Package evaluation of SearchModels on Julia 1.13.0-DEV.725 (d6294ba973*) started at 2025-06-10T14:26:47.823 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.13s ################################################################################ # 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 v0.9.5 [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 v5.12.0+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 To see why use `status --outdated -m` Installation completed after 1.19s ################################################################################ # Precompilation # Precompiling PkgEval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 20.26s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_J0UHuX/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_J0UHuX/Manifest.toml` [34da2185] Compat v4.16.0 [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 v5.12.0+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: 55, observed: 355, best-error: 30616.64598633141 worst-error: 1.857116096308519e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 56, observed: 411, best-error: 21471.818304880744 worst-error: 201040.2687642849 SearchModels iteration 3> population: 16, bsize: 64, queue: 62, observed: 473, best-error: 1136.43991975928 worst-error: 25364.839580846776 SearchModels iteration 4> population: 16, bsize: 64, queue: 58, observed: 531, best-error: 40.41005732114302 worst-error: 7087.370072542227 SearchModels iteration 5> population: 16, bsize: 64, queue: 60, observed: 591, best-error: 40.02971309695966 worst-error: 690.1491554934045 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 649, best-error: 17.653341238339955 worst-error: 137.45901825122766 SearchModels iteration 7> population: 16, bsize: 64, queue: 60, observed: 709, best-error: 1.2963597164178098 worst-error: 29.454591364106868 SearchModels iteration 8> population: 16, bsize: 64, queue: 58, observed: 767, best-error: 0.9150024670607495 worst-error: 7.612813245820202 SearchModels iteration 9> population: 16, bsize: 64, queue: 62, observed: 829, best-error: 0.8067861393213942 worst-error: 1.8235347977709562 SearchModels iteration 10> population: 16, bsize: 64, queue: 60, observed: 889, best-error: 0.7538557861779396 worst-error: 1.0113078114241594 SearchModels iteration 11> population: 16, bsize: 64, queue: 58, observed: 947, best-error: 0.7364159610151909 worst-error: 0.8183940414551852 SearchModels iteration 12> population: 16, bsize: 64, queue: 57, observed: 1004, best-error: 0.6424471823331449 worst-error: 0.7579165393458926 SearchModels iteration 13> population: 16, bsize: 64, queue: 59, observed: 1063, best-error: 0.6424471823331449 worst-error: 0.7212510053966155 SearchModels iteration 14> population: 16, bsize: 64, queue: 58, observed: 1121, best-error: 0.6424471823331449 worst-error: 0.6930413563245492 SearchModels iteration 15> population: 16, bsize: 64, queue: 58, observed: 1179, best-error: 0.6424471823331449 worst-error: 0.6743046668760257 SearchModels iteration 16> population: 16, bsize: 64, queue: 56, observed: 1235, best-error: 0.6424471823331449 worst-error: 0.6649616061134153 SearchModels iteration 17> population: 16, bsize: 64, queue: 58, observed: 1293, best-error: 0.6179029115426403 worst-error: 0.6581203337383922 SearchModels iteration 18> population: 16, bsize: 64, queue: 58, observed: 1351, best-error: 0.6179029115426403 worst-error: 0.6508526796411453 SearchModels iteration 19> population: 16, bsize: 64, queue: 60, observed: 