Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.923 (d2bbd0af86*) started at 2025-07-30T14:33:01.080 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.67s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.2 ⌅ [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 v1.13.0 [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 v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.14 [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 v8.15.0+0 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.7.15 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.1+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 5.22s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 120.02s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_KX2RUV/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_KX2RUV/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.2 ⌅ [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 v1.13.0 [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 v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.14 [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 v8.15.0+0 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.7.15 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.1+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.545700 seconds (1.13 M allocations: 68.322 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233280.56923629093 || Iter Time:17.056929111480713 || Total time:17.056929111480713 Iteration: 1 || Clusters count: 1 || Log posterior: -233280.56923629093 || Iter Time:0.006316184997558594 || Total time:17.06324529647827 Iteration: 2 || Clusters count: 1 || Log posterior: -233280.56923629093 || Iter Time:0.005530118942260742 || Total time:17.068775415420532 Iteration: 3 || Clusters count: 1 || Log posterior: -233280.56923629093 || Iter Time:0.0060291290283203125 || Total time:17.074804544448853 Iteration: 4 || Clusters count: 1 || Log posterior: -233280.56923629093 || Iter Time:0.0058100223541259766 || Total time:17.08061456680298 Iteration: 5 || Clusters count: 1 || Log posterior: -233280.56923629093 || Iter Time:0.0162198543548584 || Total time:17.096834421157837 Iteration: 6 || Clusters count: 1 || Log posterior: -233280.56923629093 || Iter Time:0.005548000335693359 || Total time:17.10238242149353 Iteration: 7 || Clusters count: 1 || Log posterior: -233280.56923629093 || Iter Time:0.005875825881958008 || Total time:17.10825824737549 Iteration: 8 || Clusters count: 1 || Log posterior: -233280.56923629093 || Iter Time:0.005995988845825195 || Total time:17.114254236221313 Iteration: 9 || Clusters count: 1 || Log posterior: -233280.56923629093 || Iter Time:0.005786895751953125 || Total time:17.120041131973267 Iteration: 10 || Clusters count: 1 || Log posterior: -233280.56923629093 || Iter Time:0.0057811737060546875 || Total time:17.12582230567932 Iteration: 11 || Clusters count: 1 || Log posterior: -233280.56923629093 || Iter Time:0.005763053894042969 || Total time:17.131585359573364 Iteration: 12 || Clusters count: 1 || Log posterior: -233280.56923629093 || Iter Time:0.005897045135498047 || Total time:17.137482404708862 Iteration: 13 || Clusters count: 2 || Log posterior: -232954.11745178132 || Iter Time:3.8432328701019287 || Total time:20.98071527481079 Iteration: 14 || Clusters count: 2 || Log posterior: -232954.94567124423 || Iter Time:0.005756855010986328 || Total time:20.986472129821777 Iteration: 15 || Clusters count: 2 || Log posterior: -232929.15807375425 || Iter Time:0.0058040618896484375 || Total time:20.992276191711426 Iteration: 16 || Clusters count: 2 || Log posterior: -232946.67770452253 || Iter Time:0.005733966827392578 || Total time:20.99801015853882 Iteration: 17 || Clusters count: 2 || Log posterior: -232941.30800185743 || Iter Time:0.00539398193359375 || Total time:21.003404140472412 Iteration: 18 || Clusters count: 2 || Log posterior: -232929.14845937927 || Iter Time:0.005445957183837891 || Total time:21.00885009765625 Iteration: 19 || Clusters count: 2 || Log posterior: -232952.9388192017 || Iter Time:0.005541086196899414 || Total time:21.01439118385315 Iteration: 20 || Clusters count: 2 || Log posterior: -232864.10548208913 || Iter Time:3.2953438758850098 || Total time:24.30973505973816 Loading and distributing data: 0.000926 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233047.92967396168 || Iter Time:0.03014683723449707 || Total time:24.339881896972656 Iteration: 22 || Clusters count: 2 || Log posterior: -232978.6497203336 || Iter Time:0.005610942840576172 || Total time:24.345492839813232 Iteration: 23 || Clusters count: 2 || Log posterior: -232947.41545700375 || Iter Time:0.0825810432434082 || Total time:24.42807388305664 Iteration: 24 || Clusters count: 2 || Log posterior: -232976.04264323643 || Iter Time:0.0054209232330322266 || Total time:24.433494806289673 Iteration: 25 || Clusters count: 2 || Log posterior: -232930.6364578604 || Iter Time:0.00546717643737793 || Total time:24.43896198272705 Iteration: 26 || Clusters count: 2 || Log posterior: -232969.28781058523 || Iter Time:0.005383014678955078 || Total time:24.444344997406006 Iteration: 27 || Clusters count: 2 || Log posterior: -232935.04160835283 || Iter Time:0.005473136901855469 || Total time:24.44981813430786 Iteration: 28 || Clusters count: 3 || Log posterior: -232757.63680943125 || Iter Time:0.007342100143432617 || Total time:24.457160234451294 Iteration: 29 || Clusters count: 3 || Log posterior: -232552.04148223193 || Iter Time:0.005906105041503906 || Total time:24.463066339492798 Iteration: 30 || Clusters count: 3 || Log posterior: -232525.21399963496 || Iter Time:0.005815982818603516 || Total time:24.4688823223114 Iteration: 31 || Clusters count: 3 || Log posterior: -232500.17849792883 || Iter Time:0.006001949310302734 || Total time:24.474884271621704 Iteration: 32 || Clusters count: 3 || Log posterior: -232508.94488390634 || Iter Time:0.006105899810791016 || Total time:24.480990171432495 Iteration: 33 || Clusters count: 3 || Log posterior: -232494.5125841871 || Iter Time:0.0057239532470703125 || Total time:24.486714124679565 Iteration: 34 || Clusters count: 3 || Log posterior: -232470.68796004733 || Iter Time:0.005825996398925781 || Total time:24.49254012107849 Iteration: 35 || Clusters count: 3 || Log posterior: -232449.54657536797 || Iter Time:0.005753040313720703 || Total time:24.498293161392212 Iteration: 36 || Clusters count: 3 || Log posterior: -232410.69964334206 || Iter Time:0.005855083465576172 || Total time:24.504148244857788 Iteration: 37 || Clusters count: 3 || Log posterior: -232401.70607302498 || Iter Time:0.0060350894927978516 || Total time:24.510183334350586 Iteration: 38 || Clusters count: 3 || Log posterior: -232360.09551819562 || Iter Time:0.005866050720214844 || Total time:24.5160493850708 Iteration: 39 || Clusters count: 3 || Log posterior: -232379.81578134463 || Iter Time:0.006277799606323242 || Total time:24.522327184677124 Iteration: 40 || Clusters count: 3 || Log posterior: -232378.99889907523 || Iter Time:0.006129026412963867 || Total time:24.528456211090088 Iteration: 41 || Clusters count: 3 || Log posterior: -232312.6817378115 || Iter Time:0.006916046142578125 || Total time:24.535372257232666 Loading and distributing data: 0.000844 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262413.06931501254 || Iter Time:0.0070149898529052734 || Total time:24.54238724708557 Iteration: 43 || Clusters count: 4 || Log posterior: -261687.92387150615 || Iter Time:0.008656978607177734 || Total time:24.55104422569275 Iteration: 44 || Clusters count: 4 || Log posterior: -261638.72378917268 || Iter Time:0.007603883743286133 || Total time:24.558648109436035 Iteration: 45 || Clusters count: 4 || Log posterior: -261643.35171215268 || Iter Time:0.007731199264526367 || Total time:24.56637930870056 Iteration: 46 || Clusters count: 4 || Log posterior: -261629.10419337518 || Iter Time:0.007506847381591797 || Total time:24.573886156082153 Iteration: 47 || Clusters count: 4 || Log posterior: -261629.86630233578 || Iter Time:0.007637977600097656 || Total time:24.58152413368225 Iteration: 48 || Clusters count: 4 || Log posterior: -261653.80988425767 || Iter Time:0.039388179779052734 || Total time:24.620912313461304 Iteration: 49 || Clusters count: 4 || Log posterior: -261667.13935789713 || Iter Time:0.007004976272583008 || Total time:24.627917289733887 Iteration: 50 || Clusters count: 4 || Log posterior: -261639.0421222912 || Iter Time:0.006587982177734375 || Total time:24.63450527191162 Iteration: 51 || Clusters count: 5 || Log posterior: -261483.20591383407 || Iter Time:0.008845090866088867 || Total time:24.64335036277771 Iteration: 52 || Clusters count: 5 || Log posterior: -261470.4666615447 || Iter Time:0.007093906402587891 || Total time:24.650444269180298 Iteration: 53 || Clusters count: 5 || Log posterior: -261454.1923555239 || Iter Time:0.0069048404693603516 || Total time:24.657349109649658 Iteration: 54 || Clusters count: 5 || Log posterior: -261457.81083390582 || Iter Time:0.00683283805847168 || Total time:24.66418194770813 Iteration: 55 || Clusters count: 5 || Log posterior: -261436.99429734427 || Iter Time:0.0068111419677734375 || Total time:24.670993089675903 Iteration: 56 || Clusters count: 5 || Log posterior: -261466.06971520395 || Iter Time:0.006854057312011719 || Total time:24.677847146987915 Iteration: 57 || Clusters count: 5 || Log posterior: -261444.55043693315 || Iter Time:0.006842851638793945 || Total time:24.68468999862671 Iteration: 58 || Clusters count: 5 || Log posterior: -261456.8722896621 || Iter Time:0.8001940250396729 || Total time:25.484884023666382 Iteration: 59 || Clusters count: 5 || Log posterior: -261438.91563876343 || Iter Time:0.006953001022338867 || Total time:25.49183702468872 Iteration: 60 || Clusters count: 5 || Log posterior: -261460.37353869792 || Iter Time:0.006781101226806641 || Total time:25.498618125915527 Iteration: 61 || Clusters count: 5 || Log posterior: -261487.09893972316 || Iter Time:0.007010936737060547 || Total time:25.505629062652588 Iteration: 62 || Clusters count: 5 || Log posterior: -261362.13255125555 || Iter Time:0.00663304328918457 || Total time:25.512262105941772 Loading and distributing data: 0.000747 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 5 || Log posterior: -261724.20394145476 || Iter Time:0.007105827331542969 || Total time:25.519367933273315 Iteration: 64 || Clusters count: 5 || Log posterior: -261686.39550034486 || Iter Time:0.006964921951293945 || Total time:25.52633285522461 Iteration: 65 || Clusters count: 5 || Log posterior: -261649.69263450155 || Iter Time:0.00687098503112793 || Total time:25.533203840255737 Iteration: 66 || Clusters count: 7 || Log posterior: -261165.5617855708 || Iter Time:0.009473085403442383 || Total time:25.54267692565918 Iteration: 67 || Clusters count: 7 || Log posterior: -261018.863066038 || Iter Time:0.007796049118041992 || Total time:25.55047297477722 Iteration: 68 || Clusters count: 7 || Log posterior: -260970.04451908532 || Iter Time:0.029132843017578125 || Total time:25.5796058177948 Iteration: 69 || Clusters count: 7 || Log posterior: -260944.29770365774 || Iter Time:0.008094072341918945 || Total time:25.58769989013672 Iteration: 70 || Clusters count: 7 || Log posterior: -260941.92502576835 || Iter Time:0.00799703598022461 || Total time:25.595696926116943 Iteration: 71 || Clusters count: 7 || Log posterior: -260898.88074086778 || Iter Time:0.007690906524658203 || Total time:25.6033878326416 Iteration: 72 || Clusters count: 7 || Log posterior: -260899.8378431588 || Iter Time:0.00764918327331543 || Total time:25.611037015914917 Iteration: 73 || Clusters count: 7 || Log posterior: -260920.58826042365 || Iter Time:0.008913040161132812 || Total time:25.61995005607605 Iteration: 74 || Clusters count: 7 || Log posterior: -260886.49339886004 || Iter Time:0.007695913314819336 || Total time:25.62764596939087 Iteration: 75 || Clusters count: 7 || Log posterior: -260880.26077876773 || Iter Time:0.0078008174896240234 || Total time:25.635446786880493 Iteration: 76 || Clusters count: 8 || Log posterior: -260386.20709042932 || Iter Time:0.009373188018798828 || Total time:25.644819974899292 Iteration: 77 || Clusters count: 8 || Log posterior: -260378.75702995693 || Iter Time:0.008929014205932617 || Total time:25.653748989105225 Iteration: 78 || Clusters count: 8 || Log posterior: -260386.32855197595 || Iter Time:0.008414983749389648 || Total time:25.662163972854614 Iteration: 79 || Clusters count: 8 || Log posterior: -260395.42998293167 || Iter Time:0.008172988891601562 || Total time:25.670336961746216 Iteration: 80 || Clusters count: 8 || Log posterior: -260358.20511708639 || Iter Time:0.007956981658935547 || Total time:25.67829394340515 Iteration: 81 || Clusters count: 8 || Log posterior: -260346.1230640392 || Iter Time:0.00822901725769043 || Total time:25.686522960662842 Iteration: 82 || Clusters count: 8 || Log posterior: -260339.5883143039 || Iter Time:0.009747028350830078 || Total time:25.696269989013672 Iteration: 83 || Clusters count: 8 || Log posterior: -260280.25918823405 || Iter Time:0.021416902542114258 || Total time:25.717686891555786 Loading and distributing data: 0.000773 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 12 || Log posterior: -258927.43139606708 || Iter Time:0.011755943298339844 || Total time:25.729442834854126 Iteration: 85 || Clusters count: 12 || Log posterior: -258532.93661360486 || Iter Time:0.020601987838745117 || Total time:25.75004482269287 Iteration: 86 || Clusters count: 12 || Log posterior: -258488.7195815553 || Iter Time:0.009315967559814453 || Total time:25.759360790252686 Iteration: 87 || Clusters count: 12 || Log posterior: -258450.29495446454 || Iter Time:0.009132862091064453 || Total time:25.76849365234375 Iteration: 88 || Clusters count: 12 || Log posterior: -258464.21666323947 || Iter Time:0.009297847747802734 || Total time:25.777791500091553 Iteration: 89 || Clusters count: 12 || Log posterior: -258465.3259840239 || 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-255119.36995435494 || Iter Time:0.026618003845214844 || Total time:27.322405099868774 Iteration: 166 || Clusters count: 20 || Log posterior: -255118.20095272182 || Iter Time:0.0259859561920166 || Total time:27.34839105606079 Iteration: 167 || Clusters count: 20 || Log posterior: -255118.20095272182 || Iter Time:0.028629064559936523 || Total time:27.377020120620728 