Package evaluation to test SearchModels on Julia 1.14.0-DEV.1840 (ab7ba34e40*) started at 2026-03-03T15:11:52.437 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 13.99s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [0e966ebe] + SearchModels v0.5.0 Updating `~/.julia/environments/v1.14/Manifest.toml` [34da2185] + Compat v4.18.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [ffbed154] + DocStringExtensions v0.9.5 [92d709cd] + IrrationalConstants v0.2.6 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [0e966ebe] + SearchModels v0.5.0 [a2af1166] + SortingAlgorithms v1.2.2 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [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 v1.13.0 [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 v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [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 v0.3.30+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.15.0+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 To see why use `status --outdated -m` Installation completed after 1.44s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 3105.6 ms ✓ SearchModels 1 dependency successfully precompiled in 3 seconds. 30 already precompiled. Precompilation completed after 22.13s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_ge1DnZ/Project.toml` [0e966ebe] SearchModels v0.5.0 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_ge1DnZ/Manifest.toml` [34da2185] Compat v4.18.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.5 [92d709cd] IrrationalConstants v0.2.6 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.1 [0e966ebe] SearchModels v0.5.0 [a2af1166] SortingAlgorithms v1.2.2 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [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 v1.13.0 [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 v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [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 v0.3.30+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.15.0+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: 9916.523888262309 worst-error: 152679.22209158563 SearchModels iteration 2> population: 16, bsize: 64, queue: 52, observed: 402, best-error: 9916.523888262309 worst-error: 131870.00854891812 SearchModels iteration 3> population: 16, bsize: 64, queue: 60, observed: 462, best-error: 511.71580750574304 worst-error: 81522.55078540382 SearchModels iteration 4> population: 16, bsize: 64, queue: 60, observed: 522, best-error: 511.71580750574304 worst-error: 9490.07080733648 SearchModels iteration 5> population: 16, bsize: 64, queue: 61, observed: 583, best-error: 290.60836471058724 worst-error: 1642.9759909700103 SearchModels iteration 6> population: 16, bsize: 64, queue: 59, observed: 642, best-error: 190.18408921114258 worst-error: 353.3211009758898 SearchModels iteration 7> population: 16, bsize: 64, queue: 59, observed: 701, best-error: 157.69558383874497 worst-error: 206.30172723471804 SearchModels iteration 8> population: 16, bsize: 64, queue: 55, observed: 756, best-error: 137.56465469089795 worst-error: 163.75217359136045 SearchModels iteration 9> population: 16, bsize: 64, queue: 54, observed: 810, best-error: 137.56465469089795 worst-error: 156.2832176141589 SearchModels iteration 10> population: 16, bsize: 64, queue: 56, observed: 866, best-error: 135.62811486475346 worst-error: 146.87971611375673 SearchModels iteration 11> population: 16, bsize: 64, queue: 56, observed: 922, best-error: 132.75140389224143 worst-error: 141.9460562171759 SearchModels iteration 12> population: 16, bsize: 64, queue: 56, observed: 978, best-error: 132.75140389224143 worst-error: 137.81491398655808 SearchModels iteration 13> population: 16, bsize: 