Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.1176 (573db77327*) started at 2025-09-21T18:09:06.549 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.7s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.14.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.15 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.16.0+0 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.9.9 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.2+0 [efcefdf7] + PCRE2_jll v10.46.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.67.1+0 [3f19e933] + p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.77s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 152.48s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_yd6pFX/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_yd6pFX/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.14.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.0 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.15 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.16.0+0 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.9.9 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.2+0 [efcefdf7] PCRE2_jll v10.46.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.67.1+0 [3f19e933] p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.867843 seconds (980.69 k allocations: 59.984 MiB, 13.71% gc time, 99.92% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233304.63173629093 || Iter Time:16.753220081329346 || Total time:16.753220081329346 Iteration: 1 || Clusters count: 1 || Log posterior: -233304.63173629093 || Iter Time:0.005761146545410156 || Total time:16.758981227874756 Iteration: 2 || Clusters count: 1 || Log posterior: -233304.63173629093 || Iter Time:0.005574941635131836 || Total time:16.764556169509888 Iteration: 3 || Clusters count: 1 || Log posterior: -233304.63173629093 || Iter Time:0.0051729679107666016 || Total time:16.769729137420654 Iteration: 4 || Clusters count: 1 || Log posterior: -233304.63173629093 || Iter Time:0.005171060562133789 || Total time:16.774900197982788 Iteration: 5 || Clusters count: 1 || Log posterior: -233304.63173629093 || Iter Time:0.01685309410095215 || Total time:16.79175329208374 Iteration: 6 || Clusters count: 1 || Log posterior: -233304.63173629093 || Iter Time:0.005120038986206055 || Total time:16.796873331069946 Iteration: 7 || Clusters count: 1 || Log posterior: -233304.63173629093 || Iter Time:0.0055239200592041016 || Total time:16.80239725112915 Iteration: 8 || Clusters count: 1 || Log posterior: -233304.63173629093 || Iter Time:0.005487918853759766 || Total time:16.80788516998291 Iteration: 9 || Clusters count: 1 || Log posterior: -233304.63173629093 || Iter Time:0.0056650638580322266 || Total time:16.813550233840942 Iteration: 10 || Clusters count: 1 || Log posterior: -233304.63173629093 || Iter Time:0.005875825881958008 || Total time:16.8194260597229 Iteration: 11 || Clusters count: 1 || Log posterior: -233304.63173629093 || Iter Time:0.005890846252441406 || Total time:16.825316905975342 Iteration: 12 || Clusters count: 1 || Log posterior: -233304.63173629093 || Iter Time:0.00576019287109375 || Total time:16.831077098846436 Iteration: 13 || Clusters count: 2 || Log posterior: -233003.48378972002 || Iter Time:4.138818979263306 || Total time:20.96989607810974 Iteration: 14 || Clusters count: 2 || Log posterior: -232995.3678946095 || Iter Time:0.0058879852294921875 || Total time:20.975784063339233 Iteration: 15 || Clusters count: 2 || Log posterior: -233018.58271082427 || Iter Time:0.005751848220825195 || Total time:20.98153591156006 Iteration: 16 || Clusters count: 2 || Log posterior: -233023.3228234283 || Iter Time:0.005656003952026367 || Total time:20.987191915512085 Iteration: 17 || Clusters count: 2 || Log posterior: -233023.79364832427 || Iter Time:0.005574941635131836 || Total time:20.992766857147217 Iteration: 18 || Clusters count: 2 || Log posterior: -233032.18158981478 || Iter Time:0.00562286376953125 || Total time:20.998389720916748 Iteration: 19 || Clusters count: 2 || Log posterior: -233025.53160874423 || Iter Time:0.00555109977722168 || Total time:21.00394082069397 Iteration: 20 || Clusters count: 2 || Log posterior: -232930.63662517452 || Iter Time:3.3687191009521484 || Total time:24.372659921646118 Loading and distributing data: 0.000586 seconds (126 allocations: 395.867 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233064.53211696274 || Iter Time:0.02983689308166504 || Total time:24.402496814727783 Iteration: 22 || Clusters count: 2 || Log posterior: -232988.30542682472 || Iter Time:0.005706787109375 || Total time:24.408203601837158 Iteration: 23 || Clusters count: 2 || Log posterior: -232978.92275244978 || Iter Time:0.005560874938964844 || Total time:24.413764476776123 Iteration: 24 || Clusters count: 2 || Log posterior: -232983.08680446274 || Iter Time:0.005602836608886719 || Total time:24.41936731338501 Iteration: 25 || Clusters count: 2 || Log posterior: -232955.17274196274 || Iter Time:0.005469083786010742 || Total time:24.42483639717102 Iteration: 26 || Clusters count: 2 || Log posterior: -232962.49484435393 || Iter Time:0.005162954330444336 || Total time:24.429999351501465 Iteration: 27 || Clusters count: 2 || Log posterior: -232963.54367537095 || Iter Time:0.0054018497467041016 || Total time:24.43540120124817 Iteration: 28 || Clusters count: 3 || Log posterior: -232478.8094367205 || Iter Time:0.007395029067993164 || Total time:24.442796230316162 Iteration: 29 || Clusters count: 4 || Log posterior: -232196.06226745914 || Iter Time:0.007320880889892578 || Total time:24.450117111206055 Iteration: 30 || Clusters count: 4 || Log posterior: -232105.37603308872 || Iter Time:0.005632162094116211 || Total time:24.45574927330017 Iteration: 31 || Clusters count: 4 || Log posterior: -232089.14329446663 || Iter Time:0.006139993667602539 || Total time:24.461889266967773 Iteration: 32 || Clusters count: 4 || Log posterior: -232039.03957104657 || Iter Time:0.006829023361206055 || Total time:24.46871829032898 Iteration: 33 || Clusters count: 4 || Log posterior: -232049.23433432923 || Iter Time:0.006675004959106445 || Total time:24.475393295288086 Iteration: 34 || Clusters count: 4 || Log posterior: -232054.22211012433 || Iter Time:0.006306886672973633 || Total time:24.48170018196106 Iteration: 35 || Clusters count: 4 || Log posterior: -232045.17738645902 || Iter Time:0.0064089298248291016 || Total time:24.48810911178589 Iteration: 36 || Clusters count: 4 || Log posterior: -232050.616585242 || Iter Time:0.006819009780883789 || Total time:24.494928121566772 