Package evaluation of SearchModels on Julia 1.13.0-DEV.655 (3a5e1f15ec*) started at 2025-05-29T14:14:01.273 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 7.59s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [0e966ebe] + SearchModels v0.4.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [34da2185] + Compat v4.16.0 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [ffbed154] + DocStringExtensions v0.9.4 [92d709cd] + IrrationalConstants v0.2.4 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [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 v5.12.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 1.06s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 21.58s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_m7aA9U/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_m7aA9U/Manifest.toml` [34da2185] Compat v4.16.0 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.4 [92d709cd] IrrationalConstants v0.2.4 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.1 [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 v5.12.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... SearchModels> search params iter=0, initialpopulation=300, maxpopulation=16, bsize=64, mutbsize=32, crossbsize=32 SearchModels iteration 1> population: 16, bsize: 64, queue: 54, observed: 354, best-error: 9081.710864292143 worst-error: 1.0712522965449882e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 59, observed: 413, best-error: 1845.047540538116 worst-error: 111626.89920403292 SearchModels iteration 3> population: 16, bsize: 64, queue: 59, observed: 472, best-error: 1788.1310690056473 worst-error: 10178.489275931888 SearchModels iteration 4> population: 16, bsize: 64, queue: 57, observed: 529, best-error: 333.5108275093865 worst-error: 2382.94429982838 SearchModels iteration 5> population: 16, bsize: 64, queue: 61, observed: 590, best-error: 304.5486774581896 worst-error: 483.62423349090017 SearchModels iteration 6> population: 16, bsize: 64, queue: 59, observed: 649, best-error: 136.97702916972383 worst-error: 286.9644080161488 SearchModels iteration 7> population: 16, bsize: 64, queue: 58, observed: 707, best-error: 132.29041189736034 worst-error: 165.7957568958515 SearchModels iteration 8> population: 16, bsize: 64, queue: 61, observed: 768, best-error: 132.29041189736034 worst-error: 143.45490409575058 SearchModels iteration 9> population: 16, bsize: 64, queue: 60, observed: 828, best-error: 129.90031188890782 worst-error: 136.3853384195741 SearchModels iteration 10> population: 16, bsize: 64, queue: 57, observed: 885, best-error: 129.90031188890782 worst-error: 133.26969296109522 SearchModels iteration 11> population: 16, bsize: 64, queue: 60, observed: 945, best-error: 129.90031188890782 worst-error: 131.885827111521 SearchModels iteration 12> population: 16, bsize: 64, queue: 58, observed: 1003, best-error: 127.85914602027226 worst-error: 130.97729164193564 SearchModels iteration 13> population: 16, bsize: 64, queue: 62, observed: 1065, best-error: 127.64729964377123 worst-error: 129.66573295215036 SearchModels iteration 14> population: 16, bsize: 64, queue: 58, observed: 1123, best-error: 127.0250097034696 worst-error: 128.6282681814487 SearchModels iteration 15> population: 16, bsize: 64, queue: 56, observed: 1179, best-error: 127.0250097034696 worst-error: 127.85914602027226 SearchModels iteration 16> population: 16, bsize: 64, queue: 60, observed: 1239, best-error: 125.53828072187966 worst-error: 127.51444615085911 SearchModels iteration 17> population: 16, bsize: 64, queue: 55, observed: 1294, best-error: 124.11886283793635 worst-error: 127.21445698178006 SearchModels iteration 18> population: 16, bsize: 64, queue: 54, observed: 1348, best-error: 124.11886283793635 worst-error: 126.23447847132387 SearchModels iteration 19> population: 16, bsize: 64, queue: 57, observed: 1405, best-error: 