Package evaluation of SearchModels on Julia 1.13.0-DEV.868 (f2a8e18a98*) started at 2025-07-15T14:10:42.315 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.2s ################################################################################ # 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 To see why use `status --outdated -m` Installation completed after 1.07s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 21.78s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_goXjBe/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_goXjBe/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: 67151.29383608728 worst-error: 1.2207812461800992e6 SearchModels iteration 2> population: 16, bsize: 64, queue: 57, observed: 417, best-error: 7838.038016230922 worst-error: 106405.32193962573 SearchModels iteration 3> population: 16, bsize: 64, queue: 54, observed: 471, best-error: 2342.9829691006203 worst-error: 17529.10136761517 SearchModels iteration 4> population: 16, bsize: 64, queue: 57, observed: 528, best-error: 125.80450244983678 worst-error: 6492.14755560904 SearchModels iteration 5> population: 16, bsize: 64, queue: 60, observed: 588, best-error: 37.740153874223004 worst-error: 1367.0818161693155 SearchModels iteration 6> population: 16, bsize: 64, queue: 58, observed: 646, best-error: 37.740153874223004 worst-error: 127.44319796576384 SearchModels iteration 7> population: 16, bsize: 64, queue: 58, observed: 704, best-error: 6.528924729599001 worst-error: 32.34332134757517 SearchModels iteration 8> population: 16, bsize: 64, queue: 60, observed: 764, best-error: 6.528924729599001 worst-error: 12.22168209358385 SearchModels iteration 9> population: 16, bsize: 64, queue: 57, observed: 821, best-error: 6.528924729599001 worst-error: 7.709216025091367 SearchModels iteration 10> population: 16, bsize: 64, queue: 54, observed: 875, best-error: 6.435888789253045 worst-error: 6.7962614106606605 SearchModels iteration 11> population: 16, bsize: 64, queue: 56, observed: 931, best-error: 6.377837372081252 worst-error: 6.528924729599001 SearchModels iteration 12> population: 16, bsize: 64, queue: 60, observed: 991, best-error: 6.287444378355779 worst-error: 6.435276202531545 SearchModels iteration 13> population: 16, bsize: 64, queue: 56, observed: 1047, best-error: 6.287444378355779 worst-error: 6.362859384348572 SearchModels iteration 14> population: 16, bsize: 64, queue: 62, observed: 1109, best-error: 6.205296138735729 worst-error: 6.3087256930137 SearchModels iteration 15> population: 16, bsize: 64, queue: 60, observed: 1169, best-error: 6.196591030520878 worst-error: 6.22859671237545 SearchModels iteration 16> population: 16, bsize: 64, queue: 57, observed: 1226, best-error: 6.196591030520878 worst-error: 6.208141148703212 SearchModels iteration 17> population: 16, bsize: 64, queue: 59, observed: 1285, best-error: 6.135276090693878 worst-error: 6.200082264648219 SearchModels iteration 18> population: 16, bsize: 64, queue: 56, observed: 1341, best-error: 6.11738746926328 worst-error: 6.197132186748109 SearchModels iteration 19> population: 16, bsize: 64, queue: 54, observed: 1395, best-error: 6.11738746926328 worst-error: 6.18006513158932 SearchModels iteration 20> population: 16, bsize: 64, queue: 55, observed: 1450, best-error: 6.11738746926328 worst-error: 6.160199562760325 SearchModels iteration 21> population: 16, bsize: 64, queue: 57, observed: 1507, best-error: 6.086127482207167 worst-error: 6.140691147194973 SearchModels iteration 22> population: 16, bsize: 64, queue: 61, observed: 1568, best-error: 6.086127482207167 worst-error: 6.127116007585275 SearchModels iteration 23> population: 16, bsize: 64, queue: 59, observed: 1627, best-error: 6.069535329598442 worst-error: 6.111395032257133 SearchModels iteration 24> population: 16, bsize: 64, queue: 57, observed: 1684, best-error: 6.069535329598442 worst-error: 6.099416256752399 SearchModels iteration 25> population: 16, bsize: 64, queue: 57, observed: 1741, best-error: 6.039799494401636 