1411, best-error: 0.6179029115426403 worst-error: 0.6388547515971358 SearchModels iteration 20> population: 16, bsize: 64, queue: 58, observed: 1469, best-error: 0.6179029115426403 worst-error: 0.6264153272749442 SearchModels iteration 21> population: 16, bsize: 64, queue: 59, observed: 1528, best-error: 0.6046026955772285 worst-error: 0.6225895064862904 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1586, best-error: 0.5991634868147696 worst-error: 0.6208797074564709 SearchModels iteration 23> population: 16, bsize: 64, queue: 62, observed: 1648, best-error: 0.5991634868147696 worst-error: 0.614956579512729 SearchModels iteration 24> population: 16, bsize: 64, queue: 59, observed: 1707, best-error: 0.5991634868147696 worst-error: 0.607124305592979 SearchModels iteration 25> population: 16, bsize: 64, queue: 59, observed: 1766, best-error: 0.5984986918945167 worst-error: 0.6043492331656426 SearchModels iteration 26> population: 16, bsize: 64, queue: 54, observed: 1820, best-error: 0.5984405133929498 worst-error: 0.6014372313123572 SearchModels iteration 27> population: 16, bsize: 64, queue: 58, observed: 1878, best-error: 0.5980043980791635 worst-error: 0.5996963375265345 SearchModels iteration 28> population: 16, bsize: 64, queue: 61, observed: 1939, best-error: 0.597356007121527 worst-error: 0.5987533199923215 SearchModels iteration 29> population: 16, bsize: 64, queue: 59, observed: 1998, best-error: 0.597356007121527 worst-error: 0.5983734698158587 SearchModels iteration 30> population: 16, bsize: 64, queue: 61, observed: 2059, best-error: 0.597356007121527 worst-error: 0.5981210733643211 SearchModels iteration 31> population: 16, bsize: 64, queue: 58, observed: 2117, best-error: 0.597356007121527 worst-error: 0.5978748651714141 SearchModels iteration 32> population: 16, bsize: 64, queue: 60, observed: 2177, best-error: 0.5962653533052905 worst-error: 0.5977342938492733 SearchModels iteration 33> population: 16, bsize: 64, queue: 57, observed: 2234, best-error: 0.596144869439601 worst-error: 0.597494268681058 SearchModels iteration 34> population: 16, bsize: 64, queue: 58, observed: 2292, best-error: 0.596144869439601 worst-error: 0.5968387696559311 SearchModels iteration 35> population: 16, bsize: 64, queue: 58, observed: 2350, best-error: 0.595415203759411 worst-error: 0.596446592065217 SearchModels iteration 36> population: 16, bsize: 64, queue: 59, observed: 2409, best-error: 0.5950851370057192 worst-error: 0.596245474943165 SearchModels iteration 37> population: 16, bsize: 64, queue: 58, observed: 2467, best-error: 0.5933574018065636 worst-error: 0.5958311071754763 SearchModels iteration 38> population: 16, bsize: 64, queue: 56, observed: 2523, best-error: 0.5933574018065636 worst-error: 0.595415203759411 SearchModels iteration 39> population: 16, bsize: 64, queue: 60, observed: 2583, best-error: 0.593259335805804 worst-error: 0.5940190824279978 SearchModels iteration 40> population: 16, bsize: 64, queue: 57, observed: 2640, best-error: 0.5924855804641873 worst-error: 0.5935492936556025 SearchModels iteration 41> population: 16, bsize: 64, queue: 55, observed: 2695, best-error: 0.5924855804641873 worst-error: 0.593122425874108 SearchModels iteration 42> population: 16, bsize: 64, queue: 57, observed: 2752, best-error: 0.5924855804641873 worst-error: 0.5928852396046095 SearchModels iteration 43> population: 16, bsize: 64, queue: 61, observed: 2813, best-error: 0.5924855804641873 worst-error: 0.5927627089002319 SearchModels iteration 