Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.1125 (fd1c6fd302*) started at 2025-09-16T03:02:55.662 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.03s ################################################################################ # 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 v1.26.0 ⌅ [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 v1.7.0 [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 v1.13.0 [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 v1.13.0 [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 v8.16.0+0 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.9.9 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.2+0 [efcefdf7] + PCRE2_jll v10.46.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.67.0+0 [3f19e933] + p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.84s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 134.46s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_SHDGhD/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 v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_SHDGhD/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 v1.7.0 [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 v1.13.0 [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 v1.13.0 [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 v8.16.0+0 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.9.9 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.2+0 [efcefdf7] PCRE2_jll v10.46.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.67.0+0 [3f19e933] p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.409415 seconds (975.16 k allocations: 59.806 MiB, 99.92% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233041.81923629093 || Iter Time:17.42937994003296 || Total time:17.42937994003296 Iteration: 1 || Clusters count: 1 || Log posterior: -233041.81923629093 || Iter Time:0.0058650970458984375 || Total time:17.435245037078857 Iteration: 2 || Clusters count: 1 || Log posterior: -233041.81923629093 || Iter Time:0.005357027053833008 || Total time:17.44060206413269 Iteration: 3 || Clusters count: 1 || Log posterior: -233041.81923629093 || Iter Time:0.00537109375 || Total time:17.44597315788269 Iteration: 4 || Clusters count: 1 || Log posterior: -233041.81923629093 || Iter Time:0.005331993103027344 || Total time:17.451305150985718 Iteration: 5 || Clusters count: 1 || Log posterior: -233041.81923629093 || Iter Time:0.015661001205444336 || Total time:17.466966152191162 Iteration: 6 || Clusters count: 1 || Log posterior: -233041.81923629093 || Iter Time:0.0055561065673828125 || Total time:17.472522258758545 Iteration: 7 || Clusters count: 1 || Log posterior: -233041.81923629093 || Iter Time:0.00530695915222168 || Total time:17.477829217910767 Iteration: 8 || Clusters count: 1 || Log posterior: -233041.81923629093 || Iter Time:0.005660057067871094 || Total time:17.483489274978638 Iteration: 9 || Clusters count: 1 || Log posterior: -233041.81923629093 || Iter Time:0.005676984786987305 || Total time:17.489166259765625 Iteration: 10 || Clusters count: 1 || Log posterior: -233041.81923629093 || Iter Time:0.005681037902832031 || Total time:17.494847297668457 Iteration: 11 || Clusters count: 1 || Log posterior: -233041.81923629093 || Iter Time:0.0054759979248046875 || Total time:17.50032329559326 Iteration: 12 || Clusters count: 1 || Log posterior: -233041.81923629093 || Iter Time:0.005312919616699219 || Total time:17.50563621520996 Iteration: 13 || Clusters count: 2 || Log posterior: -232665.28241786675 || Iter Time:3.9345531463623047 || Total time:21.440189361572266 Iteration: 14 || Clusters count: 2 || Log posterior: -232646.9380061744 || Iter Time:0.0058040618896484375 || Total time:21.445993423461914 Iteration: 15 || Clusters count: 2 || Log posterior: -232601.08133908035 || Iter Time:0.005597829818725586 || Total time:21.45159125328064 Iteration: 16 || Clusters count: 2 || Log posterior: -232606.03895261546 || Iter Time:0.005743980407714844 || Total time:21.457335233688354 Iteration: 17 || Clusters count: 2 || Log posterior: -232594.02129440097 || Iter Time:0.005900144577026367 || Total time:21.46323537826538 Iteration: 18 || Clusters count: 2 || Log posterior: -232596.5339945873 || Iter Time:0.005445003509521484 || Total time:21.468680381774902 Iteration: 19 || Clusters count: 2 || Log posterior: -232612.21916419172 || Iter Time:0.0055658817291259766 || Total time:21.47424626350403 Iteration: 20 || Clusters count: 2 || Log posterior: -232511.26280965874 || Iter Time:3.3931050300598145 || Total time:24.867351293563843 Loading and distributing data: 0.000687 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232840.2992135555 || Iter Time:0.032666921615600586 || Total time:24.900018215179443 Iteration: 22 || Clusters count: 2 || Log posterior: -232788.13125004 || Iter Time:0.00580596923828125 || Total time:24.905824184417725 Iteration: 23 || Clusters count: 2 || Log posterior: -232794.27888296713 || Iter Time:0.005521059036254883 || Total time:24.91134524345398 Iteration: 24 || Clusters count: 2 || Log posterior: -232799.22663866702 || Iter Time:0.005670070648193359 || Total time:24.917015314102173 Iteration: 25 || Clusters count: 2 || Log posterior: -232788.67804833414 || Iter Time:0.005509138107299805 || Total time:24.922524452209473 Iteration: 26 || Clusters count: 2 || Log posterior: -232769.35945116702 || Iter Time:0.0057599544525146484 || Total time:24.928284406661987 Iteration: 27 || Clusters count: 2 || Log posterior: -232783.74314393962 || Iter Time:0.005652189254760742 || Total time:24.933936595916748 Iteration: 28 || Clusters count: 3 || Log posterior: -232582.69217028437 || Iter Time:0.006940126419067383 || Total time:24.940876722335815 Iteration: 29 || Clusters count: 3 || Log posterior: -232440.9114201442 || Iter Time:0.006091117858886719 || Total time:24.946967840194702 Iteration: 30 || Clusters count: 3 || Log posterior: -232408.60671276934 || Iter Time:0.005884885787963867 || Total time:24.952852725982666 Iteration: 31 || Clusters count: 3 || Log posterior: -232425.9630650057 || Iter Time:0.00610804557800293 || Total time:24.95896077156067 Iteration: 32 || Clusters count: 3 || Log posterior: -232408.89518338043 || Iter Time:0.005949974060058594 || Total time:24.964910745620728 Iteration: 33 || Clusters count: 4 || Log posterior: -232187.09725269434 || Iter Time:0.00761103630065918 || Total time:24.972521781921387 Iteration: 34 || Clusters count: 4 || Log posterior: -232126.10902309575 || Iter Time:0.0061070919036865234 || Total time:24.978628873825073 Iteration: 35 || Clusters count: 4 || Log posterior: -232096.0865438637 || Iter Time:0.0062389373779296875 || Total time:24.984867811203003 Iteration: 36 || Clusters count: 4 || Log posterior: -232097.05915115433 || Iter Time:0.00616908073425293 || Total time:24.991036891937256 Iteration: 37 || Clusters count: 4 || Log posterior: -232050.19192840866 || Iter Time:0.006136178970336914 || Total time:24.997173070907593 Iteration: 38 || Clusters count: 4 || Log posterior: -232016.81146986558 || Iter Time:0.006242990493774414 || Total time:25.003416061401367 Iteration: 39 || Clusters count: 4 || Log posterior: -231996.2300739316 || Iter Time:0.0060269832611083984 || Total time:25.009443044662476 Iteration: 40 || Clusters count: 4 || Log posterior: -231991.07636520592 || Iter Time:0.006200075149536133 || Total time:25.01564311981201 Iteration: 41 || Clusters count: 4 || Log posterior: -231918.2816740726 || Iter Time:0.00613093376159668 || Total time:25.02177405357361 Loading and distributing data: 0.000991 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261732.90072957063 || Iter Time:0.007534027099609375 || Total time:25.029308080673218 Iteration: 43 || Clusters count: 4 || Log posterior: -261682.79188986597 || Iter Time:0.007239818572998047 || Total time:25.036547899246216 Iteration: 44 || Clusters count: 4 || Log posterior: -261705.21974601803 || Iter Time:0.007266998291015625 || Total time:25.04381489753723 Iteration: 45 || Clusters count: 4 || Log posterior: -261657.87086756752 || Iter Time:0.007139921188354492 || Total time:25.050954818725586 Iteration: 46 || Clusters count: 4 || Log posterior: -261686.65424429503 || Iter Time:0.007044076919555664 || Total time:25.05799889564514 Iteration: 47 || Clusters count: 4 || Log posterior: -261661.98682087407 || Iter Time:0.007027149200439453 || Total time:25.06502604484558 Iteration: 48 || Clusters count: 5 || Log posterior: -261294.00177481625 || Iter Time:0.008650064468383789 || Total time:25.073676109313965 Iteration: 49 || Clusters count: 6 || Log posterior: -260831.3949208664 || Iter Time:0.00872802734375 || Total time:25.082404136657715 Iteration: 50 || Clusters count: 6 || Log posterior: -260754.81097995726 || Iter Time:0.007899999618530273 || Total time:25.090304136276245 Iteration: 51 || Clusters count: 6 || Log posterior: -260757.52832570815 || Iter Time:0.007927894592285156 || Total time:25.09823203086853 Iteration: 52 || Clusters count: 7 || Log posterior: -260635.13146959728 || Iter Time:0.009901046752929688 || Total time:25.10813307762146 Iteration: 53 || Clusters count: 7 || Log posterior: -260590.77864220444 || Iter Time:0.008538007736206055 || Total time:25.116671085357666 Iteration: 54 || Clusters count: 8 || Log