Package evaluation to test SearchModels on Julia 1.13.0-DEV.1319 (9cddfda8ef*) started at 2025-10-16T14:00:40.526 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.86s ################################################################################ # 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 v4.18.1 [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 [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 v5.15.0+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 To see why use `status --outdated -m` Installation completed after 1.19s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 20.5s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_CU4sSl/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_CU4sSl/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 [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 v5.15.0+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: 59, observed: 359, best-error: 44257.960205080504 worst-error: 1.2685120513681571e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 57, observed: 416, best-error: 1545.7017300618345 worst-error: 118766.64615382328 SearchModels iteration 3> population: 16, bsize: 64, queue: 60, observed: 476, best-error: 1097.4150227418547 worst-error: 24118.84366491628 SearchModels iteration 4> population: 16, bsize: 64, queue: 57, observed: 533, best-error: 104.22761145517042 worst-error: 2066.8391505751497 SearchModels iteration 5> population: 16, bsize: 64, queue: 61, observed: 594, best-error: 50.153536322613746 worst-error: 470.920809170337 SearchModels iteration 6> population: 16, bsize: 64, queue: 56, observed: 650, best-error: 9.98029030162679 worst-error: 92.57404923253767 SearchModels iteration 7> population: 16, bsize: 64, queue: 63, observed: 713, best-error: 1.6319387183899683 worst-error: 14.145361115423864 SearchModels iteration 8> population: 16, bsize: 64, queue: 58, observed: 771, best-error: 1.6319387183899683 worst-error: 5.328234003656604 SearchModels iteration 9> population: 16, bsize: 64, queue: 59, observed: 830, best-error: 1.6137603971918117 worst-error: 3.3205937540507042 SearchModels iteration 10> population: 16, bsize: 64, queue: 62, observed: 892, best-error: 1.6137603971918117 worst-error: 2.3312962945604676 SearchModels iteration 11> population: 16, bsize: 64, queue: 57, observed: 949, best-error: 1.601566014453257 worst-error: 1.8969039192736734 SearchModels iteration 12> population: 16, bsize: 64, queue: 59, observed: 1008, best-error: 1.5041273801473487 worst-error: 1.6880759881201095 SearchModels iteration 13> population: 16, bsize: 64, queue: 56, observed: 1064, best-error: 1.441375613707758 worst-error: 1.617026184515311 SearchModels iteration 14> population: 16, bsize: 64, queue: 57, observed: 1121, best-error: 1.367656851775294 worst-error: 1.5404022843726406 SearchModels iteration 15> population: 16, bsize: 64, queue: 59, observed: 1180, best-error: 1.367656851775294 worst-error: 1.475668889467479 SearchModels iteration 16> population: 16, bsize: 64, queue: 57, observed: 1237, best-error: 1.3387307760976568 worst-error: 1.412129022459483 SearchModels iteration 17> population: 16, bsize: 64, queue: 58, observed: 1295, best-error: 1.2732083938828027 worst-error: 1.3763508362178756 SearchModels iteration 18> population: 16, bsize: 64, queue: 60, observed: 1355, best-error: 1.2629977441844256 worst-error: 1.3460999378409797 SearchModels iteration 19> population: 16, bsize: 64, queue: 59, observed: 1414, best-error: 