Package evaluation of SearchModels on Julia 1.12.0-rc2.1 (1fad90817e*) started at 2025-09-11T04:11:14.938 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 6.71s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.12/Project.toml` [0e966ebe] + SearchModels v0.4.1 Updating `~/.julia/environments/v1.12/Manifest.toml` [34da2185] + Compat v4.18.0 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [ffbed154] + DocStringExtensions v0.9.5 [92d709cd] + IrrationalConstants v0.2.4 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [d96e819e] + Parameters v0.12.3 [0e966ebe] + SearchModels v0.4.1 [a2af1166] + SortingAlgorithms v1.2.2 [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 v7.8.3+2 [8e850b90] + libblastrampoline_jll v5.13.1+1 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 To see why use `status --outdated -m` Installation completed after 0.88s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 18.85s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_flGztQ/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_flGztQ/Manifest.toml` [34da2185] Compat v4.18.0 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.5 [92d709cd] IrrationalConstants v0.2.4 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.1 [d96e819e] Parameters v0.12.3 [0e966ebe] SearchModels v0.4.1 [a2af1166] SortingAlgorithms v1.2.2 [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 v7.8.3+2 [8e850b90] libblastrampoline_jll v5.13.1+1 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... SearchModels> search params iter=0, initialpopulation=300, maxpopulation=16, bsize=64, mutbsize=32, crossbsize=32 SearchModels iteration 1> population: 16, bsize: 64, queue: 59, observed: 359, best-error: 52697.59944943103 worst-error: 1.8996466979924366e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 58, observed: 417, best-error: 1139.1343367381191 worst-error: 261848.14880368422 SearchModels iteration 3> population: 16, bsize: 64, queue: 57, observed: 474, best-error: 157.4299337507257 worst-error: 29462.721994962845 SearchModels iteration 4> population: 16, bsize: 64, queue: 60, observed: 534, best-error: 157.4299337507257 worst-error: 7982.184409152771 SearchModels iteration 5> population: 16, bsize: 64, queue: 60, observed: 594, best-error: 157.4299337507257 worst-error: 1130.6171223672707 SearchModels iteration 6> population: 16, bsize: 64, queue: 59, observed: 653, best-error: 125.33977707302758 worst-error: 302.5588590006796 SearchModels iteration 7> population: 16, bsize: 64, queue: 54, observed: 707, best-error: 43.97004419809002 worst-error: 159.7382054413169 SearchModels iteration 8> population: 16, bsize: 64, queue: 57, observed: 764, best-error: 43.97004419809002 worst-error: 68.65684007813753 SearchModels iteration 9> population: 16, bsize: 64, queue: 57, observed: 821, best-error: 27.63654616689832 worst-error: 45.17394547134236 SearchModels iteration 10> population: 16, bsize: 64, queue: 59, observed: 880, best-error: 27.63654616689832 worst-error: 39.66247121321854 SearchModels iteration 11> population: 16, bsize: 64, queue: 60, observed: 940, best-error: 18.758046513960288 worst-error: 31.616904518576966 SearchModels iteration 12> population: 16, bsize: 64, queue: 58, observed: 998, best-error: 18.758046513960288 worst-error: 28.317946625838726 SearchModels iteration 13> population: 16, bsize: 64, queue: 57, observed: 1055, best-error: 17.725501969025615 worst-error: 23.035204955422525 SearchModels iteration 14> population: 16, bsize: 64, queue: 57, observed: 1112, best-error: 16.56959317650855 worst-error: 19.928074422360563 SearchModels iteration 15> population: 16, bsize: 64, queue: 59, observed: 1171, best-error: 16.56959317650855 worst-error: 17.8719100487213 SearchModels iteration 