Package evaluation to test SearchModels on Julia 1.14.0-DEV.1555 (0c48c4942b*) started at 2026-01-13T20:41:56.342 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 9.92s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [0e966ebe] + SearchModels v0.5.0 Updating `~/.julia/environments/v1.14/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 v1.13.0 [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 v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [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 To see why use `status --outdated -m` Installation completed after 1.07s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 5217.6 ms ✓ StatsBase 3031.9 ms ✓ SearchModels 2 dependencies successfully precompiled in 9 seconds. 29 already precompiled. Precompilation completed after 22.21s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_A47z3e/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_A47z3e/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 v1.13.0 [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 v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [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: 60, observed: 360, best-error: 15963.71561095067 worst-error: 898076.1793858267 SearchModels iteration 2> population: 16, bsize: 64, queue: 57, observed: 417, best-error: 1283.0045335167683 worst-error: 74954.97605911065 SearchModels iteration 3> population: 16, bsize: 64, queue: 60, observed: 477, best-error: 773.5966020758069 worst-error: 8915.606567683284 SearchModels iteration 4> population: 16, bsize: 64, queue: 62, observed: 539, best-error: 135.6550287739121 worst-error: 1110.3847308207162 SearchModels iteration 5> population: 16, bsize: 64, queue: 56, observed: 595, best-error: 16.063723692868425 worst-error: 351.48827672810205 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 653, best-error: 16.063723692868425 worst-error: 123.29569772760297 SearchModels iteration 7> population: 16, bsize: 64, queue: 57, observed: 710, best-error: 16.063723692868425 worst-error: 79.52154074725205 SearchModels iteration 8> population: 16, bsize: 64, queue: 62, observed: 772, best-error: 16.063723692868425 worst-error: 43.095891801198576 SearchModels iteration 9> population: 16, bsize: 64, queue: 60, observed: 832, best-error: 14.35213838538945 worst-error: 23.482674336399796 SearchModels iteration 10> population: 16, bsize: 64, queue: 53, observed: 885, best-error: 14.35213838538945 worst-error: 16.698001923149864 SearchModels iteration 11> population: 16, bsize: 64, queue: 61, observed: 946, best-error: 14.338748793112542 worst-error: 14.651466610493397 SearchModels iteration 12> population: 16, bsize: 64, queue: 58, observed: 1004, best-error: 14.334868874070436 worst-error: 14.398166415073012 SearchModels iteration 13> population: 16, bsize: 64, queue: 58, observed: 1062, best-error: 14.27562885195324 worst-error: 14.359110546723603 SearchModels iteration 14> population: 16, bsize: 64, queue: 60, observed: 1122, best-error: 14.27562885195324 worst-error: 14.336782619181111 SearchModels iteration 15> population: 16, bsize: 64, queue: 60, observed: 1182, best-error: 14.27562885195324 worst-error: 14.30871638582954 SearchModels iteration 16> population: 16, bsize: 64, queue: 60, observed: 1242, best-error: 14.222230237610985 worst-error: 14.293450730389708 SearchModels iteration 17> population: 16, bsize: 64, queue: 59, observed: 1301, best-error: 14.204666767119273 worst-error: 14.282538148222487 SearchModels iteration 18> population: 16, bsize: 64, queue: 58, observed: 1359, best-error: 14.167996741380612 worst-error: 14.250008119336572 SearchModels iteration 