1.2629977441844256 worst-error: 1.3112803430291868 SearchModels iteration 20> population: 16, bsize: 64, queue: 62, observed: 1476, best-error: 1.2629977441844256 worst-error: 1.2889898688775567 SearchModels iteration 21> population: 16, bsize: 64, queue: 60, observed: 1536, best-error: 1.2617338742425004 worst-error: 1.2742020544760293 SearchModels iteration 22> population: 16, bsize: 64, queue: 62, observed: 1598, best-error: 1.2617338742425004 worst-error: 1.2701435725681127 SearchModels iteration 23> population: 16, bsize: 64, queue: 58, observed: 1656, best-error: 1.2617338742425004 worst-error: 1.2662566030953126 SearchModels iteration 24> population: 16, bsize: 64, queue: 59, observed: 1715, best-error: 1.230046578812787 worst-error: 1.2634934024233735 SearchModels iteration 25> population: 16, bsize: 64, queue: 57, observed: 1772, best-error: 1.2291236472114622 worst-error: 1.2617338742425004 SearchModels iteration 26> population: 16, bsize: 64, queue: 58, observed: 1830, best-error: 1.2267070393406874 worst-error: 1.244851135332078 SearchModels iteration 27> population: 16, bsize: 64, queue: 59, observed: 1889, best-error: 1.2176931790266898 worst-error: 1.235823295351179 SearchModels iteration 28> population: 16, bsize: 64, queue: 59, observed: 1948, best-error: 1.2176931790266898 worst-error: 1.2291236472114622 SearchModels iteration 29> population: 16, bsize: 64, queue: 58, observed: 2006, best-error: 1.2176931790266898 worst-error: 1.2246998791062396 SearchModels iteration 30> population: 16, bsize: 64, queue: 63, observed: 2069, best-error: 1.2156999237459996 worst-error: 1.2216072838359249 SearchModels iteration 31> population: 16, bsize: 64, queue: 59, observed: 2128, best-error: 1.2156999237459996 worst-error: 1.219193806313458 SearchModels iteration 32> population: 16, bsize: 64, queue: 57, observed: 2185, best-error: 1.2115144836233884 worst-error: 1.217074366969715 SearchModels iteration 33> population: 16, bsize: 64, queue: 58, observed: 2243, best-error: 1.2115144836233884 worst-error: 1.2158001902498687 SearchModels iteration 34> population: 16, bsize: 64, queue: 59, observed: 2302, best-error: 1.210180103750085 worst-error: 1.2141686797247147 SearchModels iteration 35> population: 16, bsize: 64, queue: 59, observed: 2361, best-error: 1.210180103750085 worst-error: 1.213065796721979 SearchModels iteration 36> population: 16, bsize: 64, queue: 60, observed: 2421, best-error: 1.2066012942781676 worst-error: 1.2117703069575934 SearchModels iteration 37> population: 16, bsize: 64, queue: 59, observed: 2480, best-error: 1.2066012942781676 worst-error: 1.211103565264849 SearchModels iteration 38> population: 16, bsize: 64, queue: 58, observed: 2538, best-error: 1.2066012942781676 worst-error: 1.2096792856471597 SearchModels iteration 39> population: 16, bsize: 64, queue: 56, observed: 2594, best-error: 1.2066012942781676 worst-error: 1.2086168302230371 SearchModels iteration 40> population: 16, bsize: 64, queue: 59, observed: 2653, best-error: 1.2066012942781676 worst-error: 1.2077938303661038 SearchModels iteration 41> population: 16, bsize: 64, queue: 58, observed: 2711, best-error: 1.2066012942781676 worst-error: 1.2074615891359315 SearchModels iteration 42> population: 16, bsize: 64, queue: 59, observed: 2770, best-error: 1.2057504424813243 worst-error: 1.2071821224969492 SearchModels iteration 43> population: 16, bsize: 64, queue: 59, observed: 2829, best-error: 1.2048910347109028 worst-error: 