Package evaluation of SearchModels on Julia 1.13.0-DEV.1125 (fd1c6fd302*) started at 2025-09-15T23:10:35.343 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.62s ################################################################################ # 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 v1.2.2 [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 v5.13.1+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 To see why use `status --outdated -m` Installation completed after 1.12s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 21.24s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_oqSs5r/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_oqSs5r/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 v1.2.2 [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 v5.13.1+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: 50, observed: 350, best-error: 208987.30121741552 worst-error: 1.1692453488854305e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 58, observed: 408, best-error: 50924.31904117979 worst-error: 387899.6896750581 SearchModels iteration 3> population: 16, bsize: 64, queue: 58, observed: 466, best-error: 48521.48960749068 worst-error: 129651.39404478454 SearchModels iteration 4> population: 16, bsize: 64, queue: 61, observed: 527, best-error: 8658.684927347482 worst-error: 57512.33687398697 SearchModels iteration 5> population: 16, bsize: 64, queue: 58, observed: 585, best-error: 8658.684927347482 worst-error: 45453.40037162372 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 643, best-error: 1842.9259358235286 worst-error: 27659.474678794788 SearchModels iteration 7> population: 16, bsize: 64, queue: 56, observed: 699, best-error: 1818.4003580186668 worst-error: 17539.06436935072 SearchModels iteration 8> population: 16, bsize: 64, queue: 60, observed: 759, best-error: 1816.3294313379042 worst-error: 9054.953554923351 SearchModels iteration 9> population: 16, bsize: 64, queue: 57, observed: 816, best-error: 673.4088331239859 worst-error: 3521.065081693035 SearchModels iteration 10> population: 16, bsize: 64, queue: 57, observed: 873, best-error: 673.4088331239859 worst-error: 1637.612469681117 SearchModels iteration 11> population: 16, bsize: 64, queue: 61, observed: 934, best-error: 171.5712981006071 worst-error: 753.2275855986304 SearchModels iteration 12> population: 16, bsize: 64, queue: 59, observed: 993, best-error: 171.5712981006071 worst-error: 344.67351299254796 SearchModels iteration 13> population: 16, bsize: 64, queue: 60, observed: 1053, best-error: 48.945270778016365 worst-error: 232.12726274371667 SearchModels iteration 14> population: 16, bsize: 64, queue: 61, observed: 1114, best-error: 12.47769102513037 worst-error: 107.72308516037474 SearchModels iteration 15> population: 16, bsize: 64, queue: 59, observed: 1173, best-error: 8.673927354905478 worst-error: 18.86750667500591 SearchModels iteration 16> population: 16, bsize: 64, queue: 57, observed: 1230, best-error: 8.579266319582597 worst-error: 10.402758562071638 SearchModels iteration 17> population: 16, bsize: 64, queue: 58, observed: 1288, best-error: 8.084302276911368 worst-error: 8.797858999786875 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1347, best-error: 7.992131672672791 worst-error: 8.295907651899105 SearchModels iteration 19> population: 16, bsize: 64, queue: 59, observed: 1406, best-error: 7.99033911762458 worst-error: 8.077821070639443 SearchModels iteration 20> population: 16, bsize: 64, queue: 57, observed: 1463, best-error: 7.961490851156595 worst-error: 8.007574549880175 SearchModels iteration 21> population: 