Package evaluation of SearchModels on Julia 1.13.0-DEV.417 (813bcf3aa6*) started at 2025-04-21T23:49:02.399 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.47s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [0e966ebe] + SearchModels v0.4.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [34da2185] + Compat v4.16.0 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [ffbed154] + DocStringExtensions v0.9.4 [92d709cd] + IrrationalConstants v0.2.4 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.0 [d96e819e] + Parameters v0.12.3 [0e966ebe] + SearchModels v0.4.1 [a2af1166] + SortingAlgorithms v1.2.1 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [3a884ed6] + UnPack v1.0.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [d6f4376e] + Markdown v1.11.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.12.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 1.13s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 21.19s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_L1QxCO/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_L1QxCO/Manifest.toml` [34da2185] Compat v4.16.0 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.4 [92d709cd] IrrationalConstants v0.2.4 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.0 [d96e819e] Parameters v0.12.3 [0e966ebe] SearchModels v0.4.1 [a2af1166] SortingAlgorithms v1.2.1 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.0 ⌅ [2913bbd2] StatsBase v0.33.21 [3a884ed6] UnPack v1.0.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [fa267f1f] TOML v1.0.3 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [4536629a] OpenBLAS_jll v0.3.29+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.12.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... SearchModels> search params iter=0, initialpopulation=300, maxpopulation=16, bsize=64, mutbsize=32, crossbsize=32 SearchModels iteration 1> population: 16, bsize: 64, queue: 61, observed: 361, best-error: 57436.29926841029 worst-error: 1.3122448989791754e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 59, observed: 420, best-error: 11229.442497285623 worst-error: 147473.23292224383 SearchModels iteration 3> population: 16, bsize: 64, queue: 59, observed: 479, best-error: 1417.707351983938 worst-error: 41994.831568880356 SearchModels iteration 4> population: 16, bsize: 64, queue: 56, observed: 535, best-error: 1417.707351983938 worst-error: 12093.048674129037 SearchModels iteration 5> population: 16, bsize: 64, queue: 58, observed: 593, best-error: 1017.4030675057114 worst-error: 4367.16925496697 SearchModels iteration 6> population: 16, bsize: 64, queue: 60, observed: 653, best-error: 1017.4030675057114 worst-error: 1665.1724434426117 SearchModels iteration 7> population: 16, bsize: 64, queue: 59, observed: 712, best-error: 769.0018993491672 worst-error: 1106.3855365545483 SearchModels iteration 8> population: 16, bsize: 64, queue: 59, observed: 771, best-error: 735.0536278609007 worst-error: 902.833119385146 SearchModels iteration 9> population: 16, bsize: 64, queue: 58, observed: 829, best-error: 721.3723147339514 worst-error: 777.7428536395544 SearchModels iteration 10> population: 16, bsize: 64, queue: 57, observed: 886, best-error: 671.1498324766136 worst-error: 746.4796512000423 SearchModels iteration 11> population: 16, bsize: 64, queue: 60, observed: 946, best-error: 658.5278341668461 worst-error: 716.4807290141121 SearchModels iteration 12> population: 16, bsize: 64, queue: 61, observed: 1007, best-error: 630.4823497400354 worst-error: 687.1618077354511 SearchModels iteration 13> population: 16, bsize: 64, queue: 61, observed: 1068, best-error: 626.6210745427148 worst-error: 658.4861337493318 SearchModels iteration 14> population: 16, bsize: 64, queue: 63, observed: 1131, best-error: 623.8813019437736 worst-error: 636.5098385199361 SearchModels iteration 15> population: 16, bsize: 