Package evaluation of SearchModels on Julia 1.13.0-DEV.943 (cce193b1aa*) started at 2025-08-02T05:27:36.941 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.45s ################################################################################ # 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 v1.2.1 [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 v1.13.0 [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 To see why use `status --outdated -m` Installation completed after 1.19s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 21.64s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_9TKhXI/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_9TKhXI/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 v1.2.1 [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 v1.13.0 [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: 63, observed: 363, best-error: 47787.06482319714 worst-error: 2.104012908655594e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 59, observed: 422, best-error: 16269.865178011984 worst-error: 193363.01333606662 SearchModels iteration 3> population: 16, bsize: 64, queue: 56, observed: 478, best-error: 16269.865178011984 worst-error: 73453.7263149949 SearchModels iteration 4> population: 16, bsize: 64, queue: 59, observed: 537, best-error: 12338.314303811963 worst-error: 30569.394482261738 SearchModels iteration 5> population: 16, bsize: 64, queue: 60, observed: 597, best-error: 12338.314303811963 worst-error: 18275.950904766432 SearchModels iteration 6> population: 16, bsize: 64, queue: 54, observed: 651, best-error: 11590.699858866139 worst-error: 14915.584065210624 SearchModels iteration 7> population: 16, bsize: 64, queue: 59, observed: 710, best-error: 10080.37025931232 worst-error: 13499.686045796756 SearchModels iteration 8> population: 16, bsize: 64, queue: 63, observed: 773, best-error: 10080.37025931232 worst-error: 12381.592155670749 SearchModels iteration 9> population: 16, bsize: 64, queue: 59, observed: 832, best-error: 9710.221891039511 worst-error: 11610.422445040902 SearchModels iteration 10> population: 16, bsize: 64, queue: 60, observed: 892, best-error: 9684.936889491612 worst-error: 10443.180945873797 SearchModels iteration 11> population: 16, bsize: 64, queue: 61, observed: 953, best-error: 8658.057791346322 worst-error: 9783.600893068817 SearchModels iteration 12> population: 16, bsize: 64, queue: 53, observed: 1006, best-error: 8017.145089284126 worst-error: 9293.90956830349 SearchModels iteration 13> population: 16, bsize: 64, queue: 60, observed: 1066, best-error: 8002.33351921118 worst-error: 8893.8932754171 SearchModels iteration 14> population: 16, bsize: 64, queue: 56, observed: 1122, best-error: 7793.479471747213 worst-error: 8436.484294901076 SearchModels iteration 15> population: 16, bsize: 64, queue: 60, observed: 1182, best-error: 7793.479471747213 worst-error: 8206.274291985908 SearchModels iteration 16> population: 16, bsize: 64, queue: 61, observed: 1243, best-error: 7793.479471747213 worst-error: 8035.220794052766 SearchModels iteration 17> population: 16, bsize: 64, queue: 58, observed: 1301, best-error: 6816.424282476851 worst-error: 7894.277103816965 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1360, best-error: 188.80252696033 worst-error: 6671.757919216682 SearchModels iteration 19> population: 16, bsize: 64, queue: 59, observed: 1419, best-error: 188.80252696033 worst-error: 275.1317166783431 SearchModels iteration 20> population: 16, bsize: 64, queue: 52, observed: 1471, best-error: 183.23883837275 worst-error: 214.00116863126564 SearchModels iteration 