Package evaluation to test SearchModels on Julia 1.12.4 (0f21d93eaa*) started at 2026-01-26T19:26:30.025 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.12` Set-up completed after 7.94s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.12/Project.toml` [0e966ebe] + SearchModels v0.5.0 Updating `~/.julia/environments/v1.12/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 v1.12.0 [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 v5.15.0+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 To see why use `status --outdated -m` Installation completed after 1.31s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 5717.8 ms ✓ SearchModels 1 dependency successfully precompiled in 6 seconds. 30 already precompiled. Precompilation completed after 17.94s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_JSBWmY/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_JSBWmY/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 v1.12.0 [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 v5.15.0+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: 47, observed: 347, best-error: 882.6283082291496 worst-error: 11592.652449730487 SearchModels iteration 2> population: 16, bsize: 64, queue: 58, observed: 405, best-error: 549.304132903506 worst-error: 3767.361608023406 SearchModels iteration 3> population: 16, bsize: 64, queue: 58, observed: 463, best-error: 549.304132903506 worst-error: 1179.3958197719094 SearchModels iteration 4> population: 16, bsize: 64, queue: 55, observed: 518, best-error: 88.18703666447846 worst-error: 581.932488949024 SearchModels iteration 5> population: 16, bsize: 64, queue: 59, observed: 577, best-error: 88.18703666447846 worst-error: 305.0466248425461 SearchModels iteration 6> population: 16, bsize: 64, queue: 60, observed: 637, best-error: 36.32456803352807 worst-error: 127.97678101202438 SearchModels iteration 7> population: 16, bsize: 64, queue: 61, observed: 698, best-error: 36.32456803352807 worst-error: 82.36171146786124 SearchModels iteration 8> population: 16, bsize: 64, queue: 59, observed: 757, best-error: 36.32456803352807 worst-error: 69.49919212965678 SearchModels iteration 9> population: 16, bsize: 64, queue: 60, observed: 817, best-error: 36.32456803352807 worst-error: 55.43096951284379 SearchModels iteration 10> population: 16, bsize: 64, queue: 55, observed: 872, best-error: 36.32456803352807 worst-error: 48.43157713344455 SearchModels iteration 11> population: 16, bsize: 64, queue: 57, observed: 929, best-error: 36.32456803352807 worst-error: 44.63585859557196 SearchModels iteration 12> population: 16, bsize: 64, queue: 57, observed: 986, best-error: 36.32456803352807 worst-error: 41.144307967135525 SearchModels iteration 13> population: 16, bsize: 64, queue: 59, observed: 1045, best-error: 36.32456803352807 worst-error: 39.543840746470075 SearchModels iteration 14> population: 16, bsize: 64, queue: 61, observed: 1106, best-error: 36.32456803352807 worst-error: 38.66749729731265 SearchModels iteration 15> population: 16, bsize: 64, queue: 60, observed: 1166, best-error: 36.32456803352807 worst-error: 37.8998046457014 SearchModels iteration 16> population: 16, bsize: 64, queue: 55, observed: 1221, best-error: 36.241742531562444 worst-error: 37.07466612690909 SearchModels iteration 17> population: 16, bsize: 64, queue: 59, observed: 1280, best-error: 33.847286953815455 worst-error: 36.538984932163466 SearchModels iteration 18> population: 16, bsize: 64, queue: 60, observed: 1340, best-error: 32.510437094683105 worst-error: 36.02402145051063 SearchModels iteration 19> population: 16, bsize: 64, queue: 61, observed: 1401, best-error: 30.102319932217554 worst-error: 33.5464776864356 SearchModels