Package evaluation of SearchModels on Julia 1.13.0-DEV.1200 (a5576b4ddb*) started at 2025-09-25T14:13:17.036 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.81s ################################################################################ # 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 v4.18.0 [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 v1.13.0 [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 v1.13.0 [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 To see why use `status --outdated -m` Installation completed after 1.06s ################################################################################ # Precompilation # Precompiling PkgEval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 21.43s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_SwKx8x/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_SwKx8x/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 v1.13.0 [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 v1.13.0 [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: 59, observed: 359, best-error: 9702.599064542948 worst-error: 1.57653285599514e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 56, observed: 415, best-error: 2751.4426608569356 worst-error: 134380.87176117738 SearchModels iteration 3> population: 16, bsize: 64, queue: 61, observed: 476, best-error: 2233.587238010665 worst-error: 14667.269514329417 SearchModels iteration 4> population: 16, bsize: 64, queue: 62, observed: 538, best-error: 489.06780129482956 worst-error: 2646.743018205392 SearchModels iteration 5> population: 16, bsize: 64, queue: 60, observed: 598, best-error: 61.344647987094376 worst-error: 585.2601471389053 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 656, best-error: 48.1642987399027 worst-error: 128.92801953162603 SearchModels iteration 7> population: 16, bsize: 64, queue: 62, observed: 718, best-error: 47.97176393503089 worst-error: 68.10929340617072 SearchModels iteration 8> population: 16, bsize: 64, queue: 62, observed: 780, best-error: 47.97176393503089 worst-error: 53.08831156795677 SearchModels iteration 9> population: 16, bsize: 64, queue: 59, observed: 839, best-error: 44.218519697262835 worst-error: 49.15848065771734 SearchModels iteration 10> population: 16, bsize: 64, queue: 60, observed: 899, best-error: 44.09063079104084 worst-error: 46.68922399502083 SearchModels iteration 11> population: 16, bsize: 64, queue: 57, observed: 956, best-error: 43.74341547539925 worst-error: 44.85727531071964 SearchModels iteration 12> population: 16, bsize: 64, queue: 61, observed: 1017, best-error: 43.74341547539925 worst-error: 44.29419594455482 SearchModels iteration 13> population: 16, bsize: 64, queue: 56, observed: 1073, best-error: 43.74341547539925 worst-error: 44.0708614154314 SearchModels iteration 14> population: 16, bsize: 64, queue: 55, observed: 1128, best-error: 43.74341547539925 worst-error: 43.931226497954334 SearchModels iteration 15> population: 16, bsize: 64, queue: 55, observed: 1183, best-error: 43.74341547539925 worst-error: 43.85417997798055 SearchModels iteration 16> population: 16, bsize: 64, queue: 57, observed: 1240, best-error: 43.68472850859589 worst-error: 43.80539351057231 SearchModels iteration 17> population: 16, bsize: 64, queue: 58, observed: 1298, best-error: 43.5812573708569 worst-error: 43.77701754210314 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1357, best-error: 43.51419901809109 worst-error: 43.69632564896486 SearchModels iteration 19> population: 16, bsize: 64, queue: 58, observed: 1415, best-error: 43.343657659014006 worst-error: 43.638864651736576 SearchModels iteration 20> population: 16, bsize: 64, queue: 55, observed: 1470, best-error: 43.21785311141487 worst-error: 43.54742312998082 SearchModels iteration 21> population: 16, bsize: 64, queue: 57, observed: 1527, best-error: 43.21785311141487 worst-error: 43.45486274521629 