Package evaluation of SearchModels on Julia 1.13.0-DEV.774 (40c6d1b7c1*) started at 2025-06-24T14:16:43.346 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.2s ################################################################################ # 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 v5.13.1+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 To see why use `status --outdated -m` Installation completed after 1.06s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 20.1s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_WH1f6u/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_WH1f6u/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 v5.13.1+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: 53, observed: 353, best-error: 86559.13905838916 worst-error: 298055.6747159122 SearchModels iteration 2> population: 16, bsize: 64, queue: 54, observed: 407, best-error: 1613.4703346229044 worst-error: 235391.75140192648 SearchModels iteration 3> population: 16, bsize: 64, queue: 61, observed: 468, best-error: 1613.4703346229044 worst-error: 31225.314264318225 SearchModels iteration 4> population: 16, bsize: 64, queue: 56, observed: 524, best-error: 147.84871954816268 worst-error: 3940.615404087847 SearchModels iteration 5> population: 16, bsize: 64, queue: 58, observed: 582, best-error: 69.17559012514083 worst-error: 835.0754355433113 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 640, best-error: 11.300516368377043 worst-error: 155.04849892529398 SearchModels iteration 7> population: 16, bsize: 64, queue: 59, observed: 699, best-error: 2.084238619813024 worst-error: 24.025583770646815 SearchModels iteration 8> population: 16, bsize: 64, queue: 59, observed: 758, best-error: 2.084238619813024 worst-error: 5.111767794894257 SearchModels iteration 9> population: 16, bsize: 64, queue: 60, observed: 818, best-error: 1.711837053243467 worst-error: 2.6337345314026996 SearchModels iteration 10> population: 16, bsize: 64, queue: 61, observed: 879, best-error: 1.615638419890879 worst-error: 2.0523416462910897 SearchModels iteration 11> population: 16, bsize: 64, queue: 61, observed: 940, best-error: 1.607655342253036 worst-error: 1.7275541039063114 SearchModels iteration 12> population: 16, bsize: 64, queue: 58, observed: 998, best-error: 1.593669289452674 worst-error: 1.6308047612950005 SearchModels iteration 13> population: 16, bsize: 64, queue: 57, observed: 1055, best-error: 1.574861804615581 worst-error: 1.6070991845474616 SearchModels iteration 14> population: 16, bsize: 64, queue: 57, observed: 1112, best-error: 1.574861804615581 worst-error: 1.5900321275325975 SearchModels iteration 15> population: 16, bsize: 64, queue: 55, observed: 1167, best-error: 1.5474044335772164 worst-error: 1.5801484302812967 SearchModels iteration 16> population: 16, bsize: 64, queue: 61, observed: 1228, best-error: 1.5380490636615076 worst-error: 1.5747076446030244 SearchModels iteration 17> population: 16, bsize: 64, queue: 61, observed: 1289, best-error: 1.5380490636615076 worst-error: 1.5604898301138477 SearchModels iteration 18> population: 16, bsize: 64, queue: 56, observed: 1345, best-error: 1.517191335865359 worst-error: 1.5516880387971166 SearchModels iteration 19> population: 16, bsize: 64, queue: 57, observed: 1402, best-error: 1.517191335865359 worst-error: 1.5428275279180588 SearchModels iteration 20> population: 16, bsize: 64, queue: 60, observed: 1462, best-error: 1.517191335865359 worst-error: 1.5338005427471526 SearchModels iteration 21> population: 16, bsize: 