iteration 20> population: 16, bsize: 64, queue: 54, observed: 1455, best-error: 30.102319932217554 worst-error: 32.25973074044969 SearchModels iteration 21> population: 16, bsize: 64, queue: 58, observed: 1513, best-error: 27.808485966427604 worst-error: 31.138916599211722 SearchModels iteration 22> population: 16, bsize: 64, queue: 60, observed: 1573, best-error: 27.808485966427604 worst-error: 30.041788558325695 SearchModels iteration 23> population: 16, bsize: 64, queue: 61, observed: 1634, best-error: 27.72252619606584 worst-error: 28.71668840493534 SearchModels iteration 24> population: 16, bsize: 64, queue: 58, observed: 1692, best-error: 26.823127245833007 worst-error: 27.968992750241455 SearchModels iteration 25> population: 16, bsize: 64, queue: 60, observed: 1752, best-error: 22.691175701365662 worst-error: 27.645779545316877 SearchModels iteration 26> population: 16, bsize: 64, queue: 58, observed: 1810, best-error: 22.49889522255054 worst-error: 25.571793134954586 SearchModels iteration 27> population: 16, bsize: 64, queue: 58, observed: 1868, best-error: 22.49889522255054 worst-error: 23.91704745917395 SearchModels iteration 28> population: 16, bsize: 64, queue: 59, observed: 1927, best-error: 19.4364532280782 worst-error: 23.156499294779838 SearchModels iteration 29> population: 16, bsize: 64, queue: 61, observed: 1988, best-error: 19.4364532280782 worst-error: 21.49202690411853 SearchModels iteration 30> population: 16, bsize: 64, queue: 59, observed: 2047, best-error: 19.384067199573156 worst-error: 20.37369415640514 SearchModels iteration 31> population: 16, bsize: 64, queue: 57, observed: 2104, best-error: 18.73367757503317 worst-error: 19.764669079366307 SearchModels iteration 32> population: 16, bsize: 64, queue: 60, observed: 2164, best-error: 16.847508986704174 worst-error: 19.193115772123573 SearchModels iteration 33> population: 16, bsize: 64, queue: 61, observed: 2225, best-error: 16.847508986704174 worst-error: 18.657831334576816 SearchModels iteration 34> population: 16, bsize: 64, queue: 60, observed: 2285, best-error: 16.327429922581373 worst-error: 17.870714987071214 SearchModels iteration 35> population: 16, bsize: 64, queue: 60, observed: 2345, best-error: 16.257466186048728 worst-error: 17.177040717413785 SearchModels iteration 36> population: 16, bsize: 64, queue: 58, observed: 2403, best-error: 15.117123433413282 worst-error: 16.599649227902304 SearchModels iteration 37> population: 16, bsize: 64, queue: 58, observed: 2461, best-error: 15.02044663590951 worst-error: 16.08492585320895 SearchModels iteration 38> population: 16, bsize: 64, queue: 56, observed: 2517, best-error: 13.623562797352482 worst-error: 15.402548598165614 SearchModels iteration 39> population: 16, bsize: 64, queue: 59, observed: 2576, best-error: 13.135822332396266 worst-error: 14.135383251648898 SearchModels iteration 40> population: 16, bsize: 64, queue: 57, observed: 2633, best-error: 12.925907477396313 worst-error: 13.747285414464397 SearchModels iteration 41> population: 16, bsize: 64, queue: 61, observed: 2694, best-error: 12.486645693904624 worst-error: 13.166507620046339 SearchModels iteration 42> population: 16, bsize: 64, queue: 61, observed: 2755, best-error: 11.591034481540987 worst-error: 12.64985984099256 SearchModels iteration 43> population: 16, bsize: 64, queue: 60, observed: 2815, best-error: 11.253708203570362 worst-error: 11.98866423034032 SearchModels iteration 44> population: 16, bsize: 64, queue: 60, observed: 2875, best-error: 10.213444054567553 worst-error: 11.505308896324765 SearchModels iteration 45> population: 16, bsize: 64, queue: 62, observed: 2937, best-error: 9.663131170549768 worst-error: 10.885857524830463 