Package evaluation of DPMMSubClustersStreaming on Julia 1.12.0-rc2.1 (1fad90817e*) started at 2025-09-11T08:22:17.246 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.58s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.12/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.12/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [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 v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.14.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [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 v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [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 v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.15 [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 v1.6.0 [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 v1.12.0 [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 v8.11.1+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 v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.1+0 [bea87d4a] + SuiteSparse_jll v7.8.3+2 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.13.1+1 [8e850ede] + nghttp2_jll v1.64.0+1 [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 4.83s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 143.45s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_LJJx86/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_LJJx86/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [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 v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.14.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [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 v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.0 [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 v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.15 [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 v1.6.0 [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 v1.12.0 [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 v8.11.1+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 v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.1+0 [bea87d4a] SuiteSparse_jll v7.8.3+2 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+1 [8e850ede] nghttp2_jll v1.64.0+1 [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: 3.638711 seconds (1.17 M allocations: 68.903 MiB, 99.92% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -232971.19423629093 || Iter Time:18.096516847610474 || Total time:18.096516847610474 Iteration: 1 || Clusters count: 1 || Log posterior: -232971.19423629093 || Iter Time:0.004332065582275391 || Total time:18.10084891319275 Iteration: 2 || Clusters count: 1 || Log posterior: -232971.19423629093 || Iter Time:0.00391697883605957 || Total time:18.10476589202881 Iteration: 3 || Clusters count: 1 || Log posterior: -232971.19423629093 || Iter Time:0.0038819313049316406 || Total time:18.10864782333374 Iteration: 4 || Clusters count: 1 || Log posterior: -232971.19423629093 || Iter Time:0.003818988800048828 || Total time:18.11246681213379 Iteration: 5 || Clusters count: 1 || Log posterior: -232971.19423629093 || Iter Time:0.004181861877441406 || Total time:18.11664867401123 Iteration: 6 || Clusters count: 1 || Log posterior: -232971.19423629093 || Iter Time:0.0037980079650878906 || Total time:18.12044668197632 Iteration: 7 || Clusters count: 1 || Log posterior: -232971.19423629093 || Iter Time:0.0038831233978271484 || Total time:18.124329805374146 Iteration: 8 || Clusters count: 1 || Log posterior: -232971.19423629093 || Iter Time:0.0038890838623046875 || Total time:18.12821888923645 Iteration: 9 || Clusters count: 1 || Log posterior: -232971.19423629093 || Iter Time:0.003931999206542969 || Total time:18.132150888442993 Iteration: 10 || Clusters count: 1 || Log posterior: -232971.19423629093 || Iter Time:0.003962993621826172 || Total time:18.13611388206482 Iteration: 11 || Clusters count: 1 || Log posterior: -232971.19423629093 || Iter Time:0.004220008850097656 || Total time:18.140333890914917 Iteration: 12 || Clusters count: 1 || Log posterior: -232971.19423629093 || Iter Time:0.00422215461730957 || Total time:18.144556045532227 Iteration: 13 || Clusters count: 2 || Log posterior: -232702.82398525006 || Iter Time:3.581066846847534 || Total time:21.72562289237976 Iteration: 14 || Clusters count: 2 || Log posterior: -232682.65772515646 || Iter Time:0.0062408447265625 || Total time:21.731863737106323 Iteration: 15 || Clusters count: 2 || Log posterior: -232691.11006740757 || Iter Time:0.006228923797607422 || Total time:21.73809266090393 Iteration: 16 || Clusters count: 2 || Log posterior: -232684.19600490757 || Iter Time:0.006059169769287109 || Total time:21.744151830673218 Iteration: 17 || Clusters count: 2 || Log posterior: -232688.91549184537 || Iter Time:0.0060651302337646484 || Total time:21.750216960906982 Iteration: 18 || Clusters count: 2 || Log posterior: -232703.5544161319 || Iter Time:0.006070137023925781 || Total time:21.756287097930908 Iteration: 19 || Clusters count: 2 || Log posterior: -232692.32361564378 || Iter Time:0.0060689449310302734 || Total time:21.76235604286194 Iteration: 20 || Clusters count: 2 || Log posterior: -232601.39241257135 || Iter Time:1.733224868774414 || Total time:23.495580911636353 Loading and distributing data: 0.001057 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232877.39941932526 || Iter Time:0.04164385795593262 || Total time:23.537224769592285 Iteration: 22 || Clusters count: 2 || Log posterior: -232827.81012345242 || Iter Time:0.00625300407409668 || Total time:23.543477773666382 Iteration: 23 || Clusters count: 2 || Log posterior: -232827.17731095242 || Iter Time:0.0059659481048583984 || Total time:23.54944372177124 Iteration: 24 || Clusters count: 2 || Log posterior: -232798.759721254 || Iter Time:0.005796909332275391 || Total time:23.555240631103516 Iteration: 25 || Clusters count: 2 || Log posterior: -232793.16642865984 || Iter Time:0.0058519840240478516 || Total time:23.561092615127563 Iteration: 26 || Clusters count: 2 || Log posterior: -232797.8118544657 || Iter Time:0.006155967712402344 || Total time:23.567248582839966 Iteration: 27 || Clusters count: 2 || Log posterior: -232777.85217085804 || Iter Time:0.0064258575439453125 || Total time:23.57367444038391 Iteration: 28 || Clusters count: 3 || Log posterior: -232530.6757397165 || Iter Time:0.008107900619506836 || Total time:23.581782341003418 Iteration: 29 || Clusters count: 3 || Log posterior: -232422.8007397165 || Iter Time:0.018824100494384766 || Total time:23.600606441497803 Iteration: 30 || Clusters count: 3 || Log posterior: -232396.4178420697 || Iter Time:0.006228923797607422 || Total time:23.60683536529541 Iteration: 31 || Clusters count: 3 || Log posterior: -232399.24027006407 || Iter Time:0.0065038204193115234 || Total time:23.61333918571472 Iteration: 32 || Clusters count: 3 || Log posterior: -232403.39913326947 || Iter Time:0.006548881530761719 || Total time:23.619888067245483 Iteration: 33 || Clusters count: 3 || Log posterior: -232376.70137785262 || Iter Time:0.006445169448852539 || Total time:23.626333236694336 Iteration: 34 || Clusters count: 3 || Log posterior: -232375.66740120057 || Iter Time:0.006417036056518555 || Total time:23.632750272750854 Iteration: 35 || Clusters count: 3 || Log posterior: -232367.32237483046 || Iter Time:0.006415128707885742 || Total time:23.63916540145874 Iteration: 36 || Clusters count: 3 || Log posterior: -232376.53270781436 || Iter Time:0.006452798843383789 || Total time:23.645618200302124 Iteration: 37 || Clusters count: 3 || Log posterior: -232359.5299625146 || Iter Time:0.0420689582824707 || Total time:23.687687158584595 Iteration: 38 || Clusters count: 3 || Log posterior: -232348.01080309047 || Iter Time:0.006376981735229492 || Total time:23.694064140319824 Iteration: 39 || Clusters count: 3 || Log posterior: -232333.5343180605 || Iter Time:0.0065670013427734375 || Total time:23.700631141662598 Iteration: 40 || Clusters count: 3 || Log posterior: -232324.21464709236 || Iter Time:0.006178140640258789 || Total time:23.706809282302856 Iteration: 41 || Clusters count: 3 || Log posterior: -232271.40594592536 || Iter Time:0.006022930145263672 || Total time:23.71283221244812 Loading and distributing data: 0.000722 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262670.78078477964 || Iter Time:0.0061130523681640625 || Total