Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.655 (3a5e1f15ec*) started at 2025-05-29T18:25:47.923 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.42s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.1 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.5.8 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.4 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.2 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.21 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [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 [44cfe95a] + Pkg v1.13.0 [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 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.12.1+1 [e37daf67] + LibGit2_jll v1.9.0+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.5.20 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.12.0+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 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 4.32s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 139.81s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_Cb2Afh/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_Cb2Afh/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.1 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.5.8 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.4 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.2 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.21 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [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 [44cfe95a] Pkg v1.13.0 [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 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.12.1+1 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.12.0+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.285080 seconds (1.20 M allocations: 68.676 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233362.22548629093 || Iter Time:15.519091129302979 || Total time:15.519091129302979 Iteration: 1 || Clusters count: 1 || Log posterior: -233362.22548629093 || Iter Time:0.00569605827331543 || Total time:15.524787187576294 Iteration: 2 || Clusters count: 1 || Log posterior: -233362.22548629093 || Iter Time:0.005193948745727539 || Total time:15.529981136322021 Iteration: 3 || Clusters count: 1 || Log posterior: -233362.22548629093 || Iter Time:0.005162954330444336 || Total time:15.535144090652466 Iteration: 4 || Clusters count: 1 || Log posterior: -233362.22548629093 || Iter Time:0.0050508975982666016 || Total time:15.540194988250732 Iteration: 5 || Clusters count: 1 || Log posterior: -233362.22548629093 || Iter Time:0.016343116760253906 || Total time:15.556538105010986 Iteration: 6 || Clusters count: 1 || Log posterior: -233362.22548629093 || Iter Time:0.004975795745849609 || Total time:15.561513900756836 Iteration: 7 || Clusters count: 1 || Log posterior: -233362.22548629093 || Iter Time:0.005042076110839844 || Total time:15.566555976867676 Iteration: 8 || Clusters count: 1 || Log posterior: -233362.22548629093 || Iter Time:0.00492095947265625 || Total time:15.571476936340332 Iteration: 9 || Clusters count: 1 || Log posterior: -233362.22548629093 || Iter Time:0.004970073699951172 || Total time:15.576447010040283 Iteration: 10 || Clusters count: 1 || Log posterior: -233362.22548629093 || Iter Time:0.004971027374267578 || Total time:15.58141803741455 Iteration: 11 || Clusters count: 1 || Log posterior: -233362.22548629093 || Iter Time:0.0050089359283447266 || Total time:15.586426973342896 Iteration: 12 || Clusters count: 1 || Log posterior: -233362.22548629093 || Iter Time:0.0049588680267333984 || Total time:15.591385841369629 Iteration: 13 || Clusters count: 2 || Log posterior: -232934.54665843313 || Iter Time:3.5525062084198 || Total time:19.14389204978943 Iteration: 14 || Clusters count: 2 || Log posterior: -232928.91211777684 || Iter Time:0.006351947784423828 || Total time:19.150243997573853 Iteration: 15 || Clusters count: 2 || Log posterior: -232906.0000273379 || Iter Time:0.0056591033935546875 || Total time:19.155903100967407 Iteration: 16 || Clusters count: 2 || Log posterior: -232914.26774750775 || Iter Time:0.0056231021881103516 || Total time:19.161526203155518 Iteration: 17 || Clusters count: 2 || Log posterior: -232859.2505061744 || Iter Time:0.00558018684387207 || Total time:19.16710638999939 Iteration: 18 || Clusters count: 2 || Log posterior: -232855.3783786098 || Iter Time:0.005792140960693359 || Total time:19.172898530960083 Iteration: 19 || Clusters count: 2 || Log posterior: -232864.20226353972 || Iter Time:0.005719184875488281 || Total time:19.17861771583557 Iteration: 20 || Clusters count: 2 || Log posterior: -232780.8253102116 || Iter Time:3.0986409187316895 || Total time:22.27725863456726 Loading and distributing data: 0.000920 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233027.19390299052 || Iter Time:0.03007984161376953 || Total time:22.30733847618103 Iteration: 22 || Clusters count: 2 || Log posterior: -233013.57673566 || Iter Time:0.005465984344482422 || Total time:22.312804460525513 Iteration: 23 || Clusters count: 2 || Log posterior: -233003.53765299052 || Iter Time:0.00539708137512207 || Total time:22.318201541900635 Iteration: 24 || Clusters count: 2 || Log posterior: -232991.44851618097 || Iter Time:0.005422115325927734 || Total time:22.323623657226562 Iteration: 25 || Clusters count: 2 || Log posterior: -233004.6935142765 || Iter Time:0.005690813064575195 || Total time:22.329314470291138 Iteration: 26 || Clusters count: 2 || Log posterior: -232992.2964738504 || Iter Time:0.005708932876586914 || Total time:22.335023403167725 Iteration: 27 || Clusters count: 2 || Log posterior: -232977.95110617392 || Iter Time:0.005383014678955078 || Total time:22.34040641784668 Iteration: 28 || Clusters count: 3 || Log posterior: -232706.3796129604 || Iter Time:0.007112026214599609 || Total time:22.34751844406128 Iteration: 29 || Clusters count: 3 || Log posterior: -232582.77688799682 || Iter Time:0.05077791213989258 || Total time:22.398296356201172 Iteration: 30 || Clusters count: 3 || Log posterior: -232560.1945479662 || Iter Time:0.005810976028442383 || Total time:22.404107332229614 Iteration: 31 || Clusters count: 3 || Log posterior: -232569.84358069193 || Iter Time:0.005784034729003906 || Total time:22.409891366958618 Iteration: 32 || Clusters count: 3 || Log posterior: -232570.32505248414 || Iter Time:0.0057528018951416016 || Total time:22.41564416885376 Iteration: 33 || Clusters count: 3 || Log posterior: -232568.41259448847 || Iter Time:0.005691051483154297 || Total time:22.421335220336914 Iteration: 34 || Clusters count: 3 || Log posterior: -232549.82872087788 || Iter Time:0.005731105804443359 || Total time:22.427066326141357 Iteration: 35 || Clusters count: 4 || Log posterior: -232219.1946968871 || Iter Time:0.007708072662353516 || Total time:22.43477439880371 Iteration: 36 || Clusters count: 4 || Log posterior: -232172.15049755338 || Iter Time:0.005959033966064453 || Total time:22.440733432769775 Iteration: 37 || Clusters count: 4 || Log posterior: -232168.18753373515 || Iter Time:0.005984783172607422 || Total time:22.446718215942383 Iteration: 38 || Clusters count: 4 || Log posterior: -232122.55301402815 || Iter Time:0.006021022796630859 || Total time:22.452739238739014 Iteration: 39 || Clusters count: 4 || Log posterior: -232130.5044354299 || Iter Time:0.006019115447998047 || Total time:22.45875835418701 Iteration: 40 || Clusters count: 4 || Log posterior: -232113.42852954252 || Iter Time:0.005970954895019531 || Total time:22.46472930908203 Iteration: 41 || Clusters count: 4 || Log posterior: -232036.18924158203 || Iter Time:0.005939006805419922 || Total time:22.47066831588745 Loading and distributing data: 0.000792 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262043.5391028631 || Iter Time:0.006372928619384766 || Total time:22.477041244506836 Iteration: 43 || Clusters count: 4 || Log posterior: -262011.82676221928 || Iter Time:0.006056070327758789 || Total time:22.483097314834595 Iteration: 44 || Clusters count: 4 || Log posterior: -261962.260099634 || Iter Time:0.006027936935424805 || Total