Loading and distributing data: 0.000786 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255141.85931053708 || Iter Time:0.026170015335083008 || Total time:27.40319013595581 Iteration: 169 || Clusters count: 20 || Log posterior: -255098.7397661933 || Iter Time:0.024953842163085938 || Total time:27.428143978118896 Iteration: 170 || Clusters count: 20 || Log posterior: -255106.27449664587 || Iter Time:0.028709888458251953 || Total time:27.45685386657715 Iteration: 171 || Clusters count: 20 || Log posterior: -255107.1983652644 || Iter Time:0.024178028106689453 || Total 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time:27.84956169128418 Iteration: 186 || Clusters count: 20 || Log posterior: -255100.32018045802 || Iter Time:0.026407957077026367 || Total time:27.875969648361206 Iteration: 187 || Clusters count: 20 || Log posterior: -255099.52649588746 || Iter Time:0.025971174240112305 || Total time:27.90194082260132 Iteration: 188 || Clusters count: 20 || Log posterior: -255099.52649588746 || Iter Time:0.027699947357177734 || Total time:27.929640769958496 Loading and distributing data: 0.000766 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255152.893850009 || Iter Time:0.026031017303466797 || Total time:27.955671787261963 Iteration: 190 || Clusters count: 20 || Log posterior: -255119.20024805146 || Iter Time:0.029822111129760742 || Total time:27.985493898391724 Iteration: 191 || Clusters count: 20 || Log posterior: -255110.5637505423 || Iter Time:0.026653051376342773 || Total time:28.012146949768066 Iteration: 192 || Clusters count: 20 || Log posterior: -255111.77025830245 || Iter Time:0.026149988174438477 || Total time:28.038296937942505 Iteration: 193 || Clusters count: 20 || Log posterior: -255119.58287834152 || Iter Time:0.02966785430908203 || Total time:28.067964792251587 Iteration: 194 || Clusters count: 20 || Log posterior: -255107.72542185624 || Iter Time:0.025385141372680664 || Total time:28.093349933624268 Iteration: 195 || Clusters count: 20 || Log posterior: -255107.72542185624 || Iter Time:0.0291748046875 || Total time:28.122524738311768 Iteration: 196 || Clusters count: 20 || Log posterior: -255111.699906032 || Iter Time:0.02663898468017578 || Total time:28.149163722991943 Iteration: 197 || Clusters count: 20 || Log posterior: -255113.6438980233 || Iter Time:0.026375770568847656 || Total time:28.17553949356079 Iteration: 198 || Clusters count: 20 || Log posterior: -255113.6438980233 || Iter Time:0.02969503402709961 || Total time:28.20523452758789 Iteration: 199 || Clusters count: 20 || Log posterior: -255111.699906032 || Iter Time:0.026520967483520508 || Total time:28.23175549507141 Iteration: 200 || Clusters count: 20 || Log posterior: -255107.72542185624 || Iter Time:0.03070211410522461 || Total time:28.262457609176636 Iteration: 201 || Clusters count: 20 || Log posterior: -255119.68147214493 || Iter Time:0.02732992172241211 || Total time:28.289787530899048 Iteration: 202 || Clusters count: 20 || Log posterior: -255109.17246832332 || Iter Time:0.027441024780273438 || Total time:28.31722855567932 Iteration: 203 || Clusters count: 20 || Log posterior: -255110.80458431525 || Iter Time:0.03165078163146973 || Total time:28.34887933731079 Iteration: 204 || Clusters count: 20 || Log posterior: -255110.80458431525 || Iter Time:0.026562213897705078 || Total time:28.375441551208496 Iteration: 205 || Clusters count: 20 || Log posterior: -255108.11934014896 || Iter Time:0.030302047729492188 || Total time:28.40574359893799 Iteration: 206 || Clusters count: 20 || Log posterior: -255108.11934014896 || Iter Time:0.028498172760009766 || Total time:28.434241771697998 Iteration: 207 || Clusters count: 20 || Log posterior: -255114.26770074276 || Iter Time:0.02678704261779785 || Total time:28.461028814315796 Iteration: 208 || Clusters count: 20 || Log posterior: -255108.11934014896 || Iter Time:0.029904842376708984 || Total time:28.490933656692505 Iteration: 209 || Clusters count: 20 || Log posterior: -255108.11934014896 || Iter Time:0.02356886863708496 || Total time:28.51450252532959 NMI: 0.7485062960223987 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m28.9s [1655, 67202, 259, 116468, 98154, 67349, 96624, 13418, 45919, 42947, 14282, 95098, 13906, 97478, 14692, 71437, 74706, 7142, 19823, 41441] Loading and distributing data: 0.000269 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7321.996390644848 || Iter Time:4.610058069229126 || Total time:4.610058069229126 Iteration: 1 || Clusters count: 1 || Log posterior: -7321.996390644848 || Iter Time:0.002215862274169922 || Total time:4.612273931503296 Iteration: 2 || Clusters count: 1 || Log posterior: -7321.996390644848 || Iter Time:0.001580953598022461 || Total time:4.613854885101318 Iteration: 3 || Clusters count: 1 || Log posterior: -7321.996390644848 || Iter Time:0.0015330314636230469 || Total time:4.615387916564941 Iteration: 4 || Clusters count: 1 || Log posterior: -7321.996390644848 || Iter Time:0.0014789104461669922 || Total time:4.616866827011108 Iteration: 5 || Clusters count: 1 || Log posterior: -7321.996390644848 || Iter Time:0.0014560222625732422 || Total time:4.618322849273682 Iteration: 6 || Clusters count: 1 || Log posterior: -7321.996390644848 || Iter Time:0.0013599395751953125 || Total time:4.619682788848877 Iteration: 7 || Clusters count: 1 || Log posterior: -7321.996390644848 || Iter Time:0.001378774642944336 || Total time:4.621061563491821 Iteration: 8 || Clusters count: 2 || Log posterior: -7076.832588679483 || Iter Time:0.15407609939575195 || Total time:4.775137662887573 Iteration: 9 || Clusters count: 2 || Log posterior: -7090.914260673052 || Iter Time:0.0019960403442382812 || Total time:4.7771337032318115 Iteration: 10 || Clusters count: 2 || Log posterior: -7090.655621488635 || Iter Time:0.0018389225006103516 || Total time:4.778972625732422 Iteration: 11 || Clusters count: 2 || Log posterior: -7078.355799460639 || Iter Time:0.001766204833984375 || Total time:4.780738830566406 Iteration: 12 || Clusters count: 2 || Log posterior: -7084.511816482496 || Iter Time:0.0018699169158935547 || Total time:4.7826087474823 Iteration: 13 || Clusters count: 2 || Log posterior: -7067.427203152229 || Iter Time:0.0018918514251708984 || Total time:4.784500598907471 Iteration: 14 || Clusters count: 2 || Log posterior: -7075.958264233723 || Iter Time:0.0018529891967773438 || Total time:4.786353588104248 Iteration: 15 || Clusters count: 2 || Log posterior: -7075.978431244669 || Iter Time:0.0017578601837158203 || Total time:4.788111448287964 Iteration: 16 || Clusters count: 2 || Log posterior: -7080.9947027055505 || Iter Time:0.0016629695892333984 || Total time:4.789774417877197 Iteration: 17 || Clusters count: 2 || Log posterior: -7083.929647068644 || Iter Time:0.0016529560089111328 || Total time:4.791427373886108 Iteration: 18 || Clusters count: 4 || Log posterior: -6542.121888703744 || Iter Time:0.004642963409423828 || Total time:4.796070337295532 Iteration: 19 || Clusters count: 4 || Log posterior: -6543.10814276809 || Iter Time:0.0026400089263916016 || Total time:4.798710346221924 Iteration: 20 || Clusters count: 4 || Log posterior: -6534.585447024613 || Iter Time:0.0025780200958251953 || Total time:4.801288366317749 Iteration: 21 || Clusters count: 4 || Log posterior: -6532.835611192005 || Iter Time:0.0025348663330078125 || Total time:4.803823232650757 Iteration: 22 || Clusters count: 4 || Log posterior: -6544.882413360764 || Iter Time:0.0023272037506103516 || Total time:4.806150436401367 Iteration: 23 || Clusters count: 4 || Log posterior: -6537.519772661696 || Iter Time:0.0023469924926757812 || Total time:4.808497428894043 Iteration: 24 || Clusters count: 4 || Log posterior: -6527.605998231792 || Iter Time:0.0023450851440429688 || Total time:4.810842514038086 Iteration: 25 || Clusters count: 4 || Log posterior: -6531.290471279153 || Iter Time:0.002371072769165039 || Total time:4.813213586807251 Iteration: 26 || Clusters count: 4 || Log posterior: -6552.718217758408 || Iter Time:0.002393960952758789 || Total time:4.81560754776001 Iteration: 27 || Clusters count: 4 || Log posterior: -6544.976962769872 || Iter Time:0.0024170875549316406 || Total time:4.818024635314941 Iteration: 28 || Clusters count: 6 || Log posterior: -6411.713532129619 || Iter Time:0.0057849884033203125 || Total time:4.823809623718262 Iteration: 29 || Clusters count: 7 || Log posterior: -6390.074252931319 || Iter Time:0.00480198860168457 || Total time:4.828611612319946 Iteration: 30 || Clusters count: 7 || Log posterior: -6314.631044599742 || Iter Time:1.173382043838501 || Total time:6.001993656158447 false [4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 2, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 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] [4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 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: 0.000246 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 8 || Log posterior: -5844.52548389363 || Iter Time:0.03091287612915039 || Total time:6.032906532287598 Iteration: 32 || Clusters count: 8 || Log posterior: -5829.890360677026 || Iter Time:0.007176876068115234 || Total time:6.040083408355713 Loading and distributing data: 0.000144 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 8 || Log posterior: -4969.687620080571 || Iter Time:0.004074811935424805 || Total time:6.044158220291138 Iteration: 34 || Clusters count: 8 || Log posterior: -4963.929850524657 || Iter Time:0.007424116134643555 || Total time:6.051582336425781 Loading and distributing data: 0.000126 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 8 || Log posterior: -4734.436157373008 || Iter Time:0.004172086715698242 || Total time:6.0557544231414795 Iteration: 36 || Clusters count: 8 || Log posterior: -4722.801418306948 || Iter Time:0.00729680061340332 || Total time:6.063051223754883 Loading and distributing data: 0.000123 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 8 || Log posterior: -4700.464725208941 || Iter Time:0.003915071487426758 || Total time:6.06696629524231 Iteration: 38 || Clusters count: 8 || Log posterior: -4685.0370823694 || Iter Time:0.007107973098754883 || Total time:6.0740742683410645 Loading and distributing data: 0.000125 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 8 || Log posterior: -4659.10390735009 || Iter Time:0.003982067108154297 || Total time:6.078056335449219 Iteration: 40 || Clusters count: 8 || Log posterior: -4627.637879967031 || Iter Time:0.0073049068450927734 || Total time:6.0853612422943115 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 9 || Log posterior: -4533.155257173568 || Iter Time:0.005033016204833984 || Total time:6.0903942584991455 Iteration: 42 || Clusters count: 9 || Log posterior: -4498.277909659359 || Iter Time:0.09578895568847656 || Total time:6.186183214187622 Loading and distributing data: 0.000128 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 10 || Log posterior: -4377.238971404527 || Iter Time:0.006127119064331055 || Total time:6.192310333251953 Iteration: 44 || Clusters count: 10 || Log posterior: -4372.637259444135 || Iter Time:0.009356021881103516 || Total time:6.201666355133057 Loading and distributing data: 0.000126 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 11 || Log posterior: -4300.785689919574 || Iter Time:0.006350040435791016 || Total time:6.208016395568848 Iteration: 46 || Clusters count: 11 || Log posterior: -4277.16048911098 || Iter Time:0.009805917739868164 || Total time:6.217822313308716 Loading and distributing data: 0.000113 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 11 || Log posterior: -4215.386916300893 || Iter Time:0.005625009536743164 || Total time:6.223447322845459 Iteration: 48 || Clusters count: 11 || Log posterior: -4207.395688343316 || Iter Time:0.009630918502807617 || Total time:6.233078241348267 Loading and distributing 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Time:0.012910842895507812 || Total time:6.289335250854492 Loading and distributing data: 0.000129 seconds (128 allocations: 13.180 KiB) Iteration: 55 || Clusters count: 12 || Log posterior: -4269.86470881752 || Iter Time:0.010447025299072266 || Total time:6.2997822761535645 Iteration: 56 || Clusters count: 12 || Log posterior: -4199.0558566953705 || Iter Time:0.013357877731323242 || Total time:6.313140153884888 Loading and distributing data: 0.000124 seconds (128 allocations: 13.180 KiB) Iteration: 57 || Clusters count: 12 || Log posterior: -4149.31910001635 || Iter Time:0.00950002670288086 || Total time:6.3226401805877686 Iteration: 58 || Clusters count: 12 || Log posterior: -4118.327246398898 || Iter Time:0.013497114181518555 || Total time:6.336137294769287 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 59 || Clusters count: 12 || Log posterior: -4085.300992542388 || Iter Time:0.009618043899536133 || Total time:6.345755338668823 Iteration: 60 || Clusters count: 12 || Log posterior: -4061.966530300053 || Iter Time:0.013422966003417969 || Total time:6.359178304672241 Loading and distributing data: 0.000121 seconds (128 allocations: 13.180 KiB) Iteration: 61 || Clusters count: 12 || Log posterior: -4073.31236920542 || Iter Time:0.009290933609008789 || Total time:6.36846923828125 Iteration: 62 || Clusters count: 12 || Log posterior: -4063.035964293644 || Iter Time:0.013396024703979492 || Total time:6.3818652629852295 Loading and distributing data: 0.000137 seconds (128 allocations: 13.180 KiB) Iteration: 63 || Clusters count: 12 || Log posterior: -4069.2125410298772 || Iter Time:0.009541988372802734 || Total time:6.391407251358032 Iteration: 64 || Clusters count: 12 || Log posterior: -4066.513100034907 || Iter Time:0.013769149780273438 || Total time:6.405176401138306 Loading and distributing data: 0.000126 seconds (128 allocations: 13.180 KiB) Iteration: 65 || Clusters count: 12 || Log posterior: -4067.582492018694 || Iter Time:0.010770082473754883 || Total time:6.4159464836120605 Iteration: 66 || Clusters count: 12 || Log posterior: -4064.6469675085846 || Iter Time:0.014600992202758789 || Total time:6.430547475814819 Loading and distributing data: 0.000120 seconds (128 allocations: 13.180 KiB) Iteration: 67 || Clusters count: 13 || Log posterior: -4009.7136914347866 || Iter Time:0.011121988296508789 || Total time:6.441669464111328 Iteration: 68 || Clusters count: 13 || Log posterior: -3980.6168015582502 || Iter Time:0.01523590087890625 || Total time:6.456905364990234 Loading and distributing data: 0.000155 seconds (128 allocations: 13.180 KiB) Iteration: 69 || Clusters count: 13 || Log posterior: -3968.0120204650666 || Iter Time:0.010354995727539062 || Total time:6.467260360717773 Iteration: 70 || Clusters count: 13 || Log posterior: -3955.781663846828 || Iter Time:0.014728069305419922 || Total time:6.481988430023193 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 71 || Clusters count: 13 || Log posterior: -3994.5391758620763 || Iter Time:0.011011123657226562 || Total time:6.49299955368042 Iteration: 72 || Clusters count: 13 || Log posterior: -3992.2140086289382 || Iter Time:0.01661086082458496 || Total time:6.509610414505005 Loading and distributing data: 0.000140 seconds (128 allocations: 13.180 KiB) Iteration: 73 || Clusters count: 13 || Log posterior: -3986.389271196058 || Iter Time:0.012182950973510742 || Total time:6.521793365478516 Iteration: 74 || Clusters count: 13 || Log posterior: -3984.997176549595 || Iter Time:0.016064167022705078 || Total time:6.537857532501221 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 75 || Clusters count: 13 || Log posterior: -3958.7235460566335 || Iter Time:0.010478019714355469 || Total time:6.548335552215576 Iteration: 76 || Clusters count: 13 || Log posterior: -3953.821908244534 || Iter Time:0.01495504379272461 || Total time:6.563290596008301 Loading 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Iteration: 88 || Clusters count: 14 || Log posterior: -3940.156725534264 || Iter Time:0.01604604721069336 || Total time:6.735371828079224 Loading and distributing data: 0.000149 seconds (128 allocations: 13.180 KiB) Iteration: 89 || Clusters count: 14 || Log posterior: -3949.8691642705458 || Iter Time:0.011352062225341797 || Total time:6.746723890304565 Iteration: 90 || Clusters count: 14 || Log posterior: -3929.1265876034654 || Iter Time:0.016028165817260742 || Total time:6.762752056121826 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 91 || Clusters count: 15 || Log posterior: -3926.7823919667994 || Iter Time:0.013510942459106445 || Total time:6.776262998580933 Iteration: 92 || Clusters count: 15 || Log posterior: -3925.2003109106013 || Iter Time:0.02043318748474121 || Total time:6.796696186065674 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 93 || Clusters count: 15 || Log posterior: -3892.974051616662 || Iter Time:0.0142669677734375 || Total time:6.810963153839111 Iteration: 94 || Clusters count: 15 || Log posterior: -3883.879431603482 || Iter Time:0.020435094833374023 || Total time:6.831398248672485 Loading and distributing data: 0.000124 seconds (128 allocations: 13.180 KiB) Iteration: 95 || Clusters count: 15 || Log posterior: -3920.184131332391 || Iter Time:0.014811992645263672 || Total time:6.846210241317749 Iteration: 96 || Clusters count: 15 || Log posterior: -3915.1503549482186 || Iter Time:0.020994901657104492 || Total time:6.8672051429748535 Loading and distributing data: 0.000125 seconds (128 allocations: 13.180 KiB) Iteration: 97 || Clusters count: 15 || Log posterior: -3951.3467088835787 || Iter Time:0.014590024948120117 || Total time:6.881795167922974 Iteration: 98 || Clusters count: 15 || Log posterior: -3943.65012605676 || Iter Time:0.0207369327545166 || Total time:6.90253210067749 Loading and distributing data: 0.000125 seconds (128 allocations: 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|| Total time:7.217564105987549 Iteration: 116 || Clusters count: 14 || Log posterior: -3937.823971552522 || Iter Time:0.016618013381958008 || Total time:7.234182119369507 Loading and distributing data: 0.000130 seconds (128 allocations: 13.180 KiB) Iteration: 117 || Clusters count: 14 || Log posterior: -3931.747567816607 || Iter Time:0.013345956802368164 || Total time:7.247528076171875 Iteration: 118 || Clusters count: 14 || Log posterior: -3919.239957161284 || Iter Time:0.01734304428100586 || Total time:7.264871120452881 Loading and distributing data: 0.000131 seconds (128 allocations: 13.180 KiB) Iteration: 119 || Clusters count: 14 || Log posterior: -3923.4694685233667 || Iter Time:0.012930154800415039 || Total time:7.277801275253296 Iteration: 120 || Clusters count: 14 || Log posterior: -3896.3763990975917 || Iter Time:0.017145872116088867 || Total time:7.294947147369385 Loading and distributing data: 0.000126 seconds (128 allocations: 13.180 KiB) Iteration: 121 || Clusters count: 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Iteration: 171 || Clusters count: 16 || Log posterior: -3897.2395471747286 || Iter Time:0.015514850616455078 || Total time:8.080141305923462 Iteration: 172 || Clusters count: 16 || Log posterior: -3878.3777030870006 || Iter Time:0.018867015838623047 || Total time:8.099008321762085 Loading and distributing data: 0.000127 seconds (128 allocations: 13.180 KiB) Iteration: 173 || Clusters count: 16 || Log posterior: -3899.149611933949 || Iter Time:0.01349020004272461 || Total time:8.11249852180481 Iteration: 174 || Clusters count: 16 || Log posterior: -3893.396510575747 || Iter Time:0.019062042236328125 || Total time:8.131560564041138 Loading and distributing data: 0.000113 seconds (128 allocations: 13.180 KiB) Iteration: 175 || Clusters count: 16 || Log posterior: -3920.0843876355543 || Iter Time:0.014510154724121094 || Total time:8.146070718765259 Iteration: 176 || Clusters count: 16 || Log posterior: -3910.6473112851404 || Iter Time:0.01959395408630371 || Total time:8.165664672851562 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-3919.6567393464047 || Iter Time:0.020533084869384766 || Total time:8.27257776260376 Loading and distributing data: 0.000125 seconds (128 allocations: 13.180 KiB) Iteration: 183 || Clusters count: 17 || Log posterior: -3913.4387273767693 || Iter Time:0.01574993133544922 || Total time:8.288327693939209 Iteration: 184 || Clusters count: 17 || Log posterior: -3904.6329836339432 || Iter Time:0.04243111610412598 || Total time:8.330758810043335 Loading and distributing data: 0.000125 seconds (128 allocations: 13.211 KiB) Iteration: 185 || Clusters count: 17 || Log posterior: -3922.3063186155714 || Iter Time:0.016453981399536133 || Total time:8.347212791442871 Iteration: 186 || Clusters count: 17 || Log posterior: -3908.2117281060036 || Iter Time:0.021252870559692383 || Total time:8.368465662002563 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 187 || Clusters count: 17 || Log posterior: -3915.1570902898516 || Iter Time:0.015522003173828125 || Total 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Log posterior: -3901.218063441308 || Iter Time:0.02078700065612793 || Total time:8.822463750839233 Loading and distributing data: 0.000123 seconds (128 allocations: 13.180 KiB) Iteration: 211 || Clusters count: 17 || Log posterior: -3915.2136344159508 || Iter Time:0.016520023345947266 || Total time:8.83898377418518 Iteration: 212 || Clusters count: 17 || Log posterior: -3897.8406085334636 || Iter Time:0.021718978881835938 || Total time:8.860702753067017 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 213 || Clusters count: 17 || Log posterior: -3894.286931159998 || Iter Time:0.036026954650878906 || Total time:8.896729707717896 Iteration: 214 || Clusters count: 17 || Log posterior: -3876.5005793537775 || Iter Time:0.02221393585205078 || Total time:8.918943643569946 Loading and distributing data: 0.000128 seconds (128 allocations: 13.180 KiB) Iteration: 215 || Clusters count: 16 || Log posterior: -3900.519767346476 || Iter 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Iteration: 221 || Clusters count: 16 || Log posterior: -3915.0029945781403 || Iter Time:0.015517950057983398 || Total time:9.045411586761475 Iteration: 222 || Clusters count: 16 || Log posterior: -3905.6808554582935 || Iter Time:0.021210193634033203 || Total time:9.066621780395508 Loading and distributing data: 0.000133 seconds (128 allocations: 13.180 KiB) Iteration: 223 || Clusters count: 16 || Log posterior: -3887.6473069804597 || Iter Time:0.016252994537353516 || Total time:9.082874774932861 Iteration: 224 || Clusters count: 16 || Log posterior: -3878.723254758843 || Iter Time:0.021320104598999023 || Total time:9.10419487953186 Loading and distributing data: 0.000131 seconds (128 allocations: 13.180 KiB) Iteration: 225 || Clusters count: 16 || Log posterior: -3940.727357531762 || Iter Time:0.015969038009643555 || Total time:9.120163917541504 Iteration: 226 || Clusters count: 16 || Log posterior: -3923.854657993411 || Iter Time:0.02023911476135254 || Total time:9.140403032302856 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Iteration: 271 || Clusters count: 16 || Log posterior: -3895.9368523164194 || Iter Time:0.017200946807861328 || Total time:10.022454261779785 Iteration: 272 || Clusters count: 16 || Log posterior: -3872.3316507410873 || Iter Time:0.02162909507751465 || Total time:10.0440833568573 Loading and distributing data: 0.000146 seconds (128 allocations: 13.180 KiB) Iteration: 273 || Clusters count: 16 || Log posterior: -3911.633149935247 || Iter Time:0.01611804962158203 || Total time:10.060201406478882 Iteration: 274 || Clusters count: 16 || Log posterior: -3905.2813994700095 || Iter Time:0.02119898796081543 || Total time:10.081400394439697 Loading and distributing data: 0.000120 seconds (128 allocations: 13.180 KiB) Iteration: 275 || Clusters count: 16 || Log posterior: -3925.1128710754165 || Iter Time:0.015280961990356445 || Total time:10.096681356430054 Iteration: 276 || Clusters count: 16 || Log posterior: -3909.65167883286 || Iter Time:0.02147197723388672 || Total time:10.11815333366394 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Iteration: 343 || Clusters count: 16 || Log posterior: -3966.237424154643 || Iter Time:0.01724696159362793 || Total time:11.440184116363525 Iteration: 344 || Clusters count: 16 || Log posterior: -3955.8975034571704 || Iter Time:0.021397113800048828 || Total time:11.461581230163574 Loading and distributing data: 0.000124 seconds (128 allocations: 13.180 KiB) Iteration: 345 || Clusters count: 16 || Log posterior: -3927.9880287361534 || Iter Time:0.016093015670776367 || Total time:11.47767424583435 Iteration: 346 || Clusters count: 16 || Log posterior: -3913.79536567991 || Iter Time:0.021275997161865234 || Total time:11.498950242996216 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 347 || Clusters count: 16 || Log posterior: -3948.207623133228 || Iter Time:0.015797853469848633 || Total time:11.514748096466064 Iteration: 348 || Clusters count: 16 || Log posterior: -3925.8837057438313 || Iter Time:0.020900964736938477 || Total 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Iteration: 365 || Clusters count: 16 || Log posterior: -3898.437323339562 || Iter Time:0.01670098304748535 || Total time:11.868165016174316 Iteration: 366 || Clusters count: 16 || Log posterior: -3879.1342111568742 || Iter Time:0.021394014358520508 || Total time:11.889559030532837 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 367 || Clusters count: 16 || Log posterior: -3921.6781169799383 || Iter Time:0.016110897064208984 || Total time:11.905669927597046 Iteration: 368 || Clusters count: 16 || Log posterior: -3901.5951072401504 || Iter Time:0.021759986877441406 || Total time:11.927429914474487 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 369 || Clusters count: 16 || Log posterior: -3912.7412173884527 || Iter Time:0.034890174865722656 || Total time:11.96232008934021 Iteration: 370 || Clusters count: 16 || Log posterior: -3903.6675500413717 || Iter Time:0.02159595489501953 || Total 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Iteration: 387 || Clusters count: 16 || Log posterior: -3942.122188267124 || Iter Time:0.016541004180908203 || Total time:12.305753707885742 Iteration: 388 || Clusters count: 16 || Log posterior: -3933.6704995364435 || Iter Time:0.02240896224975586 || Total time:12.328162670135498 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 389 || Clusters count: 16 || Log posterior: -3908.7138663579312 || Iter Time:0.01695084571838379 || Total time:12.345113515853882 Iteration: 390 || Clusters count: 16 || Log posterior: -3899.438923533151 || Iter Time:0.021831989288330078 || Total time:12.366945505142212 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 391 || Clusters count: 16 || Log posterior: -3919.5633514577694 || Iter Time:0.03519916534423828 || Total time:12.40214467048645 Iteration: 392 || Clusters count: 16 || Log posterior: -3905.0184607594647 || Iter Time:0.021485090255737305 || Total 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Iteration: 448 || Clusters count: 16 || Log posterior: -3897.6090417948403 || Iter Time:0.021857023239135742 || Total time:13.560977935791016 Loading and distributing data: 0.000166 seconds (129 allocations: 13.195 KiB) Iteration: 449 || Clusters count: 16 || Log posterior: -3907.343009559325 || Iter Time:0.01717209815979004 || Total time:13.578150033950806 Iteration: 450 || Clusters count: 16 || Log posterior: -3893.476682174407 || Iter Time:0.021945953369140625 || Total time:13.600095987319946 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 451 || Clusters count: 16 || Log posterior: -3910.836905966462 || Iter Time:0.017681121826171875 || Total time:13.617777109146118 Iteration: 452 || Clusters count: 16 || Log posterior: -3897.6633312499393 || Iter Time:0.022528886795043945 || Total time:13.640305995941162 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 453 || Clusters count: 16 || Log posterior: 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Iteration: 481 || Clusters count: 16 || Log posterior: -3940.4690384688856 || Iter Time:0.016875028610229492 || Total time:14.233031034469604 Iteration: 482 || Clusters count: 16 || Log posterior: -3918.664009049303 || Iter Time:0.020869970321655273 || Total time:14.25390100479126 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 483 || Clusters count: 16 || Log posterior: -3892.8628096618663 || Iter Time:0.016562938690185547 || Total time:14.270463943481445 Iteration: 484 || Clusters count: 16 || Log posterior: -3886.0471835925778 || Iter Time:0.02189493179321289 || Total time:14.292358875274658 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 485 || Clusters count: 16 || Log posterior: -3936.8666242513773 || Iter Time:0.017405986785888672 || Total time:14.309764862060547 Iteration: 486 || Clusters count: 16 || Log posterior: -3899.888983523163 || Iter