21> population: 16, bsize: 64, queue: 52, observed: 1523, best-error: 178.1132681855699 worst-error: 188.80252696033 SearchModels iteration 22> population: 16, bsize: 64, queue: 55, observed: 1578, best-error: 174.48558091265429 worst-error: 181.1473108632161 SearchModels iteration 23> population: 16, bsize: 64, queue: 59, observed: 1637, best-error: 171.99349501975325 worst-error: 177.7323339411394 SearchModels iteration 24> population: 16, bsize: 64, queue: 56, observed: 1693, best-error: 168.96041934980022 worst-error: 174.95988977491888 SearchModels iteration 25> population: 16, bsize: 64, queue: 56, observed: 1749, best-error: 165.53033408282212 worst-error: 172.61099228853828 SearchModels iteration 26> population: 16, bsize: 64, queue: 57, observed: 1806, best-error: 161.39141623307148 worst-error: 170.28820096344634 SearchModels iteration 27> population: 16, bsize: 64, queue: 59, observed: 1865, best-error: 156.71075953521395 worst-error: 168.9005726890787 SearchModels iteration 28> population: 16, bsize: 64, queue: 57, observed: 1922, best-error: 156.71075953521395 worst-error: 165.2458249564751 SearchModels iteration 29> population: 16, bsize: 64, queue: 58, observed: 1980, best-error: 156.71075953521395 worst-error: 162.08362294586556 SearchModels iteration 30> population: 16, bsize: 64, queue: 58, observed: 2038, best-error: 156.53449789198186 worst-error: 160.69293527401103 SearchModels iteration 31> population: 16, bsize: 64, queue: 61, observed: 2099, best-error: 153.12194476149355 worst-error: 158.3163493906324 SearchModels iteration 32> population: 16, bsize: 64, queue: 58, observed: 2157, best-error: 152.38191931111027 worst-error: 156.50761893325617 SearchModels iteration 33> population: 16, bsize: 64, queue: 57, observed: 2214, best-error: 152.04534212225772 worst-error: 154.40661816919595 SearchModels iteration 34> population: 16, bsize: 64, queue: 59, observed: 2273, best-error: 150.42634716996764 worst-error: 153.23487562133133 SearchModels iteration 35> population: 16, bsize: 64, queue: 59, observed: 2332, best-error: 147.5371103701161 worst-error: 152.48512070770505 SearchModels iteration 36> population: 16, bsize: 64, queue: 58, observed: 2390, best-error: 147.5371103701161 worst-error: 151.0565958090687 SearchModels iteration 37> population: 16, bsize: 64, queue: 58, observed: 2448, best-error: 146.40461211560034 worst-error: 149.56607102618943 SearchModels iteration 38> population: 16, bsize: 64, queue: 61, observed: 2509, best-error: 145.8989014784036 worst-error: 148.1749741850946 SearchModels iteration 39> population: 16, bsize: 64, queue: 56, observed: 2565, best-error: 144.47251397924666 worst-error: 147.15680170471552 SearchModels iteration 40> population: 16, bsize: 64, queue: 56, observed: 2621, best-error: 144.47251397924666 worst-error: 146.76596767884212 SearchModels iteration 41> population: 16, bsize: 64, queue: 60, observed: 2681, best-error: 144.47251397924666 worst-error: 146.18973442595222 SearchModels iteration 42> population: 16, bsize: 64, queue: 56, observed: 2737, best-error: 143.8204283812382 worst-error: 145.43935533661238 SearchModels iteration 43> population: 16, bsize: 64, queue: 58, observed: 2795, best-error: 143.34500738602128 worst-error: 144.72951703879212 SearchModels iteration 44> population: 16, bsize: 64, queue: 60, observed: 2855, best-error: 143.34500738602128 worst-error: 144.0791950370005 SearchModels iteration 45> population: 16, bsize: 64, queue: 58, observed: 2913, best-error: 142.48274111404712 worst-error: 143.70541987607746 SearchModels iteration 46> population: 16, bsize: 64, queue: 56, observed: 