time:22.48912525177002 Iteration: 45 || Clusters count: 4 || Log posterior: -261939.09220708458 || Iter Time:0.006104946136474609 || Total time:22.495230197906494 Iteration: 46 || Clusters count: 4 || Log posterior: -261937.41319912364 || Iter Time:0.0061337947845458984 || Total time:22.50136399269104 Iteration: 47 || Clusters count: 4 || Log posterior: -261952.4552379669 || Iter Time:0.006710052490234375 || Total time:22.508074045181274 Iteration: 48 || Clusters count: 4 || Log posterior: -261954.2596595928 || Iter Time:0.007344961166381836 || Total time:22.515419006347656 Iteration: 49 || Clusters count: 4 || Log posterior: -261947.504364781 || Iter Time:0.007376194000244141 || Total time:22.5227952003479 Iteration: 50 || Clusters count: 5 || Log posterior: -261695.55042578958 || Iter Time:0.008759021759033203 || Total time:22.531554222106934 Iteration: 51 || Clusters count: 5 || Log posterior: -261582.02925463222 || Iter Time:0.007750034332275391 || Total time:22.53930425643921 Iteration: 52 || Clusters count: 5 || Log posterior: -261593.55217910078 || Iter Time:0.0075910091400146484 || Total time:22.546895265579224 Iteration: 53 || Clusters count: 5 || Log posterior: -261565.5900076767 || Iter Time:0.040142059326171875 || Total time:22.587037324905396 Iteration: 54 || Clusters count: 6 || Log posterior: -261343.36029871352 || Iter Time:0.007879018783569336 || Total time:22.594916343688965 Iteration: 55 || Clusters count: 6 || Log posterior: -261294.8226728251 || Iter Time:0.006764888763427734 || Total time:22.601681232452393 Iteration: 56 || Clusters count: 8 || Log posterior: -260572.57031931958 || Iter Time:0.008746862411499023 || Total time:22.61042809486389 Iteration: 57 || Clusters count: 8 || Log posterior: -260357.40470493594 || Iter Time:0.007311820983886719 || Total time:22.61773991584778 Iteration: 58 || Clusters count: 8 || Log posterior: -260350.707145644 || Iter Time:0.007426023483276367 || Total time:22.625165939331055 Iteration: 59 || Clusters count: 8 || Log posterior: -260322.72466189833 || Iter Time:0.007313966751098633 || Total time:22.632479906082153 Iteration: 60 || Clusters count: 8 || Log posterior: -260338.71080963922 || Iter Time:0.0073490142822265625 || Total time:22.63982892036438 Iteration: 61 || Clusters count: 8 || Log posterior: -260321.91998392015 || Iter Time:0.0073010921478271484 || Total time:22.647130012512207 Iteration: 62 || Clusters count: 8 || Log posterior: -260275.7122119365 || Iter Time:0.007157802581787109 || Total time:22.654287815093994 Loading and distributing data: 0.000757 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 8 || Log posterior: -260685.03885391392 || Iter Time:0.007394075393676758 || Total time:22.66168189048767 Iteration: 64 || Clusters count: 8 || Log posterior: -260558.06274157143 || Iter Time:0.007370948791503906 || Total time:22.669052839279175 Iteration: 65 || Clusters count: 10 || Log posterior: -260090.469920144 || Iter Time:0.00937199592590332 || Total time:22.678424835205078 Iteration: 66 || Clusters count: 10 || Log posterior: -259822.15790499857 || Iter Time:0.008219003677368164 || Total time:22.686643838882446 Iteration: 67 || Clusters count: 10 || Log posterior: -259808.32747405657 || Iter Time:0.008095026016235352 || Total time:22.69473886489868 Iteration: 68 || Clusters count: 10 || Log posterior: -259800.13117775842 || Iter Time:0.008116960525512695 || Total time:22.702855825424194 Iteration: 69 || Clusters count: 12 || Log posterior: -259147.61253781818 || Iter Time:0.028258085250854492 || Total time:22.73111391067505 Iteration: 70 || Clusters count: 12 || Log posterior: -259036.27394145937 || Iter Time:0.020993947982788086 || Total time:22.752107858657837 Iteration: 71 || Clusters count: 13 || Log posterior: -258658.5262163667 || Iter Time:0.7846329212188721 || Total time:23.53674077987671 Iteration: 72 || Clusters count: 13 || Log posterior: -258616.09886695756 || Iter Time:0.00979304313659668 || Total time:23.546533823013306 Iteration: 73 || Clusters count: 13 || Log posterior: -258593.37015545485 || Iter Time:0.009385824203491211 || Total time:23.555919647216797 Iteration: 74 || Clusters count: 13 || Log posterior: -258589.37230079007 || Iter Time:0.009369850158691406 || Total time:23.56528949737549 Iteration: 75 || Clusters count: 13 || Log posterior: -258600.38445741066 || Iter Time:0.009402036666870117 || Total time:23.57469153404236 Iteration: 76 || Clusters count: 13 || Log posterior: -258575.03714755378 || Iter Time:0.00970602035522461 || Total time:23.584397554397583 Iteration: 77 || Clusters count: 13 || Log posterior: -258577.0536266928 || Iter Time:0.009731054306030273 || Total time:23.594128608703613 Iteration: 78 || Clusters count: 13 || Log posterior: -258564.96674428275 || Iter Time:0.009637117385864258 || Total time:23.603765726089478 Iteration: 79 || Clusters count: 13 || Log posterior: -258578.17562820693 || Iter Time:0.009570837020874023 || Total time:23.61333656311035 Iteration: 80 || Clusters count: 13 || Log posterior: -258585.4528601364 || Iter Time:0.02635502815246582 || Total time:23.639691591262817 Iteration: 81 || Clusters count: 13 || Log posterior: -258601.51553748042 || Iter Time:0.009865999221801758 || Total time:23.64955759048462 Iteration: 82 || Clusters count: 14 || Log posterior: -258388.77687311082 || Iter Time:0.010963916778564453 || Total time:23.660521507263184 Iteration: 83 || Clusters count: 14 || Log posterior: -258327.27638909555 || Iter Time:0.009772777557373047 || Total time:23.670294284820557 Loading and distributing data: 0.000782 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 16 || Log posterior: -256662.723845575 || Iter Time:0.012337923049926758 || Total time:23.682632207870483 Iteration: 85 || Clusters count: 18 || Log posterior: -255940.6566091097 || Iter Time:0.013401985168457031 || Total time:23.69603419303894 Iteration: 86 || Clusters count: 18 || Log posterior: -255881.79804177824 || Iter Time:0.013566970825195312 || Total time:23.709601163864136 Iteration: 87 || Clusters count: 18 || Log posterior: -255872.55670069432 || Iter Time:0.013070106506347656 || Total time:23.722671270370483 Iteration: 88 || Clusters count: 18 || Log posterior: -255866.05947696694 || Iter Time:0.027386903762817383 || Total time:23.7500581741333 Iteration: 89 || 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18 || Log posterior: -255870.33494181876 || Iter Time:0.017767906188964844 || Total time:23.860077381134033 Iteration: 97 || Clusters count: 19 || Log posterior: -255564.45202783847 || Iter Time:0.014350175857543945 || Total time:23.874427556991577 Iteration: 98 || Clusters count: 19 || Log posterior: -255530.7983722991 || Iter Time:0.014063119888305664 || Total time:23.888490676879883 Iteration: 99 || Clusters count: 19 || Log posterior: -255520.92594607224 || Iter Time:0.016825199127197266 || Total time:23.90531587600708 Iteration: 100 || Clusters count: 19 || Log posterior: -255525.56833071183 || Iter Time:0.019361019134521484 || Total time:23.9246768951416 Iteration: 101 || Clusters count: 19 || Log posterior: -255529.9513349648 || Iter Time:0.024653911590576172 || Total time:23.949330806732178 Iteration: 102 || Clusters count: 19 || Log posterior: -255530.55295463165 || Iter Time:0.0205838680267334 || Total time:23.96991467475891 Iteration: 103 || Clusters count: 19 || Log posterior: -255528.5821983761 || Iter Time:0.02054595947265625 || Total time:23.990460634231567 Iteration: 104 || Clusters count: 19 || Log posterior: -255521.41116510524 || Iter Time:0.022899866104125977 || Total time:24.013360500335693 Loading and distributing data: 0.000759 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 20 || Log posterior: -255269.77813537716 || Iter Time:0.020869016647338867 || Total time:24.034229516983032 Iteration: 106 || Clusters count: 20 || Log posterior: -255162.96161608983 || Iter Time:0.019878864288330078 || Total time:24.054108381271362 Iteration: 107 || Clusters count: 20 || Log posterior: -255161.54090364077 || Iter Time:0.01992487907409668 || Total time:24.07403326034546 Iteration: 108 || Clusters count: 20 || Log posterior: -255165.01516203114 || Iter Time:0.024335861206054688 || Total time:24.098369121551514 Iteration: 109 || Clusters count: 20 || Log posterior: -255158.60311361248 || Iter Time:0.0198519229888916 || Total 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-255385.85197522672 || Iter Time:0.02418994903564453 || Total time:25.00410223007202 Iteration: 145 || Clusters count: 20 || Log posterior: -255387.39299085172 || Iter Time:0.02426910400390625 || Total time:25.028371334075928 Iteration: 146 || Clusters count: 20 || Log posterior: -255387.39299085172 || Iter Time:0.02672886848449707 || Total time:25.055100202560425 Loading and distributing data: 0.000825 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255533.19132952322 || Iter Time:0.024448156356811523 || Total time:25.079548358917236 Iteration: 148 || Clusters count: 20 || Log posterior: -255493.33313922532 || Iter Time:0.023131847381591797 || Total time:25.102680206298828 Iteration: 149 || Clusters count: 20 || Log posterior: -255489.9651664036 || Iter Time:0.02773880958557129 || Total time:25.1304190158844 Iteration: 150 || Clusters count: 20 || Log posterior: -255491.6213120297 || Iter Time:0.023270845413208008 || Total 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posterior: -255390.98476659704 || Iter Time:0.02122783660888672 || Total time:25.671489715576172 Iteration: 172 || Clusters count: 20 || Log posterior: -255384.26891989954 || Iter Time:0.021007061004638672 || Total time:25.69249677658081 Iteration: 173 || Clusters count: 20 || Log posterior: -255389.0887094612 || Iter Time:0.021891117095947266 || Total time:25.714387893676758 Iteration: 174 || Clusters count: 20 || Log posterior: -255395.9326390685 || Iter Time:0.025959014892578125 || Total time:25.740346908569336 Iteration: 175 || Clusters count: 20 || Log posterior: -255387.2036649196 || Iter Time:0.022217988967895508 || Total time:25.76256489753723 Iteration: 176 || Clusters count: 20 || Log posterior: -255388.1553824245 || Iter Time:0.021634817123413086 || Total time:25.784199714660645 Iteration: 177 || Clusters count: 20 || Log posterior: -255386.87748549017 || Iter Time:0.025355100631713867 || Total time:25.80955481529236 Iteration: 178 || Clusters count: 20 || Log posterior: -255381.76037975834 || Iter Time:0.02235102653503418 || Total time:25.831905841827393 Iteration: 179 || Clusters count: 20 || Log posterior: -255393.21824017848 || Iter Time:0.022022008895874023 || Total time:25.853927850723267 Iteration: 180 || Clusters count: 20 || Log posterior: -255401.41656576868 || Iter Time:0.025772809982299805 || Total time:25.879700660705566 Iteration: 181 || Clusters count: 20 || Log posterior: -255386.64198644832 || Iter Time:0.021130084991455078 || Total time:25.90083074569702 Iteration: 182 || Clusters count: 20 || Log posterior: -255384.80548698496 || Iter Time:0.02097916603088379 || Total time:25.921809911727905 Iteration: 183 || Clusters count: 20 || Log posterior: -255386.23902693362 || Iter Time:0.024441003799438477 || Total time:25.946250915527344 Iteration: 184 || Clusters count: 20 || Log posterior: -255384.4991060946 || Iter Time:0.02874898910522461 || Total time:25.97499990463257 Iteration: 185 || Clusters count: 20 || Log posterior: -255382.1977286999 || Iter Time:0.02427220344543457 || Total time:25.999272108078003 Iteration: 186 || Clusters count: 20 || Log posterior: -255380.9970812243 || Iter Time:0.024209022521972656 || Total time:26.023481130599976 Iteration: 187 || Clusters count: 20 || Log posterior: -255380.9970812243 || Iter Time:0.028905153274536133 || Total time:26.05238628387451 Iteration: 188 || Clusters count: 20 || Log posterior: -255380.9970812243 || Iter Time:0.022505998611450195 || Total time:26.074892282485962 Loading and distributing data: 0.000756 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255184.18755066843 || Iter Time:0.024235963821411133 || Total time:26.099128246307373 Iteration: 190 || Clusters count: 20 || Log posterior: -255167.53267440593 || Iter Time:0.0285031795501709 || Total time:26.127631425857544 Iteration: 191 || Clusters count: 20 || Log posterior: -255167.53267440593 || Iter Time:0.02425408363342285 || Total time:26.151885509490967 Iteration: 192 || Clusters count: 20 || Log posterior: -255173.60090867602 || Iter Time:0.02493000030517578 || Total time:26.176815509796143 Iteration: 193 || Clusters count: 20 || Log posterior: -255168.71063382956 || Iter Time:0.029535770416259766 || Total time:26.206351280212402 Iteration: 194 || Clusters count: 20 || Log posterior: -255165.32214958643 || Iter Time:0.024523019790649414 || Total time:26.23087430000305 Iteration: 195 || Clusters count: 20 || Log posterior: -255165.42845447487 || Iter Time:0.024332046508789062 || Total time:26.25520634651184 Iteration: 196 || Clusters count: 20 || Log posterior: -255168.42947087405 || Iter Time:0.028417110443115234 || Total time:26.283623456954956 Iteration: 197 || Clusters count: 20 || Log posterior: -255164.54755577038 || Iter Time:0.02451610565185547 || Total time:26.30813956260681 Iteration: 198 || Clusters count: 20 || Log posterior: -255169.25447631007 || Iter Time:0.024098873138427734 || Total time:26.33223843574524 Iteration: 199 || Clusters count: 20 || Log posterior: -255166.964234754 || Iter Time:0.028451919555664062 || Total time:26.360690355300903 Iteration: 200 || Clusters count: 20 || Log posterior: -255166.964234754 || Iter Time:0.024121999740600586 || Total time:26.384812355041504 Iteration: 201 || Clusters count: 20 || Log posterior: -255165.7730043944 || Iter Time:0.024036884307861328 || Total time:26.408849239349365 Iteration: 202 || Clusters count: 20 || Log posterior: -255163.54265863606 || Iter Time:0.028295040130615234 || Total time:26.43714427947998 Iteration: 203 || Clusters count: 20 || Log posterior: -255171.41920370623 || Iter Time:0.024126052856445312 || Total time:26.461270332336426 Iteration: 204 || Clusters count: 20 || Log posterior: -255174.2164006342 || Iter Time:0.02411794662475586 || Total time:26.48538827896118 Iteration: 205 || Clusters count: 20 || Log posterior: -255162.64815783105 || Iter Time:0.028364181518554688 || Total time:26.513752460479736 Iteration: 206 || Clusters count: 20 || Log posterior: -255165.93356042088 || Iter Time:0.024136066436767578 || Total time:26.537888526916504 Iteration: 207 || Clusters count: 20 || Log posterior: -255167.63325308406 || Iter Time:0.024218082427978516 || Total time:26.562106609344482 Iteration: 208 || Clusters count: 20 || Log posterior: -255165.45441352268 || Iter Time:0.02815699577331543 || Total time:26.590263605117798 Iteration: 209 || Clusters count: 20 || Log posterior: -255162.46182460577 || Iter Time:0.022131919860839844 || Total time:26.612395524978638 NMI: 0.8226260806932739 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m22.2s [23471, 28326, 7461, 100827, 77918, 46807, 20354, 75201, 125683, 12994, 42695, 56492, 13808, 23909, 30159, 76576, 49055, 43759, 97802, 46703] Loading and distributing data: 0.000231 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6875.385603944867 || Iter Time:4.322793960571289 || Total time:4.322793960571289 Iteration: 1 || Clusters count: 1 || Log posterior: -6875.385603944867 || Iter Time:0.0032339096069335938 || Total time:4.326027870178223 Iteration: 2 || Clusters count: 1 || Log posterior: -6875.385603944867 || Iter Time:0.0018639564514160156 || Total time:4.327891826629639 Iteration: 3 || Clusters count: 1 || Log posterior: -6875.385603944867 || Iter Time:0.0016160011291503906 || Total time:4.329507827758789 Iteration: 4 || Clusters count: 1 || Log posterior: -6875.385603944867 || Iter Time:0.0015289783477783203 || Total time:4.331036806106567 Iteration: 5 || Clusters count: 1 || Log posterior: -6875.385603944867 || Iter Time:0.0015518665313720703 || Total time:4.3325886726379395 Iteration: 6 || Clusters count: 1 || Log posterior: -6875.385603944867 || Iter Time:0.0015859603881835938 || Total time:4.334174633026123 Iteration: 7 || Clusters count: 1 || Log posterior: -6875.385603944867 || Iter Time:0.0015680789947509766 || Total time:4.335742712020874 Iteration: 8 || Clusters count: 2 || Log