Time:0.02105093002319336 || Total 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Iteration: 575 || Clusters count: 17 || Log posterior: -3928.5677441557114 || Iter Time:0.016000032424926758 || Total time:16.080074548721313 Iteration: 576 || Clusters count: 17 || Log posterior: -3923.5214878286274 || Iter Time:0.020678043365478516 || Total time:16.100752592086792 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 577 || Clusters count: 17 || Log posterior: -3906.7803037185995 || Iter Time:0.016225814819335938 || Total time:16.116978406906128 Iteration: 578 || Clusters count: 17 || Log posterior: -3897.3981233779377 || Iter Time:0.02128314971923828 || Total time:16.138261556625366 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 579 || Clusters count: 17 || Log posterior: -3956.2902620113136 || Iter Time:0.01587700843811035 || Total time:16.154138565063477 Iteration: 580 || Clusters count: 17 || Log posterior: -3940.4306002809417 || Iter Time:0.02119898796081543 || Total 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Iteration: 597 || Clusters count: 17 || Log posterior: -3907.9374196843914 || Iter Time:0.014889955520629883 || Total time:16.502021074295044 Iteration: 598 || Clusters count: 17 || Log posterior: -3897.358214723891 || Iter Time:0.01979804039001465 || Total time:16.52181911468506 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 599 || Clusters count: 17 || Log posterior: -3924.0999368679118 || Iter Time:0.014889001846313477 || Total time:16.536708116531372 Iteration: 600 || Clusters count: 17 || Log posterior: -3908.638587221566 || Iter Time:0.02053213119506836 || Total time:16.55724024772644 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 601 || Clusters count: 17 || Log posterior: -3937.5974968747782 || Iter Time:0.01617288589477539 || Total time:16.573413133621216 Iteration: 602 || Clusters count: 17 || Log posterior: -3900.9088307918746 || Iter Time:0.02051997184753418 || Total time:16.59393310546875 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Iteration: 636 || Clusters count: 16 || Log posterior: -3945.6054883842125 || Iter Time:0.02117919921875 || Total time:17.25507688522339 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 637 || Clusters count: 16 || Log posterior: -3930.459449217744 || Iter Time:0.016375064849853516 || Total time:17.271451950073242 Iteration: 638 || Clusters count: 16 || Log posterior: -3912.924508603536 || Iter Time:0.022413969039916992 || Total time:17.29386591911316 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 639 || Clusters count: 16 || Log posterior: -3924.995311808236 || Iter Time:0.017840862274169922 || Total time:17.31170678138733 Iteration: 640 || Clusters count: 16 || Log posterior: -3905.141370252246 || Iter Time:0.020884037017822266 || Total time:17.33259081840515 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 641 || Clusters count: 16 || Log posterior: 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Iteration: 669 || Clusters count: 17 || Log posterior: -3931.967084898734 || Iter Time:0.015455961227416992 || Total time:17.884898900985718 Iteration: 670 || Clusters count: 17 || Log posterior: -3911.510921029139 || Iter Time:0.020808935165405273 || Total time:17.905707836151123 Loading and distributing data: 0.000127 seconds (129 allocations: 13.227 KiB) Iteration: 671 || Clusters count: 17 || Log posterior: -3869.0879635303027 || Iter Time:0.016324996948242188 || Total time:17.922032833099365 Iteration: 672 || Clusters count: 17 || Log posterior: -3867.5788570951036 || Iter Time:0.02184581756591797 || Total time:17.943878650665283 Loading and distributing data: 0.000154 seconds (129 allocations: 13.227 KiB) Iteration: 673 || Clusters count: 17 || Log posterior: -3893.9298870778516 || Iter Time:0.016900062561035156 || Total time:17.96077871322632 Iteration: 674 || Clusters count: 17 || Log posterior: -3881.1525139593477 || Iter Time:0.021023988723754883 || Total 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Iteration: 691 || Clusters count: 17 || Log posterior: -3965.0515718924803 || Iter Time:0.015922069549560547 || Total time:18.326979398727417 Iteration: 692 || Clusters count: 17 || Log posterior: -3938.296861644548 || Iter Time:0.0211489200592041 || Total time:18.34812831878662 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 693 || Clusters count: 17 || Log posterior: -3909.0807062211584 || Iter Time:0.015497922897338867 || Total time:18.36362624168396 Iteration: 694 || Clusters count: 17 || Log posterior: -3895.4944559948694 || Iter Time:0.021052837371826172 || Total time:18.384679079055786 Loading and distributing data: 0.000121 seconds (129 allocations: 13.227 KiB) Iteration: 695 || Clusters count: 17 || Log posterior: -3877.5370231638803 || Iter Time:0.016015052795410156 || Total time:18.400694131851196 Iteration: 696 || Clusters count: 17 || Log posterior: -3862.582329127657 || Iter Time:0.020674943923950195 || Total 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Iteration: 713 || Clusters count: 17 || Log posterior: -3904.6165394231457 || Iter Time:0.01703500747680664 || Total time:18.775146961212158 Iteration: 714 || Clusters count: 17 || Log posterior: -3895.3168115178432 || Iter Time:0.023920059204101562 || Total time:18.79906702041626 Loading and distributing data: 0.000157 seconds (129 allocations: 13.227 KiB) Iteration: 715 || Clusters count: 17 || Log posterior: -3906.5855159632706 || Iter Time:0.017225980758666992 || Total time:18.816293001174927 Iteration: 716 || Clusters count: 17 || Log posterior: -3883.220696553611 || Iter Time:0.021948814392089844 || Total time:18.838241815567017 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 717 || Clusters count: 17 || Log posterior: -3874.3831130015947 || Iter Time:0.015755891799926758 || Total time:18.853997707366943 Iteration: 718 || Clusters count: 17 || Log posterior: -3849.707156584343 || Iter Time:0.022103071212768555 || Total 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Iteration: 735 || Clusters count: 18 || Log posterior: -3917.888152264119 || Iter Time:0.01888895034790039 || Total time:19.233264446258545 Iteration: 736 || Clusters count: 17 || Log posterior: -3908.437402037143 || Iter Time:0.024563074111938477 || Total time:19.257827520370483 Loading and distributing data: 0.000123 seconds (129 allocations: 13.227 KiB) Iteration: 737 || Clusters count: 17 || Log posterior: -3880.9763791315013 || Iter Time:0.016479015350341797 || Total time:19.274306535720825 Iteration: 738 || Clusters count: 17 || Log posterior: -3878.383544571105 || Iter Time:0.021188974380493164 || Total time:19.29549551010132 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 739 || Clusters count: 17 || Log posterior: -3947.846786616282 || Iter Time:0.016129016876220703 || Total time:19.31162452697754 Iteration: 740 || Clusters count: 17 || Log posterior: -3919.6332093941623 || Iter Time:0.021345853805541992 || Total time:19.33297038078308 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|| Log posterior: -3886.722041226706 || Iter Time:0.022830963134765625 || Total time:20.47244620323181 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 797 || Clusters count: 17 || Log posterior: -3928.586046377573 || Iter Time:0.017524003982543945 || Total time:20.489970207214355 Iteration: 798 || Clusters count: 17 || Log posterior: -3911.1140506850757 || Iter Time:0.022153854370117188 || Total time:20.512124061584473 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 799 || Clusters count: 17 || Log posterior: -3927.398459729957 || Iter Time:0.017616987228393555 || Total time:20.529741048812866 Iteration: 800 || Clusters count: 17 || Log posterior: -3902.7323862860057 || Iter Time:0.021502971649169922 || Total time:20.551244020462036 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 801 || Clusters count: 17 || Log posterior: -3894.517151163216 || Iter 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Iteration: 807 || Clusters count: 17 || Log posterior: -3941.4004781644117 || Iter Time:0.01800084114074707 || Total time:20.68250274658203 Iteration: 808 || Clusters count: 17 || Log posterior: -3924.026203689459 || Iter Time:0.022410154342651367 || Total time:20.704912900924683 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 809 || Clusters count: 17 || Log posterior: -3903.7522174993023 || Iter Time:0.03592991828918457 || Total time:20.740842819213867 Iteration: 810 || Clusters count: 17 || Log posterior: -3897.0767333259446 || Iter Time:0.02221083641052246 || Total time:20.76305365562439 Loading and distributing data: 0.000130 seconds (129 allocations: 13.227 KiB) Iteration: 811 || Clusters count: 17 || Log posterior: -3895.845817581592 || Iter Time:0.017878055572509766 || Total time:20.7809317111969 Iteration: 812 || Clusters count: 17 || Log posterior: -3877.8027945133954 || Iter Time:0.022418975830078125 || Total time:20.803350687026978 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-3948.330531836084 || Iter Time:0.02177715301513672 || Total time:20.919511318206787 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 819 || Clusters count: 17 || Log posterior: -3968.559419463194 || Iter Time:0.016587018966674805 || Total time:20.936098337173462 Iteration: 820 || Clusters count: 17 || Log posterior: -3952.446324811191 || Iter Time:0.021782875061035156 || Total time:20.957881212234497 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 821 || Clusters count: 17 || Log posterior: -3949.11229025237 || Iter Time:0.018186092376708984 || Total time:20.976067304611206 Iteration: 822 || Clusters count: 17 || Log posterior: -3930.3366553463534 || Iter Time:0.022286176681518555 || Total time:20.998353481292725 Loading and distributing data: 0.000122 seconds (129 allocations: 13.227 KiB) Iteration: 823 || Clusters count: 17 || Log posterior: -3901.1605712537803 || Iter Time:0.017225027084350586 || Total 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Log posterior: -3899.4238316717992 || Iter Time:0.017163991928100586 || Total time:21.13583517074585 Iteration: 830 || Clusters count: 16 || Log posterior: -3885.344927630006 || Iter Time:0.021966934204101562 || Total time:21.15780210494995 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 831 || Clusters count: 16 || Log posterior: -3904.5145252484494 || Iter Time:0.03439807891845703 || Total time:21.192200183868408 Iteration: 832 || Clusters count: 16 || Log posterior: -3884.4496658651547 || Iter Time:0.02099299430847168 || Total time:21.21319317817688 Loading and distributing data: 0.000148 seconds (129 allocations: 13.227 KiB) Iteration: 833 || Clusters count: 16 || Log posterior: -3902.6172785644003 || Iter Time:0.016132116317749023 || Total time:21.22932529449463 Iteration: 834 || Clusters count: 16 || Log posterior: -3887.3284841466902 || Iter Time:0.021518945693969727 || Total time:21.2508442401886 Loading and distributing data: 0.000129 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Iteration: 951 || Clusters count: 16 || Log posterior: -3881.1555919883576 || Iter Time:0.015230894088745117 || Total time:23.54877781867981 Iteration: 952 || Clusters count: 16 || Log posterior: -3868.940203239254 || Iter Time:0.019247055053710938 || Total time:23.56802487373352 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 953 || Clusters count: 16 || Log posterior: -3915.7991815806276 || Iter Time:0.01444387435913086 || Total time:23.58246874809265 Iteration: 954 || Clusters count: 16 || Log posterior: -3904.4380992424085 || Iter Time:0.01973700523376465 || Total time:23.602205753326416 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 955 || Clusters count: 16 || Log posterior: -3912.1210917381695 || Iter Time:0.015113115310668945 || Total time:23.617318868637085 Iteration: 956 || Clusters count: 16 || Log posterior: -3901.4806535422017 || Iter Time:0.020434141159057617 || Total 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Iteration: 973 || Clusters count: 16 || Log posterior: -3906.5521608412373 || Iter Time:0.03546309471130371 || Total time:23.965713024139404 Iteration: 974 || Clusters count: 16 || Log posterior: -3886.324422977907 || Iter Time:0.02108001708984375 || Total time:23.986793041229248 Loading and distributing data: 0.000132 seconds (129 allocations: 13.227 KiB) Iteration: 975 || Clusters count: 16 || Log posterior: -3890.5648124804775 || Iter Time:0.017482995986938477 || Total time:24.004276037216187 Iteration: 976 || Clusters count: 16 || Log posterior: -3881.8173652747905 || Iter Time:0.021632909774780273 || Total time:24.025908946990967 Loading and distributing data: 0.000114 seconds (129 allocations: 13.227 KiB) Iteration: 977 || Clusters count: 16 || Log posterior: -3908.947889936688 || Iter Time:0.015722036361694336 || Total time:24.04163098335266 Iteration: 978 || Clusters count: 16 || Log posterior: -3897.707811719639 || Iter Time:0.021201133728027344 || Total time:24.06283211708069 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|| Log posterior: -3947.1472651876684 || Iter Time:0.01599717140197754 || Total time:24.3743097782135 Iteration: 996 || Clusters count: 16 || Log posterior: -3933.7581117411282 || Iter Time:0.021745920181274414 || Total time:24.396055698394775 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 997 || Clusters count: 16 || Log posterior: -3904.075686709713 || Iter Time:0.03686690330505371 || Total time:24.43292260169983 Iteration: 998 || Clusters count: 16 || Log posterior: -3887.6563146862945 || Iter Time:0.022851943969726562 || Total time:24.455774545669556 Loading and distributing data: 0.000147 seconds (129 allocations: 13.227 KiB) Iteration: 999 || Clusters count: 16 || Log posterior: -3920.4829571227538 || Iter Time:0.018321990966796875 || Total time:24.474096536636353 Iteration: 1000 || Clusters count: 16 || Log posterior: -3896.8037103802603 || Iter Time:0.02201700210571289 || Total time:24.496113538742065 Loading and distributing data: 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|| Log posterior: -3912.3693377406103 || Iter Time:0.01740097999572754 || Total time:26.63759469985962 Iteration: 1106 || Clusters count: 16 || Log posterior: -3897.379477894457 || Iter Time:0.022108078002929688 || Total time:26.65970277786255 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1107 || Clusters count: 16 || Log posterior: -3908.403062446888 || Iter Time:0.01759195327758789 || Total time:26.677294731140137 