2969, best-error: 142.29897617747574 worst-error: 143.46315646694538 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3027, best-error: 142.05280538644328 worst-error: 143.0341454104652 SearchModels iteration 48> population: 16, bsize: 64, queue: 61, observed: 3088, best-error: 141.83074273707257 worst-error: 142.6517940365128 SearchModels iteration 49> population: 16, bsize: 64, queue: 61, observed: 3149, best-error: 140.95111488898655 worst-error: 142.3359903340292 SearchModels iteration 50> population: 16, bsize: 64, queue: 56, observed: 3205, best-error: 140.95111488898655 worst-error: 141.9081535096751 SearchModels iteration 51> population: 16, bsize: 64, queue: 59, observed: 3264, best-error: 140.59498214997097 worst-error: 141.652954028637 SearchModels iteration 52> population: 16, bsize: 64, queue: 59, observed: 3323, best-error: 140.59498214997097 worst-error: 141.152309453094 SearchModels iteration 53> population: 16, bsize: 64, queue: 61, observed: 3384, best-error: 140.59498214997097 worst-error: 140.95111488898655 SearchModels iteration 54> population: 16, bsize: 64, queue: 57, observed: 3441, best-error: 140.2168959004658 worst-error: 140.85048616888054 SearchModels iteration 55> population: 16, bsize: 64, queue: 58, observed: 3499, best-error: 140.2168959004658 worst-error: 140.68461280928744 SearchModels iteration 56> population: 16, bsize: 64, queue: 59, observed: 3558, best-error: 140.2168959004658 worst-error: 140.48729227822872 SearchModels iteration 57> population: 16, bsize: 64, queue: 58, observed: 3616, best-error: 139.73304609257804 worst-error: 140.3758474741531 SearchModels iteration 58> population: 16, bsize: 64, queue: 58, observed: 3674, best-error: 139.73304609257804 worst-error: 140.30958369997447 SearchModels iteration 59> population: 16, bsize: 64, queue: 56, observed: 3730, best-error: 139.73304609257804 worst-error: 140.080358861952 SearchModels iteration 60> population: 16, bsize: 64, queue: 57, observed: 3787, best-error: 139.58210529462093 worst-error: 139.98380269109165 SearchModels iteration 61> population: 16, bsize: 64, queue: 53, observed: 3840, best-error: 139.24955807339975 worst-error: 139.8427805276242 SearchModels iteration 62> population: 16, bsize: 64, queue: 56, observed: 3896, best-error: 138.98585242095814 worst-error: 139.68837892707282 SearchModels iteration 63> population: 16, bsize: 64, queue: 59, observed: 3955, best-error: 138.98585242095814 worst-error: 139.443094145611 SearchModels iteration 64> population: 16, bsize: 64, queue: 59, observed: 4014, best-error: 138.8547176650949 worst-error: 139.21973769612646 SearchModels iteration 65> population: 16, bsize: 64, queue: 60, observed: 4074, best-error: 138.8547176650949 worst-error: 139.0473777984067 SearchModels iteration 66> population: 16, bsize: 64, queue: 58, observed: 4132, best-error: 138.7659490113582 worst-error: 138.984198410828 SearchModels iteration 67> population: 16, bsize: 64, queue: 62, observed: 4194, best-error: 138.7659490113582 worst-error: 138.9349148017182 SearchModels iteration 68> population: 16, bsize: 64, queue: 59, observed: 4253, best-error: 138.62136140231502 worst-error: 138.83144068541662 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4312, best-error: 138.54022798376639 worst-error: 138.68752958540298 SearchModels iteration 70> population: 16, bsize: 64, queue: 56, observed: 4368, best-error: 138.31437662151447 worst-error: 138.65055301265048 SearchModels iteration 71> population: 16, bsize: 64, queue: 61, observed: 4429, best-error: 138.0845915903498 worst-error: 138.6159634284026 SearchModels iteration 