Package evaluation of SearchModels on Julia 1.13.0-DEV.111 (ce76dbf07d*) started at 2025-02-27T22:50:14.479 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 5.92s ################################################################################ # 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 v4.16.0 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.20 [ffbed154] + DocStringExtensions v0.9.3 [92d709cd] + IrrationalConstants v0.2.4 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.0 [d96e819e] + Parameters v0.12.3 [0e966ebe] + SearchModels v0.4.1 [a2af1166] + SortingAlgorithms v1.2.1 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.0 ⌅ [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 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [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 [e37daf67] + LibGit2_jll v1.9.0+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [458c3c95] + OpenSSL_jll v3.0.16+0 [bea87d4a] + SuiteSparse_jll v7.8.3+2 [8e850b90] + libblastrampoline_jll v5.12.0+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 To see why use `status --outdated -m` Installation completed after 0.88s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 17.41s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_vSCb8b/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_vSCb8b/Manifest.toml` [34da2185] Compat v4.16.0 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.20 [ffbed154] DocStringExtensions v0.9.3 [92d709cd] IrrationalConstants v0.2.4 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.0 [d96e819e] Parameters v0.12.3 [0e966ebe] SearchModels v0.4.1 [a2af1166] SortingAlgorithms v1.2.1 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.0 ⌅ [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 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [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 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [4536629a] OpenBLAS_jll v0.3.29+0 [458c3c95] OpenSSL_jll v3.0.16+0 [bea87d4a] SuiteSparse_jll v7.8.3+2 [8e850b90] libblastrampoline_jll v5.12.0+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: 50, observed: 350, best-error: 55145.338606953555 worst-error: 474512.92376989406 SearchModels iteration 2> population: 16, bsize: 64, queue: 60, observed: 410, best-error: 682.3485442994238 worst-error: 92795.6180614352 SearchModels iteration 3> population: 16, bsize: 64, queue: 58, observed: 468, best-error: 535.3659353489176 worst-error: 10202.85117422847 SearchModels iteration 4> population: 16, bsize: 64, queue: 59, observed: 527, best-error: 236.0880785246315 worst-error: 1069.347506470639 SearchModels iteration 5> population: 16, bsize: 64, queue: 57, observed: 584, best-error: 10.556616080291207 worst-error: 279.44070871539844 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 642, best-error: 7.655462775433956 worst-error: 50.91897385115144 SearchModels iteration 7> population: 16, bsize: 64, queue: 58, observed: 700, best-error: 3.6501888718347515 worst-error: 12.026247405025298 SearchModels iteration 8> population: 16, bsize: 64, queue: 58, observed: 758, best-error: 3.553186321390943 worst-error: 4.885609120010937 SearchModels iteration 9> population: 16, bsize: 64, queue: 56, observed: 814, best-error: 3.1344513495734234 worst-error: 3.629651529194503 SearchModels iteration 10> population: 16, bsize: 64, queue: 55, observed: 869, best-error: 3.039464112124256 worst-error: 3.274895994583222 SearchModels iteration 11> population: 16, bsize: 64, queue: 57, observed: 926, best-error: 3.004883190256175 worst-error: 3.113788934901256 SearchModels