16> population: 16, bsize: 64, queue: 61, observed: 1232, best-error: 16.487807429403798 worst-error: 16.954492955182367 SearchModels iteration 17> population: 16, bsize: 64, queue: 59, observed: 1291, best-error: 16.487807429403798 worst-error: 16.70032943837124 SearchModels iteration 18> population: 16, bsize: 64, queue: 58, observed: 1349, best-error: 16.46976631419787 worst-error: 16.62202180075994 SearchModels iteration 19> population: 16, bsize: 64, queue: 62, observed: 1411, best-error: 16.442257036088485 worst-error: 16.57403546614657 SearchModels iteration 20> population: 16, bsize: 64, queue: 57, observed: 1468, best-error: 16.442257036088485 worst-error: 16.510330266875226 SearchModels iteration 21> population: 16, bsize: 64, queue: 60, observed: 1528, best-error: 16.442257036088485 worst-error: 16.48490357937875 SearchModels iteration 22> population: 16, bsize: 64, queue: 61, observed: 1589, best-error: 16.442257036088485 worst-error: 16.464018885786327 SearchModels iteration 23> population: 16, bsize: 64, queue: 57, observed: 1646, best-error: 16.42013270246282 worst-error: 16.45418127200676 SearchModels iteration 24> population: 16, bsize: 64, queue: 56, observed: 1702, best-error: 16.38965257266321 worst-error: 16.447715836589694 SearchModels iteration 25> population: 16, bsize: 64, queue: 57, observed: 1759, best-error: 16.38965257266321 worst-error: 16.43072047882669 SearchModels iteration 26> population: 16, bsize: 64, queue: 58, observed: 1817, best-error: 16.362947253570955 worst-error: 16.413622930548208 SearchModels iteration 27> population: 16, bsize: 64, queue: 58, observed: 1875, best-error: 16.321344288609033 worst-error: 16.401014737402246 SearchModels iteration 28> population: 16, bsize: 64, queue: 57, observed: 1932, best-error: 16.321344288609033 worst-error: 16.384674398293225 SearchModels iteration 29> population: 16, bsize: 64, queue: 58, observed: 1990, best-error: 16.321344288609033 worst-error: 16.362947253570955 SearchModels iteration 30> population: 16, bsize: 64, queue: 58, observed: 2048, best-error: 16.286446689776515 worst-error: 16.349357262986953 SearchModels iteration 31> population: 16, bsize: 64, queue: 59, observed: 2107, best-error: 16.286446689776515 worst-error: 16.33616738430524 SearchModels iteration 32> population: 16, bsize: 64, queue: 57, observed: 2164, best-error: 16.26205739500659 worst-error: 16.321344288609033 SearchModels iteration 33> population: 16, bsize: 64, queue: 58, observed: 2222, best-error: 16.242637249597884 worst-error: 16.307823005026865 SearchModels iteration 34> population: 16, bsize: 64, queue: 63, observed: 2285, best-error: 16.242637249597884 worst-error: 16.290841609706813 SearchModels iteration 35> population: 16, bsize: 64, queue: 61, observed: 2346, best-error: 16.242637249597884 worst-error: 16.271546855154003 SearchModels iteration 36> population: 16, bsize: 64, queue: 60, observed: 2406, best-error: 16.20652605762666 worst-error: 16.26205739500659 SearchModels iteration 37> population: 16, bsize: 64, queue: 57, observed: 2463, best-error: 16.151402331336634 worst-error: 16.24840375203683 SearchModels iteration 38> population: 16, bsize: 64, queue: 56, observed: 2519, best-error: 16.151402331336634 worst-error: 16.224922222883315 SearchModels iteration 39> population: 16, bsize: 64, queue: 57, observed: 2576, best-error: 16.151402331336634 worst-error: 16.195663226304628 SearchModels iteration 40> population: 16, bsize: 64, queue: 56, observed: 2632, best-error: 16.151402331336634 worst-error: 16.17500165615022 SearchModels iteration 41> population: 16, bsize: 64, queue: 59, observed: 2691, best-error: 16.132976424461415 worst-error: 16.166450072775625 SearchModels iteration 42> population: 16, bsize: 