16, bsize: 64, queue: 58, observed: 1521, best-error: 7.961490851156595 worst-error: 7.983428520510904 SearchModels iteration 22> population: 16, bsize: 64, queue: 59, observed: 1580, best-error: 7.961490851156595 worst-error: 7.973687774557666 SearchModels iteration 23> population: 16, bsize: 64, queue: 57, observed: 1637, best-error: 7.895047375703817 worst-error: 7.969486821252896 SearchModels iteration 24> population: 16, bsize: 64, queue: 61, observed: 1698, best-error: 7.892470992414379 worst-error: 7.96536585255994 SearchModels iteration 25> population: 16, bsize: 64, queue: 62, observed: 1760, best-error: 7.871531367082746 worst-error: 7.929951336066272 SearchModels iteration 26> population: 16, bsize: 64, queue: 55, observed: 1815, best-error: 7.871531367082746 worst-error: 7.910868113355663 SearchModels iteration 27> population: 16, bsize: 64, queue: 60, observed: 1875, best-error: 7.830283573534631 worst-error: 7.891785547888115 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1933, best-error: 7.747466257695739 worst-error: 7.842171783773218 SearchModels iteration 29> population: 16, bsize: 64, queue: 63, observed: 1996, best-error: 7.747466257695739 worst-error: 7.803798146718299 SearchModels iteration 30> population: 16, bsize: 64, queue: 58, observed: 2054, best-error: 7.662019602175687 worst-error: 7.767553442462387 SearchModels iteration 31> population: 16, bsize: 64, queue: 60, observed: 2114, best-error: 7.662019602175687 worst-error: 7.746544720739801 SearchModels iteration 32> population: 16, bsize: 64, queue: 55, observed: 2169, best-error: 7.6237285584963885 worst-error: 7.693960793290093 SearchModels iteration 33> population: 16, bsize: 64, queue: 60, observed: 2229, best-error: 7.61806536014143 worst-error: 7.6732647812916035 SearchModels iteration 34> population: 16, bsize: 64, queue: 61, observed: 2290, best-error: 7.61806536014143 worst-error: 7.643463959627131 SearchModels iteration 35> population: 16, bsize: 64, queue: 57, observed: 2347, best-error: 7.615549835029349 worst-error: 7.631191225468195 SearchModels iteration 36> population: 16, bsize: 64, queue: 58, observed: 2405, best-error: 7.600103586637356 worst-error: 7.623622987216834 SearchModels iteration 37> population: 16, bsize: 64, queue: 59, observed: 2464, best-error: 7.526856279681262 worst-error: 7.618125395372689 SearchModels iteration 38> population: 16, bsize: 64, queue: 62, observed: 2526, best-error: 7.526856279681262 worst-error: 7.608515915819713 SearchModels iteration 39> population: 16, bsize: 64, queue: 61, observed: 2587, best-error: 7.521930985757264 worst-error: 7.585185805444826 SearchModels iteration 40> population: 16, bsize: 64, queue: 59, observed: 2646, best-error: 7.521930985757264 worst-error: 7.5641740623101805 SearchModels iteration 41> population: 16, bsize: 64, queue: 59, observed: 2705, best-error: 7.4768312323060355 worst-error: 7.535248342464441 SearchModels iteration 42> population: 16, bsize: 64, queue: 54, observed: 2759, best-error: 7.468681136228172 worst-error: 7.521930985757264 SearchModels iteration 43> population: 16, bsize: 64, queue: 54, observed: 2813, best-error: 7.440345998530199 worst-error: 7.494064816405936 SearchModels iteration 44> population: 16, bsize: 64, queue: 58, observed: 2871, best-error: 7.440244804052587 worst-error: 7.480099279937789 SearchModels iteration 45> population: 16, bsize: 64, queue: 59, observed: 2930, best-error: 7.40241789059124 worst-error: 7.465212663747032 SearchModels iteration 46> population: 16, bsize: 64, queue: 59, observed: 2989, best-error: 7.40241789059124 worst-error: 7.450361848991365 