64, queue: 59, observed: 1037, best-error: 132.55868247250461 worst-error: 135.65433643545515 SearchModels iteration 14> population: 16, bsize: 64, queue: 58, observed: 1095, best-error: 131.16351642271113 worst-error: 133.81800540876426 SearchModels iteration 15> population: 16, bsize: 64, queue: 54, observed: 1149, best-error: 131.16351642271113 worst-error: 132.79150051721817 SearchModels iteration 16> population: 16, bsize: 64, queue: 59, observed: 1208, best-error: 131.06535786432514 worst-error: 132.1002728017132 SearchModels iteration 17> population: 16, bsize: 64, queue: 59, observed: 1267, best-error: 129.91160088559866 worst-error: 131.36878936415368 SearchModels iteration 18> population: 16, bsize: 64, queue: 60, observed: 1327, best-error: 129.91160088559866 worst-error: 130.83884025440597 SearchModels iteration 19> population: 16, bsize: 64, queue: 55, observed: 1382, best-error: 129.3307729639072 worst-error: 130.2881765166343 SearchModels iteration 20> population: 16, bsize: 64, queue: 58, observed: 1440, best-error: 129.3307729639072 worst-error: 129.9929191818764 SearchModels iteration 21> population: 16, bsize: 64, queue: 59, observed: 1499, best-error: 129.20642805320588 worst-error: 129.70396499394542 SearchModels iteration 22> population: 16, bsize: 64, queue: 59, observed: 1558, best-error: 128.9352820751492 worst-error: 129.51026691038115 SearchModels iteration 23> population: 16, bsize: 64, queue: 61, observed: 1619, best-error: 128.9352820751492 worst-error: 129.3065260074197 SearchModels iteration 24> population: 16, bsize: 64, queue: 56, observed: 1675, best-error: 128.7604834209746 worst-error: 129.1077655429767 SearchModels iteration 25> population: 16, bsize: 64, queue: 60, observed: 1735, best-error: 128.7604834209746 worst-error: 128.99736443500043 SearchModels iteration 26> population: 16, bsize: 64, queue: 58, observed: 1793, best-error: 128.44171027873335 worst-error: 128.9331113255556 SearchModels iteration 27> population: 16, bsize: 64, queue: 56, observed: 1849, best-error: 128.44171027873335 worst-error: 128.85161494760524 SearchModels iteration 28> population: 16, bsize: 64, queue: 62, observed: 1911, best-error: 128.18644626452232 worst-error: 128.69839290279762 SearchModels iteration 29> population: 16, bsize: 64, queue: 58, observed: 1969, best-error: 128.18644626452232 worst-error: 128.6364821697484 SearchModels iteration 30> population: 16, bsize: 64, queue: 59, observed: 2028, best-error: 128.18644626452232 worst-error: 128.49447544892573 SearchModels iteration 31> population: 16, bsize: 64, queue: 58, observed: 2086, best-error: 128.0989620284756 worst-error: 128.37618460478936 SearchModels iteration 32> population: 16, bsize: 64, queue: 59, observed: 2145, best-error: 128.0989620284756 worst-error: 128.20588971380627 SearchModels iteration 33> population: 16, bsize: 64, queue: 56, observed: 2201, best-error: 127.98641915937628 worst-error: 128.1520535440112 SearchModels iteration 34> population: 16, bsize: 64, queue: 58, observed: 2259, best-error: 127.98641915937628 worst-error: 128.125129397119 SearchModels iteration 35> population: 16, bsize: 64, queue: 59, observed: 2318, best-error: 127.78912481368545 worst-error: 128.07961698059611 SearchModels iteration 36> population: 16, bsize: 64, queue: 55, observed: 2373, best-error: 127.78912481368545 worst-error: 128.04168891082685 SearchModels iteration 37> population: 16, bsize: 64, queue: 58, observed: 2431, best-error: 127.78912481368545 worst-error: 127.96059686766759 SearchModels iteration 38> population: 16, bsize: 64, queue: 61, observed: 2492, best-error: 127.78912481368545 worst-error: 127.8994150075961 SearchModels iteration 39> population: 16, bsize: 64, queue: 