64, queue: 60, observed: 2751, best-error: 16.116972754752414 worst-error: 16.16151804101612 SearchModels iteration 43> population: 16, bsize: 64, queue: 60, observed: 2811, best-error: 16.116972754752414 worst-error: 16.143807885032544 SearchModels iteration 44> population: 16, bsize: 64, queue: 61, observed: 2872, best-error: 15.737500379476984 worst-error: 16.136219587785188 SearchModels iteration 45> population: 16, bsize: 64, queue: 54, observed: 2926, best-error: 7.6887465641220425 worst-error: 15.747651401904566 SearchModels iteration 46> population: 16, bsize: 64, queue: 59, observed: 2985, best-error: 7.6695521230506625 worst-error: 7.691997555935586 SearchModels iteration 47> population: 16, bsize: 64, queue: 55, observed: 3040, best-error: 7.655296603940514 worst-error: 7.674828735013617 SearchModels iteration 48> population: 16, bsize: 64, queue: 60, observed: 3100, best-error: 7.655296603940514 worst-error: 7.672526156208157 SearchModels iteration 49> population: 16, bsize: 64, queue: 59, observed: 3159, best-error: 7.650106871626869 worst-error: 7.669236420749345 SearchModels iteration 50> population: 16, bsize: 64, queue: 56, observed: 3215, best-error: 7.650106871626869 worst-error: 7.664726271368536 SearchModels iteration 51> population: 16, bsize: 64, queue: 56, observed: 3271, best-error: 7.650106871626869 worst-error: 7.6583153258409675 SearchModels iteration 52> population: 16, bsize: 64, queue: 57, observed: 3328, best-error: 7.650106871626869 worst-error: 7.654876744367234 SearchModels iteration 53> population: 16, bsize: 64, queue: 59, observed: 3387, best-error: 7.650106871626869 worst-error: 7.653617978216015 SearchModels iteration 54> population: 16, bsize: 64, queue: 58, observed: 3445, best-error: 7.650106871626869 worst-error: 7.652579523635384 SearchModels iteration 55> population: 16, bsize: 64, queue: 56, observed: 3501, best-error: 7.637956932018034 worst-error: 7.651746479917319 SearchModels iteration 56> population: 16, bsize: 64, queue: 55, observed: 3556, best-error: 7.637956932018034 worst-error: 7.650871019414689 SearchModels iteration 57> population: 16, bsize: 64, queue: 57, observed: 3613, best-error: 7.635287674723768 worst-error: 7.644835543351309 SearchModels iteration 58> population: 16, bsize: 64, queue: 55, observed: 3668, best-error: 7.631109353523753 worst-error: 7.64226592743036 SearchModels iteration 59> population: 16, bsize: 64, queue: 57, observed: 3725, best-error: 7.6203961651767615 worst-error: 7.63688284602682 SearchModels iteration 60> population: 16, bsize: 64, queue: 59, observed: 3784, best-error: 7.6203961651767615 worst-error: 7.63238217297071 SearchModels iteration 61> population: 16, bsize: 64, queue: 57, observed: 3841, best-error: 7.6203961651767615 worst-error: 7.626410455624979 SearchModels iteration 62> population: 16, bsize: 64, queue: 60, observed: 3901, best-error: 7.618192496596281 worst-error: 7.623906707641866 SearchModels iteration 63> population: 16, bsize: 64, queue: 56, observed: 3957, best-error: 7.618192496596281 worst-error: 7.622546918706388 SearchModels iteration 64> population: 16, bsize: 64, queue: 58, observed: 4015, best-error: 7.612680954518493 worst-error: 7.621031874394428 SearchModels iteration 65> population: 16, bsize: 64, queue: 59, observed: 4074, best-error: 7.612680954518493 worst-error: 7.619841645809109 SearchModels iteration 66> population: 16, bsize: 64, queue: 58, observed: 4132, best-error: 7.607449624489329 worst-error: 7.61652909576582 SearchModels iteration 67> population: 16, bsize: 64, queue: 52, observed: 4184, best-error: 7.607449624489329 worst-error: 7.6138415085463675 SearchModels iteration 68> population: 16, bsize: 64, queue: 58, observed: 4242, best-error: 