Package evaluation of SearchModels on Julia 1.13.0-DEV.794 (d7c70bcbab*) started at 2025-07-02T08:03:18.153 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.12s ################################################################################ # 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 v4.17.0 [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 v1.12.0 [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 v5.13.1+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 To see why use `status --outdated -m` Installation completed after 1.04s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 19.68s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_3vs7UM/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_3vs7UM/Manifest.toml` [34da2185] Compat v4.17.0 [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 v1.12.0 [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 v5.13.1+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: 60, observed: 360, best-error: 61506.65485141589 worst-error: 668132.2696246745 SearchModels iteration 2> population: 16, bsize: 64, queue: 58, observed: 418, best-error: 1294.8174990656687 worst-error: 211446.88217020873 SearchModels iteration 3> population: 16, bsize: 64, queue: 60, observed: 478, best-error: 1294.8174990656687 worst-error: 56464.00435475737 SearchModels iteration 4> population: 16, bsize: 64, queue: 58, observed: 536, best-error: 1294.8174990656687 worst-error: 11755.716203061429 SearchModels iteration 5> population: 16, bsize: 64, queue: 59, observed: 595, best-error: 652.1568157276636 worst-error: 3490.7811743800994 SearchModels iteration 6> population: 16, bsize: 64, queue: 61, observed: 656, best-error: 321.3578575009585 worst-error: 927.8774761377009 SearchModels iteration 7> population: 16, bsize: 64, queue: 54, observed: 710, best-error: 252.21444630946596 worst-error: 383.779773349279 SearchModels iteration 8> population: 16, bsize: 64, queue: 59, observed: 769, best-error: 237.66133765643264 worst-error: 299.6512515049947 SearchModels iteration 9> population: 16, bsize: 64, queue: 63, observed: 832, best-error: 217.94505979622124 worst-error: 261.47882150411755 SearchModels iteration 10> population: 16, bsize: 64, queue: 61, observed: 893, best-error: 215.07232496945417 worst-error: 243.62412300087516 SearchModels iteration 11> population: 16, bsize: 64, queue: 63, observed: 956, best-error: 208.81131648475989 worst-error: 225.420625805775 SearchModels iteration 12> population: 16, bsize: 64, queue: 59, observed: 1015, best-error: 196.77623775525183 worst-error: 215.21463099285464 SearchModels iteration 13> population: 16, bsize: 64, queue: 57, observed: 1072, best-error: 196.77623775525183 worst-error: 209.13376337291555 SearchModels iteration 14> population: 16, bsize: 64, queue: 60, observed: 1132, best-error: 196.77623775525183 worst-error: 203.2145900139654 SearchModels iteration 15> population: 16, bsize: 64, queue: 59, observed: 1191, best-error: 194.07096812062585 worst-error: 200.0398596669313 SearchModels iteration 16> population: 16, bsize: 64, queue: 56, observed: 1247, best-error: 193.45816011193938 worst-error: 197.81753431957765 SearchModels iteration 17> population: 16, bsize: 64, queue: 57, observed: 1304, best-error: 191.69685954418162 worst-error: 193.90793057419793 SearchModels iteration 18> population: 16, bsize: 64, queue: 58, observed: 1362, best-error: 191.69685954418162 worst-error: 192.7142166413278 SearchModels iteration 19> population: 16, bsize: 64, queue: 56, observed: 