1.2068709015313388 SearchModels iteration 44> population: 16, bsize: 64, queue: 60, observed: 2889, best-error: 1.2037325439874946 worst-error: 1.205875406376397 SearchModels iteration 45> population: 16, bsize: 64, queue: 60, observed: 2949, best-error: 1.2037097281163767 worst-error: 1.204993275663832 SearchModels iteration 46> population: 16, bsize: 64, queue: 55, observed: 3004, best-error: 1.202137440626509 worst-error: 1.2039209043957608 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3062, best-error: 1.202137440626509 worst-error: 1.2035323965648883 SearchModels iteration 48> population: 16, bsize: 64, queue: 59, observed: 3121, best-error: 1.202137440626509 worst-error: 1.2033320264475675 SearchModels iteration 49> population: 16, bsize: 64, queue: 57, observed: 3178, best-error: 1.200605887702869 worst-error: 1.2028466915601352 SearchModels iteration 50> population: 16, bsize: 64, queue: 62, observed: 3240, best-error: 1.200605887702869 worst-error: 1.2024370249721477 SearchModels iteration 51> population: 16, bsize: 64, queue: 61, observed: 3301, best-error: 1.1997450283816138 worst-error: 1.2019727227422186 SearchModels iteration 52> population: 16, bsize: 64, queue: 60, observed: 3361, best-error: 1.1991801712614492 worst-error: 1.2013090850353685 SearchModels iteration 53> population: 16, bsize: 64, queue: 56, observed: 3417, best-error: 1.1991801712614492 worst-error: 1.20063252449645 SearchModels iteration 54> population: 16, bsize: 64, queue: 60, observed: 3477, best-error: 1.1974946556770045 worst-error: 1.2000841365997885 SearchModels iteration 55> population: 16, bsize: 64, queue: 62, observed: 3539, best-error: 1.1974946556770045 worst-error: 1.1992966390533462 SearchModels iteration 56> population: 16, bsize: 64, queue: 57, observed: 3596, best-error: 1.1974946556770045 worst-error: 1.1984024799722433 SearchModels iteration 57> population: 16, bsize: 64, queue: 59, observed: 3655, best-error: 1.1940897856395611 worst-error: 1.1978604761658678 SearchModels iteration 58> population: 16, bsize: 64, queue: 55, observed: 3710, best-error: 1.162656843231625 worst-error: 1.1971622382329616 SearchModels iteration 59> population: 16, bsize: 64, queue: 60, observed: 3770, best-error: 1.1626364960632143 worst-error: 1.170702349827703 SearchModels iteration 60> population: 16, bsize: 64, queue: 59, observed: 3829, best-error: 1.1626024059994036 worst-error: 1.1633819990587801 SearchModels iteration 61> population: 16, bsize: 64, queue: 61, observed: 3890, best-error: 1.1613324119964903 worst-error: 1.162720730839206 SearchModels iteration 62> population: 16, bsize: 64, queue: 59, observed: 3949, best-error: 1.1611662079154035 worst-error: 1.162635903664071 SearchModels iteration 63> population: 16, bsize: 64, queue: 62, observed: 4011, best-error: 1.1605401199110854 worst-error: 1.1619377039039702 SearchModels iteration 64> population: 16, bsize: 64, queue: 57, observed: 4068, best-error: 1.1605401199110854 worst-error: 1.161511877330178 SearchModels iteration 65> population: 16, bsize: 64, queue: 59, observed: 4127, best-error: 1.1605401199110854 worst-error: 1.1611880898657068 SearchModels iteration 66> population: 16, bsize: 64, queue: 61, observed: 4188, best-error: 1.1601035928776517 worst-error: 1.1608536768234898 SearchModels iteration 67> population: 16, bsize: 64, queue: 58, observed: 4246, best-error: 1.1601035928776517 worst-error: 1.1605422737546989 SearchModels iteration 68> population: 16, bsize: 64, queue: 