posterior: -260216.99658843473 || Iter Time:0.009356021881103516 || Total time:25.12602710723877 Iteration: 55 || Clusters count: 8 || Log posterior: -260096.55368212843 || Iter Time:0.00859379768371582 || Total time:25.134620904922485 Iteration: 56 || Clusters count: 8 || Log posterior: -260095.76128486363 || Iter Time:0.008838176727294922 || Total time:25.14345908164978 Iteration: 57 || Clusters count: 8 || Log posterior: -260092.44617896742 || Iter Time:0.009150028228759766 || Total time:25.15260910987854 Iteration: 58 || Clusters count: 8 || Log posterior: -260093.22192838995 || Iter Time:0.008800029754638672 || Total time:25.16140913963318 Iteration: 59 || Clusters count: 8 || Log posterior: -260105.0628625498 || Iter Time:0.008486032485961914 || Total time:25.16989517211914 Iteration: 60 || Clusters count: 8 || Log posterior: -260103.32828730013 || Iter Time:0.00861501693725586 || Total time:25.178510189056396 Iteration: 61 || Clusters count: 8 || Log posterior: -260101.1740628603 || Iter Time:0.009138107299804688 || Total time:25.1876482963562 Iteration: 62 || Clusters count: 8 || Log posterior: -260037.9038094974 || Iter Time:0.028236865997314453 || Total time:25.215885162353516 Loading and distributing data: 0.000837 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 10 || Log posterior: -259259.34668568405 || Iter Time:0.010291099548339844 || Total time:25.226176261901855 Iteration: 64 || Clusters count: 11 || Log posterior: -258789.1281788893 || Iter Time:0.009818077087402344 || Total time:25.235994338989258 Iteration: 65 || Clusters count: 11 || Log posterior: -258705.78714660506 || Iter Time:0.02194499969482422 || Total time:25.257939338684082 Iteration: 66 || Clusters count: 11 || Log posterior: -258696.03827282385 || Iter Time:0.009231090545654297 || Total time:25.267170429229736 Iteration: 67 || Clusters count: 13 || Log posterior: -257945.51476968048 || Iter Time:0.011420965194702148 || Total time:25.27859139442444 Iteration: 68 || Clusters count: 13 || Log posterior: -257829.83081283764 || Iter Time:0.009656190872192383 || Total time:25.28824758529663 Iteration: 69 || Clusters count: 14 || Log posterior: -257220.65804599517 || Iter Time:0.8439960479736328 || Total time:26.132243633270264 Iteration: 70 || Clusters count: 14 || Log posterior: -257180.52876324122 || Iter Time:0.010776996612548828 || Total time:26.143020629882812 Iteration: 71 || Clusters count: 14 || Log posterior: -257160.91142247876 || Iter Time:0.010885953903198242 || Total time:26.15390658378601 Iteration: 72 || Clusters count: 14 || Log posterior: -257167.65680569867 || Iter Time:0.025470972061157227 || Total time:26.179377555847168 Iteration: 73 || Clusters count: 14 || Log posterior: -257175.71055691445 || Iter Time:0.011047124862670898 || Total time:26.19042468070984 Iteration: 74 || Clusters count: 14 || Log posterior: -257156.91598052313 || Iter Time:0.010103940963745117 || Total time:26.200528621673584 Iteration: 75 || Clusters count: 14 || Log posterior: -257170.8056991935 || Iter Time:0.010760068893432617 || Total time:26.211288690567017 Iteration: 76 || Clusters count: 14 || Log posterior: -257148.41551149078 || Iter Time:0.01077890396118164 || Total time:26.2220675945282 Iteration: 77 || Clusters count: 14 || Log posterior: -257130.73849529386 || Iter Time:0.010663986206054688 || Total time:26.232731580734253 Iteration: 78 || Clusters count: 14 || Log posterior: -257125.06483875765 || Iter Time:0.011616945266723633 || Total time:26.244348526000977 Iteration: 79 || Clusters count: 14 || Log posterior: -257105.81276006412 || Iter Time:0.012764215469360352 || Total time:26.257112741470337 Iteration: 80 || Clusters count: 14 || Log posterior: -257119.24266305595 || Iter Time:0.012598037719726562 || Total time:26.269710779190063 Iteration: 81 || Clusters count: 14 || Log posterior: -257101.4759450621 || Iter Time:0.02644491195678711 || Total time:26.29615569114685 Iteration: 82 || Clusters count: 14 || Log posterior: -257091.28250414433 || Iter Time:0.0155029296875 || Total time:26.31165862083435 Iteration: 83 || Clusters count: 14 || Log posterior: -257045.33339820997 || Iter Time:0.013460874557495117 || Total time:26.325119495391846 Loading and distributing data: 0.000773 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 15 || Log posterior: -256685.47575906757 || Iter Time:0.015844106674194336 || Total time:26.34096360206604 Iteration: 85 || Clusters count: 15 || Log posterior: -256522.71366659037 || Iter Time:0.015028953552246094 || Total time:26.355992555618286 Iteration: 86 || Clusters count: 15 || Log posterior: -256511.91914998234 || Iter Time:0.01587986946105957 || Total time:26.371872425079346 Iteration: 87 || Clusters count: 15 || Log posterior: -256506.43289743035 || Iter Time:0.01609492301940918 || Total time:26.387967348098755 Iteration: 88 || Clusters count: 16 || Log posterior: -256455.7027801255 || Iter Time:0.02108001708984375 || Total time:26.4090473651886 Iteration: 89 || Clusters count: 16 || Log posterior: -256389.38598142008 || Iter Time:0.015202045440673828 || Total time:26.424249410629272 Iteration: 90 || Clusters count: 16 || Log posterior: -256380.3498711514 || Iter Time:0.015234947204589844 || Total time:26.439484357833862 Iteration: 91 || Clusters count: 16 || Log posterior: -256378.57899406858 || Iter Time:0.014908075332641602 || Total time:26.454392433166504 Iteration: 92 || Clusters count: 16 || Log posterior: -256376.6787022409 || Iter Time:0.01483607292175293 || Total time:26.469228506088257 Iteration: 93 || Clusters count: 16 || Log posterior: -256384.85141743353 || Iter Time:0.01509404182434082 || Total time:26.484322547912598 Iteration: 94 || Clusters count: 16 || Log posterior: -256373.52593366665 || Iter Time:0.019939899444580078 || Total time:26.504262447357178 Iteration: 95 || Clusters count: 16 || Log posterior: -256376.88684342767 || Iter Time:0.0145111083984375 || Total time:26.518773555755615 Iteration: 96 || Clusters count: 16 || Log posterior: -256382.24404650473 || Iter Time:0.014978885650634766 || Total time:26.53375244140625 Iteration: 97 || Clusters count: 16 || Log posterior: -256384.16685324357 || Iter Time:0.01561284065246582 || Total time:26.549365282058716 Iteration: 98 || Clusters count: 16 || Log posterior: -256377.69460594887 || Iter Time:0.019256114959716797 || Total time:26.568621397018433 Iteration: 99 || Clusters count: 16 || Log posterior: -256378.9718135302 || Iter Time:0.018052101135253906 || Total time:26.586673498153687 Iteration: 100 || Clusters count: 17 || Log posterior: -256145.19729448023 || Iter Time:0.01970815658569336 || Total time:26.60638165473938 Iteration: 101 || Clusters count: 17 || Log posterior: -256095.0489136525 || Iter Time:0.022241830825805664 || Total time:26.628623485565186 Iteration: 102 || Clusters count: 17 || Log posterior: -256084.72702943842 || Iter Time:0.018186092376708984 || Total time:26.646809577941895 Iteration: 103 || Clusters count: 17 || Log posterior: -256095.52456039583 || Iter Time:0.018706083297729492 || Total time:26.665515661239624 Iteration: 104 || Clusters count: 17 || Log posterior: -256075.76452613476 || Iter Time:0.017036914825439453 || Total time:26.682552576065063 Loading and distributing data: 0.000773 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 17 || Log posterior: -256011.16790874602 || Iter Time:0.022660017013549805 || Total time:26.705212593078613 Iteration: 106 || Clusters count: 17 || Log posterior: -255972.68590650853 || Iter Time:0.018635988235473633 || Total time:26.723848581314087 Iteration: 107 || Clusters count: 17 || Log posterior: -255971.72164808554 || Iter Time:0.01879096031188965 || Total time:26.742639541625977 Iteration: 108 || Clusters count: 17 || Log posterior: -255969.13280055506 || Iter Time:0.02246999740600586 || Total time:26.765109539031982 Iteration: 109 || Clusters count: 17 || Log posterior: -255975.69321157195 || Iter Time:0.01827096939086914 || Total time:26.78338050842285 Iteration: 110 || Clusters count: 17 || Log posterior: -255980.61324899027 || Iter Time:0.018525123596191406 || Total time:26.801905632019043 Iteration: 111 || Clusters count: 17 || Log posterior: -255990.1732229099 || Iter Time:0.022643089294433594 || Total time:26.824548721313477 Iteration: 112 || Clusters count: 17 || Log posterior: -255972.5646911572 || Iter Time:0.018918991088867188 || Total time:26.843467712402344 Iteration: 113 || Clusters count: 17 || Log posterior: -255966.78284001173 || Iter Time:0.018468141555786133 || Total time:26.86193585395813 Iteration: 114 || Clusters count: 17 || Log posterior: -255962.82071740975 || Iter Time:0.018378019332885742 || Total time:26.880313873291016 Iteration: 115 || Clusters count: 18 || Log posterior: -255747.03105630522 || Iter Time:0.02565598487854004 || Total time:26.905969858169556 Iteration: 116 || Clusters count: 18 || Log posterior: -255730.17450885873 || Iter Time:0.020776033401489258 || Total time:26.926745891571045 Iteration: 117 || Clusters count: 18 || Log posterior: -255717.26903779272 || Iter Time:0.0201261043548584 || Total time:26.946871995925903 Iteration: 118 || Clusters count: 18 || Log posterior: -255712.7224475747 || Iter Time:0.024667978286743164 || Total time:26.971539974212646 Iteration: 119 || Clusters