19> population: 16, bsize: 64, queue: 56, observed: 1415, best-error: 14.167996741380612 worst-error: 14.229939534756292 SearchModels iteration 20> population: 16, bsize: 64, queue: 55, observed: 1470, best-error: 14.167996741380612 worst-error: 14.197129210247157 SearchModels iteration 21> population: 16, bsize: 64, queue: 59, observed: 1529, best-error: 14.167996741380612 worst-error: 14.186708071731832 SearchModels iteration 22> population: 16, bsize: 64, queue: 60, observed: 1589, best-error: 14.16338999828116 worst-error: 14.178583168010087 SearchModels iteration 23> population: 16, bsize: 64, queue: 61, observed: 1650, best-error: 14.146137016279805 worst-error: 14.172808172371877 SearchModels iteration 24> population: 16, bsize: 64, queue: 59, observed: 1709, best-error: 14.146137016279805 worst-error: 14.164664323215543 SearchModels iteration 25> population: 16, bsize: 64, queue: 57, observed: 1766, best-error: 14.146137016279805 worst-error: 14.154303740237829 SearchModels iteration 26> population: 16, bsize: 64, queue: 63, observed: 1829, best-error: 14.138848935370541 worst-error: 14.151251445220092 SearchModels iteration 27> population: 16, bsize: 64, queue: 57, observed: 1886, best-error: 14.138848935370541 worst-error: 14.148037893275554 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1944, best-error: 14.135622660689748 worst-error: 14.143928031582874 SearchModels iteration 29> population: 16, bsize: 64, queue: 57, observed: 2001, best-error: 14.135622660689748 worst-error: 14.14113624472848 SearchModels iteration 30> population: 16, bsize: 64, queue: 60, observed: 2061, best-error: 14.125842594127858 worst-error: 14.137594562688713 SearchModels iteration 31> population: 16, bsize: 64, queue: 58, observed: 2119, best-error: 14.125842594127858 worst-error: 14.135938498871099 SearchModels iteration 32> population: 16, bsize: 64, queue: 59, observed: 2178, best-error: 14.125842594127858 worst-error: 14.132382721976782 SearchModels iteration 33> population: 16, bsize: 64, queue: 56, observed: 2234, best-error: 14.116382568976498 worst-error: 14.129741869257435 SearchModels iteration 34> population: 16, bsize: 64, queue: 61, observed: 2295, best-error: 14.116382568976498 worst-error: 14.128048077120559 SearchModels iteration 35> population: 16, bsize: 64, queue: 54, observed: 2349, best-error: 14.116382568976498 worst-error: 14.127363105587401 SearchModels iteration 36> population: 16, bsize: 64, queue: 56, observed: 2405, best-error: 14.116382568976498 worst-error: 14.126764595494409 SearchModels iteration 37> population: 16, bsize: 64, queue: 56, observed: 2461, best-error: 14.116382568976498 worst-error: 14.124024671920198 SearchModels iteration 38> population: 16, bsize: 64, queue: 57, observed: 2518, best-error: 14.116382568976498 worst-error: 14.12067371385564 SearchModels iteration 39> population: 16, bsize: 64, queue: 56, observed: 2574, best-error: 14.11276968509896 worst-error: 14.118841524659375 SearchModels iteration 40> population: 16, bsize: 64, queue: 58, observed: 2632, best-error: 14.112530685079765 worst-error: 14.117301297216397 SearchModels iteration 41> population: 16, bsize: 64, queue: 59, observed: 2691, best-error: 14.109592205183773 worst-error: 14.11465151187131 SearchModels iteration 42> population: 16, bsize: 64, queue: 54, observed: 2745, best-error: 14.105392447822991 worst-error: 14.112431549496714 SearchModels iteration 43> population: 16, bsize: 64, queue: 59, observed: 2804, best-error: 14.105392447822991 worst-error: 14.110868779101898 SearchModels iteration 44> population: 16, bsize: 64, queue: 58, observed: 2862, best-error: 14.103483313518764 worst-error: 