44> population: 16, bsize: 64, queue: 59, observed: 2872, best-error: 0.5924855804641873 worst-error: 0.592681471594489 SearchModels iteration 45> population: 16, bsize: 64, queue: 61, observed: 2933, best-error: 0.5917088486438022 worst-error: 0.5926269060499987 SearchModels iteration 46> population: 16, bsize: 64, queue: 59, observed: 2992, best-error: 0.5917088486438022 worst-error: 0.5925832370195171 SearchModels iteration 47> population: 16, bsize: 64, queue: 56, observed: 3048, best-error: 0.5916429971287037 worst-error: 0.5923401484901158 SearchModels iteration 48> population: 16, bsize: 64, queue: 59, observed: 3107, best-error: 0.5912697438340824 worst-error: 0.592145357392501 SearchModels iteration 49> population: 16, bsize: 64, queue: 63, observed: 3170, best-error: 0.5912697438340824 worst-error: 0.5919261146555794 SearchModels iteration 50> population: 16, bsize: 64, queue: 55, observed: 3225, best-error: 0.5910429596459562 worst-error: 0.5917671253600899 SearchModels iteration 51> population: 16, bsize: 64, queue: 52, observed: 3277, best-error: 0.5910429596459562 worst-error: 0.5916098048868952 SearchModels iteration 52> population: 16, bsize: 64, queue: 59, observed: 3336, best-error: 0.5910429596459562 worst-error: 0.5914394757276554 SearchModels iteration 53> population: 16, bsize: 64, queue: 60, observed: 3396, best-error: 0.5906525889848839 worst-error: 0.5912758019205074 SearchModels iteration 54> population: 16, bsize: 64, queue: 59, observed: 3455, best-error: 0.5899060630263161 worst-error: 0.5911970887176312 SearchModels iteration 55> population: 16, bsize: 64, queue: 61, observed: 3516, best-error: 0.5899060630263161 worst-error: 0.5909239519717928 SearchModels iteration 56> population: 16, bsize: 64, queue: 60, observed: 3576, best-error: 0.5899060630263161 worst-error: 0.5906379823338234 SearchModels iteration 57> population: 16, bsize: 64, queue: 60, observed: 3636, best-error: 0.5897788083529557 worst-error: 0.5902882692483516 SearchModels iteration 58> population: 16, bsize: 64, queue: 55, observed: 3691, best-error: 0.5896011504557286 worst-error: 0.59012881133751 SearchModels iteration 59> population: 16, bsize: 64, queue: 57, observed: 3748, best-error: 0.5894239485001436 worst-error: 0.5899301499554824 SearchModels iteration 60> population: 16, bsize: 64, queue: 56, observed: 3804, best-error: 0.5892745055919251 worst-error: 0.5898147689514134 SearchModels iteration 61> population: 16, bsize: 64, queue: 58, observed: 3862, best-error: 0.5892745055919251 worst-error: 0.5896745065594003 SearchModels iteration 62> population: 16, bsize: 64, queue: 55, observed: 3917, best-error: 0.5888841965960728 worst-error: 0.5895259068683824 SearchModels iteration 63> population: 16, bsize: 64, queue: 60, observed: 3977, best-error: 0.5888727408497367 worst-error: 0.5894471589682568 SearchModels iteration 64> population: 16, bsize: 64, queue: 57, observed: 4034, best-error: 0.5888727408497367 worst-error: 0.5892745055919251 SearchModels iteration 65> population: 16, bsize: 64, queue: 59, observed: 4093, best-error: 0.5888727408497367 worst-error: 0.5891514333508769 SearchModels iteration 66> population: 16, bsize: 64, queue: 57, observed: 4150, best-error: 0.5885786223682599 worst-error: 0.5890788608275481 SearchModels iteration 67> population: 16, bsize: 64, queue: 61, observed: 4211, best-error: 0.5885786223682599 worst-error: 0.5890078404369815 SearchModels iteration 68> population: 16, bsize: 64, queue: 61, observed: 4272, best-error: 