posterior: -6271.346787973391 || Iter Time:0.14941096305847168 || Total time:4.485153675079346 Iteration: 9 || Clusters count: 2 || Log posterior: -6272.6684917432785 || Iter Time:0.003200054168701172 || Total time:4.488353729248047 Iteration: 10 || Clusters count: 2 || Log posterior: -6280.471206809685 || Iter Time:0.002902984619140625 || Total time:4.4912567138671875 Iteration: 11 || Clusters count: 2 || Log posterior: -6291.6724104652985 || Iter Time:0.0029370784759521484 || Total time:4.49419379234314 Iteration: 12 || Clusters count: 2 || Log posterior: -6284.762801863861 || Iter Time:0.002872943878173828 || Total time:4.4970667362213135 Iteration: 13 || Clusters count: 2 || Log posterior: -6282.855653445313 || Iter Time:0.002866029739379883 || Total time:4.499932765960693 Iteration: 14 || Clusters count: 2 || Log posterior: -6264.717342757105 || Iter Time:0.0029010772705078125 || Total time:4.502833843231201 Iteration: 15 || Clusters count: 2 || Log posterior: -6278.450781462971 || Iter Time:0.002853870391845703 || Total time:4.505687713623047 Iteration: 16 || Clusters count: 2 || Log posterior: -6292.585397486489 || Iter Time:0.002894878387451172 || Total time:4.508582592010498 Iteration: 17 || Clusters count: 2 || Log posterior: -6260.078810136763 || Iter Time:0.0025529861450195312 || Total time:4.511135578155518 Iteration: 18 || Clusters count: 3 || Log posterior: -6136.929003893998 || Iter Time:0.0047299861907958984 || Total time:4.5158655643463135 Iteration: 19 || Clusters count: 3 || Log posterior: -6184.066786690934 || Iter Time:0.0026760101318359375 || Total time:4.518541574478149 Iteration: 20 || Clusters count: 3 || Log posterior: -6158.94443920089 || Iter Time:0.002471923828125 || Total time:4.521013498306274 Iteration: 21 || Clusters count: 3 || Log posterior: -6191.65026931236 || Iter Time:0.002496004104614258 || Total time:4.523509502410889 Iteration: 22 || Clusters count: 3 || Log posterior: -6150.385242359567 || Iter Time:0.0025000572204589844 || Total time:4.526009559631348 Iteration: 23 || Clusters count: 3 || Log posterior: -6152.696067045377 || Iter Time:0.0025551319122314453 || Total time:4.528564691543579 Iteration: 24 || Clusters count: 3 || Log posterior: -6148.315661337139 || Iter Time:0.0025207996368408203 || Total time:4.53108549118042 Iteration: 25 || Clusters count: 3 || Log posterior: -6161.886387690303 || Iter Time:0.002541780471801758 || Total time:4.533627271652222 Iteration: 26 || Clusters count: 3 || Log posterior: -6155.046445921834 || Iter Time:0.002610921859741211 || Total time:4.536238193511963 Iteration: 27 || Clusters count: 4 || Log posterior: -6132.750717973138 || Iter Time:0.0055501461029052734 || Total time:4.541788339614868 Iteration: 28 || Clusters count: 6 || Log posterior: -5973.572338985203 || Iter Time:0.00731205940246582 || Total time:4.549100399017334 Iteration: 29 || Clusters count: 6 || Log posterior: -5885.074720921888 || Iter Time:0.0040318965911865234 || Total time:4.5531322956085205 Iteration: 30 || Clusters count: 6 || Log posterior: -5690.060453645245 || Iter Time:1.2759850025177002 || Total time:5.829117298126221 false [5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 4, 4, 4, 4, 4, 4, 4, 4, 1, 1, 1, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 5, 1, 1, 1, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 4, 4, 4, 4, 4, 4, 4, 4, 1, 1, 1, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 5, 1, 1, 1, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] Loading and distributing data: 0.000166 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 6 || Log posterior: -5453.584627438346 || Iter Time:0.029191017150878906 || Total time:5.8583083152771 Iteration: 32 || Clusters count: 6 || Log posterior: -5397.920132745203 || Iter Time:0.007046937942504883 || Total time:5.8653552532196045 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 6 || Log posterior: -4461.835460282378 || Iter Time:0.0043179988861083984 || Total time:5.869673252105713 Iteration: 34 || Clusters count: 6 || Log posterior: -4407.055519059324 || Iter Time:0.006987810134887695 || Total time:5.876661062240601 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 6 || Log posterior: -4237.202541369655 || Iter Time:0.004436969757080078 || Total time:5.881098031997681 Iteration: 36 || Clusters count: 6 || Log posterior: -4192.637487620314 || Iter Time:0.007040977478027344 || Total time:5.888139009475708 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 6 || Log posterior: -4219.714071616473 || Iter Time:0.0044558048248291016 || Total time:5.892594814300537 Iteration: 38 || Clusters count: 6 || Log posterior: -4183.93154660587 || Iter Time:0.006941795349121094 || Total time:5.899536609649658 Loading and distributing data: 0.000125 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 6 || Log posterior: -4215.298617015055 || Iter Time:0.004601001739501953 || Total time:5.90413761138916 Iteration: 40 || Clusters count: 6 || Log posterior: -4134.696217376712 || Iter Time:0.0073299407958984375 || Total time:5.911467552185059 Loading and distributing data: 0.000119 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 6 || Log posterior: -4186.96734454256 || Iter Time:0.004782915115356445 || Total time:5.916250467300415 Iteration: 42 || Clusters count: 6 || Log posterior: -4106.528750702469 || Iter Time:0.09282994270324707 || Total time:6.009080410003662 Loading and distributing 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Iteration: 597 || Clusters count: 11 || Log posterior: -3618.4738255929715 || Iter Time:0.012444019317626953 || Total time:14.381647109985352 Iteration: 598 || Clusters count: 11 || Log posterior: -3587.9989779497137 || Iter Time:0.01601696014404297 || Total time:14.397664070129395 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 599 || Clusters count: 11 || Log posterior: -3572.3363057574543 || Iter Time:0.013027191162109375 || Total time:14.410691261291504 Iteration: 600 || Clusters count: 11 || Log posterior: -3563.0878888098155 || Iter Time:0.016466856002807617 || Total time:14.427158117294312 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 601 || Clusters count: 11 || Log posterior: -3586.406191416133 || Iter Time:0.013135910034179688 || Total time:14.440294027328491 Iteration: 602 || Clusters count: 11 || Log posterior: -3571.6511351574595 || Iter Time:0.016186952590942383 || Total 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-3647.909348949656 || Iter Time:0.01610112190246582 || Total time:27.469494104385376 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1485 || Clusters count: 11 || Log posterior: -3626.1703455391207 || Iter Time:0.012221097946166992 || Total time:27.481715202331543 Iteration: 1486 || Clusters count: 11 || Log posterior: -3616.3069075235658 || Iter Time:0.015916824340820312 || Total time:27.497632026672363 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1487 || Clusters count: 11 || Log posterior: -3632.4585261132333 || Iter Time:0.012479066848754883 || Total time:27.510111093521118 Iteration: 1488 || Clusters count: 11 || Log posterior: -3616.48506372223 || Iter Time:0.015954971313476562 || Total time:27.526066064834595 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1489 || Clusters count: 11 || Log posterior: -3646.9381998493454 || Iter Time:0.012792110443115234 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-3587.484023418818 || Iter Time:0.016633987426757812 || Total time:27.78904366493225 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1507 || Clusters count: 11 || Log posterior: -3595.388870696616 || Iter Time:0.013132095336914062 || Total time:27.802175760269165 Iteration: 1508 || Clusters count: 11 || Log posterior: -3572.2616973634313 || Iter Time:0.016270160675048828 || Total time:27.818445920944214 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1509 || Clusters count: 11 || Log posterior: -3582.366264951151 || Iter Time:0.013242959976196289 || Total time:27.83168888092041 Iteration: 1510 || Clusters count: 11 || Log posterior: -3556.7733599956355 || Iter Time:0.01661992073059082 || Total time:27.848308801651 