SearchModels iteration 22> population: 16, bsize: 64, queue: 59, observed: 1586, best-error: 43.21785311141487 worst-error: 43.39413039524991 SearchModels iteration 23> population: 16, bsize: 64, queue: 58, observed: 1644, best-error: 43.21785311141487 worst-error: 43.305750924555426 SearchModels iteration 24> population: 16, bsize: 64, queue: 61, observed: 1705, best-error: 43.21785311141487 worst-error: 43.27215885183622 SearchModels iteration 25> population: 16, bsize: 64, queue: 60, observed: 1765, best-error: 43.07603795416752 worst-error: 43.24939280416105 SearchModels iteration 26> population: 16, bsize: 64, queue: 59, observed: 1824, best-error: 43.07603795416752 worst-error: 43.18994510903503 SearchModels iteration 27> population: 16, bsize: 64, queue: 55, observed: 1879, best-error: 43.006332837093716 worst-error: 43.15256786958856 SearchModels iteration 28> population: 16, bsize: 64, queue: 56, observed: 1935, best-error: 42.96170239620226 worst-error: 43.12141144967745 SearchModels iteration 29> population: 16, bsize: 64, queue: 58, observed: 1993, best-error: 42.96170239620226 worst-error: 43.09176682743042 SearchModels iteration 30> population: 16, bsize: 64, queue: 58, observed: 2051, best-error: 42.96170239620226 worst-error: 43.047194242470276 SearchModels iteration 31> population: 16, bsize: 64, queue: 57, observed: 2108, best-error: 42.877945789025226 worst-error: 43.00781813698195 SearchModels iteration 32> population: 16, bsize: 64, queue: 57, observed: 2165, best-error: 42.75218956133371 worst-error: 42.96170239620226 SearchModels iteration 33> population: 16, bsize: 64, queue: 59, observed: 2224, best-error: 42.75218956133371 worst-error: 42.92042139456342 SearchModels iteration 34> population: 16, bsize: 64, queue: 62, observed: 2286, best-error: 42.75218956133371 worst-error: 42.86231760244961 SearchModels iteration 35> population: 16, bsize: 64, queue: 58, observed: 2344, best-error: 42.724146446137425 worst-error: 42.82104818218173 SearchModels iteration 36> population: 16, bsize: 64, queue: 57, observed: 2401, best-error: 42.724146446137425 worst-error: 42.797868665454246 SearchModels iteration 37> population: 16, bsize: 64, queue: 59, observed: 2460, best-error: 42.68868271257307 worst-error: 42.76513057430401 SearchModels iteration 38> population: 16, bsize: 64, queue: 60, observed: 2520, best-error: 42.68868271257307 worst-error: 42.742149690664064 SearchModels iteration 39> population: 16, bsize: 64, queue: 57, observed: 2577, best-error: 42.68868271257307 worst-error: 42.72313864126342 SearchModels iteration 40> population: 16, bsize: 64, queue: 56, observed: 2633, best-error: 42.6384523396846 worst-error: 42.70140111672115 SearchModels iteration 41> population: 16, bsize: 64, queue: 60, observed: 2693, best-error: 42.6384523396846 worst-error: 42.691663113619 SearchModels iteration 42> population: 16, bsize: 64, queue: 57, observed: 2750, best-error: 42.6384523396846 worst-error: 42.668683091900114 SearchModels iteration 43> population: 16, bsize: 64, queue: 59, observed: 2809, best-error: 42.605137168075814 worst-error: 42.66133810593955 SearchModels iteration 44> population: 16, bsize: 64, queue: 55, observed: 2864, best-error: 42.59806740100964 worst-error: 42.649353696266225 SearchModels iteration 45> population: 16, bsize: 64, queue: 58, observed: 2922, best-error: 42.59806740100964 worst-error: 42.63188933773125 SearchModels iteration 46> population: 16, bsize: 64, queue: 61, observed: 2983, best-error: 42.51868324929851 worst-error: 42.613037892770414 SearchModels iteration 47> population: 16, bsize: 64, queue: 57, observed: 3040, best-error: 42.51868324929851 worst-error: 42.60403080182842 SearchModels iteration 48> population: 16, bsize: 64, queue: 58, observed: 3098, best-error: 42.51868324929851 worst-error: 42.5808120399067 SearchModels iteration 49> population: 16, bsize: 64, queue: 57, observed: 