SearchModels iteration 46> population: 16, bsize: 64, queue: 62, observed: 2999, best-error: 9.663131170549768 worst-error: 10.490157907602729 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3057, best-error: 9.663131170549768 worst-error: 10.200321459796404 SearchModels iteration 48> population: 16, bsize: 64, queue: 61, observed: 3118, best-error: 9.663131170549768 worst-error: 9.985935188834654 SearchModels iteration 49> population: 16, bsize: 64, queue: 56, observed: 3174, best-error: 9.638725415860954 worst-error: 9.818029329165586 SearchModels iteration 50> population: 16, bsize: 64, queue: 60, observed: 3234, best-error: 8.645770186874309 worst-error: 9.714469177962803 SearchModels iteration 51> population: 16, bsize: 64, queue: 59, observed: 3293, best-error: 8.10006606490929 worst-error: 9.671364010573562 SearchModels iteration 52> population: 16, bsize: 64, queue: 57, observed: 3350, best-error: 8.10006606490929 worst-error: 8.948293881697374 SearchModels iteration 53> population: 16, bsize: 64, queue: 58, observed: 3408, best-error: 8.035967774849048 worst-error: 8.561935615314995 SearchModels iteration 54> population: 16, bsize: 64, queue: 59, observed: 3467, best-error: 7.759815528593651 worst-error: 8.304685375278806 SearchModels iteration 55> population: 16, bsize: 64, queue: 60, observed: 3527, best-error: 7.759815528593651 worst-error: 8.00572729279292 SearchModels iteration 56> population: 16, bsize: 64, queue: 60, observed: 3587, best-error: 6.995871064550395 worst-error: 7.846672903569365 SearchModels iteration 57> population: 16, bsize: 64, queue: 57, observed: 3644, best-error: 6.342347762766162 worst-error: 7.759815528593651 SearchModels iteration 58> population: 16, bsize: 64, queue: 60, observed: 3704, best-error: 6.00770443657208 worst-error: 7.214204320875793 SearchModels iteration 59> population: 16, bsize: 64, queue: 62, observed: 3766, best-error: 6.00770443657208 worst-error: 6.798686539003114 SearchModels iteration 60> population: 16, bsize: 64, queue: 59, observed: 3825, best-error: 6.00770443657208 worst-error: 6.402176171720077 SearchModels iteration 61> population: 16, bsize: 64, queue: 57, observed: 3882, best-error: 5.080425580396717 worst-error: 6.135119419738113 SearchModels iteration 62> population: 16, bsize: 64, queue: 59, observed: 3941, best-error: 5.080425580396717 worst-error: 6.00770443657208 SearchModels iteration 63> population: 16, bsize: 64, queue: 57, observed: 3998, best-error: 5.057455640496257 worst-error: 5.608635985981854 SearchModels iteration 64> population: 16, bsize: 64, queue: 57, observed: 4055, best-error: 4.750477710646935 worst-error: 5.346944970208055 SearchModels iteration 65> population: 16, bsize: 64, queue: 62, observed: 4117, best-error: 4.750477710646935 worst-error: 5.057455640496257 SearchModels iteration 66> population: 16, bsize: 64, queue: 60, observed: 4177, best-error: 4.712779751980813 worst-error: 4.880304800337625 SearchModels iteration 67> population: 16, bsize: 64, queue: 59, observed: 4236, best-error: 4.287151320628816 worst-error: 4.733264557228965 SearchModels iteration 68> population: 16, bsize: 64, queue: 56, observed: 4292, best-error: 3.8538438755446376 worst-error: 4.575509070131954 SearchModels iteration 69> population: 16, bsize: 64, queue: 60, observed: 4352, best-error: 3.8538438755446376 worst-error: 4.3478871494952385 SearchModels iteration 70> population: 16, bsize: 64, queue: 59, observed: 4411, best-error: 3.840725252347843 worst-error: 4.172787354354353 SearchModels iteration 71> population: 16, bsize: 64, queue: 59, observed: 4470, best-error: 3.4855259128739884 worst-error: 3.955255287492512 SearchModels iteration 72> population: 16, bsize: 