Iteration: 37 || Clusters count: 4 || Log posterior: -232043.95662388005 || Iter Time:0.052088022232055664 || Total time:24.547016143798828 Iteration: 38 || Clusters count: 4 || Log posterior: -232032.81476680457 || Iter Time:0.006098031997680664 || Total time:24.55311417579651 Iteration: 39 || Clusters count: 4 || Log posterior: -232024.11455329458 || Iter Time:0.005994081497192383 || Total time:24.5591082572937 Iteration: 40 || Clusters count: 4 || Log posterior: -232019.41699643005 || Iter Time:0.00577092170715332 || Total time:24.564879179000854 Iteration: 41 || Clusters count: 4 || Log posterior: -231938.45681337148 || Iter Time:0.006431102752685547 || Total time:24.57131028175354 Loading and distributing data: 0.000614 seconds (126 allocations: 395.867 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262220.5906331814 || Iter Time:0.006639003753662109 || Total time:24.577949285507202 Iteration: 43 || Clusters count: 5 || Log posterior: -261851.21126017033 || Iter Time:0.00769495964050293 || Total time:24.585644245147705 Iteration: 44 || Clusters count: 5 || Log posterior: -261702.60586485208 || Iter Time:0.006658077239990234 || Total time:24.592302322387695 Iteration: 45 || Clusters count: 5 || Log posterior: -261669.5577854803 || Iter Time:0.00677800178527832 || Total time:24.599080324172974 Iteration: 46 || Clusters count: 5 || Log posterior: -261652.7818919242 || Iter Time:0.006623983383178711 || Total time:24.605704307556152 Iteration: 47 || Clusters count: 5 || Log posterior: -261647.41355545103 || Iter Time:0.006546974182128906 || Total time:24.61225128173828 Iteration: 48 || Clusters count: 6 || Log posterior: -261417.5445541654 || Iter Time:0.007956981658935547 || Total time:24.620208263397217 Iteration: 49 || Clusters count: 6 || Log posterior: -261267.16724236 || Iter Time:0.006944894790649414 || Total time:24.627153158187866 Iteration: 50 || Clusters count: 6 || Log posterior: -261242.59771741737 || Iter Time:0.0067789554595947266 || Total time:24.63393211364746 Iteration: 51 || Clusters count: 6 || Log posterior: -261257.53201836394 || Iter Time:0.007047176361083984 || Total time:24.640979290008545 Iteration: 52 || Clusters count: 6 || Log posterior: -261258.6425275012 || Iter Time:0.0067479610443115234 || Total time:24.647727251052856 Iteration: 53 || Clusters count: 6 || Log posterior: -261244.31854063214 || Iter Time:0.006903886795043945 || Total time:24.6546311378479 Iteration: 54 || Clusters count: 6 || Log posterior: -261270.84937301476 || Iter Time:0.006840944290161133 || Total time:24.66147208213806 Iteration: 55 || Clusters count: 7 || Log posterior: -260803.65488963708 || Iter Time:0.008046150207519531 || Total time:24.66951823234558 Iteration: 56 || Clusters count: 7 || Log posterior: -260690.7721496776 || Iter Time:0.042909860610961914 || Total time:24.712428092956543 Iteration: 57 || Clusters count: 7 || Log posterior: -260727.9933226972 || Iter Time:0.007400035858154297 || Total time:24.719828128814697 Iteration: 58 || Clusters count: 7 || Log posterior: -260698.61822982423 || Iter Time:0.007359981536865234 || Total time:24.727188110351562 Iteration: 59 || Clusters count: 7 || Log posterior: -260688.6728350708 || Iter Time:0.8163928985595703 || Total time:25.543581008911133 Iteration: 60 || Clusters count: 8 || Log posterior: -260315.49518216518 || Iter Time:0.00933218002319336 || Total time:25.552913188934326 Iteration: 61 || Clusters count: 8 || Log posterior: -260285.6930959532 || Iter Time:0.007972002029418945 || Total time:25.560885190963745 Iteration: 62 || Clusters count: 8 || Log posterior: -260224.21983220513 || Iter Time:0.007494926452636719 || Total time:25.568380117416382 Loading and distributing data: 0.000568 seconds (126 allocations: 395.867 KiB) Iteration: 63 || Clusters count: 11 || Log posterior: -259427.55806021322 || Iter Time:0.010519981384277344 || Total time:25.57890009880066 Iteration: 64 || Clusters count: 11 || Log posterior: -259103.05746234767 || Iter Time:0.020576953887939453 || Total time:25.5994770526886 Iteration: 65 || Clusters count: 11 || Log posterior: -259026.52628615752 || Iter Time:0.009790897369384766 || Total time:25.609267950057983 Iteration: 66 || Clusters count: 11 || Log posterior: -259001.87950542683 || Iter Time:0.00929713249206543 || Total time:25.61856508255005 Iteration: 67 || Clusters count: 11 || Log posterior: -259005.65476000108 || Iter Time:0.008959054946899414 || Total time:25.62752413749695 Iteration: 68 || Clusters count: 11 || Log posterior: -258998.3274562862 || Iter Time:0.009166955947875977 || Total time:25.636691093444824 Iteration: 69 || Clusters count: 11 || Log posterior: -258997.29375146172 || Iter Time:0.02942204475402832 || Total time:25.666113138198853 Iteration: 70 || Clusters count: 12 || Log posterior: -258674.99245531272 || Iter Time:0.00989389419555664 || Total time:25.67600703239441 Iteration: 71 || Clusters count: 12 || Log posterior: -258622.86345823295 || Iter Time:0.009151935577392578 || Total time:25.6851589679718 Iteration: 72 || Clusters count: 12 || Log posterior: -258649.6291120279 || Iter Time:0.009380817413330078 || Total time:25.694539785385132 Iteration: 73 || Clusters count: 12 || Log posterior: -258638.63978838694 || Iter Time:0.009350061416625977 || Total time:25.703889846801758 Iteration: 74 || Clusters count: 12 || Log posterior: -258628.53094843338 || Iter Time:0.009450912475585938 || Total time:25.713340759277344 Iteration: 75 || Clusters count: 13 || Log posterior: -258279.85683570273 || Iter Time:0.010319948196411133 || Total time:25.723660707473755 Iteration: 76 || Clusters count: 13 || Log posterior: -258246.96471208666 || Iter Time:0.009647846221923828 || Total time:25.73330855369568 Iteration: 77 || Clusters count: 13 || Log posterior: -258243.27406266317 || Iter Time:0.00962519645690918 || Total time:25.742933750152588 Iteration: 78 || Clusters count: 14 || Log posterior: -258072.2758144826 || Iter Time:0.012598991394042969 || Total time:25.75553274154663 Iteration: 79 || Clusters count: 14 || Log posterior: -258041.30436230128 || Iter Time:0.024771928787231445 || Total time:25.780304670333862 Iteration: 80 || Clusters count: 14 || Log posterior: -258041.07518164357 || Iter Time:0.011631011962890625 || Total time:25.791935682296753 Iteration: 81 || Clusters count: 14 || Log posterior: -258032.50327451344 || Iter Time:0.012218952178955078 || Total time:25.804154634475708 Iteration: 82 || Clusters count: 14 || Log posterior: -258029.09526282057 || Iter Time:0.012366056442260742 || Total time:25.81652069091797 Iteration: 