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1511 || Clusters count: 11 || Log posterior: -3596.0778131744682 || Iter Time:0.013180971145629883 || 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-3601.420264295454 || Iter Time:0.016693830490112305 || Total time:28.435415267944336 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1551 || Clusters count: 11 || Log posterior: -3567.2728642011734 || Iter Time:0.013310909271240234 || Total time:28.448726177215576 Iteration: 1552 || Clusters count: 11 || Log posterior: -3553.8157362220268 || Iter Time:0.01588296890258789 || Total time:28.464609146118164 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1553 || Clusters count: 11 || Log posterior: -3581.3631583925117 || Iter Time:0.012468099594116211 || Total time:28.47707724571228 Iteration: 1554 || Clusters count: 11 || Log posterior: -3570.370672460824 || Iter Time:0.015835046768188477 || Total time:28.49291229248047 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1555 || Clusters count: 11 || Log posterior: -3583.447829037694 || Iter Time:0.012454032897949219 || 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-3615.8677680977944 || Iter Time:0.016613006591796875 || Total time:28.77116823196411 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1573 || Clusters count: 11 || Log posterior: -3648.1299372811736 || Iter Time:0.012382984161376953 || Total time:28.78355121612549 Iteration: 1574 || Clusters count: 11 || Log posterior: -3638.496481608343 || Iter Time:0.015983104705810547 || Total time:28.7995343208313 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1575 || Clusters count: 11 || Log posterior: -3602.817787169718 || Iter Time:0.01248788833618164 || Total time:28.81202220916748 Iteration: 1576 || Clusters count: 11 || Log posterior: -3574.548162359363 || Iter Time:0.015926837921142578 || Total time:28.827949047088623 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1577 || Clusters count: 11 || Log posterior: -3584.728610920192 || Iter Time:0.012233972549438477 || 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-3589.326086691529 || Iter Time:0.015814781188964844 || Total time:32.00170350074768 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1793 || Clusters count: 11 || Log posterior: -3598.676920495758 || Iter Time:0.012078046798706055 || Total time:32.01378154754639 Iteration: 1794 || Clusters count: 11 || Log posterior: -3585.6178873394147 || Iter Time:0.01572394371032715 || Total time:32.029505491256714 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1795 || Clusters count: 11 || Log posterior: -3633.419134583927 || Iter Time:0.01238703727722168 || Total time:32.041892528533936 Iteration: 1796 || Clusters count: 11 || Log posterior: -3618.3912487877383 || Iter Time:0.015900135040283203 || Total time:32.05779266357422 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1797 || Clusters count: 11 || Log posterior: -3576.311932216466 || Iter Time:0.012523889541625977 || 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-3598.9080032144407 || Iter Time:0.012402772903442383 || Total time:32.49640655517578 Iteration: 1826 || Clusters count: 11 || Log posterior: -3587.955144342164 || Iter Time:0.015758037567138672 || Total time:32.51216459274292 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1827 || Clusters count: 11 || Log posterior: -3610.159552198967 || Iter Time:0.01223301887512207 || Total time:32.52439761161804 Iteration: 1828 || Clusters count: 11 || Log posterior: -3599.8070099889005 || Iter Time:0.015661001205444336 || Total time:32.540058612823486 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1829 || Clusters count: 11 || Log posterior: -3607.2745232787634 || Iter Time:0.012481927871704102 || Total time:32.55254054069519 Iteration: 1830 || Clusters count: 11 || Log posterior: -3579.627637422866 || Iter Time:0.015989065170288086 || Total time:32.56852960586548 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1831 || Clusters count: 11 || Log posterior: -3582.8588827765934 || Iter Time:0.012475967407226562 || Total time:32.581005573272705 Iteration: 1832 || Clusters count: 11 || Log posterior: -3563.6556878766955 || Iter Time:0.01618814468383789 || Total time:32.59719371795654 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1833 || Clusters count: 11 || Log posterior: -3585.2496807289017 || Iter Time:0.012584924697875977 || Total time:32.60977864265442 Iteration: 1834 || Clusters count: 11 || Log posterior: -3575.6618342978713 || Iter Time:0.016484975814819336 || Total time:32.62626361846924 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1835 || Clusters count: 11 || Log posterior: -3565.386142945965 || Iter Time:0.012976884841918945 || Total time:32.63924050331116 Iteration: 1836 || Clusters count: 11 || Log posterior: -3549.0879278249868 || Iter 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time:32.728408098220825 Iteration: 1842 || Clusters count: 11 || Log posterior: -3581.310503223121 || Iter Time:0.01678299903869629 || Total time:32.74519109725952 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 11 || Log posterior: -3641.414826152087 || Iter Time:0.013186931610107422 || Total time:32.75837802886963 Iteration: 1844 || Clusters count: 11 || Log posterior: -3627.6601094379394 || Iter Time:0.01645803451538086 || Total time:32.77483606338501 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 11 || Log posterior: -3652.6972224302795 || Iter Time:0.01243281364440918 || Total time:32.78726887702942 Iteration: 1846 || Clusters count: 11 || Log posterior: -3623.0094994222213 || Iter Time:0.016488075256347656 || Total time:32.80375695228577 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 11 || Log posterior: -3612.7443275385936 || Iter Time:0.012935876846313477 || Total time:32.81669282913208 Iteration: 1848 || Clusters count: 11 || Log posterior: -3600.670009117329 || Iter Time:0.015916109085083008 || Total time:32.83260893821716 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 11 || Log posterior: -3607.3281514738233 || Iter Time:0.012537002563476562 || Total time:32.84514594078064 Iteration: 1850 || Clusters count: 11 || Log posterior: -3593.5454271040285 || Iter Time:0.01604914665222168 || Total time:32.86119508743286 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 11 || Log posterior: -3598.5387510154833 || Iter Time:0.012731790542602539 || Total time:32.873926877975464 Iteration: 1852 || Clusters count: 11 || Log posterior: -3576.4658052168124 || Iter Time:0.01585698127746582 || Total time:32.88978385925293 Loading and distributing data: 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Time:0.015970945358276367 || Total time:32.97597408294678 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 11 || Log posterior: -3585.64502391193 || Iter Time:0.012639045715332031 || Total time:32.98861312866211 Iteration: 1860 || Clusters count: 11 || Log posterior: -3574.8435596443965 || Iter Time:0.016150951385498047 || Total time:33.00476408004761 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 11 || Log posterior: -3605.2924118763117 || Iter Time:0.012665033340454102 || Total time:33.01742911338806 Iteration: 1862 || Clusters count: 11 || Log posterior: -3602.387030345908 || Iter Time:0.016469955444335938 || Total time:33.0338990688324 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 11 || Log posterior: -3653.340226976822 || Iter Time:0.036157846450805664 || Total time:33.0700569152832 Iteration: 1864 || Clusters count: 11 || Log posterior: -3632.361543983687 || Iter Time:0.015958070755004883 || Total time:33.08601498603821 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 11 || Log posterior: -3589.3213084405074 || Iter Time:0.012475967407226562 || Total time:33.098490953445435 Iteration: 1866 || Clusters count: 11 || Log posterior: -3569.270434243707 || Iter Time:0.016237974166870117 || Total time:33.114728927612305 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 11 || Log posterior: -3600.628373710011 || Iter Time:0.012412071228027344 || Total time:33.12714099884033 Iteration: 1868 || Clusters count: 11 || Log posterior: -3580.7672896974 || Iter Time:0.015830039978027344 || Total time:33.14297103881836 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 11 || Log posterior: -3631.8895860577404 || Iter Time:0.013072967529296875 || Total time:33.156044006347656 Iteration: 1870 || Clusters count: 11 || Log posterior: -3618.177644092408 || Iter Time:0.01578807830810547 || Total time:33.17183208465576 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 11 || Log posterior: -3575.540168987756 || Iter Time:0.01247096061706543 || Total time:33.18430304527283 Iteration: 1872 || Clusters count: 11 || Log posterior: -3569.0767703078614 || Iter Time:0.015846967697143555 || Total time:33.20015001296997 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 11 || Log posterior: -3618.449764142035 || Iter Time:0.012306928634643555 || Total time:33.212456941604614 Iteration: 1874 || Clusters count: 11 || Log posterior: -3593.5861085843467 || Iter Time:0.015893936157226562 || Total time:33.22835087776184 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 11 || Log posterior: -3570.648291575468 || Iter Time:0.01258707046508789 || Total time:33.24093794822693 Iteration: 1876 || Clusters count: 11 || Log posterior: -3552.5697441400057 || Iter Time:0.01587700843811035 || Total time:33.25681495666504 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 11 || Log posterior: -3582.966913246118 || Iter Time:0.012276887893676758 || Total time:33.269091844558716 Iteration: 1878 || Clusters count: 11 || Log posterior: -3565.2162879180073 || Iter Time:0.02036881446838379 || Total time:33.2894606590271 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 11 || Log posterior: -3626.6573976155437 || Iter Time:0.01385188102722168 || Total time:33.30331254005432 Iteration: 1880 || Clusters count: 11 || Log posterior: -3598.6069446438714 || Iter Time:0.016910076141357422 || Total time:33.32022261619568 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 11 || Log posterior: -3581.1133428711496 || Iter Time:0.013548135757446289 || Total time:33.333770751953125 Iteration: 1882 || Clusters count: 11 || Log posterior: -3575.1732460672993 || Iter Time:0.01601099967956543 || Total time:33.34978175163269 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 11 || Log posterior: -3593.3650549138306 || Iter Time:0.012655973434448242 || Total time:33.36243772506714 Iteration: 1884 || Clusters count: 11 || Log posterior: -3559.378089061695 || Iter Time:0.016210079193115234 || Total time:33.378647804260254 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 11 || Log posterior: -3613.1508010315406 || Iter Time:0.01222085952758789 || Total time:33.39086866378784 Iteration: 1886 || Clusters count: 11 || Log posterior: -3597.688476776062 || Iter Time:0.01621413230895996 || Total time:33.4070827960968 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 11 || Log posterior: -3611.268809788661 || Iter Time:0.012428998947143555 || Total time:33.419511795043945 Iteration: 1888 || Clusters count: 11 || Log posterior: -3599.456338706604 || Iter Time:0.015966176986694336 || Total time:33.43547797203064 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 11 || Log posterior: -3673.1384970424215 || Iter Time:0.012328863143920898 || Total time:33.44780683517456 Iteration: 1890 || Clusters count: 11 || Log posterior: -3640.675205862323 || Iter Time:0.0159299373626709 || Total time:33.46373677253723 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 11 || Log posterior: -3607.3653126146473 || Iter Time:0.012599945068359375 || Total time:33.47633671760559 Iteration: 1892 || Clusters count: 11 || Log posterior: -3595.9319115863295 || Iter Time:0.015985965728759766 || Total time:33.49232268333435 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 11 || Log posterior: -3574.8406315834804 || Iter Time:0.012481927871704102 || Total time:33.504804611206055 Iteration: 1894 || Clusters count: 11 || Log posterior: -3570.2162347160634 || Iter Time:0.015897035598754883 || Total time:33.52070164680481 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 11 || Log posterior: -3603.2220371187377 || Iter Time:0.012341022491455078 || Total time:33.533042669296265 Iteration: 1896 || Clusters count: 11 || Log posterior: -3590.0148769906414 || Iter Time:0.015849828720092773 || Total time:33.54889249801636 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 11 || Log posterior: -3561.805610548237 || Iter Time:0.0124969482421875 || Total time:33.561389446258545 Iteration: 1898 || Clusters count: 11 || Log posterior: -3543.9259830035076 || Iter Time:0.015902042388916016 || Total time:33.57729148864746 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 11 || Log posterior: -3598.8188345936596 || Iter Time:0.012427091598510742 || Total time:33.58971858024597 Iteration: 1900 || Clusters count: 11 || Log posterior: -3575.3520224545873 || Iter Time:0.015757083892822266 || Total time:33.605475664138794 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 11 || Log posterior: -3602.816080657772 || Iter Time:0.01243901252746582 || Total time:33.61791467666626 Iteration: 1902 || Clusters count: 11 || Log posterior: -3588.6688616129863 || Iter Time:0.015690088272094727 || Total time:33.633604764938354 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 11 || Log posterior: -3605.603445037716 || Iter Time:0.01248788833618164 || Total time:33.646092653274536 Iteration: 1904 || Clusters count: 11 || Log posterior: -3579.4640501649783 || Iter Time:0.01621389389038086 || Total time:33.66230654716492 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 11 || Log posterior: -3586.5755667640574 || Iter Time:0.012525081634521484 || Total time:33.67483162879944 Iteration: 1906 || Clusters count: 11 || Log posterior: -3564.6268217844163 || Iter Time:0.016089916229248047 || Total time:33.69092154502869 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 11 || Log posterior: -3552.93113278865 || Iter Time:0.012536048889160156 || Total time:33.70345759391785 Iteration: 1908 || Clusters count: 11 || Log posterior: -3534.5937550369813 || Iter Time:0.03763604164123535 || Total time:33.74109363555908 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 11 || Log posterior: -3574.6999938687495 || Iter Time:0.012574195861816406 || Total time:33.7536678314209 Iteration: 1910 || Clusters count: 11 || Log posterior: -3563.913332714334 || Iter Time:0.015867948532104492 || Total time:33.769535779953 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 11 || Log posterior: -3586.4907813751634 || Iter Time:0.012435197830200195 || Total time:33.7819709777832 Iteration: 1912 || Clusters count: 11 || Log posterior: -3561.2624417106185 || Iter Time:0.01586008071899414 || Total time:33.7978310585022 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 11 || Log posterior: -3594.4786093301404 || Iter Time:0.012542963027954102 || Total time:33.81037402153015 Iteration: 1914 || Clusters count: 11 || Log posterior: -3575.060991588417 || Iter Time:0.015965938568115234 || Total time:33.82633996009827 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 11 || Log posterior: -3618.9853149066053 || Iter Time:0.01259613037109375 || Total time:33.83893609046936 Iteration: 1916 || Clusters count: 11 || Log posterior: -3602.904193100845 || Iter Time:0.016000032424926758 || Total time:33.85493612289429 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 11 || Log posterior: -3606.5293989317784 || Iter Time:0.012346982955932617 || Total time:33.86728310585022 Iteration: 1918 || Clusters count: 11 || Log posterior: -3588.5845668808965 || Iter Time:0.01594400405883789 || Total time:33.88322710990906 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 11 || Log posterior: -3583.7010181197556 || Iter Time:0.01247406005859375 || Total time:33.89570116996765 Iteration: 1920 || Clusters count: 11 || Log posterior: -3562.625325493068 || Iter Time:0.01608896255493164 || Total time:33.91179013252258 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 11 || Log posterior: -3591.935014275236 || Iter Time:0.01236104965209961 || Total time:33.92415118217468 Iteration: 1922 || Clusters count: 11 || Log posterior: -3576.67062772184 || Iter Time:0.015805959701538086 || Total time:33.93995714187622 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 11 || Log posterior: -3620.161452990437 || Iter Time:0.012209892272949219 || Total time:33.95216703414917 Iteration: 1924 || Clusters count: 11 || Log posterior: -3601.9377526643816 || Iter Time:0.015974998474121094 || Total time:33.96814203262329 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 11 || Log posterior: -3652.7582602692164 || Iter Time:0.012367963790893555 || Total time:33.980509996414185 Iteration: 1926 || Clusters count: 11 || Log posterior: -3632.6283315519677 || Iter Time:0.0157620906829834 || Total time:33.99627208709717 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 11 || Log posterior: -3617.15873493589 || Iter Time:0.012362957000732422 || Total time:34.0086350440979 Iteration: 1928 || Clusters count: 11 || Log posterior: -3594.3382838558987 || Iter Time:0.0160219669342041 || Total time:34.024657011032104 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 11 || Log posterior: -3564.1323458444563 || Iter Time:0.012969017028808594 || Total time:34.03762602806091 Iteration: 1930 || Clusters count: 11 || Log posterior: -3539.339553114295 || Iter Time:0.015954017639160156 || Total time:34.05358004570007 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 11 || Log posterior: -3613.5072229409584 || Iter Time:0.012308120727539062 || Total time:34.06588816642761 Iteration: 1932 || Clusters count: 11 || Log posterior: -3599.1143020112486 || Iter Time:0.01566600799560547 || Total time:34.08155417442322 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 11 || Log posterior: -3670.7604590748483 || Iter Time:0.012537956237792969 || Total time:34.09409213066101 Iteration: 1934 || Clusters count: 11 || Log posterior: -3631.229722864672 || Iter Time:0.015882015228271484 || Total time:34.10997414588928 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 11 || Log posterior: -3654.9024837900024 || Iter Time:0.012485027313232422 || Total time:34.122459173202515 Iteration: 1936 || Clusters count: 11 || Log posterior: -3625.1579851327506 || Iter Time:0.01580810546875 || Total time:34.138267278671265 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 11 || Log posterior: -3645.917536103826 || Iter Time:0.012236833572387695 || Total time:34.15050411224365 Iteration: 1938 || Clusters count: 11 || Log posterior: -3637.8145207291723 || Iter Time:0.01587700843811035 || Total time:34.16638112068176 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 11 || Log posterior: -3642.521148012378 || Iter Time:0.012547016143798828 || Total time:34.17892813682556 Iteration: 1940 || Clusters count: 11 || Log posterior: -3637.550838532457 || Iter Time:0.01602792739868164 || Total time:34.19495606422424 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 11 || Log posterior: -3602.6488819336687 || Iter Time:0.012624025344848633 || Total time:34.20758008956909 Iteration: 1942 || Clusters count: 11 || Log posterior: -3599.416979087611 || Iter Time:0.015970230102539062 || Total time:34.22355031967163 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 11 || Log posterior: -3586.700351134488 || Iter Time:0.013053178787231445 || Total time:34.23660349845886 Iteration: 1944 || Clusters count: 11 || Log posterior: -3574.6639677711632 || Iter Time:0.01641392707824707 || Total time:34.25301742553711 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 11 || Log posterior: -3577.5584187196073 || Iter Time:0.012779951095581055 || Total time:34.26579737663269 Iteration: 1946 || Clusters count: 11 || Log posterior: -3562.9000955618835 || Iter Time:0.016015052795410156 || Total time:34.2818124294281 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 11 || Log posterior: -3581.3917633273504 || Iter Time:0.01297903060913086 || Total time:34.29479146003723 Iteration: 1948 || Clusters count: 11 || Log posterior: -3566.146587282876 || Iter Time:0.015228986740112305 || Total time:34.310020446777344 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 11 || Log posterior: -3609.933709850268 || Iter Time:0.012094974517822266 || Total time:34.322115421295166 Iteration: 1950 || Clusters count: 11 || Log posterior: -3603.6847501378206 || Iter Time:0.015195131301879883 || Total time:34.337310552597046 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 11 || Log posterior: -3653.9902998045923 || Iter Time:0.011701107025146484 || Total time:34.34901165962219 Iteration: 1952 || Clusters count: 11 || Log posterior: -3638.8259617206336 || Iter Time:0.015186071395874023 || Total time:34.364197731018066 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 11 || Log posterior: -3642.1152958326043 || Iter Time:0.035758018493652344 || Total time:34.39995574951172 Iteration: 1954 || Clusters count: 11 || Log posterior: -3623.4443175027795 || Iter Time:0.015926122665405273 || Total time:34.415881872177124 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 11 || Log posterior: -3629.8357526196874 || Iter Time:0.01143789291381836 || Total time:34.42731976509094 Iteration: 1956 || Clusters count: 11 || Log posterior: -3620.4668244734003 || Iter Time:0.015057086944580078 || Total time:34.44237685203552 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 11 || Log posterior: -3616.265297084253 || Iter Time:0.012251853942871094 || Total time:34.454628705978394 Iteration: 1958 || Clusters count: 11 || Log posterior: -3610.3082227768045 || Iter Time:0.015727996826171875 || Total time:34.470356702804565 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 11 || Log posterior: -3615.090614488153 || Iter Time:0.012180089950561523 || Total time:34.48253679275513 Iteration: 1960 || Clusters count: 11 || Log posterior: -3596.7533366621747 || Iter Time:0.01595902442932129 || Total time:34.49849581718445 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 11 || Log posterior: -3605.6567798464193 || Iter Time:0.012603998184204102 || Total time:34.51109981536865 Iteration: 1962 || Clusters count: 11 || Log posterior: -3595.992732730056 || Iter Time:0.015985965728759766 || Total time:34.52708578109741 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 11 || Log posterior: -3629.0058946185277 || Iter Time:0.012399911880493164 || Total time:34.539485692977905 Iteration: 1964 || Clusters count: 11 || Log posterior: -3603.0568951941555 || Iter Time:0.015978097915649414 || Total time:34.555463790893555 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 11 || Log posterior: -3638.7414174715595 || Iter Time:0.013175010681152344 || Total time:34.56863880157471 Iteration: 1966 || Clusters count: 11 || Log posterior: -3617.970759042594 || Iter Time:0.016997098922729492 || Total time:34.58563590049744 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 11 || Log posterior: -3586.727650790598 || Iter Time:0.014430046081542969 || Total time:34.60006594657898 Iteration: 1968 || Clusters count: 11 || Log posterior: -3577.422130169975 || Iter Time:0.01688385009765625 || Total time:34.616949796676636 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 11 || Log posterior: -3598.4333639027045 || Iter Time:0.013566970825195312 || Total time:34.63051676750183 Iteration: 1970 || Clusters count: 11 || Log posterior: -3575.5442736882364 || Iter Time:0.016680002212524414 || Total time:34.647196769714355 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 11 || Log posterior: -3625.8747015764748 || Iter Time:0.012319087982177734 || Total time:34.65951585769653 Iteration: 1972 || Clusters count: 11 || Log posterior: -3606.578480387714 || Iter Time:0.01594090461730957 || Total time:34.67545676231384 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 11 || Log posterior: -3674.4488461487003 || Iter Time:0.012362957000732422 || Total time:34.687819719314575 Iteration: 1974 || Clusters count: 11 || Log posterior: -3641.708288487826 || Iter Time:0.015898942947387695 || Total time:34.70371866226196 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 11 || Log posterior: -3611.1440772876344 || Iter Time:0.012698888778686523 || Total time:34.71641755104065 Iteration: 1976 || Clusters count: 11 || Log posterior: -3603.6727016578297 || Iter