64, queue: 59, observed: 4529, best-error: 3.2672303357804533 worst-error: 3.80798470653321 SearchModels iteration 73> population: 16, bsize: 64, queue: 56, observed: 4585, best-error: 3.2672303357804533 worst-error: 3.537350610949974 SearchModels iteration 74> population: 16, bsize: 64, queue: 59, observed: 4644, best-error: 3.093675170958617 worst-error: 3.3912317829934406 SearchModels iteration 75> population: 16, bsize: 64, queue: 59, observed: 4703, best-error: 3.093675170958617 worst-error: 3.2672303357804533 SearchModels iteration 76> population: 16, bsize: 64, queue: 59, observed: 4762, best-error: 2.9393555258834767 worst-error: 3.1677943429227176 SearchModels iteration 77> population: 16, bsize: 64, queue: 58, observed: 4820, best-error: 2.8234091866484157 worst-error: 3.113252459070535 SearchModels iteration 78> population: 16, bsize: 64, queue: 62, observed: 4882, best-error: 2.6806347367887975 worst-error: 2.9770336814653877 SearchModels iteration 79> population: 16, bsize: 64, queue: 57, observed: 4939, best-error: 2.6806347367887975 worst-error: 2.850602601642297 SearchModels iteration 80> population: 16, bsize: 64, queue: 59, observed: 4998, best-error: 2.492415534737321 worst-error: 2.7834289072557983 SearchModels iteration 81> population: 16, bsize: 64, queue: 57, observed: 5055, best-error: 2.492415534737321 worst-error: 2.71247012975224 SearchModels iteration 82> population: 16, bsize: 64, queue: 60, observed: 5115, best-error: 2.4398790970898987 worst-error: 2.5704616869533967 SearchModels iteration 83> population: 16, bsize: 64, queue: 53, observed: 5168, best-error: 2.4398790970898987 worst-error: 2.5346560313038227 SearchModels iteration 84> population: 16, bsize: 64, queue: 59, observed: 5227, best-error: 2.394689078659556 worst-error: 2.4605526316288757 SearchModels iteration 85> population: 16, bsize: 64, queue: 60, observed: 5287, best-error: 2.3422805911332105 worst-error: 2.4350720669037025 SearchModels iteration 86> population: 16, bsize: 64, queue: 59, observed: 5346, best-error: 2.2567003921667985 worst-error: 2.397640913185029 SearchModels iteration 87> population: 16, bsize: 64, queue: 61, observed: 5407, best-error: 2.2353644182598633 worst-error: 2.3252641349853747 SearchModels iteration 88> population: 16, bsize: 64, queue: 62, observed: 5469, best-error: 2.1693884013173435 worst-error: 2.2709054717128208 SearchModels iteration 89> population: 16, bsize: 64, queue: 58, observed: 5527, best-error: 2.0906477584845615 worst-error: 2.217937014192768 SearchModels iteration 90> population: 16, bsize: 64, queue: 58, observed: 5585, best-error: 1.9047553032153843 worst-error: 2.167742369246247 SearchModels iteration 91> population: 16, bsize: 64, queue: 60, observed: 5645, best-error: 1.8819340810207923 worst-error: 2.12590752135206 SearchModels iteration 92> population: 16, bsize: 64, queue: 60, observed: 5705, best-error: 1.8819340810207923 worst-error: 2.0487417421714413 SearchModels iteration 93> population: 16, bsize: 64, queue: 56, observed: 5761, best-error: 1.8819340810207923 worst-error: 1.9729089607761914 SearchModels iteration 94> population: 16, bsize: 64, queue: 57, observed: 5818, best-error: 1.8819340810207923 worst-error: 1.942821205362902 SearchModels iteration 95> population: 16, bsize: 64, queue: 61, observed: 5879, best-error: 1.8162979667363195 worst-error: 1.9139465877313713 SearchModels iteration 96> population: 16, bsize: 64, queue: 55, observed: 5934, best-error: 1.7719909035793586 worst-error: 1.8870598266947056 SearchModels iteration 97> population: 16, bsize: 64, queue: 60, observed: 5994, best-error: 1.7719909035793586 worst-error: 1.830141622002417 SearchModels iteration 98> population: 