3155, best-error: 42.5125147524261 worst-error: 42.56029043701655 SearchModels iteration 50> population: 16, bsize: 64, queue: 59, observed: 3214, best-error: 42.47731334696616 worst-error: 42.53816050337961 SearchModels iteration 51> population: 16, bsize: 64, queue: 54, observed: 3268, best-error: 42.47731334696616 worst-error: 42.52353790538886 SearchModels iteration 52> population: 16, bsize: 64, queue: 55, observed: 3323, best-error: 42.41576717765652 worst-error: 42.50213574349639 SearchModels iteration 53> population: 16, bsize: 64, queue: 59, observed: 3382, best-error: 42.41576717765652 worst-error: 42.47359976216188 SearchModels iteration 54> population: 16, bsize: 64, queue: 60, observed: 3442, best-error: 42.401687810911106 worst-error: 42.45001542695649 SearchModels iteration 55> population: 16, bsize: 64, queue: 60, observed: 3502, best-error: 42.401687810911106 worst-error: 42.43928017478788 SearchModels iteration 56> population: 16, bsize: 64, queue: 56, observed: 3558, best-error: 42.37610930161437 worst-error: 42.42264235528481 SearchModels iteration 57> population: 16, bsize: 64, queue: 55, observed: 3613, best-error: 42.37610930161437 worst-error: 42.415377631449246 SearchModels iteration 58> population: 16, bsize: 64, queue: 58, observed: 3671, best-error: 42.37610930161437 worst-error: 42.40777465122692 SearchModels iteration 59> population: 16, bsize: 64, queue: 59, observed: 3730, best-error: 42.3198973506331 worst-error: 42.39846127191959 SearchModels iteration 60> population: 16, bsize: 64, queue: 60, observed: 3790, best-error: 42.3198973506331 worst-error: 42.39040382370268 SearchModels iteration 61> population: 16, bsize: 64, queue: 57, observed: 3847, best-error: 42.3198973506331 worst-error: 42.37186742471636 SearchModels iteration 62> population: 16, bsize: 64, queue: 56, observed: 3903, best-error: 42.3198973506331 worst-error: 42.358170365817855 SearchModels iteration 63> population: 16, bsize: 64, queue: 58, observed: 3961, best-error: 42.3198973506331 worst-error: 42.34742150025705 SearchModels iteration 64> population: 16, bsize: 64, queue: 58, observed: 4019, best-error: 42.30361371070269 worst-error: 42.33867427945971 SearchModels iteration 65> population: 16, bsize: 64, queue: 55, observed: 4074, best-error: 42.28195029696887 worst-error: 42.32993175185057 SearchModels iteration 66> population: 16, bsize: 64, queue: 57, observed: 4131, best-error: 42.269748303295735 worst-error: 42.31803747479084 SearchModels iteration 67> population: 16, bsize: 64, queue: 56, observed: 4187, best-error: 42.25962006949276 worst-error: 42.29993174212208 SearchModels iteration 68> population: 16, bsize: 64, queue: 59, observed: 4246, best-error: 42.259120173781994 worst-error: 42.28969917671522 SearchModels iteration 69> population: 16, bsize: 64, queue: 61, observed: 4307, best-error: 42.25351482382354 worst-error: 42.27562822484617 SearchModels iteration 70> population: 16, bsize: 64, queue: 58, observed: 4365, best-error: 42.21432824622739 worst-error: 42.26483635557867 SearchModels iteration 71> population: 16, bsize: 64, queue: 56, observed: 4421, best-error: 42.21432824622739 worst-error: 42.259120173781994 SearchModels iteration 72> population: 16, bsize: 64, queue: 62, observed: 4483, best-error: 42.20314099966514 worst-error: 42.237532958998614 SearchModels iteration 73> population: 16, bsize: 64, queue: 55, observed: 4538, best-error: 42.20314099966514 worst-error: 42.231053032708125 SearchModels iteration 74> population: 16, bsize: 64, queue: 59, observed: 4597, best-error: 42.18518527805417 worst-error: 42.22212192697899 SearchModels iteration 75> population: 16, bsize: 64, queue: 57, observed: 4654, best-error: 42.18518527805417 worst-error: 42.21432824622739 SearchModels iteration 76> population: 16, bsize: 64, queue: 62, observed: 4716, best-error: 42.169466453774994 worst-error: 42.20414734440192 SearchModels