time:23.718945264816284 Iteration: 43 || Clusters count: 4 || Log posterior: -262427.38014512917 || Iter Time:0.007851839065551758 || Total time:23.726797103881836 Iteration: 44 || Clusters count: 4 || Log posterior: -262353.2641915884 || Iter Time:0.006969928741455078 || Total time:23.73376703262329 Iteration: 45 || Clusters count: 4 || Log posterior: -262315.0824294611 || Iter Time:0.0069310665130615234 || Total time:23.740698099136353 Iteration: 46 || Clusters count: 4 || Log posterior: -262346.41934219113 || Iter Time:0.006888151168823242 || Total time:23.747586250305176 Iteration: 47 || Clusters count: 4 || Log posterior: -262347.76485724136 || Iter Time:0.006922006607055664 || Total time:23.75450825691223 Iteration: 48 || Clusters count: 4 || Log posterior: -262339.4185302096 || Iter Time:0.006927013397216797 || Total time:23.76143527030945 Iteration: 49 || Clusters count: 4 || Log posterior: -262338.96212652355 || Iter Time:0.0067899227142333984 || Total time:23.76822519302368 Iteration: 50 || Clusters count: 4 || Log posterior: -262345.0841393789 || Iter Time:0.006836891174316406 || Total time:23.775062084197998 Iteration: 51 || Clusters count: 4 || Log posterior: -262348.9772287312 || Iter Time:0.006845951080322266 || Total time:23.78190803527832 Iteration: 52 || Clusters count: 4 || Log posterior: -262357.18256342295 || Iter Time:0.009740829467773438 || Total time:23.791648864746094 Iteration: 53 || Clusters count: 5 || Log posterior: -262008.70376663725 || Iter Time:0.009348869323730469 || Total time:23.800997734069824 Iteration: 54 || Clusters count: 5 || Log posterior: -261979.75792754875 || Iter Time:0.007253885269165039 || Total time:23.80825161933899 Iteration: 55 || Clusters count: 5 || Log posterior: -261996.92359546814 || Iter Time:0.0070040225982666016 || Total time:23.815255641937256 Iteration: 56 || Clusters count: 6 || Log posterior: -261598.55585745414 || Iter Time:0.035588979721069336 || Total time:23.850844621658325 Iteration: 57 || Clusters count: 6 || Log posterior: -261552.40740210484 || Iter Time:0.007459163665771484 || Total time:23.858303785324097 Iteration: 58 || Clusters count: 6 || Log posterior: -261550.96383179637 || Iter Time:0.008038997650146484 || Total time:23.866342782974243 Iteration: 59 || Clusters count: 6 || Log posterior: -261524.48745371768 || Iter Time:0.00769805908203125 || Total time:23.874040842056274 Iteration: 60 || Clusters count: 6 || Log posterior: -261542.12812001552 || Iter Time:0.0076100826263427734 || Total time:23.881650924682617 Iteration: 61 || Clusters count: 6 || Log posterior: -261524.41412015425 || Iter Time:0.007748842239379883 || Total time:23.889399766921997 Iteration: 62 || Clusters count: 6 || Log posterior: -261445.06587989553 || Iter Time:0.00738215446472168 || Total time:23.89678192138672 Loading and distributing data: 0.000814 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 6 || Log posterior: -261322.3334605112 || Iter Time:0.00763702392578125 || Total time:23.9044189453125 Iteration: 64 || Clusters count: 7 || Log posterior: -261000.7193974653 || Iter Time:0.008871078491210938 || Total time:23.91329002380371 Iteration: 65 || Clusters count: 7 || Log posterior: -260903.74842213155 || Iter Time:0.007498025894165039 || Total time:23.920788049697876 Iteration: 66 || Clusters count: 7 || Log posterior: -260896.49513123644 || Iter Time:0.007843017578125 || Total time:23.928631067276 Iteration: 67 || Clusters count: 7 || Log posterior: -260879.29422879603 || Iter Time:0.008035898208618164 || Total time:23.93666696548462 Iteration: 68 || Clusters count: 9 || Log posterior: -260331.21524841714 || Iter Time:0.010515213012695312 || Total time:23.947182178497314 Iteration: 69 || Clusters count: 9 || Log posterior: -260136.66478516304 || Iter Time:0.008313894271850586 || Total time:23.955496072769165 Iteration: 70 || Clusters count: 9 || Log posterior: -260108.34778654377 || Iter Time:0.008762121200561523 || Total time:23.964258193969727 Iteration: 71 || Clusters count: 10 || Log posterior: -259787.32913143278 || Iter Time:0.024628877639770508 || Total time:23.988887071609497 Iteration: 72 || Clusters count: 10 || Log posterior: -259747.35001638441 || Iter Time:0.007925033569335938 || Total time:23.996812105178833 Iteration: 73 || Clusters count: 10 || Log posterior: -259721.35600081418 || Iter Time:0.007791042327880859 || Total time:24.004603147506714 Iteration: 74 || Clusters count: 10 || Log posterior: -259727.0920948478 || Iter Time:0.0076711177825927734 || Total time:24.012274265289307 Iteration: 75 || Clusters count: 10 || Log posterior: -259758.24255899168 || Iter Time:1.0869121551513672 || Total time:25.099186420440674 Iteration: 76 || Clusters count: 10 || Log posterior: -259762.05431423307 || Iter Time:0.010512828826904297 || Total time:25.109699249267578 Iteration: 77 || Clusters count: 10 || Log posterior: -259731.66392734137 || Iter Time:0.009068012237548828 || Total time:25.118767261505127 Iteration: 78 || Clusters count: 10 || Log posterior: -259726.24408325308 || Iter Time:0.00896596908569336 || Total time:25.12773323059082 Iteration: 79 || Clusters count: 10 || Log posterior: -259740.34334751905 || Iter Time:0.009563922882080078 || Total time:25.1372971534729 Iteration: 80 || Clusters count: 10 || Log posterior: -259733.91201046028 || Iter Time:0.009678125381469727 || Total time:25.14697527885437 Iteration: 81 || Clusters count: 10 || Log posterior: -259773.01524939158 || Iter Time:0.043797969818115234 || Total time:25.190773248672485 Iteration: 82 || Clusters count: 10 || Log posterior: -259729.14682767767 || Iter Time:0.011015176773071289 || Total time:25.201788425445557 Iteration: 83 || Clusters count: 10 || Log posterior: -259675.68705539798 || Iter Time:0.010873079299926758 || Total time:25.212661504745483 Loading and distributing data: 0.000880 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 14 || Log posterior: -258211.0761458311 || Iter Time:0.01483011245727539 || Total time:25.22749161720276 Iteration: 85 || Clusters count: 15 || Log posterior: -257643.24021665045 || Iter Time:0.029496192932128906 || Total time:25.256987810134888 Iteration: 86 || Clusters count: 15 || Log posterior: -257541.01323267867 || Iter Time:0.012415170669555664 || Total time:25.269402980804443 Iteration: 87 || Clusters count: 15 || Log posterior: -257506.67615179875 || Iter Time:0.011947154998779297 || Total time:25.281350135803223 Iteration: 88 || Clusters count: 15 || Log posterior: -257507.6966688638 || Iter Time:0.012022018432617188 || Total time:25.29337215423584 Iteration: 89 || Clusters count: 15 || Log posterior: -257513.77575618232 || Iter Time:0.011626958847045898 || Total time:25.304999113082886 Iteration: 90 || Clusters count: 15 || Log posterior: -257495.6748796798 || Iter Time:0.023849010467529297 || Total time:25.328848123550415 Iteration: 91 || Clusters count: 15 || Log posterior: -257517.97514512262 || Iter Time:0.011960983276367188 || Total time:25.340809106826782 Iteration: 92 || Clusters count: 15 || Log posterior: -257501.40311338438 || Iter Time:0.011970043182373047 || Total time:25.352779150009155 Iteration: 93 || Clusters count: 15 || Log posterior: -257511.29579763123 || Iter Time:0.012080907821655273 || Total time:25.36486005783081 Iteration: 94 || Clusters count: 15 || Log posterior: -257509.3005937029 || Iter Time:0.011581182479858398 || Total time:25.37644124031067 Iteration: 95 || Clusters count: 15 || Log posterior: -257498.18124415746 || Iter Time:0.011085987091064453 || Total time:25.387527227401733 Iteration: 96 || Clusters count: 15 || Log posterior: -257511.74979414596 || Iter Time:0.011088848114013672 || Total time:25.398616075515747 Iteration: 97 || Clusters count: 15 || Log posterior: -257493.5698293827 || Iter Time:0.01202702522277832 || Total time:25.410643100738525 Iteration: 98 || Clusters count: 15 || Log posterior: -257502.86667480168 || Iter Time:0.016398906707763672 || Total time:25.42704200744629 Iteration: 99 || Clusters count: 16 || Log posterior: -257040.6161603932 || Iter Time:0.015014886856079102 || Total time:25.442056894302368 Iteration: 100 || Clusters count: 16 || Log posterior: -256974.3039152155 || Iter Time:0.014080047607421875 || Total time:25.45613694190979 Iteration: 101 || Clusters count: 16 || Log posterior: -256973.7131098455 || Iter Time:0.01545095443725586 || Total time:25.471587896347046 Iteration: 102 || Clusters count: 