64, queue: 58, observed: 1520, best-error: 1.5031278313530225 worst-error: 1.5266393708306583 SearchModels iteration 22> population: 16, bsize: 64, queue: 62, observed: 1582, best-error: 1.5031278313530225 worst-error: 1.522688648409977 SearchModels iteration 23> population: 16, bsize: 64, queue: 59, observed: 1641, best-error: 1.5001524227512761 worst-error: 1.517191335865359 SearchModels iteration 24> population: 16, bsize: 64, queue: 58, observed: 1699, best-error: 1.5001524227512761 worst-error: 1.5117463643596518 SearchModels iteration 25> population: 16, bsize: 64, queue: 58, observed: 1757, best-error: 1.5001524227512761 worst-error: 1.50797004351448 SearchModels iteration 26> population: 16, bsize: 64, queue: 57, observed: 1814, best-error: 1.5001524227512761 worst-error: 1.5051951956316847 SearchModels iteration 27> population: 16, bsize: 64, queue: 57, observed: 1871, best-error: 1.4898985908768092 worst-error: 1.5031278313530225 SearchModels iteration 28> population: 16, bsize: 64, queue: 55, observed: 1926, best-error: 1.4898985908768092 worst-error: 1.4997226091029006 SearchModels iteration 29> population: 16, bsize: 64, queue: 61, observed: 1987, best-error: 1.4789716132948512 worst-error: 1.4936022613770712 SearchModels iteration 30> population: 16, bsize: 64, queue: 61, observed: 2048, best-error: 1.4752387612090492 worst-error: 1.4873087621580254 SearchModels iteration 31> population: 16, bsize: 64, queue: 61, observed: 2109, best-error: 1.4623367518577086 worst-error: 1.482670591126514 SearchModels iteration 32> population: 16, bsize: 64, queue: 56, observed: 2165, best-error: 1.4623367518577086 worst-error: 1.4778550961022514 SearchModels iteration 33> population: 16, bsize: 64, queue: 58, observed: 2223, best-error: 1.4621661145744682 worst-error: 1.4733298808047088 SearchModels iteration 34> population: 16, bsize: 64, queue: 57, observed: 2280, best-error: 1.4590235498910282 worst-error: 1.4696844559276738 SearchModels iteration 35> population: 16, bsize: 64, queue: 59, observed: 2339, best-error: 1.4590235498910282 worst-error: 1.4665631516347017 SearchModels iteration 36> population: 16, bsize: 64, queue: 56, observed: 2395, best-error: 1.4566988527135099 worst-error: 1.4627565059433114 SearchModels iteration 37> population: 16, bsize: 64, queue: 58, observed: 2453, best-error: 1.4564465470554737 worst-error: 1.4605717279029582 SearchModels iteration 38> population: 16, bsize: 64, queue: 57, observed: 2510, best-error: 1.4564465470554737 worst-error: 1.4591083475163675 SearchModels iteration 39> population: 16, bsize: 64, queue: 59, observed: 2569, best-error: 1.4564465470554737 worst-error: 1.4577589207868855 SearchModels iteration 40> population: 16, bsize: 64, queue: 58, observed: 2627, best-error: 1.451176839153098 worst-error: 1.4569464162347716 SearchModels iteration 41> population: 16, bsize: 64, queue: 60, observed: 2687, best-error: 1.4510213269785026 worst-error: 1.4565273941533756 SearchModels iteration 42> population: 16, bsize: 64, queue: 59, observed: 2746, best-error: 1.4455187051767078 worst-error: 1.4549317859031685 SearchModels iteration 43> population: 16, bsize: 64, queue: 59, observed: 2805, best-error: 1.4455187051767078 worst-error: 1.4531763734382852 SearchModels iteration 44> population: 16, bsize: 64, queue: 57, observed: 2862, best-error: 1.4455187051767078 worst-error: 1.4505167803262031 SearchModels iteration 45> population: 16, bsize: 64, queue: 59, observed: 2921, best-error: 1.4420991848724147 worst-error: 1.4489226235013692 