83 || Clusters count: 14 || Log posterior: -258001.30198478576 || Iter Time:0.011502981185913086 || Total time:25.828023672103882 Loading and distributing data: 0.000550 seconds (126 allocations: 395.867 KiB) Iteration: 84 || Clusters count: 15 || Log posterior: -257638.31996160682 || Iter Time:0.013002872467041016 || Total time:25.841026544570923 Iteration: 85 || Clusters count: 15 || Log posterior: -257573.43917573322 || Iter Time:0.012965917587280273 || Total time:25.853992462158203 Iteration: 86 || Clusters count: 15 || Log posterior: -257555.76765350363 || Iter Time:0.017039060592651367 || Total time:25.871031522750854 Iteration: 87 || Clusters count: 15 || Log posterior: -257547.59262327358 || Iter Time:0.013209104537963867 || Total time:25.88424062728882 Iteration: 88 || Clusters count: 15 || Log posterior: -257553.83644790598 || Iter Time:0.01355886459350586 || Total time:25.897799491882324 Iteration: 89 || Clusters count: 15 || Log posterior: -257561.5316215642 || Iter Time:0.013109922409057617 || Total time:25.910909414291382 Iteration: 90 || Clusters count: 15 || Log posterior: -257549.0385608049 || Iter Time:0.014930963516235352 || Total time:25.925840377807617 Iteration: 91 || Clusters count: 15 || Log posterior: -257532.39333062366 || Iter Time:0.015027999877929688 || Total time:25.940868377685547 Iteration: 92 || Clusters count: 15 || Log posterior: -257551.26699288073 || Iter Time:0.019351959228515625 || Total time:25.960220336914062 Iteration: 93 || Clusters count: 17 || Log posterior: -256866.52544038225 || Iter Time:0.017583131790161133 || Total time:25.977803468704224 Iteration: 94 || Clusters count: 17 || Log posterior: -256760.00150543003 || Iter Time:0.01553797721862793 || Total time:25.99334144592285 Iteration: 95 || Clusters count: 17 || Log posterior: -256768.38109446963 || Iter Time:0.015386104583740234 || Total time:26.008727550506592 Iteration: 96 || Clusters count: 17 || Log posterior: -256771.62168628172 || Iter Time:0.019562959671020508 || Total time:26.028290510177612 Iteration: 97 || Clusters count: 17 || Log posterior: -256758.54272879584 || Iter Time:0.015845060348510742 || Total time:26.044135570526123 Iteration: 98 || Clusters count: 17 || Log posterior: -256765.02376172855 || Iter Time:0.015437126159667969 || Total time:26.05957269668579 Iteration: 99 || Clusters count: 17 || Log posterior: -256775.5082668273 || Iter Time:0.018846988677978516 || Total time:26.07841968536377 Iteration: 100 || Clusters count: 17 || Log posterior: -256763.46000743637 || Iter Time:0.016362905502319336 || Total time:26.09478259086609 Iteration: 101 || Clusters count: 17 || Log posterior: -256771.51964963 || Iter Time:0.016685009002685547 || Total time:26.111467599868774 Iteration: 102 || Clusters count: 17 || Log posterior: -256750.62141700523 || Iter Time:0.01988387107849121 || Total time:26.131351470947266 Iteration: 103 || Clusters count: 17 || Log posterior: -256756.4170978259 || Iter Time:0.017052888870239258 || Total time:26.148404359817505 Iteration: 104 || Clusters count: 17 || Log posterior: -256742.40690878005 || Iter Time:0.015792131423950195 || Total time:26.164196491241455 Loading and distributing data: 0.000564 seconds (126 allocations: 395.867 KiB) Iteration: 105 || Clusters count: 17 || Log posterior: -256625.57501532597 || Iter Time:0.016881942749023438 || Total time:26.18107843399048 Iteration: 106 || Clusters count: 17 || Log posterior: -256581.59402297199 || Iter Time:0.020788908004760742 || Total time:26.20186734199524 Iteration: 107 || Clusters count: 17 || Log posterior: -256577.4604195674 || Iter Time:0.016700029373168945 || Total time:26.218567371368408 Iteration: 108 || Clusters count: 19 || Log posterior: -255920.88171591843 || Iter Time:0.024196147918701172 || Total time:26.24276351928711 Iteration: 109 || Clusters count: 19 || Log posterior: -255801.21508393934 || Iter Time:0.01980900764465332 || Total 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time:26.557374477386475 Iteration: 124 || Clusters count: 19 || Log posterior: -255788.14126314604 || Iter Time:0.024016857147216797 || Total time:26.58139133453369 Iteration: 125 || Clusters count: 19 || Log posterior: -255788.14126314604 || Iter Time:0.0257260799407959 || Total time:26.607117414474487 Loading and distributing data: 0.000524 seconds (126 allocations: 395.867 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -255439.33176043342 || Iter Time:0.023383140563964844 || Total time:26.630500555038452 Iteration: 127 || Clusters count: 20 || Log posterior: -255393.15122631687 || Iter Time:0.02522110939025879 || Total time:26.65572166442871 Iteration: 128 || Clusters count: 20 || Log posterior: -255381.80288643352 || Iter Time:0.02274799346923828 || Total time:26.67846965789795 Iteration: 129 || Clusters count: 20 || Log posterior: -255379.47383285026 || Iter Time:0.023402929306030273 || Total time:26.70187258720398 Iteration: 130 || Clusters count: 20 || Log posterior: -255382.99365793058 || Iter Time:0.026009082794189453 || Total time:26.72788166999817 Iteration: 131 || Clusters count: 20 || Log posterior: -255382.36508623188 || Iter Time:0.021943092346191406 || Total time:26.74982476234436 Iteration: 132 || Clusters count: 20 || Log posterior: -255321.98348097815 || Iter Time:0.025996923446655273 || Total time:26.775821685791016 Iteration: 133 || Clusters count: 20 || Log posterior: -255328.3335177288 || Iter Time:0.021140098571777344 || Total time:26.796961784362793 Iteration: 134 || Clusters count: 20 || Log posterior: -255323.40448289644 || Iter Time:0.021132946014404297 || Total time:26.818094730377197 Iteration: 135 || Clusters count: 20 || Log posterior: -255321.1642366316 || Iter Time:0.024632930755615234 || Total time:26.842727661132812 Iteration: 136 || Clusters count: 20 || Log posterior: -255325.31595388718 || Iter Time:0.02121591567993164 || Total time:26.863943576812744 Iteration: 137 || Clusters count: 20 || Log posterior: 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-255326.93412748995 || Iter Time:0.0240020751953125 || Total time:27.055903911590576 Iteration: 145 || Clusters count: 20 || Log posterior: -255326.35644021526 || Iter Time:0.028254985809326172 || Total time:27.084158897399902 Iteration: 146 || Clusters count: 20 || Log posterior: -255322.83213238907 || Iter Time:0.022541046142578125 || Total time:27.10669994354248 Loading and distributing data: 0.000857 seconds (126 allocations: 395.867 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255483.4585155269 || Iter Time:0.028625965118408203 || Total