0.5885786223682599 worst-error: 0.5889402405931945 SearchModels iteration 69> population: 16, bsize: 64, queue: 60, observed: 4332, best-error: 0.5882472955529647 worst-error: 0.5888400287107912 SearchModels iteration 70> population: 16, bsize: 64, queue: 58, observed: 4390, best-error: 0.5877297881071821 worst-error: 0.5887282919500545 SearchModels iteration 71> population: 16, bsize: 64, queue: 62, observed: 4452, best-error: 0.5877297881071821 worst-error: 0.5885328611191106 SearchModels iteration 72> population: 16, bsize: 64, queue: 59, observed: 4511, best-error: 0.5877297881071821 worst-error: 0.5883476411502214 SearchModels iteration 73> population: 16, bsize: 64, queue: 59, observed: 4570, best-error: 0.5877297881071821 worst-error: 0.5881714593883239 SearchModels iteration 74> population: 16, bsize: 64, queue: 59, observed: 4629, best-error: 0.5875892513188368 worst-error: 0.5880315569080875 SearchModels iteration 75> population: 16, bsize: 64, queue: 59, observed: 4688, best-error: 0.5874837223554503 worst-error: 0.5878545378813925 SearchModels iteration 76> population: 16, bsize: 64, queue: 59, observed: 4747, best-error: 0.5874837223554503 worst-error: 0.5877506491288271 SearchModels iteration 77> population: 16, bsize: 64, queue: 59, observed: 4806, best-error: 0.5872807539858859 worst-error: 0.5876169787421305 SearchModels iteration 78> population: 16, bsize: 64, queue: 61, observed: 4867, best-error: 0.5871594033514878 worst-error: 0.5874590935381723 SearchModels iteration 79> population: 16, bsize: 64, queue: 58, observed: 4925, best-error: 0.5871594033514878 worst-error: 0.5873653433761432 SearchModels iteration 80> population: 16, bsize: 64, queue: 57, observed: 4982, best-error: 0.5871594033514878 worst-error: 0.5872644156151948 SearchModels iteration 81> population: 16, bsize: 64, queue: 58, observed: 5040, best-error: 0.5868302407134737 worst-error: 0.5872249831674151 SearchModels iteration 82> population: 16, bsize: 64, queue: 59, observed: 5099, best-error: 0.5867804454014489 worst-error: 0.5872011428616127 SearchModels iteration 83> population: 16, bsize: 64, queue: 57, observed: 5156, best-error: 0.5867642572042373 worst-error: 0.5869851017061111 SearchModels iteration 84> population: 16, bsize: 64, queue: 58, observed: 5214, best-error: 0.5867642572042373 worst-error: 0.5868302407134737 SearchModels iteration 85> population: 16, bsize: 64, queue: 58, observed: 5272, best-error: 0.5867642572042373 worst-error: 0.586785776792966 SearchModels iteration 86> population: 16, bsize: 64, queue: 59, observed: 5331, best-error: 0.586381393052691 worst-error: 0.5867804454014489 SearchModels iteration 87> population: 16, bsize: 64, queue: 59, observed: 5390, best-error: 0.5863809400886775 worst-error: 0.5866436538924631 SearchModels iteration 88> population: 16, bsize: 64, queue: 56, observed: 5446, best-error: 0.5863809400886775 worst-error: 0.5865912771543114 SearchModels iteration 89> population: 16, bsize: 64, queue: 57, observed: 5503, best-error: 0.5861604834747558 worst-error: 0.5864411784964267 SearchModels iteration 90> population: 16, bsize: 64, queue: 55, observed: 5558, best-error: 0.5860601142900835 worst-error: 0.5863702414053564 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5616, best-error: 0.5860598706592636 worst-error: 0.5862395584672613 SearchModels iteration 92> population: 16, bsize: 64, queue: 59, observed: 5675, best-error: 0.5860371621166477 worst-error: 0.5861634785368723 SearchModels iteration 