16 || Log posterior: -256991.927023133 || Iter Time:0.0160369873046875 || Total time:25.487624883651733 Iteration: 103 || Clusters count: 16 || Log posterior: -256981.652085083 || Iter Time:0.02088189125061035 || Total time:25.508506774902344 Iteration: 104 || Clusters count: 16 || Log posterior: -256963.363244678 || Iter Time:0.015923023223876953 || Total time:25.52442979812622 Loading and distributing data: 0.000731 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 19 || Log posterior: -255637.43438924334 || Iter Time:0.018964052200317383 || Total time:25.543393850326538 Iteration: 106 || Clusters count: 19 || Log posterior: -255477.97978814555 || Iter Time:0.020390987396240234 || Total time:25.56378483772278 Iteration: 107 || Clusters count: 19 || Log posterior: -255471.98802755633 || Iter Time:0.016801834106445312 || Total time:25.580586671829224 Iteration: 108 || Clusters count: 19 || Log posterior: -255483.61717980893 || Iter Time:0.01700592041015625 || Total time:25.59759259223938 Iteration: 109 || Clusters count: 19 || Log posterior: -255479.12174298716 || Iter Time:0.01982402801513672 || Total time:25.617416620254517 Iteration: 110 || Clusters count: 19 || Log posterior: -255480.37030446844 || Iter Time:0.016026020050048828 || Total time:25.633442640304565 Iteration: 111 || Clusters count: 19 || Log posterior: -255477.04040752587 || Iter Time:0.01644611358642578 || Total time:25.64988875389099 Iteration: 112 || Clusters count: 19 || Log posterior: -255476.35450567157 || Iter Time:0.01941204071044922 || Total time:25.66930079460144 Iteration: 113 || Clusters count: 19 || Log posterior: -255481.5992306405 || Iter Time:0.01703786849975586 || Total time:25.686338663101196 Iteration: 114 || Clusters count: 20 || Log posterior: -255203.52841233864 || Iter Time:0.01884007453918457 || Total time:25.70517873764038 Iteration: 115 || Clusters count: 20 || Log posterior: -255203.52841233864 || Iter Time:0.02160191535949707 || Total time:25.726780652999878 Iteration: 116 || Clusters count: 20 || Log posterior: -255197.26940122037 || Iter Time:0.017857789993286133 || Total time:25.744638442993164 Iteration: 117 || Clusters count: 20 || Log posterior: -255201.84743689254 || Iter Time:0.02000904083251953 || Total time:25.764647483825684 Iteration: 118 || Clusters count: 20 || Log posterior: -255202.3913531522 || Iter Time:0.01799297332763672 || Total time:25.78264045715332 Iteration: 119 || Clusters count: 20 || Log posterior: -255198.34750512816 || Iter Time:0.018154144287109375 || Total time:25.80079460144043 Iteration: 120 || Clusters count: 20 || Log posterior: -255200.40529584896 || Iter Time:0.028792858123779297 || Total time:25.82958745956421 Iteration: 121 || Clusters count: 20 || Log posterior: -255197.26940122037 || Iter Time:0.026729106903076172 || Total time:25.856316566467285 Iteration: 122 || Clusters count: 20 || Log posterior: -255200.10172244048 || Iter Time:0.030887842178344727 || Total time:25.88720440864563 Iteration: 123 || Clusters count: 20 || Log posterior: -255197.26940122037 || Iter Time:0.026218891143798828 || Total time:25.91342329978943 Iteration: 124 || Clusters count: 20 || Log posterior: -255197.26940122037 || Iter Time:0.0275421142578125 || Total time:25.94096541404724 Iteration: 125 || Clusters count: 20 || Log posterior: -255197.26940122037 || Iter Time:0.02786707878112793 || Total time:25.96883249282837 Loading and distributing data: 0.001038 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -255167.5801493935 || Iter Time:0.0267031192779541 || Total time:25.995535612106323 Iteration: 127 || Clusters count: 20 || Log posterior: -255148.8588713477 || Iter Time:0.03024578094482422 || Total time:26.025781393051147 Iteration: 128 || Clusters count: 20 || Log posterior: -255151.49303377498 || Iter Time:0.027105093002319336 || Total time:26.052886486053467 Iteration: 129 || Clusters count: 20 || Log posterior: -255152.4620910878 || Iter Time:0.03297019004821777 || Total time:26.085856676101685 Iteration: 130 || Clusters count: 20 || Log posterior: -255150.4627947551 || Iter Time:0.029264211654663086 || Total 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posterior: -255183.11376630364 || Iter Time:0.032113075256347656 || Total time:26.70556378364563 Iteration: 152 || Clusters count: 20 || Log posterior: -255184.7519523888 || Iter Time:0.02766895294189453 || Total time:26.733232736587524 Iteration: 153 || Clusters count: 20 || Log posterior: -255189.46638487233 || Iter Time:0.030789852142333984 || Total time:26.76402258872986 Iteration: 154 || Clusters count: 20 || Log posterior: -255185.8477828945 || Iter Time:0.027652978897094727 || Total time:26.791675567626953 Iteration: 155 || Clusters count: 20 || Log posterior: -255184.46387460106 || Iter Time:0.027365922927856445 || Total time:26.81904149055481 Iteration: 156 || Clusters count: 20 || Log posterior: -255186.57564149753 || Iter Time:0.031069040298461914 || Total time:26.85011053085327 Iteration: 157 || Clusters count: 20 || Log posterior: -255186.28756370986 || Iter Time:0.027697086334228516 || Total time:26.8778076171875 Iteration: 158 || Clusters count: 20 || Log posterior: 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-255182.75672659316 || Iter Time:0.027501821517944336 || Total time:27.110234022140503 Iteration: 166 || Clusters count: 20 || Log posterior: -255184.64411652496 || Iter Time:0.030623912811279297 || Total time:27.140857934951782 Iteration: 167 || Clusters count: 20 || Log posterior: -255184.64411652496 || Iter Time:0.025597095489501953 || Total time:27.166455030441284 Loading and distributing data: 0.000754 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -254860.58212935724 || Iter Time:0.027137041091918945 || Total time:27.193592071533203 Iteration: 169 || Clusters count: 20 || Log posterior: -254851.32491773693 || Iter Time:0.030251026153564453 || Total time:27.223843097686768 Iteration: 170 || Clusters count: 20 || Log posterior: -254850.7121603763 || Iter Time:0.026957035064697266 || Total time:27.250800132751465 Iteration: 171 || Clusters count: 20 || Log posterior: -254845.81412315098 || Iter Time:0.029532909393310547 || Total 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time:27.682085037231445 Iteration: 186 || Clusters count: 20 || Log posterior: -254842.86421676722 || Iter Time:0.029725074768066406 || Total time:27.71181011199951 Iteration: 187 || Clusters count: 20 || Log posterior: -254844.45629233198 || Iter Time:0.027299165725708008 || Total time:27.73910927772522 Iteration: 188 || Clusters count: 20 || Log posterior: -254844.45629233198 || Iter Time:0.027990102767944336 || Total time:27.767099380493164 Loading and distributing data: 0.000777 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255187.72168089543 || Iter Time:0.0263669490814209 || Total time:27.793466329574585 Iteration: 190 || Clusters count: 20 || Log posterior: -255182.76795763895 || Iter Time:0.02959585189819336 || Total time:27.82306218147278 Iteration: 191 || Clusters count: 20 || Log posterior: -255174.0287176721 || Iter Time:0.025775909423828125 || Total time:27.848838090896606 Iteration: 192 || Clusters count: 20 || Log posterior: -255180.4575361268 || Iter Time:0.028343915939331055 || Total time:27.877182006835938 Iteration: 193 || Clusters count: 20 || Log posterior: -255175.20724294562 || Iter Time:0.026543855667114258 || Total time:27.90372586250305 Iteration: 194 || Clusters count: 20 || Log posterior: -255175.20724294562 || Iter Time:0.026280879974365234 || Total time:27.930006742477417 Iteration: 195 || Clusters count: 20 || Log posterior: -255184.06816660665 || Iter Time:0.029339075088500977 || Total time:27.959345817565918 Iteration: 196 || Clusters count: 20 || Log posterior: -255184.54786119424 || Iter Time:0.024680137634277344 || Total time:27.984025955200195 Iteration: 197 || Clusters count: 20 || Log posterior: -255182.47203956018 || Iter Time:0.02840399742126465 || Total time:28.01242995262146 Iteration: 198 || Clusters count: 20 || Log posterior: -255179.22754384766 || Iter Time:0.02639007568359375 || Total time:28.038820028305054 Iteration: 199 || Clusters count: 20 || Log posterior: -255179.22754384766 || Iter Time:0.028762102127075195 || Total time:28.06758213043213 Iteration: 200 || Clusters count: 20 || Log posterior: -255179.94324044746 || Iter Time:0.025443077087402344 || Total time:28.09302520751953 Iteration: 201 || Clusters