iteration 12> population: 16, bsize: 64, queue: 61, observed: 987, best-error: 3.004883190256175 worst-error: 3.0574085778037916 SearchModels iteration 13> population: 16, bsize: 64, queue: 62, observed: 1049, best-error: 2.9126220894288672 worst-error: 3.0220684656806087 SearchModels iteration 14> population: 16, bsize: 64, queue: 54, observed: 1103, best-error: 2.9126220894288672 worst-error: 3.0029340658693338 SearchModels iteration 15> population: 16, bsize: 64, queue: 63, observed: 1166, best-error: 2.9126220894288672 worst-error: 2.9791876865714206 SearchModels iteration 16> population: 16, bsize: 64, queue: 61, observed: 1227, best-error: 2.8934664055939114 worst-error: 2.9545975818236827 SearchModels iteration 17> population: 16, bsize: 64, queue: 62, observed: 1289, best-error: 2.8914431001268026 worst-error: 2.929059437874829 SearchModels iteration 18> population: 16, bsize: 64, queue: 59, observed: 1348, best-error: 2.8825934142612355 worst-error: 2.910769665526327 SearchModels iteration 19> population: 16, bsize: 64, queue: 57, observed: 1405, best-error: 2.8825934142612355 worst-error: 2.8959141771717336 SearchModels iteration 20> population: 16, bsize: 64, queue: 59, observed: 1464, best-error: 2.8586147645264184 worst-error: 2.8898674709607968 SearchModels iteration 21> population: 16, bsize: 64, queue: 56, observed: 1520, best-error: 2.828164391259755 worst-error: 2.8825934142612355 SearchModels iteration 22> population: 16, bsize: 64, queue: 56, observed: 1576, best-error: 2.828164391259755 worst-error: 2.8715703314664114 SearchModels iteration 23> population: 16, bsize: 64, queue: 60, observed: 1636, best-error: 2.828164391259755 worst-error: 2.858837136734228 SearchModels iteration 24> population: 16, bsize: 64, queue: 59, observed: 1695, best-error: 2.828164391259755 worst-error: 2.8498159606661058 SearchModels iteration 25> population: 16, bsize: 64, queue: 53, observed: 1748, best-error: 2.81796921143379 worst-error: 2.8414392499118484 SearchModels iteration 26> population: 16, bsize: 64, queue: 57, observed: 1805, best-error: 2.81796921143379 worst-error: 2.8339258764754933 SearchModels iteration 27> population: 16, bsize: 64, queue: 61, observed: 1866, best-error: 2.815026974069145 worst-error: 2.8287168560683167 SearchModels iteration 28> population: 16, bsize: 64, queue: 56, observed: 1922, best-error: 2.815026974069145 worst-error: 2.8240078985905774 SearchModels iteration 29> population: 16, bsize: 64, queue: 58, observed: 1980, best-error: 2.815026974069145 worst-error: 2.820852446283228 SearchModels iteration 30> population: 16, bsize: 64, queue: 56, observed: 2036, best-error: 2.809031651005475 worst-error: 2.818585957177341 SearchModels iteration 31> population: 16, bsize: 64, queue: 58, observed: 2094, best-error: 2.8027943647704805 worst-error: 2.8169702922149242 SearchModels iteration 32> population: 16, bsize: 64, queue: 57, observed: 2151, best-error: 2.797205412318619 worst-error: 2.8134969857762684 SearchModels iteration 33> population: 16, bsize: 64, queue: 52, observed: 2203, best-error: 2.797205412318619 worst-error: 2.8096935837003683 SearchModels iteration 34> population: 16, bsize: 64, queue: 60, observed: 2263, best-error: 2.7943178066874075 worst-error: 2.8061006791195364 SearchModels iteration 35> population: 16, bsize: 64, queue: 60, observed: 2323, best-error: 2.7889050185235895 worst-error: 2.800266646893299 SearchModels iteration 36> population: 16, bsize: 64, queue: 57, observed: 2380, best-error: 2.7889050185235895 worst-error: 2.797800434093251 SearchModels iteration 37> population: 16, bsize: 