7.597225833462441 worst-error: 7.609710773772995 SearchModels iteration 69> population: 16, bsize: 64, queue: 54, observed: 4296, best-error: 7.597225833462441 worst-error: 7.608163572843655 SearchModels iteration 70> population: 16, bsize: 64, queue: 61, observed: 4357, best-error: 7.597225833462441 worst-error: 7.603444826482754 SearchModels iteration 71> population: 16, bsize: 64, queue: 56, observed: 4413, best-error: 7.597225833462441 worst-error: 7.602858345463239 SearchModels iteration 72> population: 16, bsize: 64, queue: 59, observed: 4472, best-error: 7.5925915110557485 worst-error: 7.601483743583663 SearchModels iteration 73> population: 16, bsize: 64, queue: 56, observed: 4528, best-error: 7.584478774047489 worst-error: 7.599946287528675 SearchModels iteration 74> population: 16, bsize: 64, queue: 54, observed: 4582, best-error: 7.584478774047489 worst-error: 7.595210689615574 SearchModels iteration 75> population: 16, bsize: 64, queue: 56, observed: 4638, best-error: 7.581967419430819 worst-error: 7.5907828282139 SearchModels iteration 76> population: 16, bsize: 64, queue: 59, observed: 4697, best-error: 7.580173407777122 worst-error: 7.588376837190087 SearchModels iteration 77> population: 16, bsize: 64, queue: 57, observed: 4754, best-error: 7.578827201257409 worst-error: 7.584691407292136 SearchModels iteration 78> population: 16, bsize: 64, queue: 59, observed: 4813, best-error: 7.577200709272786 worst-error: 7.581967419430819 SearchModels iteration 79> population: 16, bsize: 64, queue: 62, observed: 4875, best-error: 7.5760190221240915 worst-error: 7.5806918082245405 SearchModels iteration 80> population: 16, bsize: 64, queue: 58, observed: 4933, best-error: 7.57058724776633 worst-error: 7.579040412235873 SearchModels iteration 81> population: 16, bsize: 64, queue: 60, observed: 4993, best-error: 7.57058724776633 worst-error: 7.576871183912135 SearchModels iteration 82> population: 16, bsize: 64, queue: 58, observed: 5051, best-error: 7.57058724776633 worst-error: 7.574548817415333 SearchModels iteration 83> population: 16, bsize: 64, queue: 59, observed: 5110, best-error: 7.57058724776633 worst-error: 7.5730470408906125 SearchModels iteration 84> population: 16, bsize: 64, queue: 59, observed: 5169, best-error: 7.567278090226026 worst-error: 7.571888137573029 SearchModels iteration 85> population: 16, bsize: 64, queue: 61, observed: 5230, best-error: 7.56462132892105 worst-error: 7.5712640701291 SearchModels iteration 86> population: 16, bsize: 64, queue: 59, observed: 5289, best-error: 7.56462132892105 worst-error: 7.569560926651633 SearchModels iteration 87> population: 16, bsize: 64, queue: 59, observed: 5348, best-error: 7.558164479796882 worst-error: 7.56760240126686 SearchModels iteration 88> population: 16, bsize: 64, queue: 57, observed: 5405, best-error: 7.558164479796882 worst-error: 7.566321448250505 SearchModels iteration 89> population: 16, bsize: 64, queue: 62, observed: 5467, best-error: 7.558164479796882 worst-error: 7.564154891158758 SearchModels iteration 90> population: 16, bsize: 64, queue: 60, observed: 5527, best-error: 7.5543705727198445 worst-error: 7.56139125818206 SearchModels iteration 91> population: 16, bsize: 64, queue: 59, observed: 5586, best-error: 7.5543705727198445 worst-error: 7.560448736357887 SearchModels iteration 92> population: 16, bsize: 64, queue: 57, observed: 5643, best-error: 7.5543705727198445 worst-error: 7.557605636870251 SearchModels iteration 93> population: 16, bsize: 64, queue: 58, observed: 5701, best-error: 7.549881356012435 worst-error: 7.556125851850614 SearchModels iteration 94> population: 16, bsize: 64, queue: 61, observed: 5762, best-error: 7.549881356012435 worst-error: 7.5545650584032416 SearchModels iteration 