iteration 77> population: 16, bsize: 64, queue: 60, observed: 4776, best-error: 42.169466453774994 worst-error: 42.191346825989804 SearchModels iteration 78> population: 16, bsize: 64, queue: 57, observed: 4833, best-error: 42.14725142970557 worst-error: 42.17839784231316 SearchModels iteration 79> population: 16, bsize: 64, queue: 58, observed: 4891, best-error: 42.14725142970557 worst-error: 42.17190364442128 SearchModels iteration 80> population: 16, bsize: 64, queue: 58, observed: 4949, best-error: 42.12594405075718 worst-error: 42.1601722464451 SearchModels iteration 81> population: 16, bsize: 64, queue: 59, observed: 5008, best-error: 42.12594405075718 worst-error: 42.15285763492736 SearchModels iteration 82> population: 16, bsize: 64, queue: 55, observed: 5063, best-error: 42.12594405075718 worst-error: 42.146701993752544 SearchModels iteration 83> population: 16, bsize: 64, queue: 61, observed: 5124, best-error: 42.12594405075718 worst-error: 42.13926472049588 SearchModels iteration 84> population: 16, bsize: 64, queue: 59, observed: 5183, best-error: 42.12594405075718 worst-error: 42.1345361612373 SearchModels iteration 85> population: 16, bsize: 64, queue: 58, observed: 5241, best-error: 42.09809089901444 worst-error: 42.13133877948871 SearchModels iteration 86> population: 16, bsize: 64, queue: 58, observed: 5299, best-error: 42.09809089901444 worst-error: 42.12962800633058 SearchModels iteration 87> population: 16, bsize: 64, queue: 61, observed: 5360, best-error: 42.09809089901444 worst-error: 42.11745865044604 SearchModels iteration 88> population: 16, bsize: 64, queue: 62, observed: 5422, best-error: 42.07417343897267 worst-error: 42.1088928981231 SearchModels iteration 89> population: 16, bsize: 64, queue: 58, observed: 5480, best-error: 42.07417343897267 worst-error: 42.10246905957742 SearchModels iteration 90> population: 16, bsize: 64, queue: 59, observed: 5539, best-error: 42.051076537581295 worst-error: 42.09452721953299 SearchModels iteration 91> population: 16, bsize: 64, queue: 60, observed: 5599, best-error: 42.051076537581295 worst-error: 42.085645042023486 SearchModels iteration 92> population: 16, bsize: 64, queue: 59, observed: 5658, best-error: 42.03338780773801 worst-error: 42.07012353617456 SearchModels iteration 93> population: 16, bsize: 64, queue: 59, observed: 5717, best-error: 42.03338780773801 worst-error: 42.05605740022272 SearchModels iteration 94> population: 16, bsize: 64, queue: 57, observed: 5774, best-error: 42.02382309310161 worst-error: 42.046267677607624 SearchModels iteration 95> population: 16, bsize: 64, queue: 59, observed: 5833, best-error: 42.01949066279505 worst-error: 42.04079602491603 SearchModels iteration 96> population: 16, bsize: 64, queue: 53, observed: 5886, best-error: 42.01949066279505 worst-error: 42.033995021190115 SearchModels iteration 97> population: 16, bsize: 64, queue: 56, observed: 5942, best-error: 42.00150366722701 worst-error: 42.02606164112027 SearchModels iteration 98> population: 16, bsize: 64, queue: 60, observed: 6002, best-error: 42.00150366722701 worst-error: 42.01949066279505 SearchModels iteration 99> population: 16, bsize: 64, queue: 60, observed: 6062, best-error: 41.99381653849615 worst-error: 42.00968186174284 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.8828597412014665, 0.016956087802026842, 0.8580206454387195, 0.08591793538978465, 0.9085004221888969] 1 => ([-0.3430021236753499, -0.28564364229212563, 0.4393071598932893, 0.0901804857825563, 0.914593411490221] => 41.98653960799949) 2 => ([-0.3482148032802044, -0.2771518595180411, 0.4393071598932893, 0.0901804857825563, 0.914593411490221] => 41.99381653849615) 3 => ([-0.3493065358513154, -0.27608967988421795, 0.4393071598932897, 0.09018048578255632, 0.914593411490221] => 41.997620927387075) 4 => ([-0.34934044511253354, -0.2761118782194446, 0.439307159893288, 0.09018048578255625, 0.914593411490221] => 