time:27.13532590866089 Iteration: 148 || Clusters count: 20 || Log posterior: -255444.64543230098 || Iter Time:0.02359485626220703 || Total time:27.158920764923096 Iteration: 149 || Clusters count: 20 || Log posterior: -255444.64543230098 || Iter Time:0.023365020751953125 || Total time:27.18228578567505 Iteration: 150 || Clusters count: 20 || Log posterior: -255447.27216433338 || Iter Time:0.026417016983032227 || Total 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-255136.26229309247 || Iter Time:0.030596017837524414 || Total time:28.241181135177612 Iteration: 172 || Clusters count: 20 || Log posterior: -255145.30248729806 || Iter Time:0.030534982681274414 || Total time:28.271716117858887 Iteration: 173 || Clusters count: 20 || Log posterior: -255139.91052363924 || Iter Time:0.030078887939453125 || Total time:28.30179500579834 Iteration: 174 || Clusters count: 20 || Log posterior: -255129.27700153983 || Iter Time:0.0309908390045166 || Total time:28.332785844802856 Iteration: 175 || Clusters count: 20 || Log posterior: -255128.25038674058 || Iter Time:0.030799150466918945 || Total time:28.363584995269775 Iteration: 176 || Clusters count: 20 || Log posterior: -255128.25038674058 || Iter Time:0.05138397216796875 || Total time:28.414968967437744 Iteration: 177 || Clusters count: 20 || Log posterior: -255128.25038674058 || Iter Time:0.023366928100585938 || Total time:28.43833589553833 Iteration: 178 || Clusters count: 20 || Log posterior: -255130.44701021208 || Iter Time:0.022850990295410156 || Total time:28.46118688583374 Iteration: 179 || Clusters count: 20 || Log posterior: -255128.23837699933 || Iter Time:0.022881031036376953 || Total time:28.484067916870117 Iteration: 180 || Clusters count: 20 || Log posterior: -255135.88269309283 || Iter Time:0.023581981658935547 || Total time:28.507649898529053 Iteration: 181 || Clusters count: 20 || Log posterior: -255134.3695812189 || Iter Time:0.022848844528198242 || Total time:28.53049874305725 Iteration: 182 || Clusters count: 20 || Log posterior: -255129.09481191082 || Iter Time:0.022938013076782227 || Total time:28.553436756134033 Iteration: 183 || Clusters count: 20 || Log posterior: -255141.86637312683 || Iter Time:0.02529311180114746 || Total time:28.57872986793518 Iteration: 184 || Clusters count: 20 || Log posterior: -255139.80527152467 || Iter Time:0.025817155838012695 || Total time:28.604547023773193 Iteration: 185 || Clusters count: 20 || Log posterior: -255134.32843150455 || Iter Time:0.025601863861083984 || Total time:28.630148887634277 Iteration: 186 || Clusters count: 20 || Log posterior: -255130.54716911286 || Iter Time:0.03253316879272461 || Total time:28.662682056427002 Iteration: 187 || Clusters count: 20 || Log posterior: -255129.2154957494 || Iter Time:0.025532960891723633 || Total time:28.688215017318726 Iteration: 188 || Clusters count: 20 || Log posterior: -255129.2154957494 || Iter Time:0.023676156997680664 || Total time:28.711891174316406 Loading and distributing data: 0.000580 seconds (126 allocations: 395.867 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255132.74698796927 || Iter Time:0.025290966033935547 || Total time:28.737182140350342 Iteration: 190 || Clusters count: 20 || Log posterior: -255098.78065077428 || Iter Time:0.02413797378540039 || Total time:28.761320114135742 Iteration: 191 || Clusters count: 20 || Log posterior: -255109.2864910387 || Iter Time:0.024168968200683594 || Total 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time:28.96040916442871 Iteration: 199 || Clusters count: 20 || Log posterior: -255100.46990235525 || Iter Time:0.02960205078125 || Total time:28.99001121520996 Iteration: 200 || Clusters count: 20 || Log posterior: -255103.84172001408 || Iter Time:0.02541804313659668 || Total time:29.015429258346558 Iteration: 201 || Clusters count: 20 || Log posterior: -255101.51954162438 || Iter Time:0.024296998977661133 || Total time:29.03972625732422 Iteration: 202 || Clusters count: 20 || Log posterior: -255099.0558761133 || Iter Time:0.02429795265197754 || Total time:29.064024209976196 Iteration: 203 || Clusters count: 20 || Log posterior: -255103.590197838 || Iter Time:0.024318933486938477 || Total time:29.088343143463135 Iteration: 204 || Clusters count: 20 || Log posterior: -255099.24604517902 || Iter Time:0.030932188034057617 || Total time:29.119275331497192 Iteration: 205 || Clusters count: 20 || Log posterior: -255097.03940163535 || Iter Time:0.027209043502807617 || Total time:29.146484375 Iteration: 206 || Clusters count: 20 || Log posterior: -255102.00681330916 || Iter Time:0.025142908096313477 || Total time:29.171627283096313 Iteration: 207 || Clusters count: 20 || Log posterior: -255100.09330863843 || Iter Time:0.0256350040435791 || Total time:29.197262287139893 Iteration: 208 || Clusters count: 20 || Log posterior: -255108.49824612302 || Iter Time:0.030019044876098633 || Total time:29.22728133201599 Iteration: 209 || Clusters count: 20 || Log posterior: -255100.22856448797 || Iter Time:0.023751020431518555 || Total time:29.25103235244751 NMI: 0.8037043470392028 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m27.3s [13006, 11383, 10076, 87699, 72006, 3556, 14713, 32323, 123823, 147516, 51267, 27795, 29584, 2522, 61775, 169634, 23055, 19072, 73333, 25862] Loading and distributing data: 0.000281 seconds (126 allocations: 13.055 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6871.654011455497 || Iter Time:4.719835042953491 || Total time:4.719835042953491 Iteration: 1 || Clusters count: 1 || Log posterior: -6871.654011455497 || Iter Time:0.002465963363647461 || Total time:4.722301006317139 Iteration: 2 || Clusters count: 1 || Log posterior: -6871.654011455497 || Iter Time:0.0018458366394042969 || Total time:4.724146842956543 Iteration: 3 || Clusters count: 1 || Log posterior: -6871.654011455497 || Iter Time:0.0016198158264160156 || Total time:4.725766658782959 Iteration: 4 || Clusters count: 1 || Log posterior: -6871.654011455497 || Iter Time:0.0014960765838623047 || Total time:4.727262735366821 Iteration: 5 || Clusters count: 1 || Log posterior: -6871.654011455497 || Iter Time:0.001680135726928711 || Total time:4.72894287109375 Iteration: 6 || Clusters count: 1 || Log posterior: -6871.654011455497 || Iter Time:0.0014798641204833984 || Total time:4.730422735214233 Iteration: 7 || Clusters count: 1 || Log posterior: -6871.654011455497 || Iter Time:0.001522064208984375 || Total time:4.731944799423218 Iteration: 8 || Clusters count: 2 || Log posterior: -6483.331193795611 || Iter Time:0.14438891410827637 || Total time:4.876333713531494 Iteration: 