Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.2071 (559ec66647*) started at 2026-04-23T21:19:46.288 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 13.62s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.14/Manifest.toml` [1520ce14] + AbstractTrees v0.4.5 [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.1 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.1 [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 v0.6.9 [31c24e10] + Distributions v0.25.125 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.18.0 [1a297f60] + FillArrays v1.16.0 [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 v0.10.67 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.27 [bac558e1] + OrderedCollections v1.8.1 ⌃ [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.2 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.4.0 [1fd47b50] + QuadGK v2.11.3 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.18 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.2 [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 v1.13.0 [b27032c2] + LibCURL v1.0.0 [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 v1.14.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [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 v8.19.0+0 [e37daf67] + LibGit2_jll v1.9.2+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2026.3.19 [4536629a] + OpenBLAS_jll v0.3.30+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.6+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.2+0 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.69.0+0 [3f19e933] + p7zip_jll v17.8.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 5.84s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling project... 5.6 s ✓ Clustering 12.0 s ✓ KernelFunctions 12.1 s ✓ DPMMSubClustersStreaming 3 dependencies successfully precompiled in 32 seconds. 101 already precompiled. Precompilation completed after 57.55s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_PLHn8z/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.125 ⌅ [ec8451be] KernelFunctions v0.10.67 [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_PLHn8z/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.1 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.1 [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 v0.6.9 [31c24e10] Distributions v0.25.125 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.18.0 [1a297f60] FillArrays v1.16.0 [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 v0.10.67 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.27 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.2 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.4.0 [1fd47b50] QuadGK v2.11.3 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.18 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.2 [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 v1.13.0 [b27032c2] LibCURL v1.0.0 [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 v1.14.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [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 v8.19.0+0 [e37daf67] LibGit2_jll v1.9.2+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2026.3.19 [4536629a] OpenBLAS_jll v0.3.30+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.6+0 [efcefdf7] PCRE2_jll v10.47.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.2+0 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.69.0+0 [3f19e933] p7zip_jll v17.8.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Loading and distributing data: 3.974899 seconds (971.44 k allocations: 60.952 MiB, 6.08% gc time, 99.89% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233189.06923629093 || Iter Time:19.03462314605713 || Total time:19.03462314605713 Iteration: 1 || Clusters count: 1 || Log posterior: -233189.06923629093 || Iter Time:0.0060880184173583984 || Total time:19.040711164474487 Iteration: 2 || Clusters count: 1 || Log posterior: -233189.06923629093 || Iter Time:0.0054819583892822266 || Total time:19.04619312286377 Iteration: 3 || Clusters count: 1 || Log posterior: -233189.06923629093 || Iter Time:0.005568027496337891 || Total time:19.051761150360107 Iteration: 4 || Clusters count: 1 || Log posterior: -233189.06923629093 || Iter Time:0.005530834197998047 || Total time:19.057291984558105 Iteration: 5 || Clusters count: 1 || Log posterior: -233189.06923629093 || Iter Time:0.016491174697875977 || Total time:19.07378315925598 Iteration: 6 || Clusters count: 1 || Log posterior: -233189.06923629093 || Iter Time:0.005496978759765625 || Total time:19.079280138015747 Iteration: 7 || Clusters count: 1 || Log posterior: -233189.06923629093 || Iter Time:0.0054471492767333984 || Total time:19.08472728729248 Iteration: 8 || Clusters count: 1 || Log posterior: -233189.06923629093 || Iter Time:0.005461931228637695 || Total time:19.090189218521118 Iteration: 9 || Clusters count: 1 || Log posterior: -233189.06923629093 || Iter Time:0.005327939987182617 || Total time:19.0955171585083 Iteration: 10 || Clusters count: 1 || Log posterior: -233189.06923629093 || Iter Time:0.005404949188232422 || Total time:19.100922107696533 Iteration: 11 || Clusters count: 1 || Log posterior: -233189.06923629093 || Iter Time:0.005226850509643555 || Total time:19.106148958206177 Iteration: 12 || Clusters count: 1 || Log posterior: -233189.06923629093 || Iter Time:0.005255937576293945 || Total time:19.11140489578247 Iteration: 13 || Clusters count: 2 || Log posterior: -232845.52421115327 || Iter Time:4.651335954666138 || Total time:23.76274085044861 Iteration: 14 || Clusters count: 2 || Log posterior: -232852.25577809906 || Iter Time:0.006875038146972656 || Total time:23.76961588859558 Iteration: 15 || Clusters count: 2 || Log posterior: -232852.3071464766 || Iter Time:0.006470918655395508 || Total time:23.776086807250977 Iteration: 16 || Clusters count: 2 || Log posterior: -232837.29610389017 || Iter Time:0.006284952163696289 || Total time:23.782371759414673 Iteration: 17 || Clusters count: 2 || Log posterior: -232840.14352496047 || Iter Time:0.006093025207519531 || Total time:23.788464784622192 Iteration: 18 || Clusters count: 2 || Log posterior: -232835.8515898379 || Iter Time:0.006175041198730469 || Total time:23.794639825820923 Iteration: 19 || Clusters count: 2 || Log posterior: -232829.4902956663 || Iter Time:0.0064580440521240234 || Total time:23.801097869873047 Iteration: 20 || Clusters count: 2 || Log posterior: -232740.91813601513 || Iter Time:1.580010175704956 || Total time:25.381108045578003 Loading and distributing data: 0.000895 seconds (141 allocations: 396.023 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233107.9605165207 || Iter Time:0.03159189224243164 || Total time:25.412699937820435 Iteration: 22 || Clusters count: 2 || Log posterior: -233069.90159143897 || Iter Time:0.005938053131103516 || Total time:25.418637990951538 Iteration: 23 || Clusters count: 2 || Log posterior: -233030.4198548575 || Iter Time:0.00602412223815918 || Total time:25.424662113189697 Iteration: 24 || Clusters count: 2 || Log posterior: -233008.43887247558 || Iter Time:0.006229877471923828 || Total time:25.43089199066162 Iteration: 25 || Clusters count: 2 || Log posterior: -232987.2432374374 || Iter Time:0.005992889404296875 || Total time:25.436884880065918 Iteration: 26 || Clusters count: 2 || Log posterior: -232995.5088624374 || Iter Time:0.006003856658935547 || Total time:25.442888736724854 Iteration: 27 || Clusters count: 2 || Log posterior: -232981.9835139899 || Iter Time:0.005926847457885742 || Total time:25.44881558418274 Iteration: 28 || Clusters count: 3 || Log posterior: -232627.55976077166 || Iter Time:0.007977962493896484 || Total time:25.456793546676636 Iteration: 29 || Clusters count: 3 || Log posterior: -232513.5516541004 || Iter Time:0.006251096725463867 || Total time:25.4630446434021 Iteration: 30 || Clusters count: 3 || Log posterior: -232457.54734687498 || Iter Time:0.006338834762573242 || Total time:25.469383478164673 Iteration: 31 || Clusters count: 3 || Log posterior: -232425.4669983319 || Iter Time:0.006347179412841797 || Total time:25.475730657577515 Iteration: 32 || Clusters count: 3 || Log posterior: -232404.13314446688 || Iter Time:0.0063610076904296875 || Total time:25.482091665267944 Iteration: 33 || Clusters count: 3 || Log posterior: -232400.19619375074 || Iter Time:0.006551027297973633 || Total time:25.488642692565918 Iteration: 34 || Clusters count: 3 || Log posterior: -232369.6961219144 || Iter Time:0.006166934967041016 || Total time:25.49480962753296 Iteration: 35 || Clusters count: 3 || Log posterior: -232388.41415086493 || Iter Time:0.006272077560424805 || Total time:25.501081705093384 Iteration: 36 || Clusters count: 3 || Log posterior: -232379.2622362244 || Iter Time:0.006457090377807617 || Total time:25.50753879547119 Iteration: 37 || Clusters count: 3 || Log posterior: -232375.51526974747 || Iter Time:0.006314992904663086 || Total time:25.513853788375854 Iteration: 38 || Clusters count: 3 || Log posterior: -232377.4052849136 || Iter Time:0.006509065628051758 || Total time:25.520362854003906 Iteration: 39 || Clusters count: 3 || Log posterior: -232388.47528255562 || Iter Time:0.006251811981201172 || Total time:25.526614665985107 Iteration: 40 || Clusters count: 3 || Log posterior: -232359.64531216834 || Iter Time:0.006356954574584961 || Total time:25.532971620559692 Iteration: 41 || Clusters count: 3 || Log posterior: -232335.57817289187 || Iter Time:0.006163120269775391 || Total time:25.539134740829468 Loading and distributing data: 0.000949 seconds (141 allocations: 396.023 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262392.1655954992 || Iter Time:0.007007122039794922 || Total time:25.546141862869263 Iteration: 43 || Clusters count: 4 || Log posterior: -261879.60698000062 || Iter Time:0.008131027221679688 || Total time:25.554272890090942 Iteration: 44 || Clusters count: 4 || Log posterior: -261817.47664784046 || Iter Time:0.007230997085571289 || Total time:25.561503887176514 Iteration: 45 || Clusters count: 4 || Log posterior: -261792.65737509698 || Iter Time:0.007407188415527344 || Total time:25.56891107559204 Iteration: 46 || Clusters count: 4 || Log posterior: -261791.16108558062 || Iter Time:0.007500886917114258 || Total time:25.576411962509155 Iteration: 47 || Clusters count: 4 || Log posterior: -261777.6925092933 || Iter Time:0.0077669620513916016 || Total time:25.584178924560547 Iteration: 48 || Clusters count: 4 || Log posterior: -261796.66595287903 || Iter Time:0.007795095443725586 || Total time:25.591974020004272 Iteration: 49 || Clusters count: 4 || Log posterior: -261785.18968892077 || Iter Time:0.007811069488525391 || Total time:25.599785089492798 Iteration: 50 || Clusters count: 4 || Log posterior: -261787.5826596648 || Iter Time:0.007544040679931641 || Total time:25.60732913017273 Iteration: 51 || Clusters count: 4 || Log posterior: -261786.58925545288 || Iter Time:0.007925987243652344 || Total time:25.615255117416382 Iteration: 52 || Clusters count: 4 || Log posterior: -261785.50952845463 || Iter Time:0.00780487060546875 || Total time:25.62305998802185 Iteration: 53 || Clusters count: 4 || Log posterior: -261787.69982246615 || Iter Time:0.007752895355224609 || Total time:25.630812883377075 Iteration: 54 || Clusters count: 4 || Log posterior: -261792.0020655894 || Iter Time:0.07936501502990723 || Total time:25.710177898406982 Iteration: 55 || Clusters count: 4 || Log posterior: -261784.70428605212 || Iter Time:0.006635904312133789 || Total time:25.716813802719116 Iteration: 56 || Clusters count: 5 || Log posterior: -261161.47877743482 || Iter Time:0.007734060287475586 || Total time:25.724547863006592 Iteration: 57 || Clusters count: 6 || Log posterior: -260748.53869657032 || Iter Time:0.009456872940063477 || Total time:25.734004735946655 Iteration: 58 || Clusters count: 6 || Log posterior: -260752.96210635963 || Iter Time:0.007544994354248047 || Total time:25.741549730300903 Iteration: 59 || Clusters count: 6 || Log posterior: -260737.39700883545 || Iter Time:0.7005970478057861 || Total time:26.44214677810669 Iteration: 60 || Clusters count: 6 || Log posterior: -260750.69881016648 || Iter Time:0.007775783538818359 || Total time:26.449922561645508 Iteration: 61 || Clusters count: 6 || Log posterior: -260758.15576049866 || Iter Time:0.007822990417480469 || Total time:26.45774555206299 Iteration: 62 || Clusters count: 6 || Log posterior: -260689.81793855975 || Iter Time:0.007178783416748047 || Total time:26.464924335479736 Loading and distributing data: 0.000742 seconds (141 allocations: 396.023 KiB) Iteration: 63 || Clusters count: 7 || Log posterior: -259954.69338608248 || Iter Time:0.008640050888061523 || Total time:26.473564386367798 Iteration: 64 || Clusters count: 7 || Log posterior: -259841.97878905802 || Iter Time:0.007931947708129883 || Total time:26.481496334075928 Iteration: 65 || Clusters count: 7 || Log posterior: -259818.60906175137 || Iter Time:0.008095979690551758 || Total time:26.48959231376648 Iteration: 66 || Clusters count: 7 || Log posterior: -259808.82914939427 || Iter Time:0.007876873016357422 || Total time:26.497469186782837 Iteration: 67 || Clusters count: 7 || Log posterior: -259799.8496152075 || Iter Time:0.008149862289428711 || Total time:26.505619049072266 Iteration: 68 || Clusters count: 7 || Log posterior: -259807.98275221366 || Iter Time:0.0079498291015625 || Total time:26.513568878173828 Iteration: 69 || Clusters count: 7 || Log posterior: -259808.2254129336 || Iter Time:0.007887840270996094 || Total time:26.521456718444824 Iteration: 70 || Clusters count: 7 || Log posterior: -259802.81505303952 || Iter Time:0.00786590576171875 || Total time:26.529322624206543 Iteration: 71 || Clusters count: 7 || Log posterior: -259811.384616964 || Iter Time:0.009159088134765625 || Total time:26.53848171234131 Iteration: 72 || Clusters count: 9 || Log posterior: -259349.27405189187 || Iter Time:0.013563871383666992 || Total time:26.552045583724976 Iteration: 73 || Clusters count: 9 || Log posterior: -259227.43173539967 || Iter Time:0.01033782958984375 || Total time:26.56238341331482 Iteration: 74 || Clusters count: 9 || Log posterior: -259209.05634308048 || Iter Time:0.010154008865356445 || Total time:26.572537422180176 Iteration: 75 || Clusters count: 9 || Log posterior: -259163.92313910814 || Iter Time:0.010052919387817383 || Total time:26.582590341567993 Iteration: 76 || Clusters count: 9 || Log posterior: -259146.4387814226 || Iter Time:0.010210037231445312 || Total time:26.59280037879944 Iteration: 77 || Clusters count: 9 || Log posterior: -259161.0644903265 || Iter Time:0.010504961013793945 || Total time:26.603305339813232 Iteration: 78 || Clusters count: 9 || Log posterior: -259172.4677082745 || Iter Time:0.033442020416259766 || Total time:26.636747360229492 Iteration: 79 || Clusters count: 9 || Log posterior: -259160.11759946708 || Iter Time:0.009254932403564453 || Total time:26.646002292633057 Iteration: 80 || Clusters count: 9 || Log posterior: -259146.04985970678 || Iter Time:0.009500980377197266 || Total time:26.655503273010254 Iteration: 81 || Clusters count: 9 || Log posterior: -259151.9162820038 || Iter Time:0.009582042694091797 || Total time:26.665085315704346 Iteration: 82 || Clusters count: 9 || Log posterior: -259143.47684429708 || Iter Time:0.009552955627441406 || Total time:26.674638271331787 Iteration: 83 || Clusters count: 9 || Log posterior: -259095.82449204463 || Iter Time:0.008790969848632812 || Total time:26.68342924118042 Loading and distributing data: 0.000809 seconds (141 allocations: 396.023 KiB) Iteration: 84 || Clusters count: 9 || Log posterior: -259460.9980302035 || Iter Time:0.009567975997924805 || Total time:26.692997217178345 Iteration: 85 || Clusters count: 9 || Log posterior: -259354.64691646583 || Iter Time:0.009678125381469727 || Total time:26.702675342559814 Iteration: 86 || Clusters count: 9 || Log posterior: -259337.9013028874 || Iter Time:0.009257078170776367 || Total time:26.71193242073059 Iteration: 87 || Clusters count: 12 || Log posterior: -258383.28825518797 || Iter Time:0.012704133987426758 || Total time:26.724636554718018 Iteration: 88 || Clusters count: 12 || Log posterior: -258194.78694890678 || Iter Time:0.023239850997924805 || Total time:26.747876405715942 Iteration: 89 || Clusters count: 12 || Log posterior: -258202.67173017884 || Iter Time:0.010444879531860352 || Total time:26.758321285247803 Iteration: 90 || Clusters count: 12 || Log posterior: -258177.1527217138 || Iter Time:0.011063098907470703 || Total time:26.769384384155273 Iteration: 91 || Clusters count: 12 || Log posterior: -258182.5167278606 || Iter Time:0.010953903198242188 || Total time:26.780338287353516 Iteration: 92 || Clusters count: 12 || Log posterior: -258158.0539695182 || Iter Time:0.010807037353515625 || Total time:26.79114532470703 Iteration: 93 || Clusters count: 12 || Log posterior: -258160.76667923495 || Iter Time:0.025023937225341797 || Total time:26.816169261932373 Iteration: 94 || Clusters count: 12 || Log posterior: -258180.6607504541 || Iter Time:0.010676145553588867 || Total time:26.826845407485962 Iteration: 95 || Clusters count: 12 || Log posterior: -258179.21733869563 || Iter Time:0.010861873626708984 || Total time:26.83770728111267 Iteration: 96 || Clusters count: 13 || Log posterior: -257762.3108049198 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Time:0.013295888900756836 || Total time:26.930922985076904 Iteration: 104 || Clusters count: 13 || Log posterior: -257662.26819646684 || Iter Time:0.011950969696044922 || Total time:26.94287395477295 Loading and distributing data: 0.000758 seconds (141 allocations: 396.023 KiB) Iteration: 105 || Clusters count: 14 || Log posterior: -257414.12428924398 || Iter Time:0.021142959594726562 || Total time:26.964016914367676 Iteration: 106 || Clusters count: 14 || Log posterior: -257272.1864575486 || Iter Time:0.013361930847167969 || Total time:26.977378845214844 Iteration: 107 || Clusters count: 14 || Log posterior: -257235.67552208484 || Iter Time:0.012869119644165039 || Total time:26.99024796485901 Iteration: 108 || Clusters count: 14 || Log posterior: -257246.20341281508 || Iter Time:0.013170003890991211 || Total time:27.00341796875 Iteration: 109 || Clusters count: 14 || Log posterior: -257240.9318719479 || Iter Time:0.013269901275634766 || Total time:27.016687870025635 Iteration: 110 || Clusters count: 14 || Log posterior: -257242.2791490182 || Iter Time:0.013833999633789062 || Total time:27.030521869659424 Iteration: 111 || Clusters count: 16 || Log posterior: -256673.35830136234 || Iter Time:0.015049934387207031 || Total time:27.04557180404663 Iteration: 112 || Clusters count: 16 || Log posterior: -256589.53494689325 || Iter Time:0.018819093704223633 || Total time:27.064390897750854 Iteration: 113 || Clusters count: 16 || Log posterior: -256594.86054935443 || Iter Time:0.014224052429199219 || Total time:27.078614950180054 Iteration: 114 || Clusters count: 16 || Log posterior: -256589.67156919022 || Iter Time:0.013982057571411133 || Total time:27.092597007751465 Iteration: 115 || Clusters count: 16 || Log posterior: -256591.93014193114 || Iter Time:0.013997077941894531 || Total time:27.10659408569336 Iteration: 116 || Clusters count: 16 || Log posterior: -256605.8778157847 || Iter Time:0.01399993896484375 || Total time:27.120594024658203 Iteration: 117 || Clusters count: 17 || Log posterior: -256357.81291369908 || Iter Time:0.015115976333618164 || Total time:27.13571000099182 Iteration: 118 || Clusters count: 17 || Log posterior: -256354.694408614 || Iter Time:0.014593839645385742 || Total time:27.150303840637207 Iteration: 119 || Clusters count: 17 || Log posterior: -256338.22470475518 || Iter Time:0.030089139938354492 || Total time:27.18039298057556 Iteration: 120 || Clusters count: 17 || Log posterior: -256334.1751863531 || Iter Time:0.014883995056152344 || Total time:27.195276975631714 Iteration: 121 || Clusters count: 17 || Log posterior: -256344.5012894508 || Iter Time:0.014917850494384766 || Total time:27.2101948261261 Iteration: 122 || Clusters count: 17 || Log posterior: -256337.82979967387 || Iter Time:0.01559901237487793 || Total time:27.225793838500977 Iteration: 123 || Clusters count: 17 || Log posterior: -256334.75997041943 || Iter