SearchModels iteration 47> population: 16, bsize: 64, queue: 62, observed: 3051, best-error: 7.390987502182631 worst-error: 7.430432803070933 SearchModels iteration 48> population: 16, bsize: 64, queue: 57, observed: 3108, best-error: 7.363685222822071 worst-error: 7.40580749462047 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3166, best-error: 7.363685222822071 worst-error: 7.387053125915152 SearchModels iteration 50> population: 16, bsize: 64, queue: 61, observed: 3227, best-error: 7.323378548501384 worst-error: 7.376436301660123 SearchModels iteration 51> population: 16, bsize: 64, queue: 60, observed: 3287, best-error: 7.323378548501384 worst-error: 7.3601474858539 SearchModels iteration 52> population: 16, bsize: 64, queue: 60, observed: 3347, best-error: 7.286393617414082 worst-error: 7.3420723823894205 SearchModels iteration 53> population: 16, bsize: 64, queue: 56, observed: 3403, best-error: 7.270610231927565 worst-error: 7.330940614991353 SearchModels iteration 54> population: 16, bsize: 64, queue: 58, observed: 3461, best-error: 7.270610231927565 worst-error: 7.312290136311383 SearchModels iteration 55> population: 16, bsize: 64, queue: 61, observed: 3522, best-error: 7.22066029375226 worst-error: 7.292354424309434 SearchModels iteration 56> population: 16, bsize: 64, queue: 59, observed: 3581, best-error: 7.22066029375226 worst-error: 7.286393617414082 SearchModels iteration 57> population: 16, bsize: 64, queue: 57, observed: 3638, best-error: 7.196085562546999 worst-error: 7.249266718025368 SearchModels iteration 58> population: 16, bsize: 64, queue: 60, observed: 3698, best-error: 7.181566229543013 worst-error: 7.220796207716231 SearchModels iteration 59> population: 16, bsize: 64, queue: 59, observed: 3757, best-error: 7.147537724832798 worst-error: 7.197687749486146 SearchModels iteration 60> population: 16, bsize: 64, queue: 62, observed: 3819, best-error: 7.14738002056313 worst-error: 7.177396571886817 SearchModels iteration 61> population: 16, bsize: 64, queue: 61, observed: 3880, best-error: 7.136699113801794 worst-error: 7.158024979536206 SearchModels iteration 62> population: 16, bsize: 64, queue: 61, observed: 3941, best-error: 7.118828710495251 worst-error: 7.14738002056313 SearchModels iteration 63> population: 16, bsize: 64, queue: 62, observed: 4003, best-error: 7.117970154397076 worst-error: 7.13728072176421 SearchModels iteration 64> population: 16, bsize: 64, queue: 62, observed: 4065, best-error: 7.090780405404046 worst-error: 7.123188613372634 SearchModels iteration 65> population: 16, bsize: 64, queue: 61, observed: 4126, best-error: 7.072476193583414 worst-error: 7.1179566087039685 SearchModels iteration 66> population: 16, bsize: 64, queue: 58, observed: 4184, best-error: 7.072476193583414 worst-error: 7.0960009991409425 SearchModels iteration 67> population: 16, bsize: 64, queue: 59, observed: 4243, best-error: 7.053496335891678 worst-error: 7.081071028176467 SearchModels iteration 68> population: 16, bsize: 64, queue: 59, observed: 4302, best-error: 7.031188670073056 worst-error: 7.073196102782509 SearchModels iteration 69> population: 16, bsize: 64, queue: 62, observed: 4364, best-error: 7.031188670073056 worst-error: 7.0639971873267795 SearchModels iteration 70> population: 16, bsize: 64, queue: 55, observed: 4419, best-error: 7.031188670073056 worst-error: 7.0510204848822395 SearchModels iteration 71> population: 16, bsize: 64, queue: 57, observed: 4476, best-error: 7.021463337190447 worst-error: 7.042691304612292 SearchModels iteration 72> population: 16, bsize: 64, queue: 56, observed: 4532, best-error: 