123.80257760086435 worst-error: 125.53828072187966 SearchModels iteration 20> population: 16, bsize: 64, queue: 59, observed: 1464, best-error: 122.8682129845775 worst-error: 125.07419717253016 SearchModels iteration 21> population: 16, bsize: 64, queue: 59, observed: 1523, best-error: 122.8682129845775 worst-error: 124.23174806347966 SearchModels iteration 22> population: 16, bsize: 64, queue: 57, observed: 1580, best-error: 122.78150046545817 worst-error: 123.68658716005542 SearchModels iteration 23> population: 16, bsize: 64, queue: 56, observed: 1636, best-error: 121.57480328834203 worst-error: 123.25274090275245 SearchModels iteration 24> population: 16, bsize: 64, queue: 60, observed: 1696, best-error: 121.57480328834203 worst-error: 122.64287375109926 SearchModels iteration 25> population: 16, bsize: 64, queue: 59, observed: 1755, best-error: 121.57480328834203 worst-error: 122.35471719345462 SearchModels iteration 26> population: 16, bsize: 64, queue: 61, observed: 1816, best-error: 120.61039467479891 worst-error: 122.16069993672433 SearchModels iteration 27> population: 16, bsize: 64, queue: 54, observed: 1870, best-error: 120.61039467479891 worst-error: 121.56543396831457 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1928, best-error: 120.16440622753261 worst-error: 121.12709109330613 SearchModels iteration 29> population: 16, bsize: 64, queue: 56, observed: 1984, best-error: 119.56138739845132 worst-error: 120.711158335508 SearchModels iteration 30> population: 16, bsize: 64, queue: 55, observed: 2039, best-error: 119.3662021846592 worst-error: 120.44064064800716 SearchModels iteration 31> population: 16, bsize: 64, queue: 54, observed: 2093, best-error: 119.02850689393247 worst-error: 120.19665681422327 SearchModels iteration 32> population: 16, bsize: 64, queue: 60, observed: 2153, best-error: 119.02850689393247 worst-error: 119.80838019391925 SearchModels iteration 33> population: 16, bsize: 64, queue: 59, observed: 2212, best-error: 119.02850689393247 worst-error: 119.45657448180518 SearchModels iteration 34> population: 16, bsize: 64, queue: 61, observed: 2273, best-error: 118.64394640781076 worst-error: 119.24276220298643 SearchModels iteration 35> population: 16, bsize: 64, queue: 59, observed: 2332, best-error: 118.42363415735625 worst-error: 119.13138298798977 SearchModels iteration 36> population: 16, bsize: 64, queue: 58, observed: 2390, best-error: 118.18527730862827 worst-error: 118.877323624739 SearchModels iteration 37> population: 16, bsize: 64, queue: 54, observed: 2444, best-error: 117.93912536791231 worst-error: 118.50334170934828 SearchModels iteration 38> population: 16, bsize: 64, queue: 58, observed: 2502, best-error: 117.53869522229388 worst-error: 118.24038255970697 SearchModels iteration 39> population: 16, bsize: 64, queue: 56, observed: 2558, best-error: 117.35835030358174 worst-error: 118.0290373731197 SearchModels iteration 40> population: 16, bsize: 64, queue: 56, observed: 2614, best-error: 117.00445737225724 worst-error: 117.78676968339359 SearchModels iteration 41> population: 16, bsize: 64, queue: 58, observed: 2672, best-error: 117.00445737225724 worst-error: 117.50455115999183 SearchModels iteration 42> population: 16, bsize: 64, queue: 58, observed: 2730, best-error: 116.66605916501078 worst-error: 117.23241550915245 SearchModels iteration 43> population: 16, bsize: 64, queue: 59, observed: 2789, best-error: 116.46644268019709 worst-error: 117.06369651600092 SearchModels iteration 44> population: 16, bsize: 64, queue: 60, observed: 2849, best-error: 115.93175634060007 worst-error: 116.75926640318573 SearchModels iteration 45> population: 16, bsize: 64, queue: 61, observed: 2910, best-error: 115.93175634060007 worst-error: 116.52337447031056 SearchModels iteration 46> population: 16, bsize: 64, queue: 61, observed: 2971, best-error: 115.57167784578809 