64, queue: 58, observed: 1189, best-error: 623.0075854800319 worst-error: 626.2993552484683 SearchModels iteration 16> population: 16, bsize: 64, queue: 60, observed: 1249, best-error: 621.8466739819344 worst-error: 624.422996455571 SearchModels iteration 17> population: 16, bsize: 64, queue: 57, observed: 1306, best-error: 621.4953779070972 worst-error: 623.7233842964968 SearchModels iteration 18> population: 16, bsize: 64, queue: 60, observed: 1366, best-error: 621.3288734305756 worst-error: 622.4734314906145 SearchModels iteration 19> population: 16, bsize: 64, queue: 61, observed: 1427, best-error: 620.3766117042642 worst-error: 621.7271746542306 SearchModels iteration 20> population: 16, bsize: 64, queue: 58, observed: 1485, best-error: 620.3766117042642 worst-error: 621.3458434947376 SearchModels iteration 21> population: 16, bsize: 64, queue: 58, observed: 1543, best-error: 620.3766117042642 worst-error: 620.8542776085395 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1601, best-error: 620.3766117042642 worst-error: 620.7067213444981 SearchModels iteration 23> population: 16, bsize: 64, queue: 58, observed: 1659, best-error: 620.3766117042642 worst-error: 620.5780876891313 SearchModels iteration 24> population: 16, bsize: 64, queue: 58, observed: 1717, best-error: 619.7799772496674 worst-error: 620.5360053036325 SearchModels iteration 25> population: 16, bsize: 64, queue: 55, observed: 1772, best-error: 619.7799772496674 worst-error: 620.4645345440197 SearchModels iteration 26> population: 16, bsize: 64, queue: 58, observed: 1830, best-error: 619.7799772496674 worst-error: 620.262964951404 SearchModels iteration 27> population: 16, bsize: 64, queue: 56, observed: 1886, best-error: 618.9205384875823 worst-error: 620.0997368941177 SearchModels iteration 28> population: 16, bsize: 64, queue: 56, observed: 1942, best-error: 618.9205384875823 worst-error: 619.9340828835691 SearchModels iteration 29> population: 16, bsize: 64, queue: 56, observed: 1998, best-error: 618.9205384875823 worst-error: 619.6651980097782 SearchModels iteration 30> population: 16, bsize: 64, queue: 62, observed: 2060, best-error: 616.5984197290466 worst-error: 619.396004297664 SearchModels iteration 31> population: 16, bsize: 64, queue: 57, observed: 2117, best-error: 616.5984197290466 worst-error: 618.9905074009266 SearchModels iteration 32> population: 16, bsize: 64, queue: 59, observed: 2176, best-error: 616.5984197290466 worst-error: 618.3892664569265 SearchModels iteration 33> population: 16, bsize: 64, queue: 61, observed: 2237, best-error: 616.5984197290466 worst-error: 617.802678272709 SearchModels iteration 34> population: 16, bsize: 64, queue: 60, observed: 2297, best-error: 616.5984197290466 worst-error: 617.5083460618513 SearchModels iteration 35> population: 16, bsize: 64, queue: 56, observed: 2353, best-error: 616.1308862101126 worst-error: 617.1051890073213 SearchModels iteration 36> population: 16, bsize: 64, queue: 61, observed: 2414, best-error: 615.8848855964476 worst-error: 616.923977087229 SearchModels iteration 37> population: 16, bsize: 64, queue: 59, observed: 2473, best-error: 615.8848855964476 worst-error: 616.6010660420595 SearchModels iteration 38> population: 16, bsize: 64, queue: 54, observed: 2527, best-error: 615.6317277301506 worst-error: 616.2993930120772 SearchModels iteration 39> population: 16, bsize: 64, queue: 58, observed: 2585, best-error: 615.5785007710601 worst-error: 616.0893433941715 SearchModels iteration 40> population: 16, bsize: 64, queue: 54, observed: 2639, best-error: 615.2470802473192 worst-error: 615.9005790422558 SearchModels iteration 41> population: 16, bsize: 64, queue: 58, observed: 2697, best-error: 615.2470802473192 worst-error: 615.6709163777003 SearchModels iteration 42> population: 16, bsize: 64, queue: 53, observed: 2750, best-error: 615.172677394301 worst-error: 615.5608201627672 