95> population: 16, bsize: 64, queue: 61, observed: 5823, best-error: 7.5471644342101945 worst-error: 7.553160783521557 SearchModels iteration 96> population: 16, bsize: 64, queue: 59, observed: 5882, best-error: 7.545019273968342 worst-error: 7.551564067328599 SearchModels iteration 97> population: 16, bsize: 64, queue: 55, observed: 5937, best-error: 7.545019273968342 worst-error: 7.549881356012435 SearchModels iteration 98> population: 16, bsize: 64, queue: 55, observed: 5992, best-error: 7.545019273968342 worst-error: 7.5482627932806245 SearchModels iteration 99> population: 16, bsize: 64, queue: 61, observed: 6053, best-error: 7.541100132443593 worst-error: 7.547081242153272 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.6546204167737534, 0.3604238191387572, 0.8239872591332904, 0.6617391456650176, 0.5147151330418924] 1 => ([-0.21975894552435155, 0.04851213677824804, 0.672522948887747, 0.6661928597805604, 0.5170381895847413] => 7.541100132443593) 2 => ([-0.2199251293738251, 0.04781849361285323, 0.6725229492756455, 0.6661928597804166, 0.5170381895848349] => 7.543489429019669) 3 => ([-0.22014189788168378, 0.04791295303206354, 0.6725229490069831, 0.666192859780514, 0.5170381895847715] => 7.5437532705740065) 4 => ([-0.22023979624647286, 0.04797843937367023, 0.6725229489823328, 0.6661928597805271, 0.517038189584763] => 7.543807227986525) 5 => ([-0.22030939347529016, 0.04799963509475046, 0.6725229490003064, 0.6661928597805176, 0.5170381895847692] => 7.543918387938719) 6 => ([-0.220265363505608, 0.04792175807005379, 0.6725229492074518, 0.6661928597804414, 0.5170381895848188] => 7.544032909310586) 7 => ([-0.22047688906889654, 0.048086317157437386, 0.6725229489936299, 0.666192859780521, 0.517038189584767] => 7.544084067341493) 8 => ([-0.22052485023901602, 0.04780154010325924, 0.6725229491262191, 0.6661928597804677, 0.5170381895848016] => 7.545019273968342) 9 => ([-0.22041646598508668, 0.047632367689309035, 0.6725229492605502, 0.666192859780419, 0.5170381895848333] => 7.545239324091088) 10 => ([-0.22030808173115735, 0.04746319527535883, 0.6725229493948814, 0.6661928597803704, 0.517038189584865] => 7.545461324743812) 11 => ([-0.2207395049793147, 0.047762808776536846, 0.6725229490799665, 0.6661928597804863, 0.5170381895847895] => 7.545661062279725) 12 => ([-0.22119483261344153, 0.048137102511993, 0.6725229490995127, 0.6661928597804816, 0.5170381895847926] => 7.545712901654118) 13 => ([-0.22052485023901602, 0.04755765469456914, 0.6725229491262191, 0.6661928597804677, 0.5170381895848016] => 7.545723072534912) 14 => ([-0.22009131322329867, 0.04712485044745843, 0.6725229496635439, 0.6661928597802729, 0.5170381895849285] => 7.54591117763836) 15 => ([-0.22064831586294023, 0.04756645973255939, 0.6725229493266878, 0.666192859780395, 0.517038189584849] => 7.546002595182299) Test Summary: | Total Time SearchModels.jl | 0 4.5s ===== 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: 169, observed: 1149, best-error: 0.40000000000000063 worst-error: 15.52 SearchModels iteration 2> population: 16, bsize: 32, queue: 153, observed: 1302, best-error: 0.40000000000000063 worst-error: 1.700000000000007 SearchModels iteration 3> population: 16, bsize: 32, queue: 156, observed: 1458, best-error: 0.203125 worst-error: 0.5494140625000001 SearchModels iteration 4> population: 16, bsize: 32, queue: 157, observed: 1615, best-error: 0.18378906250000002 worst-error: 0.3031250000000001 SearchModels iteration 5> population: 16, bsize: 32, queue: 141, observed: 1756, best-error: 0.18378906250000002 worst-error: 0.24285156249999998 SearchModels iteration 6> population: 16, bsize: 32, queue: 159, observed: 1915, best-error: 0.18378906250000002 worst-error: 0.21832275390625003 SearchModels iteration 7> population: 16, bsize: 