72> population: 16, bsize: 64, queue: 62, observed: 4491, best-error: 138.0845915903498 worst-error: 138.50029661172317 SearchModels iteration 73> population: 16, bsize: 64, queue: 59, observed: 4550, best-error: 138.0845915903498 worst-error: 138.33992559456212 SearchModels iteration 74> population: 16, bsize: 64, queue: 56, observed: 4606, best-error: 137.79616420550107 worst-error: 138.21112950434033 SearchModels iteration 75> population: 16, bsize: 64, queue: 57, observed: 4663, best-error: 137.79616420550107 worst-error: 138.09212091928572 SearchModels iteration 76> population: 16, bsize: 64, queue: 62, observed: 4725, best-error: 137.69138623152557 worst-error: 137.96102997243304 SearchModels iteration 77> population: 16, bsize: 64, queue: 58, observed: 4783, best-error: 137.43230253982247 worst-error: 137.86490049062786 SearchModels iteration 78> population: 16, bsize: 64, queue: 59, observed: 4842, best-error: 137.43230253982247 worst-error: 137.75434030368888 SearchModels iteration 79> population: 16, bsize: 64, queue: 55, observed: 4897, best-error: 137.37067092898525 worst-error: 137.6038694428445 SearchModels iteration 80> population: 16, bsize: 64, queue: 58, observed: 4955, best-error: 137.27345842122227 worst-error: 137.50533477674898 SearchModels iteration 81> population: 16, bsize: 64, queue: 59, observed: 5014, best-error: 137.25502435636545 worst-error: 137.42857377759532 SearchModels iteration 82> population: 16, bsize: 64, queue: 58, observed: 5072, best-error: 137.07870775174885 worst-error: 137.3477234105449 SearchModels iteration 83> population: 16, bsize: 64, queue: 54, observed: 5126, best-error: 137.07870775174885 worst-error: 137.28887818718712 SearchModels iteration 84> population: 16, bsize: 64, queue: 57, observed: 5183, best-error: 136.92008536758334 worst-error: 137.20874241193331 SearchModels iteration 85> population: 16, bsize: 64, queue: 58, observed: 5241, best-error: 136.92008536758334 worst-error: 137.12876696722645 SearchModels iteration 86> population: 16, bsize: 64, queue: 60, observed: 5301, best-error: 136.6983496707768 worst-error: 137.0516964960919 SearchModels iteration 87> population: 16, bsize: 64, queue: 60, observed: 5361, best-error: 136.6983496707768 worst-error: 136.94211318162758 SearchModels iteration 88> population: 16, bsize: 64, queue: 56, observed: 5417, best-error: 136.6983496707768 worst-error: 136.85513287954265 SearchModels iteration 89> population: 16, bsize: 64, queue: 56, observed: 5473, best-error: 136.57519303257567 worst-error: 136.78192543647214 SearchModels iteration 90> population: 16, bsize: 64, queue: 61, observed: 5534, best-error: 136.57519303257567 worst-error: 136.6786609073508 SearchModels iteration 91> population: 16, bsize: 64, queue: 57, observed: 5591, best-error: 136.42490138242306 worst-error: 136.6077814387322 SearchModels iteration 92> population: 16, bsize: 64, queue: 59, observed: 5650, best-error: 136.26701529384727 worst-error: 136.50436966097325 SearchModels iteration 93> population: 16, bsize: 64, queue: 60, observed: 5710, best-error: 136.21912196203718 worst-error: 136.41686744286883 SearchModels iteration 94> population: 16, bsize: 64, queue: 56, observed: 5766, best-error: 135.99717297650835 worst-error: 136.30719068089772 SearchModels iteration 95> population: 16, bsize: 64, queue: 54, observed: 5820, best-error: 135.99717297650835 worst-error: 136.24261205647784 SearchModels iteration 96> population: 16, bsize: 64, queue: 59, observed: 5879, best-error: 135.93179573120787 worst-error: 136.16232413834626 SearchModels iteration 97> population: 16, bsize: 64, queue: 