worst-error: 116.31652837919351 SearchModels iteration 47> population: 16, bsize: 64, queue: 59, observed: 3030, best-error: 115.39593266538664 worst-error: 115.95304933775853 SearchModels iteration 48> population: 16, bsize: 64, queue: 59, observed: 3089, best-error: 115.19728326298984 worst-error: 115.70716829540794 SearchModels iteration 49> population: 16, bsize: 64, queue: 60, observed: 3149, best-error: 115.08475337057297 worst-error: 115.59965390535774 SearchModels iteration 50> population: 16, bsize: 64, queue: 60, observed: 3209, best-error: 114.84335554117865 worst-error: 115.39593266538664 SearchModels iteration 51> population: 16, bsize: 64, queue: 54, observed: 3263, best-error: 114.68809451627214 worst-error: 115.16772243690639 SearchModels iteration 52> population: 16, bsize: 64, queue: 60, observed: 3323, best-error: 114.68809451627214 worst-error: 114.99329203097587 SearchModels iteration 53> population: 16, bsize: 64, queue: 59, observed: 3382, best-error: 114.35395224282743 worst-error: 114.87045309400844 SearchModels iteration 54> population: 16, bsize: 64, queue: 61, observed: 3443, best-error: 113.96883035046584 worst-error: 114.64170024020103 SearchModels iteration 55> population: 16, bsize: 64, queue: 57, observed: 3500, best-error: 113.92663613577254 worst-error: 114.44720212187023 SearchModels iteration 56> population: 16, bsize: 64, queue: 57, observed: 3557, best-error: 113.92663613577254 worst-error: 114.1834653228569 SearchModels iteration 57> population: 16, bsize: 64, queue: 54, observed: 3611, best-error: 113.67559319804431 worst-error: 114.03198584422721 SearchModels iteration 58> population: 16, bsize: 64, queue: 57, observed: 3668, best-error: 113.56826658283059 worst-error: 113.96174208958341 SearchModels iteration 59> population: 16, bsize: 64, queue: 62, observed: 3730, best-error: 113.13518619724992 worst-error: 113.78504378035572 SearchModels iteration 60> population: 16, bsize: 64, queue: 60, observed: 3790, best-error: 113.13518619724992 worst-error: 113.56826658283059 SearchModels iteration 61> population: 16, bsize: 64, queue: 61, observed: 3851, best-error: 113.13518619724992 worst-error: 113.39195229961534 SearchModels iteration 62> population: 16, bsize: 64, queue: 57, observed: 3908, best-error: 112.88091346744582 worst-error: 113.2614473604535 SearchModels iteration 63> population: 16, bsize: 64, queue: 58, observed: 3966, best-error: 112.88091346744582 worst-error: 113.20874915364952 SearchModels iteration 64> population: 16, bsize: 64, queue: 58, observed: 4024, best-error: 112.8142706722777 worst-error: 113.09953913544157 SearchModels iteration 65> population: 16, bsize: 64, queue: 56, observed: 4080, best-error: 112.5361205861499 worst-error: 112.96249063028132 SearchModels iteration 66> population: 16, bsize: 64, queue: 57, observed: 4137, best-error: 112.5361205861499 worst-error: 112.8968528794075 SearchModels iteration 67> population: 16, bsize: 64, queue: 61, observed: 4198, best-error: 112.40968274319651 worst-error: 112.70835581720131 SearchModels iteration 68> population: 16, bsize: 64, queue: 57, observed: 4255, best-error: 112.12286239263801 worst-error: 112.56645402673536 SearchModels iteration 69> population: 16, bsize: 64, queue: 58, observed: 4313, best-error: 112.09181134002058 worst-error: 112.4726668287632 SearchModels iteration 70> population: 16, bsize: 64, queue: 58, observed: 4371, best-error: 111.9432691253989 worst-error: 112.26030018575099 SearchModels iteration 71> population: 16, bsize: 64, queue: 56, observed: 4427, best-error: 111.6519057964242 worst-error: 112.13523432257641 SearchModels iteration 72> population: 16, bsize: 64, queue: 57, observed: 4484, best-error: 111.6519057964242 worst-error: 112.0871188231478 SearchModels iteration 73> population: 16, bsize: 64, queue: 61, observed: 4545, best-error: 111.52379662116904 worst-error: 