14.109592205183773 SearchModels iteration 45> population: 16, bsize: 64, queue: 59, observed: 2921, best-error: 14.101070311809279 worst-error: 14.107036343693176 SearchModels iteration 46> population: 16, bsize: 64, queue: 60, observed: 2981, best-error: 14.098610519548963 worst-error: 14.105241968849327 SearchModels iteration 47> population: 16, bsize: 64, queue: 52, observed: 3033, best-error: 14.097048549231362 worst-error: 14.102104223514477 SearchModels iteration 48> population: 16, bsize: 64, queue: 59, observed: 3092, best-error: 14.094293461332116 worst-error: 14.100477303984352 SearchModels iteration 49> population: 16, bsize: 64, queue: 60, observed: 3152, best-error: 14.094293461332116 worst-error: 14.098974311325453 SearchModels iteration 50> population: 16, bsize: 64, queue: 62, observed: 3214, best-error: 14.093067739629168 worst-error: 14.097754997247728 SearchModels iteration 51> population: 16, bsize: 64, queue: 59, observed: 3273, best-error: 14.093067739629168 worst-error: 14.095911348054562 SearchModels iteration 52> population: 16, bsize: 64, queue: 56, observed: 3329, best-error: 14.088525327420339 worst-error: 14.094038837620921 SearchModels iteration 53> population: 16, bsize: 64, queue: 54, observed: 3383, best-error: 14.08776145140701 worst-error: 14.093337119261232 SearchModels iteration 54> population: 16, bsize: 64, queue: 60, observed: 3443, best-error: 14.08776145140701 worst-error: 14.092146395882628 SearchModels iteration 55> population: 16, bsize: 64, queue: 57, observed: 3500, best-error: 14.082931587796205 worst-error: 14.089596262120912 SearchModels iteration 56> population: 16, bsize: 64, queue: 57, observed: 3557, best-error: 14.082931587796205 worst-error: 14.088576569571051 SearchModels iteration 57> population: 16, bsize: 64, queue: 59, observed: 3616, best-error: 14.08170383748112 worst-error: 14.087172329347668 SearchModels iteration 58> population: 16, bsize: 64, queue: 60, observed: 3676, best-error: 14.08170383748112 worst-error: 14.085673460566486 SearchModels iteration 59> population: 16, bsize: 64, queue: 55, observed: 3731, best-error: 14.08170383748112 worst-error: 14.084311573735347 SearchModels iteration 60> population: 16, bsize: 64, queue: 55, observed: 3786, best-error: 14.08170383748112 worst-error: 14.083646397425664 SearchModels iteration 61> population: 16, bsize: 64, queue: 55, observed: 3841, best-error: 14.078642505486378 worst-error: 14.0829383679332 SearchModels iteration 62> population: 16, bsize: 64, queue: 60, observed: 3901, best-error: 14.078430186887461 worst-error: 14.08254140178278 SearchModels iteration 63> population: 16, bsize: 64, queue: 57, observed: 3958, best-error: 14.078430186887461 worst-error: 14.081397055982963 SearchModels iteration 64> population: 16, bsize: 64, queue: 60, observed: 4018, best-error: 14.076142386557901 worst-error: 14.080292725358312 SearchModels iteration 65> population: 16, bsize: 64, queue: 57, observed: 4075, best-error: 14.072056523789923 worst-error: 14.078916619369258 SearchModels iteration 66> population: 16, bsize: 64, queue: 55, observed: 4130, best-error: 14.072056523789923 worst-error: 14.077235016905043 SearchModels iteration 67> population: 16, bsize: 64, queue: 60, observed: 4190, best-error: 14.069536709781545 worst-error: 14.075318497765469 SearchModels iteration 68> population: 16, bsize: 64, queue: 59, observed: 4249, best-error: 14.065734711689592 worst-error: 14.073622378521616 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4308, best-error: 14.065734711689592 worst-error: 14.071711063168262 SearchModels iteration 70> population: 16, bsize: 64, queue: 58, observed: 