16, bsize: 64, queue: 56, observed: 6050, best-error: 1.771672927521611 worst-error: 1.8037510611013827 SearchModels iteration 99> population: 16, bsize: 64, queue: 59, observed: 6109, best-error: 1.716268501615309 worst-error: 1.788174122887689 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.5498797000936456, 0.8009838487675462, 0.8670428572086587, 0.2565140937278694, 0.01882091266752961] 1 => ([0.605772993001827, 0.2862414541370604, 0.8284887841630085, 0.2636239538935944, 0.0193614467099525] => 1.6844097701289962) 2 => ([0.6058121660779181, 0.28907941197649073, 0.8226118823318445, 0.2636239538751807, 0.019391949179036506] => 1.7064399462403022) 3 => ([0.6010867939238325, 0.28955439726546517, 0.8225098172284351, 0.26362395386619286, 0.019389432494644303] => 1.7068030326688184) 4 => ([0.6075371275572452, 0.28715098109099013, 0.8227139474352538, 0.26362395388416865, 0.01939446586342871] => 1.716268501615309) 5 => ([0.6041275184407613, 0.28743134996170605, 0.8224723077392775, 0.26362395387029225, 0.019392028350300496] => 1.717853697413821) 6 => ([0.6069326336236758, 0.28711737166682544, 0.8224367433137074, 0.26362395388304516, 0.019400449936266495] => 1.7218007195385294) 7 => ([0.6066098802499549, 0.28918731588709046, 0.8232453912866542, 0.26362395386933557, 0.0194218671078843] => 1.7268567825498031) 8 => ([0.605127486254385, 0.28747231945439256, 0.8219032208597634, 0.2636239538661752, 0.019404281053188113] => 1.726924969130505) 9 => ([0.6063281396901063, 0.28708376224266074, 0.8221595391921611, 0.26362395388192167, 0.019406434009104277] => 1.727491715903288) 10 => ([0.606109896343143, 0.2877123195791482, 0.8235299347264113, 0.2636239538713941, 0.01941574075644049] => 1.728260005258467) 11 => ([0.6029185305736224, 0.28736413111337666, 0.8219178994961849, 0.26362395386804527, 0.019403996495976062] => 1.7284950503551317) 12 => ([0.6046434920529498, 0.286890211789475, 0.8220199645995943, 0.2636239538770332, 0.019406513180368266] => 1.7305262305630602) 13 => ([0.6055547496548636, 0.2868700114735479, 0.82165632044812, 0.2636239538830668, 0.019370753457288715] => 1.7334114845599968) 14 => ([0.599362402827545, 0.28900285856190744, 0.8212260186714596, 0.2636239538684615, 0.019372962503538194] => 1.7337704744828368) 15 => ([0.6038297881755363, 0.2873439307974496, 0.8215542553447106, 0.2636239538740789, 0.01936823677289651] => 1.7352306356673335) Test Summary: | Total Time SearchModels.jl | 0 5.9s ===== 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: 1140, best-error: 0.8999999999999984 worst-error: 15.299999999999994 SearchModels iteration 2> population: 16, bsize: 32, queue: 163, observed: 1303, best-error: 0.10000000000000016 worst-error: 2.420000000000001 SearchModels iteration 3> population: 16, bsize: 32, queue: 176, observed: 1479, best-error: 0.10000000000000016 worst-error: 0.8287890625 SearchModels iteration 4> population: 16, bsize: 32, queue: 170, observed: 1649, best-error: 0.10000000000000016 worst-error: 0.26957275390625013 SearchModels iteration 5> population: 16, bsize: 32, queue: 164, observed: 1813, best-error: 0.10000000000000016 worst-error: 0.18246337890625022 SearchModels iteration 6> population: 16, bsize: 32, queue: 159, observed: 1972, best-error: 0.10000000000000016 worst-error: 0.14500000000000043 SearchModels iteration 7> population: 16, bsize: 32, queue: 163, observed: 2135, best-error: 0.09774429321289049 worst-error: 0.12285156250000032 SearchModels iteration 8> population: 16, bsize: 32, queue: 159, observed: 2294, best-error: 0.090625 worst-error: 0.10383560180664062 SearchModels iteration 9> population: 16, bsize: 32, queue: 159, observed: 2453, best-error: 0.090625 worst-error: 0.09778295576572434 SearchModels