worst-error: 6.090356073766964 SearchModels iteration 26> population: 16, bsize: 64, queue: 61, observed: 1802, best-error: 6.036078115889016 worst-error: 6.080502691519389 SearchModels iteration 27> population: 16, bsize: 64, queue: 58, observed: 1860, best-error: 5.9963316203647485 worst-error: 6.0690378458150205 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1918, best-error: 5.9963316203647485 worst-error: 6.055340945574352 SearchModels iteration 29> population: 16, bsize: 64, queue: 61, observed: 1979, best-error: 5.9963316203647485 worst-error: 6.035359790062572 SearchModels iteration 30> population: 16, bsize: 64, queue: 61, observed: 2040, best-error: 5.995744415897542 worst-error: 6.018232613500212 SearchModels iteration 31> population: 16, bsize: 64, queue: 60, observed: 2100, best-error: 5.966638854633554 worst-error: 6.008021154104681 SearchModels iteration 32> population: 16, bsize: 64, queue: 57, observed: 2157, best-error: 5.96102241325224 worst-error: 6.001696102130697 SearchModels iteration 33> population: 16, bsize: 64, queue: 55, observed: 2212, best-error: 5.955381006517229 worst-error: 5.981391335179512 SearchModels iteration 34> population: 16, bsize: 64, queue: 62, observed: 2274, best-error: 5.943816460869263 worst-error: 5.968306624264866 SearchModels iteration 35> population: 16, bsize: 64, queue: 60, observed: 2334, best-error: 5.914353266251605 worst-error: 5.96102241325224 SearchModels iteration 36> population: 16, bsize: 64, queue: 60, observed: 2394, best-error: 5.914353266251605 worst-error: 5.952465981762493 SearchModels iteration 37> population: 16, bsize: 64, queue: 53, observed: 2447, best-error: 5.914353266251605 worst-error: 5.941631415570552 SearchModels iteration 38> population: 16, bsize: 64, queue: 59, observed: 2506, best-error: 5.90582548083288 worst-error: 5.9332288400683 SearchModels iteration 39> population: 16, bsize: 64, queue: 60, observed: 2566, best-error: 5.886680470559808 worst-error: 5.92406704491462 SearchModels iteration 40> population: 16, bsize: 64, queue: 60, observed: 2626, best-error: 5.886680470559808 worst-error: 5.9126186949608455 SearchModels iteration 41> population: 16, bsize: 64, queue: 57, observed: 2683, best-error: 5.884511160213418 worst-error: 5.901942518683556 SearchModels iteration 42> population: 16, bsize: 64, queue: 59, observed: 2742, best-error: 5.884511160213418 worst-error: 5.895854703228525 SearchModels iteration 43> population: 16, bsize: 64, queue: 57, observed: 2799, best-error: 5.879520847825178 worst-error: 5.8880899617207065 SearchModels iteration 44> population: 16, bsize: 64, queue: 63, observed: 2862, best-error: 5.879520847825178 worst-error: 5.885499118806031 SearchModels iteration 45> population: 16, bsize: 64, queue: 58, observed: 2920, best-error: 5.86160819258575 worst-error: 5.882521257623961 SearchModels iteration 46> population: 16, bsize: 64, queue: 58, observed: 2978, best-error: 5.857317125771069 worst-error: 5.879520847825178 SearchModels iteration 47> population: 16, bsize: 64, queue: 57, observed: 3035, best-error: 5.857317125771069 worst-error: 5.866739388512698 SearchModels iteration 48> population: 16, bsize: 64, queue: 54, observed: 3089, best-error: 5.842957467858009 worst-error: 5.861668538858167 SearchModels iteration 49> population: 16, bsize: 64, queue: 58, observed: 3147, best-error: 5.842957467858009 worst-error: 5.859474551610412 SearchModels iteration 50> population: 16, bsize: 64, queue: 55, observed: 3202, best-error: 5.840399228900844 worst-error: 5.855331883741243 SearchModels iteration 51> population: 16, bsize: 64, queue: 63, observed: 3265, best-error: 5.832297457891023 worst-error: 5.850899352780856 SearchModels iteration 52> population: 16, bsize: 64, queue: 61, observed: 3326, best-error: 5.832297457891023 worst-error: 5.845251529662193 SearchModels iteration 53> population: 16, bsize: 64, queue: 55, observed: 3381, best-error: 5.820067871570704 worst-error: 5.838630318040479 SearchModels iteration 