4366, best-error: 14.065734711689592 worst-error: 14.069835540883016 SearchModels iteration 71> population: 16, bsize: 64, queue: 58, observed: 4424, best-error: 14.065663458262406 worst-error: 14.068366979523537 SearchModels iteration 72> population: 16, bsize: 64, queue: 56, observed: 4480, best-error: 14.065663458262406 worst-error: 14.0668522154954 SearchModels iteration 73> population: 16, bsize: 64, queue: 62, observed: 4542, best-error: 14.062183551266365 worst-error: 14.066054044858015 SearchModels iteration 74> population: 16, bsize: 64, queue: 59, observed: 4601, best-error: 14.062183551266365 worst-error: 14.064526735659316 SearchModels iteration 75> population: 16, bsize: 64, queue: 58, observed: 4659, best-error: 14.058999796800254 worst-error: 14.063102600558615 SearchModels iteration 76> population: 16, bsize: 64, queue: 57, observed: 4716, best-error: 14.058999796800254 worst-error: 14.062234754405102 SearchModels iteration 77> population: 16, bsize: 64, queue: 57, observed: 4773, best-error: 14.058999796800254 worst-error: 14.060858712809624 SearchModels iteration 78> population: 16, bsize: 64, queue: 58, observed: 4831, best-error: 14.057095292777973 worst-error: 14.060154460394237 SearchModels iteration 79> population: 16, bsize: 64, queue: 61, observed: 4892, best-error: 14.057095292777973 worst-error: 14.05956741707786 SearchModels iteration 80> population: 16, bsize: 64, queue: 64, observed: 4956, best-error: 14.057095292777973 worst-error: 14.058401125537596 SearchModels iteration 81> population: 16, bsize: 64, queue: 55, observed: 5011, best-error: 14.05515729874272 worst-error: 14.05795613991436 SearchModels iteration 82> population: 16, bsize: 64, queue: 58, observed: 5069, best-error: 14.054191753319712 worst-error: 14.057573103150014 SearchModels iteration 83> population: 16, bsize: 64, queue: 59, observed: 5128, best-error: 14.054191753319712 worst-error: 14.056515107030647 SearchModels iteration 84> population: 16, bsize: 64, queue: 57, observed: 5185, best-error: 14.052242870023253 worst-error: 14.055785310471906 SearchModels iteration 85> population: 16, bsize: 64, queue: 59, observed: 5244, best-error: 14.051869266086587 worst-error: 14.054991524512577 SearchModels iteration 86> population: 16, bsize: 64, queue: 62, observed: 5306, best-error: 14.049061294059374 worst-error: 14.0541204557724 SearchModels iteration 87> population: 16, bsize: 64, queue: 58, observed: 5364, best-error: 14.049061294059374 worst-error: 14.05264941259352 SearchModels iteration 88> population: 16, bsize: 64, queue: 61, observed: 5425, best-error: 14.049061294059374 worst-error: 14.051335619566826 SearchModels iteration 89> population: 16, bsize: 64, queue: 57, observed: 5482, best-error: 14.049061294059374 worst-error: 14.050472487629056 SearchModels iteration 90> population: 16, bsize: 64, queue: 59, observed: 5541, best-error: 14.047695793713197 worst-error: 14.049880523366737 SearchModels iteration 91> population: 16, bsize: 64, queue: 59, observed: 5600, best-error: 14.047695793713197 worst-error: 14.049576590854203 SearchModels iteration 92> population: 16, bsize: 64, queue: 56, observed: 5656, best-error: 14.046817030475266 worst-error: 14.049061294059374 SearchModels iteration 93> population: 16, bsize: 64, queue: 60, observed: 5716, best-error: 14.045991381400686 worst-error: 14.048548249165673 SearchModels iteration 94> population: 16, bsize: 64, queue: 57, observed: 5773, best-error: 14.045701057581269 worst-error: 14.047739478660157 SearchModels iteration 95> population: 16, bsize: 64, queue: 59, observed: 5832, best-error: 14.045701057581269 worst-error: 14.046921958816432 SearchModels