64, queue: 60, observed: 2440, best-error: 2.775088683605217 worst-error: 2.7943142884214303 SearchModels iteration 38> population: 16, bsize: 64, queue: 57, observed: 2497, best-error: 2.775088683605217 worst-error: 2.791266213463537 SearchModels iteration 39> population: 16, bsize: 64, queue: 58, observed: 2555, best-error: 2.7748880845761588 worst-error: 2.7848868716528754 SearchModels iteration 40> population: 16, bsize: 64, queue: 57, observed: 2612, best-error: 2.7670617780137547 worst-error: 2.7799296060324803 SearchModels iteration 41> population: 16, bsize: 64, queue: 55, observed: 2667, best-error: 2.7670617780137547 worst-error: 2.775477407857995 SearchModels iteration 42> population: 16, bsize: 64, queue: 57, observed: 2724, best-error: 2.7670617780137547 worst-error: 2.7721817269231117 SearchModels iteration 43> population: 16, bsize: 64, queue: 58, observed: 2782, best-error: 2.7632765280049605 worst-error: 2.7705646171787683 SearchModels iteration 44> population: 16, bsize: 64, queue: 61, observed: 2843, best-error: 2.7632765280049605 worst-error: 2.7689195845553582 SearchModels iteration 45> population: 16, bsize: 64, queue: 60, observed: 2903, best-error: 2.759511025699188 worst-error: 2.7673435419170134 SearchModels iteration 46> population: 16, bsize: 64, queue: 60, observed: 2963, best-error: 2.756882470425975 worst-error: 2.7652439231101575 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3021, best-error: 2.756882470425975 worst-error: 2.762982704409125 SearchModels iteration 48> population: 16, bsize: 64, queue: 57, observed: 3078, best-error: 2.756882470425975 worst-error: 2.7606865034363883 SearchModels iteration 49> population: 16, bsize: 64, queue: 60, observed: 3138, best-error: 2.753722393782527 worst-error: 2.759207456053842 SearchModels iteration 50> population: 16, bsize: 64, queue: 56, observed: 3194, best-error: 2.7489888833431637 worst-error: 2.756882470425975 SearchModels iteration 51> population: 16, bsize: 64, queue: 58, observed: 3252, best-error: 2.746306676840968 worst-error: 2.755334345313497 SearchModels iteration 52> population: 16, bsize: 64, queue: 57, observed: 3309, best-error: 2.7452765910154224 worst-error: 2.7533890904285605 SearchModels iteration 53> population: 16, bsize: 64, queue: 59, observed: 3368, best-error: 2.7452765910154224 worst-error: 2.7506703401663555 SearchModels iteration 54> population: 16, bsize: 64, queue: 60, observed: 3428, best-error: 2.7452765910154224 worst-error: 2.748267387984212 SearchModels iteration 55> population: 16, bsize: 64, queue: 57, observed: 3485, best-error: 2.7452765910154224 worst-error: 2.747267657745822 SearchModels iteration 56> population: 16, bsize: 64, queue: 55, observed: 3540, best-error: 2.7439965814992098 worst-error: 2.7464205074275156 SearchModels iteration 57> population: 16, bsize: 64, queue: 59, observed: 3599, best-error: 2.7439965814992098 worst-error: 2.745886779934003 SearchModels iteration 58> population: 16, bsize: 64, queue: 56, observed: 3655, best-error: 2.7439965814992098 worst-error: 2.745451473984761 SearchModels iteration 59> population: 16, bsize: 64, queue: 60, observed: 3715, best-error: 2.739335748378831 worst-error: 2.7450479914432706 SearchModels iteration 60> population: 16, bsize: 64, queue: 60, observed: 3775, best-error: 2.739335748378831 worst-error: 2.744312926103395 SearchModels iteration 61> population: 16, bsize: 64, queue: 55, observed: 3830, best-error: 2.735839748522357 worst-error: 2.7418525940181135 SearchModels iteration 62> population: 16, bsize: 64, queue: 52, observed: 3882, best-error: 2.735839748522357 worst-error: 