32, queue: 160, observed: 2075, best-error: 0.18378906250000002 worst-error: 0.20086929321289068 SearchModels iteration 8> population: 16, bsize: 32, queue: 152, observed: 2227, best-error: 0.18370759010314947 worst-error: 0.1942045688629151 SearchModels iteration 9> population: 16, bsize: 32, queue: 163, observed: 2390, best-error: 0.18370759010314947 worst-error: 0.18970727983862165 SearchModels iteration 10> population: 16, bsize: 32, queue: 148, observed: 2538, best-error: 0.18370759010314947 worst-error: 0.18632777646416798 SearchModels iteration 11> population: 16, bsize: 32, queue: 153, observed: 2691, best-error: 0.18357568286592144 worst-error: 0.18522350084269423 SearchModels iteration 12> population: 16, bsize: 32, queue: 126, observed: 2817, best-error: 0.18342289030551912 worst-error: 0.18421013951724494 SearchModels iteration 13> population: 16, bsize: 32, queue: 105, observed: 2922, best-error: 0.18342289030551912 worst-error: 0.18367905541827959 SearchModels iteration 14> population: 16, bsize: 32, queue: 80, observed: 3002, best-error: 0.18342289030551912 worst-error: 0.18346034759569255 SearchModels iteration 15> population: 16, bsize: 32, queue: 80, observed: 3082, best-error: 0.18342166999879742 worst-error: 0.18342564841146844 SearchModels iteration 16> population: 16, bsize: 32, queue: 69, observed: 3151, best-error: 0.18342166999879742 worst-error: 0.18342196242425476 SearchModels iteration 17> population: 16, bsize: 32, queue: 79, observed: 3230, best-error: 0.18342166966155024 worst-error: 0.18342172413500443 SearchModels> stop by convergence error=(0.5733489990234374, 0.32499999999999996) => 0.18342167643208285, iter=18 (of 300) 1 => ((0.5733413696289062, 0.32499999999999996) => 0.18342166951996847) 2 => ((0.5733428955078125, 0.32499999999999996) => 0.18342166966155024) 3 => ((0.5733428955078124, 0.32499999999999996) => 0.18342166966155027) 4 => ((0.5733398437499999, 0.32499999999999996) => 0.18342166999879742) 5 => ((0.5733444213867187, 0.32499999999999996) => 0.1834216704235477) 6 => ((0.5733383178710937, 0.32499999999999996) => 0.18342167109803223) 7 => ((0.5733383178710938, 0.32499999999999996) => 0.18342167109803223) 8 => ((0.573345947265625, 0.32499999999999996) => 0.1834216718059657) 9 => ((0.5733459472656249, 0.32499999999999996) => 0.18342167180596572) 10 => ((0.5733367919921875, 0.32499999999999996) => 0.18342167281766802) 11 => ((0.5733474731445312, 0.32499999999999996) => 0.1834216738088091) 12 => ((0.5733352661132813, 0.32499999999999996) => 0.1834216751576999) 13 => ((0.5733352661132811, 0.32499999999999996) => 0.1834216751576999) 14 => ((0.5733352661132812, 0.32499999999999996) => 0.18342167515769991) 15 => ((0.5733489990234375, 0.32499999999999996) => 0.18342167643208285) ===== 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: 174, observed: 1151, best-error: 1.0 worst-error: 26.020000000000024 SearchModels iteration 2> population: 16, bsize: 32, queue: 174, observed: 1325, best-error: 0.02000000000000001 worst-error: 2.3200000000000003 SearchModels iteration 3> population: 16, bsize: 32, queue: 157, observed: 1482, best-error: 0.02000000000000001 worst-error: 0.7624999999999975 SearchModels iteration 4> population: 16, bsize: 32, queue: 161, observed: 1643, best-error: 0.010351562499999946 worst-error: 0.12499999999999956 SearchModels iteration 5> population: 16, bsize: 32, queue: 165, observed: 1808, best-error: 0.00785400390625003 worst-error: 0.03378906249999988 SearchModels iteration 6> population: 16, bsize: 32, queue: 166, observed: 1974, best-error: 0.005664062499999978 worst-error: 0.014333648681640587 SearchModels iteration 7> population: 16, bsize: 32, queue: 162, observed: 2136, best-error: 0.004983062744140618 worst-error: 