SearchModels iteration 43> population: 16, bsize: 64, queue: 61, observed: 2811, best-error: 614.9838584334868 worst-error: 615.4527219880241 SearchModels iteration 44> population: 16, bsize: 64, queue: 61, observed: 2872, best-error: 614.9838584334868 worst-error: 615.2554142735739 SearchModels iteration 45> population: 16, bsize: 64, queue: 59, observed: 2931, best-error: 614.7402800385812 worst-error: 615.1349457323862 SearchModels iteration 46> population: 16, bsize: 64, queue: 58, observed: 2989, best-error: 614.7402800385812 worst-error: 615.0759500003479 SearchModels iteration 47> population: 16, bsize: 64, queue: 57, observed: 3046, best-error: 614.4267396863443 worst-error: 614.9838584334868 SearchModels iteration 48> population: 16, bsize: 64, queue: 58, observed: 3104, best-error: 614.2266320545177 worst-error: 614.8239734780249 SearchModels iteration 49> population: 16, bsize: 64, queue: 61, observed: 3165, best-error: 614.2266320545177 worst-error: 614.607737300426 SearchModels iteration 50> population: 16, bsize: 64, queue: 59, observed: 3224, best-error: 613.8901520637411 worst-error: 614.466383249389 SearchModels iteration 51> population: 16, bsize: 64, queue: 58, observed: 3282, best-error: 613.8901520637411 worst-error: 614.3497379455999 SearchModels iteration 52> population: 16, bsize: 64, queue: 59, observed: 3341, best-error: 613.8901520637411 worst-error: 614.2266320545177 SearchModels iteration 53> population: 16, bsize: 64, queue: 61, observed: 3402, best-error: 613.6432578970637 worst-error: 614.1349055640133 SearchModels iteration 54> population: 16, bsize: 64, queue: 57, observed: 3459, best-error: 613.6051788049748 worst-error: 613.977889911045 SearchModels iteration 55> population: 16, bsize: 64, queue: 59, observed: 3518, best-error: 613.4267071734224 worst-error: 613.8243209622905 SearchModels iteration 56> population: 16, bsize: 64, queue: 57, observed: 3575, best-error: 613.4231800845658 worst-error: 613.677630990473 SearchModels iteration 57> population: 16, bsize: 64, queue: 59, observed: 3634, best-error: 613.4231800845658 worst-error: 613.5760515829908 SearchModels iteration 58> population: 16, bsize: 64, queue: 60, observed: 3694, best-error: 613.3085014381217 worst-error: 613.5008029461401 SearchModels iteration 59> population: 16, bsize: 64, queue: 63, observed: 3757, best-error: 613.3085014381217 worst-error: 613.4231800845658 SearchModels iteration 60> population: 16, bsize: 64, queue: 56, observed: 3813, best-error: 612.998699343042 worst-error: 613.3418385654511 SearchModels iteration 61> population: 16, bsize: 64, queue: 58, observed: 3871, best-error: 612.7988589183338 worst-error: 613.2556445117152 SearchModels iteration 62> population: 16, bsize: 64, queue: 57, observed: 3928, best-error: 612.5683278251774 worst-error: 613.0598310533346 SearchModels iteration 63> population: 16, bsize: 64, queue: 56, observed: 3984, best-error: 612.5683278251774 worst-error: 612.8760721705826 SearchModels iteration 64> population: 16, bsize: 64, queue: 57, observed: 4041, best-error: 608.2708316542379 worst-error: 612.6665263691273 SearchModels iteration 65> population: 16, bsize: 64, queue: 58, observed: 4099, best-error: 608.2708316542379 worst-error: 609.4144522442022 SearchModels iteration 66> population: 16, bsize: 64, queue: 58, observed: 4157, best-error: 608.2708316542379 worst-error: 608.447586637264 SearchModels iteration 67> population: 16, bsize: 64, queue: 59, observed: 4216, best-error: 608.0432070827642 worst-error: 608.3583303184568 SearchModels iteration 68> population: 16, bsize: 64, queue: 58, observed: 4274, best-error: 608.0432070827642 worst-error: 608.2708316542379 SearchModels iteration 69> population: 16, bsize: 64, queue: 58, observed: 4332, best-error: 607.985712518576 worst-error: 608.179112351107 SearchModels iteration 70> population: 16, bsize: 64, queue: 