9 || Clusters count: 2 || Log posterior: -6504.097993672987 || Iter Time:0.0022270679473876953 || Total time:4.878560781478882 Iteration: 10 || Clusters count: 2 || Log posterior: -6501.645226533931 || Iter Time:0.001992940902709961 || Total time:4.880553722381592 Iteration: 11 || Clusters count: 2 || Log posterior: -6489.30631886657 || Iter Time:0.0019860267639160156 || Total time:4.882539749145508 Iteration: 12 || Clusters count: 2 || Log posterior: -6486.577071112624 || Iter Time:0.0019788742065429688 || Total time:4.884518623352051 Iteration: 13 || Clusters count: 2 || Log posterior: -6485.116678941252 || Iter Time:0.00191497802734375 || Total time:4.8864336013793945 Iteration: 14 || Clusters count: 2 || Log posterior: -6501.882270409756 || Iter Time:0.0018498897552490234 || Total time:4.8882834911346436 Iteration: 15 || Clusters count: 2 || Log posterior: -6482.21554556162 || Iter Time:0.0019838809967041016 || Total time:4.890267372131348 Iteration: 16 || Clusters count: 2 || Log posterior: -6486.960928390719 || Iter Time:0.0020439624786376953 || Total time:4.892311334609985 Iteration: 17 || Clusters count: 2 || Log posterior: -6483.151611052996 || Iter Time:0.002064943313598633 || Total time:4.894376277923584 Iteration: 18 || Clusters count: 4 || Log posterior: -5834.875678534119 || Iter Time:0.006498098373413086 || Total time:4.900874376296997 Iteration: 19 || Clusters count: 4 || Log posterior: -5855.114062431432 || Iter Time:0.0029909610748291016 || Total time:4.903865337371826 Iteration: 20 || Clusters count: 4 || Log posterior: -5859.303724264923 || Iter Time:0.0028200149536132812 || Total time:4.9066853523254395 Iteration: 21 || Clusters count: 4 || Log posterior: -5836.829994709423 || Iter Time:0.002853870391845703 || Total time:4.909539222717285 Iteration: 22 || Clusters count: 4 || Log posterior: -5858.497608216246 || Iter Time:0.002750873565673828 || Total time:4.912290096282959 Iteration: 23 || Clusters count: 4 || Log posterior: -5848.540432301105 || Iter Time:0.0027658939361572266 || Total time:4.915055990219116 Iteration: 24 || Clusters count: 4 || Log posterior: -5842.330618457656 || Iter Time:0.0026259422302246094 || Total time:4.917681932449341 Iteration: 25 || Clusters count: 4 || Log posterior: -5843.13854208088 || Iter Time:0.0026950836181640625 || Total time:4.920377016067505 Iteration: 26 || Clusters count: 4 || Log posterior: -5843.314712429201 || Iter Time:0.002797842025756836 || Total time:4.923174858093262 Iteration: 27 || Clusters count: 4 || Log posterior: -5843.1603486359945 || Iter Time:0.0026540756225585938 || Total time:4.92582893371582 Iteration: 28 || Clusters count: 6 || Log posterior: -5694.446286624733 || Iter Time:0.006918907165527344 || Total time:4.932747840881348 Iteration: 29 || Clusters count: 6 || Log posterior: -5657.1686139452795 || Iter Time:0.0035080909729003906 || Total time:4.936255931854248 Iteration: 30 || Clusters count: 6 || Log posterior: -5592.406028764856 || Iter Time:1.1018149852752686 || Total time:6.038070917129517 false [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 5, 5, 2, 5, 5, 5, 5, 5, 5, 5, 5, 2, 2, 2, 2, 2, 2, 6, 6, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 2, 2, 2, 2, 2, 2, 6, 6, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] Loading and distributing data: 0.000232 seconds (126 allocations: 13.086 KiB) Iteration: 31 || Clusters count: 6 || Log posterior: -5377.154185243754 || Iter Time:0.030076026916503906 || Total time:6.0681469440460205 Iteration: 32 || Clusters count: 6 || Log posterior: -5350.5728696298775 || Iter Time:0.007344961166381836 || Total time:6.075491905212402 Loading and distributing data: 0.000143 seconds (126 allocations: 13.055 KiB) Iteration: 33 || Clusters count: 6 || Log posterior: -4397.421744828481 || Iter Time:0.00392603874206543 || Total time:6.079417943954468 Iteration: 34 || Clusters count: 6 || Log posterior: -4360.916647891539 || Iter Time:0.006041049957275391 || Total time:6.085458993911743 Loading and distributing data: 0.000139 seconds (126 allocations: 13.055 KiB) Iteration: 35 || Clusters count: 6 || Log posterior: -4067.8750349460847 || Iter Time:0.004203081130981445 || Total time:6.089662075042725 Iteration: 36 || Clusters count: 6 || Log posterior: -4034.941167176594 || Iter Time:0.006211996078491211 || Total time:6.095874071121216 Loading and distributing data: 0.000129 seconds (126 allocations: 13.055 KiB) Iteration: 37 || Clusters count: 6 || Log posterior: -4012.7199419576364 || Iter Time:0.003718852996826172 || Total time:6.099592924118042 Iteration: 38 || Clusters count: 6 || Log posterior: -3990.4334515524615 || Iter Time:0.006165027618408203 || Total time:6.10575795173645 Loading and distributing data: 0.000133 seconds (126 allocations: 13.055 KiB) Iteration: 39 || Clusters count: 6 || Log posterior: -4057.2396872477634 || Iter Time:0.0039141178131103516 || Total time:6.1096720695495605 Iteration: 40 || Clusters count: 6 || Log posterior: -4029.7198974259836 || Iter Time:0.006030082702636719 || Total time:6.115702152252197 Loading and distributing data: 0.000125 seconds (126 allocations: 13.055 KiB) Iteration: 41 || Clusters count: 6 || Log posterior: -4048.066249092266 || Iter Time:0.003632068634033203 || Total time:6.1193342208862305 Iteration: 42 || Clusters count: 6 || Log posterior: -4026.4225628832028 || Iter Time:0.006227016448974609 || Total time:6.125561237335205 Loading and distributing data: 0.000129 seconds 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Iteration: 121 || Clusters count: 11 || Log posterior: -3812.1227108642015 || Iter Time:0.009665966033935547 || Total time:7.0173327922821045 Iteration: 122 || Clusters count: 11 || Log posterior: -3778.1637034863643 || Iter Time:0.013210058212280273 || Total time:7.030542850494385 Loading and distributing data: 0.000132 seconds (126 allocations: 13.055 KiB) Iteration: 123 || Clusters count: 12 || Log posterior: -3804.53382345654 || Iter Time:0.010445117950439453 || Total time:7.040987968444824 Iteration: 124 || Clusters count: 11 || Log posterior: -3756.4939037996155 || Iter Time:0.014602899551391602 || Total time:7.055590867996216 Loading and distributing data: 0.000131 seconds (126 allocations: 13.055 KiB) Iteration: 125 || Clusters count: 11 || Log posterior: -3795.1824134249887 || Iter Time:0.010174989700317383 || Total time:7.065765857696533 Iteration: 126 || Clusters count: 11 || Log posterior: -3741.4930697141476 || Iter Time:0.013042211532592773 || Total time:7.078808069229126 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Iteration: 