1418, best-error: 191.61819704501207 worst-error: 192.08399217039442 SearchModels iteration 20> population: 16, bsize: 64, queue: 59, observed: 1477, best-error: 190.5431829812963 worst-error: 191.76056529089522 SearchModels iteration 21> population: 16, bsize: 64, queue: 60, observed: 1537, best-error: 190.5431829812963 worst-error: 191.6298053495787 SearchModels iteration 22> population: 16, bsize: 64, queue: 61, observed: 1598, best-error: 190.46981275076755 worst-error: 190.78916212402493 SearchModels iteration 23> population: 16, bsize: 64, queue: 55, observed: 1653, best-error: 189.34686775159702 worst-error: 190.52069307486948 SearchModels iteration 24> population: 16, bsize: 64, queue: 57, observed: 1710, best-error: 189.34686775159702 worst-error: 190.3567629314884 SearchModels iteration 25> population: 16, bsize: 64, queue: 59, observed: 1769, best-error: 189.2928209670868 worst-error: 189.8613876137882 SearchModels iteration 26> population: 16, bsize: 64, queue: 58, observed: 1827, best-error: 188.85310816730706 worst-error: 189.53532084456887 SearchModels iteration 27> population: 16, bsize: 64, queue: 59, observed: 1886, best-error: 188.85310816730706 worst-error: 189.36332519825663 SearchModels iteration 28> population: 16, bsize: 64, queue: 59, observed: 1945, best-error: 188.85310816730706 worst-error: 189.17880521700863 SearchModels iteration 29> population: 16, bsize: 64, queue: 59, observed: 2004, best-error: 188.52356556410072 worst-error: 189.05589111117 SearchModels iteration 30> population: 16, bsize: 64, queue: 58, observed: 2062, best-error: 188.29207383758106 worst-error: 188.7872356383974 SearchModels iteration 31> population: 16, bsize: 64, queue: 62, observed: 2124, best-error: 188.29207383758106 worst-error: 188.52763141757382 SearchModels iteration 32> population: 16, bsize: 64, queue: 59, observed: 2183, best-error: 188.29207383758106 worst-error: 188.46731786993277 SearchModels iteration 33> population: 16, bsize: 64, queue: 60, observed: 2243, best-error: 188.29207383758106 worst-error: 188.3827562486951 SearchModels iteration 34> population: 16, bsize: 64, queue: 60, observed: 2303, best-error: 188.29207383758106 worst-error: 188.35122076709771 SearchModels iteration 35> population: 16, bsize: 64, queue: 58, observed: 2361, best-error: 188.0276134316483 worst-error: 188.31673170400578 SearchModels iteration 36> population: 16, bsize: 64, queue: 62, observed: 2423, best-error: 187.7352563992452 worst-error: 188.3067990694232 SearchModels iteration 37> population: 16, bsize: 64, queue: 61, observed: 2484, best-error: 187.7352563992452 worst-error: 188.2317093193116 SearchModels iteration 38> population: 16, bsize: 64, queue: 60, observed: 2544, best-error: 187.7352563992452 worst-error: 188.0523650851304 SearchModels iteration 39> population: 16, bsize: 64, queue: 60, observed: 2604, best-error: 187.7352563992452 worst-error: 188.01007759794976 SearchModels iteration 40> population: 16, bsize: 64, queue: 56, observed: 2660, best-error: 187.7352563992452 worst-error: 187.87438622377186 SearchModels iteration 41> population: 16, bsize: 64, queue: 57, observed: 2717, best-error: 187.586485214003 worst-error: 187.80879157793495 SearchModels iteration 42> population: 16, bsize: 64, queue: 59, observed: 2776, best-error: 187.30569603052885 worst-error: 187.74399378329124 SearchModels iteration 43> population: 16, bsize: 64, queue: 58, observed: 2834, best-error: 187.10815053528324 worst-error: 187.60483375611847 SearchModels iteration 44> population: 16, bsize: 