Iteration: 1108 || Clusters count: 16 || Log posterior: -3895.084293404028 || Iter Time:0.020613908767700195 || Total time:26.697908639907837 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1109 || Clusters count: 16 || Log posterior: -3916.0212506816756 || Iter Time:0.015561103820800781 || Total time:26.713469743728638 Iteration: 1110 || Clusters count: 16 || Log posterior: -3896.696660630397 || Iter Time:0.020982980728149414 || Total time:26.734452724456787 Loading and distributing data: 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16 || Log posterior: -3915.0918692196174 || Iter Time:0.01859903335571289 || Total time:27.9982328414917 Iteration: 1172 || Clusters count: 16 || Log posterior: -3900.3356709733375 || Iter Time:0.02234816551208496 || Total time:28.020581007003784 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1173 || Clusters count: 16 || Log posterior: -3913.4086542773234 || Iter Time:0.018243789672851562 || Total time:28.038824796676636 Iteration: 1174 || Clusters count: 16 || Log posterior: -3903.4116135847394 || Iter Time:0.022451162338256836 || Total time:28.061275959014893 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1175 || Clusters count: 16 || Log posterior: -3879.690952790223 || Iter Time:0.017590999603271484 || Total time:28.078866958618164 Iteration: 1176 || Clusters count: 16 || Log posterior: -3873.9942999218633 || Iter Time:0.02312493324279785 || Total time:28.101991891860962 Loading and distributing 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-3910.982236038876 || Iter Time:0.023736953735351562 || Total time:28.6736900806427 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1205 || Clusters count: 18 || Log posterior: -3894.5572977760257 || Iter Time:0.019201040267944336 || Total time:28.692891120910645 Iteration: 1206 || Clusters count: 18 || Log posterior: -3878.8603748770206 || Iter Time:0.023791074752807617 || Total time:28.716682195663452 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1207 || Clusters count: 17 || Log posterior: -3927.6742347995987 || Iter Time:0.01714491844177246 || Total time:28.733827114105225 Iteration: 1208 || Clusters count: 17 || Log posterior: -3906.638073146863 || Iter Time:0.023344993591308594 || Total time:28.757172107696533 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1209 || Clusters count: 17 || Log posterior: -3909.921950568933 || Iter Time:0.01877307891845703 || 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count: 17 || Log posterior: -3872.791046849418 || Iter Time:0.018465042114257812 || Total time:28.92069697380066 Iteration: 1216 || Clusters count: 17 || Log posterior: -3860.913125362756 || Iter Time:0.023260116577148438 || Total time:28.943957090377808 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1217 || Clusters count: 17 || Log posterior: -3934.077405897864 || Iter Time:0.01746988296508789 || Total time:28.961426973342896 Iteration: 1218 || Clusters count: 17 || Log posterior: -3897.3796572620913 || Iter Time:0.02330493927001953 || Total time:28.984731912612915 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1219 || Clusters count: 17 || Log posterior: -3887.483313317167 || Iter Time:0.017885208129882812 || Total time:29.002617120742798 Iteration: 1220 || Clusters count: 17 || Log posterior: -3873.082015085713 || Iter Time:0.023506879806518555 || Total time:29.026124000549316 Loading and 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|| Log posterior: -3923.7224169688334 || Iter Time:0.018072128295898438 || Total time:30.3427472114563 Iteration: 1282 || Clusters count: 17 || Log posterior: -3889.85879672576 || Iter Time:0.02465987205505371 || Total time:30.367407083511353 Loading and distributing data: 0.000144 seconds (129 allocations: 13.227 KiB) Iteration: 1283 || Clusters count: 17 || Log posterior: -3907.9316943075696 || Iter Time:0.01866292953491211 || Total time:30.386070013046265 Iteration: 1284 || Clusters count: 17 || Log posterior: -3896.3652917187515 || Iter Time:0.022906064987182617 || Total time:30.408976078033447 Loading and distributing data: 0.000160 seconds (129 allocations: 13.195 KiB) Iteration: 1285 || Clusters count: 17 || Log posterior: -3846.734970334451 || Iter Time:0.018772125244140625 || Total time:30.427748203277588 Iteration: 1286 || Clusters count: 17 || Log posterior: -3843.7831021218312 || Iter Time:0.023730039596557617 || Total time:30.451478242874146 Loading and distributing data: 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|| Iter Time:0.02312493324279785 || Total time:31.04831099510193 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1315 || Clusters count: 17 || Log posterior: -3928.162279925027 || Iter Time:0.017464160919189453 || Total time:31.065775156021118 Iteration: 1316 || Clusters count: 17 || Log posterior: -3902.8607187854413 || Iter Time:0.02324199676513672 || Total time:31.089017152786255 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1317 || Clusters count: 17 || Log posterior: -3922.107966152097 || Iter Time:0.017356157302856445 || Total time:31.10637331008911 Iteration: 1318 || Clusters count: 17 || Log posterior: -3894.955251777771 || Iter Time:0.022251129150390625 || Total time:31.128624439239502 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1319 || Clusters count: 17 || Log posterior: -3888.0729785821113 || Iter Time:0.019782066345214844 || Total 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Iteration: 1364 || Clusters count: 16 || Log posterior: -3848.506632267665 || Iter Time:0.020676136016845703 || Total time:32.081414222717285 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1365 || Clusters count: 16 || Log posterior: -3881.914987343601 || Iter Time:0.017040014266967773 || Total time:32.09845423698425 Iteration: 1366 || Clusters count: 16 || Log posterior: -3873.1694607226054 || Iter Time:0.022429943084716797 || Total time:32.12088418006897 Loading and distributing data: 0.000163 seconds (129 allocations: 13.195 KiB) Iteration: 1367 || Clusters count: 16 || Log posterior: -3925.4257976046238 || Iter Time:0.016041040420532227 || Total time:32.1369252204895 Iteration: 1368 || Clusters count: 16 || Log posterior: -3904.6404171967533 || Iter Time:0.02149200439453125 || Total time:32.15841722488403 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1369 || Clusters count: 16 || Log posterior: 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Iteration: 1397 || Clusters count: 16 || Log posterior: -3915.1716330427507 || Iter Time:0.01774001121520996 || Total time:32.74182391166687 Iteration: 1398 || Clusters count: 16 || Log posterior: -3907.1189243974995 || Iter Time:0.022899150848388672 || Total time:32.76472306251526 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1399 || Clusters count: 16 || Log posterior: -3912.497560599718 || Iter Time:0.017195940017700195 || Total time:32.78191900253296 Iteration: 1400 || Clusters count: 16 || Log posterior: -3899.1943044523723 || Iter Time:0.022828102111816406 || Total time:32.804747104644775 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1401 || Clusters count: 16 || Log posterior: -3884.766306495474 || Iter Time:0.03941798210144043 || Total time:32.844165086746216 Iteration: 1402 || Clusters count: 16 || Log posterior: -3863.3907441968513 || Iter Time:0.022616863250732422 || Total 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16 || Log posterior: -3896.992879227776 || Iter Time:0.021963834762573242 || Total time:32.986193895339966 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1409 || Clusters count: 16 || Log posterior: -3932.0774032494437 || Iter Time:0.01771092414855957 || Total time:33.003904819488525 Iteration: 1410 || Clusters count: 16 || Log posterior: -3918.803096475697 || Iter Time:0.02222299575805664 || Total time:33.02612781524658 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1411 || Clusters count: 16 || Log posterior: -3953.9526943926494 || Iter Time:0.018118858337402344 || Total time:33.044246673583984 Iteration: 1412 || Clusters count: 16 || Log posterior: -3945.7247447236678 || Iter Time:0.0224149227142334 || Total time:33.06666159629822 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1413 || Clusters count: 16 || Log posterior: -3940.234124165004 || Iter 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Iteration: 1419 || Clusters count: 16 || Log posterior: -3861.2522600342036 || Iter Time:0.01706218719482422 || Total time:33.207993030548096 Iteration: 1420 || Clusters count: 16 || Log posterior: -3855.272821088829 || Iter Time:0.022368907928466797 || Total time:33.23036193847656 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1421 || Clusters count: 16 || Log posterior: -3890.4743412383023 || Iter Time:0.01768803596496582 || Total time:33.24804997444153 Iteration: 1422 || Clusters count: 16 || Log posterior: -3879.3279261660227 || Iter Time:0.022691965103149414 || Total time:33.27074193954468 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1423 || Clusters count: 16 || Log posterior: -3876.0791743904683 || Iter Time:0.01820683479309082 || Total time:33.28894877433777 Iteration: 1424 || Clusters count: 16 || Log posterior: -3874.3290959640954 || Iter Time:0.023739099502563477 || Total 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Iteration: 1441 || Clusters count: 16 || Log posterior: -3865.472707246785 || Iter Time:0.01743912696838379 || Total time:33.648054361343384 Iteration: 1442 || Clusters count: 16 || Log posterior: -3859.5237591446785 || Iter Time:0.0246429443359375 || Total time:33.67269730567932 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1443 || Clusters count: 16 || Log posterior: -3885.011735758051 || Iter Time:0.01985311508178711 || Total time:33.69255042076111 Iteration: 1444 || Clusters count: 16 || Log posterior: -3878.1804959138244 || Iter Time:0.024791955947875977 || Total time:33.717342376708984 Loading and distributing data: 0.000163 seconds (129 allocations: 13.195 KiB) Iteration: 1445 || Clusters count: 16 || Log posterior: -3931.9761506269297 || Iter Time:0.01719498634338379 || Total time:33.73453736305237 Iteration: 1446 || Clusters count: 16 || Log posterior: -3907.8586443668464 || Iter Time:0.02202010154724121 || Total 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|| Log posterior: -3865.444130470705 || Iter Time:0.042875051498413086 || Total time:33.89518332481384 Loading and distributing data: 0.000144 seconds (129 allocations: 13.227 KiB) Iteration: 1453 || Clusters count: 16 || Log posterior: -3905.576422799254 || Iter Time:0.01751399040222168 || Total time:33.912697315216064 Iteration: 1454 || Clusters count: 16 || Log posterior: -3885.021924892424 || Iter Time:0.022411823272705078 || Total time:33.93510913848877 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1455 || Clusters count: 16 || Log posterior: -3913.405163899928 || Iter Time:0.0164029598236084 || Total time:33.95151209831238 Iteration: 1456 || Clusters count: 16 || Log posterior: -3895.4035261749405 || Iter Time:0.022617101669311523 || Total time:33.97412919998169 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1457 || Clusters count: 16 || Log posterior: -3867.3075767405307 || Iter Time:0.019251108169555664 || Total time:33.993380308151245 Iteration: 1458 || Clusters count: 16 || Log posterior: -3863.427844839969 || Iter Time:0.023879051208496094 || Total time:34.01725935935974 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1459 || Clusters count: 16 || Log posterior: -3847.4336390531635 || Iter Time:0.018017053604125977 || Total time:34.03527641296387 Iteration: 1460 || Clusters count: 16 || Log posterior: -3840.9232996118717 || Iter Time:0.023075103759765625 || Total time:34.05835151672363 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1461 || Clusters count: 16 || Log posterior: -3855.4036959937166 || Iter Time:0.017975807189941406 || Total time:34.076327323913574 Iteration: 1462 || Clusters count: 16 || Log posterior: -3847.485409192849 || Iter Time:0.02177596092224121 || Total time:34.098103284835815 Loading and distributing data: 0.000163 seconds (129 allocations: 13.195 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|| Log posterior: -3884.364337724668 || Iter Time:0.023077964782714844 || Total time:34.340033769607544 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1475 || Clusters count: 16 || Log posterior: -3907.808757352338 || Iter Time:0.018110990524291992 || Total time:34.358144760131836 Iteration: 1476 || Clusters count: 16 || Log posterior: -3890.095748956749 || Iter Time:0.022515058517456055 || Total time:34.38065981864929 Loading and distributing data: 0.000174 seconds (129 allocations: 13.195 KiB) Iteration: 1477 || Clusters count: 16 || Log posterior: -3896.5712512555756 || Iter Time:0.04015493392944336 || Total time:34.420814752578735 Iteration: 1478 || Clusters count: 16 || Log posterior: -3886.408225969918 || Iter Time:0.02358388900756836 || Total time:34.444398641586304 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1479 || Clusters count: 16 || Log posterior: -3939.88054699627 || Iter 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Iteration: 1485 || Clusters count: 16 || Log posterior: -3944.143083257809 || Iter Time:0.017613887786865234 || Total time:34.58168601989746 Iteration: 1486 || Clusters count: 16 || Log posterior: -3924.4526110573024 || Iter Time:0.02166891098022461 || Total time:34.603354930877686 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1487 || Clusters count: 16 || Log posterior: -3895.468483227466 || Iter Time:0.01671004295349121 || Total time:34.62006497383118 Iteration: 1488 || Clusters count: 16 || Log posterior: -3878.1404214620925 || Iter Time:0.021901845932006836 || Total time:34.641966819763184 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1489 || Clusters count: 17 || Log posterior: -3884.7425437942215 || Iter Time:0.017461776733398438 || Total time:34.65942859649658 Iteration: 1490 || Clusters count: 17 || Log posterior: -3874.061597529712 || Iter Time:0.021649837493896484 || Total 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Iteration: 1507 || Clusters count: 17 || Log posterior: -3910.3102660296695 || Iter Time:0.01780414581298828 || Total time:35.03806781768799 Iteration: 1508 || Clusters count: 17 || Log posterior: -3886.905398414728 || Iter Time:0.024087905883789062 || Total time:35.06215572357178 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1509 || Clusters count: 17 || Log posterior: -3901.7319648995763 || Iter Time:0.01848888397216797 || Total time:35.080644607543945 Iteration: 1510 || Clusters count: 17 || Log posterior: -3881.7798567229383 || Iter Time:0.0226290225982666 || Total time:35.10327363014221 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1511 || Clusters count: 17 || Log posterior: -3887.6982242124136 || Iter Time:0.019243955612182617 || Total time:35.122517585754395 Iteration: 1512 || Clusters count: 17 || Log posterior: -3873.5799253443415 || Iter Time:0.023448944091796875 || Total 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16 || Log posterior: -3869.799994154477 || Iter Time:0.02368903160095215 || Total time:35.26967144012451 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1519 || Clusters count: 16 || Log posterior: -3872.0360729845356 || Iter Time:0.018139123916625977 || Total time:35.28781056404114 Iteration: 1520 || Clusters count: 16 || Log posterior: -3864.184116035032 || Iter Time:0.022983074188232422 || Total time:35.31079363822937 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1521 || Clusters count: 16 || Log posterior: -3840.1147792488096 || Iter Time:0.017889976501464844 || Total time:35.328683614730835 Iteration: 1522 || Clusters count: 16 || Log posterior: -3829.833308046945 || Iter Time:0.022127866744995117 || Total time:35.35081148147583 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1523 || Clusters count: 16 || Log posterior: -3930.383351324768 || Iter 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Iteration: 1529 || Clusters count: 16 || Log posterior: -3913.7059079708943 || Iter Time:0.01694512367248535 || Total time:35.507869482040405 Iteration: 1530 || Clusters count: 16 || Log posterior: -3891.4028651208796 || Iter Time:0.021524906158447266 || Total time:35.52939438819885 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1531 || Clusters count: 16 || Log posterior: -3953.737330941115 || Iter Time:0.016657114028930664 || Total time:35.54605150222778 Iteration: 1532 || Clusters count: 16 || Log posterior: -3940.4887703037693 || Iter Time:0.022063016891479492 || Total time:35.56811451911926 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1533 || Clusters count: 16 || Log posterior: -3952.9440504687827 || Iter Time:0.016392946243286133 || Total time:35.58450746536255 Iteration: 1534 || Clusters count: 16 || Log posterior: -3945.0251941739834 || Iter Time:0.02054905891418457 || Total 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16 || Log posterior: -3817.8358995567623 || Iter Time:0.023102998733520508 || Total time:35.728840589523315 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1541 || Clusters count: 16 || Log posterior: -3871.7436228129063 || Iter Time:0.01778697967529297 || Total time:35.74662756919861 Iteration: 1542 || Clusters count: 16 || Log posterior: -3859.540199382963 || Iter Time:0.023049116134643555 || Total time:35.76967668533325 Loading and distributing data: 0.000140 seconds (139 allocations: 13.508 KiB) Iteration: 1543 || Clusters count: 16 || Log posterior: -3903.9644588787487 || Iter Time:0.018405914306640625 || Total time:35.78808259963989 Iteration: 1544 || Clusters count: 16 || Log posterior: -3874.059736526051 || Iter Time:0.02399301528930664 || Total time:35.8120756149292 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1545 || Clusters count: 16 || Log posterior: -3876.8704520756455 || Iter 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KiB) Iteration: 1573 || Clusters count: 16 || Log posterior: -3872.363682343709 || Iter Time:0.016842126846313477 || Total time:36.42482113838196 Iteration: 1574 || Clusters count: 16 || Log posterior: -3866.177400569605 || Iter Time:0.021671056747436523 || Total time:36.446492195129395 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1575 || Clusters count: 16 || Log posterior: -3872.102415747137 || Iter Time:0.017328977584838867 || Total time:36.46382117271423 Iteration: 1576 || Clusters count: 16 || Log posterior: -3858.525990786585 || Iter Time:0.022469043731689453 || Total time:36.48629021644592 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1577 || Clusters count: 16 || Log posterior: -3895.92847899597 || Iter Time:0.01714777946472168 || Total time:36.503437995910645 Iteration: 1578 || Clusters count: 16 || Log posterior: -3880.26625204807 || Iter Time:0.02195906639099121 || Total 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Iteration: 1617 || Clusters count: 16 || Log posterior: -3941.2781041410663 || Iter Time:0.017879962921142578 || Total time:37.3342809677124 Iteration: 1618 || Clusters count: 16 || Log posterior: -3917.465957571414 || Iter Time:0.022354841232299805 || Total time:37.3566358089447 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1619 || Clusters count: 16 || Log posterior: -3919.2514507103488 || Iter Time:0.016759872436523438 || Total time:37.373395681381226 Iteration: 1620 || Clusters count: 16 || Log posterior: -3907.9201389218665 || Iter Time:0.022082090377807617 || Total time:37.39547777175903 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1621 || Clusters count: 16 || Log posterior: -3903.4397980445897 || Iter Time:0.016201019287109375 || Total time:37.41167879104614 Iteration: 1622 || Clusters count: 16 || Log posterior: -3891.8312188235072 || Iter Time:0.021600008010864258 || Total 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Iteration: 1639 || Clusters count: 16 || Log posterior: -3913.3070571923545 || Iter Time:0.01751995086669922 || Total time:37.78772950172424 Iteration: 1640 || Clusters count: 16 || Log posterior: -3905.103358473473 || Iter Time:0.022435903549194336 || Total time:37.81016540527344 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1641 || Clusters count: 16 || Log posterior: -3920.732152777233 || Iter Time:0.016787052154541016 || Total time:37.82695245742798 Iteration: 1642 || Clusters count: 16 || Log posterior: -3915.5543404171476 || Iter Time:0.02672600746154785 || Total time:37.853678464889526 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1643 || Clusters count: 16 || Log posterior: -3884.886665907732 || Iter Time:0.01753401756286621 || Total time:37.87121248245239 Iteration: 1644 || Clusters count: 16 || Log posterior: -3868.5935520304292 || Iter Time:0.022432804107666016 || Total 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Iteration: 1661 || Clusters count: 17 || Log posterior: -3899.4237107454233 || Iter Time:0.01838397979736328 || Total time:38.258949279785156 Iteration: 1662 || Clusters count: 17 || Log posterior: -3894.631396276886 || Iter Time:0.0238339900970459 || Total time:38.2827832698822 Loading and distributing data: 0.000159 seconds (129 allocations: 13.195 KiB) Iteration: 1663 || Clusters count: 17 || Log posterior: -3892.5998266917163 || Iter Time:0.01790904998779297 || Total time:38.300692319869995 Iteration: 1664 || Clusters count: 17 || Log posterior: -3875.906293971901 || Iter Time:0.02257704734802246 || Total time:38.32326936721802 Loading and distributing data: 0.000141 seconds (134 allocations: 13.352 KiB) Iteration: 1665 || Clusters count: 17 || Log posterior: -3851.5100996537717 || Iter Time:0.01791095733642578 || Total time:38.34118032455444 Iteration: 1666 || Clusters count: 17 || Log posterior: -3844.042798355507 || Iter Time:0.02293992042541504 || Total time:38.36412024497986 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Iteration: 1700 || Clusters count: 16 || Log posterior: -3879.655539493917 || Iter Time:0.02147507667541504 || Total time:39.06108045578003 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1701 || Clusters count: 16 || Log posterior: -3873.3706666866765 || Iter Time:0.01660919189453125 || Total time:39.07768964767456 Iteration: 1702 || Clusters count: 16 || Log posterior: -3868.902402453069 || Iter Time:0.020647048950195312 || Total time:39.098336696624756 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1703 || Clusters count: 16 || Log posterior: -3931.1695164395796 || Iter Time:0.016724109649658203 || Total time:39.115060806274414 Iteration: 1704 || Clusters count: 16 || Log posterior: -3902.9697498757005 || Iter Time:0.021576881408691406 || Total time:39.136637687683105 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1705 || Clusters count: 16 || Log posterior: 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Iteration: 1733 || Clusters count: 16 || Log posterior: -3862.929736619418 || Iter Time:0.018177032470703125 || Total time:39.737072706222534 Iteration: 1734 || Clusters count: 16 || Log posterior: -3850.8018953966866 || Iter Time:0.023679018020629883 || Total time:39.760751724243164 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1735 || Clusters count: 16 || Log posterior: -3893.2223561486253 || Iter Time:0.017963886260986328 || Total time:39.77871561050415 Iteration: 1736 || Clusters count: 16 || Log posterior: -3876.1334766359205 || Iter Time:0.022958993911743164 || Total time:39.801674604415894 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1737 || Clusters count: 17 || Log posterior: -3916.1816290586066 || Iter Time:0.06820797920227051 || Total time:39.869882583618164 Iteration: 1738 || Clusters count: 17 || Log posterior: -3901.6330118785736 || Iter Time:0.02234196662902832 || Total 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17 || Log posterior: -3907.8170748421608 || Iter Time:0.022340059280395508 || Total time:40.00405740737915 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1745 || Clusters count: 17 || Log posterior: -3939.6820021898707 || Iter Time:0.017527103424072266 || Total time:40.02158451080322 Iteration: 1746 || Clusters count: 17 || Log posterior: -3915.83844185562 || Iter Time:0.023581981658935547 || Total time:40.04516649246216 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1747 || Clusters count: 17 || Log posterior: -3870.929467570733 || Iter Time:0.019759178161621094 || Total time:40.06492567062378 Iteration: 1748 || Clusters count: 17 || Log posterior: -3866.029967030239 || Iter Time:0.023171186447143555 || Total time:40.08809685707092 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1749 || Clusters count: 17 || Log posterior: -3917.8951331727167 || Iter 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Iteration: 1755 || Clusters count: 17 || Log posterior: -3940.8859027983385 || Iter Time:0.018441200256347656 || Total time:40.229411125183105 Iteration: 1756 || Clusters count: 17 || Log posterior: -3919.3698990239827 || Iter Time:0.02394700050354004 || Total time:40.253358125686646 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1757 || Clusters count: 17 || Log posterior: -3916.53414291035 || Iter Time:0.017843008041381836 || Total time:40.27120113372803 Iteration: 1758 || Clusters count: 17 || Log posterior: -3897.924936541516 || Iter Time:0.024281024932861328 || Total time:40.29548215866089 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1759 || Clusters count: 17 || Log posterior: -3924.6425333999005 || Iter Time:0.018774986267089844 || Total time:40.31425714492798 Iteration: 1760 || Clusters count: 17 || Log posterior: -3907.768298649565 || Iter Time:0.024744033813476562 || Total 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17 || Log posterior: -3913.246792654337 || Iter Time:0.024290084838867188 || Total time:40.46963810920715 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1767 || Clusters count: 17 || Log posterior: -3918.8413740363308 || Iter Time:0.04165792465209961 || Total time:40.51129603385925 Iteration: 1768 || Clusters count: 17 || Log posterior: -3898.19512761343 || Iter Time:0.02335190773010254 || Total time:40.534647941589355 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1769 || Clusters count: 17 || Log posterior: -3955.5773391922858 || Iter Time:0.019253015518188477 || Total time:40.553900957107544 Iteration: 1770 || Clusters count: 17 || Log posterior: -3942.2421098179593 || Iter Time:0.022204875946044922 || Total time:40.57610583305359 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1771 || Clusters count: 17 || Log posterior: -3921.759856552573 || Iter 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Iteration: 1777 || Clusters count: 16 || Log posterior: -3920.349519877988 || Iter Time:0.01994490623474121 || Total time:40.71523451805115 Iteration: 1778 || Clusters count: 16 || Log posterior: -3906.888718736461 || Iter Time:0.023908138275146484 || Total time:40.739142656326294 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1779 || Clusters count: 16 || Log posterior: -3919.5684331855336 || Iter Time:0.018681049346923828 || Total time:40.75782370567322 Iteration: 1780 || Clusters count: 16 || Log posterior: -3899.079285249645 || Iter Time:0.02063298225402832 || Total time:40.778456687927246 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1781 || Clusters count: 16 || Log posterior: -3898.763507543341 || Iter Time:0.016630172729492188 || Total time:40.79508686065674 Iteration: 1782 || Clusters count: 16 || Log posterior: -3879.190756846452 || Iter Time:0.02228713035583496 || Total 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|| Log posterior: -3964.783340012429 || Iter Time:0.02259993553161621 || Total time:40.93603324890137 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1789 || Clusters count: 16 || Log posterior: -3954.8652608258053 || Iter Time:0.019160985946655273 || Total time:40.95519423484802 Iteration: 1790 || Clusters count: 16 || Log posterior: -3942.2707650359234 || Iter Time:0.022997140884399414 || Total time:40.97819137573242 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1791 || Clusters count: 16 || Log posterior: -3960.4731385436935 || Iter Time:0.01728510856628418 || Total time:40.995476484298706 Iteration: 1792 || Clusters count: 16 || Log posterior: -3940.442461811903 || Iter Time:0.02263617515563965 || Total time:41.018112659454346 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1793 || Clusters count: 16 || Log posterior: -3942.1875540578103 || Iter 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Iteration: 1799 || Clusters count: 16 || Log posterior: -3924.2549159338014 || Iter Time:0.017143964767456055 || Total time:41.17856454849243 Iteration: 1800 || Clusters count: 16 || Log posterior: -3913.906288219904 || Iter Time:0.021377086639404297 || Total time:41.199941635131836 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1801 || Clusters count: 16 || Log posterior: -3920.2574617688642 || Iter Time:0.017245054244995117 || Total time:41.21718668937683 Iteration: 1802 || Clusters count: 16 || Log posterior: -3914.511156863344 || Iter Time:0.022568941116333008 || Total time:41.239755630493164 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1803 || Clusters count: 16 || Log posterior: -3955.6521577491812 || Iter Time:0.017277002334594727 || Total time:41.25703263282776 Iteration: 1804 || Clusters count: 16 || Log posterior: -3931.423092454652 || Iter Time:0.021912097930908203 || Total 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|| Log posterior: -3935.2292679918905 || Iter Time:0.021219968795776367 || Total time:41.849547386169434 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1833 || Clusters count: 16 || Log posterior: -3965.018160386025 || Iter Time:0.01635599136352539 || Total time:41.86590337753296 Iteration: 1834 || Clusters count: 16 || Log posterior: -3945.3089248913143 || Iter Time:0.021631956100463867 || Total time:41.88753533363342 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1835 || Clusters count: 16 || Log posterior: -3953.0599364858567 || Iter Time:0.01695108413696289 || Total time:41.904486417770386 Iteration: 1836 || Clusters count: 16 || Log posterior: -3939.940489270503 || Iter Time:0.02135610580444336 || Total time:41.92584252357483 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1837 || Clusters count: 16 || Log posterior: -3949.404616521462 || Iter 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Iteration: 1843 || Clusters count: 16 || Log posterior: -3924.828907763627 || Iter Time:0.016525983810424805 || Total time:42.05600142478943 Iteration: 1844 || Clusters count: 16 || Log posterior: -3899.790152928475 || Iter Time:0.023186922073364258 || Total time:42.07918834686279 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 16 || Log posterior: -3889.733745020392 || Iter Time:0.02200603485107422 || Total time:42.10119438171387 Iteration: 1846 || Clusters count: 16 || Log posterior: -3874.113269275958 || Iter Time:0.021502971649169922 || Total time:42.12269735336304 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 16 || Log posterior: -3958.583871771994 || Iter Time:0.01705789566040039 || Total time:42.13975524902344 Iteration: 1848 || Clusters count: 16 || Log posterior: -3945.1861892912443 || Iter Time:0.02151012420654297 || Total time:42.16126537322998 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 16 || Log posterior: -3959.924884297659 || Iter Time:0.0162961483001709 || Total time:42.17756152153015 Iteration: 1850 || Clusters count: 16 || Log posterior: -3943.546442048872 || Iter Time:0.044161081314086914 || Total time:42.22172260284424 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 16 || Log posterior: -3912.882197998629 || Iter Time:0.017892837524414062 || Total time:42.23961544036865 Iteration: 1852 || Clusters count: 16 || Log posterior: -3891.1946743672447 || Iter Time:0.02134108543395996 || Total time:42.26095652580261 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 16 || Log posterior: -3930.5576037430915 || Iter Time:0.015580892562866211 || Total time:42.27653741836548 Iteration: 1854 || Clusters count: 16 || Log posterior: -3918.017469478276 || Iter Time:0.022488832473754883 || Total time:42.29902625083923 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 16 || Log posterior: -3958.0362079862957 || Iter Time:0.020498991012573242 || Total time:42.31952524185181 Iteration: 1856 || Clusters count: 16 || Log posterior: -3948.6011561627015 || Iter Time:0.023828983306884766 || Total time:42.34335422515869 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 16 || Log posterior: -3923.2751756994835 || Iter Time:0.017531871795654297 || Total time:42.360886096954346 Iteration: 1858 || Clusters count: 16 || Log posterior: -3911.223209359951 || Iter Time:0.02226996421813965 || Total time:42.383156061172485 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 16 || Log posterior: -3918.9907710816947 || Iter Time:0.01661396026611328 || Total time:42.3997700214386 Iteration: 1860 || Clusters count: 16 || Log posterior: -3903.3124774613375 || Iter Time:0.02258610725402832 || Total time:42.42235612869263 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 16 || Log posterior: -3881.575474642497 || Iter Time:0.016631126403808594 || Total time:42.438987255096436 Iteration: 1862 || Clusters count: 16 || Log posterior: -3874.1507532602786 || Iter Time:0.02237987518310547 || Total time:42.46136713027954 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 16 || Log posterior: -3890.1472640278093 || Iter Time:0.017764806747436523 || Total time:42.47913193702698 Iteration: 1864 || Clusters count: 16 || Log posterior: -3873.9185603081473 || Iter Time:0.021756887435913086 || Total time:42.50088882446289 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 16 || Log posterior: -3881.083830064024 || Iter Time:0.025443077087402344 || Total time:42.52633190155029 Iteration: 1866 || Clusters count: 16 || Log posterior: -3875.435778613231 || Iter Time:0.030230045318603516 || Total time:42.5565619468689 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 16 || Log posterior: -3891.9904768403517 || Iter Time:0.02801203727722168 || Total time:42.58457398414612 Iteration: 1868 || Clusters count: 16 || Log posterior: -3886.0192148848914 || Iter Time:0.024431943893432617 || Total time:42.60900592803955 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 16 || Log posterior: -3919.9973490518437 || Iter Time:0.016563892364501953 || Total time:42.62556982040405 Iteration: 1870 || Clusters count: 16 || Log posterior: -3905.407311534674 || Iter Time:0.023355960845947266 || Total time:42.64892578125 Loading and distributing 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Iter Time:0.02556300163269043 || Total time:42.778597831726074 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 16 || Log posterior: -3913.144001183137 || Iter Time:0.02190399169921875 || Total time:42.80050182342529 Iteration: 1878 || Clusters count: 16 || Log posterior: -3906.8600215368574 || Iter Time:0.0533292293548584 || Total time:42.85383105278015 Loading and distributing data: 0.000131 seconds (129 allocations: 13.227 KiB) Iteration: 1879 || Clusters count: 16 || Log posterior: -3913.721825701235 || Iter Time:0.0193939208984375 || Total time:42.87322497367859 Iteration: 1880 || Clusters count: 16 || Log posterior: -3891.0612174336516 || Iter Time:0.027514934539794922 || Total time:42.900739908218384 Loading and distributing data: 0.000132 seconds (129 allocations: 13.227 KiB) Iteration: 1881 || Clusters count: 16 || Log posterior: -3937.3455404973834 || Iter Time:0.019297122955322266 || Total time:42.920037031173706 Iteration: 1882 || Clusters count: 16 || Log posterior: -3928.5149582867075 || Iter Time:0.026281118392944336 || Total time:42.94631814956665 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 16 || Log posterior: -3940.2055488883357 || Iter Time:0.020601987838745117 || Total time:42.966920137405396 Iteration: 1884 || Clusters count: 16 || Log posterior: -3930.40251277566 || Iter Time:0.020654916763305664 || Total time:42.9875750541687 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 16 || Log posterior: -3926.4158620470193 || Iter Time:0.016062021255493164 || Total time:43.003637075424194 Iteration: 1886 || Clusters count: 16 || Log posterior: -3919.8520118160254 || Iter Time:0.02366495132446289 || Total time:43.02730202674866 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 16 || Log posterior: -3930.1241754625175 || Iter Time:0.019707202911376953 || Total time:43.047009229660034 Iteration: 1888 || Clusters count: 16 || Log posterior: -3897.297021143075 || Iter Time:0.027079105377197266 || Total time:43.07408833503723 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 16 || Log posterior: -3875.341483566425 || Iter Time:0.022732973098754883 || Total time:43.096821308135986 Iteration: 1890 || Clusters count: 16 || Log posterior: -3871.2467453009326 || Iter Time:0.026747941970825195 || Total time:43.12356925010681 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 16 || Log posterior: -3889.9500099980573 || Iter Time:0.022762060165405273 || Total time:43.14633131027222 Iteration: 1892 || Clusters count: 16 || Log posterior: -3883.357098411518 || Iter Time:0.024209022521972656 || Total time:43.17054033279419 Loading and distributing 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Time:0.02746891975402832 || Total time:43.317389249801636 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 16 || Log posterior: -3971.969942268441 || Iter Time:0.02132105827331543 || Total time:43.33871030807495 Iteration: 1900 || Clusters count: 16 || Log posterior: -3953.958440165216 || Iter Time:0.029168128967285156 || Total time:43.367878437042236 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 16 || Log posterior: -3963.934267581733 || Iter Time:0.021100997924804688 || Total time:43.38897943496704 Iteration: 1902 || Clusters count: 16 || Log posterior: -3959.0101084246176 || Iter Time:0.02637314796447754 || Total time:43.41535258293152 Loading and distributing data: 0.000176 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 16 || Log posterior: -3949.4731371379016 || Iter Time:0.018806934356689453 || Total time:43.43415951728821 Iteration: 1904 || Clusters count: 16 || Log posterior: -3920.573483941514 || Iter Time:0.020778894424438477 || Total time:43.45493841171265 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 16 || Log posterior: -3972.19292583573 || Iter Time:0.020483016967773438 || Total time:43.47542142868042 Iteration: 1906 || Clusters count: 16 || Log posterior: -3956.04021458907 || Iter Time:0.051174163818359375 || Total time:43.52659559249878 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 16 || Log posterior: -4008.0387352198372 || Iter Time:0.01719808578491211 || Total time:43.54379367828369 Iteration: 1908 || Clusters count: 16 || Log posterior: -3980.8692834578464 || Iter Time:0.027808189392089844 || Total time:43.57160186767578 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 16 || Log posterior: -3951.1400450140577 || Iter Time:0.020390033721923828 || Total time:43.591991901397705 Iteration: 1910 || Clusters count: 16 || Log posterior: -3944.533327880265 || Iter Time:0.029022932052612305 || Total time:43.62101483345032 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 16 || Log posterior: -3908.426758267194 || Iter Time:0.016767024993896484 || Total time:43.637781858444214 Iteration: 1912 || Clusters count: 16 || Log posterior: -3902.445190802768 || Iter Time:0.022806882858276367 || Total time:43.66058874130249 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 16 || Log posterior: -3900.361147882369 || Iter Time:0.01731109619140625 || Total time:43.6778998374939 Iteration: 1914 || Clusters count: 16 || Log posterior: -3890.2279948066803 || Iter Time:0.025377988815307617 || Total time:43.703277826309204 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 16 || Log posterior: -3883.74490492049 || Iter Time:0.020266056060791016 || Total time:43.723543882369995 Iteration: 1916 || Clusters count: 16 || Log posterior: -3867.997778659947 || Iter Time:0.02492809295654297 || Total time:43.74847197532654 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 16 || Log posterior: -3928.242084160132 || Iter Time:0.0201418399810791 || Total time:43.76861381530762 Iteration: 1918 || Clusters count: 16 || Log posterior: -3919.50537039651 || Iter Time:0.024489164352416992 || Total time:43.793102979660034 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 16 || Log posterior: -3928.5711084115287 || Iter Time:0.020936965942382812 || Total time:43.81403994560242 Iteration: 1920 || Clusters count: 16 || Log posterior: -3911.990811471342 || Iter Time:0.02329421043395996 || Total time:43.83733415603638 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 16 || Log posterior: -3960.055861329353 || Iter Time:0.020376920700073242 || Total time:43.85771107673645 Iteration: 1922 || Clusters count: 16 || Log posterior: -3936.062605228875 || Iter Time:0.0231478214263916 || Total time:43.88085889816284 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 16 || Log posterior: -3955.340704894918 || Iter Time:0.019678831100463867 || Total time:43.900537729263306 Iteration: 1924 || Clusters count: 16 || Log posterior: -3940.368855032389 || Iter Time:0.031314849853515625 || Total time:43.93185257911682 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 16 || Log posterior: -3971.136361319393 || Iter Time:0.016955852508544922 || Total time:43.948808431625366 Iteration: 1926 || Clusters count: 16 || Log posterior: -3959.723597594211 || Iter Time:0.027542829513549805 || Total time:43.976351261138916 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 16 || Log posterior: -3967.4195647664333 || Iter Time:0.021611928939819336 || Total time:43.997963190078735 Iteration: 1928 || Clusters count: 16 || Log posterior: -3943.048706379102 || Iter Time:0.028640031814575195 || Total time:44.02660322189331 Loading and distributing data: 0.000474 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 16 || Log posterior: -3956.485072291039 || Iter Time:0.01986098289489746 || Total time:44.04646420478821 Iteration: 1930 || Clusters count: 16 || Log posterior: -3950.1611934699163 || Iter Time:0.02519392967224121 || Total time:44.07165813446045 Loading and distributing data: 0.000159 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 16 || Log posterior: -3917.630095302928 || Iter Time:0.02102804183959961 || Total time:44.09268617630005 Iteration: 1932 || Clusters count: 16 || Log posterior: -3907.593399367512 || Iter Time:0.02609992027282715 || Total time:44.118786096572876 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 17 || Log posterior: -3901.464923133528 || Iter Time:0.024126052856445312 || Total time:44.14291214942932 Iteration: 1934 || Clusters count: 17 || Log posterior: -3874.3797825347174 || Iter Time:0.0275418758392334 || Total time:44.170454025268555 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 17 || Log posterior: -3879.902289978081 || Iter Time:0.0558168888092041 || Total time:44.22627091407776 Iteration: 1936 || Clusters count: 17 || Log posterior: -3868.523985877342 || Iter Time:0.024415969848632812 || Total time:44.25068688392639 