count: 18 || Log posterior: -255714.5441691637 || Iter Time:0.019865036010742188 || Total time:26.99140501022339 Iteration: 120 || Clusters count: 18 || Log posterior: -255706.71193988927 || Iter Time:0.019754886627197266 || Total time:27.011159896850586 Iteration: 121 || Clusters count: 18 || Log posterior: -255699.9738493171 || Iter Time:0.025238990783691406 || Total time:27.036398887634277 Iteration: 122 || Clusters count: 18 || Log posterior: -255701.83379315227 || Iter Time:0.021209001541137695 || Total time:27.057607889175415 Iteration: 123 || Clusters count: 18 || Log posterior: -255704.7657231541 || Iter Time:0.02112293243408203 || Total time:27.078730821609497 Iteration: 124 || Clusters count: 18 || Log posterior: -255713.87240221104 || Iter Time:0.02542400360107422 || Total time:27.10415482521057 Iteration: 125 || Clusters count: 18 || Log posterior: -255695.2573608898 || Iter Time:0.019685029983520508 || Total time:27.123839855194092 Loading and distributing data: 0.000812 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 18 || Log posterior: -255722.87481847155 || Iter Time:0.020884037017822266 || Total time:27.144723892211914 Iteration: 127 || Clusters count: 18 || Log posterior: -255713.65624346255 || Iter Time:0.024747133255004883 || Total time:27.16947102546692 Iteration: 128 || Clusters count: 18 || Log posterior: -255723.16095951997 || Iter Time:0.020509958267211914 || Total time:27.18998098373413 Iteration: 129 || Clusters count: 18 || Log posterior: -255708.2839402863 || Iter Time:0.02097320556640625 || Total time:27.210954189300537 Iteration: 130 || Clusters count: 20 || Log posterior: -254894.69994870047 || Iter Time:0.027081012725830078 || Total time:27.238035202026367 Iteration: 131 || Clusters count: 20 || Log posterior: -254799.8774783652 || Iter Time:0.021084070205688477 || Total time:27.259119272232056 Iteration: 132 || Clusters count: 20 || Log posterior: -254793.74900959258 || Iter Time:0.021467208862304688 || Total time:27.28058648109436 Iteration: 133 || Clusters count: 20 || Log posterior: -254793.1540710175 || Iter Time:0.02594614028930664 || Total time:27.306532621383667 Iteration: 134 || Clusters count: 20 || Log posterior: -254796.7808158056 || Iter Time:0.02211594581604004 || Total time:27.328648567199707 Iteration: 135 || Clusters count: 20 || Log posterior: -254793.92884749104 || Iter Time:0.02195000648498535 || Total time:27.350598573684692 Iteration: 136 || Clusters count: 20 || Log posterior: -254805.6442150655 || Iter Time:0.025552034378051758 || Total time:27.376150608062744 Iteration: 137 || Clusters count: 20 || Log posterior: -254796.963238376 || Iter Time:0.02137899398803711 || Total time:27.39752960205078 Iteration: 138 || Clusters count: 20 || Log posterior: -254792.8089364463 || Iter Time:0.02120804786682129 || Total time:27.418737649917603 Iteration: 139 || Clusters count: 20 || Log posterior: -254792.8089364463 || Iter Time:0.025255918502807617 || Total time:27.44399356842041 Iteration: 140 || Clusters count: 20 || Log posterior: -254792.2139978712 || Iter Time:0.02200794219970703 || Total time:27.466001510620117 Iteration: 141 || Clusters count: 20 || Log posterior: -254793.38472533177 || Iter Time:0.02517414093017578 || Total time:27.491175651550293 Iteration: 142 || Clusters count: 20 || Log posterior: -254791.32382301177 || Iter Time:0.021925926208496094 || Total time:27.51310157775879 Iteration: 143 || Clusters count: 20 || Log posterior: -254791.32382301177 || Iter Time:0.022008180618286133 || Total time:27.535109758377075 Iteration: 144 || Clusters count: 20 || Log posterior: -254791.91876158686 || Iter Time:0.025777101516723633 || Total time:27.5608868598938 Iteration: 145 || Clusters count: 20 || Log posterior: -254791.91876158686 || Iter Time:0.026717185974121094 || Total time:27.58760404586792 Iteration: 146 || Clusters count: 20 || Log posterior: -254789.53550561672 || Iter Time:0.023962974548339844 || Total time:27.61156702041626 Loading and distributing data: 0.000759 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -254793.39391926277 || Iter Time:0.028676986694335938 || Total time:27.640244007110596 Iteration: 148 || Clusters count: 20 || Log posterior: -254777.02099797988 || Iter Time:0.024163007736206055 || Total time:27.6644070148468 Iteration: 149 || Clusters count: 20 || Log posterior: -254780.0105042855 || Iter Time:0.029024839401245117 || Total time:27.693431854248047 Iteration: 150 || Clusters count: 20 || Log posterior: -254777.18040095264 || Iter Time:0.02366018295288086 || Total 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time:27.894847869873047 Iteration: 158 || Clusters count: 20 || Log posterior: -254775.02174243063 || Iter Time:0.027545928955078125 || Total time:27.922393798828125 Iteration: 159 || Clusters count: 20 || Log posterior: -254775.02174243063 || Iter Time:0.024039030075073242 || Total time:27.9464328289032 Iteration: 160 || Clusters count: 20 || Log posterior: -254777.35348190187 || Iter Time:0.028666973114013672 || Total time:27.975099802017212 Iteration: 161 || Clusters count: 20 || Log posterior: -254777.35348190187 || Iter Time:0.024396896362304688 || Total time:27.999496698379517 Iteration: 162 || Clusters count: 20 || Log posterior: -254777.35348190187 || Iter Time:0.026419878005981445 || Total time:28.025916576385498 Iteration: 163 || Clusters count: 20 || Log posterior: -254780.01649201632 || Iter Time:0.03297591209411621 || Total time:28.058892488479614 Iteration: 164 || Clusters count: 20 || Log posterior: -254780.6728279029 || Iter Time:0.026634931564331055 || Total time:28.085527420043945 Iteration: 165 || Clusters count: 20 || Log posterior: -254783.21546443313 || Iter Time:0.030778884887695312 || Total time:28.11630630493164 Iteration: 166 || Clusters count: 20 || Log posterior: -254778.38215652335 || Iter Time:0.026267051696777344 || Total time:28.142573356628418 Iteration: 167 || Clusters count: 20 || Log posterior: -254775.02174243063 || Iter Time:0.02362799644470215 || Total time:28.16620135307312 Loading and distributing data: 0.000818 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255121.2615218597 || Iter Time:0.029842138290405273 || Total time:28.196043491363525 Iteration: 169 || Clusters count: 20 || Log posterior: -255095.50281746354 || Iter Time:0.025339126586914062 || Total time:28.22138261795044 Iteration: 170 || Clusters count: 20 || Log posterior: -255094.66785917568 || Iter Time:0.028184890747070312 || Total time:28.24956750869751 Iteration: 171 || Clusters count: 20 || Log posterior: -255096.06073452634 || Iter Time:0.02576613426208496 || Total time:28.275333642959595 Iteration: 172 || Clusters count: 20 || Log posterior: -255092.78895589928 || Iter Time:0.026522159576416016 || Total time:28.30185580253601 Iteration: 173 || Clusters count: 20 || Log posterior: -255088.116320148 || Iter Time:0.0293428897857666 || Total time:28.331198692321777 Iteration: 174 || Clusters count: 20 || Log posterior: -255101.0107849206 || Iter Time:0.024750947952270508 || Total time:28.355949640274048 Iteration: 175 || Clusters count: 20 || Log posterior: -255091.35636152915 || Iter Time:0.030215024948120117 || Total time:28.386164665222168 Iteration: 176 || Clusters count: 20 || Log posterior: -255091.9439984091 || Iter Time:0.02520608901977539 || Total time:28.411370754241943 Iteration: 177 || Clusters count: 20 || Log posterior: -255090.32387178697 || Iter Time:0.02513885498046875 || Total time:28.436509609222412 Iteration: 178 || Clusters count: 20 || Log posterior: -255093.74216326536 || Iter Time:0.02925586700439453 || Total time:28.465765476226807 Iteration: 179 || Clusters count: 20 || Log posterior: -255028.32755090724 || Iter Time:0.026018857955932617 || Total time:28.49178433418274 Iteration: 180 || Clusters count: 20 || Log posterior: -255025.99034231366 || Iter Time:0.025265932083129883 || Total time:28.51705026626587 Iteration: 181 || Clusters count: 20 || Log posterior: -255030.32430394014 || Iter Time:0.02947998046875 || Total time:28.54653024673462 Iteration: 182 || Clusters count: 20 || Log posterior: -255033.8276050929 || Iter Time:0.02398204803466797 || Total time:28.570512294769287 Iteration: 183 || Clusters count: 20 || Log posterior: -255026.4119681939 || Iter Time:0.029963970184326172 || Total time:28.600476264953613 Iteration: 184 || Clusters count: 20 || Log posterior: -255026.4119681939 || Iter Time:0.027206897735595703 || Total time:28.62768316268921 Iteration: 185 || Clusters count: 20 || Log posterior: -255026.3358263669 || Iter Time:0.026983976364135742 || Total time:28.654667139053345 Iteration: 186 || Clusters count: 20 || Log posterior: -255042.084372119 || Iter Time:0.03103494644165039 || Total time:28.685702085494995 Iteration: 187 || Clusters count: 20 || Log posterior: -255035.21002522277 || Iter Time:0.025657176971435547 || Total time:28.71135926246643 Iteration: 188 || Clusters count: 20 || Log posterior: -255025.1789982873 || Iter Time:0.029224872589111328 || Total time:28.740584135055542 Loading and distributing data: 0.000764 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254813.54812050893 || Iter Time:0.02399897575378418 || Total time:28.764583110809326 Iteration: 190 || Clusters count: 20 || Log posterior: -254777.0033576407 || Iter