93> population: 16, bsize: 64, queue: 59, observed: 5734, best-error: 0.5860371621166477 worst-error: 0.5860947929514315 SearchModels iteration 94> population: 16, bsize: 64, queue: 59, observed: 5793, best-error: 0.5860371621166477 worst-error: 0.5860601142900835 SearchModels iteration 95> population: 16, bsize: 64, queue: 59, observed: 5852, best-error: 0.5860371621166477 worst-error: 0.5860522716893799 SearchModels iteration 96> population: 16, bsize: 64, queue: 59, observed: 5911, best-error: 0.5857103411666119 worst-error: 0.5860450150494624 SearchModels iteration 97> population: 16, bsize: 64, queue: 55, observed: 5966, best-error: 0.5857103411666119 worst-error: 0.5860405537378411 SearchModels iteration 98> population: 16, bsize: 64, queue: 58, observed: 6024, best-error: 0.5857103411666119 worst-error: 0.5858618352268284 SearchModels iteration 99> population: 16, bsize: 64, queue: 57, observed: 6081, best-error: 0.5855195208153176 worst-error: 0.585783925493133 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.4171028200368845, 0.6768658746581702, 0.6910858529553545, 0.33093364971831873, 0.6976660251760372] 1 => ([-0.11437316755053675, 0.39886421801772687, 0.7204058394809927, 0.33554010859560657, 0.6973745659853178] => 0.5853865533642154) 2 => ([-0.11378842758540826, 0.40089671167301333, 0.720405839481028, 0.33554010859560435, 0.6973745659853172] => 0.5855195208153176) 3 => ([-0.1147924976542299, 0.39916479610633804, 0.720405839480995, 0.3355401085956064, 0.6973745659853178] => 0.5855294155100836) 4 => ([-0.11495790751566524, 0.39683172436244035, 0.7204058394809574, 0.33554010859560873, 0.6973745659853183] => 0.5855324258055626) 5 => ([-0.11470691333173964, 0.3994582930055136, 0.7204058394810144, 0.33554010859560524, 0.6973745659853174] => 0.5855369407364807) 6 => ([-0.1147825943980596, 0.39945121181607807, 0.7204058394810314, 0.3355401085956041, 0.6973745659853171] => 0.5855572086995173) 7 => ([-0.11478217010576333, 0.3994531839278319, 0.7204058394810189, 0.3355401085956049, 0.6973745659853173] => 0.5855573199396964) 8 => ([-0.11485874525187081, 0.39944166091650285, 0.7204058394810353, 0.3355401085956039, 0.6973745659853171] => 0.5855773366423137) 9 => ([-0.11536733436318808, 0.39741871816079155, 0.7204058394809961, 0.33554010859560635, 0.6973745659853177] => 0.58562322717193) 10 => ([-0.11538078620882641, 0.3968638296947914, 0.7204058394809361, 0.3355401085956101, 0.6973745659853188] => 0.5856487534414874) 11 => ([-0.11562539907807103, 0.39801987433801395, 0.7204058394810008, 0.33554010859560607, 0.6973745659853177] => 0.5856953638060544) 12 => ([-0.11552422301755014, 0.39887198080597797, 0.720405839481028, 0.33554010859560435, 0.6973745659853172] => 0.5857084358011491) 13 => ([-0.11544713325415448, 0.3991438136488855, 0.7204058394810868, 0.3355401085956007, 0.6973745659853162] => 0.5857103411666119) 14 => ([-0.11561152294013644, 0.39857673491576795, 0.7204058394810483, 0.3355401085956031, 0.6973745659853168] => 0.5857130178156637) 15 => ([-0.11571098340056128, 0.3977263774388383, 0.7204058394809814, 0.33554010859560723, 0.697374565985318] => 0.5857164220045006) Test Summary: | Total Time SearchModels.jl | 0 6.1s ===== 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: 154, observed: 1135, best-error: 0.39999999999999797 worst-error: 12.5 SearchModels iteration 2> population: 16, bsize: 32, queue: 162, observed: 1297, best-error: 0.0031249999999999776 worst-error: 1.7000000000000004 SearchModels iteration 3> population: 16, bsize: 