7.021463337190447 worst-error: 7.037692090998094 SearchModels iteration 73> population: 16, bsize: 64, queue: 58, observed: 4590, best-error: 7.006717423147688 worst-error: 7.031011250798206 SearchModels iteration 74> population: 16, bsize: 64, queue: 62, observed: 4652, best-error: 7.002823171481661 worst-error: 7.02340740965244 SearchModels iteration 75> population: 16, bsize: 64, queue: 57, observed: 4709, best-error: 7.002823171481661 worst-error: 7.016206500551494 SearchModels iteration 76> population: 16, bsize: 64, queue: 57, observed: 4766, best-error: 6.988269313209639 worst-error: 7.009224729919672 SearchModels iteration 77> population: 16, bsize: 64, queue: 59, observed: 4825, best-error: 6.988269313209639 worst-error: 7.001296903536931 SearchModels iteration 78> population: 16, bsize: 64, queue: 60, observed: 4885, best-error: 6.982565886634542 worst-error: 6.997157995057853 SearchModels iteration 79> population: 16, bsize: 64, queue: 59, observed: 4944, best-error: 6.9509733055338145 worst-error: 6.989495594832099 SearchModels iteration 80> population: 16, bsize: 64, queue: 60, observed: 5004, best-error: 6.9509733055338145 worst-error: 6.980647056304116 SearchModels iteration 81> population: 16, bsize: 64, queue: 53, observed: 5057, best-error: 6.935524882542801 worst-error: 6.965498984351183 SearchModels iteration 82> population: 16, bsize: 64, queue: 61, observed: 5118, best-error: 6.924305193488423 worst-error: 6.958018089972443 SearchModels iteration 83> population: 16, bsize: 64, queue: 57, observed: 5175, best-error: 6.9230875440202855 worst-error: 6.945811156603373 SearchModels iteration 84> population: 16, bsize: 64, queue: 58, observed: 5233, best-error: 6.904371926286524 worst-error: 6.934945737845682 SearchModels iteration 85> population: 16, bsize: 64, queue: 57, observed: 5290, best-error: 6.904212002853856 worst-error: 6.926687978550794 SearchModels iteration 86> population: 16, bsize: 64, queue: 62, observed: 5352, best-error: 6.904212002853856 worst-error: 6.921810454060916 SearchModels iteration 87> population: 16, bsize: 64, queue: 57, observed: 5409, best-error: 6.873431514087432 worst-error: 6.913296742827336 SearchModels iteration 88> population: 16, bsize: 64, queue: 57, observed: 5466, best-error: 6.873431514087432 worst-error: 6.9084401007955085 SearchModels iteration 89> population: 16, bsize: 64, queue: 60, observed: 5526, best-error: 6.873431514087432 worst-error: 6.898475504489625 SearchModels iteration 90> population: 16, bsize: 64, queue: 57, observed: 5583, best-error: 6.872036657456607 worst-error: 6.890704172039456 SearchModels iteration 91> population: 16, bsize: 64, queue: 60, observed: 5643, best-error: 6.866023808099388 worst-error: 6.885347275648007 SearchModels iteration 92> population: 16, bsize: 64, queue: 57, observed: 5700, best-error: 6.853620080385852 worst-error: 6.873431514087432 SearchModels iteration 93> population: 16, bsize: 64, queue: 57, observed: 5757, best-error: 6.83580203961486 worst-error: 6.866023808099388 SearchModels iteration 94> population: 16, bsize: 64, queue: 57, observed: 5814, best-error: 6.83580203961486 worst-error: 6.858331973681256 SearchModels iteration 95> population: 16, bsize: 64, queue: 59, observed: 5873, best-error: 6.827303374436665 worst-error: 6.850897713843022 SearchModels iteration 96> population: 16, bsize: 64, queue: 59, observed: 5932, best-error: 6.81022933543539 worst-error: 6.846022636701469 SearchModels iteration 97> population: 16, bsize: 64, queue: 62, observed: 5994, best-error: 6.81022933543539 worst-error: 6.834645014170907 SearchModels iteration 