Time:0.01941394805908203 || Total time:27.24520778656006 Iteration: 124 || Clusters count: 17 || Log posterior: -256350.88344808365 || Iter Time:0.015874862670898438 || Total time:27.261082649230957 Iteration: 125 || Clusters count: 17 || Log posterior: -256330.85790025894 || Iter Time:0.013784170150756836 || Total time:27.274866819381714 Loading and distributing data: 0.000768 seconds (141 allocations: 396.023 KiB) Iteration: 126 || Clusters count: 17 || Log posterior: -256279.1128499927 || Iter Time:0.018985986709594727 || Total time:27.29385280609131 Iteration: 127 || Clusters count: 17 || Log posterior: -256233.2516483611 || Iter Time:0.018362998962402344 || Total time:27.31221580505371 Iteration: 128 || Clusters count: 17 || Log posterior: -256232.10769239036 || Iter Time:0.024755001068115234 || Total time:27.336970806121826 Iteration: 129 || Clusters count: 17 || Log posterior: -256233.6669331083 || Iter Time:0.0230560302734375 || Total time:27.360026836395264 Iteration: 130 || Clusters count: 17 || Log posterior: -256239.99105813715 || Iter Time:0.021198034286499023 || Total 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-254803.3408586321 || Iter Time:0.02782607078552246 || Total time:27.847460985183716 Iteration: 152 || Clusters count: 20 || Log posterior: -254803.75619428253 || Iter Time:0.02172398567199707 || Total time:27.869184970855713 Iteration: 153 || Clusters count: 20 || Log posterior: -254798.81428325473 || Iter Time:0.020884990692138672 || Total time:27.89006996154785 Iteration: 154 || Clusters count: 20 || Log posterior: -254803.1668004876 || Iter Time:0.02055811882019043 || Total time:27.910628080368042 Iteration: 155 || Clusters count: 20 || Log posterior: -254808.03994054766 || Iter Time:0.025832176208496094 || Total time:27.936460256576538 Iteration: 156 || Clusters count: 20 || Log posterior: -254802.14734793943 || Iter Time:0.02073192596435547 || Total time:27.957192182540894 Iteration: 157 || Clusters count: 20 || Log posterior: -254798.24001716616 || Iter Time:0.021250009536743164 || Total time:27.978442192077637 Iteration: 158 || Clusters count: 20 || Log posterior: 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-254800.4038954738 || Iter Time:0.030466079711914062 || Total time:28.1753933429718 Iteration: 166 || Clusters count: 20 || Log posterior: -254803.12705142537 || Iter Time:0.025921106338500977 || Total time:28.201314449310303 Iteration: 167 || Clusters count: 20 || Log posterior: -254800.42524823753 || Iter Time:0.02314305305480957 || Total time:28.224457502365112 Loading and distributing data: 0.000793 seconds (141 allocations: 396.023 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255108.7758207667 || Iter Time:0.031633853912353516 || Total time:28.256091356277466 Iteration: 169 || Clusters count: 20 || Log posterior: -255092.26042740667 || Iter Time:0.02679586410522461 || Total time:28.28288722038269 Iteration: 170 || Clusters count: 20 || Log posterior: -255089.17718336004 || Iter Time:0.02593207359313965 || Total time:28.30881929397583 Iteration: 171 || Clusters count: 20 || Log posterior: -255086.34313867998 || Iter Time:0.030117034912109375 || Total 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time:28.715773820877075 Iteration: 186 || Clusters count: 20 || Log posterior: -255084.32854862715 || Iter Time:0.025298118591308594 || Total time:28.741071939468384 Iteration: 187 || Clusters count: 20 || Log posterior: -255083.09419488919 || Iter Time:0.030527830123901367 || Total time:28.771599769592285 Iteration: 188 || Clusters count: 20 || Log posterior: -255083.09419488919 || Iter Time:0.023546934127807617 || Total time:28.795146703720093 Loading and distributing data: 0.000763 seconds (141 allocations: 396.023 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255170.20532901442 || Iter Time:0.02303290367126465 || Total time:28.818179607391357 Iteration: 190 || Clusters count: 20 || Log posterior: -255154.89488966265 || Iter Time:0.021918058395385742 || Total time:28.840097665786743 Iteration: 191 || Clusters count: 20 || Log posterior: -255142.3880661679 || Iter Time:0.027334928512573242 || Total time:28.867432594299316 Iteration: 192 || Clusters count: 20 || Log posterior: -255144.05257764846 || Iter Time:0.02202916145324707 || Total time:28.889461755752563 Iteration: 193 || Clusters count: 20 || Log posterior: -255144.05257764846 || Iter Time:0.021516084671020508 || Total time:28.910977840423584 Iteration: 194 || Clusters count: 20 || Log posterior: -255141.8048291034 || Iter Time:0.02586984634399414 || Total time:28.936847686767578 Iteration: 195 || Clusters count: 20 || Log posterior: -255144.14585183017 || Iter Time:0.021518945693969727 || Total time:28.958366632461548 Iteration: 196 || Clusters count: 20 || Log posterior: -255143.18281951908 || Iter Time:0.021306991577148438 || Total time:28.979673624038696 Iteration: 197 || Clusters count: 20 || Log posterior: -255143.17254103985 || Iter Time:0.022181034088134766 || Total time:29.00185465812683 Iteration: 198 || Clusters count: 20 || Log posterior: -255141.63705705147 || Iter Time:0.025516986846923828 || Total time:29.027371644973755 Iteration: 199 || Clusters count: 20 || Log posterior: -255143.47605799668 || Iter Time:0.021671056747436523 || Total time:29.04904270172119 Iteration: 200 || Clusters count: 20 || Log posterior: -255142.66608617987 || Iter Time:0.021813154220581055 || Total time:29.070855855941772 Iteration: 201 || Clusters count: 20 || Log posterior: -255141.63705705147 || Iter Time:0.020711898803710938 || Total time:29.091567754745483 Iteration: 202 || Clusters count: 20 || Log posterior: -255141.63705705147 || Iter Time:0.02557992935180664 || Total time:29.11714768409729 Iteration: 203 || Clusters count: 20 || Log posterior: -255139.33887570933 || Iter Time:0.0212399959564209 || Total time:29.13838768005371 Iteration: 204 || Clusters count: 20 || Log posterior: -255142.3880661679 || Iter Time:0.026002883911132812 || Total time:29.164390563964844 Iteration: 205 || Clusters count: 20 || Log posterior: -255152.94634217746 || Iter Time:0.03027796745300293 || Total time:29.194668531417847 Iteration: 206 || Clusters count: 20 || Log posterior: -255146.42852989104 || Iter Time:0.025841951370239258 || Total time:29.220510482788086 Iteration: 207 || Clusters count: 20 || Log posterior: -255146.42852989104 || Iter Time:0.02580881118774414 || Total time:29.24631929397583 Iteration: 208 || Clusters count: 20 || Log posterior: -255142.79466082537 || Iter Time:0.031043052673339844 || Total time:29.27736234664917 Iteration: 209 || Clusters count: 20 || Log posterior: -255142.79466082537 || Iter Time:0.024138212203979492 || Total time:29.30150055885315 NMI: 0.7506749487523939 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m30.6s [83103, 38226, 1327, 53848, 8817, 34846, 39592, 7013, 150008, 45881, 133791, 27472, 29991, 32401, 14800, 3425, 223678, 51282, 12077, 8422] Loading and distributing data: 0.000284 seconds (141 allocations: 13.211 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6753.135001672219 || Iter Time:4.0134828090667725 || Total time:4.0134828090667725 Iteration: 1 || Clusters count: 1 || Log posterior: -6753.135001672219 || Iter Time:0.002238035202026367 || Total time:4.015720844268799 Iteration: 2 || Clusters count: 1 || Log posterior: -6753.135001672219 || Iter Time:0.0020608901977539062 || Total time:4.017781734466553 Iteration: 3 || Clusters count: 1 || Log posterior: -6753.135001672219 || Iter Time:0.0021200180053710938 || Total time:4.019901752471924 Iteration: 4 || Clusters count: 1 || Log posterior: -6753.135001672219 || Iter Time:0.0018908977508544922 || Total time:4.021792650222778 Iteration: 5 || Clusters count: 1 || Log posterior: -6753.135001672219 || Iter Time:0.0018811225891113281 || Total time:4.02367377281189 Iteration: 6 || Clusters count: 1 || Log posterior: -6753.135001672219 || Iter Time:0.0018699169158935547 || Total time:4.025543689727783 Iteration: 7 || Clusters count: 1 || Log posterior: -6753.135001672219 || Iter Time:0.0018608570098876953 || Total time:4.027404546737671 Iteration: 8 || Clusters count: 2 || Log posterior: -6341.821340139796 || Iter Time:0.1542971134185791 || Total time:4.18170166015625 Iteration: 9 || Clusters count: 2 || Log posterior: -6353.061160989981 || Iter Time:0.0020759105682373047 || Total time:4.183777570724487 Iteration: 10 || Clusters count: 2 || Log posterior: -6341.384757647821 || Iter Time:0.001825094223022461 || Total time:4.18560266494751 Iteration: 11 || Clusters count: 2 || Log posterior: -6353.418940085388 || Iter Time:0.0018320083618164062 || Total time:4.187434673309326 Iteration: 12 || Clusters count: 2 || Log posterior: -6356.03639235293 || Iter Time:0.0019321441650390625 || Total time:4.189366817474365 Iteration: 13 || Clusters count: 2 || Log posterior: -6351.0767965700525 || Iter Time:0.001856088638305664 || Total time:4.191222906112671 Iteration: 14 || Clusters count: 2 || Log posterior: -6336.935943009387 || Iter Time:0.001898050308227539 || Total time:4.193120956420898 Iteration: 15 || Clusters count: 2 || Log posterior: -6354.414982440143 || Iter Time:0.0019919872283935547 || Total time:4.195112943649292 Iteration: 16 || Clusters count: 2 || Log posterior: -6335.834205264903 || Iter Time:0.0019741058349609375 || Total time:4.197087049484253 Iteration: 17 || Clusters count: 2 || Log posterior: -6346.413780352155 || Iter Time:0.0019159317016601562 || Total time:4.199002981185913 Iteration: 18 || Clusters count: 3 || Log posterior: -6209.270861330422 || Iter Time:0.0037598609924316406 || Total time:4.202762842178345 Iteration: 19 || Clusters count: 4 || Log posterior: -5888.090388976428 || Iter Time:0.0037479400634765625 || Total time:4.206510782241821 Iteration: 20 || Clusters count: 4 || Log posterior: -5886.563019087093 || Iter Time:0.0026369094848632812 || Total time:4.209147691726685 Iteration: 21 || Clusters count: 4 || Log posterior: -5889.444883770861 || Iter Time:0.0026819705963134766 || Total time:4.211829662322998 Iteration: 22 || Clusters count: 4 || Log posterior: -5883.574722314934 || Iter Time:0.0027070045471191406 || Total time:4.214536666870117 Iteration: 23 || Clusters count: 4 || Log posterior: -5864.831826942717 || Iter Time:0.002579927444458008 || Total time:4.217116594314575 Iteration: 24 || Clusters count: 4 || Log posterior: -5883.538765568601 || Iter Time:0.0027151107788085938 || Total time:4.219831705093384 Iteration: 25 || Clusters count: 4 || Log posterior: -5884.711556333016 || Iter Time:0.0025420188903808594 || Total time:4.222373723983765 Iteration: 26 || Clusters count: 4 || Log posterior: -5881.09752990499 || Iter Time:0.09884500503540039 || Total time:4.321218729019165 Iteration: 27 || Clusters count: 4 || Log posterior: -5879.634881632683 || Iter Time:0.002499103546142578 || Total time:4.323717832565308 Iteration: 28 || Clusters count: 6 || Log posterior: -5738.2112165868075 || Iter Time:0.00574803352355957 || Total time:4.329465866088867 Iteration: 29 || Clusters count: 8 || Log posterior: -5598.174856692969 || Iter Time:0.005934000015258789 || Total time:4.335399866104126 Iteration: 30 || Clusters count: 8 || Log posterior: -5528.720612924487 || Iter Time:1.4411699771881104 || Total time:5.776569843292236 false [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5] [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5] Loading and distributing data: 0.000339 seconds (141 allocations: 13.211 KiB) Iteration: 31 || Clusters count: 8 || Log posterior: -5321.922485919379 || Iter Time:0.03112006187438965 || Total time:5.807689905166626 Iteration: 32 || Clusters count: 8 || Log posterior: -5291.5564956614435 || Iter Time:0.01704692840576172 || Total time:5.824736833572388 Loading and distributing data: 0.000209 seconds (141 allocations: 13.211 KiB) Iteration: 33 || Clusters count: 8 || Log posterior: -4203.656967187873 || Iter Time:0.005279064178466797 || Total time:5.8300158977508545 Iteration: 34 || Clusters count: 8 || Log posterior: -4182.584176527978 || Iter Time:0.017434120178222656 || Total time:5.847450017929077 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 35 || Clusters count: 8 || Log posterior: -3886.5710863911404 || Iter Time:0.0041768550872802734 || Total time:5.851626873016357 Iteration: 36 || Clusters count: 8 || Log posterior: -3874.9137748533226 || Iter Time:0.016705036163330078 || Total time:5.8683319091796875 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 37 || Clusters count: 8 || Log posterior: -3857.5221001674427 || Iter Time:0.004158973693847656 || Total time:5.872490882873535 Iteration: 38 || Clusters count: 8 || Log posterior: -3844.0965954582643 || Iter Time:0.017707109451293945 || Total time:5.890197992324829 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 39 || Clusters count: 8 || Log posterior: -3832.5685680712204 || Iter Time:0.004359006881713867 || Total time:5.894556999206543 Iteration: 40 || Clusters count: 8 || Log posterior: -3817.5878614946287 || Iter Time:0.01794600486755371 || Total time:5.912503004074097 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 41 || Clusters count: 9 || Log posterior: -3779.960822164173 || Iter Time:0.005680084228515625 || Total time:5.918183088302612 Iteration: 42 || Clusters count: 9 || Log posterior: -3762.202084137966 || Iter Time:0.01922607421875 || Total time:5.937409162521362 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 43 || Clusters count: 9 || Log posterior: -3795.6224296169485 || Iter Time:0.09614896774291992 || Total time:6.033558130264282 Iteration: 44 || Clusters count: 9 || Log posterior: -3778.3817144855966 || Iter Time:0.020823001861572266 || Total time:6.0543811321258545 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 45 || Clusters count: 10 || Log posterior: -3785.997311224617 || Iter Time:0.0073850154876708984 || Total time:6.061766147613525 Iteration: 46 || Clusters count: 10 || Log posterior: -3774.365243659543 || Iter Time:0.022233963012695312 || Total time:6.084000110626221 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 47 || Clusters count: 11 || Log posterior: -3077.641566926323 || Iter Time:0.008032083511352539 || Total time:6.092032194137573 Iteration: 48 || Clusters count: 11 || Log posterior: -3015.210841839787 || Iter Time:0.024158954620361328 || Total 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posterior: -2988.035859195879 || Iter Time:0.01011514663696289 || Total time:6.433082103729248 Iteration: 66 || Clusters count: 12 || Log posterior: -2969.196946808363 || Iter Time:0.02909398078918457 || Total time:6.462176084518433 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 67 || Clusters count: 12 || Log posterior: -3008.476938234331 || Iter Time:0.01005697250366211 || Total time:6.472233057022095 Iteration: 68 || Clusters count: 12 || Log posterior: -2982.693801717819 || Iter Time:0.02845907211303711 || Total time:6.500692129135132 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 69 || Clusters count: 12 || Log posterior: -2973.7578140484143 || Iter Time:0.011077880859375 || Total time:6.511770009994507 Iteration: 70 || Clusters count: 12 || Log posterior: -2943.5713914767407 || Iter Time:0.029079914093017578 || Total time:6.540849924087524 Loading and distributing data: 0.000189 seconds (141 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|| Total time:7.512321710586548 Iteration: 116 || Clusters count: 14 || Log posterior: -2839.443846812069 || Iter Time:0.03169703483581543 || Total time:7.544018745422363 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 117 || Clusters count: 14 || Log posterior: -2844.2017678767015 || Iter Time:0.012251853942871094 || Total time:7.556270599365234 Iteration: 118 || Clusters count: 14 || Log posterior: -2833.303110195867 || Iter Time:0.03204011917114258 || Total time:7.588310718536377 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 119 || Clusters count: 14 || Log posterior: -2905.432405564622 || Iter Time:0.011482954025268555 || Total time:7.5997936725616455 Iteration: 120 || Clusters count: 14 || Log posterior: -2866.323080845935 || Iter Time:0.030200958251953125 || Total time:7.629994630813599 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 121 || Clusters count: 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|| Log posterior: -2784.7412569824555 || Iter Time:0.03509998321533203 || Total time:8.033583879470825 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 139 || Clusters count: 15 || Log posterior: -2879.944400077739 || Iter Time:0.012880086898803711 || Total time:8.046463966369629 Iteration: 140 || Clusters count: 15 || Log posterior: -2836.003390512635 || Iter Time:0.034638166427612305 || Total time:8.081102132797241 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 141 || Clusters count: 15 || Log posterior: -2852.8710215228625 || Iter Time:0.013843059539794922 || Total time:8.094945192337036 Iteration: 142 || Clusters count: 15 || Log posterior: -2832.0393613128767 || Iter Time:0.05900406837463379 || Total time:8.15394926071167 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 143 || Clusters count: 15 || Log posterior: -2880.602325556231 || Iter 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Iteration: 149 || Clusters count: 15 || Log posterior: -2919.04489076801 || Iter Time:0.013679027557373047 || Total time:8.31471300125122 Iteration: 150 || Clusters count: 15 || Log posterior: -2880.2469500933025 || Iter Time:0.03458881378173828 || Total time:8.349301815032959 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 151 || Clusters count: 15 || Log posterior: -2889.503138752672 || Iter Time:0.013675928115844727 || Total time:8.362977743148804 Iteration: 152 || Clusters count: 15 || Log posterior: -2859.0042122560653 || Iter Time:0.036583900451660156 || Total time:8.399561643600464 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 153 || Clusters count: 15 || Log posterior: -2841.1480626410516 || Iter Time:0.013957023620605469 || Total time:8.41351866722107 Iteration: 154 || Clusters count: 15 || Log posterior: -2819.486057212337 || Iter Time:0.03445601463317871 || Total time:8.447974681854248 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-2853.584391307683 || Iter Time:0.03803682327270508 || Total time:8.59975528717041 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 161 || Clusters count: 17 || Log posterior: -2880.8341440800964 || Iter Time:0.013663053512573242 || Total time:8.613418340682983 Iteration: 162 || Clusters count: 16 || Log posterior: -2863.6196249623003 || Iter Time:0.03610706329345703 || Total time:8.64952540397644 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 163 || Clusters count: 16 || Log posterior: -2889.240875727467 || Iter Time:0.012100934982299805 || Total time:8.66162633895874 Iteration: 164 || Clusters count: 16 || Log posterior: -2862.988280386696 || Iter Time:0.03388094902038574 || Total time:8.695507287979126 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 165 || Clusters count: 16 || Log posterior: -2886.433100824875 || Iter Time:0.012062788009643555 || Total 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posterior: -2913.5837247400436 || Iter Time:0.015671968460083008 || Total time:8.880660772323608 Iteration: 172 || Clusters count: 16 || Log posterior: -2879.63309004005 || Iter Time:0.03744387626647949 || Total time:8.918104648590088 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 173 || Clusters count: 17 || Log posterior: -2894.9789497221154 || Iter Time:0.015722990036010742 || Total time:8.933827638626099 Iteration: 174 || Clusters count: 17 || Log posterior: -2858.546326227196 || Iter Time:0.039443016052246094 || Total time:8.973270654678345 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 175 || Clusters count: 16 || Log posterior: -2869.172314216415 || Iter Time:0.013993024826049805 || Total time:8.987263679504395 Iteration: 176 || Clusters count: 16 || Log posterior: -2851.434641814959 || Iter Time:0.0363008975982666 || Total time:9.023564577102661 Loading and distributing data: 0.000176 seconds 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Log posterior: -2813.114518462788 || Iter Time:0.03533506393432617 || Total time:9.32027792930603 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 189 || Clusters count: 16 || Log posterior: -2843.6843675356754 || Iter Time:0.013360023498535156 || Total time:9.333637952804565 Iteration: 190 || Clusters count: 15 || Log posterior: -2804.4525624418916 || Iter Time:0.05860710144042969 || Total time:9.392245054244995 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 191 || Clusters count: 15 || Log posterior: -2839.246201562302 || Iter Time:0.013181924819946289 || Total time:9.405426979064941 Iteration: 192 || Clusters count: 15 || Log posterior: -2805.0809324542065 || Iter Time:0.03487896919250488 || Total time:9.440305948257446 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 193 || Clusters count: 15 || Log posterior: -2793.274071123751 || Iter Time:0.015479087829589844 || Total time:9.455785036087036 Iteration: 194 || Clusters count: 15 || Log posterior: -2785.186199462028 || Iter Time:0.03468203544616699 || Total time:9.490467071533203 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 195 || Clusters count: 16 || Log posterior: -2856.7825925628927 || Iter Time:0.01326298713684082 || Total time:9.503730058670044 Iteration: 196 || Clusters count: 16 || Log posterior: -2828.060449900874 || Iter Time:0.03757500648498535 || Total time:9.54130506515503 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 197 || Clusters count: 16 || Log posterior: -2859.9012715102917 || Iter Time:0.01276707649230957 || Total time:9.554072141647339 Iteration: 198 || Clusters count: 15 || Log posterior: -2833.970265058143 || Iter Time:0.03746199607849121 || Total time:9.59153413772583 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 199 || Clusters count: 16 || 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Iteration: 216 || Clusters count: 16 || Log posterior: -2787.75303990355 || Iter Time:0.03561282157897949 || Total time:10.066835403442383 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 217 || Clusters count: 16 || Log posterior: -2844.392782984263 || Iter Time:0.014100074768066406 || Total time:10.08093547821045 Iteration: 218 || Clusters count: 16 || Log posterior: -2825.1005962677277 || Iter Time:0.036956071853637695 || Total time:10.117891550064087 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 219 || Clusters count: 16 || Log posterior: -2846.3388505353314 || Iter Time:0.013711214065551758 || Total time:10.131602764129639 Iteration: 220 || Clusters count: 16 || Log posterior: -2810.5345269002187 || Iter Time:0.03869199752807617 || Total time:10.170294761657715 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 221 || Clusters count: 16 || Log posterior: 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16 || Log posterior: -2800.366279086147 || Iter Time:0.03836703300476074 || Total time:10.654659509658813 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 239 || Clusters count: 16 || Log posterior: -2781.1911996802833 || Iter Time:0.013833045959472656 || Total time:10.668492555618286 Iteration: 240 || Clusters count: 16 || Log posterior: -2765.889646119003 || Iter Time:0.03592801094055176 || Total time:10.704420566558838 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 241 || Clusters count: 16 || Log posterior: -2813.6833559947304 || Iter Time:0.013473987579345703 || Total time:10.717894554138184 Iteration: 242 || Clusters count: 16 || Log posterior: -2790.4410948159734 || Iter Time:0.03635597229003906 || Total time:10.754250526428223 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 243 || Clusters count: 16 || Log posterior: -2828.3790114531826 || Iter Time:0.012943029403686523 || Total time:10.76719355583191 Iteration: 244 || Clusters count: 16 || Log posterior: -2808.345993214908 || Iter Time:0.03613710403442383 || Total time:10.803330659866333 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 245 || Clusters count: 16 || Log posterior: -2870.9203877988057 || Iter Time:0.014127969741821289 || Total time:10.817458629608154 Iteration: 246 || Clusters count: 16 || Log posterior: -2843.2774452346957 || Iter Time:0.036366939544677734 || Total time:10.853825569152832 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 247 || Clusters count: 16 || Log posterior: -2874.780048611024 || Iter Time:0.01382899284362793 || Total time:10.86765456199646 Iteration: 248 || Clusters count: 16 || Log posterior: -2851.6498650605126 || Iter Time:0.03885984420776367 || Total time:10.906514406204224 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 249 || Clusters count: 16 || Log posterior: -2921.274472841847 || Iter Time:0.01515507698059082 || Total time:10.921669483184814 Iteration: 250 || Clusters count: 16 || Log posterior: -2897.00409908462 || Iter Time:0.036997079849243164 || Total time:10.958666563034058 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 251 || Clusters count: 16 || Log posterior: -2895.924161098695 || Iter Time:0.014277935028076172 || Total time:10.972944498062134 Iteration: 252 || Clusters count: 16 || Log posterior: -2870.033011225343 || Iter Time:0.03843116760253906 || Total time:11.011375665664673 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 253 || Clusters count: 16 || Log posterior: -2873.020301321235 || Iter Time:0.015635967254638672 || Total time:11.027011632919312 Iteration: 254 || Clusters count: 16 || Log posterior: -2862.678988226553 || Iter Time:0.03586888313293457 || Total time:11.062880516052246 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|| Log posterior: -2872.30665219187 || Iter Time:0.015265941619873047 || Total time:11.50844120979309 Iteration: 272 || Clusters count: 16 || Log posterior: -2850.5054866649107 || Iter Time:0.03585195541381836 || Total time:11.54429316520691 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 273 || Clusters count: 17 || Log posterior: -2903.165264170084 || Iter Time:0.01592111587524414 || Total time:11.560214281082153 Iteration: 274 || Clusters count: 16 || Log posterior: -2863.6459332868194 || Iter Time:0.039498090744018555 || Total time:11.599712371826172 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 275 || Clusters count: 16 || Log posterior: -2856.8397393346295 || Iter Time:0.015768051147460938 || Total time:11.615480422973633 Iteration: 276 || Clusters count: 16 || Log posterior: -2839.344950558698 || Iter Time:0.0604710578918457 || Total time:11.675951480865479 Loading and distributing data: 0.000198 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Iteration: 288 || Clusters count: 16 || Log posterior: -2895.028590298418 || Iter Time:0.036923885345458984 || Total time:11.989123344421387 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 289 || Clusters count: 16 || Log posterior: -2875.016352159227 || Iter Time:0.013844013214111328 || Total time:12.002967357635498 Iteration: 290 || Clusters count: 16 || Log posterior: -2854.4618832102688 || Iter Time:0.03643202781677246 || Total time:12.03939938545227 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 291 || Clusters count: 17 || Log posterior: -2895.4817704763677 || Iter Time:0.013794898986816406 || Total time:12.053194284439087 Iteration: 292 || Clusters count: 16 || Log posterior: -2868.4739242528863 || Iter Time:0.038433074951171875 || Total time:12.091627359390259 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 293 || Clusters count: 17 || Log posterior: 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|| Log posterior: -2860.4379118779966 || Iter Time:0.038815975189208984 || Total time:12.576857805252075 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 311 || Clusters count: 16 || Log posterior: -2931.684787376517 || Iter Time:0.013976097106933594 || Total time:12.590833902359009 Iteration: 312 || Clusters count: 16 || Log posterior: -2910.1433361164027 || Iter Time:0.03839302062988281 || Total time:12.629226922988892 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 313 || Clusters count: 16 || Log posterior: -2934.006154937742 || Iter Time:0.013557910919189453 || Total time:12.642784833908081 Iteration: 314 || Clusters count: 16 || Log posterior: -2906.5438071612607 || Iter Time:0.03644704818725586 || Total time:12.679231882095337 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 315 || Clusters count: 16 || Log posterior: -2931.8779842507765 || Iter 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Iteration: 321 || Clusters count: 16 || Log posterior: -2840.0369545133844 || Iter Time:0.013758182525634766 || Total time:12.869813442230225 Iteration: 322 || Clusters count: 16 || Log posterior: -2804.794654126314 || Iter Time:0.03696799278259277 || Total time:12.906781435012817 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 323 || Clusters count: 16 || Log posterior: -2880.999064256686 || Iter Time:0.013652801513671875 || Total time:12.92043423652649 Iteration: 324 || Clusters count: 16 || Log posterior: -2843.5622407073497 || Iter Time:0.03670907020568848 || Total time:12.957143306732178 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 325 || Clusters count: 16 || Log posterior: -2849.941097394954 || Iter Time:0.014288187026977539 || Total time:12.971431493759155 Iteration: 326 || Clusters count: 16 || Log posterior: -2836.9634952284737 || Iter Time:0.03755593299865723 || Total time:13.008987426757812 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 327 || Clusters count: 17 || Log posterior: -2871.7721557130735 || Iter Time:0.016280174255371094 || Total time:13.025267601013184 Iteration: 328 || Clusters count: 16 || Log posterior: -2843.3259723533943 || Iter Time:0.040805816650390625 || Total time:13.066073417663574 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 329 || Clusters count: 16 || Log posterior: -2825.1799692173045 || Iter Time:0.014842987060546875 || Total time:13.080916404724121 Iteration: 330 || Clusters count: 16 || Log posterior: -2815.694765303344 || Iter Time:0.03690195083618164 || Total time:13.117818355560303 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 331 || Clusters count: 16 || Log posterior: -2909.0522507360015 || Iter Time:0.014994144439697266 || Total time:13.1328125 Iteration: 332 || Clusters count: 16 || Log posterior: -2862.073268862706 || Iter Time:0.0370640754699707 || Total time:13.16987657546997 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 333 || Clusters count: 16 || Log posterior: -2869.489592426557 || Iter Time:0.013879060745239258 || Total time:13.18375563621521 Iteration: 334 || Clusters count: 16 || Log posterior: -2859.996491773876 || Iter Time:0.03688216209411621 || Total time:13.220637798309326 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 335 || Clusters count: 16 || Log posterior: -2857.1525991190206 || Iter Time:0.013915061950683594 || Total time:13.23455286026001 Iteration: 336 || Clusters count: 16 || Log posterior: -2838.1392753166683 || Iter Time:0.03523993492126465 || Total time:13.269792795181274 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 337 || Clusters count: 17 || Log posterior: -2855.6705484352137 || Iter Time:0.014497995376586914 || Total 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|| Log posterior: -2892.921532826795 || Iter Time:0.01282811164855957 || Total time:13.456623315811157 Iteration: 344 || Clusters count: 16 || Log posterior: -2866.5234470241967 || Iter Time:0.0356290340423584 || Total time:13.492252349853516 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 345 || Clusters count: 16 || Log posterior: -2895.1212705273338 || Iter Time:0.013152122497558594 || Total time:13.505404472351074 Iteration: 346 || Clusters count: 16 || Log posterior: -2865.5345364693153 || Iter Time:0.03626203536987305 || Total time:13.541666507720947 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 347 || Clusters count: 16 || Log posterior: -2863.770276654874 || Iter Time:0.012257814407348633 || Total time:13.553924322128296 Iteration: 348 || Clusters count: 16 || Log posterior: -2839.6752245077237 || Iter Time:0.0365910530090332 || Total time:13.590515375137329 Loading and distributing data: 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Iteration: 360 || Clusters count: 16 || Log posterior: -2782.113911084958 || Iter Time:0.03766894340515137 || Total time:13.89377737045288 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 361 || Clusters count: 16 || Log posterior: -2830.545527380199 || Iter Time:0.014759063720703125 || Total time:13.908536434173584 Iteration: 362 || Clusters count: 16 || Log posterior: -2813.665889820348 || Iter Time:0.05731201171875 || Total time:13.965848445892334 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 363 || Clusters count: 16 || Log posterior: -2861.084937406834 || Iter Time:0.014147043228149414 || Total time:13.979995489120483 Iteration: 364 || Clusters count: 16 || Log posterior: -2836.4503857839386 || Iter Time:0.03608989715576172 || Total time:14.016085386276245 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 365 || Clusters count: 16 || Log posterior: 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Iteration: 393 || Clusters count: 16 || Log posterior: -2856.9989324165817 || Iter Time:0.014708995819091797 || Total time:14.775100231170654 Iteration: 394 || Clusters count: 16 || Log posterior: -2834.4734022291814 || Iter Time:0.035791873931884766 || Total time:14.810892105102539 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 395 || Clusters count: 16 || Log posterior: -2883.685527836166 || Iter Time:0.013870000839233398 || Total time:14.824762105941772 Iteration: 396 || Clusters count: 16 || Log posterior: -2860.318851525518 || Iter Time:0.03508782386779785 || Total time:14.85984992980957 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 397 || Clusters count: 16 || Log posterior: -2875.831489766696 || Iter Time:0.012755155563354492 || Total time:14.872605085372925 Iteration: 398 || Clusters count: 16 || Log posterior: -2852.860320610248 || Iter Time:0.035449981689453125 || Total 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|| Log posterior: -2877.83644808673 || Iter Time:0.035549163818359375 || Total time:15.057483196258545 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 405 || Clusters count: 16 || Log posterior: -2878.8053911789843 || Iter Time:0.1009829044342041 || Total time:15.158466100692749 Iteration: 406 || Clusters count: 16 || Log posterior: -2856.3474994497806 || Iter Time:0.03769421577453613 || Total time:15.196160316467285 Loading and distributing data: 0.000262 seconds (141 allocations: 13.211 KiB) Iteration: 407 || Clusters count: 16 || Log posterior: -2887.18493594734 || Iter Time:0.014332056045532227 || Total time:15.210492372512817 Iteration: 408 || Clusters count: 16 || Log posterior: -2839.188965715914 || Iter Time:0.03540205955505371 || Total time:15.245894432067871 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 409 || Clusters count: 16 || Log posterior: -2874.3456290475524 || Iter 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Iteration: 415 || Clusters count: 16 || Log posterior: -2838.8016107518433 || Iter Time:0.01584005355834961 || Total time:15.413723230361938 Iteration: 416 || Clusters count: 16 || Log posterior: -2826.172430573808 || Iter Time:0.038450002670288086 || Total time:15.452173233032227 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 417 || Clusters count: 16 || Log posterior: -2891.9947635858175 || Iter Time:0.01620006561279297 || Total time:15.46837329864502 Iteration: 418 || Clusters count: 16 || Log posterior: -2850.2466843560646 || Iter Time:0.03821396827697754 || Total time:15.506587266921997 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 419 || Clusters count: 16 || Log posterior: -2885.203901301987 || Iter Time:0.0166170597076416 || Total time:15.523204326629639 Iteration: 420 || Clusters count: 16 || Log posterior: -2865.298183756603 || Iter Time:0.04076790809631348 || Total time:15.563972234725952 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-2835.129629715806 || Iter Time:0.03992605209350586 || Total time:15.72790002822876 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 427 || Clusters count: 16 || Log posterior: -2892.225202888532 || Iter Time:0.015600919723510742 || Total time:15.74350094795227 Iteration: 428 || Clusters count: 15 || Log posterior: -2853.7486634041247 || Iter Time:0.04166603088378906 || Total time:15.78516697883606 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 429 || Clusters count: 15 || Log posterior: -2901.522619086421 || Iter Time:0.014078140258789062 || Total time:15.799245119094849 Iteration: 430 || Clusters count: 15 || Log posterior: -2867.661413638153 || Iter Time:0.03732705116271973 || Total time:15.836572170257568 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 431 || Clusters count: 15 || Log posterior: -2923.686449892129 || Iter Time:0.013679027557373047 || Total 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Iteration: 487 || Clusters count: 16 || Log posterior: -2876.1148537173667 || Iter Time:0.013000011444091797 || Total time:17.362059354782104 Iteration: 488 || Clusters count: 16 || Log posterior: -2844.703283285058 || Iter Time:0.03651094436645508 || Total time:17.39857029914856 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 489 || Clusters count: 16 || Log posterior: -2859.05043243019 || Iter Time:0.011728048324584961 || Total time:17.410298347473145 Iteration: 490 || Clusters count: 16 || Log posterior: -2823.114945027968 || Iter Time:0.03424406051635742 || Total time:17.444542407989502 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 491 || Clusters count: 16 || Log posterior: -2883.6299912156464 || Iter Time:0.015698909759521484 || Total time:17.460241317749023 Iteration: 492 || Clusters count: 16 || Log posterior: -2842.1416143838787 || Iter Time:0.03787493705749512 || Total time:17.49811625480652 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Log posterior: -2816.6573843464503 || Iter Time:0.014445066452026367 || Total time:17.947965621948242 Iteration: 510 || Clusters count: 16 || Log posterior: -2797.4305945749798 || Iter Time:0.03775811195373535 || Total time:17.985723733901978 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 511 || Clusters count: 16 || Log posterior: -2896.462492921566 || Iter Time:0.014210939407348633 || Total time:17.999934673309326 Iteration: 512 || Clusters count: 16 || Log posterior: -2868.371884269578 || Iter Time:0.03835797309875488 || Total time:18.03829264640808 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 513 || Clusters count: 16 || Log posterior: -2855.7747730083274 || Iter Time:0.014515876770019531 || Total time:18.0528085231781 Iteration: 514 || Clusters count: 16 || Log posterior: -2834.948857917259 || Iter Time:0.03826189041137695 || Total time:18.091070413589478 Loading and distributing data: 0.000179 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Iteration: 526 || Clusters count: 16 || Log posterior: -2881.0467260522773 || Iter Time:0.0377039909362793 || Total time:18.43383288383484 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 527 || Clusters count: 16 || Log posterior: -2931.214538460923 || Iter Time:0.01599287986755371 || Total time:18.449825763702393 Iteration: 528 || Clusters count: 16 || Log posterior: -2896.085701303721 || Iter Time:0.040235042572021484 || Total time:18.490060806274414 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 529 || Clusters count: 16 || Log posterior: -2903.6600809839933 || Iter Time:0.016255855560302734 || Total time:18.506316661834717 Iteration: 530 || Clusters count: 16 || Log posterior: -2874.0851576342247 || Iter Time:0.042510032653808594 || Total time:18.548826694488525 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 531 || Clusters count: 16 || Log posterior: 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Log posterior: -2841.265952020387 || Iter Time:0.03848385810852051 || Total time:19.070482969284058 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 549 || Clusters count: 16 || Log posterior: -2858.333085961784 || Iter Time:0.014159917831420898 || Total time:19.08464288711548 Iteration: 550 || Clusters count: 16 || Log posterior: -2839.0000689977755 || Iter Time:0.03615403175354004 || Total time:19.12079691886902 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 551 || Clusters count: 16 || Log posterior: -2888.787650937123 || Iter Time:0.014896869659423828 || Total time:19.135693788528442 Iteration: 