count: 20 || Log posterior: -255177.99320263127 || Iter Time:0.02839803695678711 || Total time:28.12142324447632 Iteration: 202 || Clusters count: 20 || Log posterior: -255177.27321338461 || Iter Time:0.025764942169189453 || Total time:28.147188186645508 Iteration: 203 || Clusters count: 20 || Log posterior: -255174.0287176721 || Iter Time:0.02881312370300293 || Total time:28.17600131034851 Iteration: 204 || Clusters count: 20 || Log posterior: -255180.8495036968 || Iter Time:0.026836156845092773 || Total time:28.202837467193604 Iteration: 205 || Clusters count: 20 || Log posterior: -255174.0287176721 || Iter Time:0.026609182357788086 || Total time:28.22944664955139 Iteration: 206 || Clusters count: 20 || Log posterior: -255174.0287176721 || Iter Time:0.03014993667602539 || Total time:28.259596586227417 Iteration: 207 || Clusters count: 20 || Log posterior: -255181.25414142202 || Iter Time:0.026897907257080078 || Total time:28.286494493484497 Iteration: 208 || Clusters count: 20 || Log posterior: -255176.1432374792 || Iter Time:0.030434131622314453 || Total time:28.31692862510681 Iteration: 209 || Clusters count: 20 || Log posterior: -255176.1432374792 || Iter Time:0.02466607093811035 || Total time:28.341594696044922 NMI: 0.7711418104921215 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m21.9s [48016, 43331, 84744, 60146, 10836, 47218, 56468, 4681, 140652, 60686, 118447, 58268, 18872, 144080, 29943, 11568, 16076, 8875, 5634, 31459] Loading and distributing data: 0.000185 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6824.064604221969 || Iter Time:3.778333902359009 || Total time:3.778333902359009 Iteration: 1 || Clusters count: 1 || Log posterior: -6824.064604221969 || Iter Time:0.0021181106567382812 || Total time:3.780452013015747 Iteration: 2 || Clusters count: 1 || Log posterior: -6824.064604221969 || Iter Time:0.0017468929290771484 || Total time:3.782198905944824 Iteration: 3 || Clusters count: 1 || Log posterior: -6824.064604221969 || Iter Time:0.0016529560089111328 || Total time:3.7838518619537354 Iteration: 4 || Clusters count: 1 || Log posterior: -6824.064604221969 || Iter Time:0.0015759468078613281 || Total time:3.7854278087615967 Iteration: 5 || Clusters count: 1 || Log posterior: -6824.064604221969 || Iter Time:0.0017061233520507812 || Total time:3.7871339321136475 Iteration: 6 || Clusters count: 1 || Log posterior: -6824.064604221969 || Iter Time:0.0015451908111572266 || Total time:3.7886791229248047 Iteration: 7 || Clusters count: 1 || Log posterior: -6824.064604221969 || Iter Time:0.0014998912811279297 || Total time:3.7901790142059326 Iteration: 8 || Clusters count: 1 || Log posterior: -6824.064604221969 || Iter Time:0.12878704071044922 || Total time:3.918966054916382 Iteration: 9 || Clusters count: 1 || Log posterior: -6824.064604221969 || Iter Time:0.0019600391387939453 || Total time:3.920926094055176 Iteration: 10 || Clusters count: 1 || Log posterior: -6824.064604221969 || Iter Time:0.00162506103515625 || Total time:3.922551155090332 Iteration: 11 || Clusters count: 1 || Log posterior: -6824.064604221969 || Iter Time:0.001508951187133789 || Total time:3.924060106277466 Iteration: 12 || Clusters count: 2 || Log posterior: -6823.763586887522 || Iter Time:0.036715030670166016 || Total time:3.960775136947632 Iteration: 13 || Clusters count: 2 || Log posterior: -6855.915546105665 || Iter Time:0.002110004425048828 || Total time:3.9628851413726807 Iteration: 14 || Clusters count: 2 || Log posterior: -6859.849212340639 || Iter Time:0.0018000602722167969 || Total time:3.9646852016448975 Iteration: 15 || Clusters count: 2 || Log posterior: -6810.385189706745 || Iter Time:0.001983165740966797 || Total time:3.9666683673858643 Iteration: 16 || Clusters count: 2 || Log posterior: -6814.056856173005 || Iter Time:0.0017418861389160156 || Total time:3.9684102535247803 Iteration: 17 || Clusters count: 2 || Log posterior: -6846.0729022581945 || Iter Time:0.0018680095672607422 || Total time:3.970278263092041 Iteration: 18 || Clusters count: 2 || Log posterior: -6842.007234120174 || Iter Time:0.0018069744110107422 || Total time:3.9720852375030518 Iteration: 19 || Clusters count: 2 || Log posterior: -6819.503018343216 || Iter Time:0.0018341541290283203 || Total time:3.97391939163208 Iteration: 20 || Clusters count: 2 || Log posterior: -6842.119577829855 || Iter Time:0.001878976821899414 || Total time:3.9757983684539795 Iteration: 21 || Clusters count: 2 || Log posterior: -6826.713508593162 || Iter Time:0.0019071102142333984 || Total time:3.977705478668213 Iteration: 22 || Clusters count: 3 || Log posterior: -6621.62740453255 || Iter Time:0.0037801265716552734 || Total time:3.981485605239868 Iteration: 23 || Clusters count: 3 || Log posterior: -6559.516797344365 || Iter Time:0.002340078353881836 || Total time:3.98382568359375 Iteration: 24 || Clusters count: 4 || Log posterior: -6334.494740769322 || Iter Time:0.0049550533294677734 || Total time:3.9887807369232178 Iteration: 25 || Clusters count: 4 || Log posterior: -6192.2977600468275 || Iter Time:0.002808094024658203 || Total time:3.991588830947876 Iteration: 26 || Clusters count: 4 || Log posterior: -6157.1004848161865 || Iter Time:0.0026237964630126953 || Total time:3.9942126274108887 Iteration: 27 || Clusters count: 4 || Log posterior: -6131.099714802824 || Iter Time:0.002753019332885742 || Total time:3.9969656467437744 Iteration: 28 || Clusters count: 4 || Log posterior: -6121.198683706185 || Iter Time:0.0027260780334472656 || Total time:3.9996917247772217 Iteration: 29 || Clusters count: 4 || Log posterior: -6130.667727666221 || Iter Time:0.0026628971099853516 || Total time:4.002354621887207 Iteration: 30 || Clusters count: 4 || Log posterior: -6107.65998194675 || Iter Time:1.468808889389038 || Total time:5.471163511276245 false [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3] Loading and distributing data: 0.000224 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 4 || Log posterior: -5913.109693858122 || Iter Time:0.034071922302246094 || Total time:5.505235433578491 Iteration: 32 || Clusters count: 4 || Log posterior: -5905.867910582963 || Iter Time:0.004359006881713867 || Total time:5.509594440460205 Loading and distributing data: 0.000113 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 4 || Log posterior: -5168.888971882167 || Iter Time:0.0027649402618408203 || Total time:5.512359380722046 Iteration: 34 || Clusters count: 4 || Log posterior: -5164.165916724062 || Iter Time:0.004172086715698242 || Total time:5.516531467437744 Loading and distributing data: 0.000113 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 4 || Log posterior: -4972.561246770532 || Iter Time:0.0027217864990234375 || Total time:5.519253253936768 Iteration: 36 || Clusters count: 4 || Log posterior: -4948.585335185373 || Iter Time:0.004264116287231445 || Total time:5.523517370223999 Loading and distributing data: 0.000117 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 4 || Log posterior: -4947.22524501792 || Iter Time:0.0027921199798583984 || Total time:5.526309490203857 Iteration: 38 || Clusters count: 4 || Log posterior: -4925.124690412369 || Iter Time:0.00439000129699707 || Total time:5.5306994915008545 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 4 || Log posterior: -4923.129687376075 || Iter Time:0.0028328895568847656 || Total time:5.533532381057739 Iteration: 40 || Clusters count: 4 || Log posterior: -4908.97745794152 || Iter Time:0.004462003707885742 || Total time:5.537994384765625 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 4 || Log posterior: -4920.097478067447 || Iter Time:0.0028209686279296875 || Total time:5.540815353393555 Iteration: 42 || Clusters count: 4 || Log posterior: -4906.430660504262 || Iter Time:0.0044460296630859375 || Total time:5.545261383056641 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 5 || Log posterior: -4592.820766886381 || Iter Time:0.0038061141967773438 || Total time:5.549067497253418 Iteration: 44 || Clusters count: 5 || Log posterior: -4563.748941343637 || Iter Time:0.09495401382446289 || Total time:5.644021511077881 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 7 || Log posterior: -4434.900016055364 || Iter Time:0.004644155502319336 || Total time:5.6486656665802 Iteration: 46 || Clusters count: 7 || Log posterior: -4419.699267494405 || Iter Time:0.005978107452392578 || Total time:5.654643774032593 Loading and distributing