243 || Clusters count: 12 || Log posterior: -3814.249549748029 || Iter Time:0.011028051376342773 || Total time:8.519047260284424 Iteration: 244 || Clusters count: 12 || Log posterior: -3746.9159050287085 || Iter Time:0.014513015747070312 || Total time:8.533560276031494 Loading and distributing data: 0.000132 seconds (126 allocations: 13.055 KiB) Iteration: 245 || Clusters count: 12 || Log posterior: -3816.1063968344683 || Iter Time:0.009972095489501953 || Total time:8.543532371520996 Iteration: 246 || Clusters count: 12 || Log posterior: -3780.436385330368 || Iter Time:0.0137481689453125 || Total time:8.557280540466309 Loading and distributing data: 0.000123 seconds (126 allocations: 13.055 KiB) Iteration: 247 || Clusters count: 12 || Log posterior: -3820.1269900396546 || Iter Time:0.009653091430664062 || Total time:8.566933631896973 Iteration: 248 || Clusters count: 12 || Log posterior: -3777.804685698057 || Iter Time:0.014185190200805664 || Total time:8.581118822097778 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Iteration: 514 || Clusters count: 13 || Log posterior: -3709.26961608349 || Iter Time:0.014372110366821289 || Total time:12.151260375976562 Loading and distributing data: 0.000133 seconds (127 allocations: 13.070 KiB) Iteration: 515 || Clusters count: 13 || Log posterior: -3756.401733070389 || Iter Time:0.009837150573730469 || Total time:12.161097526550293 Iteration: 516 || Clusters count: 13 || Log posterior: -3707.5562469322886 || Iter Time:0.014325141906738281 || Total time:12.175422668457031 Loading and distributing data: 0.000137 seconds (127 allocations: 13.070 KiB) Iteration: 517 || Clusters count: 13 || Log posterior: -3779.975770518972 || Iter Time:0.01075887680053711 || Total time:12.186181545257568 Iteration: 518 || Clusters count: 13 || Log posterior: -3720.686501696643 || Iter Time:0.015731096267700195 || Total time:12.201912641525269 Loading and distributing data: 0.000139 seconds (127 allocations: 13.070 KiB) Iteration: 519 || Clusters count: 12 || Log posterior: 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Iteration: 547 || Clusters count: 12 || Log posterior: -3785.206163165137 || Iter Time:0.010486841201782227 || Total time:12.577901124954224 Iteration: 548 || Clusters count: 12 || Log posterior: -3756.783241780556 || Iter Time:0.014079093933105469 || Total time:12.591980218887329 Loading and distributing data: 0.000158 seconds (127 allocations: 13.102 KiB) Iteration: 549 || Clusters count: 12 || Log posterior: -3795.7841286647777 || Iter Time:0.010445117950439453 || Total time:12.602425336837769 Iteration: 550 || Clusters count: 12 || Log posterior: -3750.4961471118213 || Iter Time:0.03176403045654297 || Total time:12.634189367294312 Loading and distributing data: 0.000132 seconds (127 allocations: 13.102 KiB) Iteration: 551 || Clusters count: 13 || Log posterior: -3797.285188861767 || Iter Time:0.011062145233154297 || Total time:12.645251512527466 Iteration: 552 || Clusters count: 12 || Log posterior: -3762.6240853716063 || Iter Time:0.014815807342529297 || Total 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Iteration: 569 || Clusters count: 11 || Log posterior: -3809.52727776414 || Iter Time:0.009306907653808594 || Total time:12.876020669937134 Iteration: 570 || Clusters count: 11 || Log posterior: -3770.0701345064676 || Iter Time:0.013006925582885742 || Total time:12.88902759552002 Loading and distributing data: 0.000139 seconds (127 allocations: 13.102 KiB) Iteration: 571 || Clusters count: 11 || Log posterior: -3838.085453251077 || Iter Time:0.010013103485107422 || Total time:12.899040699005127 Iteration: 572 || Clusters count: 11 || Log posterior: -3800.311806234536 || Iter Time:0.013041973114013672 || Total time:12.91208267211914 Loading and distributing data: 0.000146 seconds (127 allocations: 13.070 KiB) Iteration: 573 || Clusters count: 12 || Log posterior: -3823.6047141266836 || Iter Time:0.010400056838989258 || Total time:12.92248272895813 Iteration: 574 || Clusters count: 12 || Log posterior: -3766.4984237656545 || Iter Time:0.013593912124633789 || Total time:12.936076641082764 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-3709.1867690737126 || Iter Time:0.031223058700561523 || Total time:13.026356935501099 Loading and distributing data: 0.000136 seconds (127 allocations: 13.102 KiB) Iteration: 581 || Clusters count: 12 || Log posterior: -3818.3145105734475 || Iter Time:0.009238004684448242 || Total time:13.035594940185547 Iteration: 582 || Clusters count: 12 || Log posterior: -3756.7551204594247 || Iter Time:0.013729095458984375 || Total time:13.049324035644531 Loading and distributing data: 0.000146 seconds (127 allocations: 13.070 KiB) Iteration: 583 || Clusters count: 12 || Log posterior: -3836.416082736262 || Iter Time:0.009269952774047852 || Total time:13.058593988418579 Iteration: 584 || Clusters count: 12 || Log posterior: -3778.1449313358758 || Iter Time:0.012784004211425781 || Total time:13.071377992630005 Loading and distributing data: 0.000130 seconds (127 allocations: 13.070 KiB) Iteration: 585 || Clusters count: 12 || Log posterior: -3795.5855071634405 || Iter Time:0.009070158004760742 || 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Iteration: 608 || Clusters count: 12 || Log posterior: -3756.6998861234147 || Iter Time:0.013159990310668945 || Total time:13.353223085403442 Loading and distributing data: 0.000135 seconds (127 allocations: 13.070 KiB) Iteration: 609 || Clusters count: 12 || Log posterior: -3773.6592114550667 || Iter Time:0.009345054626464844 || Total time:13.362568140029907 Iteration: 610 || Clusters count: 12 || Log posterior: -3728.145050991006 || Iter Time:0.013738155364990234 || Total time:13.376306295394897 Loading and distributing data: 0.000140 seconds (127 allocations: 13.070 KiB) Iteration: 611 || Clusters count: 12 || Log posterior: -3800.39090186771 || Iter Time:0.010328054428100586 || Total time:13.386634349822998 Iteration: 612 || Clusters count: 12 || Log posterior: -3765.273614019502 || Iter Time:0.03182101249694824 || Total time:13.418455362319946 Loading and distributing data: 0.000135 seconds (127 allocations: 13.102 KiB) Iteration: 613 || Clusters count: 13 || Log posterior: 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Iteration: 630 || Clusters count: 12 || Log posterior: -3818.611955100595 || Iter Time:0.013596057891845703 || Total time:13.644481658935547 Loading and distributing data: 0.000135 seconds (127 allocations: 13.070 KiB) Iteration: 631 || Clusters count: 12 || Log posterior: -3860.156649250631 || Iter