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 17 || Log posterior: -3868.0736292976903 || Iter Time:0.019034862518310547 || Total time:44.2697217464447 Iteration: 1938 || Clusters count: 17 || Log posterior: -3858.060812173297 || Iter Time:0.02485203742980957 || Total time:44.29457378387451 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 17 || Log posterior: -3914.583793335465 || Iter Time:0.01848006248474121 || Total time:44.31305384635925 Iteration: 1940 || Clusters count: 17 || Log posterior: -3895.0243013626878 || Iter Time:0.02555394172668457 || Total time:44.33860778808594 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 17 || Log posterior: -3917.700504631855 || Iter Time:0.01902294158935547 || Total time:44.35763072967529 Iteration: 1942 || Clusters count: 17 || Log posterior: -3903.91286909621 || Iter Time:0.024517059326171875 || Total time:44.382147789001465 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 18 || Log posterior: -3912.0391663652276 || Iter Time:0.01993107795715332 || Total time:44.40207886695862 Iteration: 1944 || Clusters count: 18 || Log posterior: -3903.684351607442 || Iter Time:0.025297164916992188 || Total time:44.42737603187561 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 18 || Log posterior: -3898.059854606976 || Iter Time:0.022205114364624023 || Total time:44.449581146240234 Iteration: 1946 || Clusters count: 18 || Log posterior: -3883.0079223838084 || Iter Time:0.024477005004882812 || Total time:44.47405815124512 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 17 || Log posterior: -3907.8906208709645 || Iter Time:0.022593021392822266 || Total time:44.49665117263794 Iteration: 1948 || Clusters count: 17 || Log posterior: -3894.337502362799 || Iter Time:0.02501201629638672 || Total time:44.521663188934326 Loading and distributing data: 0.000158 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 17 || Log posterior: -3910.471674537554 || Iter Time:0.019430160522460938 || Total time:44.54109334945679 Iteration: 1950 || Clusters count: 17 || Log posterior: -3887.525424939821 || Iter Time:0.026552200317382812 || Total time:44.56764554977417 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 17 || Log posterior: -3923.1253334821636 || Iter Time:0.018047094345092773 || Total time:44.58569264411926 Iteration: 1952 || Clusters count: 17 || Log posterior: -3884.565794321408 || Iter Time:0.024659156799316406 || Total time:44.61035180091858 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 17 || Log posterior: -3916.215997612738 || Iter Time:0.020830869674682617 || Total time:44.63118267059326 Iteration: 1954 || Clusters count: 17 || Log posterior: -3896.5793906418353 || Iter Time:0.025596141815185547 || Total time:44.65677881240845 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 17 || Log posterior: -3943.8231928020637 || Iter Time:0.019489049911499023 || Total time:44.676267862319946 Iteration: 1956 || Clusters count: 17 || Log posterior: -3935.479608413741 || Iter Time:0.023621082305908203 || Total time:44.699888944625854 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 17 || Log posterior: -3938.683805529867 || Iter Time:0.01905989646911621 || Total time:44.71894884109497 Iteration: 1958 || Clusters count: 17 || Log posterior: -3918.549750101393 || Iter Time:0.032377004623413086 || Total time:44.751325845718384 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 17 || Log posterior: -3959.7772217524293 || Iter Time:0.022370100021362305 || Total time:44.773695945739746 Iteration: 1960 || Clusters count: 17 || Log posterior: -3921.6886592635724 || Iter Time:0.02920699119567871 || Total time:44.802902936935425 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 17 || Log posterior: -3951.4347375591874 || Iter Time:0.02303910255432129 || Total time:44.825942039489746 Iteration: 1962 || Clusters count: 17 || Log posterior: -3935.0214701658847 || Iter Time:0.024194955825805664 || Total time:44.85013699531555 Loading and distributing data: 0.000181 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 18 || Log posterior: -4016.524033279102 || Iter Time:0.020534992218017578 || Total time:44.87067198753357 Iteration: 1964 || Clusters count: 18 || Log posterior: -3968.4488625429863 || Iter Time:0.04827594757080078 || Total time:44.91894793510437 Loading and distributing data: 0.000142 seconds (129 allocations: 13.227 KiB) Iteration: 1965 || Clusters count: 16 || Log posterior: -3974.176957705468 || Iter Time:0.017618894577026367 || Total time:44.9365668296814 Iteration: 1966 || Clusters count: 16 || Log posterior: -3966.0871104429393 || Iter Time:0.02218794822692871 || Total time:44.958754777908325 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 16 || Log posterior: -3960.64191768909 || Iter Time:0.017560958862304688 || Total time:44.97631573677063 Iteration: 1968 || Clusters count: 16 || Log posterior: -3956.263049643843 || Iter Time:0.021975994110107422 || Total time:44.99829173088074 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 16 || Log posterior: -3932.2187429843866 || Iter Time:0.017692089080810547 || Total time:45.01598381996155 Iteration: 1970 || Clusters count: 16 || Log posterior: -3921.217073332164 || Iter Time:0.021870136260986328 || Total time:45.037853956222534 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 16 || Log posterior: -3943.7933805983157 || Iter Time:0.01671910285949707 || Total time:45.05457305908203 Iteration: 1972 || Clusters count: 16 || Log posterior: -3914.468080929397 || Iter Time:0.02199101448059082 || Total time:45.07656407356262 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 16 || Log posterior: -3941.8659186129003 || Iter Time:0.017541885375976562 || Total time:45.0941059589386 Iteration: 1974 || Clusters count: 16 || Log posterior: -3928.123664847671 || Iter Time:0.022462129592895508 || Total time:45.116568088531494 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 16 || Log posterior: -3994.2055778926947 || Iter Time:0.01666712760925293 || Total time:45.13323521614075 Iteration: 1976 || Clusters count: 16 || Log posterior: -3960.6567136848776 || Iter Time:0.021589040756225586 || Total time:45.15482425689697 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 16 || Log posterior: -3971.933838279581 || Iter Time:0.017061948776245117 || Total time:45.17188620567322 Iteration: 1978 || Clusters count: 16 || Log posterior: -3950.460777591417 || Iter Time:0.02209615707397461 || Total time:45.19398236274719 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 16 || Log posterior: -3956.11371187374 || Iter Time:0.01712799072265625 || Total time:45.21111035346985 Iteration: 1980 || Clusters count: 16 || Log posterior: -3933.0429087977113 || Iter Time:0.022243976593017578 || Total time:45.233354330062866 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 16 || Log posterior: -3965.512433057625 || Iter Time:0.016915082931518555 || Total time:45.250269412994385 Iteration: 1982 || Clusters count: 16 || Log posterior: -3945.107809668251 || Iter Time:0.0224761962890625 || Total time:45.27274560928345 Loading and distributing data: 0.000162 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 16 || Log posterior: -3941.5540525424217 || Iter Time:0.01985788345336914 || Total time:45.292603492736816 Iteration: 1984 || Clusters count: 16 || Log posterior: -3930.273871017958 || Iter Time:0.02290797233581543 || Total time:45.31551146507263 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 16 || Log posterior: -3973.521221974955 || Iter Time:0.0181121826171875 || Total time:45.33362364768982 Iteration: 1986 || Clusters count: 16 || Log posterior: -3959.3640096709664 || Iter Time:0.02277398109436035 || Total time:45.35639762878418 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 16 || Log posterior: -3923.337421466856 || Iter Time:0.017355918884277344 || Total time:45.37375354766846 Iteration: 1988 || Clusters count: 16 || Log posterior: -3903.7666880287366 || Iter Time:0.023313045501708984 || Total time:45.397066593170166 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 16 || Log posterior: -3855.1552078847503 || Iter Time:0.016688108444213867 || Total time:45.41375470161438 Iteration: 1990 || Clusters count: 16 || Log posterior: -3846.9044485763284 || Iter Time:0.021136999130249023 || Total time:45.43489170074463 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 16 || Log posterior: -3865.186254362518 || Iter Time:0.016407012939453125 || Total time:45.45129871368408 Iteration: 1992 || Clusters count: 16 || Log posterior: -3852.556770685604 || Iter Time:0.021636962890625 || Total time:45.47293567657471 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 16 || Log posterior: -3853.5687226679215 || Iter Time:0.016436100006103516 || Total time:45.48937177658081 Iteration: 1994 || Clusters count: 16 || Log posterior: -3850.1297395154866 || Iter Time:0.04445981979370117 || Total time:45.53383159637451 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 16 || Log posterior: -3893.5267640564075 || Iter Time:0.01756000518798828 || Total time:45.5513916015625 Iteration: 1996 || Clusters count: 16 || Log posterior: -3887.4599631717824 || Iter Time:0.022124052047729492 || Total time:45.57351565361023 Loading and distributing data: 0.000161 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 16 || Log posterior: -3991.1571008409387 || Iter Time:0.017036914825439453 || Total time:45.59055256843567 Iteration: 1998 || Clusters count: 16 || Log posterior: -3975.3092920600734 || Iter Time:0.021480798721313477 || Total time:45.61203336715698 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 16 || Log posterior: -4018.51352297489 || Iter Time:0.015938997268676758 || Total time:45.62797236442566 Iteration: 2000 || Clusters count: 16 || Log posterior: -3998.2046189460148 || Iter Time:0.02119612693786621 || Total time:45.649168491363525 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 16 || Log posterior: -3971.4509477232555 || Iter Time:0.021804094314575195 || Total time:45.6709725856781 Iteration: 2002 || Clusters count: 16 || Log posterior: -3944.9378439265624 || Iter Time:0.02971816062927246 || Total time:45.70069074630737 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 16 || Log posterior: -3927.726505375744 || Iter Time:0.024959087371826172 || Total time:45.7256498336792 Iteration: 2004 || Clusters count: 16 || Log posterior: -3919.0933869525393 || Iter Time:0.03290605545043945 || Total time:45.75855588912964 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 16 || Log posterior: -3962.5178603269765 || Iter Time:0.017776012420654297 || Total time:45.77633190155029 Iteration: 2006 || Clusters count: 16 || Log posterior: -3940.1603373167895 || Iter Time:0.02297186851501465 || Total time:45.79930377006531 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 16 || Log posterior: -3994.5420693514766 || Iter Time:0.027984142303466797 || Total time:45.827287912368774 Iteration: 2008 || Clusters count: 16 || Log posterior: -3977.479670505049 || Iter Time:0.029040098190307617 || Total time:45.85632801055908 Loading and distributing data: 0.000358 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 16 || Log posterior: -3931.501993133144 || Iter Time:0.027524948120117188 || Total time:45.8838529586792 Iteration: 2010 || Clusters count: 16 || Log posterior: -3920.8625835374237 || Iter Time:0.03347897529602051 || Total time:45.91733193397522 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 16 || Log posterior: -4005.239981778163 || Iter Time:0.017978906631469727 || Total time:45.93531084060669 Iteration: 2012 || Clusters count: 16 || Log posterior: -3996.315639437235 || Iter Time:0.024258136749267578 || Total time:45.95956897735596 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 16 || Log posterior: -4031.449804459177 || Iter Time:0.031343936920166016 || Total time:45.99091291427612 Iteration: 2014 || Clusters count: 16 || Log posterior: -4006.670623892793 || Iter Time:0.03335714340209961 || Total time:46.02427005767822 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 16 || Log posterior: -3943.226974198515 || Iter Time:0.02888798713684082 || Total time:46.05315804481506 Iteration: 2016 || Clusters count: 16 || Log posterior: -3931.534792973803 || Iter Time:0.03185105323791504 || Total time:46.08500909805298 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 16 || Log posterior: -3890.1749855608227 || Iter Time:0.029899120330810547 || Total time:46.11490821838379 Iteration: 2018 || Clusters count: 16 || Log posterior: -3875.618524166601 || Iter Time:0.021657943725585938 || Total time:46.136566162109375 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 16 || Log posterior: -3914.1115984426892 || Iter Time:0.015741825103759766 || Total time:46.152307987213135 Iteration: 2020 || Clusters count: 16 || Log posterior: -3898.086168060457 || Iter Time:0.020743846893310547 || Total time:46.173051834106445 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 16 || Log posterior: -3913.034067217802 || Iter Time:0.015909910202026367 || Total time:46.18896174430847 Iteration: 2022 || Clusters count: 16 || Log posterior: -3905.5599861051583 || Iter Time:0.0430910587310791 || Total time:46.23205280303955 Loading and distributing data: 0.000127 seconds (129 allocations: 13.227 KiB) Iteration: 2023 || Clusters count: 16 || Log posterior: -3938.390441070605 || Iter Time:0.01575493812561035 || Total time:46.24780774116516 Iteration: 2024 || Clusters count: 16 || Log posterior: -3929.937648992153 || Iter Time:0.02068781852722168 || Total time:46.26849555969238 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 16 || Log posterior: -3915.5960490764933 || Iter Time:0.015478849411010742 || Total time:46.283974409103394 Iteration: 2026 || Clusters count: 16 || Log posterior: -3893.0113914872704 || Iter Time:0.02047109603881836 || Total time:46.30444550514221 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 16 || Log posterior: -3884.665685079875 || Iter Time:0.016350984573364258 || Total time:46.320796489715576 Iteration: 2028 || Clusters count: 16 || Log posterior: -3869.3308060977656 || Iter Time:0.021166086196899414 || Total time:46.341962575912476 Avg NMI: 0.9748589934963205 Full NMI: 0.9626142649775911 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m38.4s Testing DPMMSubClustersStreaming tests passed Testing completed after 205.66s PkgEval succeeded after 369.24s