Package evaluation to test SearchModels on Julia 1.14.0-DEV.1730 (9c1e1fa299*) started at 2026-02-17T14:58:51.020 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 11.93s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [0e966ebe] + SearchModels v0.5.0 Updating `~/.julia/environments/v1.14/Manifest.toml` [34da2185] + Compat v4.18.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [ffbed154] + DocStringExtensions v0.9.5 [92d709cd] + IrrationalConstants v0.2.6 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [0e966ebe] + SearchModels v0.5.0 [a2af1166] + SortingAlgorithms v1.2.2 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [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 v1.13.0 [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 v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [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 v0.3.30+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.15.0+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 To see why use `status --outdated -m` Installation completed after 1.3s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 2951.7 ms ✓ SearchModels 1 dependency successfully precompiled in 3 seconds. 30 already precompiled. Precompilation completed after 20.09s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_Qd9DEo/Project.toml` [0e966ebe] SearchModels v0.5.0 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_Qd9DEo/Manifest.toml` [34da2185] Compat v4.18.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.5 [92d709cd] IrrationalConstants v0.2.6 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.1 [0e966ebe] SearchModels v0.5.0 [a2af1166] SortingAlgorithms v1.2.2 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [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 v1.13.0 [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 v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [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 v0.3.30+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.15.0+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: 54, observed: 354, best-error: 22067.298118974144 worst-error: 175674.2923079466 SearchModels iteration 2> population: 16, bsize: 64, queue: 60, observed: 414, best-error: 5725.550932859446 worst-error: 127939.28718058631 SearchModels iteration 3> population: 16, bsize: 64, queue: 60, observed: 474, best-error: 431.7287488815491 worst-error: 18883.71923916714 SearchModels iteration 4> population: 16, bsize: 64, queue: 59, observed: 533, best-error: 41.61227076477539 worst-error: 4153.999149921382 SearchModels iteration 5> population: 16, bsize: 64, queue: 61, observed: 594, best-error: 41.61227076477539 worst-error: 834.1979355274186 SearchModels iteration 6> population: 16, bsize: 64, queue: 55, observed: 649, best-error: 31.308815012149214 worst-error: 153.1821798967205 SearchModels iteration 7> population: 16, bsize: 64, queue: 60, observed: 709, best-error: 27.782908786530424 worst-error: 44.01048999924156 SearchModels iteration 8> population: 16, bsize: 64, queue: 60, observed: 769, best-error: 15.313623416387577 worst-error: 30.27379211013152 SearchModels iteration 9> population: 16, bsize: 64, queue: 62, observed: 831, best-error: 14.911416149822127 worst-error: 21.048854978544544 SearchModels iteration 10> population: 16, bsize: 64, queue: 59, observed: 890, best-error: 14.911416149822127 worst-error: 16.7972792359207 SearchModels iteration 11> population: 16, bsize: 64, queue: 59, observed: 949, best-error: 13.606946401742684 worst-error: 15.379251784848432 SearchModels iteration 12> population: 16, bsize: 64, queue: 57, observed: 1006, best-error: 12.46936953851153 worst-error: 14.911416149822127 SearchModels iteration 13> population: 16, bsize: 64, queue: 61, observed: 1067, best-error: 12.46936953851153 