iteration 96> population: 16, bsize: 64, queue: 60, observed: 5892, best-error: 14.043392323411885 worst-error: 14.046262861497523 SearchModels iteration 97> population: 16, bsize: 64, queue: 57, observed: 5949, best-error: 14.043392323411885 worst-error: 14.046004734580388 SearchModels iteration 98> population: 16, bsize: 64, queue: 58, observed: 6007, best-error: 14.041870087749256 worst-error: 14.045382620913964 SearchModels iteration 99> population: 16, bsize: 64, queue: 58, observed: 6065, best-error: 14.041870087749256 worst-error: 14.04413012060309 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.91137604142265, 0.906210104008788, 0.613931978754975, 0.38823509905280884, 0.9394843830318518] 1 => ([-0.07034419042012698, 0.420374697565468, 0.4000365460143996, 0.39626596511950474, 0.9426833115319798] => 14.041061145561896) 2 => ([-0.07037437495282385, 0.42151534583225764, 0.400036546014915, 0.39626596511950474, 0.9426833115319798] => 14.041267861907205) 3 => ([-0.07032997947256736, 0.4246642352957279, 0.4000365460143996, 0.39626596511950474, 0.9426833115319798] => 14.041870087749256) 4 => ([-0.07076141922341671, 0.419815398042041, 0.40003654601437266, 0.39626596511950474, 0.9426833115319798] => 14.042423393180714) 5 => ([-0.07071923487642312, 0.42223159286199063, 0.4000365460147472, 0.39626596511950474, 0.9426833115319798] => 14.042522391441379) 6 => ([-0.07074032704991992, 0.42314377524010693, 0.40003654601455996, 0.39626596511950474, 0.9426833115319798] => 14.04278465991201) 7 => ([-0.07080217480895573, 0.42236514511725354, 0.4000365460147509, 0.39626596511950474, 0.9426833115319798] => 14.042821925414186) 8 => ([-0.07092830467836589, 0.4199500306583773, 0.40003654601446814, 0.39626596511950474, 0.9426833115319798] => 14.042979459137436) 9 => ([-0.07090920631207974, 0.4210200614240464, 0.40003654601462135, 0.39626596511950474, 0.9426833115319798] => 14.04298311891658) 10 => ([-0.0709197689628844, 0.4206653719371493, 0.40003654601464383, 0.39626596511950474, 0.9426833115319798] => 14.04298739022181) 11 => ([-0.0709349547518478, 0.41980717423514724, 0.4000365460147337, 0.39626596511950474, 0.9426833115319798] => 14.042998394175731) 12 => ([-0.07076141922341671, 0.42405595761822323, 0.40003654601437266, 0.39626596511950474, 0.9426833115319798] => 14.04310295576941) 13 => ([-0.07095079765995414, 0.4212385369594705, 0.400036546014476, 0.39626596511950474, 0.9426833115319798] => 14.043144119410254) 14 => ([-0.07098753736133971, 0.4214328094088437, 0.4000365460147472, 0.39626596511950474, 0.9426833115319798] => 14.043289177449143) 15 => ([-0.07098395032564901, 0.4217294569819489, 0.4000365460143079, 0.39626596511950474, 0.9426833115319798] => 14.043317744985217) 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: 172, observed: 1141, best-error: 0.9999999999999996 worst-error: 20.000000000000036 SearchModels iteration 2> population: 16, bsize: 32, queue: 157, observed: 1298, best-error: 0.07312500000000081 worst-error: 2.049999999999999 SearchModels iteration 3> population: 16, bsize: 32, queue: 169, observed: 1467, best-error: 0.023124999999999948 worst-error: 0.5199999999999998 SearchModels iteration 4> population: 16, bsize: 32, queue: 170, observed: 1637, best-error: 0.0016040039062500842 worst-error: 0.08972656250000015 SearchModels iteration 5> population: 16, bsize: 32, queue: 187, observed: 1824, best-error: 0.0016040039062500842 worst-error: 0.01890869140624999 SearchModels iteration 6> population: 16, bsize: 32, queue: 178, observed: 2002, best-error: 0.0001586914062500014 worst-error: 0.007480621337890436 SearchModels iteration 7> population: 16, bsize: 32, queue: 178, observed: 