98> population: 16, bsize: 64, queue: 61, observed: 6055, best-error: 6.783104554208808 worst-error: 6.822181927154894 SearchModels iteration 99> population: 16, bsize: 64, queue: 56, observed: 6111, best-error: 6.783104554208808 worst-error: 6.8155016746419745 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.04340315910459713, 0.8986168363586338, 0.06447647417995106, 0.7418693891322415, 0.3309740647427223] 1 => ([-1.430507349287913, 0.22816925950269207, 0.2765582744813214, 0.7511834450321117, 0.32837475006039785] => 6.783104554208808) 2 => ([-1.4233121660844779, 0.22771674004799877, 0.2766295474343239, 0.7511834450321295, 0.3283747500603953] => 6.791738493634564) 3 => ([-1.4178789010252344, 0.22817137229186957, 0.27601590059584535, 0.7511834450321604, 0.32837475006039096] => 6.792009965500914) 4 => ([-1.4251312040951625, 0.22760203074745172, 0.2751615155192946, 0.7511834450321117, 0.32837475006039785] => 6.793152660294003) 5 => ([-1.4404122666687824, 0.22568367277263723, 0.2752399882607611, 0.7511834450321295, 0.3283747500603953] => 6.79704438100002) 6 => ([-1.4162723119419618, 0.22770512416399072, 0.27553186874691665, 0.751183445032324, 0.32837475006036765] => 6.797090265448627) 7 => ([-1.4196997737882961, 0.22714055504925462, 0.2759311679533105, 0.7511834450321295, 0.3283747500603953] => 6.798160566443885) 8 => ([-1.4232825646955498, 0.22701688950520374, 0.2751615155192946, 0.7511834450321117, 0.32837475006039785] => 6.7985566355034495) 9 => ([-1.4246501672491967, 0.2263367640285246, 0.2765292003273673, 0.7511834450321235, 0.3283747500603962] => 6.800550968711915) 10 => ([-1.4161169828810425, 0.22726422059330548, 0.2767008203873264, 0.7511834450321473, 0.3283747500603928] => 6.800579549581826) 11 => ([-1.4052504527625556, 0.2281734850810471, 0.27547352671036934, 0.7511834450322091, 0.328374750060384] => 6.801512243979502) 12 => ([-1.4203835750651197, 0.22680049231091504, 0.2752460539200826, 0.7511834450321354, 0.3283747500603945] => 6.8016801003695795) 13 => ([-1.4211338709795225, 0.22647394668297136, 0.27597040432404374, 0.7511834450321384, 0.32837475006039407] => 6.801938291259546) 14 => ([-1.4247166618867761, 0.22635028113892047, 0.27520075189002785, 0.7511834450321206, 0.32837475006039657] => 6.802291823994769) 15 => ([-1.4342423554218242, 0.22698703536019108, 0.2737647565572677, 0.7511834450321117, 0.32837475006039785] => 6.80267301108851) Test Summary: | Total Time SearchModels.jl | 0 5.7s ===== 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: 1133, best-error: 0.10000000000000016 worst-error: 43.92000000000007 SearchModels iteration 2> population: 16, bsize: 32, queue: 169, observed: 1302, best-error: 0.10000000000000016 worst-error: 4.1000000000000005 SearchModels iteration 3> population: 16, bsize: 32, queue: 177, observed: 1479, best-error: 0.05066406250000002 worst-error: 0.6625000000000001 SearchModels iteration 4> population: 16, bsize: 32, queue: 166, observed: 1645, best-error: 0.040625 worst-error: 0.17000000000000004 SearchModels iteration 5> population: 16, bsize: 32, queue: 164, observed: 1809, best-error: 0.00543212890625 worst-error: 0.0734352111816406 SearchModels iteration 6> population: 16, bsize: 32, queue: 173, observed: 1982, best-error: 0.00543212890625 worst-error: 0.05424575805664056 SearchModels iteration 7> population: 16, bsize: 32, queue: 183, observed: 2165, best-error: 0.00543212890625 worst-error: 0.032138824462890625 SearchModels iteration 8> population: 16, bsize: 32, queue: 174, observed: 2339, best-error: 0.00543212890625 worst-error: 0.017215728759765583 SearchModels iteration 9> population: 16, bsize: 32, queue: 