61, observed: 4307, best-error: 1.1601035928776517 worst-error: 1.160353433408221 SearchModels iteration 69> population: 16, bsize: 64, queue: 55, observed: 4362, best-error: 1.1589137528437818 worst-error: 1.1602213611239347 SearchModels iteration 70> population: 16, bsize: 64, queue: 59, observed: 4421, best-error: 1.1587976435443499 worst-error: 1.1601537906511485 SearchModels iteration 71> population: 16, bsize: 64, queue: 62, observed: 4483, best-error: 1.1575323767069212 worst-error: 1.1597825180278243 SearchModels iteration 72> population: 16, bsize: 64, queue: 61, observed: 4544, best-error: 1.1575323767069212 worst-error: 1.1591443729683744 SearchModels iteration 73> population: 16, bsize: 64, queue: 59, observed: 4603, best-error: 1.1575323767069212 worst-error: 1.158801555849092 SearchModels iteration 74> population: 16, bsize: 64, queue: 60, observed: 4663, best-error: 1.1569990209005676 worst-error: 1.1584926520048462 SearchModels iteration 75> population: 16, bsize: 64, queue: 57, observed: 4720, best-error: 1.1569990209005676 worst-error: 1.1580669815200528 SearchModels iteration 76> population: 16, bsize: 64, queue: 58, observed: 4778, best-error: 1.1566052047055562 worst-error: 1.1576808810700359 SearchModels iteration 77> population: 16, bsize: 64, queue: 57, observed: 4835, best-error: 1.1566052047055562 worst-error: 1.1573604226390872 SearchModels iteration 78> population: 16, bsize: 64, queue: 59, observed: 4894, best-error: 1.1565570205610558 worst-error: 1.1571348229536627 SearchModels iteration 79> population: 16, bsize: 64, queue: 59, observed: 4953, best-error: 1.15568621715102 worst-error: 1.1569653694429438 SearchModels iteration 80> population: 16, bsize: 64, queue: 60, observed: 5013, best-error: 1.15568621715102 worst-error: 1.1566057032492045 SearchModels iteration 81> population: 16, bsize: 64, queue: 58, observed: 5071, best-error: 1.154508838066229 worst-error: 1.1563851851226876 SearchModels iteration 82> population: 16, bsize: 64, queue: 57, observed: 5128, best-error: 1.154508838066229 worst-error: 1.1560626517714214 SearchModels iteration 83> population: 16, bsize: 64, queue: 55, observed: 5183, best-error: 1.154508838066229 worst-error: 1.1556692591992572 SearchModels iteration 84> population: 16, bsize: 64, queue: 58, observed: 5241, best-error: 1.1542193980201527 worst-error: 1.1551830446189364 SearchModels iteration 85> population: 16, bsize: 64, queue: 57, observed: 5298, best-error: 1.1540572542267171 worst-error: 1.1547799768500218 SearchModels iteration 86> population: 16, bsize: 64, queue: 60, observed: 5358, best-error: 1.1533937339950526 worst-error: 1.1545146953844567 SearchModels iteration 87> population: 16, bsize: 64, queue: 58, observed: 5416, best-error: 1.1533669086532223 worst-error: 1.1542819907121178 SearchModels iteration 88> population: 16, bsize: 64, queue: 60, observed: 5476, best-error: 1.1533669086532223 worst-error: 1.1538530042744302 SearchModels iteration 89> population: 16, bsize: 64, queue: 59, observed: 5535, best-error: 1.1531634231806371 worst-error: 1.1536742457159652 SearchModels iteration 90> population: 16, bsize: 64, queue: 57, observed: 5592, best-error: 1.1525309350002577 worst-error: 1.1535641643688173 SearchModels iteration 91> population: 16, bsize: 64, queue: 55, observed: 5647, best-error: 1.1525309350002577 worst-error: 1.1533669086532223 SearchModels iteration 92> population: 16, bsize: 64, queue: 58, observed: 5705, best-error: 1.1525309350002577 