2180, best-error: 0.0001586914062500014 worst-error: 0.003839731216430736 SearchModels iteration 8> population: 16, bsize: 32, queue: 174, observed: 2354, best-error: 0.0 worst-error: 0.000658283829688834 SearchModels iteration 9> population: 16, bsize: 32, queue: 168, observed: 2522, best-error: 0.0 worst-error: 0.00013732910156245837 SearchModels iteration 10> population: 16, bsize: 32, queue: 165, observed: 2687, best-error: 0.0 worst-error: 2.032581716773131e-5 SearchModels iteration 11> population: 16, bsize: 32, queue: 173, observed: 2860, best-error: 0.0 worst-error: 4.731209628493074e-6 SearchModels iteration 12> population: 16, bsize: 32, queue: 165, observed: 3025, best-error: 0.0 worst-error: 7.103043117257548e-7 SearchModels iteration 13> population: 16, bsize: 32, queue: 164, observed: 3189, best-error: 0.0 worst-error: 4.8279995361574286e-8 SearchModels> stop by convergence error=(0.999951171875, 0.9999023437499999) => 2.384186359445557e-9, iter=14 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0, 0.9999999999999999) => 1.232595164407831e-30) 3 => ((1.0000000000000002, 1.0) => 1.9770826437101608e-29) 4 => ((1.0000000000000002, 0.9999999999999999) => 3.0864182916772087e-29) 5 => ((0.9999877929687502, 0.9999755859374998) => 1.4901161415460143e-10) 6 => ((0.9999877929687501, 0.9999755859374999) => 1.49011614157302e-10) 7 => ((1.00001220703125, 1.0000244140625) => 1.490116141600092e-10) 8 => ((1.00001220703125, 1.0000244140624999) => 1.4901161416001581e-10) 9 => ((0.9999755859375, 0.9999511718749999) => 5.960464832799704e-10) 10 => ((1.0000244140625, 1.000048828125) => 5.960464832854179e-10) 11 => ((1.0000366210937501, 1.0000732421874998) => 1.3411046873123103e-9) 12 => ((0.9999511718750002, 0.99990234375) => 2.384186359434768e-9) 13 => ((0.9999511718750002, 0.9999023437499999) => 2.384186359434821e-9) 14 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 15 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) ===== 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: 169, observed: 1135, best-error: 0.4999999999999999 worst-error: 30.500000000000004 SearchModels iteration 2> population: 16, bsize: 32, queue: 163, observed: 1298, best-error: 0.25000000000000044 worst-error: 5.078125 SearchModels iteration 3> population: 16, bsize: 32, queue: 158, observed: 1456, best-error: 0.25000000000000044 worst-error: 2.5 SearchModels iteration 4> population: 16, bsize: 32, queue: 157, observed: 1613, best-error: 0.049999999999999774 worst-error: 0.578125 SearchModels iteration 5> population: 16, bsize: 32, queue: 151, observed: 1764, best-error: 0.049999999999999774 worst-error: 0.3125 SearchModels iteration 6> population: 16, bsize: 32, queue: 158, observed: 1922, best-error: 0.049999999999999774 worst-error: 0.23788833618164065 SearchModels iteration 7> population: 16, bsize: 32, queue: 173, observed: 2095, best-error: 0.049999999999999774 worst-error: 0.15609390258789121 SearchModels iteration 8> population: 16, bsize: 32, queue: 165, observed: 2260, best-error: 0.049999999999999774 worst-error: 0.11662766456603996 SearchModels iteration 9> population: 16, bsize: 32, queue: 170, observed: 2430, best-error: 0.049999999999999774 worst-error: 0.09746079444885271 SearchModels iteration 10> population: 16, bsize: 32, queue: 172, observed: 2602, best-error: 0.049999999999999774 worst-error: 0.07613219320774084 SearchModels iteration 11> population: 16, bsize: 32, queue: 168, observed: 2770, best-error: 0.049999999999999774 worst-error: 0.06567642211914061 SearchModels iteration 12> population: 16, bsize: 32, queue: 174, observed: 2944, best-error: 0.049999999999999774 worst-error: 0.05926884710788728 