57, observed: 4389, best-error: 607.8195660624834 worst-error: 608.1056109214633 SearchModels iteration 71> population: 16, bsize: 64, queue: 61, observed: 4450, best-error: 607.8195660624834 worst-error: 608.0386169043489 SearchModels iteration 72> population: 16, bsize: 64, queue: 58, observed: 4508, best-error: 607.6608469829965 worst-error: 607.9370756001107 SearchModels iteration 73> population: 16, bsize: 64, queue: 58, observed: 4566, best-error: 607.5968569911896 worst-error: 607.8777911448852 SearchModels iteration 74> population: 16, bsize: 64, queue: 59, observed: 4625, best-error: 607.5968569911896 worst-error: 607.7963622262083 SearchModels iteration 75> population: 16, bsize: 64, queue: 55, observed: 4680, best-error: 607.5968569911896 worst-error: 607.7115985375838 SearchModels iteration 76> population: 16, bsize: 64, queue: 59, observed: 4739, best-error: 607.5968569911896 worst-error: 607.6673254651078 SearchModels iteration 77> population: 16, bsize: 64, queue: 56, observed: 4795, best-error: 607.3522646344408 worst-error: 607.6413946162262 SearchModels iteration 78> population: 16, bsize: 64, queue: 55, observed: 4850, best-error: 607.3522646344408 worst-error: 607.6284573735501 SearchModels iteration 79> population: 16, bsize: 64, queue: 61, observed: 4911, best-error: 607.2848476159855 worst-error: 607.55148640988 SearchModels iteration 80> population: 16, bsize: 64, queue: 61, observed: 4972, best-error: 607.251081349527 worst-error: 607.4828214439298 SearchModels iteration 81> population: 16, bsize: 64, queue: 59, observed: 5031, best-error: 607.1934596279506 worst-error: 607.352802739306 SearchModels iteration 82> population: 16, bsize: 64, queue: 53, observed: 5084, best-error: 607.0340052099544 worst-error: 607.2876066858355 SearchModels iteration 83> population: 16, bsize: 64, queue: 55, observed: 5139, best-error: 607.0340052099544 worst-error: 607.2273912978802 SearchModels iteration 84> population: 16, bsize: 64, queue: 61, observed: 5200, best-error: 607.0340052099544 worst-error: 607.1364992143916 SearchModels iteration 85> population: 16, bsize: 64, queue: 58, observed: 5258, best-error: 606.8776031983977 worst-error: 607.067001132607 SearchModels iteration 86> population: 16, bsize: 64, queue: 62, observed: 5320, best-error: 606.8420024042933 worst-error: 607.0453809065225 SearchModels iteration 87> population: 16, bsize: 64, queue: 58, observed: 5378, best-error: 606.8368493375733 worst-error: 606.9391479821951 SearchModels iteration 88> population: 16, bsize: 64, queue: 61, observed: 5439, best-error: 606.5945234026844 worst-error: 606.8894334967509 SearchModels iteration 89> population: 16, bsize: 64, queue: 61, observed: 5500, best-error: 606.5945234026844 worst-error: 606.8534691091849 SearchModels iteration 90> population: 16, bsize: 64, queue: 60, observed: 5560, best-error: 606.5945234026844 worst-error: 606.7460924086141 SearchModels iteration 91> population: 16, bsize: 64, queue: 57, observed: 5617, best-error: 606.3712106177663 worst-error: 606.6679920998951 SearchModels iteration 92> population: 16, bsize: 64, queue: 58, observed: 5675, best-error: 606.2317072144931 worst-error: 606.5915924833538 SearchModels iteration 93> population: 16, bsize: 64, queue: 59, observed: 5734, best-error: 606.2317072144931 worst-error: 606.489346947871 SearchModels iteration 94> population: 16, bsize: 64, queue: 55, observed: 5789, best-error: 606.2317072144931 worst-error: 606.4050541149238 SearchModels iteration 95> population: 16, bsize: 64, queue: 61, observed: 5850, best-error: 606.1809996305741 worst-error: 606.3473863312046 SearchModels iteration 96> population: 16, bsize: 64, queue: 54, observed: 5904, best-error: 606.147786723198 worst-error: 606.2869044605872 SearchModels iteration 97> population: 16, bsize: 64, queue: 60, observed: 5964, best-error: 606.0601694323017 worst-error: 