0.008732910156250013 SearchModels iteration 8> population: 16, bsize: 32, queue: 169, observed: 2305, best-error: 0.004983062744140618 worst-error: 0.006613922119140626 SearchModels iteration 9> population: 16, bsize: 32, queue: 157, observed: 2462, best-error: 0.004983062744140618 worst-error: 0.005744156874716263 SearchModels iteration 10> population: 16, bsize: 32, queue: 158, observed: 2620, best-error: 0.004983062744140618 worst-error: 0.0054175502434373355 SearchModels iteration 11> population: 16, bsize: 32, queue: 163, observed: 2783, best-error: 0.004964247345924365 worst-error: 0.005207434296607943 SearchModels iteration 12> population: 16, bsize: 32, queue: 151, observed: 2934, best-error: 0.004913525322917831 worst-error: 0.005057262815535061 SearchModels iteration 13> population: 16, bsize: 32, queue: 152, observed: 3086, best-error: 0.004831837281535618 worst-error: 0.004964247345924365 SearchModels iteration 14> population: 16, bsize: 32, queue: 161, observed: 3247, best-error: 0.004831837281535618 worst-error: 0.004890148381236943 SearchModels iteration 15> population: 16, bsize: 32, queue: 152, observed: 3399, best-error: 0.004831837281535618 worst-error: 0.004860907509290687 SearchModels iteration 16> population: 16, bsize: 32, queue: 133, observed: 3532, best-error: 0.004831837281535618 worst-error: 0.004848304494817051 SearchModels iteration 17> population: 16, bsize: 32, queue: 132, observed: 3664, best-error: 0.004831837281535618 worst-error: 0.0048416066095205955 SearchModels iteration 18> population: 16, bsize: 32, queue: 149, observed: 3813, best-error: 0.004831837281535618 worst-error: 0.004837537734353783 SearchModels iteration 19> population: 16, bsize: 32, queue: 139, observed: 3952, best-error: 0.004831837281535618 worst-error: 0.004834507736278107 SearchModels iteration 20> population: 16, bsize: 32, queue: 130, observed: 4082, best-error: 0.004831837281535618 worst-error: 0.004833429384302794 SearchModels iteration 21> population: 16, bsize: 32, queue: 129, observed: 4211, best-error: 0.004831837281535618 worst-error: 0.004832606672069807 SearchModels iteration 22> population: 16, bsize: 32, queue: 120, observed: 4331, best-error: 0.004831837281535618 worst-error: 0.004832277916202446 SearchModels iteration 23> population: 16, bsize: 32, queue: 119, observed: 4450, best-error: 0.004831837281535618 worst-error: 0.004832075527021389 SearchModels> stop by convergence error=(0.9305583953857423, 0.8656250000000001) => 0.00483199148152988, iter=24 (of 300) 1 => ((0.9305664062500001, 0.8656250000000001) => 0.004831837281535618) 2 => ((0.9305633544921876, 0.8656250000000001) => 0.004831890766188266) 3 => ((0.9305625915527345, 0.8656250000000001) => 0.004831905148548725) 4 => ((0.9305624008178712, 0.8656250000000001) => 0.004831908807338396) 5 => ((0.9305622100830079, 0.8656250000000001) => 0.0048319124914078665) 6 => ((0.9305609703063966, 0.8656250000000001) => 0.00483193705405329) 7 => ((0.9305664062500001, 0.8656232833862305) => 0.004831950473244427) 8 => ((0.9305603027343751, 0.8656250000000001) => 0.004831950722487744) 9 => ((0.930562973022461, 0.8656241416931153) => 0.004831953332132771) 10 => ((0.930559539794922, 0.8656250000000001) => 0.004831966722749994) 11 => ((0.9305591583251953, 0.8656250000000001) => 0.004831974874558547) 12 => ((0.9305614471435548, 0.8656241416931153) => 0.004831982418314662) 13 => ((0.9305587768554688, 0.8656250000000001) => 0.004831983127485214) 14 => ((0.9305613517761231, 0.8656241416931153) => 0.004831984289920541) 15 => ((0.9305610656738282, 0.8656241416931153) => 0.004831989942657729) Test Summary: | Total Time SearchModels.jl | 0 1.8s Testing SearchModels tests passed Testing completed after 16.47s PkgEval succeeded after 50.5s