Time:0.02119588851928711 || Total time:28.785778999328613 Iteration: 191 || Clusters count: 20 || Log posterior: -254767.75845055527 || Iter Time:0.025597095489501953 || Total time:28.811376094818115 Iteration: 192 || Clusters count: 20 || Log posterior: -254773.40414312013 || Iter Time:0.02130913734436035 || Total time:28.832685232162476 Iteration: 193 || Clusters count: 20 || Log posterior: -254781.4630260906 || Iter Time:0.02090001106262207 || Total time:28.853585243225098 Iteration: 194 || Clusters count: 20 || Log posterior: -254775.86124027034 || Iter Time:0.02729201316833496 || Total time:28.880877256393433 Iteration: 195 || Clusters count: 20 || Log posterior: -254772.747184374 || Iter Time:0.02283000946044922 || Total time:28.903707265853882 Iteration: 196 || Clusters count: 20 || Log posterior: -254772.58187188226 || Iter Time:0.02302694320678711 || Total time:28.92673420906067 Iteration: 197 || Clusters count: 20 || Log posterior: -254774.45814828324 || Iter Time:0.0268399715423584 || Total time:28.953574180603027 Iteration: 198 || Clusters count: 20 || Log posterior: -254775.16048850596 || Iter Time:0.021656036376953125 || Total time:28.97523021697998 Iteration: 199 || Clusters count: 20 || Log posterior: -254770.16362031028 || Iter Time:0.022008180618286133 || Total time:28.997238397598267 Iteration: 200 || Clusters count: 20 || Log posterior: -254774.83102677442 || Iter Time:0.026319026947021484 || Total time:29.023557424545288 Iteration: 201 || Clusters count: 20 || Log posterior: -254780.7301497737 || Iter Time:0.022536039352416992 || Total time:29.046093463897705 Iteration: 202 || Clusters count: 20 || Log posterior: -254775.43723633647 || Iter Time:0.022436857223510742 || Total time:29.068530321121216 Iteration: 203 || Clusters count: 20 || Log posterior: -254767.63303510944 || Iter Time:0.02745199203491211 || Total time:29.095982313156128 Iteration: 204 || Clusters count: 20 || Log posterior: -254767.63303510944 || Iter Time:0.027079105377197266 || Total time:29.123061418533325 Iteration: 205 || Clusters count: 20 || Log posterior: -254770.95780979504 || Iter Time:0.03143501281738281 || Total time:29.154496431350708 Iteration: 206 || Clusters count: 20 || Log posterior: -254777.16748086605 || Iter Time:0.02692103385925293 || Total time:29.18141746520996 Iteration: 207 || Clusters count: 20 || Log posterior: -254773.95127524005 || Iter Time:0.02701711654663086 || Total time:29.208434581756592 Iteration: 208 || Clusters count: 20 || Log posterior: -254767.75845055527 || Iter Time:0.03189492225646973 || Total time:29.24032950401306 Iteration: 209 || Clusters count: 20 || Log posterior: -254767.75845055527 || Iter Time:0.025619983673095703 || Total time:29.265949487686157 NMI: 0.8082859900230008 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m29.4s [18308, 92327, 31288, 41300, 12521, 55735, 113565, 78993, 34132, 23602, 61006, 10969, 118891, 51194, 32586, 25551, 44724, 115790, 29855, 7663] Loading and distributing data: 0.000323 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6712.788869941191 || Iter Time:4.821234941482544 || Total time:4.821234941482544 Iteration: 1 || Clusters count: 1 || Log posterior: -6712.788869941191 || Iter Time:0.0024199485778808594 || Total time:4.823654890060425 Iteration: 2 || Clusters count: 1 || Log posterior: -6712.788869941191 || Iter Time:0.0018310546875 || Total time:4.825485944747925 Iteration: 3 || Clusters count: 1 || Log posterior: -6712.788869941191 || Iter Time:0.00179290771484375 || Total time:4.8272788524627686 Iteration: 4 || Clusters count: 1 || Log posterior: -6712.788869941191 || Iter Time:0.0016679763793945312 || Total time:4.828946828842163 Iteration: 5 || Clusters count: 1 || Log posterior: -6712.788869941191 || Iter Time:0.0016360282897949219 || Total time:4.830582857131958 Iteration: 6 || Clusters count: 1 || Log posterior: -6712.788869941191 || Iter Time:0.0016319751739501953 || Total time:4.832214832305908 Iteration: 7 || Clusters count: 1 || Log posterior: -6712.788869941191 || Iter Time:0.0017158985137939453 || Total time:4.833930730819702 Iteration: 8 || Clusters count: 2 || Log posterior: -6597.952675683825 || Iter Time:0.15532994270324707 || Total time:4.989260673522949 Iteration: 9 || Clusters count: 2 || Log posterior: -6631.908323460396 || Iter Time:0.0022351741790771484 || Total time:4.991495847702026 Iteration: 10 || Clusters count: 2 || Log posterior: -6640.787775799778 || Iter Time:0.002079010009765625 || Total time:4.993574857711792 Iteration: 11 || Clusters count: 2 || Log posterior: -6648.398721675116 || Iter Time:0.0019979476928710938 || Total time:4.995572805404663 Iteration: 12 || Clusters count: 2 || Log posterior: -6634.911643277741 || Iter Time:0.002147197723388672 || Total time:4.997720003128052 Iteration: 13 || Clusters count: 2 || Log posterior: -6652.043926871441 || Iter Time:0.0019049644470214844 || Total time:4.999624967575073 Iteration: 14 || Clusters count: 2 || Log posterior: -6646.177087659086 || Iter Time:0.001878976821899414 || Total time:5.001503944396973 Iteration: 15 || Clusters count: 2 || Log posterior: -6624.99321128619 || Iter Time:0.001837015151977539 || Total time:5.00334095954895 Iteration: 16 || Clusters count: 2 || Log posterior: -6631.6618679594685 || Iter Time:0.0019719600677490234 || Total time:5.005312919616699 Iteration: 17 || Clusters count: 2 || Log posterior: -6659.05540317128 || Iter Time:0.002068042755126953 || Total time:5.007380962371826 Iteration: 18 || Clusters count: 3 || Log posterior: -6355.129444814369 || Iter Time:0.004363059997558594 || Total time:5.011744022369385 Iteration: 19 || Clusters count: 3 || Log posterior: -6378.964954402706 || Iter Time:0.002543926239013672 || Total time:5.014287948608398 Iteration: 20 || Clusters count: 4 || Log posterior: -6315.475751808924 || Iter Time:0.004506111145019531 || Total time:5.018794059753418 Iteration: 21 || Clusters count: 4 || Log posterior: -6296.471024522331 || Iter Time:0.0029070377349853516 || Total time:5.021701097488403 Iteration: 22 || Clusters count: 4 || Log posterior: -6255.0413175362155 || 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Total time:5.044762134552002 Iteration: 30 || Clusters count: 4 || Log posterior: -6020.230255960041 || Iter Time:1.2566790580749512 || Total time:6.301441192626953 false [4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 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, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 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, 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] Loading and distributing data: 0.000264 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 6 || Log posterior: -5910.959297149735 || Iter Time:0.030610084533691406 || Total time:6.3320512771606445 Iteration: 32 || Clusters count: 6 || Log posterior: -5738.89345592802 || Iter Time:0.5717439651489258 || Total time:6.90379524230957 Loading and distributing data: 0.000133 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 6 || Log posterior: -4988.20582714296 || Iter Time:0.003673076629638672 || Total time:6.907468318939209 Iteration: 34 || Clusters count: 6 || Log posterior: -4847.5939056281295 || Iter Time:0.005960941314697266 || Total time:6.913429260253906 Loading and distributing data: 0.000136 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 6 || Log posterior: -4659.160772367099 || Iter Time:0.0037310123443603516 || Total time:6.917160272598267 Iteration: 36 || Clusters count: 6 || Log posterior: -4489.6957861234105 || Iter Time:0.00627899169921875 || Total time:6.923439264297485 Loading and distributing data: 0.000136 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 6 || Log posterior: -4484.552154934473 || Iter Time:0.004112958908081055 || Total time:6.927552223205566 Iteration: 38 || Clusters count: 6 || Log posterior: -4351.782069438967 || Iter Time:0.006418943405151367 || Total time:6.933971166610718 Loading and distributing data: 0.000138 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 6 || Log posterior: -4455.124856746282 || Iter Time:0.0038890838623046875 || Total time:6.9378602504730225 Iteration: 40 || Clusters count: 6 || Log posterior: -4349.250003662464 || Iter Time:0.006256818771362305 || Total time:6.944117069244385 Loading and distributing data: 0.000130 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 6 || Log posterior: -4418.474483874939 || Iter Time:0.0041959285736083984 || Total time:6.948312997817993 Iteration: 42 || Clusters count: 6 || Log posterior: -4318.581282151731 || Iter Time:0.006189107894897461 || Total time:6.954502105712891 Loading and distributing data: 0.000129 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 6 || Log posterior: -4337.4667316063005 || Iter Time:0.004235029220581055 || Total time:6.958737134933472 Iteration: 44 || Clusters count: 6 || Log posterior: -4293.337892773449 || Iter Time:0.0063021183013916016 || Total time:6.965039253234863 Loading and distributing data: 0.000145 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 6 || Log posterior: -4357.1132969429145 || Iter Time:0.0045359134674072266 || Total time:6.9695751667022705 Iteration: 46 || Clusters count: 6 || Log posterior: -4298.40414647652 || Iter Time:0.007160186767578125 || Total