182, observed: 2521, best-error: 0.00543212890625 worst-error: 0.010930753352586472 SearchModels iteration 10> population: 16, bsize: 32, queue: 185, observed: 2706, best-error: 0.004769736933667459 worst-error: 0.006884272547904374 SearchModels iteration 11> population: 16, bsize: 32, queue: 178, observed: 2884, best-error: 0.00390625 worst-error: 0.005363254214171298 SearchModels iteration 12> population: 16, bsize: 32, queue: 185, observed: 3069, best-error: 0.00390625 worst-error: 0.004703247586022035 SearchModels iteration 13> population: 16, bsize: 32, queue: 167, observed: 3236, best-error: 0.00390625 worst-error: 0.004291168487606591 SearchModels iteration 14> population: 16, bsize: 32, queue: 171, observed: 3407, best-error: 0.00390625 worst-error: 0.004110570693147215 SearchModels iteration 15> population: 16, bsize: 32, queue: 162, observed: 3569, best-error: 0.00390625 worst-error: 0.004026820877023776 SearchModels iteration 16> population: 16, bsize: 32, queue: 171, observed: 3740, best-error: 0.00390625 worst-error: 0.003976430660093194 SearchModels iteration 17> population: 16, bsize: 32, queue: 168, observed: 3908, best-error: 0.00390625 worst-error: 0.00395507253619571 SearchModels iteration 18> population: 16, bsize: 32, queue: 152, observed: 4060, best-error: 0.00390625 worst-error: 0.003938470035791392 SearchModels iteration 19> population: 16, bsize: 32, queue: 144, observed: 4204, best-error: 0.00390625 worst-error: 0.003923681282749306 SearchModels iteration 20> population: 16, bsize: 32, queue: 135, observed: 4339, best-error: 0.00390625 worst-error: 0.003914305008947848 SearchModels iteration 21> population: 16, bsize: 32, queue: 112, observed: 4451, best-error: 0.00390625 worst-error: 0.003909975996864752 SearchModels iteration 22> population: 16, bsize: 32, queue: 93, observed: 4544, best-error: 0.00390625 worst-error: 0.0039078395093383725 SearchModels iteration 23> population: 16, bsize: 32, queue: 89, observed: 4633, best-error: 0.00390625 worst-error: 0.003906946331881045 SearchModels iteration 24> population: 16, bsize: 32, queue: 100, observed: 4733, best-error: 0.00390625 worst-error: 0.003906624860974261 SearchModels iteration 25> population: 16, bsize: 32, queue: 88, observed: 4821, best-error: 0.00390625 worst-error: 0.003906423685293703 SearchModels> stop by convergence error=(0.9375, 0.8788785457611084) => 0.003906326752485256, iter=26 (of 300) 1 => ((0.9375, 0.87890625) => 0.00390625) 2 => ((0.9375, 0.8788910388946534) => 0.003906273137772587) 3 => ((0.9375, 0.8788904905319214) => 0.003906274836083412) 4 => ((0.9375, 0.8788899421691895) => 0.0039062765945345745) 5 => ((0.9375, 0.8788892269134522) => 0.0039062789785475616) 6 => ((0.9375, 0.8788859605789184) => 0.003906291166060782) 7 => ((0.9375, 0.8788854122161865) => 0.003906293421323426) 8 => ((0.9375, 0.8788848876953125) => 0.003906295634806156) 9 => ((0.9375, 0.878883159160614) => 0.003906303318686355) 10 => ((0.9375, 0.878882884979248) => 0.003906304592419474) 11 => ((0.9375, 0.8788820624351501) => 0.003906308503829337) 12 => ((0.9375, 0.8788808822631836) => 0.003906314352207119) 13 => ((0.9375, 0.8788804411888123) => 0.0039063166094734925) 14 => ((0.9375, 0.8788803577423095) => 0.003906317040900831) 15 => ((0.9375, 0.878879714012146) => 0.003906320415865139) ===== 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: 161, observed: 1135, best-error: 0.10000000000000016 worst-error: 19.719999999999995 SearchModels iteration 2> population: 16, bsize: 32, queue: 162, observed: 1297, best-error: 0.10000000000000016 worst-error: 3.1700000000000004 SearchModels