59, observed: 5938, best-error: 135.73089620272114 worst-error: 136.02864413755435 SearchModels iteration 98> population: 16, bsize: 64, queue: 59, observed: 5997, best-error: 135.73089620272114 worst-error: 135.97347939180653 SearchModels iteration 99> population: 16, bsize: 64, queue: 57, observed: 6054, best-error: 135.54409896008747 worst-error: 135.86377066377077 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.6930491053617415, 0.9534702452106747, 0.6606790379323919, 0.6442651688515818, 0.8653210003319407] 1 => ([2.3436588154252043, 0.024660994950887194, -0.2602824524101305, 0.6557334192886926, 0.877732268882669] => 135.54409896008747) 2 => ([2.3314682023521125, 0.02453762731080763, -0.2629115680910409, 0.6557334192886926, 0.877732268882669] => 135.64362527029527) 3 => ([2.3271894551370753, 0.02538141852743523, -0.25975147169870333, 0.6557334192886926, 0.877732268882669] => 135.66939176788884) 4 => ([2.3271894551370753, 0.025130117353896267, -0.25975147169870333, 0.6557334192886926, 0.877732268882669] => 135.6733387719995) 5 => ([2.326690567047133, 0.02475026380102812, -0.26283383463605536, 0.6557334192886926, 0.877732268882669] => 135.67941010626168) 6 => ([2.3253916794198446, 0.02484329486166798, -0.26082113241000826, 0.6557334192886926, 0.877732268882669] => 135.6866916663753) 7 => ([2.3237881880054543, 0.02476990556562225, -0.26132883817410735, 0.6557334192886926, 0.877732268882669] => 135.69990576456505) 8 => ([2.320222227270952, 0.024910095909987065, -0.2629115680910409, 0.6557334192886926, 0.877732268882669] => 135.73089620272114) 9 => ([2.3199830784122355, 0.024783003583915705, -0.2629115680910409, 0.6557334192886926, 0.877732268882669] => 135.73487912644066) 10 => ([2.3193802304877305, 0.024822359923100154, -0.26273861532530896, 0.6557334192886926, 0.877732268882669] => 135.73831353544034) 11 => ([2.3197439295535185, 0.024655911257844342, -0.2629115680910409, 0.6557334192886926, 0.877732268882669] => 135.73886325214335) 12 => ([2.3185737553319843, 0.02486074120188364, -0.2612409277591573, 0.6557334192886926, 0.877732268882669] => 135.74121977072198) 13 => ([2.31715699927578, 0.025077856063172515, -0.2605556420542947, 0.6557334192886926, 0.877732268882669] => 135.75093763920486) 14 => ([2.316887850071998, 0.02505712073969442, -0.2614688641553544, 0.6557334192886926, 0.877732268882669] => 135.7518490467283) 15 => ([2.317817814258502, 0.024742663433249414, -0.2627959416625554, 0.6557334192886926, 0.877732268882669] => 135.75281765731359) Test Summary: | Total Time SearchModels.jl | 0 6.1s ===== 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: 165, observed: 1134, best-error: 0.20000000000000026 worst-error: 13.12 SearchModels iteration 2> population: 16, bsize: 32, queue: 161, observed: 1295, best-error: 0.17000000000000118 worst-error: 2.12000000000001 SearchModels iteration 3> population: 16, bsize: 32, queue: 157, observed: 1452, best-error: 0.07812499999999989 worst-error: 1.37 SearchModels iteration 4> population: 16, bsize: 32, queue: 163, observed: 1615, best-error: 0.053125000000001824 worst-error: 0.7200000000000061 SearchModels iteration 5> population: 16, bsize: 32, queue: 173, observed: 1788, best-error: 0.016601562500000028 worst-error: 0.4500000000000059 SearchModels iteration 6> population: 16, bsize: 32, queue: 169, observed: 1957, best-error: 0.016601562500000028 worst-error: 0.24136962890625063 SearchModels iteration 7> population: 16, bsize: 32, queue: 173, observed: 2130, best-error: 0.0031249999999997335 worst-error: 0.11035156249999992 SearchModels iteration 8> population: 16, bsize: 32, queue: 173, observed: 