64, queue: 59, observed: 2893, best-error: 186.9026247741229 worst-error: 187.36415997130388 SearchModels iteration 45> population: 16, bsize: 64, queue: 56, observed: 2949, best-error: 186.87218909783456 worst-error: 187.1959094577503 SearchModels iteration 46> population: 16, bsize: 64, queue: 60, observed: 3009, best-error: 186.87218909783456 worst-error: 187.07263917222653 SearchModels iteration 47> population: 16, bsize: 64, queue: 61, observed: 3070, best-error: 186.66537201653804 worst-error: 186.96773909307637 SearchModels iteration 48> population: 16, bsize: 64, queue: 58, observed: 3128, best-error: 186.60029978759277 worst-error: 186.8638736987378 SearchModels iteration 49> population: 16, bsize: 64, queue: 59, observed: 3187, best-error: 186.4612167304744 worst-error: 186.7543108426868 SearchModels iteration 50> population: 16, bsize: 64, queue: 59, observed: 3246, best-error: 186.4612167304744 worst-error: 186.68593711042973 SearchModels iteration 51> population: 16, bsize: 64, queue: 56, observed: 3302, best-error: 186.4612167304744 worst-error: 186.62633470515934 SearchModels iteration 52> population: 16, bsize: 64, queue: 58, observed: 3360, best-error: 186.34996451451426 worst-error: 186.52413894069252 SearchModels iteration 53> population: 16, bsize: 64, queue: 60, observed: 3420, best-error: 186.34673393039347 worst-error: 186.4612167304744 SearchModels iteration 54> population: 16, bsize: 64, queue: 58, observed: 3478, best-error: 186.27888729184144 worst-error: 186.40050673364811 SearchModels iteration 55> population: 16, bsize: 64, queue: 60, observed: 3538, best-error: 186.10780199799606 worst-error: 186.35810933852557 SearchModels iteration 56> population: 16, bsize: 64, queue: 60, observed: 3598, best-error: 185.99690462084715 worst-error: 186.30828302108006 SearchModels iteration 57> population: 16, bsize: 64, queue: 62, observed: 3660, best-error: 185.8855421160932 worst-error: 186.1323652013665 SearchModels iteration 58> population: 16, bsize: 64, queue: 59, observed: 3719, best-error: 185.72621973964985 worst-error: 186.05991107419726 SearchModels iteration 59> population: 16, bsize: 64, queue: 56, observed: 3775, best-error: 185.72621973964985 worst-error: 185.96950004462232 SearchModels iteration 60> population: 16, bsize: 64, queue: 58, observed: 3833, best-error: 185.6996196450116 worst-error: 185.86949522839265 SearchModels iteration 61> population: 16, bsize: 64, queue: 56, observed: 3889, best-error: 185.6996196450116 worst-error: 185.8100628789156 SearchModels iteration 62> population: 16, bsize: 64, queue: 58, observed: 3947, best-error: 185.6996196450116 worst-error: 185.7741253424884 SearchModels iteration 63> population: 16, bsize: 64, queue: 58, observed: 4005, best-error: 185.57310736645024 worst-error: 185.74359307200632 SearchModels iteration 64> population: 16, bsize: 64, queue: 58, observed: 4063, best-error: 185.55100025751517 worst-error: 185.72396379961128 SearchModels iteration 65> population: 16, bsize: 64, queue: 57, observed: 4120, best-error: 185.45142947403295 worst-error: 185.65408937288936 SearchModels iteration 66> population: 16, bsize: 64, queue: 59, observed: 4179, best-error: 185.44729056132394 worst-error: 185.55100025751517 SearchModels iteration 67> population: 16, bsize: 64, queue: 60, observed: 4239, best-error: 185.42399013945035 worst-error: 185.48755336727675 SearchModels iteration 68> population: 16, bsize: 64, queue: 57, observed: 4296, best-error: 185.31424452250607 worst-error: 185.452104590279 SearchModels