data: 0.000110 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 6 || Log posterior: -4497.283702921631 || Iter Time:0.0035309791564941406 || Total time:5.658174753189087 Iteration: 48 || Clusters count: 6 || Log posterior: -4470.4675629207295 || Iter Time:0.005391120910644531 || Total 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Iteration: 437 || Clusters count: 12 || Log posterior: -3623.2151395747173 || Iter Time:0.010067939758300781 || Total time:10.695367097854614 Iteration: 438 || Clusters count: 12 || Log posterior: -3605.9147462279075 || Iter Time:0.013968944549560547 || Total time:10.709336042404175 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 439 || Clusters count: 12 || Log posterior: -3645.0963849577192 || Iter Time:0.010972023010253906 || Total time:10.720308065414429 Iteration: 440 || Clusters count: 12 || Log posterior: -3613.515353508425 || Iter Time:0.014793872833251953 || Total time:10.73510193824768 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 441 || Clusters count: 12 || Log posterior: -3618.0935987050857 || Iter Time:0.011555910110473633 || Total time:10.746657848358154 Iteration: 442 || Clusters count: 12 || Log posterior: -3605.830622476161 || Iter Time:0.014499187469482422 || Total 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Iteration: 867 || Clusters count: 14 || Log posterior: -3545.2197718667876 || Iter Time:0.012705087661743164 || Total time:17.27035427093506 Iteration: 868 || Clusters count: 14 || Log posterior: -3523.099725524627 || Iter Time:0.01698899269104004 || Total time:17.2873432636261 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 869 || Clusters count: 14 || Log posterior: -3611.0760965885215 || Iter Time:0.013023853302001953 || Total time:17.3003671169281 Iteration: 870 || Clusters count: 14 || Log posterior: -3602.7760858099828 || Iter Time:0.017277956008911133 || Total time:17.31764507293701 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 871 || Clusters count: 14 || Log posterior: -3608.0117894132936 || Iter Time:0.012784957885742188 || Total time:17.330430030822754 Iteration: 872 || Clusters count: 14 || Log posterior: -3597.7786309689072 || Iter Time:0.01692485809326172 || Total time:17.347354888916016 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Iteration: 939 || Clusters count: 15 || Log posterior: -3600.246456489192 || Iter Time:0.01314687728881836 || Total time:18.421937227249146 Iteration: 940 || Clusters count: 15 || Log posterior: -3557.368835972518 || Iter Time:0.016395092010498047 || Total time:18.438332319259644 Loading and distributing data: 0.000107 seconds (129 allocations: 13.195 KiB) Iteration: 941 || Clusters count: 14 || Log posterior: -3603.555881346345 || Iter Time:0.012985944747924805 || Total time:18.45131826400757 Iteration: 942 || Clusters count: 14 || Log posterior: -3570.4198535559626 || Iter Time:0.01672196388244629 || Total time:18.468040227890015 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 943 || Clusters count: 14 || Log posterior: -3561.177795755539 || Iter Time:0.013983964920043945 || Total time:18.48202419281006 Iteration: 944 || Clusters count: 14 || Log posterior: -3532.9577632013265 || Iter Time:0.017100095748901367 || Total time:18.49912428855896 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|| Log posterior: -3504.1925390540346 || Iter Time:0.01489710807800293 || Total time:27.46812868118286 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1507 || Clusters count: 14 || Log posterior: -3513.24039644511 || Iter Time:0.011336088180541992 || Total time:27.479464769363403 Iteration: 1508 || Clusters count: 14 || Log posterior: -3505.269900247708 || Iter Time:0.01448202133178711 || Total time:27.49394679069519 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1509 || Clusters count: 14 || Log posterior: -3521.5057573331455 || Iter Time:0.01100611686706543 || Total time:27.504952907562256 Iteration: 1510 || Clusters count: 14 || Log posterior: -3505.187069431152 || Iter Time:0.015012979507446289 || Total time:27.519965887069702 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1511 || Clusters count: 14 || Log posterior: -3611.7345539445623 || Iter 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KiB) Iteration: 1517 || Clusters count: 14 || Log posterior: -3520.692741542731 || Iter Time:0.014631986618041992 || Total time:27.630764961242676 Iteration: 1518 || Clusters count: 14 || Log posterior: -3512.4664759283414 || Iter Time:0.01620006561279297 || Total time:27.64696502685547 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1519 || Clusters count: 14 || Log posterior: -3595.881099741931 || Iter Time:0.016189098358154297 || Total time:27.663154125213623 Iteration: 1520 || Clusters count: 14 || Log posterior: -3572.155695529724 || Iter Time:0.01615309715270996 || Total time:27.679307222366333 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1521 || Clusters count: 14 || Log posterior: -3604.765863514729 || Iter Time:0.011796951293945312 || Total time:27.69110417366028 Iteration: 1522 || Clusters count: 14 || Log posterior: -3590.866289336622 || Iter Time:0.015854835510253906 || Total 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Iteration: 1539 || Clusters count: 14 || Log posterior: -3583.259391348329 || Iter Time:0.017537832260131836 || Total time:27.952715635299683 Iteration: 1540 || Clusters count: 14 || Log posterior: -3537.8878131621996 || Iter Time:0.021697998046875 || Total time:27.974413633346558 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1541 || Clusters count: 14 || Log posterior: -3584.5720245706107 || Iter Time:0.011095046997070312 || Total time:27.985508680343628 Iteration: 1542 || Clusters count: 14 || Log posterior: -3543.7427240129023 || Iter Time:0.016103029251098633 || Total time:28.001611709594727 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1543 || Clusters count: 14 || Log posterior: -3542.5372408794465 || Iter Time:0.013278007507324219 || Total time:28.01488971710205 Iteration: 1544 || Clusters count: 14 || Log posterior: -3512.942541055971 || Iter Time:0.016595125198364258 || Total 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Iteration: 1825 || Clusters count: 14 || Log posterior: -3482.2665528744496 || Iter Time:0.012037038803100586 || Total time:32.3452889919281 Iteration: 1826 || Clusters count: 14 || Log posterior: -3464.9312812480835 || Iter Time:0.015635013580322266 || Total time:32.36092400550842 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1827 || Clusters count: 15 || Log posterior: -3497.5275398339186 || Iter Time:0.012156009674072266 || Total time:32.373080015182495 Iteration: 1828 || Clusters count: 15 || Log posterior: -3468.825396407069 || Iter Time:0.015727996826171875 || Total time:32.38880801200867 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1829 || Clusters count: 15 || Log posterior: -3576.55757857396 || Iter Time:0.011466026306152344 || Total time:32.40027403831482 Iteration: 1830 || Clusters count: 15 || Log posterior: -3560.3841259576834 || Iter Time:0.015391111373901367 || Total 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|| Log posterior: -3497.882816214474 || Iter Time:0.015568017959594727 || Total time:32.49982190132141 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1837 || Clusters count: 15 || Log posterior: -3555.316939870225 || Iter Time:0.01296687126159668 || Total time:32.51278877258301 Iteration: 1838 || Clusters count: 15 || Log posterior: -3548.5052838442025 || Iter Time:0.01691889762878418 || Total time:32.52970767021179 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 15 || Log posterior: -3521.8787396535195 || Iter Time:0.034594058990478516 || Total time:32.56430172920227 Iteration: 1840 || Clusters count: 15 || Log posterior: -3516.7937212230713 || Iter Time:0.01589202880859375 || Total time:32.580193758010864 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 15 || Log posterior: -3536.4853914108808 || Iter 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Iteration: 1847 || Clusters count: 15 || Log posterior: -3524.096866179898 || Iter Time:0.013605117797851562 || Total time:32.68006706237793 Iteration: 1848 || Clusters count: 15 || Log posterior: -3510.606531175408 || Iter Time:0.01583099365234375 || Total time:32.69589805603027 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 15 || Log posterior: -3578.376831928401 || Iter Time:0.011605978012084961 || Total time:32.70750403404236 Iteration: 1850 || Clusters count: 15 || Log posterior: -3565.035047928675 || Iter Time:0.014986038208007812 || Total time:32.722490072250366 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 15 || Log posterior: -3634.8921352337206 || Iter Time:0.010794878005981445 || Total time:32.73328495025635 Iteration: 1852 || Clusters count: 15 || Log posterior: -3603.5122324231015 || Iter Time:0.015202045440673828 || Total 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16 || Log posterior: -3526.6036278781376 || Iter Time:0.015359878540039062 || Total time:32.83063554763794 Loading and distributing data: 0.000100 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 15 || Log posterior: -3577.0065934551585 || Iter Time:0.011250019073486328 || Total time:32.841885566711426 Iteration: 1860 || Clusters count: 15 || Log posterior: -3559.7196723952197 || Iter Time:0.014986038208007812 || Total time:32.856871604919434 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 15 || Log posterior: -3593.213628843323 || Iter Time:0.011766910552978516 || Total time:32.86863851547241 Iteration: 1862 || Clusters count: 15 || Log posterior: -3552.571735631505 || Iter Time:0.01596999168395996 || Total time:32.88460850715637 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 15 || Log posterior: -3566.5925011627037 || Iter 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Iteration: 1869 || Clusters count: 14 || Log posterior: -3607.4259957631048 || Iter Time:0.012274980545043945 || Total time:32.98164653778076 Iteration: 1870 || Clusters count: 14 || Log posterior: -3560.0762909900004 || Iter Time:0.016136884689331055 || Total time:32.99778342247009 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 14 || Log posterior: -3566.3167650995324 || Iter Time:0.03398919105529785 || Total time:33.03177261352539 Iteration: 1872 || Clusters count: 14 || Log posterior: -3553.683574589038 || Iter Time:0.016573190689086914 || Total time:33.04834580421448 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 14 || Log posterior: -3551.889742474402 || Iter Time:0.012068033218383789 || Total time:33.06041383743286 Iteration: 1874 || Clusters count: 14 || Log posterior: -3513.0392623006337 || Iter Time:0.0158078670501709 || Total time:33.07622170448303 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 14 || Log posterior: -3543.5784149187107 || Iter Time:0.012650012969970703 || Total time:33.088871717453 Iteration: 1876 || Clusters count: 14 || Log posterior: -3519.1862059566774 || Iter Time:0.015604972839355469 || Total time:33.10447669029236 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 14 || Log posterior: -3543.1327362319357 || Iter Time:0.01217508316040039 || Total time:33.11665177345276 Iteration: 1878 || Clusters count: 14 || Log posterior: -3534.17244167095 || Iter Time:0.016047954559326172 || Total time:33.132699728012085 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 14 || Log posterior: -3521.6946724027252 || Iter Time:0.011990070343017578 || Total time:33.1446897983551 Iteration: 1880 || Clusters count: 14 || Log posterior: -3500.079253409774 || Iter Time:0.016605138778686523 || Total time:33.16129493713379 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 14 || Log posterior: -3545.0449076106024 || Iter Time:0.012538909912109375 || Total time:33.1738338470459 Iteration: 1882 || Clusters count: 14 || Log posterior: -3527.883649301174 || Iter Time:0.0164639949798584 || Total time:33.19029784202576 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 14 || Log posterior: -3559.362330165173 || Iter Time:0.01178598403930664 || Total time:33.20208382606506 Iteration: 1884 || Clusters count: 14 || Log posterior: -3546.4856263531087 || Iter Time:0.015125036239624023 || Total time:33.21720886230469 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 14 || Log posterior: -3563.1286115842345 || Iter Time:0.011443138122558594 || Total time:33.228652000427246 Iteration: 1886 || Clusters count: 14 || Log posterior: -3537.2048320175218 || Iter Time:0.015231847763061523 || Total time:33.24388384819031 Loading and distributing data: 0.000107 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 14 || Log posterior: -3536.6339720817846 || Iter Time:0.01193094253540039 || Total time:33.25581479072571 Iteration: 1888 || Clusters count: 14 || Log posterior: -3516.1453080902984 || Iter Time:0.015413045883178711 || Total time:33.27122783660889 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 14 || Log posterior: -3540.0796140151874 || Iter Time:0.01121211051940918 || Total time:33.282439947128296 Iteration: 1890 || Clusters count: 14 || Log posterior: -3529.982124029651 || Iter Time:0.015503883361816406 || Total time:33.29794383049011 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 14 || Log posterior: -3583.0292270746127 || Iter Time:0.011578083038330078 || Total time:33.30952191352844 Iteration: 1892 || Clusters count: 14 || Log posterior: -3563.035208993267 || Iter Time:0.015375852584838867 || Total time:33.32489776611328 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 14 || Log posterior: -3548.1223670711183 || Iter Time:0.012408018112182617 || Total time:33.337305784225464 Iteration: 1894 || Clusters count: 14 || Log posterior: -3535.71097204368 || Iter Time:0.016476154327392578 || Total time:33.353781938552856 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 15 || Log posterior: -3582.1108913157177 || Iter Time:0.012779951095581055 || Total time:33.36656188964844 Iteration: 1896 || Clusters count: 15 || Log posterior: -3538.8757524329217 || Iter Time:0.016262054443359375 || Total time:33.3828239440918 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 15 || Log posterior: -3537.598721744157 || Iter Time:0.011394023895263672 || Total time:33.39421796798706 Iteration: 1898 || Clusters count: 15 || Log posterior: -3507.643197162721 || Iter Time:0.016088008880615234 || Total time:33.410305976867676 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 15 || Log posterior: -3505.6014864995027 || Iter Time:0.011893987655639648 || Total time:33.422199964523315 Iteration: 1900 || Clusters count: 15 || Log posterior: -3490.1353626067935 || Iter Time:0.015580892562866211 || Total time:33.43778085708618 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 15 || Log posterior: -3537.4996423166585 || Iter Time:0.011855840682983398 || Total time:33.449636697769165 Iteration: 1902 || Clusters count: 15 || Log posterior: -3496.043876085248 || Iter Time:0.036536216735839844 || Total time:33.486172914505005 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 15 || Log posterior: -3473.638027186999 || Iter Time:0.01201486587524414 || Total time:33.49818778038025 Iteration: 1904 || Clusters count: 15 || Log posterior: -3468.167515727779 || Iter Time:0.015718936920166016 || Total time:33.513906717300415 Loading and distributing data: 0.000104 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 15 || Log posterior: -3501.547901074036 || Iter Time:0.013915061950683594 || Total time:33.5278217792511 Iteration: 1906 || Clusters count: 15 || Log posterior: -3477.7520678590718 || Iter Time:0.017271041870117188 || Total time:33.545092821121216 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 16 || Log posterior: -3576.118580229437 || Iter Time:0.013527154922485352 || Total time:33.5586199760437 Iteration: 1908 || Clusters count: 16 || Log posterior: -3548.7029261869347 || Iter Time:0.017297029495239258 || Total time:33.57591700553894 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 15 || Log posterior: -3534.379990505721 || Iter Time:0.013041973114013672 || Total time:33.588958978652954 Iteration: 1910 || Clusters count: 15 || Log posterior: -3503.8273563399093 || Iter Time:0.016710996627807617 || Total time:33.60566997528076 Loading and distributing data: 0.000104 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 14 || Log posterior: -3513.690125579252 || Iter Time:0.012624979019165039 || Total time:33.61829495429993 Iteration: 1912 || Clusters count: 14 || Log posterior: -3508.8521997852304 || Iter Time:0.014737844467163086 || Total time:33.63303279876709 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 14 || Log posterior: -3568.418149529264 || Iter Time:0.011070966720581055 || Total time:33.64410376548767 Iteration: 1914 || Clusters count: 14 || Log posterior: -3549.8414852623846 || Iter Time:0.01483297348022461 || Total time:33.658936738967896 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 14 || Log posterior: -3539.4946012467763 || Iter Time:0.011034011840820312 || Total time:33.669970750808716 Iteration: 1916 || Clusters count: 14 || Log posterior: -3499.016541109333 || Iter Time:0.014390945434570312 || Total time:33.684361696243286 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 14 || Log posterior: -3564.826587405563 || Iter Time:0.010833978652954102 || Total time:33.69519567489624 Iteration: 1918 || Clusters count: 14 || Log posterior: -3538.347132761835 || Iter Time:0.014368057250976562 || Total time:33.70956373214722 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 14 || Log posterior: -3574.708447753791 || Iter Time:0.010595083236694336 || Total time:33.72015881538391 Iteration: 1920 || Clusters count: 14 || Log posterior: -3562.54163848232 || Iter Time:0.015105962753295898 || Total time:33.73526477813721 Loading and distributing data: 0.000107 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 14 || Log posterior: -3601.756156058051 || Iter Time:0.011972904205322266 || Total time:33.74723768234253 Iteration: 1922 || Clusters count: 14 || Log posterior: -3575.9690114843465 || Iter Time:0.015601873397827148 || Total time:33.762839555740356 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 14 || Log posterior: -3590.699587882293 || Iter Time:0.012670040130615234 || Total time:33.77550959587097 Iteration: 1924 || Clusters count: 14 || Log posterior: -3568.6887235770523 || Iter Time:0.015815019607543945 || Total time:33.791324615478516 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 14 || Log posterior: -3506.1960803456745 || Iter Time:0.012162208557128906 || Total time:33.803486824035645 Iteration: 1926 || Clusters count: 14 || Log posterior: -3495.0842871894424 || Iter Time:0.016091108322143555 || Total time:33.81957793235779 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 14 || Log posterior: -3521.584358130326 || Iter Time:0.012574911117553711 || Total time:33.83215284347534 Iteration: 1928 || Clusters count: 14 || Log posterior: -3498.4526468982576 || Iter Time:0.015969038009643555 || Total time:33.848121881484985 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 14 || Log posterior: -3574.9572909659273 || Iter Time:0.012350082397460938 || Total time:33.860471963882446 Iteration: 1930 || Clusters count: 14 || Log posterior: -3554.8997856232127 || Iter Time:0.015510082244873047 || Total time:33.87598204612732 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 14 || Log posterior: -3552.2538053569306 || Iter Time:0.013215065002441406 || Total time:33.88919711112976 Iteration: 1932 || Clusters count: 14 || Log posterior: -3527.6833491247426 || Iter Time:0.01518702507019043 || Total time:33.90438413619995 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 14 || Log posterior: -3535.880914194875 || Iter Time:0.01301884651184082 || Total time:33.91740298271179 Iteration: 1934 || Clusters count: 14 || Log posterior: -3506.896362277447 || Iter Time:0.03659415245056152 || Total time:33.95399713516235 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 14 || Log posterior: -3601.184754451797 || Iter Time:0.011406898498535156 || Total time:33.96540403366089 Iteration: 1936 || Clusters count: 14 || Log posterior: -3570.3678661272716 || Iter Time:0.015872955322265625 || Total time:33.981276988983154 Loading and distributing data: 0.000102 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 14 || Log posterior: -3541.470032215566 || Iter Time:0.011028051376342773 || Total time:33.9923050403595 Iteration: 1938 || Clusters count: 14 || Log posterior: -3528.169409998676 || Iter Time:0.014952898025512695 || Total time:34.00725793838501 Loading and distributing data: 0.000101 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 14 || Log posterior: -3496.90623903164 || Iter Time:0.011403083801269531 || Total time:34.01866102218628 Iteration: 1940 || Clusters count: 14 || Log posterior: -3477.856792765326 || Iter Time:0.015242815017700195 || Total 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14 || Log posterior: -3488.404943349347 || Iter Time:0.01574993133544922 || Total time:34.11691665649414 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 14 || Log posterior: -3561.75143190721 || Iter Time:0.012089967727661133 || Total time:34.1290066242218 Iteration: 1948 || Clusters count: 14 || Log posterior: -3543.107622691961 || Iter Time:0.015516996383666992 || Total time:34.14452362060547 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 14 || Log posterior: -3599.59112511125 || Iter Time:0.011912107467651367 || Total time:34.15643572807312 Iteration: 1950 || Clusters count: 14 || Log posterior: -3582.340914477083 || Iter Time:0.015720129013061523 || Total time:34.17215585708618 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 14 || Log posterior: -3569.318223293581 || Iter Time:0.012067079544067383 || Total time:34.18422293663025 Iteration: 1952 || Clusters count: 14 || Log posterior: -3545.951355148936 || Iter Time:0.015966176986694336 || Total time:34.20018911361694 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 14 || Log posterior: -3531.4427675385423 || Iter Time:0.012557029724121094 || Total time:34.212746143341064 Iteration: 1954 || Clusters count: 14 || Log posterior: -3514.1548541745724 || Iter Time:0.01597309112548828 || Total time:34.22871923446655 Loading and distributing data: 0.000107 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 14 || Log posterior: -3526.3039012240197 || Iter Time:0.012363910675048828 || Total time:34.2410831451416 Iteration: 1956 || Clusters count: 14 || Log posterior: -3518.517715350268 || Iter Time:0.015534162521362305 || Total time:34.256617307662964 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 14 || Log posterior: -3546.196259576216 || Iter Time:0.012664079666137695 || Total time:34.2692813873291 Iteration: 1958 || Clusters count: 14 || Log posterior: -3539.203638988465 || Iter Time:0.016270160675048828 || Total time:34.28555154800415 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 14 || Log posterior: -3557.951188411495 || Iter Time:0.013318061828613281 || Total time:34.298869609832764 Iteration: 1960 || Clusters count: 14 || Log posterior: -3543.7667114819365 || Iter Time:0.017410993576049805 || Total time:34.31628060340881 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 15 || Log posterior: -3569.120745814587 || Iter Time:0.012310028076171875 || Total time:34.328590631484985 Iteration: 1962 || Clusters count: 14 || Log posterior: -3550.4609001278995 || Iter Time:0.015490055084228516 || Total time:34.344080686569214 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 14 || Log posterior: -3542.0281440332387 || Iter Time:0.012156963348388672 || Total time:34.3562376499176 Iteration: 1964 || Clusters count: 14 || Log posterior: -3524.6475589336455 || Iter Time:0.016041994094848633 || Total time:34.37227964401245 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 14 || Log posterior: -3536.990478222011 || Iter Time:0.035629987716674805 || Total time:34.407909631729126 Iteration: 1966 || Clusters count: 14 || Log posterior: -3517.9364204473836 || Iter Time:0.017108917236328125 || Total time:34.425018548965454 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 14 || Log posterior: -3555.9177428880444 || Iter Time:0.012923002243041992 || Total time:34.437941551208496 Iteration: 1968 || Clusters count: 14 || Log posterior: -3546.475264756038 || Iter Time:0.01665806770324707 || Total time:34.45459961891174 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 14 || Log posterior: -3553.752858717167 || Iter Time:0.012681007385253906 || Total time:34.467280626297 Iteration: 1970 || Clusters count: 14 || Log posterior: -3549.6277062736985 || Iter Time:0.016888141632080078 || Total time:34.48416876792908 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 14 || Log posterior: -3563.530603545119 || Iter Time:0.01335906982421875 || Total time:34.497527837753296 Iteration: 1972 || Clusters count: 14 || Log posterior: -3558.1659768548575 || Iter Time:0.017106056213378906 || Total time:34.514633893966675 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 14 || Log posterior: -3533.8763075381958 || Iter Time:0.01332402229309082 || Total time:34.527957916259766 Iteration: 1974 || Clusters count: 14 || Log posterior: -3518.9055748498035 || Iter