SearchModels iteration 46> population: 16, bsize: 64, queue: 59, observed: 2980, best-error: 1.4420991848724147 worst-error: 1.4476643203468875 SearchModels iteration 47> population: 16, bsize: 64, queue: 59, observed: 3039, best-error: 1.4416748549735292 worst-error: 1.4454161183970775 SearchModels iteration 48> population: 16, bsize: 64, queue: 59, observed: 3098, best-error: 1.4397679160589216 worst-error: 1.4437489633996423 SearchModels iteration 49> population: 16, bsize: 64, queue: 59, observed: 3157, best-error: 1.4397679160589216 worst-error: 1.4426482567894068 SearchModels iteration 50> population: 16, bsize: 64, queue: 57, observed: 3214, best-error: 1.4392539401438842 worst-error: 1.4416512636680894 SearchModels iteration 51> population: 16, bsize: 64, queue: 62, observed: 3276, best-error: 1.4392539401438842 worst-error: 1.441160902781229 SearchModels iteration 52> population: 16, bsize: 64, queue: 61, observed: 3337, best-error: 1.435635865722976 worst-error: 1.4404510211853492 SearchModels iteration 53> population: 16, bsize: 64, queue: 61, observed: 3398, best-error: 1.435635865722976 worst-error: 1.439586873618379 SearchModels iteration 54> population: 16, bsize: 64, queue: 49, observed: 3447, best-error: 1.435635865722976 worst-error: 1.4380232400313397 SearchModels iteration 55> population: 16, bsize: 64, queue: 54, observed: 3501, best-error: 1.435635865722976 worst-error: 1.4375239900264574 SearchModels iteration 56> population: 16, bsize: 64, queue: 60, observed: 3561, best-error: 1.4334715142114065 worst-error: 1.4364755972825132 SearchModels iteration 57> population: 16, bsize: 64, queue: 55, observed: 3616, best-error: 1.4312245748717882 worst-error: 1.4358876585179932 SearchModels iteration 58> population: 16, bsize: 64, queue: 57, observed: 3673, best-error: 1.4305160492310358 worst-error: 1.4349930028510336 SearchModels iteration 59> population: 16, bsize: 64, queue: 57, observed: 3730, best-error: 1.4299337226890696 worst-error: 1.4330950337174053 SearchModels iteration 60> population: 16, bsize: 64, queue: 60, observed: 3790, best-error: 1.4275277301524572 worst-error: 1.4315075821051544 SearchModels iteration 61> population: 16, bsize: 64, queue: 57, observed: 3847, best-error: 1.4266686369340276 worst-error: 1.42963665545901 SearchModels iteration 62> population: 16, bsize: 64, queue: 58, observed: 3905, best-error: 1.4266686369340276 worst-error: 1.428703896172877 SearchModels iteration 63> population: 16, bsize: 64, queue: 57, observed: 3962, best-error: 1.4266686369340276 worst-error: 1.4277631855681003 SearchModels iteration 64> population: 16, bsize: 64, queue: 58, observed: 4020, best-error: 1.4266686369340276 worst-error: 1.4275277301524572 SearchModels iteration 65> population: 16, bsize: 64, queue: 61, observed: 4081, best-error: 1.4233014961626436 worst-error: 1.4272951214337914 SearchModels iteration 66> population: 16, bsize: 64, queue: 55, observed: 4136, best-error: 1.4233014961626436 worst-error: 1.4271183140568 SearchModels iteration 67> population: 16, bsize: 64, queue: 58, observed: 4194, best-error: 1.4206656362396106 worst-error: 1.425928595530516 SearchModels iteration 68> population: 16, bsize: 64, queue: 61, observed: 4255, best-error: 1.4206656362396106 worst-error: 1.4249052913884752 SearchModels iteration 69> population: 16, bsize: 64, queue: 60, observed: 4315, best-error: 1.4206656362396106 worst-error: 1.4242338553471912 SearchModels iteration 70> population: 16, bsize: 64, queue: 59, observed: 4374, best-error: 1.4206656362396106 