59, observed: 2551, best-error: 127.62806725620578 worst-error: 127.87390922176202 SearchModels iteration 40> population: 16, bsize: 64, queue: 58, observed: 2609, best-error: 127.62806725620578 worst-error: 127.84323049937171 SearchModels iteration 41> population: 16, bsize: 64, queue: 56, observed: 2665, best-error: 127.62806725620578 worst-error: 127.74738015723631 SearchModels iteration 42> population: 16, bsize: 64, queue: 59, observed: 2724, best-error: 127.62806725620578 worst-error: 127.7170270893119 SearchModels iteration 43> population: 16, bsize: 64, queue: 55, observed: 2779, best-error: 127.47099564980627 worst-error: 127.69110142123549 SearchModels iteration 44> population: 16, bsize: 64, queue: 58, observed: 2837, best-error: 127.47099564980627 worst-error: 127.66989228757069 SearchModels iteration 45> population: 16, bsize: 64, queue: 61, observed: 2898, best-error: 127.37792442938053 worst-error: 127.631161574823 SearchModels iteration 46> population: 16, bsize: 64, queue: 58, observed: 2956, best-error: 127.37792442938053 worst-error: 127.56870148268851 SearchModels iteration 47> population: 16, bsize: 64, queue: 57, observed: 3013, best-error: 127.37792442938053 worst-error: 127.50571429142111 SearchModels iteration 48> population: 16, bsize: 64, queue: 59, observed: 3072, best-error: 127.37792442938053 worst-error: 127.47099564980627 SearchModels iteration 49> population: 16, bsize: 64, queue: 59, observed: 3131, best-error: 127.27045102041377 worst-error: 127.4356240856823 SearchModels iteration 50> population: 16, bsize: 64, queue: 62, observed: 3193, best-error: 127.23061861761498 worst-error: 127.40632140685092 SearchModels iteration 51> population: 16, bsize: 64, queue: 60, observed: 3253, best-error: 127.19692193316261 worst-error: 127.33420655695623 SearchModels iteration 52> population: 16, bsize: 64, queue: 55, observed: 3308, best-error: 127.16849401637911 worst-error: 127.283427578763 SearchModels iteration 53> population: 16, bsize: 64, queue: 57, observed: 3365, best-error: 127.16849401637911 worst-error: 127.24466195912166 SearchModels iteration 54> population: 16, bsize: 64, queue: 59, observed: 3424, best-error: 127.16849401637911 worst-error: 127.22526316362588 SearchModels iteration 55> population: 16, bsize: 64, queue: 55, observed: 3479, best-error: 127.07403551283342 worst-error: 127.20338369706424 SearchModels iteration 56> population: 16, bsize: 64, queue: 58, observed: 3537, best-error: 127.06061254582468 worst-error: 127.18395643221419 SearchModels iteration 57> population: 16, bsize: 64, queue: 60, observed: 3597, best-error: 127.03253834257123 worst-error: 127.13097734016418 SearchModels iteration 58> population: 16, bsize: 64, queue: 59, observed: 3656, best-error: 126.94563737754596 worst-error: 127.06783907130826 SearchModels iteration 59> population: 16, bsize: 64, queue: 60, observed: 3716, best-error: 126.86072565538925 worst-error: 127.04771432598268 SearchModels iteration 60> population: 16, bsize: 64, queue: 60, observed: 3776, best-error: 126.86072565538925 worst-error: 127.01265197593865 SearchModels iteration 61> population: 16, bsize: 64, queue: 58, observed: 3834, best-error: 126.86072565538925 worst-error: 126.94563737754596 SearchModels iteration 62> population: 16, bsize: 64, queue: 57, observed: 3891, best-error: 126.81396882792072 worst-error: 126.91659354660206 SearchModels iteration 63> population: 16, bsize: 64, queue: 58, observed: 3949, best-error: 126.81396882792072 worst-error: 126.88586772511594 SearchModels iteration 64> population: 16, bsize: 64, queue: 60, observed: 4009, best-error: 126.78017518999285 worst-error: 126.85907406228304 SearchModels iteration 65> population: 16, bsize: 64, queue: 