Time:0.010696887969970703 || Total time:13.655178546905518 Iteration: 632 || Clusters count: 12 || Log posterior: -3813.1483363653906 || Iter Time:0.013604879379272461 || Total time:13.66878342628479 Loading and distributing data: 0.000140 seconds (127 allocations: 13.070 KiB) Iteration: 633 || Clusters count: 12 || Log posterior: -3804.890456024618 || Iter Time:0.009612083435058594 || Total time:13.678395509719849 Iteration: 634 || Clusters count: 12 || Log posterior: -3759.1894409283213 || Iter Time:0.01320791244506836 || Total time:13.691603422164917 Loading and distributing data: 0.000134 seconds (127 allocations: 13.102 KiB) Iteration: 635 || Clusters count: 12 || Log posterior: 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Iteration: 663 || Clusters count: 12 || Log posterior: -3779.543929991908 || Iter Time:0.009559154510498047 || Total time:14.029865980148315 Iteration: 664 || Clusters count: 12 || Log posterior: -3712.8822125405704 || Iter Time:0.013535022735595703 || Total time:14.043401002883911 Loading and distributing data: 0.000157 seconds (127 allocations: 13.102 KiB) Iteration: 665 || Clusters count: 12 || Log posterior: -3838.7557772463347 || Iter Time:0.010789155960083008 || Total time:14.054190158843994 Iteration: 666 || Clusters count: 12 || Log posterior: -3754.8514971349455 || Iter Time:0.01361989974975586 || Total time:14.06781005859375 Loading and distributing data: 0.000128 seconds (127 allocations: 13.070 KiB) Iteration: 667 || Clusters count: 12 || Log posterior: -3804.974385080607 || Iter Time:0.011001110076904297 || Total time:14.078811168670654 Iteration: 668 || Clusters count: 12 || Log posterior: -3764.8828280806533 || Iter Time:0.012955188751220703 || Total 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Iteration: 685 || Clusters count: 11 || Log posterior: -3798.369780373467 || Iter Time:0.008472919464111328 || Total time:14.295106887817383 Iteration: 686 || Clusters count: 11 || Log posterior: -3739.0516326219963 || Iter Time:0.011912822723388672 || Total time:14.307019710540771 Loading and distributing data: 0.000129 seconds (127 allocations: 13.070 KiB) Iteration: 687 || Clusters count: 11 || Log posterior: -3844.691082070278 || Iter Time:0.008581876754760742 || Total time:14.315601587295532 Iteration: 688 || Clusters count: 11 || Log posterior: -3773.611080989341 || Iter Time:0.012370109558105469 || Total time:14.327971696853638 Loading and distributing data: 0.000135 seconds (127 allocations: 13.070 KiB) Iteration: 689 || Clusters count: 11 || Log posterior: -3817.161063463132 || Iter Time:0.009560823440551758 || Total time:14.33753252029419 Iteration: 690 || Clusters count: 11 || Log posterior: -3777.7540192275324 || Iter Time:0.012848854064941406 || Total 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Iteration: 707 || Clusters count: 11 || Log posterior: -3794.194440796854 || Iter Time:0.010584115982055664 || Total time:14.553430557250977 Iteration: 708 || Clusters count: 11 || Log posterior: -3727.570333634396 || Iter Time:0.01389002799987793 || Total time:14.567320585250854 Loading and distributing data: 0.000154 seconds (127 allocations: 13.070 KiB) Iteration: 709 || Clusters count: 11 || Log posterior: -3766.3645233713414 || Iter Time:0.02932596206665039 || Total time:14.596646547317505 Iteration: 710 || Clusters count: 11 || Log posterior: -3720.918817988281 || Iter Time:0.015385866165161133 || Total time:14.612032413482666 Loading and distributing data: 0.000162 seconds (127 allocations: 13.102 KiB) Iteration: 711 || Clusters count: 11 || Log posterior: -3860.38424868254 || Iter Time:0.011929035186767578 || Total time:14.623961448669434 Iteration: 712 || Clusters count: 11 || Log posterior: -3799.426869577253 || Iter Time:0.014338016510009766 || Total time:14.638299465179443 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Iteration: 801 || Clusters count: 12 || Log posterior: -3734.0894047278844 || Iter Time:0.009814023971557617 || Total time:15.718571186065674 Iteration: 802 || Clusters count: 12 || Log posterior: -3699.5375473211757 || Iter Time:0.013194084167480469 || Total time:15.731765270233154 Loading and distributing data: 0.000135 seconds (127 allocations: 13.070 KiB) Iteration: 803 || Clusters count: 12 || Log posterior: -3755.0522861499417 || Iter Time:0.009454011917114258 || Total time:15.741219282150269 Iteration: 804 || Clusters count: 12 || Log posterior: -3729.110018029124 || Iter Time:0.01393890380859375 || Total time:15.755158185958862 Loading and distributing data: 0.000147 seconds (127 allocations: 13.070 KiB) Iteration: 805 || Clusters count: 11 || Log posterior: -3763.860970748032 || Iter Time:0.011059045791625977 || Total time:15.766217231750488 Iteration: 806 || Clusters count: 11 || Log posterior: -3718.0256418381236 || Iter Time:0.01260995864868164 || Total 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Iteration: 823 || Clusters count: 11 || Log posterior: -3808.4356684434356 || Iter Time:0.00919795036315918 || Total time:15.992894649505615 Iteration: 824 || Clusters count: 11 || Log posterior: -3760.8929024936797 || Iter Time:0.013604879379272461 || Total time:16.006499528884888 Loading and distributing data: 0.000140 seconds (127 allocations: 13.070 KiB) Iteration: 825 || Clusters count: 11 || Log posterior: -3768.919882835524 || Iter Time:0.010276079177856445 || Total time:16.016775608062744 Iteration: 826 || Clusters count: 11 || Log posterior: -3718.3942662267546 || Iter Time:0.013547897338867188 || Total time:16.03032350540161 Loading and distributing data: 0.000139 seconds (127 allocations: 13.070 KiB) Iteration: 827 || Clusters count: 12 || Log posterior: -3754.714409052011 || Iter Time:0.010481119155883789 || Total time:16.040804624557495 Iteration: 828 || Clusters count: 12 || Log posterior: -3717.3400949009615 || Iter Time:0.014533042907714844 || Total 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Iteration: 845 || Clusters count: 11 || Log posterior: -3783.8262165031692 || Iter Time:0.009899139404296875 || Total time:16.25821280479431 Iteration: 846 || Clusters count: 11 || Log posterior: -3758.1625456282686 || Iter Time:0.012927055358886719 || Total time:16.2711398601532 Loading and distributing data: 0.000129 seconds (127 allocations: 13.070 KiB) Iteration: 847 || Clusters count: 11 || Log posterior: -3828.7705898625645 || Iter Time:0.009479045867919922 || Total time:16.280618906021118 Iteration: 848 || Clusters count: 11 || Log posterior: -3788.139154926443 || Iter Time:0.012807130813598633 || Total time:16.293426036834717 Loading and