iteration 69> population: 16, bsize: 64, queue: 58, observed: 4354, best-error: 185.31424452250607 worst-error: 185.42399013945035 SearchModels iteration 70> population: 16, bsize: 64, queue: 60, observed: 4414, best-error: 185.31424452250607 worst-error: 185.37672356947678 SearchModels iteration 71> population: 16, bsize: 64, queue: 60, observed: 4474, best-error: 185.31424452250607 worst-error: 185.3437410989594 SearchModels iteration 72> population: 16, bsize: 64, queue: 61, observed: 4535, best-error: 185.0970368791965 worst-error: 185.33199319600376 SearchModels iteration 73> population: 16, bsize: 64, queue: 59, observed: 4594, best-error: 185.0970368791965 worst-error: 185.3220033543632 SearchModels iteration 74> population: 16, bsize: 64, queue: 59, observed: 4653, best-error: 185.0970368791965 worst-error: 185.2617894923834 SearchModels iteration 75> population: 16, bsize: 64, queue: 61, observed: 4714, best-error: 185.0970368791965 worst-error: 185.20667727105007 SearchModels iteration 76> population: 16, bsize: 64, queue: 59, observed: 4773, best-error: 185.0970368791965 worst-error: 185.17768070742846 SearchModels iteration 77> population: 16, bsize: 64, queue: 58, observed: 4831, best-error: 185.05025632456872 worst-error: 185.13649814519343 SearchModels iteration 78> population: 16, bsize: 64, queue: 58, observed: 4889, best-error: 185.03865210782695 worst-error: 185.1035933231423 SearchModels iteration 79> population: 16, bsize: 64, queue: 59, observed: 4948, best-error: 184.96266772712724 worst-error: 185.07357822216096 SearchModels iteration 80> population: 16, bsize: 64, queue: 59, observed: 5007, best-error: 184.8751354177858 worst-error: 185.0347573264141 SearchModels iteration 81> population: 16, bsize: 64, queue: 58, observed: 5065, best-error: 184.8751354177858 worst-error: 184.99156058068274 SearchModels iteration 82> population: 16, bsize: 64, queue: 58, observed: 5123, best-error: 184.79285598818754 worst-error: 184.95267173239426 SearchModels iteration 83> population: 16, bsize: 64, queue: 62, observed: 5185, best-error: 184.79285598818754 worst-error: 184.9181772748418 SearchModels iteration 84> population: 16, bsize: 64, queue: 59, observed: 5244, best-error: 184.61521284510962 worst-error: 184.8751354177858 SearchModels iteration 85> population: 16, bsize: 64, queue: 62, observed: 5306, best-error: 184.61521284510962 worst-error: 184.8274028049534 SearchModels iteration 86> population: 16, bsize: 64, queue: 59, observed: 5365, best-error: 184.54297870317438 worst-error: 184.7755171663657 SearchModels iteration 87> population: 16, bsize: 64, queue: 58, observed: 5423, best-error: 184.54297870317438 worst-error: 184.6810699512735 SearchModels iteration 88> population: 16, bsize: 64, queue: 59, observed: 5482, best-error: 184.52684173969712 worst-error: 184.62157151276986 SearchModels iteration 89> population: 16, bsize: 64, queue: 60, observed: 5542, best-error: 184.45450864555653 worst-error: 184.57883239223642 SearchModels iteration 90> population: 16, bsize: 64, queue: 60, observed: 5602, best-error: 184.45450864555653 worst-error: 184.5347579920812 SearchModels iteration 91> population: 16, bsize: 64, queue: 61, observed: 5663, best-error: 184.3500045919069 worst-error: 184.50443957187088 SearchModels iteration 92> population: 16, bsize: 64, queue: 61, observed: 5724, best-error: 184.26115286448467 worst-error: 184.43168310806442 SearchModels iteration 93> population: 16, bsize: 64, queue: 59, observed: 5783, best-error: 184.26115286448467 worst-error: 