iteration 10> population: 16, bsize: 32, queue: 158, observed: 2611, best-error: 0.090625 worst-error: 0.0943673910223879 SearchModels iteration 11> population: 16, bsize: 32, queue: 164, observed: 2775, best-error: 0.090625 worst-error: 0.09264272053042079 SearchModels iteration 12> population: 16, bsize: 32, queue: 144, observed: 2919, best-error: 0.090625 worst-error: 0.09181418923908496 SearchModels iteration 13> population: 16, bsize: 32, queue: 158, observed: 3077, best-error: 0.090625 worst-error: 0.09130502832277733 SearchModels iteration 14> population: 16, bsize: 32, queue: 152, observed: 3229, best-error: 0.090625 worst-error: 0.09097552498701589 SearchModels iteration 15> population: 16, bsize: 32, queue: 136, observed: 3365, best-error: 0.090625 worst-error: 0.09078753566884876 SearchModels iteration 16> population: 16, bsize: 32, queue: 125, observed: 3490, best-error: 0.09061286808551237 worst-error: 0.09066550533524723 SearchModels iteration 17> population: 16, bsize: 32, queue: 100, observed: 3590, best-error: 0.09061264784011563 worst-error: 0.09063107153405445 SearchModels iteration 18> population: 16, bsize: 32, queue: 97, observed: 3687, best-error: 0.09061235374348296 worst-error: 0.09061730406655115 SearchModels iteration 19> population: 16, bsize: 32, queue: 99, observed: 3786, best-error: 0.09061233768192638 worst-error: 0.09061280746456746 SearchModels iteration 20> population: 16, bsize: 32, queue: 78, observed: 3864, best-error: 0.09061233733894955 worst-error: 0.09061237440432035 SearchModels> stop by convergence error=(0.6997501373291015, 0.4875) => 0.09061233955798167, iter=21 (of 300) 1 => ((0.6997467041015625, 0.4875) => 0.09061233722564462) 2 => ((0.6997470855712891, 0.4875) => 0.09061233725511933) 3 => ((0.6997459411621094, 0.4875) => 0.09061233733894955) 4 => ((0.6997474670410155, 0.4875) => 0.09061233734201228) 5 => ((0.6997455596923828, 0.4875) => 0.09061233748172903) 6 => ((0.6997455596923827, 0.4875) => 0.09061233748172903) 7 => ((0.6997478485107422, 0.4875) => 0.09061233748632357) 8 => ((0.6997451782226562, 0.4875) => 0.09061233768192638) 9 => ((0.6997482299804687, 0.4875) => 0.09061233768805331) 10 => ((0.6997447967529297, 0.4875) => 0.09061233793954152) 11 => ((0.6997444152832031, 0.4875) => 0.0906123382545743) 12 => ((0.6997440338134765, 0.4875) => 0.09061233862702472) 13 => ((0.6997493743896483, 0.4875) => 0.090612338637754) 14 => ((0.6997436523437499, 0.4875) => 0.0906123390568926) 15 => ((0.6997432708740234, 0.4875) => 0.09061233954417791) ===== 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: 165, observed: 1143, best-error: 1.7000000000000004 worst-error: 42.499999999999986 SearchModels iteration 2> population: 16, bsize: 32, queue: 166, observed: 1309, best-error: 0.2500000000000021 worst-error: 3.4000000000000012 SearchModels iteration 3> population: 16, bsize: 32, queue: 164, observed: 1473, best-error: 0.04999999999999955 worst-error: 1.2200000000000002 SearchModels iteration 4> population: 16, bsize: 32, queue: 156, observed: 1629, best-error: 0.04999999999999955 worst-error: 0.5275390624999997 SearchModels iteration 5> population: 16, bsize: 32, queue: 152, observed: 1781, best-error: 0.010351562499999946 worst-error: 0.09999999999999976 SearchModels iteration 6> population: 16, bsize: 32, queue: 172, observed: 1953, best-error: 0.010351562499999946 worst-error: 0.05746337890624925 SearchModels iteration 7> population: 16, bsize: 32, queue: 170, observed: 2123, best-error: 0.010351562499999946 worst-error: 0.034336090087890715 SearchModels iteration 8> population: 16, bsize: 32, queue: 170, observed: 2293, best-error: 0.010351562499999946 worst-error: 0.02285294532775875 SearchModels iteration 