worst-error: 1.1530236956724027 SearchModels iteration 93> population: 16, bsize: 64, queue: 59, observed: 5764, best-error: 1.1519917961348018 worst-error: 1.1528308727536245 SearchModels iteration 94> population: 16, bsize: 64, queue: 58, observed: 5822, best-error: 1.150961064231888 worst-error: 1.1526023254354418 SearchModels iteration 95> population: 16, bsize: 64, queue: 60, observed: 5882, best-error: 1.149937952019251 worst-error: 1.152226981302568 SearchModels iteration 96> population: 16, bsize: 64, queue: 60, observed: 5942, best-error: 1.149937952019251 worst-error: 1.1517388375781878 SearchModels iteration 97> population: 16, bsize: 64, queue: 53, observed: 5995, best-error: 1.149937952019251 worst-error: 1.1513881482952055 SearchModels iteration 98> population: 16, bsize: 64, queue: 60, observed: 6055, best-error: 1.1493398481460906 worst-error: 1.150832758503474 SearchModels iteration 99> population: 16, bsize: 64, queue: 56, observed: 6111, best-error: 1.1493398481460906 worst-error: 1.1505058788845137 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.5413581450198374, 0.022341857333963433, 0.487401302263584, 0.535285033324711, 0.6713872647358895] 1 => ([0.18829045205632106, -0.3609584002789281, 0.4719500460093681, 0.5415552270146703, 0.671687765875383] => 1.1493398481460906) 2 => ([0.18775546096219847, -0.35991097567146724, 0.47195004590418904, 0.5415552270146704, 0.671687765875383] => 1.1494199842998607) 3 => ([0.18783558415400942, -0.3612142355667927, 0.47195004621972614, 0.5415552270146702, 0.671687765875383] => 1.1496364896438866) 4 => ([0.1867392026896993, -0.3585049163051405, 0.47195004495928183, 0.5415552270146711, 0.6716877658753829] => 1.1498005585994877) 5 => ([0.18729634598889303, -0.36070256499106357, 0.47195004579901, 0.5415552270146704, 0.671687765875383] => 1.1498028485545637) 6 => ([0.18672851461868586, -0.3566020591318868, 0.4719500455886519, 0.5415552270146706, 0.671687765875383] => 1.149814592216686) 7 => ([0.18733949017724874, -0.3609584002789281, 0.4719500460093681, 0.5415552270146703, 0.671687765875383] => 1.1498356288442966) 8 => ([0.18709347402924886, -0.3604346879751977, 0.4719500459567786, 0.5415552270146704, 0.671687765875383] => 1.1498556705483165) 9 => ([0.186847457881249, -0.35991097567146724, 0.47195004590418904, 0.5415552270146704, 0.671687765875383] => 1.1498943011236207) 10 => ([0.18719998711002211, -0.3609584002789281, 0.4719500460093681, 0.5415552270146703, 0.671687765875383] => 1.1499085104106992) 11 => ([0.18651537727007544, -0.3585243944175429, 0.4719500455886519, 0.5415552270146706, 0.671687765875383] => 1.1499189560743353) 12 => ([0.1873807162516978, -0.3614700708546573, 0.4719500464300842, 0.54155522701467, 0.6716877658753831] => 1.149937952019251) 13 => ([0.18715554213958085, -0.3610863179228604, 0.4719500461145471, 0.5415552270146702, 0.671687765875383] => 1.149961049065191) 14 => ([0.18641901839120453, -0.35878022970540746, 0.47195004579901, 0.5415552270146704, 0.671687765875383] => 1.1499872467323884) 15 => ([0.18631250531043128, -0.358256517401677, 0.47195004574642047, 0.5415552270146705, 0.671687765875383] => 1.1500113827127771) 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: 168, observed: 1136, best-error: 0.02000000000000001 worst-error: 21.319999999999997 SearchModels iteration 2> population: 16, bsize: 32, queue: 161, observed: 1297, best-error: 0.02000000000000001 worst-error: 2.5000000000000004 SearchModels iteration 3> population: 16, bsize: 