111.85312219942179 SearchModels iteration 74> population: 16, bsize: 64, queue: 60, observed: 4605, best-error: 111.32893277262366 worst-error: 111.71508268022247 SearchModels iteration 75> population: 16, bsize: 64, queue: 59, observed: 4664, best-error: 111.10569059032515 worst-error: 111.61178485554959 SearchModels iteration 76> population: 16, bsize: 64, queue: 61, observed: 4725, best-error: 111.07428905886721 worst-error: 111.45739605970205 SearchModels iteration 77> population: 16, bsize: 64, queue: 58, observed: 4783, best-error: 111.03728173481908 worst-error: 111.21513043597231 SearchModels iteration 78> population: 16, bsize: 64, queue: 61, observed: 4844, best-error: 111.03728173481908 worst-error: 111.13878649942674 SearchModels iteration 79> population: 16, bsize: 64, queue: 60, observed: 4904, best-error: 110.79853650076556 worst-error: 111.09726841887776 SearchModels iteration 80> population: 16, bsize: 64, queue: 62, observed: 4966, best-error: 110.75870605856629 worst-error: 111.04643217933938 SearchModels iteration 81> population: 16, bsize: 64, queue: 61, observed: 5027, best-error: 110.57858134333007 worst-error: 110.85309295096462 SearchModels iteration 82> population: 16, bsize: 64, queue: 55, observed: 5082, best-error: 110.44720002770316 worst-error: 110.78077011829203 SearchModels iteration 83> population: 16, bsize: 64, queue: 58, observed: 5140, best-error: 110.44720002770316 worst-error: 110.70070026211809 SearchModels iteration 84> population: 16, bsize: 64, queue: 61, observed: 5201, best-error: 110.39002427349357 worst-error: 110.63263097957389 SearchModels iteration 85> population: 16, bsize: 64, queue: 58, observed: 5259, best-error: 110.17085249920845 worst-error: 110.51953591759437 SearchModels iteration 86> population: 16, bsize: 64, queue: 57, observed: 5316, best-error: 110.17085249920845 worst-error: 110.45442820394422 SearchModels iteration 87> population: 16, bsize: 64, queue: 58, observed: 5374, best-error: 110.09415180358839 worst-error: 110.36581288220503 SearchModels iteration 88> population: 16, bsize: 64, queue: 60, observed: 5434, best-error: 110.09415180358839 worst-error: 110.23728599970407 SearchModels iteration 89> population: 16, bsize: 64, queue: 58, observed: 5492, best-error: 110.00708041562987 worst-error: 110.16457904815918 SearchModels iteration 90> population: 16, bsize: 64, queue: 58, observed: 5550, best-error: 109.94782324171896 worst-error: 110.12485330068067 SearchModels iteration 91> population: 16, bsize: 64, queue: 58, observed: 5608, best-error: 109.83605642596409 worst-error: 110.05936005288666 SearchModels iteration 92> population: 16, bsize: 64, queue: 58, observed: 5666, best-error: 109.66006163134935 worst-error: 109.97510133312024 SearchModels iteration 93> population: 16, bsize: 64, queue: 60, observed: 5726, best-error: 109.66006163134935 worst-error: 109.89923619960669 SearchModels iteration 94> population: 16, bsize: 64, queue: 54, observed: 5780, best-error: 109.66006163134935 worst-error: 109.82178477347715 SearchModels iteration 95> population: 16, bsize: 64, queue: 59, observed: 5839, best-error: 109.59645987307309 worst-error: 109.75442330634323 SearchModels iteration 96> population: 16, bsize: 64, queue: 55, observed: 5894, best-error: 109.43112816736499 worst-error: 109.6988078293581 SearchModels iteration 97> population: 16, bsize: 64, queue: 57, observed: 5951, best-error: 109.43112816736499 worst-error: 109.6318097582372 SearchModels iteration 98> population: 16, bsize: 64, queue: 60, observed: 6011, best-error: 109.39348863170359 worst-error: 109.55893061910727 SearchModels iteration 99> population: 16, bsize: 64, queue: 58, observed: 6069, best-error: 109.39348863170359 worst-error: 109.49846232728734 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.21436220637063563, 0.9401286136409118, 0.907702524141231, 0.7126220997034513, 