2303, best-error: 0.0031249999999997335 worst-error: 0.030664062500000002 SearchModels iteration 9> population: 16, bsize: 32, queue: 173, observed: 2476, best-error: 0.0031249999999997335 worst-error: 0.011594305634498108 SearchModels iteration 10> population: 16, bsize: 32, queue: 177, observed: 2653, best-error: 0.0031249999999997335 worst-error: 0.006137544440571375 SearchModels iteration 11> population: 16, bsize: 32, queue: 171, observed: 2824, best-error: 0.0023965936899186836 worst-error: 0.0044702395076458125 SearchModels iteration 12> population: 16, bsize: 32, queue: 175, observed: 2999, best-error: 0.0023965936899186836 worst-error: 0.0031558821885937535 SearchModels iteration 13> population: 16, bsize: 32, queue: 165, observed: 3164, best-error: 0.0022812301293014766 worst-error: 0.002667806337121934 SearchModels iteration 14> population: 16, bsize: 32, queue: 164, observed: 3328, best-error: 0.002226076191436739 worst-error: 0.002416495011247023 SearchModels iteration 15> population: 16, bsize: 32, queue: 158, observed: 3486, best-error: 0.0021995360427536415 worst-error: 0.002300857800984242 SearchModels iteration 16> population: 16, bsize: 32, queue: 154, observed: 3640, best-error: 0.002185431535657 worst-error: 0.0022454404708741604 SearchModels iteration 17> population: 16, bsize: 32, queue: 166, observed: 3806, best-error: 0.002185431535657 worst-error: 0.0022209505736015232 SearchModels iteration 18> population: 16, bsize: 32, queue: 175, observed: 3981, best-error: 0.002185431535657 worst-error: 0.002203143005530198 SearchModels iteration 19> population: 16, bsize: 32, queue: 141, observed: 4122, best-error: 0.002183572453328828 worst-error: 0.002192883215060674 SearchModels iteration 20> population: 16, bsize: 32, queue: 122, observed: 4244, best-error: 0.002183572453328828 worst-error: 0.002186260210343847 SearchModels iteration 21> population: 16, bsize: 32, queue: 88, observed: 4332, best-error: 0.0021835505992102515 worst-error: 0.002184344378872477 SearchModels iteration 22> population: 16, bsize: 32, queue: 76, observed: 4408, best-error: 0.002183546574052409 worst-error: 0.002183632568750052 SearchModels> stop by convergence error=(1.0466800689697264, 1.0957519531250002) => 0.0021835566419453273, iter=23 (of 300) 1 => ((1.0466754913330076, 1.0957519531250002) => 0.002183546286962032) 2 => ((1.046674633026123, 1.0957519531250002) => 0.0021835463944365153) 3 => ((1.0466757774353026, 1.0957519531250002) => 0.0021835463949284647) 4 => ((1.046674346923828, 1.0957519531250002) => 0.002183546574052409) 5 => ((1.0466766357421875, 1.0957519531250002) => 0.0021835471502023754) 6 => ((1.046677207946777, 1.0957519531250002) => 0.0021835480131977406) 7 => ((1.0466772079467772, 1.0957519531250002) => 0.002183548013197742) 8 => ((1.046677780151367, 1.0957519531250002) => 0.0021835491637771905) 9 => ((1.0466723442077637, 1.0957519531250002) => 0.0021835498444325277) 10 => ((1.0466720581054685, 1.0957519531250002) => 0.0021835505992102515) 11 => ((1.0466789245605468, 1.0957519531250002) => 0.0021835523276902574) 12 => ((1.0466711997985838, 1.0957519531250002) => 0.0021835532949129595) 13 => ((1.0466792106628418, 1.0957519531250002) => 0.0021835532984093176) 14 => ((1.046670913696289, 1.0957519531250002) => 0.002183554337270177) 15 => ((1.0466794967651367, 1.0957519531250002) => 0.002183554341024806) ===== 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: 155, observed: 1129, best-error: 0.3200000000000003 worst-error: 12.81999999999999 SearchModels iteration 2> population: 16, bsize: 32, queue: 154, observed: 1283, best-error: 0.3200000000000003 