iteration 3> population: 16, bsize: 32, queue: 154, observed: 1451, best-error: 0.10000000000000016 worst-error: 1.7587890625 SearchModels iteration 4> population: 16, bsize: 32, queue: 170, observed: 1621, best-error: 0.0 worst-error: 1.0009765625000004 SearchModels iteration 5> population: 16, bsize: 32, queue: 169, observed: 1790, best-error: 0.0 worst-error: 0.19941406250000004 SearchModels iteration 6> population: 16, bsize: 32, queue: 176, observed: 1966, best-error: 0.0 worst-error: 0.05063247680664072 SearchModels iteration 7> population: 16, bsize: 32, queue: 176, observed: 2142, best-error: 0.0 worst-error: 0.025913238525390857 SearchModels iteration 8> population: 16, bsize: 32, queue: 179, observed: 2321, best-error: 0.0 worst-error: 0.011435699462890617 SearchModels iteration 9> population: 16, bsize: 32, queue: 176, observed: 2497, best-error: 0.0 worst-error: 0.0036198383942246336 SearchModels iteration 10> population: 16, bsize: 32, queue: 172, observed: 2669, best-error: 0.0 worst-error: 0.0014108741655945746 SearchModels iteration 11> population: 16, bsize: 32, queue: 181, observed: 2850, best-error: 0.0 worst-error: 0.000454711914062517 SearchModels iteration 12> population: 16, bsize: 32, queue: 185, observed: 3035, best-error: 0.0 worst-error: 0.00022581562939193777 SearchModels iteration 13> population: 16, bsize: 32, queue: 184, observed: 3219, best-error: 0.0 worst-error: 6.57073272947169e-5 SearchModels iteration 14> population: 16, bsize: 32, queue: 178, observed: 3397, best-error: 0.0 worst-error: 2.079042301374769e-5 SearchModels iteration 15> population: 16, bsize: 32, queue: 179, observed: 3576, best-error: 0.0 worst-error: 7.606986628162534e-6 SearchModels iteration 16> population: 16, bsize: 32, queue: 178, observed: 3754, best-error: 0.0 worst-error: 3.2963560187611436e-6 SearchModels iteration 17> population: 16, bsize: 32, queue: 178, observed: 3932, best-error: 0.0 worst-error: 1.301231140424466e-6 SearchModels iteration 18> population: 16, bsize: 32, queue: 174, observed: 4106, best-error: 0.0 worst-error: 7.200814803811028e-7 SearchModels iteration 19> population: 16, bsize: 32, queue: 174, observed: 4280, best-error: 0.0 worst-error: 3.3291621467405397e-7 SearchModels iteration 20> population: 16, bsize: 32, queue: 178, observed: 4458, best-error: 0.0 worst-error: 1.3071628169826683e-7 SearchModels> stop by convergence error=(0.9998279571533204, 0.9996644973754882) => 3.691492617957287e-8, iter=21 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.9999515533447265, 0.9999044418334961) => 2.5247131820940066e-9) 3 => ((0.9999267578125, 0.9998588562011719) => 8.210866475732725e-9) 4 => ((0.9999031066894531, 0.9998088836669922) => 1.009635238849233e-8) 5 => ((0.9999031066894531, 0.9998090744018555) => 1.0201495638188122e-8) 6 => ((0.9998897552490235, 0.9997844696044922) => 1.4601139061342421e-8) 7 => ((0.9998634338378907, 0.9997310638427734) => 2.0395481190658533e-8) 8 => ((0.9998764038085938, 0.9997600555419922) => 2.0507139376438178e-8) 9 => ((0.9998664855957031, 0.9997383117675781) => 2.065926299158375e-8) 10 => ((0.9998546600341798, 0.9997135162353515) => 2.2866804308883458e-8) 11 => ((0.9998531341552734, 0.9997138977050781) => 2.7357476401690874e-8) 12 => ((0.99984130859375, 0.9996891021728516) => 2.9355867108393075e-8) 13 => ((0.999853515625, 0.9997177124023438) => 3.2820581168354715e-8) 14 => ((0.9998416900634766, 0.999692726135254) => 3.375003992922772e-8) 15 => ((0.9998298645019532, 0.999667739868164) => 3.531718946266803e-8) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 21.61s PkgEval succeeded after 63.59s