0.31342437690670233] 1 => ([-0.18767066298415422, 0.20858151584345852, 0.14432253739804315, 0.7205248207041773, 0.323792791372742] => 109.33370010133089) 2 => ([-0.1899548987057274, 0.21114159192533796, 0.14344690487841893, 0.7205248206773669, 0.3237927913755062] => 109.39348863170359) 3 => ([-0.1888127808449408, 0.21090446146361552, 0.14317025313131004, 0.7205248206907722, 0.3237927913741241] => 109.41217033316227) 4 => ([-0.18835826595802607, 0.21252259226781778, 0.14280197065351571, 0.7205248206907722, 0.3237927913741241] => 109.41561778912074) 5 => ([-0.18468522031203677, 0.21305342906749583, 0.14230875122569042, 0.7205248206706643, 0.32379279137619726] => 109.4178556217627) 6 => ([-0.1894195412573611, 0.2107302754417762, 0.14307183992079275, 0.7205248206828128, 0.3237927913749447] => 109.43051362472251) 7 => ([-0.18767066298415422, 0.2106673310018931, 0.14289360138420115, 0.7205248207041773, 0.323792791372742] => 109.43112816736499) 8 => ([-0.18774808487482425, 0.2107116633526932, 0.1428635375084628, 0.7205248207041773, 0.323792791372742] => 109.4340370821436) 9 => ([-0.18162235574924923, 0.21328807814877154, 0.14175396494291803, 0.7205248206371513, 0.32379279137965256] => 109.43811886701685) 10 => ([-0.1867616332103247, 0.21390359261029762, 0.1421570364286125, 0.7205248207041773, 0.323792791372742] => 109.4394389380538) 11 => ([-0.1888484823269678, 0.210611710210915, 0.1429335140472383, 0.7205248206895154, 0.32379279137425365] => 109.44001613507194) 12 => ([-0.18822271548504366, 0.21049843394011397, 0.14288534402098926, 0.7205248206740156, 0.3237927913758517] => 109.44028877130349) 13 => ([-0.18765165655465035, 0.21037986870925277, 0.14274701814743482, 0.7205248206807182, 0.3237927913751607] => 109.44988144072715) 14 => ([-0.1883330967573001, 0.21037127562542024, 0.14280801347252617, 0.7205248206907722, 0.3237927913741241] => 109.45096828756827) 15 => ([-0.1896255657235725, 0.2107116633526932, 0.1428635375084628, 0.7205248207041773, 0.323792791372742] => 109.45281071605872) Test Summary: | Total Time SearchModels.jl | 0 5.5s ===== 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: 166, observed: 1136, best-error: 0.20000000000000115 worst-error: 13.12 SearchModels iteration 2> population: 16, bsize: 32, queue: 167, observed: 1303, best-error: 0.02000000000000048 worst-error: 2.153125 SearchModels iteration 3> population: 16, bsize: 32, queue: 154, observed: 1457, best-error: 0.02000000000000048 worst-error: 0.7200000000000003 SearchModels iteration 4> population: 16, bsize: 32, queue: 133, observed: 1590, best-error: 0.02000000000000048 worst-error: 0.5100024414062501 SearchModels iteration 5> population: 16, bsize: 32, queue: 167, observed: 1757, best-error: 0.02000000000000048 worst-error: 0.42312500000000003 SearchModels iteration 6> population: 16, bsize: 32, queue: 177, observed: 1934, best-error: 0.02000000000000048 worst-error: 0.3531249999999995 SearchModels iteration 7> population: 16, bsize: 32, queue: 175, observed: 2109, best-error: 0.02000000000000048 worst-error: 0.20010025024414052 SearchModels iteration 8> population: 16, bsize: 32, queue: 186, observed: 2295, best-error: 0.003125000000000078 worst-error: 0.1194471836090087 SearchModels iteration 9> population: 16, bsize: 32, queue: 177, observed: 2472, best-error: 0.0006640625000000743 worst-error: 0.08315289262682198 SearchModels iteration 10> population: 16, bsize: 32, queue: 187, observed: 2659, best-error: 0.0006640625000000743 worst-error: 0.04811951637268008 SearchModels iteration 11> population: 16, bsize: 32, queue: 182, observed: 2841, best-error: 0.0006640625000000743 worst-error: 0.024934518674853662 SearchModels iteration 12> population: 16, bsize: 32, queue: 177, observed: 3018, best-error: 0.00015869140625000486 worst-error: 0.009220123291015396 SearchModels iteration 13> population: 16, bsize: 32, queue: 175, observed: 