worst-error: 2.9000000000000004 SearchModels iteration 3> population: 16, bsize: 32, queue: 143, observed: 1426, best-error: 0.25 worst-error: 0.5199999999999996 SearchModels iteration 4> population: 16, bsize: 32, queue: 149, observed: 1575, best-error: 0.22566406249999998 worst-error: 0.33378906249999996 SearchModels iteration 5> population: 16, bsize: 32, queue: 147, observed: 1722, best-error: 0.21062499999999987 worst-error: 0.265625 SearchModels iteration 6> population: 16, bsize: 32, queue: 152, observed: 1874, best-error: 0.19214126586914065 worst-error: 0.23324462890625008 SearchModels iteration 7> population: 16, bsize: 32, queue: 170, observed: 2044, best-error: 0.19214126586914065 worst-error: 0.21079239845275863 SearchModels iteration 8> population: 16, bsize: 32, queue: 172, observed: 2216, best-error: 0.19214126586914065 worst-error: 0.199673318862915 SearchModels iteration 9> population: 16, bsize: 32, queue: 147, observed: 2363, best-error: 0.188821268081665 worst-error: 0.19345087949186562 SearchModels iteration 10> population: 16, bsize: 32, queue: 151, observed: 2514, best-error: 0.1881244099512696 worst-error: 0.18962179668480522 SearchModels iteration 11> population: 16, bsize: 32, queue: 145, observed: 2659, best-error: 0.1881244099512696 worst-error: 0.18865977260065842 SearchModels iteration 12> population: 16, bsize: 32, queue: 133, observed: 2792, best-error: 0.1881244099512696 worst-error: 0.18834728891074518 SearchModels iteration 13> population: 16, bsize: 32, queue: 115, observed: 2907, best-error: 0.18812440995126958 worst-error: 0.18819917243676224 SearchModels iteration 14> population: 16, bsize: 32, queue: 94, observed: 3001, best-error: 0.18812433130810002 worst-error: 0.18813694863742111 SearchModels iteration 15> population: 16, bsize: 32, queue: 89, observed: 3090, best-error: 0.18812429267487912 worst-error: 0.18812569743646976 SearchModels iteration 16> population: 16, bsize: 32, queue: 85, observed: 3175, best-error: 0.18812429250402787 worst-error: 0.1881245270617677 SearchModels iteration 17> population: 16, bsize: 32, queue: 78, observed: 3253, best-error: 0.18812428771743311 worst-error: 0.18812440908461633 SearchModels iteration 18> population: 16, bsize: 32, queue: 94, observed: 3347, best-error: 0.18812428771743311 worst-error: 0.18812430737667588 SearchModels> stop by convergence error=(0.5679321289062501, 0.31875000000000003) => 0.18812429250402787, iter=19 (of 300) 1 => ((0.567938232421875, 0.31875000000000003) => 0.18812428771743311) 2 => ((0.5679382324218751, 0.31875000000000003) => 0.18812428771743311) 3 => ((0.5679382324218749, 0.31875000000000003) => 0.18812428771743314) 4 => ((0.5679367065429688, 0.31875000000000003) => 0.18812428800059008) 5 => ((0.5679397583007812, 0.31875000000000003) => 0.18812428804327871) 6 => ((0.5679397583007814, 0.31875000000000003) => 0.18812428804327871) 7 => ((0.5679351806640625, 0.31875000000000003) => 0.18812428889274477) 8 => ((0.5679351806640626, 0.31875000000000003) => 0.1881242888927448) 9 => ((0.5679351806640627, 0.31875000000000003) => 0.1881242888927448) 10 => ((0.5679412841796876, 0.31875000000000003) => 0.1881242889781317) 11 => ((0.5679336547851563, 0.31875000000000003) => 0.18812429039389233) 12 => ((0.5679336547851562, 0.31875000000000003) => 0.18812429039389233) 13 => ((0.5679428100585937, 0.31875000000000003) => 0.18812429052199686) 14 => ((0.5679428100585938, 0.31875000000000003) => 0.18812429052199686) 15 => ((0.5679428100585939, 0.31875000000000003) => 0.1881242905219969) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 20.84s PkgEval succeeded after 65.64s