worst-error: 13.730006559898566 SearchModels iteration 14> population: 16, bsize: 64, queue: 58, observed: 1125, best-error: 12.103684472599168 worst-error: 12.994361612417972 SearchModels iteration 15> population: 16, bsize: 64, queue: 58, observed: 1183, best-error: 12.103684472599168 worst-error: 12.642367411259833 SearchModels iteration 16> population: 16, bsize: 64, queue: 59, observed: 1242, best-error: 11.949462679361181 worst-error: 12.446534859329324 SearchModels iteration 17> population: 16, bsize: 64, queue: 59, observed: 1301, best-error: 11.780260673080317 worst-error: 12.312374629159109 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1360, best-error: 11.780260673080317 worst-error: 12.10148584304065 SearchModels iteration 19> population: 16, bsize: 64, queue: 53, observed: 1413, best-error: 11.492235244854234 worst-error: 11.954174801423962 SearchModels iteration 20> population: 16, bsize: 64, queue: 62, observed: 1475, best-error: 11.480302398629087 worst-error: 11.834543938798076 SearchModels iteration 21> population: 16, bsize: 64, queue: 58, observed: 1533, best-error: 11.304163745674435 worst-error: 11.653076387807921 SearchModels iteration 22> population: 16, bsize: 64, queue: 60, observed: 1593, best-error: 11.304163745674435 worst-error: 11.588172803144639 SearchModels iteration 23> population: 16, bsize: 64, queue: 57, observed: 1650, best-error: 11.25115823530103 worst-error: 11.414248421285249 SearchModels iteration 24> population: 16, bsize: 64, queue: 60, observed: 1710, best-error: 11.063743397263499 worst-error: 11.318438510575877 SearchModels iteration 25> population: 16, bsize: 64, queue: 59, observed: 1769, best-error: 11.001484276705368 worst-error: 11.183868768276577 SearchModels iteration 26> population: 16, bsize: 64, queue: 59, observed: 1828, best-error: 11.001484276705368 worst-error: 11.102587159066694 SearchModels iteration 27> population: 16, bsize: 64, queue: 59, observed: 1887, best-error: 10.874168158205528 worst-error: 11.038896149023836 SearchModels iteration 28> population: 16, bsize: 64, queue: 59, observed: 1946, best-error: 10.80760062579144 worst-error: 10.996827715882889 SearchModels iteration 29> population: 16, bsize: 64, queue: 60, observed: 2006, best-error: 10.806632290257468 worst-error: 10.923911909184294 SearchModels iteration 30> population: 16, bsize: 64, queue: 60, observed: 2066, best-error: 10.728975642494543 worst-error: 10.879005302801332 SearchModels iteration 31> population: 16, bsize: 64, queue: 58, observed: 2124, best-error: 10.728975642494543 worst-error: 10.817504319778187 SearchModels iteration 32> population: 16, bsize: 64, queue: 55, observed: 2179, best-error: 10.71067449732189 worst-error: 10.77310012233031 SearchModels iteration 33> population: 16, bsize: 64, queue: 59, observed: 2238, best-error: 10.676489462316594 worst-error: 10.751515577875725 SearchModels iteration 34> population: 16, bsize: 64, queue: 55, observed: 2293, best-error: 9.024293702492509 worst-error: 10.72242342110839 SearchModels iteration 35> population: 16, bsize: 64, queue: 58, observed: 2351, best-error: 8.981631489752335 worst-error: 9.407548605392378 SearchModels iteration 36> population: 16, bsize: 64, queue: 59, observed: 2410, best-error: 8.959609390671853 worst-error: 9.038180666955869 SearchModels iteration 37> population: 16, bsize: 64, queue: 52, observed: 2462, best-error: 8.719290386342388 worst-error: 8.984445123248374 SearchModels iteration 38> population: 16, bsize: 64, queue: 58, observed: 2520, best-error: 8.719290386342388 worst-error: 8.970783591035865 SearchModels iteration 39> population: 16, bsize: 64, queue: 56, observed: 2576, best-error: 8.719290386342388 worst-error: 8.854416205428913 SearchModels iteration 40> population: 16, bsize: 64, queue: 58, observed: 