57, observed: 4066, best-error: 126.11016466366341 worst-error: 126.84221456451023 SearchModels iteration 66> population: 16, bsize: 64, queue: 58, observed: 4124, best-error: 115.78746074202525 worst-error: 126.80450371999066 SearchModels iteration 67> population: 16, bsize: 64, queue: 55, observed: 4179, best-error: 114.79012727066815 worst-error: 115.97411489298578 SearchModels iteration 68> population: 16, bsize: 64, queue: 58, observed: 4237, best-error: 113.90429887709226 worst-error: 114.98930291840894 SearchModels iteration 69> population: 16, bsize: 64, queue: 58, observed: 4295, best-error: 112.05510809028507 worst-error: 113.94683703327416 SearchModels iteration 70> population: 16, bsize: 64, queue: 61, observed: 4356, best-error: 111.34839982993243 worst-error: 113.28066750052294 SearchModels iteration 71> population: 16, bsize: 64, queue: 59, observed: 4415, best-error: 111.34839982993243 worst-error: 112.32748032772936 SearchModels iteration 72> population: 16, bsize: 64, queue: 55, observed: 4470, best-error: 110.6996376482352 worst-error: 111.86084512248216 SearchModels iteration 73> population: 16, bsize: 64, queue: 61, observed: 4531, best-error: 110.2463191370351 worst-error: 111.53508613064287 SearchModels iteration 74> population: 16, bsize: 64, queue: 58, observed: 4589, best-error: 110.00627601280247 worst-error: 111.04194866060249 SearchModels iteration 75> population: 16, bsize: 64, queue: 59, observed: 4648, best-error: 109.10707495521355 worst-error: 110.48587799342148 SearchModels iteration 76> population: 16, bsize: 64, queue: 60, observed: 4708, best-error: 109.10707495521355 worst-error: 109.75861480524553 SearchModels iteration 77> population: 16, bsize: 64, queue: 59, observed: 4767, best-error: 108.65105922646326 worst-error: 109.40664711678735 SearchModels iteration 78> population: 16, bsize: 64, queue: 59, observed: 4826, best-error: 108.29604098825783 worst-error: 109.13488975539616 SearchModels iteration 79> population: 16, bsize: 64, queue: 60, observed: 4886, best-error: 108.29604098825783 worst-error: 108.87630309594303 SearchModels iteration 80> population: 16, bsize: 64, queue: 56, observed: 4942, best-error: 107.92648062979967 worst-error: 108.6385621724163 SearchModels iteration 81> population: 16, bsize: 64, queue: 61, observed: 5003, best-error: 107.5784385162604 worst-error: 108.46991498905818 SearchModels iteration 82> population: 16, bsize: 64, queue: 54, observed: 5057, best-error: 107.199533434755 worst-error: 107.92648062979967 SearchModels iteration 83> population: 16, bsize: 64, queue: 58, observed: 5115, best-error: 106.5824178032723 worst-error: 107.68796659988597 SearchModels iteration 84> population: 16, bsize: 64, queue: 59, observed: 5174, best-error: 106.5824178032723 worst-error: 107.40900190481312 SearchModels iteration 85> population: 16, bsize: 64, queue: 57, observed: 5231, best-error: 106.48898361049008 worst-error: 106.95108374501228 SearchModels iteration 86> population: 16, bsize: 64, queue: 59, observed: 5290, best-error: 106.23108057962737 worst-error: 106.78887726711952 SearchModels iteration 87> population: 16, bsize: 64, queue: 61, observed: 5351, best-error: 106.23108057962737 worst-error: 106.50159676175375 SearchModels iteration 88> population: 16, bsize: 64, queue: 60, observed: 5411, best-error: 105.94126659905099 worst-error: 106.34701440607388 SearchModels iteration 89> population: 16, bsize: 64, queue: 58, observed: 5469, best-error: 105.6601135604769 worst-error: 106.13450701756884 SearchModels iteration 90> population: 16, bsize: 64, queue: 56, observed: 5525, best-error: 104.2631992175637 worst-error: 105.96164560427772 SearchModels iteration 91> population: 16, bsize: 64, queue: 59, observed: 