9> population: 16, bsize: 32, queue: 175, observed: 2468, best-error: 0.010351562499999946 worst-error: 0.017656249999999863 SearchModels iteration 10> population: 16, bsize: 32, queue: 174, observed: 2642, best-error: 0.006860914826393117 worst-error: 0.013471081294119296 SearchModels iteration 11> population: 16, bsize: 32, queue: 175, observed: 2817, best-error: 0.006860914826393117 worst-error: 0.00993439793819561 SearchModels iteration 12> population: 16, bsize: 32, queue: 182, observed: 2999, best-error: 0.006860914826393117 worst-error: 0.008248376846313469 SearchModels iteration 13> population: 16, bsize: 32, queue: 174, observed: 3173, best-error: 0.006860914826393117 worst-error: 0.007390633225440977 SearchModels iteration 14> population: 16, bsize: 32, queue: 177, observed: 3350, best-error: 0.006831066045124308 worst-error: 0.007056218164507297 SearchModels iteration 15> population: 16, bsize: 32, queue: 176, observed: 3526, best-error: 0.006752082146704188 worst-error: 0.006934431626414715 SearchModels iteration 16> population: 16, bsize: 32, queue: 175, observed: 3701, best-error: 0.006752082146704188 worst-error: 0.006833377774019003 SearchModels iteration 17> population: 16, bsize: 32, queue: 166, observed: 3867, best-error: 0.006752082146704188 worst-error: 0.006792435163388845 SearchModels iteration 18> population: 16, bsize: 32, queue: 157, observed: 4024, best-error: 0.006752082146704188 worst-error: 0.0067710998319023856 SearchModels iteration 19> population: 16, bsize: 32, queue: 154, observed: 4178, best-error: 0.006752082146704188 worst-error: 0.006761606615008904 SearchModels iteration 20> population: 16, bsize: 32, queue: 141, observed: 4319, best-error: 0.006752082146704188 worst-error: 0.006756922474028419 SearchModels iteration 21> population: 16, bsize: 32, queue: 136, observed: 4455, best-error: 0.006751982965641199 worst-error: 0.00675388327801389 SearchModels iteration 22> population: 16, bsize: 32, queue: 133, observed: 4588, best-error: 0.006751982965641199 worst-error: 0.006752670742571348 SearchModels iteration 23> population: 16, bsize: 32, queue: 120, observed: 4708, best-error: 0.006751979810505346 worst-error: 0.006752256078758061 SearchModels iteration 24> population: 16, bsize: 32, queue: 100, observed: 4808, best-error: 0.006751978238877648 worst-error: 0.006752069038153328 SearchModels> stop by convergence error=(0.9179439544677734, 0.8421875000000001) => 0.0067519958117180185, iter=25 (of 300) 1 => ((0.917950439453125, 0.8421875000000001) => 0.006751978238877648) 2 => ((0.9179527282714843, 0.8421875000000001) => 0.0067519788271208124) 3 => ((0.9179531097412109, 0.8421875000000001) => 0.006751979269606472) 4 => ((0.9179534912109375, 0.8421875000000001) => 0.006751979810505346) 5 => ((0.9179481506347656, 0.8421875000000001) => 0.0067519811934795525) 6 => ((0.9179475784301757, 0.8421875000000001) => 0.0067519824856964745) 7 => ((0.9179475784301758, 0.8421875000000001) => 0.006751982485696475) 8 => ((0.9179473876953125, 0.8421875000000001) => 0.006751982965641199) 9 => ((0.9179462432861327, 0.8421875000000001) => 0.006751986361968742) 10 => ((0.9179454803466797, 0.8421875000000001) => 0.006751989118242401) 11 => ((0.9179452896118163, 0.8421875000000001) => 0.006751989868817583) 12 => ((0.9179450988769531, 0.8421875000000001) => 0.00675199064399545) 13 => ((0.9179449081420898, 0.8421875000000001) => 0.006751991443775977) 14 => ((0.9179443359375, 0.8421875000000001) => 0.006751993990733377) 15 => ((0.9179441452026367, 0.8421875000000001) => 0.006751994888924406) Test Summary: | Total Time SearchModels.jl | 0 2.5s Testing SearchModels tests passed Testing completed after 21.3s PkgEval succeeded after 58.1s