54> population: 16, bsize: 64, queue: 59, observed: 3440, best-error: 5.820067871570704 worst-error: 5.8327170761489 SearchModels iteration 55> population: 16, bsize: 64, queue: 53, observed: 3493, best-error: 5.818243359967403 worst-error: 5.828196149023572 SearchModels iteration 56> population: 16, bsize: 64, queue: 58, observed: 3551, best-error: 5.818243359967403 worst-error: 5.825461448478604 SearchModels iteration 57> population: 16, bsize: 64, queue: 58, observed: 3609, best-error: 5.810575998556594 worst-error: 5.822578461610382 SearchModels iteration 58> population: 16, bsize: 64, queue: 58, observed: 3667, best-error: 5.810575998556594 worst-error: 5.821243886692728 SearchModels iteration 59> population: 16, bsize: 64, queue: 57, observed: 3724, best-error: 5.810575998556594 worst-error: 5.819113747037048 SearchModels iteration 60> population: 16, bsize: 64, queue: 61, observed: 3785, best-error: 5.805217701888834 worst-error: 5.816102320312321 SearchModels iteration 61> population: 16, bsize: 64, queue: 58, observed: 3843, best-error: 5.795569786008542 worst-error: 5.8131132188283505 SearchModels iteration 62> population: 16, bsize: 64, queue: 59, observed: 3902, best-error: 5.795569786008542 worst-error: 5.808732690365915 SearchModels iteration 63> population: 16, bsize: 64, queue: 62, observed: 3964, best-error: 5.793341104869296 worst-error: 5.802434490065456 SearchModels iteration 64> population: 16, bsize: 64, queue: 57, observed: 4021, best-error: 5.780261936148451 worst-error: 5.7947307896656115 SearchModels iteration 65> population: 16, bsize: 64, queue: 61, observed: 4082, best-error: 5.780261936148451 worst-error: 5.791429385714275 SearchModels iteration 66> population: 16, bsize: 64, queue: 59, observed: 4141, best-error: 5.774699506734197 worst-error: 5.785443980266846 SearchModels iteration 67> population: 16, bsize: 64, queue: 60, observed: 4201, best-error: 5.774699506734197 worst-error: 5.7824785003739425 SearchModels iteration 68> population: 16, bsize: 64, queue: 61, observed: 4262, best-error: 5.769840205590681 worst-error: 5.778241150543372 SearchModels iteration 69> population: 16, bsize: 64, queue: 57, observed: 4319, best-error: 5.767109246176245 worst-error: 5.774580802472981 SearchModels iteration 70> population: 16, bsize: 64, queue: 58, observed: 4377, best-error: 5.767109246176245 worst-error: 5.771424416949018 SearchModels iteration 71> population: 16, bsize: 64, queue: 60, observed: 4437, best-error: 5.766398197966096 worst-error: 5.769840205590681 SearchModels iteration 72> population: 16, bsize: 64, queue: 59, observed: 4496, best-error: 5.756537567465665 worst-error: 5.768036544004804 SearchModels iteration 73> population: 16, bsize: 64, queue: 63, observed: 4559, best-error: 5.756537567465665 worst-error: 5.764556122029573 SearchModels iteration 74> population: 16, bsize: 64, queue: 54, observed: 4613, best-error: 5.746941330730815 worst-error: 5.759653269335257 SearchModels iteration 75> population: 16, bsize: 64, queue: 55, observed: 4668, best-error: 5.746941330730815 worst-error: 5.7572679558356565 SearchModels iteration 76> population: 16, bsize: 64, queue: 57, observed: 4725, best-error: 5.746941330730815 worst-error: 5.754122758477994 SearchModels iteration 77> population: 16, bsize: 64, queue: 57, observed: 4782, best-error: 5.742743118672379 worst-error: 5.750063633092043 SearchModels iteration 78> population: 16, bsize: 64, queue: 60, observed: 4842, best-error: 5.742743118672379 worst-error: 5.748112391985859 SearchModels iteration 79> population: 16, bsize: 64, queue: 59, observed: 4901, best-error: 5.734637179159389 worst-error: 5.7456670178464115 SearchModels iteration 80> population: 16, bsize: 64, queue: 58, observed: 4959, best-error: 5.734467920643662 worst-error: 5.743168889566737 SearchModels iteration 81> population: 16, bsize: 64, queue: 57, observed: 5016, best-error: 5.734467920643662 worst-error: 5.738574607125355 SearchModels iteration 82> population: 16, bsize: 64, queue: 