552 || Clusters count: 16 || Log posterior: -2857.206883926021 || Iter Time:0.03942108154296875 || Total time:19.17511487007141 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 553 || Clusters count: 16 || Log posterior: -2911.7610058888763 || Iter 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Iteration: 559 || Clusters count: 16 || Log posterior: -2889.4507732386137 || Iter Time:0.013304948806762695 || Total time:19.34594988822937 Iteration: 560 || Clusters count: 16 || Log posterior: -2864.5023112915137 || Iter Time:0.03536796569824219 || Total time:19.381317853927612 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 561 || Clusters count: 16 || Log posterior: -2884.1501025155026 || Iter Time:0.013478994369506836 || Total time:19.39479684829712 Iteration: 562 || Clusters count: 16 || Log posterior: -2859.810018869017 || Iter Time:0.0389859676361084 || Total time:19.433782815933228 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 563 || Clusters count: 16 || Log posterior: -2849.8268583233853 || Iter Time:0.015756845474243164 || Total time:19.44953966140747 Iteration: 564 || Clusters count: 16 || Log posterior: -2833.325954164587 || Iter Time:0.0366971492767334 || Total time:19.486236810684204 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-2860.766979522792 || Iter Time:0.03898286819458008 || Total time:19.670933723449707 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 571 || Clusters count: 17 || Log posterior: -2854.817981011125 || Iter Time:0.014738082885742188 || Total time:19.68567180633545 Iteration: 572 || Clusters count: 17 || Log posterior: -2824.0960573202087 || Iter Time:0.03986215591430664 || Total time:19.725533962249756 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 573 || Clusters count: 16 || Log posterior: -2874.6435561806447 || Iter Time:0.01578998565673828 || Total time:19.741323947906494 Iteration: 574 || Clusters count: 16 || Log posterior: -2837.129463263972 || Iter Time:0.03917384147644043 || Total time:19.780497789382935 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 575 || Clusters count: 15 || Log posterior: -2858.592441074987 || Iter Time:0.015438079833984375 || Total 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Iteration: 598 || Clusters count: 15 || Log posterior: -2851.7763356039673 || Iter Time:0.033757925033569336 || Total time:20.35987901687622 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 599 || Clusters count: 15 || Log posterior: -2885.5649428481393 || Iter Time:0.013526201248168945 || Total time:20.37340521812439 Iteration: 600 || Clusters count: 15 || Log posterior: -2854.0010102321744 || Iter Time:0.03334212303161621 || Total time:20.406747341156006 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 601 || Clusters count: 15 || Log posterior: -2888.36493293798 || Iter Time:0.01299285888671875 || Total time:20.419740200042725 Iteration: 602 || Clusters count: 15 || Log posterior: -2866.981195727977 || Iter Time:0.03316807746887207 || Total time:20.452908277511597 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 603 || Clusters count: 15 || Log posterior: -2959.206531056966 || Iter Time:0.014311075210571289 || Total time:20.467219352722168 Iteration: 604 || Clusters count: 15 || Log posterior: -2928.8825662986455 || Iter Time:0.03409600257873535 || Total time:20.501315355300903 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 605 || Clusters count: 15 || Log posterior: -2920.904296895594 || Iter Time:0.013320207595825195 || Total time:20.51463556289673 Iteration: 606 || Clusters count: 15 || Log posterior: -2898.0158775523537 || Iter Time:0.0338749885559082 || Total time:20.548510551452637 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 607 || Clusters count: 15 || Log posterior: -2922.2972495308986 || Iter Time:0.013839960098266602 || Total time:20.562350511550903 Iteration: 608 || Clusters count: 15 || Log posterior: -2866.219820011289 || Iter Time:0.03647899627685547 || Total time:20.59882950782776 Loading and distributing data: 0.000181 seconds (141 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Iteration: 631 || Clusters count: 16 || Log posterior: -2812.731155281721 || Iter Time:0.012353897094726562 || Total time:21.19039559364319 Iteration: 632 || Clusters count: 16 || Log posterior: -2785.2397139755144 || Iter Time:0.036128997802734375 || Total time:21.226524591445923 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 633 || Clusters count: 16 || Log posterior: -2846.5407815705116 || Iter Time:0.012963056564331055 || Total time:21.239487648010254 Iteration: 634 || Clusters count: 16 || Log posterior: -2837.120167028185 || Iter Time:0.03555893898010254 || Total time:21.275046586990356 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 635 || Clusters count: 16 || Log posterior: -2905.0627240859644 || Iter Time:0.013182878494262695 || Total time:21.28822946548462 Iteration: 636 || Clusters count: 16 || Log posterior: -2874.3055291326414 || Iter Time:0.034667015075683594 || Total 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Iteration: 653 || Clusters count: 16 || Log posterior: -2899.1003318938706 || Iter Time:0.01326298713684082 || Total time:21.77614951133728 Iteration: 654 || Clusters count: 16 || Log posterior: -2880.0612830780647 || Iter Time:0.039901018142700195 || Total time:21.81605052947998 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 655 || Clusters count: 16 || Log posterior: -2900.1164515483347 || Iter Time:0.013012886047363281 || Total time:21.829063415527344 Iteration: 656 || Clusters count: 16 || Log posterior: -2880.796430158466 || Iter Time:0.035752058029174805 || Total time:21.86481547355652 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 657 || Clusters count: 16 || Log posterior: -2916.4511712319086 || Iter Time:0.013197898864746094 || Total time:21.878013372421265 Iteration: 658 || Clusters count: 16 || Log posterior: -2885.3689823204204 || Iter Time:0.036910057067871094 || Total 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Iteration: 675 || Clusters count: 16 || Log posterior: -2876.2389418463185 || Iter Time:0.012845993041992188 || Total time:22.354099988937378 Iteration: 676 || Clusters count: 16 || Log posterior: -2843.5793863916033 || Iter Time:0.037222862243652344 || Total time:22.39132285118103 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 677 || Clusters count: 16 || Log posterior: -2932.3105644966727 || Iter Time:0.012468099594116211 || Total time:22.403790950775146 Iteration: 678 || Clusters count: 16 || Log posterior: -2905.42145189462 || Iter Time:0.03766298294067383 || Total time:22.44145393371582 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 679 || Clusters count: 16 || Log posterior: -2934.721581199986 || Iter Time:0.015721797943115234 || Total time:22.457175731658936 Iteration: 680 || Clusters count: 16 || Log posterior: -2908.1581183413045 || Iter Time:0.035752058029174805 || Total time:22.49292778968811 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-2837.2037008173515 || Iter Time:0.03712010383605957 || Total time:22.747423887252808 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 687 || Clusters count: 16 || Log posterior: -2876.701636761157 || Iter Time:0.015398979187011719 || Total time:22.76282286643982 Iteration: 688 || Clusters count: 16 || Log posterior: -2856.0849777195754 || Iter Time:0.03701591491699219 || Total time:22.79983878135681 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 689 || Clusters count: 16 || Log posterior: -2868.6786990422065 || Iter Time:0.01617598533630371 || Total time:22.816014766693115 Iteration: 690 || Clusters count: 15 || Log posterior: -2835.3140031739167 || Iter Time:0.03963494300842285 || Total time:22.855649709701538 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 691 || Clusters count: 15 || Log posterior: -2841.274263126444 || Iter Time:0.015299081802368164 || Total 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Iteration: 819 || Clusters count: 16 || Log posterior: -2895.669660415797 || Iter Time:0.015752077102661133 || Total time:26.862180709838867 Iteration: 820 || Clusters count: 16 || Log posterior: -2848.936540708952 || Iter Time:0.03702497482299805 || Total time:26.899205684661865 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 821 || Clusters count: 16 || Log posterior: -2838.517790309864 || Iter Time:0.014611005783081055 || Total time:26.913816690444946 Iteration: 822 || Clusters count: 16 || Log posterior: -2815.3980218852944 || Iter Time:0.03734993934631348 || Total time:26.95116662979126 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 823 || Clusters count: 16 || Log posterior: -2864.3603646491897 || Iter Time:0.013750076293945312 || Total time:26.964916706085205 Iteration: 824 || Clusters count: 16 || Log posterior: -2835.398419993469 || Iter Time:0.03737616539001465 || Total time:27.00229287147522 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Time:0.0374751091003418 || Total time:27.751948833465576 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 853 || Clusters count: 17 || Log posterior: -2844.573478014273 || Iter Time:0.014894962310791016 || Total time:27.766843795776367 Iteration: 854 || Clusters count: 16 || Log posterior: -2822.707159324525 || Iter Time:0.03976011276245117 || Total time:27.80660390853882 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 855 || Clusters count: 16 || Log posterior: -2842.4507066416013 || Iter Time:0.014417886734008789 || Total time:27.821021795272827 Iteration: 856 || Clusters count: 16 || Log posterior: -2828.6255467542474 || Iter Time:0.037631988525390625 || Total time:27.858653783798218 Loading and distributing data: 0.000257 seconds (141 allocations: 13.211 KiB) Iteration: 857 || Clusters count: 16 || Log posterior: -2870.1809784933484 || Iter Time:0.014832019805908203 || Total time:27.873485803604126 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allocations: 13.211 KiB) Iteration: 869 || Clusters count: 17 || Log posterior: -2836.370146243634 || Iter Time:0.013870954513549805 || Total time:28.201590299606323 Iteration: 870 || Clusters count: 17 || Log posterior: -2812.179276255378 || Iter Time:0.0382990837097168 || Total time:28.23988938331604 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 871 || Clusters count: 16 || Log posterior: -2896.8795563438653 || Iter Time:0.013978004455566406 || Total time:28.253867387771606 Iteration: 872 || Clusters count: 16 || Log posterior: -2856.7402115087543 || Iter Time:0.035761117935180664 || Total time:28.289628505706787 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 873 || Clusters count: 16 || Log posterior: -2908.25933036921 || Iter Time:0.013092041015625 || Total time:28.302720546722412 Iteration: 874 || Clusters count: 16 || Log posterior: -2883.5027267765504 || Iter Time:0.03542017936706543 || Total 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Log posterior: -2848.8125375560357 || Iter Time:0.03656792640686035 || Total time:28.48866033554077 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 881 || Clusters count: 16 || Log posterior: -2913.5997399053144 || Iter Time:0.014041900634765625 || Total time:28.502702236175537 Iteration: 882 || Clusters count: 16 || Log posterior: -2901.2606570184853 || Iter Time:0.03662705421447754 || Total time:28.539329290390015 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 883 || Clusters count: 16 || Log posterior: -2925.1859196441937 || Iter Time:0.014579057693481445 || Total time:28.553908348083496 Iteration: 884 || Clusters count: 16 || Log posterior: -2900.1633068903557 || Iter Time:0.0379030704498291 || Total time:28.591811418533325 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 885 || Clusters count: 16 || Log posterior: -2924.9699133006875 || Iter 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Iteration: 891 || Clusters count: 16 || Log posterior: -2797.6860065708584 || Iter Time:0.016057968139648438 || Total time:28.804891109466553 Iteration: 892 || Clusters count: 16 || Log posterior: -2788.5723284526744 || Iter Time:0.03825497627258301 || Total time:28.843146085739136 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 893 || Clusters count: 16 || Log posterior: -2858.767343463292 || Iter Time:0.01668095588684082 || Total time:28.859827041625977 Iteration: 894 || Clusters count: 16 || Log posterior: -2839.8377399639444 || Iter Time:0.039541006088256836 || Total time:28.899368047714233 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 895 || Clusters count: 16 || Log posterior: -2887.9150193542437 || Iter Time:0.01592707633972168 || Total time:28.915295124053955 Iteration: 896 || Clusters count: 16 || Log posterior: -2865.8334043642717 || Iter Time:0.04019498825073242 || Total 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|| Log posterior: -2843.727895145802 || Iter Time:0.03595304489135742 || Total time:29.115560293197632 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 903 || Clusters count: 15 || Log posterior: -2938.717708735228 || Iter Time:0.014444112777709961 || Total time:29.130004405975342 Iteration: 904 || Clusters count: 15 || Log posterior: -2909.9727880118185 || Iter Time:0.034371137619018555 || Total time:29.16437554359436 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 905 || Clusters count: 15 || Log posterior: -2899.7764632353674 || Iter Time:0.013530969619750977 || Total time:29.17790651321411 Iteration: 906 || Clusters count: 15 || Log posterior: -2872.064727458043 || Iter Time:0.03439497947692871 || Total time:29.21230149269104 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 907 || Clusters count: 15 || Log posterior: -2903.0734071842244 || Iter 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Iteration: 913 || Clusters count: 16 || Log posterior: -2842.228507195778 || Iter Time:0.01322793960571289 || Total time:29.376728534698486 Iteration: 914 || Clusters count: 16 || Log posterior: -2818.728885066931 || Iter Time:0.04070591926574707 || Total time:29.417434453964233 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 915 || Clusters count: 16 || Log posterior: -2848.0429329180083 || Iter Time:0.014320135116577148 || Total time:29.43175458908081 Iteration: 916 || Clusters count: 16 || Log posterior: -2829.882501811109 || Iter Time:0.058836936950683594 || Total time:29.490591526031494 Loading and distributing data: 0.000175 seconds (141 allocations: 13.242 KiB) Iteration: 917 || Clusters count: 16 || Log posterior: -2864.4202392635625 || Iter Time:0.013970136642456055 || Total time:29.50456166267395 Iteration: 918 || Clusters count: 16 || Log posterior: -2845.4114364031548 || Iter Time:0.035887956619262695 || Total time:29.540449619293213 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 919 || Clusters count: 16 || Log posterior: -2854.870730595772 || Iter Time:0.012994050979614258 || Total time:29.553443670272827 Iteration: 920 || Clusters count: 16 || Log posterior: -2840.505338302888 || Iter Time:0.03333401679992676 || Total time:29.586777687072754 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 921 || Clusters count: 17 || Log posterior: -2863.958943961542 || Iter Time:0.014326095581054688 || Total time:29.60110378265381 Iteration: 922 || Clusters count: 17 || Log posterior: -2853.697972557174 || Iter Time:0.035151004791259766 || Total time:29.63625478744507 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 923 || Clusters count: 18 || Log posterior: -2852.7492532075908 || Iter Time:0.012835025787353516 || Total time:29.649089813232422 Iteration: 924 || Clusters count: 17 || Log posterior: -2825.1590174340927 || Iter Time:0.03702092170715332 || Total time:29.686110734939575 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 925 || Clusters count: 16 || Log posterior: -2864.4691744399283 || Iter Time:0.011780977249145508 || Total time:29.69789171218872 Iteration: 926 || Clusters count: 16 || Log posterior: -2846.521899496182 || Iter Time:0.03286099433898926 || Total time:29.73075270652771 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 927 || Clusters count: 16 || Log posterior: -2911.476331043906 || Iter Time:0.012797117233276367 || Total time:29.743549823760986 Iteration: 928 || Clusters count: 16 || Log posterior: -2879.2206340124685 || Iter Time:0.03666806221008301 || Total time:29.78021788597107 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 929 || Clusters count: 16 || Log posterior: -2882.4962048524862 || Iter Time:0.012972116470336914 || Total 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Log posterior: -2870.6442679886527 || Iter Time:0.012603998184204102 || Total time:29.945085048675537 Iteration: 936 || Clusters count: 16 || Log posterior: -2829.354603588621 || Iter Time:0.037978172302246094 || Total time:29.983063220977783 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 937 || Clusters count: 16 || Log posterior: -2864.506020120816 || Iter Time:0.01536703109741211 || Total time:29.998430252075195 Iteration: 938 || Clusters count: 16 || Log posterior: -2835.0052876331624 || Iter Time:0.03896594047546387 || Total time:30.03739619255066 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 939 || Clusters count: 17 || Log posterior: -2886.4107968913017 || Iter Time:0.01532292366027832 || Total time:30.052719116210938 Iteration: 940 || Clusters count: 16 || Log posterior: -2839.1206591655446 || Iter Time:0.04069709777832031 || Total time:30.093416213989258 Loading and distributing data: 0.000225 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Iteration: 952 || Clusters count: 16 || Log posterior: -2861.157261517573 || Iter Time:0.04016995429992676 || Total time:30.4403657913208 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 953 || Clusters count: 16 || Log posterior: -2872.629866985907 || Iter Time:0.01633596420288086 || Total time:30.45670175552368 Iteration: 954 || Clusters count: 16 || Log posterior: -2846.1007447173197 || Iter Time:0.03946495056152344 || Total time:30.496166706085205 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 955 || Clusters count: 16 || Log posterior: -2874.9906440121936 || Iter Time:0.014966964721679688 || Total time:30.511133670806885 Iteration: 956 || Clusters count: 16 || Log posterior: -2857.0181840165865 || Iter Time:0.03655886650085449 || Total time:30.54769253730774 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 957 || Clusters count: 16 || Log posterior: -2857.8882767739397 || Iter Time:0.013851165771484375 || Total time:30.561543703079224 Iteration: 958 || Clusters count: 16 || Log posterior: -2840.0276976637915 || Iter Time:0.04051399230957031 || Total time:30.602057695388794 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 959 || Clusters count: 16 || Log posterior: -2880.570243253194 || Iter Time:0.01595592498779297 || Total time:30.618013620376587 Iteration: 960 || Clusters count: 16 || Log posterior: -2857.733777193842 || Iter Time:0.03913402557373047 || Total time:30.657147645950317 Loading and distributing data: 0.000209 seconds (141 allocations: 13.211 KiB) Iteration: 961 || Clusters count: 16 || Log posterior: -2919.227060236613 || Iter Time:0.016376018524169922 || Total time:30.673523664474487 Iteration: 962 || Clusters count: 16 || Log posterior: -2892.4045234348905 || Iter Time:0.03608989715576172 || Total time:30.70961356163025 Loading and distributing data: 0.000196 seconds (141 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Iteration: 985 || Clusters count: 16 || Log posterior: -2884.7122288318196 || Iter Time:0.015427112579345703 || Total time:31.332236528396606 Iteration: 986 || Clusters count: 16 || Log posterior: -2866.43775485788 || Iter Time:0.03787803649902344 || Total time:31.37011456489563 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 987 || Clusters count: 16 || Log posterior: -2898.983877016428 || Iter Time:0.014800071716308594 || Total time:31.38491463661194 Iteration: 988 || Clusters count: 16 || Log posterior: -2873.8232509443924 || Iter Time:0.039086103439331055 || Total time:31.42400074005127 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 989 || Clusters count: 16 || Log posterior: -2864.9600147057654 || Iter Time:0.015110969543457031 || Total time:31.439111709594727 Iteration: 990 || Clusters count: 16 || Log posterior: -2840.43432027902 || Iter