worst-error: 1.4232662420202697 SearchModels iteration 71> population: 16, bsize: 64, queue: 58, observed: 4432, best-error: 1.4197913933419528 worst-error: 1.4224983252021088 SearchModels iteration 72> population: 16, bsize: 64, queue: 59, observed: 4491, best-error: 1.4197913933419528 worst-error: 1.4215843871137326 SearchModels iteration 73> population: 16, bsize: 64, queue: 60, observed: 4551, best-error: 1.4197913933419528 worst-error: 1.4208150952576624 SearchModels iteration 74> population: 16, bsize: 64, queue: 58, observed: 4609, best-error: 1.4184216732501538 worst-error: 1.420445485226358 SearchModels iteration 75> population: 16, bsize: 64, queue: 59, observed: 4668, best-error: 1.4162422093976168 worst-error: 1.4201172465675227 SearchModels iteration 76> population: 16, bsize: 64, queue: 60, observed: 4728, best-error: 1.4162422093976168 worst-error: 1.4196860896035755 SearchModels iteration 77> population: 16, bsize: 64, queue: 61, observed: 4789, best-error: 1.4162422093976168 worst-error: 1.4186579488043003 SearchModels iteration 78> population: 16, bsize: 64, queue: 57, observed: 4846, best-error: 1.4162422093976168 worst-error: 1.4178770837178183 SearchModels iteration 79> population: 16, bsize: 64, queue: 61, observed: 4907, best-error: 1.4152965930040664 worst-error: 1.4173027008700751 SearchModels iteration 80> population: 16, bsize: 64, queue: 58, observed: 4965, best-error: 1.4152965930040664 worst-error: 1.4167365569832286 SearchModels iteration 81> population: 16, bsize: 64, queue: 56, observed: 5021, best-error: 1.4152965930040664 worst-error: 1.4163747943473575 SearchModels iteration 82> population: 16, bsize: 64, queue: 60, observed: 5081, best-error: 1.4152965930040664 worst-error: 1.4160948323392568 SearchModels iteration 83> population: 16, bsize: 64, queue: 60, observed: 5141, best-error: 1.414922623155422 worst-error: 1.4158415659939523 SearchModels iteration 84> population: 16, bsize: 64, queue: 61, observed: 5202, best-error: 1.4137125476483303 worst-error: 1.4155638457029334 SearchModels iteration 85> population: 16, bsize: 64, queue: 57, observed: 5259, best-error: 1.4137125476483303 worst-error: 1.415320043279902 SearchModels iteration 86> population: 16, bsize: 64, queue: 59, observed: 5318, best-error: 1.4127399482592282 worst-error: 1.4150135393164174 SearchModels iteration 87> population: 16, bsize: 64, queue: 56, observed: 5374, best-error: 1.4127399482592282 worst-error: 1.4145222448465966 SearchModels iteration 88> population: 16, bsize: 64, queue: 59, observed: 5433, best-error: 1.4127399482592282 worst-error: 1.4139721305801751 SearchModels iteration 89> population: 16, bsize: 64, queue: 54, observed: 5487, best-error: 1.4127399482592282 worst-error: 1.4136257451331546 SearchModels iteration 90> population: 16, bsize: 64, queue: 56, observed: 5543, best-error: 1.4127399482592282 worst-error: 1.413267091799688 SearchModels iteration 91> population: 16, bsize: 64, queue: 57, observed: 5600, best-error: 1.4127399482592282 worst-error: 1.4130781432396373 SearchModels iteration 92> population: 16, bsize: 64, queue: 56, observed: 5656, best-error: 1.4111511381597406 worst-error: 1.412906435974537 SearchModels iteration 93> population: 16, bsize: 64, queue: 58, observed: 5714, best-error: 1.38159392789234 worst-error: 1.412117071485547 SearchModels iteration 94> population: 16, bsize: 64, queue: 60, observed: 5774, best-error: 1.38159392789234 worst-error: 1.3894377970036171 SearchModels iteration 95> population: 16, bsize: 64, queue: 