2.740999245549892 SearchModels iteration 63> population: 16, bsize: 64, queue: 55, observed: 3937, best-error: 2.735839748522357 worst-error: 2.7396402938868407 SearchModels iteration 64> population: 16, bsize: 64, queue: 59, observed: 3996, best-error: 2.7308802287843568 worst-error: 2.7384114526508423 SearchModels iteration 65> population: 16, bsize: 64, queue: 58, observed: 4054, best-error: 2.7308802287843568 worst-error: 2.7371903287744335 SearchModels iteration 66> population: 16, bsize: 64, queue: 57, observed: 4111, best-error: 2.7289631911023164 worst-error: 2.733852007456451 SearchModels iteration 67> population: 16, bsize: 64, queue: 61, observed: 4172, best-error: 2.722007535047596 worst-error: 2.7321073201574633 SearchModels iteration 68> population: 16, bsize: 64, queue: 56, observed: 4228, best-error: 2.7213420562888953 worst-error: 2.724472032270089 SearchModels iteration 69> population: 16, bsize: 64, queue: 54, observed: 4282, best-error: 2.7193922127880135 worst-error: 2.7224563570288827 SearchModels iteration 70> population: 16, bsize: 64, queue: 55, observed: 4337, best-error: 2.7189077196702667 worst-error: 2.721705195134132 SearchModels iteration 71> population: 16, bsize: 64, queue: 58, observed: 4395, best-error: 2.718380125999537 worst-error: 2.720841149938573 SearchModels iteration 72> population: 16, bsize: 64, queue: 59, observed: 4454, best-error: 2.715133356103378 worst-error: 2.71984074530748 SearchModels iteration 73> population: 16, bsize: 64, queue: 56, observed: 4510, best-error: 2.715133356103378 worst-error: 2.7191140635493474 SearchModels iteration 74> population: 16, bsize: 64, queue: 57, observed: 4567, best-error: 2.715133356103378 worst-error: 2.718471485535855 SearchModels iteration 75> population: 16, bsize: 64, queue: 58, observed: 4625, best-error: 2.715133356103378 worst-error: 2.717347081716506 SearchModels iteration 76> population: 16, bsize: 64, queue: 59, observed: 4684, best-error: 2.7111736998722424 worst-error: 2.716578718855087 SearchModels iteration 77> population: 16, bsize: 64, queue: 60, observed: 4744, best-error: 2.7111736998722424 worst-error: 2.7161070425755476 SearchModels iteration 78> population: 16, bsize: 64, queue: 60, observed: 4804, best-error: 2.711086570654546 worst-error: 2.7145205504774146 SearchModels iteration 79> population: 16, bsize: 64, queue: 59, observed: 4863, best-error: 2.7092913274833434 worst-error: 2.712813168647492 SearchModels iteration 80> population: 16, bsize: 64, queue: 56, observed: 4919, best-error: 2.7092913274833434 worst-error: 2.711952782212817 SearchModels iteration 81> population: 16, bsize: 64, queue: 56, observed: 4975, best-error: 2.7092913274833434 worst-error: 2.7107198364717804 SearchModels iteration 82> population: 16, bsize: 64, queue: 56, observed: 5031, best-error: 2.706830201066193 worst-error: 2.710179077446302 SearchModels iteration 83> population: 16, bsize: 64, queue: 59, observed: 5090, best-error: 2.706830201066193 worst-error: 2.709617832512777 SearchModels iteration 84> population: 16, bsize: 64, queue: 58, observed: 5148, best-error: 2.7045710927292697 worst-error: 2.7084622539694316 SearchModels iteration 85> population: 16, bsize: 64, queue: 54, observed: 5202, best-error: 2.7045710927292697 worst-error: 2.70805410910983 SearchModels iteration 86> population: 16, bsize: 64, queue: 55, observed: 5257, best-error: 2.7045122969805813 worst-error: 2.70699118402832 SearchModels iteration 87> population: 16, bsize: 64, queue: 60, observed: 5317, best-error: 2.7045122969805813 worst-error: 2.7063002560327636 SearchModels iteration 