Time:0.016132831573486328 || Total time:34.732550382614136 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 11 || Log posterior: -3555.6247353818685 || Iter Time:0.012892961502075195 || Total time:34.74544334411621 Iteration: 1978 || Clusters count: 11 || Log posterior: -3548.760961919524 || Iter Time:0.016368865966796875 || Total time:34.76181221008301 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 11 || Log posterior: -3587.3047095672514 || Iter Time:0.012438058853149414 || Total time:34.77425026893616 Iteration: 1980 || Clusters count: 11 || Log posterior: -3578.898150861852 || Iter Time:0.015722990036010742 || Total time:34.78997325897217 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 11 || Log posterior: -3613.229352745187 || Iter Time:0.01235818862915039 || Total time:34.80233144760132 Iteration: 1982 || Clusters count: 11 || Log posterior: -3596.239024601983 || Iter Time:0.016061067581176758 || Total time:34.818392515182495 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 11 || Log posterior: -3592.099811308966 || Iter Time:0.01223897933959961 || Total time:34.830631494522095 Iteration: 1984 || Clusters count: 11 || Log posterior: -3585.524602271397 || Iter Time:0.016221046447753906 || Total time:34.84685254096985 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 11 || Log posterior: -3638.6632267907444 || Iter Time:0.012425899505615234 || Total time:34.859278440475464 Iteration: 1986 || Clusters count: 11 || Log posterior: -3618.840295287905 || Iter Time:0.01586604118347168 || Total time:34.875144481658936 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 11 || Log posterior: -3625.4296908371757 || Iter Time:0.01258397102355957 || Total time:34.887728452682495 Iteration: 1988 || Clusters count: 11 || Log posterior: -3606.300447811626 || Iter Time:0.01610398292541504 || Total time:34.90383243560791 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 11 || Log posterior: -3650.0316982479817 || Iter Time:0.012609004974365234 || Total time:34.916441440582275 Iteration: 1990 || Clusters count: 11 || Log posterior: -3632.1938170916083 || Iter Time:0.015839099884033203 || Total time:34.93228054046631 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 11 || Log posterior: -3648.007728465304 || Iter Time:0.012345075607299805 || Total time:34.94462561607361 Iteration: 1992 || Clusters count: 11 || Log posterior: -3621.7996494195672 || Iter Time:0.015913009643554688 || Total time:34.96053862571716 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 11 || Log posterior: -3604.844759784239 || Iter Time:0.012785911560058594 || Total time:34.97332453727722 Iteration: 1994 || Clusters count: 11 || Log posterior: -3593.826463612056 || Iter Time:0.016191959381103516 || Total time:34.989516496658325 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 11 || Log posterior: -3544.341106863596 || Iter Time:0.013056039810180664 || Total time:35.002572536468506 Iteration: 1996 || Clusters count: 11 || Log posterior: -3536.4478551874404 || Iter Time:0.01540517807006836 || Total time:35.017977714538574 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 11 || Log posterior: -3643.3873504784447 || Iter Time:0.011765003204345703 || Total time:35.02974271774292 Iteration: 1998 || Clusters count: 11 || Log posterior: -3611.7120134239863 || Iter Time:0.037954092025756836 || Total time:35.06769680976868 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 11 || Log posterior: -3601.3967131052964 || Iter Time:0.011548042297363281 || Total time:35.07924485206604 Iteration: 2000 || Clusters count: 11 || Log posterior: -3589.4291424402786 || Iter Time:0.015333890914916992 || Total time:35.09457874298096 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 11 || Log posterior: -3595.378776318134 || Iter Time:0.011641979217529297 || Total time:35.106220722198486 Iteration: 2002 || Clusters count: 11 || Log posterior: -3579.326026216497 || Iter Time:0.015861988067626953 || Total time:35.12208271026611 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 11 || Log posterior: -3589.2702220343626 || Iter Time:0.012450933456420898 || Total time:35.134533643722534 Iteration: 2004 || Clusters count: 11 || Log posterior: -3582.7681517654896 || Iter Time:0.015717029571533203 || Total time:35.15025067329407 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 11 || Log posterior: -3528.5009558773804 || Iter Time:0.013374805450439453 || Total time:35.16362547874451 Iteration: 2006 || Clusters count: 11 || Log posterior: -3509.6529791085877 || Iter Time:0.016030073165893555 || Total time:35.1796555519104 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 11 || Log posterior: -3575.92331812943 || Iter Time:0.012537956237792969 || Total time:35.19219350814819 Iteration: 2008 || Clusters count: 11 || Log posterior: -3568.314615667188 || Iter Time:0.01607203483581543 || Total time:35.20826554298401 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 11 || Log posterior: -3653.826857500501 || Iter Time:0.012876033782958984 || Total time:35.22114157676697 Iteration: 2010 || Clusters count: 11 || Log posterior: -3619.4505455904773 || Iter Time:0.0167999267578125 || Total time:35.23794150352478 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 11 || Log posterior: -3635.5322658318996 || Iter Time:0.012547969818115234 || Total time:35.250489473342896 Iteration: 2012 || Clusters count: 11 || Log posterior: -3626.2561589302236 || Iter Time:0.015942096710205078 || Total time:35.2664315700531 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 11 || Log posterior: -3627.136666343509 || Iter Time:0.012343883514404297 || Total time:35.278775453567505 Iteration: 2014 || Clusters count: 11 || Log posterior: -3595.6201080554283 || Iter Time:0.016350984573364258 || Total time:35.29512643814087 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 11 || Log posterior: -3619.0225431460667 || Iter Time:0.012428045272827148 || Total time:35.307554483413696 Iteration: 2016 || Clusters count: 11 || Log posterior: -3599.1695778117614 || Iter Time:0.01630401611328125 || Total time:35.32385849952698 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 11 || Log posterior: -3624.824005271625 || Iter Time:0.013279914855957031 || Total time:35.337138414382935 Iteration: 2018 || Clusters count: 11 || Log posterior: -3609.4833144976633 || Iter Time:0.015671968460083008 || Total time:35.35281038284302 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 11 || Log posterior: -3640.1287418685856 || Iter Time:0.01272892951965332 || Total time:35.36553931236267 Iteration: 2020 || Clusters count: 11 || Log posterior: -3622.311392583769 || Iter Time:0.01600503921508789 || Total time:35.38154435157776 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 11 || Log posterior: -3573.665014860227 || Iter Time:0.012626886367797852 || Total time:35.39417123794556 Iteration: 2022 || Clusters count: 11 || Log posterior: -3560.434044931235 || Iter Time:0.016195058822631836 || Total time:35.41036629676819 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 11 || Log posterior: -3586.285136626552 || Iter Time:0.012382984161376953 || Total time:35.422749280929565 Iteration: 2024 || Clusters count: 11 || Log posterior: -3566.7771981531873 || Iter Time:0.01597285270690918 || Total time:35.438722133636475 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 11 || Log posterior: -3637.0011618257035 || Iter Time:0.013693094253540039 || Total time:35.452415227890015 Iteration: 2026 || Clusters count: 11 || Log posterior: -3623.331590272082 || Iter Time:0.0166778564453125 || Total time:35.46909308433533 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 11 || Log posterior: -3647.4451073498767 || Iter Time:0.012356996536254883 || Total time:35.48145008087158 Iteration: 2028 || Clusters count: 11 || Log posterior: -3632.1191481871588 || Iter Time:0.015813112258911133 || Total time:35.49726319313049 Avg NMI: 0.8479007890389726 Full NMI: 0.8384061519197186 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m21.9s Testing DPMMSubClustersStreaming tests passed Testing completed after 183.48s PkgEval succeeded after 360.91s