32, queue: 161, observed: 1458, best-error: 0.02000000000000001 worst-error: 0.40000000000000063 SearchModels iteration 4> population: 16, bsize: 32, queue: 166, observed: 1624, best-error: 0.010624999999999968 worst-error: 0.06628906250000062 SearchModels iteration 5> population: 16, bsize: 32, queue: 162, observed: 1786, best-error: 0.0031250000000000223 worst-error: 0.023117828369140822 SearchModels iteration 6> population: 16, bsize: 32, queue: 170, observed: 1956, best-error: 0.0031250000000000223 worst-error: 0.010801553726196317 SearchModels iteration 7> population: 16, bsize: 32, queue: 167, observed: 2123, best-error: 0.0031250000000000223 worst-error: 0.007390223145484915 SearchModels iteration 8> population: 16, bsize: 32, queue: 167, observed: 2290, best-error: 0.0031250000000000223 worst-error: 0.005114451050758385 SearchModels iteration 9> population: 16, bsize: 32, queue: 173, observed: 2463, best-error: 0.0031250000000000223 worst-error: 0.004417502321302861 SearchModels iteration 10> population: 16, bsize: 32, queue: 181, observed: 2644, best-error: 0.0031250000000000223 worst-error: 0.003910684585571323 SearchModels iteration 11> population: 16, bsize: 32, queue: 176, observed: 2820, best-error: 0.0031250000000000223 worst-error: 0.0034571693652833435 SearchModels iteration 12> population: 16, bsize: 32, queue: 160, observed: 2980, best-error: 0.002905825609486792 worst-error: 0.003249754456483084 SearchModels iteration 13> population: 16, bsize: 32, queue: 179, observed: 3159, best-error: 0.0028156502450383558 worst-error: 0.0031201457971661724 SearchModels iteration 14> population: 16, bsize: 32, queue: 163, observed: 3322, best-error: 0.0028156502450383558 worst-error: 0.002950879247443972 SearchModels iteration 15> population: 16, bsize: 32, queue: 163, observed: 3485, best-error: 0.0028156502450383558 worst-error: 0.002882905099559168 SearchModels iteration 16> population: 16, bsize: 32, queue: 165, observed: 3650, best-error: 0.0028156502450383558 worst-error: 0.002852157401125095 SearchModels iteration 17> population: 16, bsize: 32, queue: 171, observed: 3821, best-error: 0.002804670576091488 worst-error: 0.00282723673971407 SearchModels iteration 18> population: 16, bsize: 32, queue: 157, observed: 3978, best-error: 0.002801181568746415 worst-error: 0.002811891018286472 SearchModels iteration 19> population: 16, bsize: 32, queue: 134, observed: 4112, best-error: 0.002800279921024343 worst-error: 0.002804997889811199 SearchModels iteration 20> population: 16, bsize: 32, queue: 122, observed: 4234, best-error: 0.0028002503653116423 worst-error: 0.002801402182362901 SearchModels iteration 21> population: 16, bsize: 32, queue: 97, observed: 4331, best-error: 0.002800234299779948 worst-error: 0.0028002895688511707 SearchModels> stop by convergence error=(0.9471580505371096, 0.896826171875) => 0.0028002353534469612, iter=22 (of 300) 1 => ((0.94715633392334, 0.896826171875) => 0.002800234299779948) 2 => ((0.9471562385559082, 0.896826171875) => 0.002800234303434781) 3 => ((0.9471562385559084, 0.896826171875) => 0.0028002343034347816) 4 => ((0.9471559524536134, 0.896826171875) => 0.0028002343536782832) 5 => ((0.9471568107604982, 0.896826171875) => 0.0028002343797033746) 6 => ((0.9471569061279298, 0.896826171875) => 0.0028002344153275917) 7 => ((0.9471569061279299, 0.896826171875) => 0.002800234415327592) 8 => ((0.9471570014953614, 0.896826171875) => 0.002800234457498325) 9 => ((0.9471556663513185, 