184.37854527453672 SearchModels iteration 94> population: 16, bsize: 64, queue: 57, observed: 5840, best-error: 184.26115286448467 worst-error: 184.3286753956558 SearchModels iteration 95> population: 16, bsize: 64, queue: 56, observed: 5896, best-error: 184.23689696143347 worst-error: 184.301207834801 SearchModels iteration 96> population: 16, bsize: 64, queue: 58, observed: 5954, best-error: 184.21203132174088 worst-error: 184.27793507744266 SearchModels iteration 97> population: 16, bsize: 64, queue: 57, observed: 6011, best-error: 184.20834514515582 worst-error: 184.2524015392955 SearchModels iteration 98> population: 16, bsize: 64, queue: 57, observed: 6068, best-error: 184.09971487975244 worst-error: 184.23072086372665 SearchModels iteration 99> population: 16, bsize: 64, queue: 58, observed: 6126, best-error: 184.04617028905918 worst-error: 184.18935287751046 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.11564272379375828, 0.5894425350280847, 0.24256962596901188, 0.8856526420107782, 0.3154854816381625] 1 => ([-0.7284546075686377, -0.459628403546167, -0.7088214286115715, 0.9002001539263897, 0.32887122228262167] => 184.04617028905918) 2 => ([-0.7199870833997297, -0.4658602575229773, -0.7055674096634723, 0.9002001539264628, 0.3288712222825855] => 184.0510480438235) 3 => ([-0.7245190917127641, -0.46805752711188003, -0.7089263750899006, 0.9002001539264425, 0.3288712222825955] => 184.09971487975244) 4 => ([-0.7264868496407009, -0.466206892233629, -0.7088739018507361, 0.9002001539264162, 0.32887122228260857] => 184.09986548115376) 5 => ([-0.7245190917127641, -0.46810433754563463, -0.7089263750899006, 0.9002001539264425, 0.3288712222825955] => 184.10026953057093) 6 => ([-0.7277450963978227, -0.46407667393366603, -0.7116075050780668, 0.9002001539264121, 0.3288712222826106] => 184.1013920523536) 7 => ([-0.7281669864911144, -0.4648500183370188, -0.7089128301260602, 0.9002001539264354, 0.328871222282599] => 184.1026880750316) 8 => ([-0.7277072586202895, -0.46548451516135175, -0.7088388556063707, 0.9002001539263979, 0.32887122228261767] => 184.10504026045248) 9 => ([-0.7321336712432267, -0.46194975911963254, -0.7088214286115715, 0.9002001539263897, 0.32887122228262167] => 184.11350173629694) 10 => ([-0.725777338469886, -0.46829123571652254, -0.7116599783172313, 0.9002001539264384, 0.3288712222825976] => 184.1290537923578) 11 => ([-0.7262372076092194, -0.46919313978257265, -0.7089621304512893, 0.9002001539264602, 0.3288712222825867] => 184.1323070349169) 12 => ([-0.7257395006923527, -0.46969907694420826, -0.7088913288455352, 0.9002001539264242, 0.32887122228260457] => 184.13287558672562) 13 => ([-0.7279527070038214, -0.4679316989233486, -0.7088826153481356, 0.9002001539264202, 0.32887122228260657] => 184.1364942590131) 14 => ([-0.73016591331529, -0.46616432090248905, -0.7088739018507361, 0.9002001539264162, 0.32887122228260857] => 184.1403307647323) 15 => ([-0.7237289827195059, -0.4635341932839657, -0.7019631945419876, 0.9002001539264709, 0.3288712222825814] => 184.14473347306765) Test Summary: | Total Time SearchModels.jl | 0 6.2s ===== 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: 177, observed: 1145, best-error: 0.7200000000000061 worst-error: 15.52 SearchModels iteration 2> population: 16, bsize: 32, queue: 158, observed: 1303, best-error: 0.04999999999999955 worst-error: 3.4281250000000005 SearchModels iteration 3> population: 16, bsize: 32, queue: 165, observed: 1468, best-error: 0.04999999999999955 worst-error: 0.6481250000000034 SearchModels iteration 4> population: 