606.189534541374 SearchModels iteration 98> population: 16, bsize: 64, queue: 62, observed: 6026, best-error: 605.906854230606 worst-error: 606.1444369757935 SearchModels iteration 99> population: 16, bsize: 64, queue: 60, observed: 6086, best-error: 605.906854230606 worst-error: 606.0242907821089 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.9439578098705517, 0.2754572693302981, 0.8550400118017407, 0.7126775888566064, 0.45288470483081567] 1 => ([1.1408270098553812, 0.8094616185514695, -0.9845142347426139, 0.7046686710342627, 0.4782721556724458] => 605.7644942762428) 2 => ([1.1452892598642723, 0.8233495278850568, -0.9894113585215585, 0.7046686616489887, 0.47827215567244175] => 605.8732384583517) 3 => ([1.132304454615303, 0.815380047775333, -0.9808987949653295, 0.7046686653338292, 0.478272155672443] => 605.906854230606) 4 => ([1.1339497622418537, 0.8315830231639073, -0.9796152064569886, 0.7046686616489887, 0.47827215567244175] => 605.9389457056593) 5 => ([1.132304454615303, 0.8236162098740738, -0.9808987949653295, 0.7046686653338292, 0.478272155672443] => 605.9394163218884) 6 => ([1.1312873551056444, 0.8174490762549087, -0.9821406872723946, 0.7046686652511478, 0.4782721556724432] => 605.9450666754163) 7 => ([1.1371916839026706, 0.8116857350663732, -0.9882816078650849, 0.7046686745537405, 0.4782721556724473] => 605.9494895442399) 8 => ([1.1311487869788686, 0.8152789704054251, -0.9831113141709281, 0.7046686787915728, 0.4782721556724489] => 605.9522511895043) 9 => ([1.1328036714184218, 0.8140370527924341, -0.9852111475687397, 0.7046686699024441, 0.47827215567244524] => 605.9550911249197) 10 => ([1.1309180737707116, 0.8164681412561585, -0.9827065148539718, 0.7046686681840459, 0.4782721556724444] => 605.9555168180648) 11 => ([1.1298180717314028, 0.8157568939034339, -0.9807999996458971, 0.7046686695380779, 0.47827215567244474] => 605.9565490113907) 12 => ([1.1296962664488697, 0.816331013696985, -0.9808608116290329, 0.7046686658790682, 0.4782721556724433] => 605.9614279460484) 13 => ([1.1316567857147384, 0.8235112730813428, -0.9820773633778608, 0.7046686662847751, 0.47827215567244374] => 605.9614572018507) 14 => ([1.1310518813836627, 0.8190354460859326, -0.9826464290735372, 0.70466867126423, 0.47827215567244563] => 605.9619267239465) 15 => ([1.143627499161456, 0.8236162098740738, -0.9907077829149828, 0.7046686653338292, 0.478272155672443] => 605.9629643206698) Test Summary: | Total Time SearchModels.jl | 0 6.3s ===== RoseParams without inspect_population SearchModels> search params iter=0, initialpopulation=1000, maxpopulation=16, bsize=32, mutbsize=100, crossbsize=100 SearchModels iteration 1> population: 16, bsize: 32, queue: 163, observed: 1138, best-error: 0.02000000000000048 worst-error: 13.220000000000002 SearchModels iteration 2> population: 16, bsize: 32, queue: 167, observed: 1305, best-error: 0.02000000000000048 worst-error: 1.7000000000000004 SearchModels iteration 3> population: 16, bsize: 32, queue: 175, observed: 1480, best-error: 0.02000000000000048 worst-error: 0.4999999999999999 SearchModels iteration 4> population: 16, bsize: 32, queue: 177, observed: 1657, best-error: 0.02000000000000048 worst-error: 0.18378906250000002 SearchModels iteration 5> population: 16, bsize: 32, queue: 178, observed: 1835, best-error: 0.02000000000000048 worst-error: 0.07343521118164076 SearchModels iteration 6> population: 16, bsize: 32, queue: 181, observed: 2016, best-error: 0.007194681167602571 worst-error: 0.035223245620727234 SearchModels iteration 7> population: 16, bsize: 32, queue: 174, observed: 2190, best-error: 0.007194681167602571 worst-error: 0.015632048249245207 SearchModels iteration 8> population: 16, bsize: 32, queue: 165, observed: 2355, best-error: 0.007194681167602571 worst-error: 0.009854087866842748 SearchModels iteration 9> population: 16, bsize: 32, queue: 159, observed: 2514, best-error: 