32, queue: 162, observed: 1459, best-error: 0.0031249999999999776 worst-error: 0.18250000000000008 SearchModels iteration 4> population: 16, bsize: 32, queue: 166, observed: 1625, best-error: 0.0006640625000000077 worst-error: 0.03535156250000012 SearchModels iteration 5> population: 16, bsize: 32, queue: 168, observed: 1793, best-error: 0.0006640625000000077 worst-error: 0.012500000000000244 SearchModels iteration 6> population: 16, bsize: 32, queue: 170, observed: 1963, best-error: 9.77516174316389e-6 worst-error: 0.0031249999999999776 SearchModels iteration 7> population: 16, bsize: 32, queue: 171, observed: 2134, best-error: 9.77516174316389e-6 worst-error: 0.00042962133884429863 SearchModels iteration 8> population: 16, bsize: 32, queue: 183, observed: 2317, best-error: 6.103888154029169e-7 worst-error: 0.00012106001377105683 SearchModels iteration 9> population: 16, bsize: 32, queue: 168, observed: 2485, best-error: 0.0 worst-error: 1.525878906250694e-5 SearchModels iteration 10> population: 16, bsize: 32, queue: 159, observed: 2644, best-error: 0.0 worst-error: 1.8695510516411127e-6 SearchModels iteration 11> population: 16, bsize: 32, queue: 151, observed: 2795, best-error: 0.0 worst-error: 1.525902189315001e-7 SearchModels iteration 12> population: 16, bsize: 32, queue: 142, observed: 2937, best-error: 0.0 worst-error: 9.536752259013447e-9 SearchModels> stop by convergence error=(0.999951171875, 0.9999023437500001) => 2.3841863594454512e-9, iter=13 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0, 1.0000000000000002) => 4.930380657631324e-30) 3 => ((1.0000000000000002, 1.0000000000000002) => 4.979684464207637e-30) 4 => ((1.0000000000000002, 1.0) => 1.9770826437101608e-29) 5 => ((0.9999755859375001, 0.9999511718750002) => 5.960464832745494e-10) 6 => ((0.9999755859375001, 0.999951171875) => 5.960464832745626e-10) 7 => ((0.9999755859375, 0.9999511718750003) => 5.960464832799307e-10) 8 => ((0.9999755859374999, 0.999951171875) => 5.960464832853518e-10) 9 => ((1.0000244140625, 1.0000488281250002) => 5.960464832853915e-10) 10 => ((1.0000244140625, 1.000048828125) => 5.960464832854179e-10) 11 => ((0.9999511718750002, 0.9999023437500002) => 2.3841863594346623e-9) 12 => ((0.9999511718750002, 0.9999023437500001) => 2.3841863594347152e-9) 13 => ((1.000048828125, 1.0000976562500001) => 2.3841863594453453e-9) 14 => ((0.999951171875, 0.9999023437500002) => 2.3841863594453983e-9) 15 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-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: 168, observed: 1141, best-error: 0.20000000000000115 worst-error: 10.0 SearchModels iteration 2> population: 16, bsize: 32, queue: 162, observed: 1303, best-error: 0.10000000000000016 worst-error: 3.448125 SearchModels iteration 3> population: 16, bsize: 32, queue: 164, observed: 1467, best-error: 0.09812500000000164 worst-error: 0.8199999999999975 SearchModels iteration 4> population: 16, bsize: 32, queue: 165, observed: 1632, best-error: 0.06003906250000071 worst-error: 0.19812500000000083 SearchModels iteration 5> population: 16, bsize: 32, queue: 163, observed: 1795, best-error: 0.04750244140625004 worst-error: 0.12879898071289073 SearchModels iteration 6> population: 16, bsize: 32, queue: 163, observed: 1958, best-error: 0.02789306640625025 worst-error: 0.0806951999664306 SearchModels iteration 7> population: 16, bsize: 32, queue: 181, observed: 2139, best-error: 0.02444839477539063 worst-error: 0.0625 SearchModels iteration 8> population: 16, bsize: 32, queue: 