60, observed: 5834, best-error: 1.3806079657319328 worst-error: 1.3838584052238072 SearchModels iteration 96> population: 16, bsize: 64, queue: 52, observed: 5886, best-error: 1.3806079657319328 worst-error: 1.382298831905847 SearchModels iteration 97> population: 16, bsize: 64, queue: 56, observed: 5942, best-error: 1.3806079657319328 worst-error: 1.381716183466792 SearchModels iteration 98> population: 16, bsize: 64, queue: 57, observed: 5999, best-error: 1.3800891607130437 worst-error: 1.3811599486553743 SearchModels iteration 99> population: 16, bsize: 64, queue: 56, observed: 6055, best-error: 1.379671939437661 worst-error: 1.3806312047790175 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.7406549498874989, 0.35868830364578586, 0.6627300896789865, 0.5149284662243842, 0.15628640191787702] 1 => ([-0.3039426927373432, -0.07169376398655256, 0.7171200052609363, 0.5215573824113026, 0.15577238928174666] => 1.379229262470978) 2 => ([-0.30114833400384367, -0.07258412974444944, 0.7169988905834898, 0.5215573824113021, 0.15577238928174653] => 1.379490025653999) 3 => ([-0.3041598173438821, -0.0718654749945044, 0.7169988905834898, 0.5215573824113021, 0.15577238928174653] => 1.379671939437661) 4 => ([-0.30415595676760043, -0.07188317363766844, 0.7172411199384181, 0.521557382411302, 0.15577238928174653] => 1.3797718336994855) 5 => ([-0.3040679852748436, -0.07201797590371062, 0.7171200052609465, 0.5215573824113022, 0.15577238928174658] => 1.3799246591693084) 6 => ([-0.3041406970761896, -0.07204997373074867, 0.7172411199384146, 0.5215573824113022, 0.15577238928174655] => 1.3800891607130437) 7 => ([-0.3041520961913188, -0.07190087228083247, 0.7174833492933466, 0.521557382411302, 0.1557723892817465] => 1.3801112848304444) 8 => ([-0.300928435726044, -0.07275266282184116, 0.7174833492933306, 0.5215573824113025, 0.15577238928174664] => 1.380190580919595) 9 => ([-0.30413155103423517, -0.07206404471031276, 0.7173622346158806, 0.521557382411302, 0.15577238928174653] => 1.3802357115962183) 10 => ([-0.303976153205805, -0.07217047681291683, 0.7172411199384032, 0.5215573824113025, 0.15577238928174664] => 1.3802403119516051) 11 => ([-0.3033294508407692, -0.07223393232283526, 0.7174227919546091, 0.5215573824113022, 0.15577238928174653] => 1.3802495419775918) 12 => ([-0.30336870217365347, -0.07232739649008543, 0.7173016772771468, 0.5215573824113022, 0.15577238928174653] => 1.3802935733611803) 13 => ([-0.30324147934801227, -0.07236873458887744, 0.7173016772771375, 0.5215573824113025, 0.1557723892817466] => 1.380310253828484) 14 => ([-0.3041062486369429, -0.07214716912533521, 0.7173016772771443, 0.5215573824113022, 0.15577238928174658] => 1.380316233579138) 15 => ([-0.3024355642316936, -0.07258168222412961, 0.7173016772771335, 0.5215573824113025, 0.15577238928174664] => 1.380321867105259) 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: 173, observed: 1136, best-error: 0.4999999999999982 worst-error: 15.699999999999976 SearchModels iteration 2> population: 16, bsize: 32, queue: 167, observed: 1303, best-error: 0.20000000000000026 worst-error: 3.453125 SearchModels iteration 3> population: 16, bsize: 32, queue: 170, observed: 1473, best-error: 0.07812499999999989 worst-error: 1.4775390625 SearchModels iteration 4> population: 16, bsize: 32, queue: 162, observed: 1635, best-error: 0.07812499999999989 worst-error: 0.903125 SearchModels iteration 5> population: 16, bsize: 32, queue: 174, observed: 1809, best-error: 0.07812499999999989 worst-error: 0.49003906249999774 SearchModels iteration 6> population: 