41.99786943779198) 5 => ([-0.3464321449121034, -0.28281548741794615, 0.4393071598932893, 0.0901804857825563, 0.914593411490221] => 41.998224619110324) 6 => ([-0.3490707728083773, -0.27803847172109286, 0.4393071598932895, 0.0901804857825563, 0.914593411490221] => 42.00094122215703) 7 => ([-0.34982049382748825, -0.2764492429416956, 0.43930715989329094, 0.09018048578255637, 0.914593411490221] => 42.001445967432474) 8 => ([-0.3503982684224264, -0.27502750025039485, 0.4393071598932901, 0.09018048578255633, 0.914593411490221] => 42.00150366722701) 9 => ([-0.3504660869448627, -0.27507189692084816, 0.4393071598932867, 0.09018048578255618, 0.914593411490221] => 42.0019976963411) 10 => ([-0.35091222639859926, -0.27400833017604576, 0.4393071598932914, 0.09018048578255639, 0.914593411490221] => 42.00220791333026) 11 => ([-0.348553124841226, -0.2798101091264413, 0.43930715989329033, 0.09018048578255634, 0.914593411490221] => 42.0024238180025) 12 => ([-0.35142618437477213, -0.2729891601016966, 0.4393071598932926, 0.09018048578255644, 0.914593411490221] => 42.00298262738769) 13 => ([-0.34892916464343776, -0.27928105689164817, 0.43930715989329094, 0.09018048578255637, 0.914593411490221] => 42.00324240039375) 14 => ([-0.350194056055394, -0.2764673661126854, 0.4393071598932884, 0.09018048578255625, 0.914593411490221] => 42.0036547643697) 15 => ([-0.3499335635463227, -0.2771578421799149, 0.43930715989329094, 0.09018048578255637, 0.914593411490221] => 42.0037932924837) Test Summary: | Total Time SearchModels.jl | 0 5.6s ===== 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: 1139, best-error: 0.4999999999999982 worst-error: 14.80000000000001 SearchModels iteration 2> population: 16, bsize: 32, queue: 168, observed: 1307, best-error: 0.07312499999999982 worst-error: 2.319999999999999 SearchModels iteration 3> population: 16, bsize: 32, queue: 170, observed: 1477, best-error: 0.0 worst-error: 0.4462890625000006 SearchModels iteration 4> population: 16, bsize: 32, queue: 170, observed: 1647, best-error: 0.0 worst-error: 0.07812500000000017 SearchModels iteration 5> population: 16, bsize: 32, queue: 173, observed: 1820, best-error: 0.0 worst-error: 0.02732925415039048 SearchModels iteration 6> population: 16, bsize: 32, queue: 165, observed: 1985, best-error: 0.0 worst-error: 0.0038307189941407154 SearchModels iteration 7> population: 16, bsize: 32, queue: 171, observed: 2156, best-error: 0.0 worst-error: 0.0009765624999998891 SearchModels iteration 8> population: 16, bsize: 32, queue: 159, observed: 2315, best-error: 0.0 worst-error: 3.921508789062757e-5 SearchModels iteration 9> population: 16, bsize: 32, queue: 147, observed: 2462, best-error: 0.0 worst-error: 5.496181547641782e-6 SearchModels iteration 10> population: 16, bsize: 32, queue: 148, observed: 2610, best-error: 0.0 worst-error: 6.103888154029034e-7 SearchModels iteration 11> population: 16, bsize: 32, queue: 140, observed: 2750, best-error: 0.0 worst-error: 8.583142516724819e-8 SearchModels> stop by convergence error=(0.999853515625, 0.99970703125) => 2.1457718162303244e-8, iter=12 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0, 0.9999999999999999) => 1.232595164407831e-30) 3 => ((1.0, 0.9999999999999998) => 4.930380657631324e-30) 4 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 5 => ((0.999951171875, 0.9999023437499999) => 2.384186359445557e-9) 6 => ((0.9999511718749999, 0.99990234375) => 2.3841863594562406e-9) 7 => ((0.9999511718749999, 0.9999023437499999) => 2.3841863594562935e-9) 8 => ((1.0000488281250002, 1.00009765625) => 2.384186359467347e-9) 9 => ((1.00009765625, 1.0001953124999998) => 9.536752258992187e-9) 10 => ((0.9999023437500001, 0.9998046875) => 9.53675225899261e-9) 11 => ((0.9999023437500001, 0.9998046874999998) => 9.536752258992822e-9) 12 => ((0.99990234375, 0.9998046875) => 9.53675225901387e-9) 13 => ((0.99990234375, 0.9998046874999998) => 9.536752259014083e-9) 14 => ((1.0001464843749999, 1.0002929687499997) => 2.145771816227072e-8) 15 => ((0.9998535156250001, 0.99970703125) => 2.1457718162271672e-8) ===== 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: 1139, best-error: 0.8200000000000001 worst-error: 20.000000000000004 SearchModels iteration 2> population: 16, bsize: 32, queue: 164, observed: 1303, best-error: 0.0981249999999992 worst-error: 2.319999999999999 SearchModels iteration 3> population: 16, bsize: 32, queue: 168, observed: 1471, best-error: 0.0 worst-error: 0.8200000000000001 SearchModels iteration 4> population: 16, bsize: 32, queue: 165, observed: 1636, best-error: 0.0 worst-error: 0.06785156250000013 SearchModels iteration 5> population: 16, bsize: 32, queue: 167, observed: 1803, best-error: 0.0 worst-error: 0.020000000000000434 SearchModels iteration 6> population: 16, bsize: 32, queue: 171, observed: 1974, best-error: 0.0 worst-error: 0.007173776626586929 SearchModels iteration 7> population: 16, bsize: 32, queue: 171, observed: 2145, best-error: 0.0 worst-error: 0.002831430435180665 SearchModels iteration 8> population: 16, bsize: 32, queue: 180, observed: 2325, best-error: 0.0 worst-error: 0.0013804173842072607 SearchModels iteration 9> population: 16, bsize: 32, queue: 174, observed: 2499, best-error: 0.0 worst-error: 0.0007463094242848242 SearchModels iteration 10> population: 16, bsize: 32, queue: 173, observed: 2672, best-error: 0.0 worst-error: 0.0003438866510987184 SearchModels iteration 11> population: 16, bsize: 32, queue: 178, observed: 2850, best-error: 0.0 worst-error: 0.0001029932871461064 SearchModels iteration 12> population: 16, bsize: 32, queue: 183, observed: 3033, best-error: 0.0 worst-error: 3.9176326390592294e-5 SearchModels iteration 13> population: 16, bsize: 32, queue: 180, observed: 3213, best-error: 0.0 worst-error: 1.8061555838925755e-5 SearchModels iteration 14> population: 16, bsize: 32, queue: 180, observed: 3393, best-error: 0.0 worst-error: 6.145028817212055e-6 SearchModels iteration 15> population: 16, bsize: 32, queue: 190, observed: 3583, best-error: 0.0 worst-error: 3.2438575182868323e-6 SearchModels iteration 16> population: 16, bsize: 32, queue: 183, observed: 3766, best-error: 0.0 worst-error: 1.6275088475926724e-6 SearchModels iteration 17> population: 16, bsize: 32, queue: 183, observed: 3949, best-error: 0.0 worst-error: 7.233281563185847e-7 SearchModels iteration 18> population: 16, bsize: 32, queue: 180, observed: 4129, best-error: 0.0 worst-error: 3.0032510985983334e-7 SearchModels iteration 19> population: 16, bsize: 32, queue: 178, observed: 4307, best-error: 0.0 worst-error: 1.270445686553742e-7 SearchModels> stop by convergence error=(0.9997587203979492, 0.9995241165161133) => 6.259498277246586e-8, iter=20 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.9999122619628906, 0.999822998046875) => 7.933148957236905e-9) 3 => ((0.9998859405517578, 0.9997787475585938) => 1.7706529283301392e-8) 4 => ((0.9998664855957031, 0.9997344970703125) => 1.8053518482546315e-8) 5 => ((0.9998830795288086, 0.9997732162475585) => 1.8631513341307474e-8) 6 => ((0.999874496459961, 0.9997562408447266) => 2.098157215592122e-8) 7 => ((0.9998523712158203, 0.9997127532958985) => 2.8176781864862803e-8) 8 => ((0.9998569488525391, 0.9997234344482422) => 2.95195884054292e-8) 9 => ((0.9998245239257812, 0.99964599609375) => 3.174206386699201e-8) 10 => ((0.99981689453125, 0.99964599609375) => 4.8347031767034685e-8) 11 => ((0.9998006820678711, 0.9996126174926758) => 5.2302186265989886e-8) 12 => ((0.9997787475585938, 0.9995643615722657) => 5.360047677384466e-8) 13 => ((0.9997896194458007, 0.9995908737182617) => 5.7694101187963125e-8) 14 => ((0.9997646331787109, 0.9995357513427734) => 5.953150050574133e-8) 15 => ((0.9997507095336914, 0.9995023727416992) => 6.222521891323602e-8) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 20.96s PkgEval succeeded after 63.37s