Time:0.017518997192382812 || Total time:34.54547691345215 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 14 || Log posterior: -3549.488657698378 || Iter Time:0.013337850570678711 || Total time:34.55881476402283 Iteration: 1976 || Clusters count: 14 || Log posterior: -3528.3349707245357 || Iter Time:0.017242908477783203 || Total time:34.57605767250061 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 15 || Log posterior: -3555.2273404964926 || Iter Time:0.014128923416137695 || Total time:34.59018659591675 Iteration: 1978 || Clusters count: 14 || Log posterior: -3519.1352818309956 || Iter Time:0.01772785186767578 || Total time:34.607914447784424 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 14 || Log posterior: -3546.326891009883 || Iter Time:0.012401103973388672 || Total time:34.62031555175781 Iteration: 1980 || Clusters count: 14 || Log posterior: -3531.9347059691477 || Iter Time:0.018012046813964844 || Total time:34.63832759857178 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 14 || Log posterior: -3516.41155119859 || Iter Time:0.01378011703491211 || Total time:34.65210771560669 Iteration: 1982 || Clusters count: 14 || Log posterior: -3501.7276792098774 || Iter Time:0.01680898666381836 || Total time:34.66891670227051 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 14 || Log posterior: -3578.650307881084 || Iter Time:0.012819051742553711 || Total time:34.68173575401306 Iteration: 1984 || Clusters count: 14 || Log posterior: -3553.495648806359 || Iter Time:0.01709914207458496 || Total time:34.69883489608765 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 14 || Log posterior: -3574.985998100461 || Iter Time:0.013641834259033203 || Total time:34.71247673034668 Iteration: 1986 || Clusters count: 14 || Log posterior: -3548.918257951087 || Iter Time:0.016195058822631836 || Total time:34.72867178916931 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 14 || Log posterior: -3574.8815650515116 || Iter Time:0.01301717758178711 || Total time:34.7416889667511 Iteration: 1988 || Clusters count: 14 || Log posterior: -3559.846861884952 || Iter Time:0.01770186424255371 || Total time:34.75939083099365 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 14 || Log posterior: -3528.281234146039 || Iter Time:0.013484001159667969 || Total time:34.77287483215332 Iteration: 1990 || Clusters count: 14 || Log posterior: -3508.3936111144258 || Iter Time:0.018548965454101562 || Total time:34.79142379760742 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 14 || Log posterior: -3476.3312615819777 || Iter Time:0.013195991516113281 || Total time:34.804619789123535 Iteration: 1992 || Clusters count: 14 || Log posterior: -3456.308579020075 || Iter Time:0.01764202117919922 || Total time:34.822261810302734 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 14 || Log posterior: -3533.256920476854 || Iter Time:0.013545989990234375 || Total time:34.83580780029297 Iteration: 1994 || Clusters count: 14 || Log posterior: -3504.7011911931004 || Iter Time:0.01729607582092285 || Total time:34.85310387611389 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 14 || Log posterior: -3569.990681412666 || Iter Time:0.01399087905883789 || Total time:34.86709475517273 Iteration: 1996 || Clusters count: 14 || Log posterior: -3532.206813714315 || Iter Time:0.01792311668395996 || Total time:34.88501787185669 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 14 || Log posterior: -3576.8363370128905 || Iter Time:0.014378070831298828 || Total time:34.89939594268799 Iteration: 1998 || Clusters count: 14 || Log posterior: -3559.5432351427603 || Iter Time:0.0402989387512207 || Total time:34.93969488143921 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 14 || Log posterior: -3532.5691231910896 || Iter Time:0.013503074645996094 || Total time:34.953197956085205 Iteration: 2000 || Clusters count: 14 || Log posterior: -3513.8166145765736 || Iter Time:0.017130136489868164 || Total time:34.97032809257507 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 14 || Log posterior: -3546.982386107814 || Iter Time:0.013271093368530273 || Total time:34.9835991859436 Iteration: 2002 || Clusters count: 14 || Log posterior: -3521.837965754255 || Iter Time:0.01628899574279785 || Total time:34.9998881816864 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 15 || Log posterior: -3616.427842681848 || Iter Time:0.012206077575683594 || Total time:35.012094259262085 Iteration: 2004 || Clusters count: 15 || Log posterior: -3581.344260987086 || Iter Time:0.016900062561035156 || Total time:35.02899432182312 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 16 || Log posterior: -3585.5609269621013 || Iter Time:0.014496803283691406 || Total time:35.04349112510681 Iteration: 2006 || Clusters count: 15 || Log posterior: -3554.125676204251 || Iter Time:0.016669034957885742 || Total time:35.0601601600647 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 15 || Log posterior: -3562.030549960734 || Iter Time:0.011734962463378906 || Total time:35.071895122528076 Iteration: 2008 || Clusters count: 15 || Log posterior: -3546.5281519053297 || Iter Time:0.015681028366088867 || Total time:35.087576150894165 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 15 || Log posterior: -3616.1267930239583 || Iter Time:0.011519908905029297 || Total time:35.099096059799194 Iteration: 2010 || Clusters count: 15 || Log posterior: -3593.594480450787 || Iter Time:0.01616191864013672 || Total time:35.11525797843933 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 15 || Log posterior: -3625.4557679555955 || Iter Time:0.012244939804077148 || Total time:35.12750291824341 Iteration: 2012 || Clusters count: 15 || Log posterior: -3603.7985786843287 || Iter Time:0.01672816276550293 || Total time:35.14423108100891 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 16 || Log posterior: -3560.3484468455154 || Iter Time:0.014457941055297852 || Total time:35.15868902206421 Iteration: 2014 || Clusters count: 16 || Log posterior: -3551.5570047440356 || Iter Time:0.020030975341796875 || Total time:35.178719997406006 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 14 || Log posterior: -3559.4158732379033 || Iter Time:0.014657974243164062 || Total time:35.19337797164917 Iteration: 2016 || Clusters count: 14 || Log posterior: -3543.4174474627757 || Iter Time:0.01810908317565918 || Total time:35.21148705482483 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 14 || Log posterior: -3612.3274554709496 || Iter Time:0.014030933380126953 || Total time:35.225517988204956 Iteration: 2018 || Clusters count: 14 || Log posterior: -3587.467378617614 || Iter Time:0.018153905868530273 || Total time:35.243671894073486 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 14 || Log posterior: -3569.793078156638 || Iter Time:0.013849020004272461 || Total time:35.25752091407776 Iteration: 2020 || Clusters count: 14 || Log posterior: -3551.2444540068295 || Iter Time:0.01859879493713379 || Total time:35.27611970901489 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 14 || Log posterior: -3560.775587322036 || Iter Time:0.01586294174194336 || Total time:35.291982650756836 Iteration: 2022 || Clusters count: 14 || Log posterior: -3535.0571195923967 || Iter Time:0.020416975021362305 || Total time:35.3123996257782 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 14 || Log posterior: -3530.8204835062984 || Iter Time:0.014573097229003906 || Total time:35.3269727230072 Iteration: 2024 || Clusters count: 14 || Log posterior: -3509.6188735185674 || Iter Time:0.01781916618347168 || Total time:35.344791889190674 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 14 || Log posterior: -3537.06360406545 || Iter Time:0.013412952423095703 || Total time:35.35820484161377 Iteration: 2026 || Clusters count: 14 || Log posterior: -3507.137955728831 || Iter Time:0.017021894454956055 || Total time:35.375226736068726 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 14 || Log posterior: -3564.0923791443224 || Iter Time:0.013824939727783203 || Total time:35.38905167579651 Iteration: 2028 || Clusters count: 14 || Log posterior: -3534.792749257646 || Iter Time:0.016782045364379883 || Total time:35.40583372116089 Avg NMI: 0.9256160235967832 Full NMI: 0.8967707635383092 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m25.7s Testing DPMMSubClustersStreaming tests passed Testing completed after 191.12s PkgEval succeeded after 367.7s