SearchModels iteration 13> population: 16, bsize: 32, queue: 172, observed: 3116, best-error: 0.04777330458164225 worst-error: 0.05408249858766795 SearchModels iteration 14> population: 16, bsize: 32, queue: 178, observed: 3294, best-error: 0.040625000000000064 worst-error: 0.04889375630766153 SearchModels iteration 15> population: 16, bsize: 32, queue: 181, observed: 3475, best-error: 0.040625000000000064 worst-error: 0.04446592446649447 SearchModels iteration 16> population: 16, bsize: 32, queue: 163, observed: 3638, best-error: 0.040625000000000064 worst-error: 0.042171342296205665 SearchModels iteration 17> population: 16, bsize: 32, queue: 161, observed: 3799, best-error: 0.040625000000000064 worst-error: 0.041320371767369586 SearchModels iteration 18> population: 16, bsize: 32, queue: 161, observed: 3960, best-error: 0.040625000000000064 worst-error: 0.04094221544633235 SearchModels iteration 19> population: 16, bsize: 32, queue: 167, observed: 4127, best-error: 0.040625000000000064 worst-error: 0.04075785342300213 SearchModels iteration 20> population: 16, bsize: 32, queue: 147, observed: 4274, best-error: 0.04061434283968139 worst-error: 0.04065559593901583 SearchModels iteration 21> population: 16, bsize: 32, queue: 162, observed: 4436, best-error: 0.04047213292128618 worst-error: 0.040605610993298374 SearchModels iteration 22> population: 16, bsize: 32, queue: 159, observed: 4595, best-error: 0.04047213292128618 worst-error: 0.040543729394434715 SearchModels iteration 23> population: 16, bsize: 32, queue: 142, observed: 4737, best-error: 0.04046952977607304 worst-error: 0.040506848930227365 SearchModels iteration 24> population: 16, bsize: 32, queue: 149, observed: 4886, best-error: 0.04046952977607304 worst-error: 0.040486318408660196 SearchModels iteration 25> population: 16, bsize: 32, queue: 116, observed: 5002, best-error: 0.04046952977607304 worst-error: 0.04047635030214342 SearchModels iteration 26> population: 16, bsize: 32, queue: 108, observed: 5110, best-error: 0.04046952977607304 worst-error: 0.040471625642383165 SearchModels iteration 27> population: 16, bsize: 32, queue: 107, observed: 5217, best-error: 0.04046952800898639 worst-error: 0.040470141109336846 SearchModels iteration 28> population: 16, bsize: 32, queue: 103, observed: 5320, best-error: 0.04046952800898639 worst-error: 0.04046976564295559 SearchModels iteration 29> population: 16, bsize: 32, queue: 101, observed: 5421, best-error: 0.040469521376419154 worst-error: 0.04046961680424521 SearchModels> stop by convergence error=(0.7992075681686401, 0.6375) => 0.04046956473631384, iter=30 (of 300) 1 => ((0.799217438697815, 0.6375) => 0.0404695157234645) 2 => ((0.7992165803909301, 0.6375) => 0.04046951799945876) 3 => ((0.7992155075073242, 0.6375) => 0.040469521376419154) 4 => ((0.7992137908935547, 0.6375) => 0.04046952800898639) 5 => ((0.7992135763168335, 0.6375) => 0.04046952894444993) 6 => ((0.79923095703125, 0.6375) => 0.04046952977607304) 7 => ((0.7992129325866699, 0.6375) => 0.04046953189269692) 8 => ((0.7992125034332276, 0.6375) => 0.04046953397640839) 9 => ((0.7992116451263428, 0.6375) => 0.040469538427542966) 10 => ((0.7992105722427368, 0.6375) => 0.04046954452341894) 11 => ((0.7992101430892944, 0.6375) => 0.04046954712726682) 12 => ((0.7992094993591309, 0.6375) => 0.0404695512103569) 13 => ((0.7992090702056884, 0.6375) => 0.040469554050628916) 14 => ((0.7992088556289673, 0.6375) => 0.04046955550622845) 15 => ((0.7992082118988038, 0.6375) => 0.04046956001488094) Test Summary: | Total Time SearchModels.jl | 0 2.0s Testing SearchModels tests passed Testing completed after 20.2s PkgEval succeeded after 63.28s