16, bsize: 32, queue: 174, observed: 1642, best-error: 0.010351562499999672 worst-error: 0.23972656250000027 SearchModels iteration 5> population: 16, bsize: 32, queue: 181, observed: 1823, best-error: 0.010351562499999672 worst-error: 0.0756640625000001 SearchModels iteration 6> population: 16, bsize: 32, queue: 177, observed: 2000, best-error: 0.00875503540039011 worst-error: 0.034143066406248646 SearchModels iteration 7> population: 16, bsize: 32, queue: 170, observed: 2170, best-error: 0.0011961460113525141 worst-error: 0.016601562499999806 SearchModels iteration 8> population: 16, bsize: 32, queue: 172, observed: 2342, best-error: 0.0011961460113525141 worst-error: 0.009483729004859418 SearchModels iteration 9> population: 16, bsize: 32, queue: 167, observed: 2509, best-error: 0.0011961460113525141 worst-error: 0.0053775078430766225 SearchModels iteration 10> population: 16, bsize: 32, queue: 174, observed: 2683, best-error: 0.0011961460113525141 worst-error: 0.003401829714420915 SearchModels iteration 11> population: 16, bsize: 32, queue: 184, observed: 2867, best-error: 0.0011961460113525141 worst-error: 0.0023438789557257774 SearchModels iteration 12> population: 16, bsize: 32, queue: 182, observed: 3049, best-error: 0.0011961460113525141 worst-error: 0.0017701847573334075 SearchModels iteration 13> population: 16, bsize: 32, queue: 177, observed: 3226, best-error: 0.0011961460113525141 worst-error: 0.001524005866094657 SearchModels iteration 14> population: 16, bsize: 32, queue: 168, observed: 3394, best-error: 0.0011910671184977523 worst-error: 0.001324349874057547 SearchModels iteration 15> population: 16, bsize: 32, queue: 172, observed: 3566, best-error: 0.0011296907183941955 worst-error: 0.0012118711632507278 SearchModels iteration 16> population: 16, bsize: 32, queue: 175, observed: 3741, best-error: 0.0011241651888212844 worst-error: 0.0011552287228829908 SearchModels iteration 17> population: 16, bsize: 32, queue: 159, observed: 3900, best-error: 0.0011241651888212844 worst-error: 0.0011382101958765081 SearchModels iteration 18> population: 16, bsize: 32, queue: 144, observed: 4044, best-error: 0.0011241651888212844 worst-error: 0.0011296907183941955 SearchModels iteration 19> population: 16, bsize: 32, queue: 134, observed: 4178, best-error: 0.0011241651888212844 worst-error: 0.0011269343874162007 SearchModels iteration 20> population: 16, bsize: 32, queue: 129, observed: 4307, best-error: 0.0011241651888212844 worst-error: 0.0011255375750615917 SearchModels iteration 21> population: 16, bsize: 32, queue: 121, observed: 4428, best-error: 0.0011241461663634392 worst-error: 0.0011248830488002155 SearchModels iteration 22> population: 16, bsize: 32, queue: 123, observed: 4551, best-error: 0.0011241461663634392 worst-error: 0.0011244185916246502 SearchModels iteration 23> population: 16, bsize: 32, queue: 95, observed: 4646, best-error: 0.0011241461663634392 worst-error: 0.001124258143687739 SearchModels> stop by convergence error=(1.0334972381591798, 1.068263053894043) => 0.001124211558822457, iter=24 (of 300) 1 => ((1.0334869384765626, 1.06826171875) => 0.0011241461663634392) 2 => ((1.0334915161132814, 1.06826171875) => 0.0011241467045453122) 3 => ((1.0334949493408203, 1.06826171875) => 0.0011241588852929575) 4 => ((1.0334955215454102, 1.06826171875) => 0.0011241618968516338) 5 => ((1.0334960937500002, 1.06826171875) => 0.0011241651888212844) 6 => ((1.03349666595459, 1.06826171875) => 0.0011241687612023733) 7 => ((1.0334972381591798, 1.06826171875) => 