59, observed: 5075, best-error: 5.731006697700137 worst-error: 5.736434689963095 SearchModels iteration 83> population: 16, bsize: 64, queue: 57, observed: 5132, best-error: 5.731006697700137 worst-error: 5.7350544562642884 SearchModels iteration 84> population: 16, bsize: 64, queue: 56, observed: 5188, best-error: 5.729919647833603 worst-error: 5.733682229612754 SearchModels iteration 85> population: 16, bsize: 64, queue: 58, observed: 5246, best-error: 5.721682486273845 worst-error: 5.731835289413592 SearchModels iteration 86> population: 16, bsize: 64, queue: 55, observed: 5301, best-error: 5.71869417541393 worst-error: 5.729685253773898 SearchModels iteration 87> population: 16, bsize: 64, queue: 58, observed: 5359, best-error: 5.71869417541393 worst-error: 5.724332478454257 SearchModels iteration 88> population: 16, bsize: 64, queue: 57, observed: 5416, best-error: 5.714170194938875 worst-error: 5.72058376657212 SearchModels iteration 89> population: 16, bsize: 64, queue: 57, observed: 5473, best-error: 5.711465856053498 worst-error: 5.718784628508067 SearchModels iteration 90> population: 16, bsize: 64, queue: 59, observed: 5532, best-error: 5.711465856053498 worst-error: 5.7151111653772935 SearchModels iteration 91> population: 16, bsize: 64, queue: 59, observed: 5591, best-error: 5.704484634721409 worst-error: 5.713401550291177 SearchModels iteration 92> population: 16, bsize: 64, queue: 59, observed: 5650, best-error: 5.704484634721409 worst-error: 5.712281627853278 SearchModels iteration 93> population: 16, bsize: 64, queue: 57, observed: 5707, best-error: 5.703379203646711 worst-error: 5.708562904434892 SearchModels iteration 94> population: 16, bsize: 64, queue: 57, observed: 5764, best-error: 5.697479857716081 worst-error: 5.706653893080029 SearchModels iteration 95> population: 16, bsize: 64, queue: 58, observed: 5822, best-error: 5.697479857716081 worst-error: 5.704963337203591 SearchModels iteration 96> population: 16, bsize: 64, queue: 60, observed: 5882, best-error: 5.6891701291674766 worst-error: 5.7010038942426355 SearchModels iteration 97> population: 16, bsize: 64, queue: 55, observed: 5937, best-error: 5.6891701291674766 worst-error: 5.699235495384879 SearchModels iteration 98> population: 16, bsize: 64, queue: 57, observed: 5994, best-error: 5.6891701291674766 worst-error: 5.696208515560721 SearchModels iteration 99> population: 16, bsize: 64, queue: 56, observed: 6050, best-error: 5.6891701291674766 worst-error: 5.69301701587545 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.05830658325468696, 0.9280413078547715, 0.1790280769399798, 0.6981307024937966, 0.34849685560427446] 1 => ([-0.43575060554267, -0.08318562355904098, 0.19412095874862978, 0.7129494078040715, 0.3484068542901654] => 5.683693461811283) 2 => ([-0.4354205377188292, -0.08392966206627483, 0.19406097724300686, 0.7129494078040775, 0.3484068542901736] => 5.6891701291674766) 3 => ([-0.4345320388566293, -0.08403693476928784, 0.19410177976813392, 0.7129494078040733, 0.34840685429016793] => 5.6897615874526615) 4 => ([-0.43788204242463163, -0.08389075211696195, 0.19409933520399864, 0.7129494078040739, 0.3484068542901686] => 5.6897787082814535) 5 => ([-0.4378079094617726, -0.0839500634038404, 0.19407780604251407, 0.7129494078040757, 0.34840685429017104] => 5.690174868779828) 6 => ([-0.43714894848201236, -0.08398329841778134, 0.1940813785055704, 0.7129494078040755, 0.34840685429017076] => 5.690207977227217) 7 => ([-0.44034354713043405, -0.08385184216764908, 0.19413769316499038, 0.7129494078040702, 0.3484068542901636] => 5.690392795779581) 8 => ([-0.43903866181467377, -0.08393060842918396, 0.19409698502300993, 0.7129494078040739, 0.34840685429016854] => 5.690481158904735) 9 => ([-0.4383797008349136, -0.0839638434431249, 0.19410055748606628, 0.7129494078040737, 0.34840685429016827] => 5.690513436263732) 10 => ([-0.43790874821776793, -0.0840174797946314, 0.19412095874862978, 0.7129494078040715, 0.3484068542901654] => 5.690796149057372) 11 => ([-0.4408847903440256, -0.0839014259671993, 