Time:0.041359901428222656 || Total time:31.48047161102295 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-2807.8213607569937 || Iter Time:0.039672136306762695 || Total time:31.668487548828125 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 997 || Clusters count: 16 || Log posterior: -2870.5025191467635 || Iter Time:0.015846967697143555 || Total time:31.68433451652527 Iteration: 998 || Clusters count: 16 || Log posterior: -2851.401917057884 || Iter Time:0.04105210304260254 || Total time:31.72538661956787 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 999 || Clusters count: 17 || Log posterior: -2840.4202594761728 || Iter Time:0.0158231258392334 || Total time:31.741209745407104 Iteration: 1000 || Clusters count: 17 || Log posterior: -2818.239694126264 || Iter Time:0.04040813446044922 || Total time:31.781617879867554 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1001 || Clusters count: 17 || Log posterior: -2822.178899426534 || Iter Time:0.015262842178344727 || Total 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Iteration: 1024 || Clusters count: 16 || Log posterior: -2813.8285316154424 || Iter Time:0.03988814353942871 || Total time:32.47054100036621 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1025 || Clusters count: 16 || Log posterior: -2875.848729095112 || Iter Time:0.014409065246582031 || Total time:32.48495006561279 Iteration: 1026 || Clusters count: 16 || Log posterior: -2844.8299644972035 || Iter Time:0.03770804405212402 || Total time:32.52265810966492 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1027 || Clusters count: 16 || Log posterior: -2837.3770925356525 || Iter Time:0.014879941940307617 || Total time:32.537538051605225 Iteration: 1028 || Clusters count: 16 || Log posterior: -2815.870126901375 || Iter Time:0.04002094268798828 || Total time:32.57755899429321 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1029 || Clusters count: 16 || Log posterior: 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Iteration: 1046 || Clusters count: 16 || Log posterior: -2846.2456799366273 || Iter Time:0.04056715965270996 || Total time:33.10508632659912 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1047 || Clusters count: 16 || Log posterior: -2891.4317452123432 || Iter Time:0.014370203018188477 || Total time:33.11945652961731 Iteration: 1048 || Clusters count: 16 || Log posterior: -2871.480690902965 || Iter Time:0.03685879707336426 || Total time:33.156315326690674 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1049 || Clusters count: 16 || Log posterior: -2850.367933688224 || Iter Time:0.014281034469604492 || Total time:33.17059636116028 Iteration: 1050 || Clusters count: 16 || Log posterior: -2817.858820986589 || Iter Time:0.03582119941711426 || Total time:33.20641756057739 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1051 || Clusters count: 16 || Log posterior: 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16 || Log posterior: -2860.824775225151 || Iter Time:0.04053902626037598 || Total time:33.72966241836548 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1069 || Clusters count: 17 || Log posterior: -2926.4203673460183 || Iter Time:0.016488075256347656 || Total time:33.746150493621826 Iteration: 1070 || Clusters count: 16 || Log posterior: -2888.52382527115 || Iter Time:0.04126787185668945 || Total time:33.787418365478516 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1071 || Clusters count: 17 || Log posterior: -2846.3522107658196 || Iter Time:0.01518106460571289 || Total time:33.80259943008423 Iteration: 1072 || Clusters count: 16 || Log posterior: -2822.769605006077 || Iter Time:0.03945612907409668 || Total time:33.842055559158325 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1073 || Clusters count: 16 || Log posterior: -2863.3455454767222 || Iter 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Iteration: 1079 || Clusters count: 16 || Log posterior: -2882.7029806489045 || Iter Time:0.012668848037719727 || Total time:34.00073480606079 Iteration: 1080 || Clusters count: 16 || Log posterior: -2855.2950980361707 || Iter Time:0.0358729362487793 || Total time:34.03660774230957 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1081 || Clusters count: 16 || Log posterior: -2862.0878857870903 || Iter Time:0.012521028518676758 || Total time:34.04912877082825 Iteration: 1082 || Clusters count: 16 || Log posterior: -2854.8786323624126 || Iter Time:0.03834414482116699 || Total time:34.087472915649414 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1083 || Clusters count: 16 || Log posterior: -2859.935411529955 || Iter Time:0.012678861618041992 || Total time:34.100151777267456 Iteration: 1084 || Clusters count: 16 || Log posterior: -2836.9754978852834 || Iter Time:0.03435778617858887 || Total 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16 || Log posterior: -2827.5964968896606 || Iter Time:0.040151119232177734 || Total time:34.32743811607361 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1091 || Clusters count: 16 || Log posterior: -2862.307294756066 || Iter Time:0.015646934509277344 || Total time:34.343085050582886 Iteration: 1092 || Clusters count: 16 || Log posterior: -2847.8392217700066 || Iter Time:0.04115796089172363 || Total time:34.38424301147461 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1093 || Clusters count: 16 || Log posterior: -2865.6516520932764 || Iter Time:0.016208887100219727 || Total time:34.40045189857483 Iteration: 1094 || Clusters count: 16 || Log posterior: -2834.288976144514 || Iter Time:0.04138994216918945 || Total time:34.44184184074402 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1095 || Clusters count: 16 || Log posterior: -2869.1704992280365 || Iter 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Iteration: 1101 || Clusters count: 16 || Log posterior: -2853.249429563509 || Iter Time:0.016599178314208984 || Total time:34.63435220718384 Iteration: 1102 || Clusters count: 16 || Log posterior: -2830.2596593012204 || Iter Time:0.04156804084777832 || Total time:34.675920248031616 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1103 || Clusters count: 16 || Log posterior: -2886.083636986674 || Iter Time:0.017760038375854492 || Total time:34.69368028640747 Iteration: 1104 || Clusters count: 16 || Log posterior: -2865.6773992301955 || Iter Time:0.04339098930358887 || Total time:34.73707127571106 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 1105 || Clusters count: 17 || Log posterior: -2883.5692065293033 || Iter Time:0.01903390884399414 || Total time:34.756105184555054 Iteration: 1106 || Clusters count: 16 || Log posterior: -2863.918827938499 || Iter Time:0.04488706588745117 || Total 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Iteration: 1145 || Clusters count: 16 || Log posterior: -2789.8851773155175 || Iter Time:0.014037847518920898 || Total time:35.83810997009277 Iteration: 1146 || Clusters count: 16 || Log posterior: -2772.6510713228718 || Iter Time:0.03613114356994629 || Total time:35.87424111366272 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1147 || Clusters count: 16 || Log posterior: -2849.762807366265 || Iter Time:0.015021085739135742 || Total time:35.889262199401855 Iteration: 1148 || Clusters count: 16 || Log posterior: -2814.370465571738 || Iter Time:0.03787803649902344 || Total time:35.92714023590088 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1149 || Clusters count: 16 || Log posterior: -2872.3700607485766 || Iter Time:0.016112089157104492 || Total time:35.94325232505798 Iteration: 1150 || Clusters count: 16 || Log posterior: -2852.63843924759 || Iter Time:0.038568973541259766 || Total 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Iteration: 1167 || Clusters count: 16 || Log posterior: -2888.2319396510165 || Iter Time:0.014966011047363281 || Total time:36.452311515808105 Iteration: 1168 || Clusters count: 16 || Log posterior: -2877.8311018755185 || Iter Time:0.036543846130371094 || Total time:36.48885536193848 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1169 || Clusters count: 16 || Log posterior: -2879.8707428661187 || Iter Time:0.015622138977050781 || Total time:36.50447750091553 Iteration: 1170 || Clusters count: 16 || Log posterior: -2848.0865596649983 || Iter Time:0.03683209419250488 || Total time:36.54130959510803 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1171 || Clusters count: 16 || Log posterior: -2846.814279285265 || Iter Time:0.014732122421264648 || Total time:36.5560417175293 Iteration: 1172 || Clusters count: 16 || Log posterior: -2836.046951312526 || Iter Time:0.03742790222167969 || Total 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|| Log posterior: -2819.21175020909 || Iter Time:0.06114387512207031 || Total time:36.7810697555542 Loading and distributing data: 0.000205 seconds (141 allocations: 13.242 KiB) Iteration: 1179 || Clusters count: 16 || Log posterior: -2860.562409930873 || Iter Time:0.015265941619873047 || Total time:36.79633569717407 Iteration: 1180 || Clusters count: 16 || Log posterior: -2812.8468993612364 || Iter Time:0.03964996337890625 || Total time:36.83598566055298 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1181 || Clusters count: 16 || Log posterior: -2861.6205116782667 || Iter Time:0.015744924545288086 || Total time:36.85173058509827 Iteration: 1182 || Clusters count: 16 || Log posterior: -2839.712855474716 || Iter Time:0.03879189491271973 || Total time:36.890522480010986 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1183 || Clusters count: 16 || Log posterior: -2902.7792125789724 || Iter 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Iteration: 1189 || Clusters count: 16 || Log posterior: -2848.088691211586 || Iter Time:0.01581597328186035 || Total time:37.07331562042236 Iteration: 1190 || Clusters count: 16 || Log posterior: -2826.363279569167 || Iter Time:0.043723106384277344 || Total time:37.11703872680664 Loading and distributing data: 0.000223 seconds (141 allocations: 13.211 KiB) Iteration: 1191 || Clusters count: 16 || Log posterior: -2814.1494950712295 || Iter Time:0.01340794563293457 || Total time:37.130446672439575 Iteration: 1192 || Clusters count: 16 || Log posterior: -2791.382416166168 || Iter Time:0.03678703308105469 || Total time:37.16723370552063 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1193 || Clusters count: 16 || Log posterior: -2874.0524338075807 || Iter Time:0.013553857803344727 || Total time:37.180787563323975 Iteration: 1194 || Clusters count: 16 || Log posterior: -2859.241529091704 || Iter Time:0.03629183769226074 || Total 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Iteration: 1211 || Clusters count: 16 || Log posterior: -2833.4757226956904 || Iter Time:0.01441192626953125 || Total time:37.66435122489929 Iteration: 1212 || Clusters count: 16 || Log posterior: -2812.3412862913738 || Iter Time:0.03724813461303711 || Total time:37.70159935951233 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1213 || Clusters count: 16 || Log posterior: -2872.110574161246 || Iter Time:0.013880014419555664 || Total time:37.715479373931885 Iteration: 1214 || Clusters count: 16 || Log posterior: -2855.942428191404 || Iter Time:0.037840843200683594 || Total time:37.75332021713257 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1215 || Clusters count: 16 || Log posterior: -2929.175361230416 || Iter Time:0.013952970504760742 || Total time:37.76727318763733 Iteration: 1216 || Clusters count: 16 || Log posterior: -2892.4012094397003 || Iter Time:0.03875088691711426 || Total 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Iteration: 1233 || Clusters count: 16 || Log posterior: -2898.4757534849605 || Iter Time:0.01497793197631836 || Total time:38.27140188217163 Iteration: 1234 || Clusters count: 16 || Log posterior: -2875.699701172677 || Iter Time:0.03779292106628418 || Total time:38.309194803237915 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1235 || Clusters count: 16 || Log posterior: -2849.50929326446 || Iter Time:0.015236139297485352 || Total time:38.3244309425354 Iteration: 1236 || Clusters count: 16 || Log posterior: -2822.998128765361 || Iter Time:0.03695201873779297 || Total time:38.36138296127319 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1237 || Clusters count: 16 || Log posterior: -2883.6418511071415 || Iter Time:0.013543844223022461 || Total time:38.374926805496216 Iteration: 1238 || Clusters count: 16 || Log posterior: -2859.7696834702483 || Iter Time:0.03820204734802246 || Total time:38.41312885284424 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|| Total time:39.86896729469299 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1289 || Clusters count: 17 || Log posterior: -2866.471756702677 || Iter Time:0.01598811149597168 || Total time:39.884955406188965 Iteration: 1290 || Clusters count: 16 || Log posterior: -2833.9138501977654 || Iter Time:0.039459943771362305 || Total time:39.92441534996033 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1291 || Clusters count: 16 || Log posterior: -2858.783430226945 || Iter Time:0.015162944793701172 || Total time:39.93957829475403 Iteration: 1292 || Clusters count: 16 || Log posterior: -2837.472647689787 || Iter Time:0.04069995880126953 || Total time:39.9802782535553 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1293 || Clusters count: 16 || Log posterior: -2804.135571502999 || Iter Time:0.015446901321411133 || Total time:39.99572515487671 Iteration: 1294 || Clusters 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KiB) Iteration: 1305 || Clusters count: 16 || Log posterior: -2883.095669557147 || Iter Time:0.014991998672485352 || Total time:40.36209273338318 Iteration: 1306 || Clusters count: 16 || Log posterior: -2851.684311024206 || Iter Time:0.03933310508728027 || Total time:40.40142583847046 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1307 || Clusters count: 16 || Log posterior: -2897.023501881119 || Iter Time:0.014796018600463867 || Total time:40.41622185707092 Iteration: 1308 || Clusters count: 16 || Log posterior: -2854.29717994073 || Iter Time:0.039090871810913086 || Total time:40.455312728881836 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1309 || Clusters count: 16 || Log posterior: -2904.728942955154 || Iter Time:0.01570892333984375 || Total time:40.47102165222168 Iteration: 1310 || Clusters count: 16 || Log posterior: -2881.4315432935637 || Iter Time:0.03921699523925781 || Total 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16 || Log posterior: -2829.599771378594 || Iter Time:0.03816699981689453 || Total time:40.67470669746399 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1317 || Clusters count: 17 || Log posterior: -2899.4440657490095 || Iter Time:0.016057968139648438 || Total time:40.69076466560364 Iteration: 1318 || Clusters count: 17 || Log posterior: -2860.5080555722384 || Iter Time:0.04177284240722656 || Total time:40.732537508010864 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1319 || Clusters count: 17 || Log posterior: -2874.954068925578 || Iter Time:0.01605677604675293 || Total time:40.74859428405762 Iteration: 1320 || Clusters count: 17 || Log posterior: -2847.7856362863254 || Iter Time:0.06534504890441895 || Total time:40.813939332962036 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1321 || Clusters count: 17 || Log posterior: -2826.8547582752963 || Iter 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Iteration: 1327 || Clusters count: 17 || Log posterior: -2843.7941750749014 || Iter Time:0.01761317253112793 || Total time:41.00675845146179 Iteration: 1328 || Clusters count: 16 || Log posterior: -2832.1204253787937 || Iter Time:0.04421401023864746 || Total time:41.05097246170044 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1329 || Clusters count: 16 || Log posterior: -2889.5837716211654 || Iter Time:0.016513824462890625 || Total time:41.06748628616333 Iteration: 1330 || Clusters count: 16 || Log posterior: -2846.4181962364737 || Iter Time:0.042066097259521484 || Total time:41.10955238342285 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1331 || Clusters count: 16 || Log posterior: -2870.818701099326 || Iter Time:0.01536107063293457 || Total time:41.124913454055786 Iteration: 1332 || Clusters count: 16 || Log posterior: -2854.628446745575 || Iter Time:0.03957200050354004 || Total 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Iteration: 1349 || Clusters count: 16 || Log posterior: -2880.926532405141 || Iter Time:0.01681995391845703 || Total time:41.66482734680176 Iteration: 1350 || Clusters count: 16 || Log posterior: -2834.4530920339944 || Iter Time:0.04147791862487793 || Total time:41.706305265426636 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1351 || Clusters count: 16 || Log posterior: -2843.5030693178587 || Iter Time:0.01710796356201172 || Total time:41.72341322898865 Iteration: 1352 || Clusters count: 16 || Log posterior: -2821.700124223522 || Iter Time:0.04230093955993652 || Total time:41.765714168548584 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1353 || Clusters count: 16 || Log posterior: -2866.7892220813924 || Iter Time:0.016980886459350586 || Total time:41.782695055007935 Iteration: 1354 || Clusters count: 16 || Log posterior: -2848.134600111618 || Iter Time:0.03879213333129883 || Total 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Log posterior: -2836.9471778372103 || Iter Time:0.03815913200378418 || Total time:41.980992555618286 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 1361 || Clusters count: 16 || Log posterior: -2859.365322309379 || Iter Time:0.01391291618347168 || Total time:41.99490547180176 Iteration: 1362 || Clusters count: 16 || Log posterior: -2826.062461369968 || Iter Time:0.038424015045166016 || Total time:42.033329486846924 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1363 || Clusters count: 16 || Log posterior: -2891.6849409548167 || Iter Time:0.01544499397277832 || Total time:42.0487744808197 Iteration: 1364 || Clusters count: 16 || Log posterior: -2832.6415304121147 || Iter Time:0.037802934646606445 || Total time:42.08657741546631 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1365 || Clusters count: 16 || Log posterior: -2884.202404376057 || Iter 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Iteration: 1371 || Clusters count: 17 || Log posterior: -2853.8897493131603 || Iter Time:0.014868974685668945 || Total time:42.28338050842285 Iteration: 1372 || Clusters count: 16 || Log posterior: -2837.2942805217413 || Iter Time:0.03950381278991699 || Total time:42.32288432121277 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1373 || Clusters count: 16 || Log posterior: -2873.0848305282775 || Iter Time:0.014915943145751953 || Total time:42.33780026435852 Iteration: 1374 || Clusters count: 16 || Log posterior: -2839.0668939855627 || Iter Time:0.03867697715759277 || Total time:42.37647724151611 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1375 || Clusters count: 16 || Log posterior: -2883.074844073255 || Iter Time:0.015111923217773438 || Total time:42.39158916473389 Iteration: 1376 || Clusters count: 16 || Log posterior: -2864.759236872201 || Iter Time:0.03908801078796387 || Total 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Iteration: 1393 || Clusters count: 16 || Log posterior: -2831.9005659896593 || Iter Time:0.014119863510131836 || Total time:42.910966873168945 Iteration: 1394 || Clusters count: 15 || Log posterior: -2814.47343958066 || Iter Time:0.03786301612854004 || Total time:42.948829889297485 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1395 || Clusters count: 15 || Log posterior: -2855.3531773837476 || Iter Time:0.013514041900634766 || Total time:42.96234393119812 Iteration: 1396 || Clusters count: 15 || Log posterior: -2837.174431752303 || Iter Time:0.036463022232055664 || Total time:42.998806953430176 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1397 || Clusters count: 15 || Log posterior: -2904.6281631823035 || Iter Time:0.014300107955932617 || Total time:43.01310706138611 Iteration: 1398 || Clusters count: 15 || Log posterior: -2854.863107983707 || Iter Time:0.03777909278869629 || Total 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|| Log posterior: -2868.7618093406877 || Iter Time:0.039257049560546875 || Total time:43.211514949798584 