5584, best-error: 98.82374278264788 worst-error: 105.6601135604769 SearchModels iteration 92> population: 16, bsize: 64, queue: 57, observed: 5641, best-error: 98.72358708245372 worst-error: 99.13382844842263 SearchModels iteration 93> population: 16, bsize: 64, queue: 61, observed: 5702, best-error: 97.70478806076825 worst-error: 98.8133965616213 SearchModels iteration 94> population: 16, bsize: 64, queue: 57, observed: 5759, best-error: 97.70478806076825 worst-error: 98.65835010477682 SearchModels iteration 95> population: 16, bsize: 64, queue: 59, observed: 5818, best-error: 96.74000117947797 worst-error: 97.81645360229507 SearchModels iteration 96> population: 16, bsize: 64, queue: 60, observed: 5878, best-error: 96.65012118114717 worst-error: 97.32876472352905 SearchModels iteration 97> population: 16, bsize: 64, queue: 61, observed: 5939, best-error: 95.85180774391787 worst-error: 96.85472011028757 SearchModels iteration 98> population: 16, bsize: 64, queue: 58, observed: 5997, best-error: 95.21372006924773 worst-error: 96.61145917496006 SearchModels iteration 99> population: 16, bsize: 64, queue: 60, observed: 6057, best-error: 95.21372006924773 worst-error: 95.92320114879709 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.6392970432793837, 0.5183040928665786, 0.20869031835449425, 0.41451907328376436, 0.12243467325460189] 1 => ([-0.5598091369793169, -0.6781554279066478, -0.45201577803514764, 0.43079166539779623, 0.1313874574381896] => 94.76477562715459) 2 => ([-0.552419426575899, -0.6827105181172756, -0.4530610084687286, 0.43152608880235266, 0.1313874574381896] => 94.9010891013758) 3 => ([-0.5573877759614382, -0.6773155670543332, -0.44769771766814304, 0.43358618201041255, 0.1313874574381896] => 95.05731118886342) 4 => ([-0.5533916851715763, -0.6797353626599851, -0.45266988287354915, 0.4297359854118997, 0.1313874574381896] => 95.08201806128343) 5 => ([-0.5554730159371422, -0.6788816972934758, -0.453919427349751, 0.4300199458670848, 0.1313874574381896] => 95.16728158416734) 6 => ([-0.5549036012686686, -0.6766332875456198, -0.45488315669912016, 0.4304096691588063, 0.1313874574381896] => 95.16812464532507) 7 => ([-0.5573877759614382, -0.6773155670543332, -0.4521746948448245, 0.42929324951525993, 0.1313874574381896] => 95.21372006924773) 8 => ([-0.5535582559128462, -0.6804478275326185, -0.45566415985467745, 0.43074664221890974, 0.1313874574381896] => 95.27913754701419) 9 => ([-0.5546615902444855, -0.6788797810828218, -0.45519598945194306, 0.4302260633076672, 0.1313874574381896] => 95.29189469547059) 10 => ([-0.5590938384719747, -0.6804478275326185, -0.45566415985467745, 0.43074664221890974, 0.1313874574381896] => 95.33778545425712) 11 => ([-0.5529888412443726, -0.6781994177847624, -0.4566278892040467, 0.43113636551063117, 0.1313874574381896] => 95.37395257998887) 12 => ([-0.5514795333769422, -0.6815504043504427, -0.4565151605115926, 0.43079166539779623, 0.1313874574381896] => 95.40209945576804) 13 => ([-0.5521166623888614, -0.6732467097103481, -0.4571668672791446, 0.4304096691588063, 0.1313874574381896] => 95.4453599554734) 14 => ([-0.554600837081631, -0.6739289892190614, -0.45445840542484883, 0.42929324951525993, 0.1313874574381896] => 95.45101151834176) 15 => ([-0.5576467718203564, -0.6781832629943303, -0.4547155813787187, 0.4295889551022652, 0.1313874574381896] => 95.4628972366968) Test Summary: | Total Time SearchModels.jl | 0 6.9s ===== 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: 167, observed: 1138, best-error: 0.5199999999999979 worst-error: 29.200000000000014 SearchModels iteration 2> population: 16, bsize: 32, queue: 178, observed: 1316, best-error: 0.25000000000000044 worst-error: 4.419999999999999 SearchModels iteration 3> population: 