2634, best-error: 8.629230597625797 worst-error: 8.808487122217565 SearchModels iteration 41> population: 16, bsize: 64, queue: 57, observed: 2691, best-error: 8.44457356396651 worst-error: 8.750005991816442 SearchModels iteration 42> population: 16, bsize: 64, queue: 57, observed: 2748, best-error: 8.44457356396651 worst-error: 8.696252584446022 SearchModels iteration 43> population: 16, bsize: 64, queue: 61, observed: 2809, best-error: 8.421273822861028 worst-error: 8.5872623530374 SearchModels iteration 44> population: 16, bsize: 64, queue: 59, observed: 2868, best-error: 8.37117849498476 worst-error: 8.490687320450606 SearchModels iteration 45> population: 16, bsize: 64, queue: 56, observed: 2924, best-error: 8.254405771208017 worst-error: 8.429850897980455 SearchModels iteration 46> population: 16, bsize: 64, queue: 61, observed: 2985, best-error: 8.16258150824141 worst-error: 8.394036724938948 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3043, best-error: 8.085080623311137 worst-error: 8.283413718085255 SearchModels iteration 48> population: 16, bsize: 64, queue: 56, observed: 3099, best-error: 8.085080623311137 worst-error: 8.203523058738277 SearchModels iteration 49> population: 16, bsize: 64, queue: 56, observed: 3155, best-error: 8.016195323485725 worst-error: 8.150089292835013 SearchModels iteration 50> population: 16, bsize: 64, queue: 57, observed: 3212, best-error: 8.006081784816184 worst-error: 8.115476503803517 SearchModels iteration 51> population: 16, bsize: 64, queue: 60, observed: 3272, best-error: 7.976581265456141 worst-error: 8.058787756348675 SearchModels iteration 52> population: 16, bsize: 64, queue: 60, observed: 3332, best-error: 7.976581265456141 worst-error: 8.01941219146074 SearchModels iteration 53> population: 16, bsize: 64, queue: 60, observed: 3392, best-error: 7.8958326059234105 worst-error: 7.998618099388835 SearchModels iteration 54> population: 16, bsize: 64, queue: 56, observed: 3448, best-error: 7.8958326059234105 worst-error: 7.95457493343112 SearchModels iteration 55> population: 16, bsize: 64, queue: 61, observed: 3509, best-error: 7.828887104173113 worst-error: 7.92772250226314 SearchModels iteration 56> population: 16, bsize: 64, queue: 54, observed: 3563, best-error: 7.828887104173113 worst-error: 7.904371132920679 SearchModels iteration 57> population: 16, bsize: 64, queue: 60, observed: 3623, best-error: 7.779556234044651 worst-error: 7.851737337226439 SearchModels iteration 58> population: 16, bsize: 64, queue: 57, observed: 3680, best-error: 7.779556234044651 worst-error: 7.835299911001527 SearchModels iteration 59> population: 16, bsize: 64, queue: 60, observed: 3740, best-error: 7.736437709394035 worst-error: 7.805577809536219 SearchModels iteration 60> population: 16, bsize: 64, queue: 57, observed: 3797, best-error: 7.726085505449139 worst-error: 7.780260257942725 SearchModels iteration 61> population: 16, bsize: 64, queue: 59, observed: 3856, best-error: 7.718009511887361 worst-error: 7.7570437185464804 SearchModels iteration 62> population: 16, bsize: 64, queue: 56, observed: 3912, best-error: 7.682988278240607 worst-error: 7.740017267199247 SearchModels iteration 63> population: 16, bsize: 64, queue: 57, observed: 3969, best-error: 7.682988278240607 worst-error: 7.726085505449139 SearchModels iteration 64> population: 16, bsize: 64, queue: 57, observed: 4026, best-error: 7.6697249839905615 worst-error: 7.708298988270765 SearchModels iteration 65> population: 16, bsize: 64, queue: 56, observed: 4082, best-error: 7.601356123762676 worst-error: 7.68980092003575 SearchModels iteration 66> population: 16, bsize: 64, queue: 56, observed: 4138, best-error: 7.183706830478516 worst-error: 7.67164378302559 SearchModels iteration 67> population: 16, bsize: 64, queue: 59, observed: 4197, best-error: 