0.19412575349375377, 0.712949407804071, 0.34840685429016477] => 5.690943176147084) 12 => ([-0.43750222000896044, -0.08407290529633152, 0.19408015622350275, 0.7129494078040757, 0.3484068542901711] => 5.691016274162556) 13 => ([-0.44019528120471596, -0.08397046474140596, 0.19409463484202125, 0.7129494078040738, 0.3484068542901685] => 5.691186780621935) 14 => ([-0.4354739493051018, -0.08418311742161372, 0.1941042243322692, 0.7129494078040728, 0.3484068542901672] => 5.691208861827453) 15 => ([-0.43953632022495576, -0.0840036997553469, 0.1940982073050776, 0.7129494078040736, 0.3484068542901682] => 5.691217206083042) 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: 177, observed: 1147, best-error: 0.02000000000000048 worst-error: 31.999999999999993 SearchModels iteration 2> population: 16, bsize: 32, queue: 162, observed: 1309, best-error: 0.0 worst-error: 1.648125000000004 SearchModels iteration 3> population: 16, bsize: 32, queue: 166, observed: 1475, best-error: 0.0 worst-error: 0.25312499999999954 SearchModels iteration 4> population: 16, bsize: 32, queue: 165, observed: 1640, best-error: 0.0 worst-error: 0.060039062500001246 SearchModels iteration 5> population: 16, bsize: 32, queue: 170, observed: 1810, best-error: 0.0 worst-error: 0.008789062500000517 SearchModels iteration 6> population: 16, bsize: 32, queue: 165, observed: 1975, best-error: 0.0 worst-error: 0.0011789035797118192 SearchModels iteration 7> population: 16, bsize: 32, queue: 169, observed: 2144, best-error: 0.0 worst-error: 0.0002864748239516945 SearchModels iteration 8> population: 16, bsize: 32, queue: 158, observed: 2302, best-error: 0.0 worst-error: 6.155017763371844e-5 SearchModels iteration 9> population: 16, bsize: 32, queue: 133, observed: 2435, best-error: 0.0 worst-error: 9.775161743163629e-6 SearchModels iteration 10> population: 16, bsize: 32, queue: 144, observed: 2579, best-error: 0.0 worst-error: 2.442002296447318e-6 SearchModels iteration 11> population: 16, bsize: 32, queue: 146, observed: 2725, best-error: 0.0 worst-error: 3.433345409576101e-7 SearchModels iteration 12> population: 16, bsize: 32, queue: 140, observed: 2865, best-error: 0.0 worst-error: 8.583142516724629e-8 SearchModels> stop by convergence error=(0.9998535156250001, 0.9997070312499999) => 2.145771816227215e-8, iter=13 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((1.0000000000000002, 1.0) => 1.9770826437101608e-29) 3 => ((0.9999511718750002, 0.9999023437500001) => 2.3841863594347152e-9) 4 => ((0.9999511718750002, 0.99990234375) => 2.384186359434768e-9) 5 => ((0.9999511718750002, 0.9999023437499999) => 2.384186359434821e-9) 6 => ((0.999951171875, 0.9999023437500001) => 2.3841863594454512e-9) 7 => ((0.999951171875, 0.99990234375) => 2.384186359445504e-9) 8 => ((1.0000488281250002, 1.00009765625) => 2.384186359467347e-9) 9 => ((1.00009765625, 1.0001953125) => 9.536752258991764e-9) 10 => ((0.9999023437500001, 0.9998046875000001) => 9.536752258992399e-9) 11 => ((0.9999023437500001, 0.9998046875) => 9.53675225899261e-9) 12 => ((0.99990234375, 0.9998046875) => 9.53675225901387e-9) 13 => ((1.0000976562500001, 1.0001953125) => 9.53675225903598e-9) 14 => ((1.0000976562500001, 1.0001953124999998) => 9.536752259036403e-9) 15 => ((0.9998535156250001, 0.99970703125) => 2.1457718162271672e-8) ===== 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: 1140, best-error: 0.32000000000000195 worst-error: 19.40000000000001 SearchModels iteration 2> population: 16, bsize: 32, queue: 167, observed: 1307, best-error: 0.02000000000000048 worst-error: 2.5999999999999974 SearchModels iteration 3> population: 16, bsize: 32, queue: 158, observed: 1465, best-error: 0.02000000000000048 worst-error: 0.4999999999999999 SearchModels iteration 4> population: 16, bsize: 32, queue: 163, observed: 1628, best-error: 0.01062499999999988 worst-error: 0.14316406249999966 SearchModels iteration 5> population: 16, bsize: 32, queue: 150, observed: 1778, best-error: 0.01062499999999988 worst-error: 