observed: 1456, best-error: 0.0006640625000000216 worst-error: 0.5781250000000069 SearchModels iteration 4> population: 16, bsize: 32, queue: 176, observed: 1632, best-error: 0.0006640625000000216 worst-error: 0.15211181640625168 SearchModels iteration 5> population: 16, bsize: 32, queue: 171, observed: 1803, best-error: 0.00015869140625002082 worst-error: 0.03773681640625073 SearchModels iteration 6> population: 16, bsize: 32, queue: 174, observed: 1977, best-error: 0.00015869140625002082 worst-error: 0.010166168212890592 SearchModels iteration 7> population: 16, bsize: 32, queue: 173, observed: 2150, best-error: 0.00015869140625002082 worst-error: 0.003750467300414871 SearchModels iteration 8> population: 16, bsize: 32, queue: 177, observed: 2327, best-error: 3.921508789062566e-5 worst-error: 0.0008505344390868501 SearchModels iteration 9> population: 16, bsize: 32, queue: 180, observed: 2507, best-error: 9.775161743167012e-6 worst-error: 0.00011844281107199303 SearchModels iteration 10> population: 16, bsize: 32, queue: 185, observed: 2692, best-error: 1.525902189313402e-7 worst-error: 1.814265051509343e-5 SearchModels iteration 11> population: 16, bsize: 32, queue: 185, observed: 2877, best-error: 3.814711817533655e-8 worst-error: 2.7867175231171744e-6 SearchModels iteration 12> population: 16, bsize: 32, queue: 170, observed: 3047, best-error: 3.814711817533655e-8 worst-error: 3.234118139484068e-7 SearchModels iteration 13> population: 16, bsize: 32, queue: 174, observed: 3221, best-error: 1.9770826437101608e-29 worst-error: 6.49428722337458e-8 SearchModels> stop by convergence error=(1.0000244140625, 1.00006103515625) => 1.5495752484938028e-8, iter=14 (of 300) 1 => ((1.0000000000000002, 1.0) => 1.9770826437101608e-29) 2 => ((1.0000122070312503, 1.0000244140625) => 1.4901161416544344e-10) 3 => ((0.9999633789062501, 0.9999267578125) => 1.3411046872959878e-9) 4 => ((0.9999511718750003, 0.99990234375) => 2.384186359424032e-9) 5 => ((1.0000488281250002, 1.00009765625) => 2.384186359467347e-9) 6 => ((0.9999389648437502, 0.9998779296875) => 3.725291686213921e-9) 7 => ((0.9999267578125002, 0.9998535156249999) => 5.364420907457682e-9) 8 => ((0.9999023437500002, 0.9998046875) => 9.53675225897135e-9) 9 => ((0.9998901367187503, 0.9997802734375001) => 1.2069955135305742e-8) 10 => ((1.0000000000000002, 1.00001220703125) => 1.4901161192871876e-8) 11 => ((0.9998779296875001, 0.9997558593749999) => 1.4901183398282036e-8) 12 => ((0.9999877929687503, 0.99998779296875) => 1.504980900867685e-8) 13 => ((0.9999877929687502, 0.99998779296875) => 1.5049809009221655e-8) 14 => ((0.9999755859375002, 0.9999633789062499) => 1.549575248410865e-8) 15 => ((0.9999755859375002, 0.9999633789062501) => 1.5495752484650725e-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: 171, observed: 1132, best-error: 1.6 worst-error: 25.22 SearchModels iteration 2> population: 16, bsize: 32, queue: 170, observed: 1302, best-error: 0.09812500000000045 worst-error: 1.45 SearchModels iteration 3> population: 16, bsize: 32, queue: 182, observed: 1484, best-error: 0.0031249999999999776 worst-error: 0.22812499999999988 SearchModels iteration 4> population: 16, bsize: 32, queue: 181, observed: 1665, best-error: 0.0001586914062500014 worst-error: 0.06003906250000017 SearchModels iteration 5> population: 16, bsize: 32, queue: 163, observed: 1828, best-error: 0.0001586914062500014 worst-error: 0.013713378906249296 SearchModels iteration 6> population: 16, bsize: 32, queue: 176, observed: 2004, best-error: 9.775161743162069e-6 worst-error: 0.0031642150878906272 SearchModels iteration 7> population: 16, bsize: 32, queue: 163, observed: 2167, best-error: 0.0 worst-error: 0.0003053379058838544 SearchModels iteration 8> population: 16, bsize: 32, queue: 173, observed: 2340, best-error: 0.0 worst-error: 6.567303091283382e-5 SearchModels iteration 9> population: 16, bsize: 32, queue: 164, observed: 2504, best-error: 0.0 worst-error: 1.5282072126865387e-5 SearchModels iteration 10> population: 16, bsize: 32, queue: 146, observed: 2650, best-error: 0.0 worst-error: 9.537652658764273e-7 SearchModels iteration 11> population: 16, bsize: 32, queue: 143, observed: 2793, best-error: 0.0 worst-error: 8.583142516724629e-8 SearchModels> stop by convergence error=(1.0001464843749996, 1.00029296875) => 2.1457718162202808e-8, iter=12 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0, 0.9999999999999999) => 1.232595164407831e-30) 3 => ((0.9999999999999999, 1.0) => 4.942706609275402e-30) 4 => ((0.9999999999999998, 1.0) => 1.9770826437101608e-29) 5 => ((1.0000488281249997, 1.00009765625) => 2.3841863594235553e-9) 6 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 7 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) 8 => ((0.9999511718749999, 0.9999023437499999) => 2.3841863594562935e-9) 9 => ((0.9999511718749998, 0.9999023437500001) => 2.3841863594669236e-9) 10 => ((0.9999511718749998, 0.99990234375) => 2.3841863594669765e-9) 11 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) 12 => ((1.00009765625, 1.0001953124999998) => 9.536752258992187e-9) 13 => ((0.99990234375, 0.9998046875) => 9.53675225901387e-9) 14 => ((0.9999023437499999, 0.9998046875000001) => 9.536752259034921e-9) 15 => ((0.9999023437499999, 0.9998046875) => 9.536752259035133e-9) Test Summary: | Total Time SearchModels.jl | 0 2.5s Testing SearchModels tests passed Testing completed after 20.91s PkgEval succeeded after 64.36s