16, bsize: 32, queue: 175, observed: 1984, best-error: 0.07301025390625089 worst-error: 0.11819839477539061 SearchModels iteration 7> population: 16, bsize: 32, queue: 153, observed: 2137, best-error: 0.07301025390625089 worst-error: 0.08882827758789126 SearchModels iteration 8> population: 16, bsize: 32, queue: 159, observed: 2296, best-error: 0.060366363525390765 worst-error: 0.0767571550607686 SearchModels iteration 9> population: 16, bsize: 32, queue: 170, observed: 2466, best-error: 0.060366363525390765 worst-error: 0.0686952024698259 SearchModels iteration 10> population: 16, bsize: 32, queue: 155, observed: 2621, best-error: 0.060366363525390765 worst-error: 0.06571509782224887 SearchModels iteration 11> population: 16, bsize: 32, queue: 158, observed: 2779, best-error: 0.060366363525390765 worst-error: 0.0632836920022964 SearchModels iteration 12> population: 16, bsize: 32, queue: 160, observed: 2939, best-error: 0.060366363525390765 worst-error: 0.06201053519034757 SearchModels iteration 13> population: 16, bsize: 32, queue: 169, observed: 3108, best-error: 0.060366363525390765 worst-error: 0.06149339739233261 SearchModels iteration 14> population: 16, bsize: 32, queue: 160, observed: 3268, best-error: 0.06033565207676469 worst-error: 0.06088759903960696 SearchModels iteration 15> population: 16, bsize: 32, queue: 161, observed: 3429, best-error: 0.06028286283606922 worst-error: 0.060491639863511935 SearchModels iteration 16> population: 16, bsize: 32, queue: 168, observed: 3597, best-error: 0.05992549035178799 worst-error: 0.06024352610111233 SearchModels iteration 17> population: 16, bsize: 32, queue: 153, observed: 3750, best-error: 0.05992549035178799 worst-error: 0.060078250236813305 SearchModels iteration 18> population: 16, bsize: 32, queue: 135, observed: 3885, best-error: 0.05992549035178799 worst-error: 0.05998474220914343 SearchModels iteration 19> population: 16, bsize: 32, queue: 111, observed: 3996, best-error: 0.05992549035178799 worst-error: 0.05994859056787812 SearchModels iteration 20> population: 16, bsize: 32, queue: 82, observed: 4078, best-error: 0.05992549035178799 worst-error: 0.059932199150878655 SearchModels iteration 21> population: 16, bsize: 32, queue: 81, observed: 4159, best-error: 0.05992549035178799 worst-error: 0.05992810055143746 SearchModels iteration 22> population: 16, bsize: 32, queue: 75, observed: 4234, best-error: 0.05992549035178799 worst-error: 0.05992680388574321 SearchModels iteration 23> population: 16, bsize: 32, queue: 86, observed: 4320, best-error: 0.05992549035178799 worst-error: 0.059926233841408424 SearchModels iteration 24> population: 16, bsize: 32, queue: 84, observed: 4404, best-error: 0.05992549035178799 worst-error: 0.05992595318261472 SearchModels iteration 25> population: 16, bsize: 32, queue: 85, observed: 4489, best-error: 0.05992549035178799 worst-error: 0.059925792543695566 SearchModels> stop by convergence error=(1.2446560859680176, 1.55) => 0.05992569434392623, iter=26 (of 300) 1 => ((1.2446533203124999, 1.55) => 0.05992549035178799) 2 => ((1.2446544170379639, 1.55) => 0.05992557010948667) 3 => ((1.2446547985076903, 1.55) => 0.059925598201185704) 4 => ((1.24465491771698, 1.55) => 0.0599256070168765) 5 => ((1.2446549654006958, 1.55) => 0.059925610548090834) 6 => ((1.2446551799774168, 1.55) => 0.05992562647347382) 7 => ((1.2446552276611327, 1.55) => 0.05992563002020751) 8 => ((1.2446552753448485, 1.55) => 0.059925633569762896) 9 => ((1.244655466079712, 1.55) => 0.05992564779620161) 10 => ((1.2446555137634276, 1.55) => 