time:6.976735353469849 Loading and distributing data: 0.000129 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 6 || Log posterior: -4311.38060828978 || Iter Time:0.005585908889770508 || Total time:6.982321262359619 Iteration: 48 || Clusters count: 6 || Log posterior: -4274.56028291494 || Iter Time:0.0080718994140625 || Total time:6.990393161773682 Loading and distributing data: 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Iteration: 277 || Clusters count: 13 || Log posterior: -3779.466545560002 || Iter Time:0.011947870254516602 || Total time:10.024200201034546 Iteration: 278 || Clusters count: 13 || Log posterior: -3732.7499673604257 || Iter Time:0.01680898666381836 || Total time:10.041009187698364 Loading and distributing data: 0.000125 seconds (128 allocations: 13.180 KiB) Iteration: 279 || Clusters count: 13 || Log posterior: -3720.818300740744 || Iter Time:0.012835025787353516 || Total time:10.053844213485718 Iteration: 280 || Clusters count: 13 || Log posterior: -3675.3529677431648 || Iter Time:0.016241073608398438 || Total time:10.070085287094116 Loading and distributing data: 0.000129 seconds (128 allocations: 13.180 KiB) Iteration: 281 || Clusters count: 13 || Log posterior: -3727.60458671672 || Iter Time:0.012755870819091797 || Total time:10.082841157913208 Iteration: 282 || Clusters count: 13 || Log posterior: -3679.416556111508 || Iter Time:0.017089128494262695 || Total time:10.09993028640747 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Iteration: 349 || Clusters count: 13 || Log posterior: -3768.956713075901 || Iter Time:0.013586044311523438 || Total time:11.133756399154663 Iteration: 350 || Clusters count: 13 || Log posterior: -3708.9453510756653 || Iter Time:0.016279935836791992 || Total time:11.150036334991455 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 351 || Clusters count: 13 || Log posterior: -3759.8527546784426 || Iter Time:0.011535882949829102 || Total time:11.161572217941284 Iteration: 352 || Clusters count: 13 || Log posterior: -3719.76340277844 || Iter Time:0.016308069229125977 || Total time:11.17788028717041 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 353 || Clusters count: 13 || Log posterior: -3754.8595110108 || Iter Time:0.030651092529296875 || Total time:11.208531379699707 Iteration: 354 || Clusters count: 13 || Log posterior: -3717.8626017148017 || Iter Time:0.016826152801513672 || Total time:11.22535753250122 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Iteration: 421 || Clusters count: 13 || Log posterior: -3780.7592365393825 || Iter Time:0.012603998184204102 || Total time:12.257642269134521 Iteration: 422 || Clusters count: 13 || Log posterior: -3722.4232900696834 || Iter Time:0.017138004302978516 || Total time:12.2747802734375 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 423 || Clusters count: 13 || Log posterior: -3797.090571675652 || Iter Time:0.01298213005065918 || Total time:12.28776240348816 Iteration: 424 || Clusters count: 13 || Log posterior: -3746.4846138201883 || Iter Time:0.016581058502197266 || Total time:12.304343461990356 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 425 || Clusters count: 13 || Log posterior: -3794.588689924943 || Iter Time:0.013092994689941406 || Total time:12.317436456680298 Iteration: 426 || Clusters count: 13 || Log posterior: -3740.816970469179 || Iter Time:0.01720714569091797 || Total time:12.334643602371216 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Iteration: 493 || Clusters count: 13 || Log posterior: -3759.726909764566 || Iter Time:0.012207984924316406 || Total time:13.39191222190857 Iteration: 494 || Clusters count: 13 || Log posterior: -3728.3894564694424 || Iter Time:0.01681685447692871 || Total time:13.408729076385498 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 495 || Clusters count: 13 || Log posterior: -3812.8889049462828 || Iter Time:0.01116800308227539 || Total time:13.419897079467773 Iteration: 496 || Clusters count: 13 || Log posterior: -3779.9374034977677 || Iter Time:0.015961170196533203 || Total time:13.435858249664307 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 497 || Clusters count: 13 || Log posterior: -3787.5997309713475 || Iter Time:0.011478185653686523 || Total time:13.447336435317993 Iteration: 498 || Clusters count: 13 || Log posterior: -3738.0312666627324 || Iter Time:0.02924799919128418 || Total 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Iteration: 537 || Clusters count: 13 || Log posterior: -3729.2858116835428 || Iter Time:0.012974023818969727 || Total time:14.071542501449585 Iteration: 538 || Clusters count: 13 || Log posterior: -3688.2201736299176 || Iter Time:0.01691889762878418 || Total time:14.08846139907837 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 539 || Clusters count: 13 || Log posterior: -3754.9880130887414 || Iter Time:0.011970043182373047 || Total time:14.100431442260742 Iteration: 540 || Clusters count: 13 || Log posterior: -3716.9639401911872 || Iter Time:0.0162811279296875 || Total time:14.11671257019043 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 541 || Clusters count: 13 || Log posterior: -3776.2104465912967 || Iter Time:0.012009143829345703 || Total time:14.128721714019775 Iteration: 542 || Clusters count: 13 || Log posterior: -3730.368561468442 || Iter Time:0.017030000686645508 || Total 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Iteration: 559 || Clusters count: 13 || Log posterior: -3790.13242190799 || Iter Time:0.012532949447631836 || Total time:14.411187410354614 Iteration: 560 || Clusters count: 13 || Log posterior: -3719.1625167424013 || Iter Time:0.016391992568969727 || Total time:14.427579402923584 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 561 || Clusters count: 13 || Log posterior: -3803.8856269550943 || Iter Time:0.011788129806518555 || Total time:14.439367532730103 Iteration: 562 || Clusters count: 13 || Log posterior: -3743.1824074120404 || Iter Time:0.01595783233642578 || Total time:14.455325365066528 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 563 || Clusters count: 13 || Log posterior: -3825.451857984326 || Iter Time:0.012269020080566406 || Total time:14.467594385147095 Iteration: 564 || Clusters count: 13 || Log posterior: -3764.471419953631 || Iter Time:0.016748905181884766 || Total 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Iteration: 1557 || Clusters count: 14 || Log posterior: -3845.303402960372 || Iter Time:0.01481008529663086 || Total time:31.275772094726562 Iteration: 1558 || Clusters count: 14 || Log posterior: -3790.854954492709 || Iter Time:0.01872992515563965 || Total time:31.294502019882202 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1559 || Clusters count: 14 || Log posterior: -3830.643835104427 || Iter Time:0.014780998229980469 || Total time:31.309283018112183 Iteration: 1560 || Clusters count: 14 || Log posterior: -3785.8200165051835 || Iter Time:0.01854085922241211 || Total time:31.327823877334595 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1561 || Clusters count: 14 || Log posterior: -3817.8311835030468 || Iter Time:0.015051126480102539 || Total time:31.342875003814697 Iteration: 1562 || Clusters count: 14 || Log posterior: -3762.6824483803325 || Iter Time:0.01941394805908203 || Total 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Iteration: 1711 || Clusters count: 14 || Log posterior: -3757.381453828656 || Iter Time:0.013577938079833984 || Total time:33.91461896896362 Iteration: 1712 || Clusters count: 14 || Log posterior: -3700.972873791997 || Iter Time:0.01841902732849121 || Total time:33.933037996292114 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1713 || Clusters count: 14 || Log posterior: -3780.123300576598 || Iter Time:0.014414072036743164 || Total time:33.94745206832886 Iteration: 1714 || Clusters count: 14 || Log posterior: -3745.5099795516 || Iter Time:0.0184171199798584 || Total time:33.965869188308716 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1715 || Clusters count: 14 || Log posterior: -3807.165819946885 || Iter Time:0.014207124710083008 || Total time:33.9800763130188 Iteration: 1716 || Clusters count: 14 || Log posterior: -3746.544231232524 || Iter Time:0.01846599578857422 || Total time:33.99854230880737 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Time:0.015053033828735352 || Total time:35.847124338150024 Iteration: 1822 || Clusters count: 14 || Log posterior: -3714.0429016513767 || Iter Time:0.020039081573486328 || Total time:35.86716341972351 Loading and distributing data: 0.000161 seconds (129 allocations: 13.195 KiB) Iteration: 1823 || Clusters count: 14 || Log posterior: -3745.3490692453815 || Iter Time:0.015311002731323242 || Total time:35.882474422454834 Iteration: 1824 || Clusters count: 14 || Log posterior: -3712.0492871445203 || Iter Time:0.019253015518188477 || Total time:35.90172743797302 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1825 || Clusters count: 14 || Log posterior: -3832.9143428709876 || Iter Time:0.014461040496826172 || Total time:35.91618847846985 Iteration: 1826 || Clusters count: 14 || Log posterior: -3763.979990227418 || Iter Time:0.019805908203125 || Total time:35.935994386672974 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1827 || Clusters count: 14 || Log posterior: -3823.7902282098626 || Iter Time:0.015429019927978516 || Total time:35.95142340660095 Iteration: 1828 || Clusters count: 14 || Log posterior: -3759.7927208994597 || Iter Time:0.019449949264526367 || Total time:35.97087335586548 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1829 || Clusters count: 14 || Log posterior: -3829.4561265571087 || Iter Time:0.014776945114135742 || Total time:35.985650300979614 Iteration: 1830 || Clusters count: 14 || Log posterior: -3754.5796148200357 || Iter Time:0.018782854080200195 || Total time:36.004433155059814 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1831 || Clusters count: 14 || Log posterior: -3815.973809912774 || Iter Time:0.013911008834838867 || Total time:36.01834416389465 Iteration: 1832 || Clusters count: 14 || Log posterior: -3758.320728415243 || Iter Time:0.018500089645385742 || Total 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|| Log posterior: -3753.391029285737 || Iter Time:0.019101858139038086 || Total time:36.14438486099243 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 14 || Log posterior: -3810.5963719835513 || Iter Time:0.01558685302734375 || Total time:36.159971714019775 Iteration: 1840 || Clusters count: 14 || Log posterior: -3749.805753848458 || Iter Time:0.019079923629760742 || Total time:36.179051637649536 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 14 || Log posterior: -3825.6864511322715 || Iter Time:0.015228986740112305 || Total time:36.19428062438965 Iteration: 1842 || Clusters count: 14 || Log posterior: -3761.0490955050514 || Iter Time:0.018985986709594727 || Total time:36.21326661109924 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 14 || Log posterior: -3805.020407325669 || Iter 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Iteration: 1849 || Clusters count: 14 || Log posterior: -3789.740849102228 || Iter Time:0.014857053756713867 || Total time:36.36622977256775 Iteration: 1850 || Clusters count: 14 || Log posterior: -3723.4607031018245 || Iter Time:0.018858909606933594 || Total time:36.38508868217468 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 14 || Log posterior: -3828.696128209255 || Iter Time:0.015243053436279297 || Total time:36.40033173561096 Iteration: 1852 || Clusters count: 14 || Log posterior: -3732.86481260713 || Iter Time:0.018999099731445312 || Total time:36.41933083534241 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 14 || Log posterior: -3779.494083864211 || Iter Time:0.015424966812133789 || Total time:36.43475580215454 Iteration: 1854 || Clusters count: 14 || Log posterior: -3732.907869322918 || Iter Time:0.021502971649169922 || Total 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14 || Log posterior: -3740.3734599197696 || Iter Time:0.018187999725341797 || Total time:36.56154274940491 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 14 || Log posterior: -3736.9057558236145 || Iter Time:0.01334691047668457 || Total time:36.57488965988159 Iteration: 1862 || Clusters count: 14 || Log posterior: -3705.511374832002 || Iter Time:0.01823282241821289 || Total time:36.593122482299805 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 14 || Log posterior: -3820.746265998143 || Iter Time:0.013286828994750977 || Total time:36.606409311294556 Iteration: 1864 || Clusters count: 14 || Log posterior: -3773.449122087646 || Iter Time:0.01810598373413086 || Total time:36.62451529502869 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 14 || Log posterior: -3879.0818923612933 || Iter 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KiB) Iteration: 1871 || Clusters count: 14 || Log posterior: -3823.8083098143065 || Iter Time:0.014857053756713867 || Total time:36.73578453063965 Iteration: 1872 || Clusters count: 14 || Log posterior: -3778.2709314699864 || Iter Time:0.018043041229248047 || Total time:36.7538275718689 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 14 || Log posterior: -3817.573605224232 || Iter Time:0.014044046401977539 || Total time:36.767871618270874 Iteration: 1874 || Clusters count: 14 || Log posterior: -3762.402868341348 || Iter Time:0.018548011779785156 || Total time:36.78641963005066 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 14 || Log posterior: -3792.28341680606 || Iter Time:0.013422012329101562 || Total time:36.79984164237976 Iteration: 1876 || Clusters count: 14 || Log posterior: -3730.195171872192 || Iter Time:0.019941091537475586 || Total time:36.819782733917236 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 14 || Log posterior: -3761.5643470670384 || Iter Time:0.015546083450317383 || Total time:36.835328817367554 Iteration: 1878 || Clusters count: 14 || Log posterior: -3709.067994000702 || Iter Time:0.0430600643157959 || Total time:36.87838888168335 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 14 || Log posterior: -3794.4036840561885 || Iter Time:0.016880035400390625 || Total time:36.89526891708374 Iteration: 1880 || Clusters count: 14 || Log posterior: -3729.6847351787183 || Iter Time:0.018290996551513672 || Total time:36.913559913635254 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 14 || Log posterior: -3730.4804094173996 || Iter Time:0.014328956604003906 || Total time:36.92788887023926 Iteration: 1882 || Clusters count: 14 || Log posterior: -3693.7778169549792 || Iter Time:0.018532991409301758 || Total time:36.94642186164856 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 14 || Log posterior: -3723.4701923630655 || Iter Time:0.013669013977050781 || Total time:36.96009087562561 Iteration: 1884 || Clusters count: 14 || Log posterior: -3687.3478458462378 || Iter Time:0.019164085388183594 || Total time:36.979254961013794 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 14 || Log posterior: -3747.23277760194 || Iter Time:0.014999866485595703 || Total time:36.99425482749939 Iteration: 1886 || Clusters count: 14 || Log posterior: -3701.861117459063 || Iter Time:0.01933884620666504 || Total time:37.013593673706055 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 14 || Log posterior: -3814.7520169036375 || Iter Time:0.014955997467041016 || Total time:37.028549671173096 Iteration: 1888 || Clusters count: 14 || Log posterior: -3742.0010205565877 || Iter Time:0.020483016967773438 || Total time:37.04903268814087 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 14 || Log posterior: -3790.7652703274453 || Iter Time:0.015089035034179688 || Total time:37.06412172317505 Iteration: 1890 || Clusters count: 14 || Log posterior: -3727.543343940687 || Iter Time:0.01907491683959961 || Total time:37.08319664001465 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 14 || Log posterior: -3789.8080276352007 || Iter Time:0.014287948608398438 || Total time:37.09748458862305 Iteration: 1892 || Clusters count: 14 || Log posterior: -3714.5665744442335 || Iter Time:0.018841981887817383 || Total time:37.116326570510864 Loading and distributing data: 0.000216 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 14 || Log posterior: -3786.565160560748 || Iter Time:0.01441502571105957 || Total time:37.130741596221924 Iteration: 1894 || Clusters count: 14 || Log posterior: -3702.0077494093184 || Iter Time:0.01900196075439453 || Total time:37.14974355697632 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 14 || Log posterior: -3785.974889269557 || Iter Time:0.014593839645385742 || Total time:37.164337396621704 Iteration: 1896 || Clusters count: 14 || Log posterior: -3728.05067909349 || Iter Time:0.0186460018157959 || Total time:37.1829833984375 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 14 || Log posterior: -3759.115130064112 || Iter Time:0.014899015426635742 || Total time:37.197882413864136 Iteration: 1898 || Clusters count: 14 || Log posterior: -3695.238120288392 || Iter Time:0.019578933715820312 || Total time:37.217461347579956 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 14 || Log posterior: -3751.1455577158945 || Iter Time:0.014822006225585938 || Total time:37.23228335380554 Iteration: 1900 || Clusters count: 14 || Log posterior: -3696.1253778327764 || Iter Time:0.01978898048400879 || Total time:37.25207233428955 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 14 || Log posterior: -3767.4517295927913 || Iter Time:0.014939069747924805 || Total time:37.267011404037476 Iteration: 1902 || Clusters count: 14 || Log posterior: -3705.6461687540022 || Iter Time:0.01886296272277832 || Total time:37.285874366760254 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 14 || Log posterior: -3744.391638526106 || Iter Time:0.015002965927124023 || Total time:37.30087733268738 Iteration: 1904 || Clusters count: 14 || Log posterior: -3694.316355823111 || Iter Time:0.019542932510375977 || Total time:37.320420265197754 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 14 || Log posterior: -3810.8200402756165 || Iter Time:0.016813039779663086 || Total time:37.33723330497742 Iteration: 1906 || Clusters count: 14 || Log posterior: -3751.297892238849 || Iter Time:0.019598960876464844 || Total time:37.35683226585388 Loading and distributing data: 0.000164 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 14 || Log posterior: -3818.4868613908197 || Iter Time:0.01453089714050293 || Total time:37.371363162994385 Iteration: 1908 || Clusters count: 14 || Log posterior: -3768.5896662360515 || Iter Time:0.020083904266357422 || Total time:37.39144706726074 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 14 || Log posterior: -3826.125153836024 || Iter Time:0.015238046646118164 || Total time:37.40668511390686 Iteration: 1910 || Clusters count: 14 || Log posterior: -3775.8755538851833 || Iter Time:0.019639015197753906 || Total time:37.426324129104614 Loading and distributing data: 0.000170 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 14 || Log posterior: -3793.130128936804 || Iter Time:0.03862786293029785 || Total time:37.46495199203491 Iteration: 1912 || Clusters count: 14 || Log posterior: -3726.331972619514 || Iter Time:0.0191500186920166 || Total time:37.48410201072693 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 14 || Log posterior: -3782.550537825648 || Iter Time:0.014764785766601562 || Total time:37.49886679649353 Iteration: 1914 || Clusters count: 14 || Log posterior: -3701.50588552105 || Iter Time:0.018851041793823242 || Total time:37.51771783828735 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 14 || Log posterior: -3759.960423659165 || Iter Time:0.014133930206298828 || Total time:37.53185176849365 Iteration: 1916 || Clusters count: 14 || Log posterior: -3714.359010073483 || Iter Time:0.019103050231933594 || Total time:37.550954818725586 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 14 || Log posterior: -3803.6497849591397 || Iter Time:0.014961004257202148 || Total time:37.56591582298279 Iteration: 1918 || Clusters count: 14 || Log posterior: -3746.1877598276724 || Iter Time:0.018709897994995117 || Total time:37.58462572097778 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 14 || Log posterior: -3808.04839417751 || Iter Time:0.014093875885009766 || Total time:37.59871959686279 Iteration: 1920 || Clusters count: 14 || Log posterior: -3745.353685470845 || Iter Time:0.018903017044067383 || Total time:37.61762261390686 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 14 || Log posterior: -3795.3862158190746 || Iter Time:0.015027046203613281 || Total time:37.632649660110474 Iteration: 1922 || Clusters count: 14 || Log posterior: -3728.0284859323483 || Iter Time:0.01881885528564453 || Total time:37.65146851539612 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 14 || Log posterior: -3791.2699951033155 || Iter Time:0.015371084213256836 || Total time:37.666839599609375 Iteration: 1924 || Clusters count: 14 || Log posterior: -3741.090217931378 || Iter Time:0.019433975219726562 || Total time:37.6862735748291 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 14 || Log posterior: -3756.5866519262668 || Iter Time:0.014177799224853516 || Total time:37.700451374053955 Iteration: 1926 || Clusters count: 14 || Log posterior: -3704.956096750274 || Iter Time:0.01848602294921875 || Total time:37.718937397003174 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 14 || Log posterior: -3736.2644701455138 || Iter Time:0.013888835906982422 || Total time:37.732826232910156 Iteration: 1928 || Clusters count: 14 || Log posterior: -3689.9276284557773 || Iter Time:0.019366025924682617 || Total time:37.75219225883484 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 14 || Log posterior: -3734.56157674665 || Iter Time:0.014669179916381836 || Total time:37.76686143875122 Iteration: 1930 || Clusters count: 14 || Log posterior: -3705.094681321278 || Iter Time:0.018889188766479492 || Total time:37.7857506275177 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 14 || Log posterior: -3767.8161482914857 || Iter Time:0.015963077545166016 || Total time:37.801713705062866 Iteration: 1932 || Clusters count: 14 || Log posterior: -3726.226909594521 || Iter Time:0.01935291290283203 || Total time:37.8210666179657 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 14 || Log posterior: -3711.4202919107365 || Iter Time:0.014430046081542969 || Total time:37.83549666404724 Iteration: 1934 || Clusters count: 14 || Log posterior: -3691.9381525308263 || Iter Time:0.019804000854492188 || Total time:37.85530066490173 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 14 || Log posterior: -3781.779220514703 || Iter Time:0.01533198356628418 || Total time:37.87063264846802 Iteration: 1936 || Clusters count: 14 || Log posterior: -3714.285246466735 || Iter Time:0.019465923309326172 || Total time:37.890098571777344 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 14 || Log posterior: -3782.850141371971 || Iter Time:0.014729976654052734 || Total time:37.9048285484314 Iteration: 1938 || Clusters count: 14 || Log posterior: -3724.417964906024 || Iter Time:0.01881694793701172 || Total time:37.92364549636841 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 14 || Log posterior: -3763.6762908333503 || Iter Time:0.014095067977905273 || Total time:37.93774056434631 Iteration: 1940 || Clusters count: 14 || Log posterior: -3706.5786447447013 || Iter Time:0.01874995231628418 || Total time:37.9564905166626 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 14 || Log posterior: -3823.6710548824312 || Iter Time:0.01500391960144043 || Total time:37.97149443626404 Iteration: 1942 || Clusters count: 14 || Log posterior: -3764.598065451031 || Iter Time:0.019160985946655273 || Total time:37.99065542221069 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 14 || Log posterior: -3826.077545792864 || Iter Time:0.015054941177368164 || Total time:38.00571036338806 Iteration: 1944 || Clusters count: 14 || Log posterior: -3779.9378158791187 || Iter Time:0.042814016342163086 || Total time:38.048524379730225 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 14 || Log posterior: -3773.170319291937 || Iter Time:0.014121055603027344 || Total time:38.06264543533325 Iteration: 1946 || Clusters count: 14 || Log posterior: -3717.6459601421084 || Iter Time:0.01872396469116211 || Total time:38.081369400024414 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 14 || Log posterior: -3770.385990131538 || Iter Time:0.014778852462768555 || Total time:38.09614825248718 Iteration: 1948 || Clusters count: 14 || Log posterior: -3714.625925379737 || Iter Time:0.019469022750854492 || Total time:38.11561727523804 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 14 || Log posterior: -3793.9791818765716 || Iter Time:0.014291048049926758 || Total time:38.129908323287964 Iteration: 1950 || Clusters count: 14 || Log posterior: -3745.5892605052873 || Iter Time:0.01916217803955078 || Total time:38.149070501327515 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 14 || Log posterior: -3798.306766461979 || Iter Time:0.016303062438964844 || Total time:38.16537356376648 Iteration: 1952 || Clusters count: 14 || Log posterior: -3729.248556791486 || Iter Time:0.020668983459472656 || Total time:38.18604254722595 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 14 || Log posterior: -3759.0297894723353 || Iter Time:0.014203071594238281 || Total time:38.20024561882019 Iteration: 1954 || Clusters count: 14 || Log posterior: -3713.7612955751915 || Iter Time:0.019145965576171875 || Total time:38.21939158439636 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 14 || Log posterior: -3770.2097696760266 || Iter Time:0.013704776763916016 || Total time:38.23309636116028 Iteration: 1956 || Clusters count: 14 || Log posterior: -3719.3161569394088 || Iter Time:0.018458843231201172 || Total time:38.25155520439148 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 14 || Log posterior: -3773.4214028857195 || Iter Time:0.014024019241333008 || Total time:38.26557922363281 Iteration: 1958 || Clusters count: 14 || Log posterior: -3725.0779546918143 || Iter Time:0.018835067749023438 || Total time:38.284414291381836 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 14 || Log posterior: -3804.409777851712 || Iter Time:0.0158541202545166 || Total time:38.30026841163635 Iteration: 1960 || Clusters count: 14 || Log posterior: -3729.9631502416473 || Iter Time:0.019191980361938477 || Total time:38.31946039199829 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 14 || Log posterior: -3794.5847789107397 || Iter Time:0.014428853988647461 || Total time:38.33388924598694 Iteration: 1962 || Clusters count: 14 || Log posterior: -3759.1305515426648 || Iter Time:0.020015954971313477 || Total time:38.35390520095825 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 14 || Log posterior: -3880.36190189513 || Iter Time:0.016052961349487305 || Total time:38.36995816230774 Iteration: 1964 || Clusters count: 14 || Log posterior: -3804.4953495559052 || Iter Time:0.020889997482299805 || Total time:38.39084815979004 Loading and distributing data: 0.000162 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 14 || Log posterior: -3812.1569584390086 || Iter Time:0.01649308204650879 || Total time:38.40734124183655 Iteration: 1966 || Clusters count: 14 || Log posterior: -3762.9937153531064 || Iter Time:0.02032303810119629 || Total time:38.427664279937744 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 14 || Log posterior: -3821.5745670920755 || Iter Time:0.014930009841918945 || Total time:38.44259428977966 Iteration: 1968 || Clusters count: 14 || Log posterior: -3757.3253567447982 || Iter Time:0.019490957260131836 || Total time:38.462085247039795 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 14 || Log posterior: -3817.9400863078613 || Iter Time:0.014452934265136719 || Total time:38.47653818130493 Iteration: 1970 || Clusters count: 14 || Log posterior: -3763.963085261096 || Iter Time:0.01910686492919922 || Total time:38.49564504623413 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 14 || Log posterior: -3769.4872013417976 || Iter Time:0.015133142471313477 || Total time:38.510778188705444 Iteration: 1972 || Clusters count: 14 || Log posterior: -3711.457824515751 || Iter Time:0.01890397071838379 || Total time:38.52968215942383 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 14 || Log posterior: -3781.052834168792 || Iter Time:0.014676094055175781 || Total time:38.544358253479004 Iteration: 1974 || Clusters count: 14 || Log posterior: -3721.9277928906413 || Iter Time:0.019703149795532227 || Total time:38.564061403274536 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 14 || Log posterior: -3733.238767217158 || Iter Time:0.015535116195678711 || Total time:38.579596519470215 Iteration: 1976 || Clusters count: 14 || Log posterior: -3677.8986227019577 || Iter Time:0.044354915618896484 || Total time:38.62395143508911 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 14 || Log posterior: -3757.2176755405044 || Iter Time:0.014312028884887695 || Total time:38.638263463974 Iteration: 1978 || Clusters count: 14 || Log posterior: -3702.897356338622 || Iter Time:0.019115924835205078 || Total time:38.657379388809204 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 14 || Log posterior: -3829.0917291138603 || Iter Time:0.014818906784057617 || Total time:38.67219829559326 Iteration: 1980 || Clusters count: 14 || Log posterior: -3784.3178063175083 || Iter Time:0.018372058868408203 || Total time:38.69057035446167 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 14 || Log posterior: -3815.832694580874 || Iter Time:0.014142036437988281 || Total time:38.70471239089966 Iteration: 1982 || Clusters count: 14 || Log posterior: -3766.137875335719 || Iter Time:0.018782854080200195 || Total time:38.72349524497986 Loading and distributing data: 0.000158 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 14 || Log posterior: -3796.5780225113676 || Iter Time:0.01563096046447754 || Total time:38.739126205444336 Iteration: 1984 || Clusters count: 14 || Log posterior: -3742.535655138268 || Iter Time:0.018661975860595703 || Total time:38.75778818130493 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 14 || Log posterior: -3790.181636017015 || Iter Time:0.013704061508178711 || Total time:38.77149224281311 Iteration: 1986 || Clusters count: 14 || Log posterior: -3738.3946555074704 || Iter Time:0.01868605613708496 || Total time:38.790178298950195 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 14 || Log posterior: -3760.2500449709805 || Iter Time:0.013991117477416992 || Total time:38.80416941642761 Iteration: 1988 || Clusters count: 14 || Log posterior: -3713.9492610717625 || Iter Time:0.018650054931640625 || Total time:38.82281947135925 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 14 || Log posterior: -3785.2611988980316 || Iter Time:0.015176057815551758 || Total time:38.837995529174805 Iteration: 1990 || Clusters count: 14 || Log posterior: -3735.7554573448388 || Iter Time:0.019694089889526367 || Total time:38.85768961906433 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 14 || Log posterior: -3754.1399587877354 || Iter Time:0.013937950134277344 || Total time:38.87162756919861 Iteration: 1992 || Clusters count: 14 || Log posterior: -3699.7879820898283 || Iter Time:0.01825714111328125 || Total time:38.88988471031189 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 14 || Log posterior: -3816.9037996543107 || Iter Time:0.017353057861328125 || Total time:38.90723776817322 Iteration: 1994 || Clusters count: 14 || Log posterior: -3753.1198174541028 || Iter Time:0.021747827529907227 || Total time:38.928985595703125 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 14 || Log posterior: -3794.8861658211335 || Iter Time:0.015048980712890625 || Total time:38.944034576416016 Iteration: 1996 || Clusters count: 14 || Log posterior: -3730.838753389361 || Iter Time:0.02036309242248535 || Total time:38.9643976688385 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 14 || Log posterior: -3779.9656922419426 || Iter Time:0.015933990478515625 || Total time:38.98033165931702 Iteration: 1998 || Clusters count: 14 || Log posterior: -3717.841573450099 || Iter Time:0.019269943237304688 || Total time:38.99960160255432 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 14 || Log posterior: -3833.8670175163747 || Iter Time:0.014384031295776367 || Total time:39.0139856338501 Iteration: 2000 || Clusters count: 14 || Log posterior: -3754.2630889469974 || Iter Time:0.018455028533935547 || Total time:39.03244066238403 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 14 || Log posterior: -3822.2631234024598 || Iter Time:0.014018058776855469 || Total time:39.04645872116089 Iteration: 2002 || Clusters count: 14 || Log posterior: -3750.380355266432 || Iter Time:0.018069982528686523 || Total time:39.064528703689575 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 14 || Log posterior: -3800.65751199749 || Iter Time:0.014269113540649414 || Total time:39.078797817230225 Iteration: 2004 || Clusters count: 14 || Log posterior: -3747.181814128726 || Iter Time:0.01849198341369629 || Total time:39.09728980064392 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 14 || Log posterior: -3817.5396528559313 || Iter Time:0.013833999633789062 || Total time:39.11112380027771 Iteration: 2006 || Clusters count: 14 || Log posterior: -3766.5647514049547 || Iter Time:0.01886296272277832 || Total time:39.12998676300049 Loading and distributing data: 0.000161 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 14 || Log posterior: -3788.446199096811 || Iter Time:0.014060020446777344 || Total time:39.144046783447266 Iteration: 2008 || Clusters count: 14 || Log posterior: -3742.8528216055493 || Iter Time:0.018934011459350586 || Total time:39.162980794906616 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 14 || Log posterior: -3775.348080683539 || Iter Time:0.03711891174316406 || Total time:39.20009970664978 Iteration: 2010 || Clusters count: 14 || Log posterior: -3729.5907178967145 || Iter Time:0.01897597312927246 || Total time:39.21907567977905 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 14 || Log posterior: -3784.3491134546475 || Iter Time:0.014037847518920898 || Total time:39.233113527297974 Iteration: 2012 || Clusters count: 14 || Log posterior: -3734.8605159478607 || Iter Time:0.0200350284576416 || Total time:39.253148555755615 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 14 || Log posterior: -3779.17424598134 || Iter Time:0.014024972915649414 || Total time:39.267173528671265 Iteration: 2014 || Clusters count: 14 || Log posterior: -3737.437340225598 || Iter Time:0.018771886825561523 || Total time:39.285945415496826 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 14 || Log posterior: -3870.011719633341 || Iter Time:0.013626813888549805 || Total time:39.299572229385376 Iteration: 2016 || Clusters count: 14 || Log posterior: -3800.9496059825556 || Iter Time:0.01811385154724121 || Total time:39.31768608093262 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 14 || Log posterior: -3853.6060003322787 || Iter Time:0.013750076293945312 || Total time:39.33143615722656 Iteration: 2018 || Clusters count: 14 || Log posterior: -3769.2315542722363 || Iter Time:0.018074989318847656 || Total time:39.34951114654541 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 14 || Log posterior: -3793.4459388542746 || Iter Time:0.01501607894897461 || Total time:39.364527225494385 Iteration: 2020 || Clusters count: 14 || Log posterior: -3733.83765600494 || Iter Time:0.01897907257080078 || Total time:39.383506298065186 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 14 || Log posterior: -3766.102848569538 || Iter Time:0.014361143112182617 || Total time:39.39786744117737 Iteration: 2022 || Clusters count: 14 || Log posterior: -3703.5014401824046 || Iter Time:0.017986059188842773 || Total time:39.41585350036621 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 14 || Log posterior: -3747.204535451176 || Iter Time:0.015497922897338867 || Total time:39.43135142326355 Iteration: 2024 || Clusters count: 14 || Log posterior: -3681.6368264643997 || Iter Time:0.019037961959838867 || Total time:39.45038938522339 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 14 || Log posterior: -3770.1691456379667 || Iter Time:0.013898849487304688 || Total time:39.46428823471069 Iteration: 2026 || Clusters count: 14 || Log posterior: -3729.8514719188233 || Iter Time:0.0185239315032959 || Total time:39.48281216621399 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 14 || Log posterior: -3755.0612795289135 || Iter Time:0.013733148574829102 || Total time:39.49654531478882 Iteration: 2028 || Clusters count: 14 || Log posterior: -3711.633288161431 || Iter Time:0.018238067626953125 || Total time:39.51478338241577 Avg NMI: 0.8671465418744218 Full NMI: 0.8407618976790077 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m27.0s Testing DPMMSubClustersStreaming tests passed Testing completed after 203.18s PkgEval succeeded after 363.86s