3193, best-error: 3.921508789062931e-5 worst-error: 0.0025592685423994647 SearchModels iteration 14> population: 16, bsize: 32, queue: 177, observed: 3370, best-error: 3.8146972656310715e-6 worst-error: 0.0005506139993666206 SearchModels iteration 15> population: 16, bsize: 32, queue: 152, observed: 3522, best-error: 3.814697265626735e-6 worst-error: 0.00012081846827633135 SearchModels iteration 16> population: 16, bsize: 32, queue: 163, observed: 3685, best-error: 1.5146843267948383e-6 worst-error: 1.940378438634967e-5 SearchModels iteration 17> population: 16, bsize: 32, queue: 158, observed: 3843, best-error: 1.1156034114528878e-7 worst-error: 2.717866325510434e-6 SearchModels iteration 18> population: 16, bsize: 32, queue: 154, observed: 3997, best-error: 5.766266168949783e-8 worst-error: 3.8581318211230104e-7 SearchModels iteration 19> population: 16, bsize: 32, queue: 182, observed: 4179, best-error: 6.295744568028832e-9 worst-error: 1.0974623291457476e-7 SearchModels> stop by convergence error=(0.9999404907226562, 0.9998962402343748) => 2.6813612354107096e-8, iter=20 (of 300) 1 => ((0.9999794006347656, 0.9999633789062499) => 2.519421169496834e-9) 2 => ((1.0000579833984375, 1.0001129150390624) => 4.295450246806714e-9) 3 => ((0.999920654296875, 0.9998413085937499) => 6.295744568028832e-9) 4 => ((1.0000381469726562, 1.000067138671875) => 9.839759441555984e-9) 5 => ((0.9999008178710938, 0.9998046875) => 1.0762422859690483e-8) 6 => ((1.0000671386718751, 1.0001434326171874) => 1.2881252799620532e-8) 7 => ((1.000067138671875, 1.0001434326171874) => 1.2881252800403465e-8) 8 => ((0.999920654296875, 0.9998504638671873) => 1.4666119893792225e-8) 9 => ((0.999920654296875, 0.9998504638671875) => 1.466611989399537e-8) 10 => ((0.9999603271484375, 0.9999328613281249) => 1.6471253976994536e-8) 11 => ((0.9999107360839844, 0.9998321533203124) => 1.9359733006058886e-8) 12 => ((0.9999504089355469, 0.9999145507812499) => 2.1311801817234416e-8) 13 => ((0.999950408935547, 0.9998870849609374) => 2.1325311012206903e-8) 14 => ((0.9999694824218752, 0.9999542236328124) => 2.421154485408806e-8) 15 => ((0.9998817443847657, 0.9997741699218748) => 2.5363237747839827e-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: 164, observed: 1135, best-error: 0.4999999999999982 worst-error: 12.500000000000007 SearchModels iteration 2> population: 16, bsize: 32, queue: 154, observed: 1289, best-error: 0.4999999999999982 worst-error: 2.9 SearchModels iteration 3> population: 16, bsize: 32, queue: 161, observed: 1450, best-error: 0.020000000000000035 worst-error: 0.9306640625 SearchModels iteration 4> population: 16, bsize: 32, queue: 171, observed: 1621, best-error: 0.011291503906250305 worst-error: 0.5784790039062501 SearchModels iteration 5> population: 16, bsize: 32, queue: 168, observed: 1789, best-error: 0.006613922119140626 worst-error: 0.31250000000000266 SearchModels iteration 6> population: 16, bsize: 32, queue: 179, observed: 1968, best-error: 0.006613922119140626 worst-error: 0.07905640602111923 SearchModels iteration 7> population: 16, bsize: 32, queue: 162, observed: 2130, best-error: 0.0006640624999999522 worst-error: 0.01188003540039054 SearchModels iteration 8> population: 16, bsize: 32, queue: 184, observed: 2314, best-error: 0.0006640624999999522 worst-error: 0.006307076849043149 SearchModels iteration 9> population: 16, bsize: 32, queue: 178, observed: 2492, best-error: 0.0006640624999999522 worst-error: 0.0031300563761033594 SearchModels iteration 10> population: 16, bsize: 32, queue: 184, observed: 2676, best-error: 0.0006640624999999522 worst-error: 0.0019702220335598994 SearchModels iteration 11> population: 16, bsize: 32, queue: 180, observed: 2856, best-error: 0.0006640624999999522 worst-error: 0.001359326280653472 SearchModels iteration 12> population: 16, bsize: 32, queue: 172, observed: 3028, best-error: 