7.109086995721456 worst-error: 7.217476670881359 SearchModels iteration 68> population: 16, bsize: 64, queue: 54, observed: 4251, best-error: 7.055729382454171 worst-error: 7.149569474656494 SearchModels iteration 69> population: 16, bsize: 64, queue: 56, observed: 4307, best-error: 7.031173569272657 worst-error: 7.127784686980157 SearchModels iteration 70> population: 16, bsize: 64, queue: 59, observed: 4366, best-error: 6.979906544448533 worst-error: 7.085423998924148 SearchModels iteration 71> population: 16, bsize: 64, queue: 58, observed: 4424, best-error: 6.953268259996376 worst-error: 7.042591789434506 SearchModels iteration 72> population: 16, bsize: 64, queue: 55, observed: 4479, best-error: 6.953268259996376 worst-error: 7.026137022869021 SearchModels iteration 73> population: 16, bsize: 64, queue: 61, observed: 4540, best-error: 6.913058876457941 worst-error: 7.0101758748163725 SearchModels iteration 74> population: 16, bsize: 64, queue: 58, observed: 4598, best-error: 6.905042162148547 worst-error: 6.98013090733568 SearchModels iteration 75> population: 16, bsize: 64, queue: 60, observed: 4658, best-error: 6.905042162148547 worst-error: 6.952681833759856 SearchModels iteration 76> population: 16, bsize: 64, queue: 60, observed: 4718, best-error: 6.874554054265655 worst-error: 6.932330730493872 SearchModels iteration 77> population: 16, bsize: 64, queue: 60, observed: 4778, best-error: 6.819980715834878 worst-error: 6.9134301615547855 SearchModels iteration 78> population: 16, bsize: 64, queue: 61, observed: 4839, best-error: 6.819980715834878 worst-error: 6.889919425142556 SearchModels iteration 79> population: 16, bsize: 64, queue: 57, observed: 4896, best-error: 6.810609689315318 worst-error: 6.857947280087026 SearchModels iteration 80> population: 16, bsize: 64, queue: 57, observed: 4953, best-error: 6.793527671247184 worst-error: 6.841184398344201 SearchModels iteration 81> population: 16, bsize: 64, queue: 56, observed: 5009, best-error: 6.784145460179379 worst-error: 6.825687534418316 SearchModels iteration 82> population: 16, bsize: 64, queue: 59, observed: 5068, best-error: 6.767514422335765 worst-error: 6.815056716149119 SearchModels iteration 83> population: 16, bsize: 64, queue: 58, observed: 5126, best-error: 6.737800101881774 worst-error: 6.788566463262973 SearchModels iteration 84> population: 16, bsize: 64, queue: 60, observed: 5186, best-error: 6.732483761740337 worst-error: 6.774168029637745 SearchModels iteration 85> population: 16, bsize: 64, queue: 61, observed: 5247, best-error: 6.72894935908201 worst-error: 6.7544226955813045 SearchModels iteration 86> population: 16, bsize: 64, queue: 58, observed: 5305, best-error: 6.683629222294299 worst-error: 6.738186997021591 SearchModels iteration 87> population: 16, bsize: 64, queue: 58, observed: 5363, best-error: 6.6831232684437305 worst-error: 6.714931004815933 SearchModels iteration 88> population: 16, bsize: 64, queue: 56, observed: 5419, best-error: 6.6831232684437305 worst-error: 6.691924835414578 SearchModels iteration 89> population: 16, bsize: 64, queue: 58, observed: 5477, best-error: 6.678998561858001 worst-error: 6.686095976644743 SearchModels iteration 90> population: 16, bsize: 64, queue: 55, observed: 5532, best-error: 6.638249522392472 worst-error: 6.683706557436525 SearchModels iteration 91> population: 16, bsize: 64, queue: 59, observed: 5591, best-error: 6.633678850758715 worst-error: 6.68015892413016 SearchModels iteration 92> population: 16, bsize: 64, queue: 61, observed: 5652, best-error: 6.633678850758715 worst-error: 6.658727055425786 SearchModels iteration 93> population: 16, bsize: 64, queue: 53, observed: 5705, best-error: 6.624433335780963 worst-error: 6.644269864567083 SearchModels iteration 94> population: 16, bsize: 64, queue: 54, observed: 5759, best-error: 