0.059925651359865516) 11 => ((1.2446555852890013, 1.55) => 0.05992565671065215) 12 => ((1.244655656814575, 1.55) => 0.05992566206778759) 13 => ((1.2446557760238646, 1.55) => 0.059925671010455255) 14 => ((1.2446557998657224, 1.55) => 0.05992567280110507) 15 => ((1.2446560621261595, 1.55) => 0.05992569254481126) ===== 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: 170, observed: 1140, best-error: 0.4999999999999982 worst-error: 21.199999999999996 SearchModels iteration 2> population: 16, bsize: 32, queue: 168, observed: 1308, best-error: 0.0031249999999999776 worst-error: 1.9699999999999998 SearchModels iteration 3> population: 16, bsize: 32, queue: 169, observed: 1477, best-error: 0.00066406249999998 worst-error: 0.5850390624999999 SearchModels iteration 4> population: 16, bsize: 32, queue: 167, observed: 1644, best-error: 0.00066406249999998 worst-error: 0.39996337890624994 SearchModels iteration 5> population: 16, bsize: 32, queue: 163, observed: 1807, best-error: 0.00015869140624999374 worst-error: 0.3445727539062498 SearchModels iteration 6> population: 16, bsize: 32, queue: 164, observed: 1971, best-error: 0.00015869140624999374 worst-error: 0.31041519165039066 SearchModels iteration 7> population: 16, bsize: 32, queue: 159, observed: 2130, best-error: 0.00015869140624999374 worst-error: 0.1611427307128905 SearchModels iteration 8> population: 16, bsize: 32, queue: 166, observed: 2296, best-error: 3.921508789062757e-5 worst-error: 0.00543212890625 SearchModels iteration 9> population: 16, bsize: 32, queue: 182, observed: 2478, best-error: 9.775161743164107e-6 worst-error: 0.0006783402338624736 SearchModels iteration 10> population: 16, bsize: 32, queue: 181, observed: 2659, best-error: 1.5259021893150348e-7 worst-error: 6.183990990393103e-5 SearchModels iteration 11> population: 16, bsize: 32, queue: 166, observed: 2825, best-error: 9.536752258991764e-9 worst-error: 8.026833684197956e-6 SearchModels iteration 12> population: 16, bsize: 32, queue: 163, observed: 2988, best-error: 2.3841863594454512e-9 worst-error: 6.103888154029169e-7 SearchModels iteration 13> population: 16, bsize: 32, queue: 141, observed: 3129, best-error: 5.960464832745229e-10 worst-error: 3.814711817541905e-8 SearchModels> stop by convergence error=(0.99991455078125, 0.9998291015625) => 7.3015743162725664e-9, iter=14 (of 300) 1 => ((0.9999877929687501, 0.9999755859375001) => 1.4901161415729537e-10) 2 => ((0.9999877929687501, 0.9999755859375) => 1.4901161415729868e-10) 3 => ((0.99998779296875, 0.9999755859375001) => 1.4901161415999927e-10) 4 => ((0.99998779296875, 0.9999755859375) => 1.4901161416000258e-10) 5 => ((0.99998779296875, 0.9999755859374999) => 1.490116141600059e-10) 6 => ((1.0000244140624999, 1.000048828125) => 5.960464832745229e-10) 7 => ((1.0000244140625, 1.0000488281250002) => 5.960464832853915e-10) 8 => ((1.0000244140625, 1.000048828125) => 5.960464832854179e-10) 9 => ((0.999951171875, 0.9999023437500001) => 2.3841863594454512e-9) 10 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) 11 => ((0.9999511718749999, 0.9999023437500001) => 2.3841863594561876e-9) 12 => ((1.00006103515625, 1.0001220703125002) => 3.725291686240529e-9) 13 => ((1.00006103515625, 1.0001220703125) => 3.725291686240695e-9) 14 => ((0.9999145507812501, 0.9998291015625002) => 7.301574316253755e-9) 15 => ((0.9999145507812501, 0.9998291015625) => 7.301574316253917e-9) Test Summary: | Total Time SearchModels.jl | 0 2.5s Testing SearchModels tests passed Testing completed after 20.63s PkgEval succeeded after 60.25s