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1405 || Clusters count: 16 || Log posterior: -2903.331503837053 || Iter Time:0.015120983123779297 || Total time:43.22663593292236 Iteration: 1406 || Clusters count: 16 || Log posterior: -2877.8286439174553 || Iter Time:0.042910099029541016 || Total time:43.269546031951904 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1407 || Clusters count: 17 || Log posterior: -2853.785220599649 || Iter Time:0.01600503921508789 || Total time:43.28555107116699 Iteration: 1408 || Clusters count: 16 || Log posterior: -2841.2113547269482 || Iter Time:0.04069709777832031 || Total time:43.32624816894531 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1409 || Clusters count: 16 || Log posterior: -2832.7640993790305 || Iter 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Iteration: 1415 || Clusters count: 17 || Log posterior: -2906.095464357439 || Iter Time:0.014421939849853516 || Total time:43.49960732460022 Iteration: 1416 || Clusters count: 16 || Log posterior: -2851.5815264202297 || Iter Time:0.0629429817199707 || Total time:43.56255030632019 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1417 || Clusters count: 16 || Log posterior: -2863.590735617106 || Iter Time:0.013894796371459961 || Total time:43.57644510269165 Iteration: 1418 || Clusters count: 16 || Log posterior: -2836.391859611038 || Iter Time:0.03783392906188965 || Total time:43.61427903175354 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1419 || Clusters count: 16 || Log posterior: -2859.488140859211 || Iter Time:0.01321101188659668 || Total time:43.62749004364014 Iteration: 1420 || Clusters count: 16 || Log posterior: -2831.0237592421768 || Iter Time:0.03792905807495117 || Total time:43.66541910171509 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1421 || Clusters count: 17 || Log posterior: -2844.522387527269 || Iter Time:0.014428853988647461 || Total time:43.679847955703735 Iteration: 1422 || Clusters count: 16 || Log posterior: -2814.115743139583 || Iter Time:0.03991389274597168 || Total time:43.71976184844971 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1423 || Clusters count: 17 || Log posterior: -2838.8082343711253 || Iter Time:0.014894962310791016 || Total time:43.7346568107605 Iteration: 1424 || Clusters count: 16 || Log posterior: -2810.972380576892 || Iter Time:0.0405120849609375 || Total time:43.775168895721436 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1425 || Clusters count: 16 || Log posterior: -2881.0240558582063 || Iter Time:0.014081001281738281 || Total time:43.789249897003174 Iteration: 1426 || Clusters count: 16 || Log posterior: -2841.95926745027 || Iter Time:0.03863787651062012 || Total time:43.827887773513794 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1427 || Clusters count: 17 || Log posterior: -2931.497492030672 || Iter Time:0.015102863311767578 || Total time:43.84299063682556 Iteration: 1428 || Clusters count: 16 || Log posterior: -2886.1571484948254 || Iter Time:0.04073596000671387 || Total time:43.883726596832275 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1429 || Clusters count: 16 || Log posterior: -2909.552223906882 || Iter Time:0.013972043991088867 || Total time:43.897698640823364 Iteration: 1430 || Clusters count: 16 || Log posterior: -2884.704383125739 || Iter Time:0.040125131607055664 || Total time:43.93782377243042 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1431 || Clusters count: 16 || Log posterior: -2887.741711643409 || Iter Time:0.013955116271972656 || 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Iteration: 1454 || Clusters count: 17 || Log posterior: -2810.6818128629825 || Iter Time:0.03886699676513672 || Total time:44.618096590042114 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1455 || Clusters count: 17 || Log posterior: -2859.172313540532 || Iter Time:0.014224052429199219 || Total time:44.63232064247131 Iteration: 1456 || Clusters count: 17 || Log posterior: -2838.7856040130728 || Iter Time:0.03755903244018555 || Total time:44.6698796749115 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1457 || Clusters count: 17 || Log posterior: -2873.6869133787927 || Iter Time:0.014571905136108398 || Total time:44.68445158004761 Iteration: 1458 || Clusters count: 17 || Log posterior: -2832.1466792501265 || Iter Time:0.039633989334106445 || Total time:44.724085569381714 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1459 || Clusters count: 17 || Log posterior: -2858.921151109961 || Iter Time:0.014447927474975586 || Total time:44.73853349685669 Iteration: 1460 || Clusters count: 17 || Log posterior: -2822.832621315897 || Iter Time:0.03901410102844238 || Total time:44.77754759788513 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1461 || Clusters count: 17 || Log posterior: -2816.8014231699376 || Iter Time:0.01571488380432129 || Total time:44.79326248168945 Iteration: 1462 || Clusters count: 16 || Log posterior: -2792.1156471431404 || Iter Time:0.039721012115478516 || Total time:44.83298349380493 Loading and distributing data: 0.000215 seconds (141 allocations: 13.211 KiB) Iteration: 1463 || Clusters count: 16 || Log posterior: -2853.8365183602077 || Iter Time:0.014470100402832031 || Total time:44.847453594207764 Iteration: 1464 || Clusters count: 16 || Log posterior: -2827.517244022995 || Iter Time:0.06516003608703613 || Total time:44.9126136302948 Loading and distributing data: 0.000181 seconds (141 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Iteration: 1487 || Clusters count: 16 || Log posterior: -2881.355501377946 || Iter Time:0.014020919799804688 || Total time:45.56046199798584 Iteration: 1488 || Clusters count: 16 || Log posterior: -2863.2132859803164 || Iter Time:0.06196308135986328 || Total time:45.6224250793457 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1489 || Clusters count: 17 || Log posterior: -2873.3073945427977 || Iter Time:0.014129877090454102 || Total time:45.63655495643616 Iteration: 1490 || Clusters count: 16 || Log posterior: -2846.5237134189715 || Iter Time:0.038958072662353516 || Total time:45.67551302909851 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1491 || Clusters count: 16 || Log posterior: -2836.4605839367027 || Iter Time:0.015108108520507812 || Total time:45.69062113761902 Iteration: 1492 || Clusters count: 16 || Log posterior: -2818.7713684198343 || Iter Time:0.03723311424255371 || Total 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|| Log posterior: -2878.400148121771 || Iter Time:0.04280996322631836 || Total time:45.894365072250366 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1499 || Clusters count: 16 || Log posterior: -2844.9222725610566 || Iter Time:0.015576839447021484 || Total time:45.90994191169739 Iteration: 1500 || Clusters count: 16 || Log posterior: -2817.748333312679 || Iter Time:0.037870168685913086 || Total time:45.9478120803833 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1501 || Clusters count: 16 || Log posterior: -2867.430987357028 || Iter Time:0.015050888061523438 || Total time:45.962862968444824 Iteration: 1502 || Clusters count: 16 || Log posterior: -2846.882468574148 || Iter Time:0.03709912300109863 || Total time:45.99996209144592 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1503 || Clusters count: 16 || Log posterior: -2808.8513741528395 || Iter 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Iteration: 1509 || Clusters count: 17 || Log posterior: -2837.9413773654924 || Iter Time:0.01640915870666504 || Total time:46.17802929878235 Iteration: 1510 || Clusters count: 17 || Log posterior: -2815.5337393834316 || Iter Time:0.04222893714904785 || Total time:46.2202582359314 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1511 || Clusters count: 18 || Log posterior: -2848.851096241922 || Iter Time:0.016902923583984375 || Total time:46.23716115951538 Iteration: 1512 || Clusters count: 17 || Log posterior: -2812.7633837304797 || Iter Time:0.06970715522766113 || Total time:46.30686831474304 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1513 || Clusters count: 17 || Log posterior: -2840.5196069952035 || Iter Time:0.015794992446899414 || Total time:46.32266330718994 Iteration: 1514 || Clusters count: 16 || Log posterior: -2786.2080124428658 || Iter Time:0.04238700866699219 || Total 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15 || Log posterior: -2886.369807864048 || Iter Time:0.04180598258972168 || Total time:46.53576707839966 Loading and distributing data: 0.000216 seconds (141 allocations: 13.211 KiB) Iteration: 1521 || Clusters count: 15 || Log posterior: -2893.9243582958484 || Iter Time:0.017091035842895508 || Total time:46.552858114242554 Iteration: 1522 || Clusters count: 15 || Log posterior: -2873.5361733417835 || Iter Time:0.04202008247375488 || Total time:46.59487819671631 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1523 || Clusters count: 15 || Log posterior: -2869.1506845376075 || Iter Time:0.015384912490844727 || Total time:46.61026310920715 Iteration: 1524 || Clusters count: 15 || Log posterior: -2852.309237694621 || Iter Time:0.038025856018066406 || Total time:46.64828896522522 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1525 || Clusters count: 15 || Log posterior: -2873.4057510940497 || Iter 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Iteration: 1531 || Clusters count: 15 || Log posterior: -2840.931577622522 || Iter Time:0.016756057739257812 || Total time:46.83903908729553 Iteration: 1532 || Clusters count: 15 || Log posterior: -2814.42769174089 || Iter Time:0.04017305374145508 || Total time:46.87921214103699 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1533 || Clusters count: 15 || Log posterior: -2864.748805799357 || Iter Time:0.016098976135253906 || Total time:46.89531111717224 Iteration: 1534 || Clusters count: 15 || Log posterior: -2834.666971327833 || Iter Time:0.040238142013549805 || Total time:46.93554925918579 Loading and distributing data: 0.000212 seconds (141 allocations: 13.211 KiB) Iteration: 1535 || Clusters count: 15 || Log posterior: -2847.0051980292756 || Iter Time:0.016062021255493164 || Total time:46.951611280441284 Iteration: 1536 || Clusters count: 15 || Log posterior: -2816.5752051546447 || Iter Time:0.04296112060546875 || Total time:46.99457240104675 Loading and distributing data: 0.000211 seconds (141 allocations: 13.211 KiB) Iteration: 1537 || Clusters count: 16 || Log posterior: -2852.6736434254653 || Iter Time:0.01751708984375 || Total time:47.0120894908905 Iteration: 1538 || Clusters count: 16 || Log posterior: -2830.796746777525 || Iter Time:0.06677103042602539 || Total time:47.07886052131653 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1539 || Clusters count: 16 || Log posterior: -2819.7850059489274 || Iter Time:0.01628708839416504 || Total time:47.09514760971069 Iteration: 1540 || Clusters count: 16 || Log posterior: -2787.2993801658104 || Iter Time:0.03973507881164551 || Total time:47.13488268852234 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1541 || Clusters count: 16 || Log posterior: -2820.5277188171945 || Iter Time:0.015275001525878906 || Total time:47.15015769004822 Iteration: 1542 || Clusters count: 16 || Log posterior: -2798.5012848903584 || Iter Time:0.03844189643859863 || Total time:47.188599586486816 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 1543 || Clusters count: 16 || Log posterior: -2836.149028219622 || Iter Time:0.014806985855102539 || Total time:47.20340657234192 Iteration: 1544 || Clusters count: 16 || Log posterior: -2801.790510666176 || Iter Time:0.03989815711975098 || Total time:47.24330472946167 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1545 || Clusters count: 16 || Log posterior: -2874.9969216937106 || Iter Time:0.01698899269104004 || Total time:47.26029372215271 Iteration: 1546 || Clusters count: 16 || Log posterior: -2834.039919123703 || Iter Time:0.04297900199890137 || Total time:47.30327272415161 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1547 || Clusters count: 16 || Log posterior: -2889.1756633761684 || Iter 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Iteration: 1553 || Clusters count: 16 || Log posterior: -2898.0222761516197 || Iter Time:0.012562036514282227 || Total time:47.482295751571655 Iteration: 1554 || Clusters count: 16 || Log posterior: -2872.245435215962 || Iter Time:0.03777122497558594 || Total time:47.52006697654724 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1555 || Clusters count: 16 || Log posterior: -2880.951224725728 || Iter Time:0.01305389404296875 || Total time:47.53312087059021 Iteration: 1556 || Clusters count: 16 || Log posterior: -2836.9908497200627 || Iter Time:0.036374807357788086 || Total time:47.569495677948 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1557 || Clusters count: 16 || Log posterior: -2883.927240716528 || Iter Time:0.015008926391601562 || Total time:47.5845046043396 Iteration: 1558 || Clusters count: 16 || Log posterior: -2850.051687925647 || Iter Time:0.040780067443847656 || Total time:47.62528467178345 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1559 || Clusters count: 16 || Log posterior: -2859.8045907750493 || Iter Time:0.01470494270324707 || Total time:47.639989614486694 Iteration: 1560 || Clusters count: 16 || Log posterior: -2846.204464905992 || Iter Time:0.036512136459350586 || Total time:47.676501750946045 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1561 || Clusters count: 16 || Log posterior: -2872.6855787821573 || Iter Time:0.016187191009521484 || Total time:47.692688941955566 Iteration: 1562 || Clusters count: 16 || Log posterior: -2857.6649468023797 || Iter Time:0.06674504280090332 || Total time:47.75943398475647 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1563 || Clusters count: 16 || Log posterior: -2846.5798424673917 || Iter Time:0.01638507843017578 || Total time:47.775819063186646 Iteration: 1564 || Clusters count: 16 || Log posterior: -2825.603200466156 || Iter Time:0.03712892532348633 || Total time:47.81294798851013 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1565 || Clusters count: 16 || Log posterior: -2877.802148736921 || Iter Time:0.0160830020904541 || Total time:47.829030990600586 Iteration: 1566 || Clusters count: 16 || Log posterior: -2859.496661808704 || Iter Time:0.03823685646057129 || Total time:47.86726784706116 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1567 || Clusters count: 16 || Log posterior: -2900.7794239337145 || Iter Time:0.014919042587280273 || Total time:47.88218688964844 Iteration: 1568 || Clusters count: 16 || Log posterior: -2858.5959800433952 || Iter Time:0.039216041564941406 || Total time:47.92140293121338 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1569 || Clusters count: 16 || Log posterior: -2878.2896153679912 || Iter Time:0.015931129455566406 || Total 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|| Log posterior: -2902.8767285768813 || Iter Time:0.015583992004394531 || Total time:48.109740257263184 Iteration: 1576 || Clusters count: 16 || Log posterior: -2879.547540570958 || Iter Time:0.04049992561340332 || Total time:48.15024018287659 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1577 || Clusters count: 16 || Log posterior: -2901.4307524597066 || Iter Time:0.01662588119506836 || Total time:48.166866064071655 Iteration: 1578 || Clusters count: 16 || Log posterior: -2881.9593473335835 || Iter Time:0.045166969299316406 || Total time:48.21203303337097 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1579 || Clusters count: 16 || Log posterior: -2914.1284013696445 || Iter Time:0.018292903900146484 || Total time:48.23032593727112 Iteration: 1580 || Clusters count: 16 || Log posterior: -2891.9266742970885 || Iter Time:0.03963208198547363 || Total time:48.26995801925659 Loading and distributing data: 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Iteration: 1614 || Clusters count: 16 || Log posterior: -2779.9167605505245 || Iter Time:0.04144692420959473 || Total time:49.241238832473755 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1615 || Clusters count: 16 || Log posterior: -2865.340502885221 || Iter Time:0.015105962753295898 || Total time:49.25634479522705 Iteration: 1616 || Clusters count: 16 || Log posterior: -2829.6626970129046 || Iter Time:0.03840303421020508 || Total time:49.294747829437256 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1617 || Clusters count: 16 || Log posterior: -2861.968089590925 || Iter Time:0.015056848526000977 || Total time:49.30980467796326 Iteration: 1618 || Clusters count: 16 || Log posterior: -2834.6030468363965 || Iter Time:0.03864407539367676 || Total time:49.348448753356934 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1619 || Clusters count: 16 || Log posterior: 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Iteration: 1647 || Clusters count: 16 || Log posterior: -2847.947710427966 || Iter Time:0.01550602912902832 || Total time:50.16905188560486 Iteration: 1648 || Clusters count: 16 || Log posterior: -2822.386001829632 || Iter Time:0.041155099868774414 || Total time:50.21020698547363 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1649 || Clusters count: 16 || Log posterior: -2836.8447159278317 || Iter Time:0.015565156936645508 || Total time:50.22577214241028 Iteration: 1650 || Clusters count: 16 || Log posterior: -2812.638508411346 || Iter Time:0.042619943618774414 || Total time:50.26839208602905 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1651 || Clusters count: 17 || Log posterior: -2852.7127153851493 || Iter Time:0.01763296127319336 || Total time:50.286025047302246 Iteration: 1652 || Clusters count: 17 || Log posterior: -2822.4574155183723 || Iter Time:0.04516100883483887 || Total 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|| Log posterior: -2840.7165846416024 || Iter Time:0.041773080825805664 || Total time:50.504478454589844 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1659 || Clusters count: 17 || Log posterior: -2808.7068176017287 || Iter Time:0.01623392105102539 || Total time:50.52071237564087 Iteration: 1660 || Clusters count: 17 || Log posterior: -2778.3089231297417 || Iter Time:0.06960701942443848 || Total time:50.59031939506531 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1661 || Clusters count: 17 || Log posterior: -2824.4269501232957 || Iter Time:0.016235828399658203 || Total time:50.606555223464966 Iteration: 1662 || Clusters count: 17 || Log posterior: -2792.5577466550913 || Iter Time:0.04426288604736328 || Total time:50.65081810951233 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1663 || Clusters count: 17 || Log posterior: -2871.8863632409384 || Iter 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Iteration: 1669 || Clusters count: 16 || Log posterior: -2899.7809952128337 || Iter Time:0.016851186752319336 || Total time:50.834691524505615 Iteration: 1670 || Clusters count: 16 || Log posterior: -2886.890937092017 || Iter Time:0.040685176849365234 || Total time:50.87537670135498 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1671 || Clusters count: 17 || Log posterior: -2869.69989788769 || Iter Time:0.016736984252929688 || Total time:50.89211368560791 Iteration: 1672 || Clusters count: 17 || Log posterior: -2852.7846387298355 || Iter Time:0.04821896553039551 || Total time:50.940332651138306 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1673 || Clusters count: 17 || Log posterior: -2846.667809724533 || Iter Time:0.01686716079711914 || Total time:50.957199811935425 Iteration: 1674 || Clusters count: 16 || Log posterior: -2814.640194603533 || Iter Time:0.04152512550354004 || Total 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Iteration: 1691 || Clusters count: 17 || Log posterior: -2875.8150152349285 || Iter Time:0.012696981430053711 || Total time:51.497169733047485 Iteration: 1692 || Clusters count: 17 || Log posterior: -2850.7918317829 || Iter Time:0.03770089149475098 || Total time:51.534870624542236 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1693 || Clusters count: 17 || Log posterior: -2875.8020380578087 || Iter Time:0.012811899185180664 || Total time:51.54768252372742 Iteration: 1694 || Clusters count: 17 || Log posterior: -2857.173092229178 || Iter Time:0.03387188911437988 || Total time:51.5815544128418 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1695 || Clusters count: 17 || Log posterior: -2895.6793849997152 || Iter Time:0.012153863906860352 || Total time:51.59370827674866 Iteration: 1696 || Clusters count: 17 || Log posterior: -2871.5640445401255 || Iter Time:0.03808188438415527 || Total 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Iteration: 1713 || Clusters count: 16 || Log posterior: -2863.4507056972843 || Iter Time:0.015505075454711914 || Total time:52.09233212471008 Iteration: 1714 || Clusters count: 16 || Log posterior: -2827.1089521797617 || Iter Time:0.039201974868774414 || Total time:52.13153409957886 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1715 || Clusters count: 16 || Log posterior: -2835.880805698738 || Iter Time:0.015383005142211914 || Total time:52.14691710472107 Iteration: 1716 || Clusters count: 16 || Log posterior: -2815.648398350015 || Iter Time:0.039897918701171875 || Total time:52.18681502342224 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 1717 || Clusters count: 16 || Log posterior: -2836.9495945109684 || Iter Time:0.01580500602722168 || Total time:52.20262002944946 Iteration: 1718 || Clusters count: 16 || Log posterior: -2811.8197251181946 || Iter Time:0.043083906173706055 || Total 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|| Log posterior: -2866.060649683496 || Iter Time:0.0404818058013916 || Total time:52.43584871292114 Loading and distributing data: 0.000210 seconds (141 allocations: 13.211 KiB) Iteration: 1725 || Clusters count: 16 || Log posterior: -2888.9510465017192 || Iter Time:0.016777992248535156 || Total time:52.45262670516968 Iteration: 1726 || Clusters count: 16 || Log posterior: -2852.588149307555 || Iter Time:0.04345703125 || Total time:52.49608373641968 Loading and distributing data: 0.000210 seconds (141 allocations: 13.211 KiB) Iteration: 1727 || Clusters count: 16 || Log posterior: -2817.3310333680392 || Iter Time:0.015530109405517578 || Total time:52.511613845825195 Iteration: 1728 || Clusters count: 16 || Log posterior: -2787.1643800226952 || Iter Time:0.04093003273010254 || Total time:52.5525438785553 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1729 || Clusters count: 17 || Log posterior: -2837.986117581169 || Iter 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Iteration: 1735 || Clusters count: 16 || Log posterior: -2896.4755086185132 || Iter Time:0.01723194122314453 || Total time:52.783875465393066 Iteration: 1736 || Clusters count: 16 || Log posterior: -2852.9676538310296 || Iter Time:0.06262707710266113 || Total time:52.84650254249573 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1737 || Clusters count: 16 || Log posterior: -2853.0007278357484 || Iter Time:0.017998933792114258 || Total time:52.86450147628784 Iteration: 1738 || Clusters count: 16 || Log posterior: -2817.0352450964083 || Iter Time:0.04520583152770996 || Total time:52.90970730781555 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1739 || Clusters count: 16 || Log posterior: -2877.2505828025855 || Iter Time:0.017112016677856445 || Total time:52.92681932449341 Iteration: 1740 || Clusters count: 16 || Log posterior: -2842.6368446206598 || Iter Time:0.04689192771911621 || Total 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Iteration: 1757 || Clusters count: 16 || Log posterior: -2838.706059861768 || Iter Time:0.01547694206237793 || Total time:53.4568350315094 Iteration: 1758 || Clusters count: 16 || Log posterior: -2824.9101406603963 || Iter Time:0.0670769214630127 || Total time:53.52391195297241 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1759 || Clusters count: 16 || Log posterior: -2871.867435268328 || Iter Time:0.015512943267822266 || Total time:53.539424896240234 Iteration: 1760 || Clusters count: 16 || Log posterior: -2841.9293018483304 || Iter Time:0.03292393684387207 || Total time:53.572348833084106 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1761 || Clusters count: 16 || Log posterior: -2864.617023037415 || Iter Time:0.011171102523803711 || Total time:53.58351993560791 Iteration: 1762 || Clusters count: 16 || Log posterior: -2836.4916639549388 || Iter Time:0.04273104667663574 || Total 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Iteration: 1779 || Clusters count: 17 || Log posterior: -2866.7974400157773 || Iter Time:0.013512849807739258 || Total time:54.02081036567688 Iteration: 1780 || Clusters count: 15 || Log posterior: -2839.3854631014983 || Iter Time:0.03406882286071777 || Total time:54.0548791885376 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1781 || Clusters count: 15 || Log posterior: -2832.762298198945 || Iter Time:0.012851953506469727 || Total time:54.06773114204407 Iteration: 1782 || Clusters count: 15 || Log posterior: -2819.4534014198102 || Iter Time:0.06519317626953125 || Total time:54.1329243183136 Loading and distributing data: 0.000175 seconds (141 allocations: 13.242 KiB) Iteration: 1783 || Clusters count: 15 || Log posterior: -2885.5943020993877 || Iter Time:0.012113094329833984 || Total time:54.14503741264343 Iteration: 1784 || Clusters count: 15 || Log posterior: -2861.0412814963256 || Iter Time:0.03001117706298828 || Total 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Iteration: 1801 || Clusters count: 16 || Log posterior: -2866.813920919867 || Iter Time:0.010893106460571289 || Total time:54.51724290847778 Iteration: 1802 || Clusters count: 16 || Log posterior: -2852.116380231948 || Iter Time:0.030826091766357422 || Total time:54.54806900024414 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1803 || Clusters count: 17 || Log posterior: -2870.3218291197754 || Iter Time:0.013152122497558594 || Total time:54.5612211227417 Iteration: 1804 || Clusters count: 17 || Log posterior: -2836.17518847769 || Iter Time:0.03206801414489746 || Total time:54.5932891368866 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 1805 || Clusters count: 16 || Log posterior: -2883.547005008695 || Iter Time:0.011989831924438477 || Total time:54.605278968811035 Iteration: 1806 || Clusters count: 16 || Log posterior: -2860.933732083968 || Iter Time:0.03506803512573242 || Total time:54.64034700393677 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-2847.8187381113 || Iter Time:0.03257608413696289 || Total time:54.89254093170166 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 1813 || Clusters count: 16 || Log posterior: -2857.1541427528073 || Iter Time:0.011430978775024414 || Total time:54.903971910476685 Iteration: 1814 || Clusters count: 16 || Log posterior: -2837.68105444519 || Iter Time:0.030302047729492188 || Total time:54.93427395820618 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 1815 || Clusters count: 16 || Log posterior: -2830.367850368631 || Iter Time:0.011739969253540039 || Total time:54.94601392745972 Iteration: 1816 || Clusters count: 16 || Log posterior: -2806.2631073854136 || Iter Time:0.0301511287689209 || Total time:54.97616505622864 Loading and distributing data: 0.000162 seconds (141 allocations: 13.211 KiB) Iteration: 1817 || Clusters count: 16 || Log posterior: -2871.1753839034795 || Iter Time:0.010257959365844727 || Total 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|| Log posterior: -2871.586499991818 || Iter Time:0.00958704948425293 || Total time:55.108267068862915 Iteration: 1824 || Clusters count: 16 || Log posterior: -2859.29631045802 || Iter Time:0.030124902725219727 || Total time:55.138391971588135 Loading and distributing data: 0.000158 seconds (141 allocations: 13.211 KiB) Iteration: 1825 || Clusters count: 16 || Log posterior: -2820.4385740018456 || Iter Time:0.010190963745117188 || Total time:55.14858293533325 Iteration: 1826 || Clusters count: 16 || Log posterior: -2804.5861157178697 || Iter Time:0.029841899871826172 || Total time:55.17842483520508 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1827 || Clusters count: 17 || Log posterior: -2899.681502166655 || Iter Time:0.010944843292236328 || Total time:55.189369678497314 Iteration: 1828 || Clusters count: 16 || Log posterior: -2870.4304221656157 || Iter Time:0.03156900405883789 || Total time:55.22093868255615 Loading and distributing data: 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Time:0.4775888919830322 || Total time:55.79485034942627 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1835 || Clusters count: 16 || Log posterior: -2880.5711393073902 || Iter Time:0.011626005172729492 || Total time:55.806476354599 Iteration: 1836 || Clusters count: 16 || Log posterior: -2868.356500376034 || Iter Time:0.031116962432861328 || Total time:55.83759331703186 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 1837 || Clusters count: 16 || Log posterior: -2878.480669524068 || Iter Time:0.012428998947143555 || Total time:55.850022315979004 Iteration: 1838 || Clusters count: 16 || Log posterior: -2838.646379212775 || Iter Time:0.03150296211242676 || Total time:55.88152527809143 Loading and distributing data: 0.000161 seconds (141 allocations: 13.211 KiB) Iteration: 1839 || Clusters count: 17 || Log posterior: -2878.14142226291 || Iter Time:0.013453960418701172 || Total time:55.89497923851013 Iteration: 1840 || Clusters count: 17 || Log posterior: -2847.6983111970967 || Iter Time:0.03183102607727051 || Total time:55.9268102645874 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 1841 || Clusters count: 17 || Log posterior: -2833.134784310599 || Iter Time:0.010835886001586914 || Total time:55.93764615058899 Iteration: 1842 || Clusters count: 17 || Log posterior: -2812.668151884244 || Iter Time:0.03320193290710449 || Total time:55.970848083496094 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1843 || Clusters count: 17 || Log posterior: -2847.863581753511 || Iter Time:0.010802984237670898 || Total time:55.981651067733765 Iteration: 1844 || Clusters count: 17 || Log posterior: -2820.4432549899097 || Iter Time:0.03097987174987793 || Total time:56.01263093948364 Loading and distributing data: 0.000160 seconds (141 allocations: 13.211 KiB) Iteration: 1845 || Clusters count: 17 || Log posterior: -2892.608339959276 || Iter Time:0.011173009872436523 || Total time:56.02380394935608 Iteration: 1846 || Clusters count: 16 || Log posterior: -2854.9948936218834 || Iter Time:0.03193402290344238 || Total time:56.05573797225952 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1847 || Clusters count: 16 || Log posterior: -2867.0984061718973 || Iter Time:0.012200117111206055 || Total time:56.06793808937073 Iteration: 1848 || Clusters count: 16 || Log posterior: -2831.213862777953 || Iter Time:0.031134843826293945 || Total time:56.09907293319702 Loading and distributing data: 0.000162 seconds (141 allocations: 13.211 KiB) Iteration: 1849 || Clusters count: 16 || Log posterior: -2869.8130530683866 || Iter Time:0.01183009147644043 || Total time:56.11090302467346 Iteration: 1850 || Clusters count: 16 || Log posterior: -2851.5416984486446 || Iter Time:0.031469106674194336 || Total time:56.142372131347656 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1851 || Clusters count: 17 || Log posterior: -2924.2299089511857 || Iter Time:0.014230012893676758 || Total time:56.15660214424133 Iteration: 1852 || Clusters count: 16 || Log posterior: -2878.6858182947776 || Iter Time:0.032713890075683594 || Total time:56.18931603431702 Loading and distributing data: 0.000160 seconds (141 allocations: 13.211 KiB) Iteration: 1853 || Clusters count: 16 || Log posterior: -2855.812934472787 || Iter Time:0.011010885238647461 || Total time:56.200326919555664 Iteration: 1854 || Clusters count: 16 || Log posterior: -2828.3312364004237 || Iter Time:0.0309600830078125 || Total time:56.23128700256348 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 1855 || Clusters count: 16 || Log posterior: -2818.2977704317145 || Iter Time:0.011451005935668945 || Total time:56.242738008499146 Iteration: 1856 || Clusters count: 16 || Log posterior: -2792.5574743422635 || Iter Time:0.0299379825592041 || Total time:56.27267599105835 Loading and distributing data: 0.000158 seconds (141 allocations: 13.211 KiB) Iteration: 1857 || Clusters count: 16 || Log posterior: -2811.6743674665113 || Iter Time:0.011122941970825195 || Total time:56.283798933029175 Iteration: 1858 || Clusters count: 16 || Log posterior: -2793.176218888942 || Iter Time:0.030663013458251953 || Total time:56.31446194648743 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1859 || Clusters count: 17 || Log posterior: -2824.863217397874 || Iter Time:0.013859033584594727 || Total time:56.32832098007202 Iteration: 1860 || Clusters count: 16 || Log posterior: -2806.094681126318 || Iter Time:0.03219413757324219 || Total time:56.360515117645264 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1861 || Clusters count: 17 || Log posterior: -2858.7297185310376 || Iter Time:0.012060165405273438 || Total time:56.37257528305054 Iteration: 1862 || Clusters count: 16 || Log posterior: -2824.7517000334856 || Iter Time:0.03162193298339844 || Total time:56.404197216033936 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1863 || Clusters count: 16 || Log posterior: -2875.967813196296 || Iter Time:0.013683080673217773 || Total time:56.41788029670715 Iteration: 1864 || Clusters count: 16 || Log posterior: -2836.635421812081 || Iter Time:0.037384033203125 || Total time:56.45526432991028 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1865 || Clusters count: 16 || Log posterior: -2882.627293073752 || Iter Time:0.012838125228881836 || Total time:56.46810245513916 Iteration: 1866 || Clusters count: 16 || Log posterior: -2841.081940002706 || Iter Time:0.03673887252807617 || Total time:56.504841327667236 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1867 || Clusters count: 16 || Log posterior: -2869.4001745443866 || Iter Time:0.013177871704101562 || Total time:56.51801919937134 Iteration: 1868 || Clusters count: 16 || Log posterior: -2846.904733193699 || Iter Time:0.0362238883972168 || Total time:56.554243087768555 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1869 || Clusters count: 18 || Log posterior: -2878.428841518128 || Iter Time:0.013675928115844727 || Total time:56.5679190158844 Iteration: 1870 || Clusters count: 16 || Log posterior: -2847.8642740545674 || Iter Time:0.038176774978637695 || Total time:56.60609579086304 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1871 || Clusters count: 16 || Log posterior: -2898.376712691839 || Iter Time:0.012336969375610352 || Total time:56.61843276023865 Iteration: 1872 || Clusters count: 16 || Log posterior: -2866.924893667352 || Iter Time:0.03462982177734375 || Total time:56.65306258201599 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1873 || Clusters count: 16 || Log posterior: -2867.754805495219 || Iter Time:0.011313199996948242 || Total time:56.66437578201294 Iteration: 1874 || Clusters count: 16 || Log posterior: -2859.7361022613177 || Iter Time:0.036657094955444336 || Total time:56.701032876968384 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1875 || Clusters count: 16 || Log posterior: -2928.7566722218166 || Iter Time:0.011593103408813477 || Total time:56.7126259803772 Iteration: 1876 || Clusters count: 16 || Log posterior: -2890.0504090818804 || Iter Time:0.03550910949707031 || Total time:56.74813508987427 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1877 || Clusters count: 16 || Log posterior: -2927.765178221158 || Iter Time:0.01147007942199707 || Total time:56.759605169296265 Iteration: 1878 || Clusters count: 16 || Log posterior: -2894.6922776817064 || Iter Time:0.03498482704162598 || Total time:56.79458999633789 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1879 || Clusters count: 16 || Log posterior: -2860.932021394861 || Iter Time:0.013026952743530273 || Total time:56.80761694908142 Iteration: 1880 || Clusters count: 16 || Log posterior: -2839.6401050420695 || Iter Time:0.03677201271057129 || Total time:56.84438896179199 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1881 || Clusters count: 16 || Log posterior: -2875.3359452816194 || Iter Time:0.015080928802490234 || Total time:56.85946989059448 Iteration: 1882 || Clusters count: 16 || Log posterior: -2845.2735910791193 || Iter Time:0.036463022232055664 || Total time:56.89593291282654 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1883 || Clusters count: 17 || Log posterior: -2908.4483112449343 || Iter Time:0.014101028442382812 || Total time:56.91003394126892 Iteration: 1884 || Clusters count: 17 || Log posterior: -2857.23949485199 || Iter Time:0.03909897804260254 || Total time:56.94913291931152 Loading and distributing data: 0.000212 seconds (141 allocations: 13.211 KiB) Iteration: 1885 || Clusters count: 16 || Log posterior: -2825.5572521817044 || Iter Time:0.014715909957885742 || Total time:56.96384882926941 Iteration: 1886 || Clusters count: 16 || Log posterior: -2805.411679639745 || Iter Time:0.036270856857299805 || Total time:57.00011968612671 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1887 || Clusters count: 16 || Log posterior: -2856.8335099292494 || Iter Time:0.012986898422241211 || Total time:57.01310658454895 Iteration: 1888 || Clusters count: 16 || Log posterior: -2821.4454546443135 || Iter Time:0.036038875579833984 || Total time:57.049145460128784 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1889 || Clusters count: 16 || Log posterior: -2870.4755724556203 || Iter Time:0.013011932373046875 || Total time:57.06215739250183 Iteration: 1890 || Clusters count: 16 || Log posterior: -2837.6139609763286 || Iter Time:0.03682708740234375 || Total time:57.098984479904175 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1891 || Clusters count: 16 || Log posterior: -2891.436035549874 || Iter Time:0.07779192924499512 || Total time:57.17677640914917 Iteration: 1892 || Clusters count: 16 || Log posterior: -2862.5257296941368 || Iter Time:0.0316319465637207 || Total time:57.20840835571289 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1893 || Clusters count: 16 || Log posterior: -2890.688630532744 || Iter Time:0.013252019882202148 || Total time:57.22166037559509 Iteration: 1894 || Clusters count: 16 || Log posterior: -2871.8676788493253 || Iter Time:0.0341949462890625 || Total time:57.255855321884155 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 1895 || Clusters count: 16 || Log posterior: -2868.414784743584 || Iter Time:0.01162409782409668 || Total time:57.26747941970825 Iteration: 1896 || Clusters count: 16 || Log posterior: -2845.5328626499804 || Iter Time:0.031436920166015625 || Total time:57.29891633987427 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 1897 || Clusters count: 17 || Log posterior: -2889.9420598596735 || Iter Time:0.011868953704833984 || Total time:57.3107852935791 Iteration: 1898 || Clusters count: 17 || Log posterior: -2866.3657970545955 || Iter Time:0.0316920280456543 || Total time:57.342477321624756 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 1899 || Clusters count: 16 || Log posterior: -2902.3852876007063 || Iter Time:0.011564970016479492 || Total time:57.354042291641235 Iteration: 1900 || Clusters count: 16 || Log posterior: -2867.1228819902226 || Iter Time:0.03229188919067383 || Total time:57.38633418083191 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 1901 || Clusters count: 16 || Log posterior: -2887.902560059116 || Iter Time:0.012450933456420898 || Total time:57.39878511428833 Iteration: 1902 || Clusters count: 16 || Log posterior: -2863.5022411884916 || Iter Time:0.03152298927307129 || Total time:57.4303081035614 Loading and distributing data: 0.000162 seconds (141 allocations: 13.211 KiB) Iteration: 1903 || Clusters count: 16 || Log posterior: -2878.57601227816 || Iter Time:0.011366844177246094 || Total time:57.44167494773865 Iteration: 1904 || Clusters count: 16 || Log posterior: -2857.973709374986 || Iter Time:0.03117990493774414 || Total time:57.47285485267639 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1905 || Clusters count: 16 || Log posterior: -2856.1485808962475 || Iter Time:0.012217044830322266 || Total time:57.485071897506714 Iteration: 1906 || Clusters count: 16 || Log posterior: -2835.9010714602027 || Iter Time:0.029806137084960938 || Total time:57.514878034591675 Loading and distributing data: 0.000157 seconds (141 allocations: 13.211 KiB) Iteration: 1907 || Clusters count: 17 || Log posterior: -2908.7784353011907 || Iter Time:0.011915922164916992 || Total time:57.52679395675659 Iteration: 1908 || Clusters count: 17 || Log posterior: -2877.1916231503465 || Iter Time:0.03316092491149902 || Total time:57.55995488166809 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1909 || Clusters count: 17 || Log posterior: -2895.4576091818694 || Iter Time:0.011451959609985352 || Total time:57.571406841278076 Iteration: 1910 || Clusters count: 16 || Log posterior: -2885.275746148978 || Iter Time:0.03153181076049805 || Total time:57.602938652038574 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1911 || Clusters count: 16 || Log posterior: -2866.552103028438 || Iter Time:0.011651039123535156 || Total time:57.61458969116211 Iteration: 1912 || Clusters count: 16 || Log posterior: -2836.4013113335536 || Iter Time:0.03204989433288574 || Total time:57.646639585494995 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1913 || Clusters count: 16 || Log posterior: -2869.6518283683527 || Iter Time:0.012841939926147461 || Total time:57.65948152542114 Iteration: 1914 || Clusters count: 16 || Log posterior: -2854.178514486358 || Iter Time:0.030074119567871094 || Total time:57.689555644989014 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 1915 || Clusters count: 16 || Log posterior: -2861.133762883046 || Iter Time:0.012446165084838867 || Total time:57.70200181007385 Iteration: 1916 || Clusters count: 16 || Log posterior: -2845.727445802499 || Iter Time:0.030827045440673828 || Total time:57.732828855514526 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1917 || Clusters count: 16 || Log posterior: -2870.3420631583253 || Iter Time:0.01281595230102539 || Total time:57.74564480781555 Iteration: 1918 || Clusters count: 16 || Log posterior: -2846.7294012966313 || Iter Time:0.03150296211242676 || Total time:57.77714776992798 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 1919 || Clusters count: 18 || Log posterior: -2922.981038624012 || Iter Time:0.01141500473022461 || Total time:57.7885627746582 Iteration: 1920 || Clusters count: 16 || Log posterior: -2896.802727438904 || Iter Time:0.0324101448059082 || Total time:57.82097291946411 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1921 || Clusters count: 16 || Log posterior: -2902.4982589813144 || Iter Time:0.010882139205932617 || Total time:57.831855058670044 Iteration: 1922 || Clusters count: 16 || Log posterior: -2886.5542399713663 || Iter Time:0.029549121856689453 || Total time:57.86140418052673 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1923 || Clusters count: 16 || Log posterior: -2885.3331461227895 || Iter Time:0.010246038436889648 || Total time:57.87165021896362 Iteration: 1924 || Clusters count: 16 || Log posterior: -2850.399774977016 || Iter Time:0.03171801567077637 || Total time:57.9033682346344 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 1925 || Clusters count: 16 || Log posterior: -2860.9223666875882 || Iter Time:0.012350082397460938 || Total time:57.91571831703186 Iteration: 1926 || Clusters count: 16 || Log posterior: -2836.252498063495 || Iter Time:0.03828597068786621 || Total time:57.95400428771973 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1927 || Clusters count: 16 || Log posterior: -2902.1136415281553 || Iter Time:0.013009071350097656 || Total time:57.967013359069824 Iteration: 1928 || Clusters count: 16 || Log posterior: -2881.367202071573 || Iter Time:0.03472709655761719 || Total time:58.00174045562744 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1929 || Clusters count: 16 || Log posterior: -2915.377493453363 || Iter Time:0.013478994369506836 || Total time:58.01521944999695 Iteration: 1930 || Clusters count: 16 || Log posterior: -2864.3500077837157 || Iter Time:0.07314801216125488 || Total time:58.0883674621582 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 1931 || Clusters count: 16 || Log posterior: -2875.8256933741472 || Iter Time:0.01172494888305664 || Total time:58.10009241104126 Iteration: 1932 || Clusters count: 16 || Log posterior: -2846.7317038279057 || Iter Time:0.030364990234375 || Total time:58.130457401275635 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1933 || Clusters count: 16 || Log posterior: -2866.586610305179 || Iter Time:0.012418031692504883 || Total time:58.14287543296814 Iteration: 1934 || Clusters count: 16 || Log posterior: -2828.2728201173054 || Iter Time:0.031388044357299805 || Total time:58.17426347732544 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1935 || Clusters count: 16 || Log posterior: -2866.33272015604 || Iter Time:0.012463808059692383 || Total time:58.18672728538513 Iteration: 1936 || Clusters count: 16 || Log posterior: -2848.3358858123556 || Iter Time:0.03353595733642578 || Total time:58.22026324272156 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1937 || Clusters count: 17 || Log posterior: -2847.9299890081033 || Iter Time:0.011752128601074219 || Total time:58.23201537132263 Iteration: 1938 || Clusters count: 17 || Log posterior: -2829.6647140519435 || Iter Time:0.03148007392883301 || Total time:58.263495445251465 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1939 || Clusters count: 17 || Log posterior: -2915.4508144537317 || Iter Time:0.011375904083251953 || Total time:58.27487134933472 Iteration: 1940 || Clusters count: 17 || Log posterior: -2857.645126139011 || Iter Time:0.034523963928222656 || Total time:58.30939531326294 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 1941 || Clusters count: 16 || Log posterior: -2904.22095999689 || Iter Time:0.011466026306152344 || Total time:58.32086133956909 Iteration: 1942 || Clusters count: 16 || Log posterior: -2873.8493628904125 || Iter Time:0.0308530330657959 || Total time:58.35171437263489 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1943 || Clusters count: 16 || Log posterior: -2886.216097004533 || Iter Time:0.011149883270263672 || Total time:58.36286425590515 Iteration: 1944 || Clusters count: 16 || Log posterior: -2857.9523476959976 || Iter Time:0.029927968978881836 || Total time:58.39279222488403 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 1945 || Clusters count: 17 || Log posterior: -2855.1748237233714 || Iter Time:0.011854887008666992 || Total time:58.4046471118927 Iteration: 1946 || Clusters count: 17 || Log posterior: -2832.175207662678 || Iter Time:0.031108856201171875 || Total time:58.43575596809387 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 1947 || Clusters count: 17 || Log posterior: -2860.0732743964923 || Iter Time:0.011193990707397461 || Total time:58.44694995880127 Iteration: 1948 || Clusters count: 16 || Log posterior: -2834.0704640177178 || Iter Time:0.03141307830810547 || Total time:58.478363037109375 Loading and distributing data: 0.000161 seconds (141 allocations: 13.211 KiB) Iteration: 1949 || Clusters count: 16 || Log posterior: -2837.1890596248245 || Iter Time:0.011150121688842773 || Total time:58.48951315879822 Iteration: 1950 || Clusters count: 16 || Log posterior: -2831.750421806227 || Iter Time:0.030364990234375 || Total time:58.51987814903259 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 1951 || Clusters count: 16 || Log posterior: -2855.4421388332553 || Iter Time:0.010851144790649414 || Total time:58.53072929382324 Iteration: 1952 || Clusters count: 16 || Log posterior: -2829.803736839408 || Iter Time:0.03228282928466797 || Total time:58.56301212310791 Loading and distributing data: 0.000162 seconds (141 allocations: 13.211 KiB) Iteration: 1953 || Clusters count: 16 || Log posterior: -2895.6719070228987 || Iter Time:0.011107921600341797 || Total time:58.57412004470825 Iteration: 1954 || Clusters count: 16 || Log posterior: -2859.6304991541883 || Iter Time:0.03283214569091797 || Total time:58.60695219039917 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 1955 || Clusters count: 16 || Log posterior: -2867.8732037259374 || Iter Time:0.012510061264038086 || Total time:58.61946225166321 Iteration: 1956 || Clusters count: 16 || Log posterior: -2828.1739738796214 || Iter Time:0.03111410140991211 || Total time:58.65057635307312 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 1957 || Clusters count: 16 || Log posterior: -2855.6168981038827 || Iter Time:0.01288604736328125 || Total time:58.6634624004364 Iteration: 1958 || Clusters count: 16 || Log posterior: -2830.9212216900078 || Iter Time:0.03228497505187988 || Total time:58.69574737548828 Loading and distributing data: 0.000160 seconds (141 allocations: 13.211 KiB) Iteration: 1959 || Clusters count: 16 || Log posterior: -2838.982381965545 || Iter Time:0.01232600212097168 || Total time:58.70807337760925 Iteration: 1960 || Clusters count: 16 || Log posterior: -2811.7314263480553 || Iter Time:0.03051590919494629 || Total time:58.7385892868042 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1961 || Clusters count: 16 || Log posterior: -2843.749993487375 || Iter Time:0.013112068176269531 || Total time:58.75170135498047 Iteration: 1962 || Clusters count: 16 || Log posterior: -2827.7199366123327 || Iter Time:0.03204083442687988 || Total time:58.78374218940735 Loading and distributing data: 0.000160 seconds (141 allocations: 13.211 KiB) Iteration: 1963 || Clusters count: 16 || Log posterior: -2839.8449285259517 || Iter Time:0.01355886459350586 || Total time:58.797301054000854 Iteration: 1964 || Clusters count: 16 || Log posterior: -2821.4215829700324 || Iter Time:0.0665900707244873 || Total time:58.86389112472534 Loading and distributing data: 0.000161 seconds (141 allocations: 13.211 KiB) Iteration: 1965 || Clusters count: 16 || Log posterior: -2833.8500287795464 || Iter Time:0.011881113052368164 || Total time:58.87577223777771 Iteration: 1966 || Clusters count: 16 || Log posterior: -2816.5404675996847 || Iter Time:0.03142809867858887 || Total time:58.9072003364563 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1967 || Clusters count: 16 || Log posterior: -2816.5321840915676 || Iter Time:0.011606931686401367 || Total time:58.9188072681427 Iteration: 1968 || Clusters count: 16 || Log posterior: -2780.246459677075 || Iter Time:0.030685901641845703 || Total time:58.949493169784546 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 1969 || Clusters count: 17 || Log posterior: -2781.983264413405 || Iter Time:0.012436151504516602 || Total time:58.96192932128906 Iteration: 1970 || Clusters count: 17 || Log posterior: -2763.7841133310526 || Iter Time:0.033693790435791016 || Total time:58.99562311172485 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1971 || Clusters count: 17 || Log posterior: -2823.8025080214984 || Iter Time:0.01315617561340332 || Total time:59.00877928733826 Iteration: 1972 || Clusters count: 17 || Log posterior: -2806.2327241824205 || Iter Time:0.03571009635925293 || Total time:59.04448938369751 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1973 || Clusters count: 17 || Log posterior: -2861.7035235550734 || Iter Time:0.012183904647827148 || Total time:59.05667328834534 Iteration: 1974 || Clusters count: 16 || Log posterior: -2815.508621716952 || Iter Time:0.03324484825134277 || Total time:59.08991813659668 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1975 || Clusters count: 17 || Log posterior: -2816.8178261001913 || Iter Time:0.013026952743530273 || Total time:59.10294508934021 Iteration: 1976 || Clusters count: 17 || Log posterior: -2797.9074483571308 || Iter Time:0.04216909408569336 || Total time:59.1451141834259 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1977 || Clusters count: 16 || Log posterior: -2826.486312404317 || Iter Time:0.016486167907714844 || Total time:59.16160035133362 Iteration: 1978 || Clusters count: 16 || Log posterior: -2813.5240198314686 || Iter Time:0.04030299186706543 || Total time:59.201903343200684 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1979 || Clusters count: 16 || Log posterior: -2811.5999277361466 || Iter Time:0.015711069107055664 || Total time:59.21761441230774 Iteration: 1980 || Clusters count: 16 || Log posterior: -2792.3018420543567 || Iter Time:0.04084205627441406 || Total time:59.25845646858215 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1981 || Clusters count: 16 || Log posterior: -2823.2654491265375 || Iter Time:0.01585221290588379 || Total time:59.27430868148804 Iteration: 1982 || Clusters count: 16 || Log posterior: -2804.932689690714 || Iter Time:0.03993391990661621 || Total time:59.31424260139465 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1983 || Clusters count: 16 || Log posterior: -2838.813737932869 || Iter Time:0.016311168670654297 || Total time:59.33055377006531 Iteration: 1984 || Clusters count: 16 || Log posterior: -2827.4788858596353 || Iter Time:0.04100799560546875 || Total time:59.371561765670776 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1985 || Clusters count: 16 || Log posterior: -2867.5606218859452 || Iter Time:0.01597905158996582 || Total time:59.38754081726074 Iteration: 1986 || Clusters count: 16 || Log posterior: -2839.0329763939762 || Iter Time:0.04148697853088379 || Total time:59.429027795791626 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1987 || Clusters count: 16 || Log posterior: -2845.5090250295816 || Iter Time:0.01653599739074707 || Total time:59.44556379318237 Iteration: 1988 || Clusters count: 16 || Log posterior: -2825.825781669803 || Iter Time:0.044085025787353516 || Total time:59.48964881896973 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 1989 || Clusters count: 16 || Log posterior: -2866.341697006919 || Iter Time:0.01593613624572754 || Total time:59.505584955215454 Iteration: 1990 || Clusters count: 16 || Log posterior: -2836.572830581727 || Iter Time:0.04077291488647461 || Total time:59.54635787010193 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1991 || Clusters count: 17 || Log posterior: -2842.937908041001 || Iter Time:0.017353057861328125 || Total time:59.56371092796326 Iteration: 1992 || Clusters count: 17 || Log posterior: -2817.510703711593 || Iter Time:0.04732108116149902 || Total time:59.611032009124756 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1993 || Clusters count: 16 || Log posterior: -2825.8837907646143 || Iter Time:0.016631126403808594 || Total time:59.627663135528564 Iteration: 1994 || Clusters count: 16 || Log posterior: -2805.8949621262586 || Iter Time:0.03954505920410156 || Total time:59.667208194732666 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1995 || Clusters count: 16 || Log posterior: -2876.8169521312807 || Iter Time:0.04360699653625488 || Total time:59.71081519126892 Iteration: 1996 || Clusters count: 16 || Log posterior: -2845.1924828399406 || Iter Time:0.04078793525695801 || Total time:59.75160312652588 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1997 || Clusters count: 16 || Log posterior: -2817.889742582747 || Iter Time:0.015742063522338867 || Total time:59.76734519004822 Iteration: 1998 || Clusters count: 16 || Log posterior: -2806.6575836304937 || Iter Time:0.04256701469421387 || Total time:59.80991220474243 Loading and distributing data: 0.000225 seconds (141 allocations: 13.211 KiB) Iteration: 1999 || Clusters count: 16 || Log posterior: -2820.6925567650574 || Iter Time:0.016050100326538086 || Total time:59.82596230506897 Iteration: 2000 || Clusters count: 16 || Log posterior: -2804.3787741860356 || Iter Time:0.04175710678100586 || Total time:59.867719411849976 Loading and distributing data: 0.000214 seconds (141 allocations: 13.211 KiB) Iteration: 2001 || Clusters count: 17 || Log posterior: -2846.1394265146264 || Iter Time:0.017961978912353516 || Total time:59.88568139076233 Iteration: 2002 || Clusters count: 17 || Log posterior: -2818.82954863938 || Iter Time:0.04523301124572754 || Total time:59.93091440200806 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 2003 || Clusters count: 16 || Log posterior: -2887.8664956036387 || Iter Time:0.016327857971191406 || Total time:59.94724225997925 Iteration: 2004 || Clusters count: 16 || Log posterior: -2847.1085496502437 || Iter Time:0.04311108589172363 || Total time:59.99035334587097 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 2005 || Clusters count: 16 || Log posterior: -2855.227667781439 || Iter Time:0.016132116317749023 || Total time:60.00648546218872 Iteration: 2006 || Clusters count: 16 || Log posterior: -2834.748639685292 || Iter Time:0.03994488716125488 || Total time:60.046430349349976 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 2007 || Clusters count: 16 || Log posterior: -2915.784638713674 || Iter Time:0.01739811897277832 || Total time:60.063828468322754 Iteration: 2008 || Clusters count: 16 || Log posterior: -2873.4452305224418 || Iter Time:0.04156899452209473 || Total time:60.10539746284485 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 2009 || Clusters count: 17 || Log posterior: -2896.2182458670713 || Iter Time:0.017210960388183594 || Total time:60.12260842323303 Iteration: 2010 || Clusters count: 16 || Log posterior: -2884.413168552175 || Iter Time:0.04358220100402832 || Total time:60.16619062423706 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 2011 || Clusters count: 16 || Log posterior: -2890.155086734509 || Iter Time:0.016541004180908203 || Total time:60.18273162841797 Iteration: 2012 || Clusters count: 16 || Log posterior: -2863.721286593756 || Iter Time:0.040303945541381836 || Total time:60.22303557395935 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 2013 || Clusters count: 17 || Log posterior: -2915.682882493857 || Iter Time:0.015619993209838867 || Total time:60.23865556716919 Iteration: 2014 || Clusters count: 17 || Log posterior: -2898.072029648431 || Iter Time:0.04053211212158203 || Total time:60.27918767929077 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 2015 || Clusters count: 17 || Log posterior: -2913.5251140760042 || Iter Time:0.0152740478515625 || Total time:60.294461727142334 Iteration: 2016 || Clusters count: 16 || Log posterior: -2895.86476412074 || Iter Time:0.041149139404296875 || Total time:60.33561086654663 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 2017 || Clusters count: 16 || Log posterior: -2936.664185329048 || Iter Time:0.01547098159790039 || Total time:60.35108184814453 Iteration: 2018 || Clusters count: 16 || Log posterior: -2899.036983726753 || Iter Time:0.03225898742675781 || Total time:60.38334083557129 Loading and distributing data: 0.000219 seconds (141 allocations: 13.211 KiB) Iteration: 2019 || Clusters count: 16 || Log posterior: -2897.7332738198734 || Iter Time:0.010951995849609375 || Total time:60.3942928314209 Iteration: 2020 || Clusters count: 16 || Log posterior: -2871.2681552026165 || Iter Time:0.030154943466186523 || Total time:60.424447774887085 Loading and distributing data: 0.000157 seconds (141 allocations: 13.211 KiB) Iteration: 2021 || Clusters count: 16 || Log posterior: -2891.4381965948405 || Iter Time:0.011383056640625 || Total time:60.43583083152771 Iteration: 2022 || Clusters count: 16 || Log posterior: -2859.8995222020103 || Iter Time:0.03028583526611328 || Total time:60.46611666679382 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 2023 || Clusters count: 16 || Log posterior: -2885.9113370334308 || Iter Time:0.010916948318481445 || Total time:60.477033615112305 Iteration: 2024 || Clusters count: 16 || Log posterior: -2837.6175887148365 || Iter Time:0.02964496612548828 || Total time:60.50667858123779 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 2025 || Clusters count: 16 || Log posterior: -2885.023491309778 || Iter Time:0.03597116470336914 || Total time:60.54264974594116 Iteration: 2026 || Clusters count: 16 || Log posterior: -2865.2994871692404 || Iter Time:0.029963016510009766 || Total time:60.57261276245117 Loading and distributing data: 0.000160 seconds (141 allocations: 13.211 KiB) Iteration: 2027 || Clusters count: 16 || Log posterior: -2867.3566145121176 || Iter Time:0.011024951934814453 || Total time:60.583637714385986 Iteration: 2028 || Clusters count: 16 || Log posterior: -2841.633251151393 || Iter Time:0.03215503692626953 || Total time:60.615792751312256 Avg NMI: 0.9306359232630579 Full NMI: 0.913195551312303 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m45.4s Testing DPMMSubClustersStreaming tests passed Testing completed after 217.57s PkgEval succeeded after 312.46s