88> population: 16, bsize: 64, queue: 60, observed: 5377, best-error: 2.702218018410676 worst-error: 2.70546991969434 SearchModels iteration 89> population: 16, bsize: 64, queue: 60, observed: 5437, best-error: 2.70220563587743 worst-error: 2.7049328542809454 SearchModels iteration 90> population: 16, bsize: 64, queue: 60, observed: 5497, best-error: 2.701573528924473 worst-error: 2.7033377248455905 SearchModels iteration 91> population: 16, bsize: 64, queue: 57, observed: 5554, best-error: 2.701573528924473 worst-error: 2.7026149849830206 SearchModels iteration 92> population: 16, bsize: 64, queue: 59, observed: 5613, best-error: 2.700776437470325 worst-error: 2.702229554797376 SearchModels iteration 93> population: 16, bsize: 64, queue: 59, observed: 5672, best-error: 2.699181309010935 worst-error: 2.7016712130223612 SearchModels iteration 94> population: 16, bsize: 64, queue: 60, observed: 5732, best-error: 2.699181309010935 worst-error: 2.7012403349524723 SearchModels iteration 95> population: 16, bsize: 64, queue: 56, observed: 5788, best-error: 2.696951563179313 worst-error: 2.700340105524354 SearchModels iteration 96> population: 16, bsize: 64, queue: 55, observed: 5843, best-error: 2.6957713129574654 worst-error: 2.699772669674615 SearchModels iteration 97> population: 16, bsize: 64, queue: 59, observed: 5902, best-error: 2.6829234523516905 worst-error: 2.698240552696338 SearchModels iteration 98> population: 16, bsize: 64, queue: 60, observed: 5962, best-error: 2.4053684689262016 worst-error: 2.6954594238153384 SearchModels iteration 99> population: 16, bsize: 64, queue: 57, observed: 6019, best-error: 2.3992667563244185 worst-error: 2.469290981050656 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.21575432840282416, 0.5360549167695945, 0.3072115888674427, 0.2595417212809181, 0.21384792914656015] 1 => ([-0.26934449163009877, -0.1024667737010093, 0.30271339598644986, 0.2684499542889536, 0.21402734893478598] => 2.3992667563244185) 2 => ([-0.26934449163009877, -0.1027303976160294, 0.30271339598644986, 0.2684499542889536, 0.21402734893478598] => 2.4010210983037372) 3 => ([-0.27256911314948984, -0.10255401487603737, 0.30271269986547644, 0.26843604928765685, 0.2140273489347414] => 2.4014013261758027) 4 => ([-0.26936671105847615, -0.10243023257880264, 0.30348530103218746, 0.2684499542889359, 0.21402734893476552] => 2.401635005736737) 5 => ([-0.27230708886272503, -0.10264833649805075, 0.3027129423955383, 0.2684360492876704, 0.21402734893475697] => 2.4018913761887903) 6 => ([-0.27041995207362646, -0.10306676307212308, 0.3019712694199927, 0.26844300178828073, 0.21402734893473543] => 2.403603239223036) 7 => ([-0.2708480096747893, -0.10264744585493503, 0.30348507423673166, 0.26844300178829433, 0.214027348934751] => 2.4037010660845284) 8 => ([-0.27013570835848427, -0.10321392484713106, 0.3027131691909941, 0.268443001788312, 0.2140273489347715] => 2.4045912370174674) 9 => ([-0.26938893048685353, -0.10213006754157589, 0.30425720607792506, 0.26844995428891827, 0.21402734893474507] => 2.404683845796308) 10 => ([-0.2686766291705485, -0.10295479036889363, 0.30348530103218746, 0.2684499542889359, 0.21402734893476552] => 2.4047920869607347) 11 => ([-0.27108781453317665, -0.1032305297911553, 0.3027129266609322, 0.2684430017882984, 0.2140273489347559] => 2.405220013231166) 12 => ([-0.27230708886272503, -0.10316482416829417, 0.3027129423955383, 0.2684360492876704, 0.21402734893475697] => 2.4053684689262016) 13 => ([-0.27102404464993635, -0.10326593166469879, 0.30271290929859607, 0.2684430017882975, 0.21402734893475484] => 2.4054234067962246) 14 => ([-0.2755594488106171, -0.10295434302248828, 0.30268218608968095, 0.26843604928764325, 0.2140273489347258] => 2.4056984507626686) 15 => ([-0.27256911314948984, -0.10332131118967602, 0.30271269986547644, 0.26843604928765685, 0.2140273489347414] => 2.406568516040019) Test Summary: | Total Time SearchModels.jl | 0 6.7s ===== 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: 163, observed: 1136, best-error: 0.39999999999999797 worst-error: 20.000000000000007 SearchModels iteration 2> population: 16, bsize: 32, queue: 167, observed: 1303, best-error: 0.20000000000000026 worst-error: 3.1731250000000033 SearchModels iteration 3> population: 16, bsize: 32, queue: 163, observed: 1466, best-error: 0.06003906250000017 worst-error: 0.39999999999999797 SearchModels iteration 4> population: 16, bsize: 32, queue: 174, observed: 1640, best-error: 0.00015869140624999445 worst-error: 0.03773681640624997 SearchModels iteration 5> population: 16, bsize: 32, queue: 159, observed: 1799, best-error: 0.00015869140624999445 worst-error: 0.004958648681640606 SearchModels iteration 6> population: 16, bsize: 32, queue: 170, observed: 1969, best-error: 9.775161743164323e-6 worst-error: 0.0009913635253908123 SearchModels iteration 7> population: 16, bsize: 32, queue: 166, observed: 2135, best-error: 2.4420022964473943e-6 worst-error: 0.0002458196878434167 SearchModels iteration 8> population: 16, bsize: 32, queue: 155, observed: 2290, best-error: 0.0 worst-error: 2.999667078256568e-5 SearchModels iteration 9> population: 16, bsize: 32, queue: 158, observed: 2448, best-error: 0.0 worst-error: 3.816152457147837e-6 SearchModels iteration 10> population: 16, bsize: 32, queue: 142, observed: 2590, best-error: 0.0 worst-error: 1.5259021893151026e-7 SearchModels iteration 11> population: 16, bsize: 32, queue: 143, observed: 2733, best-error: 0.0 worst-error: 3.81471181754182e-8 SearchModels> stop by convergence error=(0.9999023437500001, 0.9998046875000001) => 9.536752258992399e-9, iter=12 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0, 0.9999999999999999) => 1.232595164407831e-30) 3 => ((0.9999999999999999, 0.9999999999999999) => 1.2449211160519093e-30) 4 => ((0.9999999999999999, 1.0) => 4.942706609275402e-30) 5 => ((1.000048828125, 1.0000976562500001) => 2.3841863594453453e-9) 6 => ((0.999951171875, 0.9999023437500001) => 2.3841863594454512e-9) 7 => ((1.000048828125, 1.00009765625) => 2.3841863594454512e-9) 8 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) 9 => ((0.999951171875, 0.9999023437499999) => 2.384186359445557e-9) 10 => ((0.9999511718749999, 0.9999023437500001) => 2.3841863594561876e-9) 11 => ((0.9999511718749999, 0.99990234375) => 2.3841863594562406e-9) 12 => ((0.9999511718749998, 0.99990234375) => 2.3841863594669765e-9) 13 => ((1.0000488281250002, 1.00009765625) => 2.384186359467347e-9) 14 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) 15 => ((1.00009765625, 1.0001953124999998) => 9.536752258992187e-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: 175, observed: 1148, best-error: 2.9200000000000186 worst-error: 22.499999999999996 SearchModels iteration 2> population: 16, bsize: 32, queue: 165, observed: 1313, best-error: 0.453125 worst-error: 6.1000000000000005 SearchModels iteration 3> population: 16, bsize: 32, queue: 175, observed: 1488, best-error: 0.0 worst-error: 2.420000000000001 SearchModels iteration 4> population: 16, bsize: 32, queue: 168, observed: 1656, best-error: 0.0 worst-error: 0.49999999999999994 SearchModels iteration 5> population: 16, bsize: 32, queue: 177, observed: 1833, best-error: 0.0 worst-error: 0.17250244140624987 SearchModels