0.007187581586185885 worst-error: 0.007781162858009303 SearchModels iteration 10> population: 16, bsize: 32, queue: 150, observed: 2664, best-error: 0.00692393701756376 worst-error: 0.007277841567993282 SearchModels iteration 11> population: 16, bsize: 32, queue: 160, observed: 2824, best-error: 0.00692393701756376 worst-error: 0.0071202945709228594 SearchModels iteration 12> population: 16, bsize: 32, queue: 163, observed: 2987, best-error: 0.00692393701756376 worst-error: 0.007026009193805286 SearchModels iteration 13> population: 16, bsize: 32, queue: 132, observed: 3119, best-error: 0.00692393701756376 worst-error: 0.006970369162164067 SearchModels iteration 14> population: 16, bsize: 32, queue: 127, observed: 3246, best-error: 0.00692393701756376 worst-error: 0.00694786453978911 SearchModels iteration 15> population: 16, bsize: 32, queue: 135, observed: 3381, best-error: 0.00692393701756376 worst-error: 0.006938460010980981 SearchModels iteration 16> population: 16, bsize: 32, queue: 122, observed: 3503, best-error: 0.00692393701756376 worst-error: 0.0069318502550217344 SearchModels iteration 17> population: 16, bsize: 32, queue: 127, observed: 3630, best-error: 0.00692393701756376 worst-error: 0.00692726500565187 SearchModels iteration 18> population: 16, bsize: 32, queue: 115, observed: 3745, best-error: 0.00692393701756376 worst-error: 0.006925762408843881 SearchModels iteration 19> population: 16, bsize: 32, queue: 112, observed: 3857, best-error: 0.00692393701756376 worst-error: 0.006925092975143364 SearchModels iteration 20> population: 16, bsize: 32, queue: 107, observed: 3964, best-error: 0.00692393701756376 worst-error: 0.006924544960183572 SearchModels iteration 21> population: 16, bsize: 32, queue: 103, observed: 4067, best-error: 0.00692393701756376 worst-error: 0.0069242975804518925 SearchModels iteration 22> population: 16, bsize: 32, queue: 120, observed: 4187, best-error: 0.00692393701756376 worst-error: 0.0069241550798969445 SearchModels> stop by convergence error=(1.0832031250000003, 1.1734434127807616) => 0.006924068809166812, iter=23 (of 300) 1 => ((1.0832031250000003, 1.1734375) => 0.00692393701756376) 2 => ((1.0832031250000003, 1.1734394073486327) => 0.00692397876700855) 3 => ((1.0832036018371585, 1.1734375) => 0.006923994058652225) 4 => ((1.0832031250000003, 1.1734405517578124) => 0.006924004165921389) 5 => ((1.0832031250000003, 1.1734407424926756) => 0.006924008424539379) 6 => ((1.0832031250000003, 1.1734413146972655) => 0.006924021244049102) 7 => ((1.0832031250000003, 1.173441696166992) => 0.006924029826768701) 8 => ((1.0832031250000003, 1.173442268371582) => 0.006924042755417788) 9 => ((1.0832031250000003, 1.1734424591064452) => 0.006924047079519397) 10 => ((1.0832040786743167, 1.1734375) => 0.006924051313613155) 11 => ((1.0832031250000003, 1.1734426498413084) => 0.006924051410896964) 12 => ((1.0832036018371585, 1.173440170288086) => 0.006924052159907821) 13 => ((1.0832033634185794, 1.1734415054321288) => 0.0069240536118107205) 14 => ((1.0832031250000003, 1.1734428405761719) => 0.006924055749550493) 15 => ((1.0832031250000003, 1.1734432220458983) => 0.006924064448685414) ===== 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: 172, observed: 1149, best-error: 0.9000000000000015 worst-error: 11.919999999999998 SearchModels iteration 2> population: 16, bsize: 32, queue: 148, observed: 1297, best-error: 0.07812499999999989 worst-error: 1.2200000000000002 SearchModels iteration 3> population: 16, bsize: 32, queue: 168, observed: 1465, best-error: 0.003124999999999922 worst-error: 0.5199999999999998 SearchModels iteration 4> population: 16, bsize: 32, queue: 175, observed: 1640, best-error: 0.003124999999999922 worst-error: 0.18249999999999963 SearchModels iteration 5> population: 16, bsize: 32, queue: 174, observed: 1814, best-error: 0.003124999999999922 worst-error: 0.07261962890624998 SearchModels