6.58893382858953 worst-error: 6.6370579514614345 SearchModels iteration 95> population: 16, bsize: 64, queue: 59, observed: 5818, best-error: 6.549851353644197 worst-error: 6.616752395440197 SearchModels iteration 96> population: 16, bsize: 64, queue: 59, observed: 5877, best-error: 6.549851353644197 worst-error: 6.5987992860448115 SearchModels iteration 97> population: 16, bsize: 64, queue: 59, observed: 5936, best-error: 6.535899444427633 worst-error: 6.586566573135542 SearchModels iteration 98> population: 16, bsize: 64, queue: 58, observed: 5994, best-error: 6.535899444427633 worst-error: 6.56436196846991 SearchModels iteration 99> population: 16, bsize: 64, queue: 53, observed: 6047, best-error: 6.499310777281871 worst-error: 6.543379381114784 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.12869248438704817, 0.5557563267795492, 0.11684318210324107, 0.22368372903940803, 0.13386846710729883] 1 => ([0.7050112057865235, -0.47748675984801925, 0.04443800646799269, 0.23901530978401808, 0.1348049563621268] => 6.499310777281871) 2 => ([0.7086025270362134, -0.479415631174566, 0.04376216004373685, 0.23901530977995747, 0.1348049563621268] => 6.501245853286305) 3 => ([0.6910505878501566, -0.4775345132993492, 0.04488687522019464, 0.23901530978401808, 0.1348049563621268] => 6.506993282203) 4 => ([0.6883576183815716, -0.4804939307517856, 0.043725486471782725, 0.23901530980026048, 0.1348049563621268] => 6.507628497692774) 5 => ([0.6742306736914728, -0.4803154847323438, 0.04422556119742403, 0.2390153097855408, 0.1348049563621268] => 6.513830521002219) 6 => ([0.6932426239921397, -0.48141708232390135, 0.0440817464698877, 0.23901530979213928, 0.1348049563621268] => 6.520145273337418) 7 => ([0.6967927304418273, -0.48139102200362643, 0.04408288479870349, 0.23901530979213928, 0.1348049563621268] => 6.520168461745124) 8 => ([0.6924580621274657, -0.4824940612832326, 0.04373923906126552, 0.23901530979264685, 0.1348049563621268] => 6.522496360718298) 9 => ([0.6899439848481984, -0.48263626344741656, 0.04373465486477125, 0.23901530979518473, 0.1348049563621268] => 6.5234132095279405) 10 => ([0.6925876996220769, -0.4821352208636494, 0.044016971987701485, 0.2390153097961999, 0.1348049563621268] => 6.524282107273232) 11 => ([0.6879086670616836, -0.48226263610932774, 0.043993860620580444, 0.23901530978274915, 0.1348049563621268] => 6.524654119327567) 12 => ([0.691737337590824, -0.48261020312714165, 0.043847349417533585, 0.23901530979518473, 0.1348049563621268] => 6.525007662096438) 13 => ([0.6747156911036459, -0.4822280622914157, 0.044078596342889215, 0.2390153097878249, 0.1348049563621268] => 6.525421195627452) 14 => ([0.6864306189528365, -0.48252098011742073, 0.04398583055640769, 0.2390153097878249, 0.1348049563621268] => 6.52637504134524) 15 => ([0.7015866604318944, -0.48420978748631166, 0.04376216004373685, 0.23901530977995747, 0.1348049563621268] => 6.535899444427633) Test Summary: | Total Time SearchModels.jl | 0 6.8s ===== 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: 1136, best-error: 0.20000000000000026 worst-error: 22.49999999999998 SearchModels iteration 2> population: 16, bsize: 32, queue: 170, observed: 1306, best-error: 0.19812499999999805 worst-error: 5.703125000000001 SearchModels iteration 3> population: 16, bsize: 32, queue: 162, observed: 1468, best-error: 0.07566406249999993 worst-error: 2.4999999999999973 SearchModels iteration 4> population: 16, bsize: 32, queue: 170, observed: 1638, best-error: 0.07566406249999993 worst-error: 0.3586352539062499 SearchModels iteration 5> population: 16, bsize: 32, queue: 173, observed: 1811, best-error: 0.07566406249999993 worst-error: 0.1653930664062502 SearchModels iteration 6> population: 16, bsize: 32, queue: 166, observed: 1977, best-error: 0.07566406249999993 worst-error: 0.11786880493164133 SearchModels