0.0006640624999999522 worst-error: 0.0010590120239157303 SearchModels iteration 13> population: 16, bsize: 32, queue: 171, observed: 3199, best-error: 0.0006640624999999522 worst-error: 0.0008418029919266433 SearchModels iteration 14> population: 16, bsize: 32, queue: 179, observed: 3378, best-error: 0.0006640624999999522 worst-error: 0.0007862565386585033 SearchModels iteration 15> population: 16, bsize: 32, queue: 178, observed: 3556, best-error: 0.0006640624999999522 worst-error: 0.0007422993983668471 SearchModels iteration 16> population: 16, bsize: 32, queue: 169, observed: 3725, best-error: 0.0006640624999999522 worst-error: 0.0007118902255175692 SearchModels iteration 17> population: 16, bsize: 32, queue: 168, observed: 3893, best-error: 0.0006640624999999522 worst-error: 0.0006866580425444487 SearchModels iteration 18> population: 16, bsize: 32, queue: 178, observed: 4071, best-error: 0.000625877762213353 worst-error: 0.0006687066641140861 SearchModels iteration 19> population: 16, bsize: 32, queue: 175, observed: 4246, best-error: 0.000625877762213353 worst-error: 0.0006547364714383178 SearchModels iteration 20> population: 16, bsize: 32, queue: 176, observed: 4422, best-error: 0.000625877762213353 worst-error: 0.0006429917189841547 SearchModels iteration 21> population: 16, bsize: 32, queue: 161, observed: 4583, best-error: 0.000625877762213353 worst-error: 0.0006358792918002589 SearchModels iteration 22> population: 16, bsize: 32, queue: 174, observed: 4757, best-error: 0.000625877762213353 worst-error: 0.0006325140188689733 SearchModels iteration 23> population: 16, bsize: 32, queue: 177, observed: 4934, best-error: 0.000625877762213353 worst-error: 0.0006301504238350273 SearchModels iteration 24> population: 16, bsize: 32, queue: 179, observed: 5113, best-error: 0.000625877762213353 worst-error: 0.0006284787567590604 SearchModels iteration 25> population: 16, bsize: 32, queue: 170, observed: 5283, best-error: 0.000625877762213353 worst-error: 0.0006277340009744668 SearchModels iteration 26> population: 16, bsize: 32, queue: 155, observed: 5438, best-error: 0.000625877762213353 worst-error: 0.0006267984761791144 SearchModels iteration 27> population: 16, bsize: 32, queue: 157, observed: 5595, best-error: 0.000625877762213353 worst-error: 0.000626353488418607 SearchModels iteration 28> population: 16, bsize: 32, queue: 148, observed: 5743, best-error: 0.000625877762213353 worst-error: 0.0006261683365648435 SearchModels iteration 29> population: 16, bsize: 32, queue: 130, observed: 5873, best-error: 0.000625877762213353 worst-error: 0.0006260247178250491 SearchModels> stop by convergence error=(1.0250063024461267, 1.050718688964844) => 0.0006259675237185226, iter=30 (of 300) 1 => ((1.025, 1.050718688964844) => 0.000625877762213353) 2 => ((1.0250030945986508, 1.050718688964844) => 0.0006259176549012967) 3 => ((1.0250035762786864, 1.050718688964844) => 0.0006259245898993392) 4 => ((1.0250040866434573, 1.050718688964844) => 0.0006259321511600508) 5 => ((1.0250041261315346, 1.050718688964844) => 0.000625932745338047) 6 => ((1.0250042393803596, 1.050718688964844) => 0.0006259344566819316) 7 => ((1.0250043526291845, 1.050718688964844) => 0.0006259361788307798) 8 => ((1.0250017881393432, 1.0507214963436131) => 0.0006259511632109564) 9 => ((1.0250056393444538, 1.050718688964844) => 0.0006259565044117423) 10 => ((1.025004106387496, 1.0507200926542286) => 0.0006259565838776328) 11 => ((1.025004219636321, 1.0507200926542286) => 0.000625958228161361) 12 => ((1.0250059142708778, 1.050718688964844) => 0.0006259610281361975) 13 => ((1.0250060364603995, 1.050718688964844) => 0.0006259630591203209) 14 => ((1.0250061497092247, 1.050718688964844) => 0.0006259649527273944) 15 => ((1.0250061891973017, 1.050718688964844) => 0.0006259656155388892) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 19.74s PkgEval succeeded after 60.64s