16, bsize: 32, queue: 160, observed: 1476, best-error: 0.20312499999999734 worst-error: 2.119999999999997 SearchModels iteration 4> population: 16, bsize: 32, queue: 153, observed: 1629, best-error: 0.20312499999999734 worst-error: 1.0231250000000005 SearchModels iteration 5> population: 16, bsize: 32, queue: 162, observed: 1791, best-error: 0.16597900390625056 worst-error: 0.5199999999999979 SearchModels iteration 6> population: 16, bsize: 32, queue: 158, observed: 1949, best-error: 0.09140625000000017 worst-error: 0.2656249999999988 SearchModels iteration 7> population: 16, bsize: 32, queue: 182, observed: 2131, best-error: 0.09140625000000017 worst-error: 0.16597900390625056 SearchModels iteration 8> population: 16, bsize: 32, queue: 179, observed: 2310, best-error: 0.09140625000000017 worst-error: 0.13698822975158698 SearchModels iteration 9> population: 16, bsize: 32, queue: 185, observed: 2495, best-error: 0.09140625000000017 worst-error: 0.11995148658752372 SearchModels iteration 10> population: 16, bsize: 32, queue: 171, observed: 2666, best-error: 0.09140625000000017 worst-error: 0.1060642242082401 SearchModels iteration 11> population: 16, bsize: 32, queue: 168, observed: 2834, best-error: 0.09140625000000017 worst-error: 0.09863418121123814 SearchModels iteration 12> population: 16, bsize: 32, queue: 169, observed: 3003, best-error: 0.08812291566282485 worst-error: 0.09453617181861794 SearchModels iteration 13> population: 16, bsize: 32, queue: 182, observed: 3185, best-error: 0.08812291566282485 worst-error: 0.09194277074420834 SearchModels iteration 14> population: 16, bsize: 32, queue: 155, observed: 3340, best-error: 0.08812291566282485 worst-error: 0.08959553392721287 SearchModels iteration 15> population: 16, bsize: 32, queue: 161, observed: 3501, best-error: 0.0870569533626349 worst-error: 0.08852412468069805 SearchModels iteration 16> population: 16, bsize: 32, queue: 159, observed: 3660, best-error: 0.0870569533626349 worst-error: 0.0878178024177032 SearchModels iteration 17> population: 16, bsize: 32, queue: 137, observed: 3797, best-error: 0.0870569533626349 worst-error: 0.08731901356249216 SearchModels iteration 18> population: 16, bsize: 32, queue: 98, observed: 3895, best-error: 0.087056888106976 worst-error: 0.08709367311413242 SearchModels iteration 19> population: 16, bsize: 32, queue: 89, observed: 3984, best-error: 0.087056888106976 worst-error: 0.08706069880679848 SearchModels iteration 20> population: 16, bsize: 32, queue: 84, observed: 4068, best-error: 0.087056888106976 worst-error: 0.0870574138301401 SearchModels iteration 21> population: 16, bsize: 32, queue: 70, observed: 4138, best-error: 0.08705688532124739 worst-error: 0.08705700094103544 SearchModels iteration 22> population: 16, bsize: 32, queue: 77, observed: 4215, best-error: 0.08705688510082271 worst-error: 0.08705689572304012 SearchModels> stop by convergence error=(1.2948354721069335, 1.677734375) => 0.08705688599950788, iter=23 (of 300) 1 => ((1.2948343276977539, 1.677734375) => 0.08705688508265154) 2 => ((1.2948341369628906, 1.677734375) => 0.08705688510082271) 3 => ((1.294834518432617, 1.677734375) => 0.0870568851133319) 4 => ((1.2948339462280274, 1.677734375) => 0.0870568851678454) 5 => ((1.2948339462280272, 1.677734375) => 0.08705688516784542) 6 => ((1.2948347091674806, 1.677734375) => 0.08705688519286385) 7 => ((1.2948337554931642, 1.677734375) => 0.08705688528371966) 8 => ((1.294833755493164, 1.677734375) => 0.08705688528371967) 9 => ((1.2948348999023436, 1.677734375) => 0.08705688532124739) 10 => ((1.2948348999023438, 1.677734375) => 0.08705688532124742) 11 => ((1.2948335647583007, 1.677734375) => 0.08705688544844539) 12 => ((1.294835090637207, 1.677734375) => 0.08705688549848258) 