0.896826171875) => 0.0028002344628402435) 10 => ((0.9471570968627931, 0.896826171875) => 0.0028002345062155772) 11 => ((0.9471572875976564, 0.896826171875) => 0.002800234623289637) 12 => ((0.9471552848815918, 0.896826171875) => 0.0028002347000403763) 13 => ((0.9471574783325196, 0.896826171875) => 0.002800234766549787) 14 => ((0.9471551895141603, 0.896826171875) => 0.0028002347757066183) 15 => ((0.9471550941467286, 0.896826171875) => 0.0028002348579193397) ===== 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: 1139, best-error: 0.20000000000000115 worst-error: 16.19999999999999 SearchModels iteration 2> population: 16, bsize: 32, queue: 172, observed: 1311, best-error: 0.0 worst-error: 4.82 SearchModels iteration 3> population: 16, bsize: 32, queue: 167, observed: 1478, best-error: 0.0 worst-error: 0.8525390625000014 SearchModels iteration 4> population: 16, bsize: 32, queue: 166, observed: 1644, best-error: 0.0 worst-error: 0.2856249999999976 SearchModels iteration 5> population: 16, bsize: 32, queue: 173, observed: 1817, best-error: 0.0 worst-error: 0.14062499999999886 SearchModels iteration 6> population: 16, bsize: 32, queue: 151, observed: 1968, best-error: 0.0 worst-error: 0.033476562500000605 SearchModels iteration 7> population: 16, bsize: 32, queue: 165, observed: 2133, best-error: 0.0 worst-error: 0.012500000000000022 SearchModels iteration 8> population: 16, bsize: 32, queue: 176, observed: 2309, best-error: 0.0 worst-error: 0.004772348403930424 SearchModels iteration 9> population: 16, bsize: 32, queue: 182, observed: 2491, best-error: 0.0 worst-error: 0.001163482666015619 SearchModels iteration 10> population: 16, bsize: 32, queue: 173, observed: 2664, best-error: 0.0 worst-error: 0.00019091431051488863 SearchModels iteration 11> population: 16, bsize: 32, queue: 184, observed: 2848, best-error: 0.0 worst-error: 2.023376757278303e-5 SearchModels iteration 12> population: 16, bsize: 32, queue: 176, observed: 3024, best-error: 0.0 worst-error: 2.30033183470738e-6 SearchModels iteration 13> population: 16, bsize: 32, queue: 162, observed: 3186, best-error: 0.0 worst-error: 2.7619316824631257e-7 SearchModels iteration 14> population: 16, bsize: 32, queue: 162, observed: 3348, best-error: 0.0 worst-error: 5.9604644775282205e-8 SearchModels> stop by convergence error=(0.9999267578125, 0.999859619140625) => 9.08316284427221e-9, iter=15 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.999951171875, 0.9999023437500001) => 2.3841863594454512e-9) 3 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) 4 => ((0.9999511718749999, 0.9999023437500002) => 2.3841863594561347e-9) 5 => ((1.0000488281250002, 1.0000976562500001) => 2.3841863594672412e-9) 6 => ((1.0000488281250002, 1.00009765625) => 2.384186359467347e-9) 7 => ((1.0000244140625, 1.000054931640625) => 4.320609185758215e-9) 8 => ((1.0000244140624999, 1.000054931640625) => 4.320609186289421e-9) 9 => ((0.9999755859374999, 0.9999450683593751) => 4.3220643771129394e-9) 10 => ((0.9999755859375, 0.9999450683593751) => 4.322064377378596e-9) 11 => ((0.9999755859375001, 0.9999450683593751) => 4.3220643776442516e-9) 12 => ((0.9999755859375, 0.9999450683593749) => 4.322064377649673e-9) 13 => ((1.0000244140625, 1.000042724609375) => 4.322064377790632e-9) 14 => ((1.0000244140625, 1.0000427246093748) => 4.322064378061709e-9) 15 => ((0.9999267578125001, 0.999859619140625) => 9.083162843985135e-9) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 16.27s PkgEval succeeded after 59.87s