171, observed: 2310, best-error: 0.02444839477539063 worst-error: 0.04125000953674319 SearchModels iteration 9> population: 16, bsize: 32, queue: 169, observed: 2479, best-error: 0.022731342911720444 worst-error: 0.029940901398658917 SearchModels iteration 10> population: 16, bsize: 32, queue: 175, observed: 2654, best-error: 0.016961374878883342 worst-error: 0.02569874767214057 SearchModels iteration 11> population: 16, bsize: 32, queue: 168, observed: 2822, best-error: 0.016961374878883342 worst-error: 0.022560298296157605 SearchModels iteration 12> population: 16, bsize: 32, queue: 174, observed: 2996, best-error: 0.016961374878883342 worst-error: 0.019113227690104456 SearchModels iteration 13> population: 16, bsize: 32, queue: 172, observed: 3168, best-error: 0.016961374878883342 worst-error: 0.017951841431204242 SearchModels iteration 14> population: 16, bsize: 32, queue: 168, observed: 3336, best-error: 0.016961374878883342 worst-error: 0.017486002685482706 SearchModels iteration 15> population: 16, bsize: 32, queue: 169, observed: 3505, best-error: 0.016961374878883342 worst-error: 0.017201688603972785 SearchModels iteration 16> population: 16, bsize: 32, queue: 172, observed: 3677, best-error: 0.016961374878883342 worst-error: 0.01710916245505078 SearchModels iteration 17> population: 16, bsize: 32, queue: 171, observed: 3848, best-error: 0.016961374878883342 worst-error: 0.017018974534622075 SearchModels iteration 18> population: 16, bsize: 32, queue: 157, observed: 4005, best-error: 0.016943197403335986 worst-error: 0.016981884279013915 SearchModels iteration 19> population: 16, bsize: 32, queue: 137, observed: 4142, best-error: 0.016941483371237548 worst-error: 0.016956273300104317 SearchModels iteration 20> population: 16, bsize: 32, queue: 110, observed: 4252, best-error: 0.01694131030361272 worst-error: 0.016944547849850878 SearchModels iteration 21> population: 16, bsize: 32, queue: 104, observed: 4356, best-error: 0.01694131030361272 worst-error: 0.01694153047985673 SearchModels iteration 22> population: 16, bsize: 32, queue: 94, observed: 4450, best-error: 0.016941310227571168 worst-error: 0.016941318190592643 SearchModels> stop by convergence error=(0.8700576782226562, 0.7562500000000001) => 0.01694131151722506, iter=23 (of 300) 1 => ((0.8700555801391602, 0.7562500000000001) => 0.01694131021340884) 2 => ((0.8700557708740234, 0.7562500000000001) => 0.01694131022136165) 3 => ((0.8700553894042968, 0.7562500000000001) => 0.016941310227571168) 4 => ((0.87005615234375, 0.7562500000000001) => 0.01694131030361272) 5 => ((0.8700550079345704, 0.7562500000000001) => 0.01694131032224114) 6 => ((0.8700548171997071, 0.7562500000000001) => 0.016941310402748773) 7 => ((0.8700565338134766, 0.7562500000000001) => 0.016941310474324473) 8 => ((0.8700546264648439, 0.7562500000000001) => 0.016941310505371465) 9 => ((0.8700546264648438, 0.7562500000000001) => 0.016941310505371465) 10 => ((0.8700542449951172, 0.7562500000000001) => 0.016941310776962006) 11 => ((0.8700542449951173, 0.7562500000000001) => 0.016941310776962013) 12 => ((0.8700572967529296, 0.7562500000000001) => 0.016941311081130533) 13 => ((0.8700538635253907, 0.7562500000000001) => 0.016941311137012662) 14 => ((0.8700574874877929, 0.7562500000000001) => 0.01694131128812016) 15 => ((0.8700576782226563, 0.7562500000000001) => 0.01694131151722506) Test Summary: | Total Time SearchModels.jl | 0 2.5s Testing SearchModels tests passed Testing completed after 21.0s PkgEval succeeded after 64.02s