13 => ((1.2948333740234375, 1.677734375) => 0.08705688566202258) 14 => ((1.2948352813720703, 1.677734375) => 0.08705688572456936) 15 => ((1.2948331832885742, 1.677734375) => 0.08705688592445122) ===== 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: 173, observed: 1143, best-error: 0.0 worst-error: 26.11999999999996 SearchModels iteration 2> population: 16, bsize: 32, queue: 160, observed: 1303, best-error: 0.0 worst-error: 2.7200000000000006 SearchModels iteration 3> population: 16, bsize: 32, queue: 172, observed: 1475, best-error: 0.0 worst-error: 0.5281250000000065 SearchModels iteration 4> population: 16, bsize: 32, queue: 171, observed: 1646, best-error: 0.0 worst-error: 0.10000000000000016 SearchModels iteration 5> population: 16, bsize: 32, queue: 164, observed: 1810, best-error: 0.0 worst-error: 0.021360015869140762 SearchModels iteration 6> population: 16, bsize: 32, queue: 177, observed: 1987, best-error: 0.0 worst-error: 0.0069375705718993565 SearchModels iteration 7> population: 16, bsize: 32, queue: 180, observed: 2167, best-error: 0.0 worst-error: 0.0020773035287857088 SearchModels iteration 8> population: 16, bsize: 32, queue: 172, observed: 2339, best-error: 0.0 worst-error: 0.000651970505714421 SearchModels iteration 9> population: 16, bsize: 32, queue: 174, observed: 2513, best-error: 0.0 worst-error: 0.00025174826616422016 SearchModels iteration 10> population: 16, bsize: 32, queue: 169, observed: 2682, best-error: 0.0 worst-error: 0.00010793202338391131 SearchModels iteration 11> population: 16, bsize: 32, queue: 184, observed: 2866, best-error: 0.0 worst-error: 4.9682892858981306e-5 SearchModels iteration 12> population: 16, bsize: 32, queue: 181, observed: 3047, best-error: 0.0 worst-error: 1.897479391175389e-5 SearchModels iteration 13> population: 16, bsize: 32, queue: 173, observed: 3220, best-error: 0.0 worst-error: 7.081725095224498e-6 SearchModels iteration 14> population: 16, bsize: 32, queue: 183, observed: 3403, best-error: 0.0 worst-error: 3.0908595363142904e-6 SearchModels iteration 15> population: 16, bsize: 32, queue: 176, observed: 3579, best-error: 0.0 worst-error: 1.1406200819296028e-6 SearchModels iteration 16> population: 16, bsize: 32, queue: 178, observed: 3757, best-error: 0.0 worst-error: 4.0287937813493853e-7 SearchModels iteration 17> population: 16, bsize: 32, queue: 183, observed: 3940, best-error: 0.0 worst-error: 1.588491443167631e-7 SearchModels> stop by convergence error=(0.9997726440429687, 0.9995574951171875) => 6.646596151038805e-8, iter=18 (of 300) 1 => ((1.0, 1.0) => 0.0) 2 => ((0.999920654296875, 0.999847412109375) => 1.001334963616302e-8) 3 => ((0.9998863220214844, 0.9997779846191406) => 1.576107196919859e-8) 4 => ((0.9998756408691406, 0.9997611999511719) => 2.527163462352094e-8) 5 => ((0.9998558044433594, 0.9997215270996094) => 3.058825187368084e-8) 6 => ((0.99984130859375, 0.9996749877929687) => 3.104221807821145e-8) 7 => ((0.99984130859375, 0.99969482421875) => 4.0022705187971754e-8) 8 => ((0.9998306274414063, 0.9996719360351562) => 4.0034565258942556e-8) 9 => ((0.9998069763183594, 0.9996253967285156) => 5.026972707783205e-8) 10 => ((0.9998161315917968, 0.9996452331542969) => 5.054202314044335e-8) 11 => ((0.9998107910156251, 0.9996337890625) => 5.061392668491527e-8) 12 => ((0.9997619628906249, 0.9995223999023437) => 5.691210890572003e-8) 13 => ((0.9997962951660155, 0.9996070861816406) => 6.238849420040293e-8) 14 => ((0.9997909545898438, 0.9995956420898438) => 6.243943102244854e-8) 15 => ((0.9997726440429687, 0.9995559692382813) => 6.298927661490654e-8) Test Summary: | Total Time SearchModels.jl | 0 2.2s Testing SearchModels tests passed Testing completed after 16.65s PkgEval succeeded after 64.27s