iteration 7> population: 16, bsize: 32, queue: 172, observed: 2149, best-error: 0.07298874855041522 worst-error: 0.090407953858375 SearchModels iteration 8> population: 16, bsize: 32, queue: 171, observed: 2320, best-error: 0.07298874855041522 worst-error: 0.08237492684274904 SearchModels iteration 9> population: 16, bsize: 32, queue: 157, observed: 2477, best-error: 0.07298874855041522 worst-error: 0.07822609961032873 SearchModels iteration 10> population: 16, bsize: 32, queue: 172, observed: 2649, best-error: 0.07298874855041522 worst-error: 0.07515770737081787 SearchModels iteration 11> population: 16, bsize: 32, queue: 166, observed: 2815, best-error: 0.07058548927307126 worst-error: 0.07370426930719987 SearchModels iteration 12> population: 16, bsize: 32, queue: 162, observed: 2977, best-error: 0.07058548927307126 worst-error: 0.07232526902109401 SearchModels iteration 13> population: 16, bsize: 32, queue: 161, observed: 3138, best-error: 0.07058548927307126 worst-error: 0.071657082098682 SearchModels iteration 14> population: 16, bsize: 32, queue: 154, observed: 3292, best-error: 0.07058548927307126 worst-error: 0.07105543488666625 SearchModels iteration 15> population: 16, bsize: 32, queue: 158, observed: 3450, best-error: 0.07058548927307126 worst-error: 0.07091920972117799 SearchModels iteration 16> population: 16, bsize: 32, queue: 147, observed: 3597, best-error: 0.07058548927307126 worst-error: 0.07076663225186851 SearchModels iteration 17> population: 16, bsize: 32, queue: 127, observed: 3724, best-error: 0.07058548927307126 worst-error: 0.07068305768381491 SearchModels iteration 18> population: 16, bsize: 32, queue: 135, observed: 3859, best-error: 0.07058548927307126 worst-error: 0.07064423718131822 SearchModels iteration 19> population: 16, bsize: 32, queue: 138, observed: 3997, best-error: 0.07058548927307126 worst-error: 0.07062172596740172 SearchModels iteration 20> population: 16, bsize: 32, queue: 117, observed: 4114, best-error: 0.07058548927307126 worst-error: 0.07060676813125606 SearchModels iteration 21> population: 16, bsize: 32, queue: 112, observed: 4226, best-error: 0.07058548927307126 worst-error: 0.07059870537968346 SearchModels iteration 22> population: 16, bsize: 32, queue: 133, observed: 4359, best-error: 0.07058548927307126 worst-error: 0.07059364681063443 SearchModels iteration 23> population: 16, bsize: 32, queue: 112, observed: 4471, best-error: 0.07058548927307126 worst-error: 0.07059041308518346 SearchModels iteration 24> population: 16, bsize: 32, queue: 110, observed: 4581, best-error: 0.07058548927307126 worst-error: 0.07058822844138296 SearchModels iteration 25> population: 16, bsize: 32, queue: 125, observed: 4706, best-error: 0.07058548927307126 worst-error: 0.07058705892638707 SearchModels iteration 26> population: 16, bsize: 32, queue: 124, observed: 4830, best-error: 0.07058548927307126 worst-error: 0.0705864262032566 SearchModels iteration 27> population: 16, bsize: 32, queue: 113, observed: 4943, best-error: 0.07058548927307126 worst-error: 0.07058604513076712 SearchModels iteration 28> population: 16, bsize: 32, queue: 109, observed: 5052, best-error: 0.07058548927307126 worst-error: 0.07058587472261021 SearchModels iteration 29> population: 16, bsize: 32, queue: 115, observed: 5167, best-error: 0.07058548927307126 worst-error: 0.0705857356660999 SearchModels iteration 30> population: 16, bsize: 32, queue: 115, observed: 5282, best-error: 0.07058548927307126 worst-error: 0.07058562857765639 SearchModels> stop by convergence error=(1.2656251609325408, 1.6023441314697262) => 0.07058557198733893, iter=31 (of 300) 1 => ((1.265625, 1.6023437499999997) => 0.07058548927307126) 2 => ((1.2656250536441802, 1.6023437499999997) => 0.07058550318691237) 3 => ((1.265625, 1.602343940734863) => 0.07058550976580588) 4 => ((1.265625, 1.6023441314697262) => 0.07058553026581645) 5 => ((1.265625, 1.6023441970348355) => 0.07058553731437553) 6 => ((1.2656252145767213, 1.6023437499999997) => 0.07058554495059231) 7 => ((1.265625, 1.6023443222045897) => 0.07058555077310301) 8 => ((1.2656250536441802, 1.6023441970348355) => 0.07058555121607635) 9 => ((1.2656251341104507, 1.6023440361022945) => 0.07058555478700393) 10 => ((1.2656251072883606, 1.6023441314697262) => 0.07058555807647204) 11 => ((1.2656252682209015, 1.6023437499999997) => 0.07058555887920442) 12 => ((1.2656251072883606, 1.6023441970348355) => 0.07058556512146998) 13 => ((1.2656252145767213, 1.602343940734863) => 0.07058556542260751) 14 => ((1.265625, 1.602344512939453) => 0.07058557128766549) 15 => ((1.2656250536441802, 1.6023443877696988) => 0.07058557172068414) ===== 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: 163, observed: 1139, best-error: 2.4999999999999973 worst-error: 31.720000000000006 SearchModels iteration 2> population: 16, bsize: 32, queue: 148, observed: 1287, best-error: 0.0 worst-error: 4.42 SearchModels iteration 3> population: 16, bsize: 32, queue: 151, observed: 1438, best-error: 0.0 worst-error: 2.378125 SearchModels iteration 4> population: 16, bsize: 32, queue: 157, observed: 1595, best-error: 0.0 worst-error: 1.45 SearchModels iteration 5> population: 16, bsize: 32, queue: 150, observed: 1745, best-error: 0.0 worst-error: 0.7275390625000014 SearchModels iteration 6> population: 16, bsize: 32, queue: 172, observed: 1917, best-error: 0.0 worst-error: 0.08797378540039041 SearchModels iteration 7> population: 16, bsize: 32, queue: 174, observed: 2091, best-error: 0.0 worst-error: 0.015566558837890052 SearchModels iteration 8> population: 16, bsize: 32, queue: 179, observed: 2270, best-error: 0.0 worst-error: 0.002525463700294467 SearchModels iteration 9> population: 16, bsize: 32, queue: 184, observed: 2454, best-error: 0.0 worst-error: 0.000554513931274408 SearchModels iteration 10> population: 16, bsize: 32, queue: 174, observed: 2628, best-error: 0.0 worst-error: 0.00010299328714604138 SearchModels iteration 11> population: 16, bsize: 32, queue: 175, observed: 2803, best-error: 0.0 worst-error: 2.2020936012267805e-5 SearchModels iteration 12> population: 16, bsize: 32, queue: 178, observed: 2981, best-error: 0.0 worst-error: 7.481838110827557e-6 SearchModels iteration 13> population: 16, bsize: 32, queue: 174, observed: 3155, best-error: 0.0 worst-error: 1.0411821222076292e-6 SearchModels iteration 14> population: 16, bsize: 32, queue: 175, observed: 3330, best-error: 0.0 worst-error: 1.0764889911108529e-7 SearchModels> stop by convergence error=(0.9999389648437501, 0.99986572265625) => 1.8635547827743248e-8, iter=15 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.9999755859375, 0.999951171875) => 5.960464832799572e-10) 3 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) 4 => ((1.0000488281250002, 1.00009765625) => 2.384186359467347e-9) 5 => ((0.9998779296875001, 0.9997558593749999) => 1.4901183398282036e-8) 6 => ((1.0001220703125, 1.000244140625) => 1.490118339830815e-8) 7 => ((0.9998779296875, 0.999755859375) => 1.490118339830815e-8) 8 => ((1.00001220703125, 1.00003662109375) => 1.5049809009498122e-8) 9 => ((0.9999877929687501, 0.99998779296875) => 1.504980900976646e-8) 10 => ((1.0000366210937501, 1.0000854492187499) => 1.6238991699127685e-8) 11 => ((1.00003662109375, 1.00008544921875) => 1.623899170073755e-8) 12 => ((1.00003662109375, 1.00006103515625) => 1.6245540061766345e-8) 13 => ((0.99993896484375, 0.99989013671875) => 1.861735793317901e-8) 14 => ((1.00006103515625, 1.00013427734375) => 1.861735793317901e-8) 15 => ((1.00006103515625, 1.00010986328125) => 1.8635547827214534e-8) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 16.5s PkgEval succeeded after 59.25s