0.0011241726139953575) 8 => ((1.0334983825683595, 1.06826171875) => 0.0011241811608189026) 9 => ((1.0334989547729494, 1.06826171875) => 0.0011241858548503931) 10 => ((1.0334995269775393, 1.06826171875) => 0.0011241908292956395) 11 => ((1.033493804931641, 1.068263053894043) => 0.0011241945431905045) 12 => ((1.0335006713867188, 1.06826171875) => 0.0011242016194292724) 13 => ((1.033500671386719, 1.06826171875) => 0.001124201619429275) 14 => ((1.0334960937500002, 1.068263053894043) => 0.0011242047653013303) 15 => ((1.0335012435913087, 1.06826171875) => 0.0011242074351185932) ===== 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: 1138, best-error: 1.7000000000000002 worst-error: 18.500000000000007 SearchModels iteration 2> population: 16, bsize: 32, queue: 169, observed: 1307, best-error: 0.39999999999999797 worst-error: 3.5999999999999983 SearchModels iteration 3> population: 16, bsize: 32, queue: 165, observed: 1472, best-error: 0.008789062499999735 worst-error: 0.8000000000000003 SearchModels iteration 4> population: 16, bsize: 32, queue: 171, observed: 1643, best-error: 0.008789062499999735 worst-error: 0.17000000000000004 SearchModels iteration 5> population: 16, bsize: 32, queue: 181, observed: 1824, best-error: 0.0016040039062499593 worst-error: 0.03187026977539094 SearchModels iteration 6> population: 16, bsize: 32, queue: 180, observed: 2004, best-error: 3.921508789061959e-5 worst-error: 0.004709625244139728 SearchModels iteration 7> population: 16, bsize: 32, queue: 173, observed: 2177, best-error: 2.4420022964479796e-6 worst-error: 0.0009848505258563008 SearchModels iteration 8> population: 16, bsize: 32, queue: 173, observed: 2350, best-error: 4.442272972525823e-29 worst-error: 0.0001238936558366731 SearchModels iteration 9> population: 16, bsize: 32, queue: 177, observed: 2527, best-error: 4.442272972525823e-29 worst-error: 1.673955703150169e-5 SearchModels iteration 10> population: 16, bsize: 32, queue: 159, observed: 2686, best-error: 1.9733848582169373e-29 worst-error: 2.4420022964479796e-6 SearchModels iteration 11> population: 16, bsize: 32, queue: 145, observed: 2831, best-error: 4.942706609275402e-30 worst-error: 1.525902189314967e-7 SearchModels iteration 12> population: 16, bsize: 32, queue: 140, observed: 2971, best-error: 4.942706609275402e-30 worst-error: 9.536752259034709e-9 SearchModels> stop by convergence error=(1.000048828125, 1.0000976562500004) => 2.3841863594452395e-9, iter=13 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0, 1.0000000000000002) => 4.930380657631324e-30) 3 => ((0.9999999999999999, 1.0) => 4.942706609275402e-30) 4 => ((1.0, 1.0000000000000004) => 1.9721522630525295e-29) 5 => ((0.9999999999999999, 1.0000000000000002) => 1.9733848582169373e-29) 6 => ((0.9999999999999998, 1.0) => 1.9770826437101608e-29) 7 => ((0.9999999999999999, 1.0000000000000004) => 4.438575187032599e-29) 8 => ((0.9999999999999998, 1.0000000000000002) => 4.442272972525823e-29) 9 => ((1.0000244140624999, 1.0000488281250002) => 5.960464832744965e-10) 10 => ((0.9999755859374999, 0.9999511718750003) => 5.960464832853253e-10) 11 => ((0.9999755859374999, 0.9999511718750002) => 5.960464832853385e-10) 12 => ((0.9999755859374998, 0.9999511718750003) => 5.960464832907199e-10) 13 => ((0.9999755859374998, 0.9999511718750002) => 5.960464832907331e-10) 14 => ((1.0000488281249997, 1.0000976562500004) => 2.3841863594233436e-9) 15 => ((1.0000488281249997, 1.0000976562500001) => 2.3841863594234495e-9) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 20.1s PkgEval succeeded after 58.69s