0.030088043212889954 SearchModels iteration 6> population: 16, bsize: 32, queue: 157, observed: 1935, best-error: 0.01062499999999988 worst-error: 0.015625 SearchModels iteration 7> population: 16, bsize: 32, queue: 160, observed: 2095, best-error: 0.01062499999999988 worst-error: 0.013036289811134309 SearchModels iteration 8> population: 16, bsize: 32, queue: 154, observed: 2249, best-error: 0.01062499999999988 worst-error: 0.011655426025390846 SearchModels iteration 9> population: 16, bsize: 32, queue: 169, observed: 2418, best-error: 0.010353699326515175 worst-error: 0.011042492131236972 SearchModels iteration 10> population: 16, bsize: 32, queue: 165, observed: 2583, best-error: 0.010353699326515175 worst-error: 0.010676730806153552 SearchModels iteration 11> population: 16, bsize: 32, queue: 154, observed: 2737, best-error: 0.010353699326515175 worst-error: 0.0105176145210862 SearchModels iteration 12> population: 16, bsize: 32, queue: 142, observed: 2879, best-error: 0.01033481550927716 worst-error: 0.010423931146506207 SearchModels iteration 13> population: 16, bsize: 32, queue: 148, observed: 3027, best-error: 0.010295433154688014 worst-error: 0.010355546684149893 SearchModels iteration 14> population: 16, bsize: 32, queue: 144, observed: 3171, best-error: 0.01028530620661573 worst-error: 0.010320320725440977 SearchModels iteration 15> population: 16, bsize: 32, queue: 143, observed: 3314, best-error: 0.010282681635726487 worst-error: 0.01030271861852671 SearchModels iteration 16> population: 16, bsize: 32, queue: 148, observed: 3462, best-error: 0.010280307391243554 worst-error: 0.010290297583900985 SearchModels iteration 17> population: 16, bsize: 32, queue: 138, observed: 3600, best-error: 0.010275888196338229 worst-error: 0.010283913152684952 SearchModels iteration 18> population: 16, bsize: 32, queue: 141, observed: 3741, best-error: 0.010275381929386674 worst-error: 0.010279959286951601 SearchModels iteration 19> population: 16, bsize: 32, queue: 137, observed: 3878, best-error: 0.010275381929386674 worst-error: 0.01027792155291538 SearchModels iteration 20> population: 16, bsize: 32, queue: 117, observed: 3995, best-error: 0.010275381929386674 worst-error: 0.010276580820936965 SearchModels iteration 21> population: 16, bsize: 32, queue: 118, observed: 4113, best-error: 0.010275381929386674 worst-error: 0.010275984351288474 SearchModels iteration 22> population: 16, bsize: 32, queue: 128, observed: 4241, best-error: 0.010275381929386674 worst-error: 0.010275673972050434 SearchModels iteration 23> population: 16, bsize: 32, queue: 128, observed: 4369, best-error: 0.010275381929386674 worst-error: 0.010275527667713258 SearchModels> stop by convergence error=(1.1013671875000002, 1.2130496978759764) => 0.01027546683108088, iter=24 (of 300) 1 => ((1.1013671875000002, 1.2130371093749999) => 0.010275381929386674) 2 => ((1.1013671875000002, 1.2130409240722655) => 0.010275404310232293) 3 => ((1.1013671875000002, 1.2130435943603515) => 0.01027542170850214) 4 => ((1.1013671875000002, 1.213043975830078) => 0.010275424310384583) 5 => ((1.1013671875000002, 1.2130447387695311) => 0.01027542960146096) 6 => ((1.1013671875000002, 1.2130453109741208) => 0.010275433646165797) 7 => ((1.1013671875000002, 1.2130455017089843) => 0.01027543500895266) 8 => ((1.1013671875000002, 1.2130462646484372) => 0.010275440532859679) 9 => ((1.1013673782348634, 1.2130413055419922) => 0.010275442737312058) 10 => ((1.1013671875000002, 1.2130468368530272) => 0.0102754447521875) 11 => ((1.1013671875000002, 1.213047409057617) => 0.01027544903699894) 12 => ((1.1013671875000002, 1.2130483627319335) => 0.01027545632387049) 13 => ((1.1013671875000002, 1.2130489349365234) => 0.010275460783304912) 14 => ((1.1013671875000002, 1.2130491256713867) => 0.010275462284334968) 15 => ((1.1013671875000002, 1.21304931640625) => 0.010275463792640981) Test Summary: | Total Time SearchModels.jl | 0 2.3s Testing SearchModels tests passed Testing completed after 20.45s PkgEval succeeded after 61.07s