iteration 6> population: 16, bsize: 32, queue: 176, observed: 1990, best-error: 0.003124999999999922 worst-error: 0.029245758056640567 SearchModels iteration 7> population: 16, bsize: 32, queue: 172, observed: 2162, best-error: 0.003124999999999922 worst-error: 0.016855621337890595 SearchModels iteration 8> population: 16, bsize: 32, queue: 182, observed: 2344, best-error: 0.003124999999999922 worst-error: 0.010367441177368056 SearchModels iteration 9> population: 16, bsize: 32, queue: 178, observed: 2522, best-error: 0.003124999999999922 worst-error: 0.007173776626587001 SearchModels iteration 10> population: 16, bsize: 32, queue: 174, observed: 2696, best-error: 0.003124999999999922 worst-error: 0.0057403231039643765 SearchModels iteration 11> population: 16, bsize: 32, queue: 174, observed: 2870, best-error: 0.003124999999999922 worst-error: 0.004362618448358309 SearchModels iteration 12> population: 16, bsize: 32, queue: 175, observed: 3045, best-error: 0.00312234022669141 worst-error: 0.00367272311284067 SearchModels iteration 13> population: 16, bsize: 32, queue: 178, observed: 3223, best-error: 0.00312234022669141 worst-error: 0.0034046632844546994 SearchModels iteration 14> population: 16, bsize: 32, queue: 171, observed: 3394, best-error: 0.0029332164173325632 worst-error: 0.0031642375908358315 SearchModels iteration 15> population: 16, bsize: 32, queue: 163, observed: 3557, best-error: 0.00289426915566768 worst-error: 0.002999498129947807 SearchModels iteration 16> population: 16, bsize: 32, queue: 165, observed: 3722, best-error: 0.002830066863638204 worst-error: 0.0029193926217345786 SearchModels iteration 17> population: 16, bsize: 32, queue: 183, observed: 3905, best-error: 0.002830066863638204 worst-error: 0.002886461529278665 SearchModels iteration 18> population: 16, bsize: 32, queue: 165, observed: 4070, best-error: 0.0028266771473176057 worst-error: 0.0028544480707393912 SearchModels iteration 19> population: 16, bsize: 32, queue: 162, observed: 4232, best-error: 0.0028248526496181714 worst-error: 0.0028382581125696456 SearchModels iteration 20> population: 16, bsize: 32, queue: 148, observed: 4380, best-error: 0.0028248153324664294 worst-error: 0.0028289278483999243 SearchModels iteration 21> population: 16, bsize: 32, queue: 112, observed: 4492, best-error: 0.002824809395097525 worst-error: 0.0028252227181846663 SearchModels iteration 22> population: 16, bsize: 32, queue: 108, observed: 4600, best-error: 0.0028248089576801247 worst-error: 0.002824836801506678 SearchModels> stop by convergence error=(0.946921920776367, 0.8963867187500001) => 0.002824812320761677, iter=23 (of 300) 1 => ((0.9469253540039062, 0.8963867187500001) => 0.002824808939034674) 2 => ((0.946924591064453, 0.8963867187500001) => 0.0028248089576801247) 3 => ((0.9469257354736327, 0.8963867187500001) => 0.002824809086751746) 4 => ((0.9469238281249999, 0.8963867187500001) => 0.002824809395097525) 5 => ((0.9469234466552733, 0.8963867187500001) => 0.0028248097708453933) 6 => ((0.9469234466552734, 0.8963867187500001) => 0.0028248097708453938) 7 => ((0.9469268798828123, 0.8963867187500001) => 0.0028248101580636595) 8 => ((0.9469268798828124, 0.8963867187500001) => 0.0028248101580636603) 9 => ((0.9469230651855468, 0.8963867187500001) => 0.0028248102512858676) 10 => ((0.9469230651855467, 0.8963867187500001) => 0.0028248102512858676) 11 => ((0.946927261352539, 0.8963867187500001) => 0.0028248107245549482) 12 => ((0.9469226837158202, 0.8963867187500001) => 0.0028248108364188214) 13 => ((0.9469276428222655, 0.8963867187500001) => 0.002824811395740109) 14 => ((0.9469223022460936, 0.8963867187500001) => 0.0028248115262441355) 15 => ((0.9469280242919921, 0.8963867187500001) => 0.0028248121716192647) Test Summary: | Total Time SearchModels.jl | 0 2.5s Testing SearchModels tests passed Testing completed after 22.79s PkgEval succeeded after 67.39s