iteration 6> population: 16, bsize: 32, queue: 166, observed: 1999, best-error: 0.0 worst-error: 0.06347656250000039 SearchModels iteration 7> population: 16, bsize: 32, queue: 174, observed: 2173, best-error: 0.0 worst-error: 0.03668212890625 SearchModels iteration 8> population: 16, bsize: 32, queue: 173, observed: 2346, best-error: 0.0 worst-error: 0.017762556672096214 SearchModels iteration 9> population: 16, bsize: 32, queue: 174, observed: 2520, best-error: 0.0 worst-error: 0.010195016860961859 SearchModels iteration 10> population: 16, bsize: 32, queue: 182, observed: 2702, best-error: 0.0 worst-error: 0.006103515624999958 SearchModels iteration 11> population: 16, bsize: 32, queue: 182, observed: 2884, best-error: 0.0 worst-error: 0.0028680920534043253 SearchModels iteration 12> population: 16, bsize: 32, queue: 181, observed: 3065, best-error: 0.0 worst-error: 0.0013720966526307365 SearchModels iteration 13> population: 16, bsize: 32, queue: 185, observed: 3250, best-error: 0.0 worst-error: 0.00047025139127127675 SearchModels iteration 14> population: 16, bsize: 32, queue: 176, observed: 3426, best-error: 0.0 worst-error: 0.0002459338995777216 SearchModels iteration 15> population: 16, bsize: 32, queue: 172, observed: 3598, best-error: 0.0 worst-error: 0.00011073839099485093 SearchModels iteration 16> population: 16, bsize: 32, queue: 181, observed: 3779, best-error: 0.0 worst-error: 6.379362894389602e-5 SearchModels iteration 17> population: 16, bsize: 32, queue: 170, observed: 3949, best-error: 0.0 worst-error: 3.1401021811349174e-5 SearchModels iteration 18> population: 16, bsize: 32, queue: 182, observed: 4131, best-error: 0.0 worst-error: 1.5330871795154232e-5 SearchModels iteration 19> population: 16, bsize: 32, queue: 179, observed: 4310, best-error: 0.0 worst-error: 6.568669810864859e-6 SearchModels iteration 20> population: 16, bsize: 32, queue: 186, observed: 4496, best-error: 0.0 worst-error: 2.5344184937682092e-6 SearchModels iteration 21> population: 16, bsize: 32, queue: 177, observed: 4673, best-error: 0.0 worst-error: 1.1454342608347557e-6 SearchModels iteration 22> population: 16, bsize: 32, queue: 172, observed: 4845, best-error: 0.0 worst-error: 5.122610231896826e-7 SearchModels iteration 23> population: 16, bsize: 32, queue: 182, observed: 5027, best-error: 0.0 worst-error: 1.5992055609845813e-7 SearchModels> stop by convergence error=(1.0002508163452148, 1.0005133628845215) => 7.65213935439856e-8, iter=24 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.000135898590088, 1.000283432006836) => 3.196240464836787e-8) 3 => ((1.0001308917999268, 1.000275421142578) => 3.568422031143678e-8) 4 => ((1.0001308917999268, 1.0002754211425782) => 3.5684220312041645e-8) 5 => ((1.0001991987228394, 1.0003982543945313) => 3.968347025284652e-8) 6 => ((1.0001258850097656, 1.0002674102783202) => 4.025925994732614e-8) 7 => ((1.0001991987228394, 1.0004011154174806) => 4.039745580814614e-8) 8 => ((1.0001978874206543, 1.000409984588623) => 5.9239987348508145e-8) 9 => ((1.0002517700195312, 1.0005062103271485) => 6.40677354661762e-8) 10 => ((1.0002498626708984, 1.0005062103271485) => 6.655627429332226e-8) 11 => ((1.0002621412277222, 1.0005205154418946) => 7.018930694172095e-8) 12 => ((1.0002611875534058, 1.0005276679992676) => 7.094865939110372e-8) 13 => ((1.000266194343567, 1.0005356788635256) => 7.189582871798534e-8) 14 => ((1.0002479553222656, 1.0005062103271485) => 7.196391735157381e-8) 15 => ((1.000255823135376, 1.0005213737487795) => 7.478096389511404e-8) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 18.65s PkgEval succeeded after 71.18s