distributing data: 0.000130 seconds (127 allocations: 13.070 KiB) Iteration: 849 || Clusters count: 12 || Log posterior: -3800.8978716602514 || Iter Time:0.009862899780273438 || Total time:16.30328893661499 Iteration: 850 || Clusters count: 12 || Log posterior: -3758.135134231599 || Iter Time:0.012933969497680664 || Total time:16.31622290611267 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-3771.651417956325 || Iter Time:0.012565135955810547 || Total time:16.382431745529175 Loading and distributing data: 0.000136 seconds (127 allocations: 13.102 KiB) Iteration: 857 || Clusters count: 11 || Log posterior: -3844.2783987893677 || Iter Time:0.009181022644042969 || Total time:16.391612768173218 Iteration: 858 || Clusters count: 11 || Log posterior: -3795.4424332817957 || Iter Time:0.012293100357055664 || Total time:16.403905868530273 Loading and distributing data: 0.000122 seconds (127 allocations: 13.070 KiB) Iteration: 859 || Clusters count: 12 || Log posterior: -3847.5646261059774 || Iter Time:0.009871959686279297 || Total time:16.413777828216553 Iteration: 860 || Clusters count: 12 || Log posterior: -3803.4698504494704 || Iter Time:0.013277053833007812 || Total time:16.42705488204956 Loading and distributing data: 0.000139 seconds (127 allocations: 13.070 KiB) Iteration: 861 || Clusters count: 12 || Log posterior: -3855.386637284861 || Iter Time:0.009584903717041016 || 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Iteration: 917 || Clusters count: 13 || Log posterior: -3782.065092221345 || Iter Time:0.010920047760009766 || Total time:17.179876804351807 Iteration: 918 || Clusters count: 13 || Log posterior: -3734.010552850002 || Iter Time:0.013801097869873047 || Total time:17.19367790222168 Loading and distributing data: 0.000145 seconds (127 allocations: 13.070 KiB) Iteration: 919 || Clusters count: 12 || Log posterior: -3808.466798320305 || Iter Time:0.009930849075317383 || Total time:17.203608751296997 Iteration: 920 || Clusters count: 12 || Log posterior: -3726.158175633872 || Iter Time:0.013046026229858398 || Total time:17.216654777526855 Loading and distributing data: 0.000143 seconds (127 allocations: 13.070 KiB) Iteration: 921 || Clusters count: 12 || Log posterior: -3733.593750280209 || Iter Time:0.008764028549194336 || Total time:17.22541880607605 Iteration: 922 || Clusters count: 12 || Log posterior: -3682.8133278004857 || Iter Time:0.012948989868164062 || Total time:17.238367795944214 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|| Log posterior: -3795.3633942715237 || Iter Time:0.010022878646850586 || Total time:17.437625408172607 Iteration: 940 || Clusters count: 11 || Log posterior: -3722.511165089599 || Iter Time:0.013770103454589844 || Total time:17.451395511627197 Loading and distributing data: 0.000148 seconds (127 allocations: 13.070 KiB) Iteration: 941 || Clusters count: 11 || Log posterior: -3771.367140967334 || Iter Time:0.010286092758178711 || Total time:17.461681604385376 Iteration: 942 || Clusters count: 11 || Log posterior: -3721.832726185268 || Iter Time:0.013164997100830078 || Total time:17.474846601486206 Loading and distributing data: 0.000146 seconds (127 allocations: 13.070 KiB) Iteration: 943 || Clusters count: 11 || Log posterior: -3817.5097253934437 || Iter Time:0.008764028549194336 || Total time:17.4836106300354 Iteration: 944 || Clusters count: 11 || Log posterior: -3761.9367348701658 || Iter Time:0.01258707046508789 || Total time:17.49619770050049 Loading and distributing data: 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-3706.3724014020618 || Iter Time:0.011139869689941406 || Total time:18.179081201553345 Iteration: 962 || Clusters count: 11 || Log posterior: -3670.515566676826 || Iter Time:0.014993906021118164 || Total time:18.194075107574463 Loading and distributing data: 0.000139 seconds (127 allocations: 13.070 KiB) Iteration: 963 || Clusters count: 11 || Log posterior: -3822.8038610606413 || Iter Time:0.010601043701171875 || Total time:18.204676151275635 Iteration: 964 || Clusters count: 11 || Log posterior: -3792.537832612784 || Iter Time:0.013938188552856445 || Total time:18.21861433982849 Loading and distributing data: 0.000138 seconds (127 allocations: 13.070 KiB) Iteration: 965 || Clusters count: 12 || Log posterior: -3778.718390065583 || Iter Time:0.011107206344604492 || Total time:18.229721546173096 Iteration: 966 || Clusters count: 12 || Log posterior: -3750.890837058624 || Iter Time:0.014184951782226562 || Total time:18.243906497955322 Loading and distributing data: 0.000138 seconds (127 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Iteration: 989 || Clusters count: 12 || Log posterior: -3789.4134946014046 || Iter Time:0.01211690902709961 || Total time:18.52579355239868 Iteration: 990 || Clusters count: 12 || Log posterior: -3752.3415492725385 || Iter Time:0.015419960021972656 || Total time:18.541213512420654 Loading and distributing data: 0.000156 seconds (127 allocations: 13.070 KiB) Iteration: 991 || Clusters count: 12 || Log posterior: -3779.3758655005645 || Iter Time:0.011281967163085938 || Total time:18.55249547958374 Iteration: 992 || Clusters count: 12 || Log posterior: -3738.9316054970727 || Iter Time:0.017109155654907227 || Total time:18.569604635238647 Loading and distributing data: 0.000144 seconds (127 allocations: 13.070 KiB) Iteration: 993 || Clusters count: 12 || Log posterior: -3773.228864855699 || Iter Time:0.011642932891845703 || Total time:18.581247568130493 Iteration: 994 || Clusters count: 12 || Log posterior: -3740.4620307963205 || Iter Time:0.01667499542236328 || Total 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|| Log posterior: -3752.490566591778 || Iter Time:0.016041994094848633 || Total time:18.682594299316406 Loading and distributing data: 0.000153 seconds (127 allocations: 13.070 KiB) Iteration: 1001 || Clusters count: 12 || Log posterior: -3761.09140604245 || Iter Time:0.011066913604736328 || Total time:18.693661212921143 Iteration: 1002 || Clusters count: 12 || Log posterior: -3735.8932321864295 || Iter Time:0.015984058380126953 || Total time:18.70964527130127 Loading and distributing data: 0.000149 seconds (127 allocations: 13.070 KiB) Iteration: 1003 || Clusters count: 12 || Log posterior: -3718.6151602015357 || Iter Time:0.011456012725830078 || Total time:18.7211012840271 Iteration: 1004 || Clusters count: 12 || Log posterior: -3700.9270174760445 || Iter Time:0.016319990158081055 || Total time:18.73742127418518 Loading and distributing data: 0.000150 seconds (127 allocations: 13.070 KiB) Iteration: 1005 || Clusters count: 12 || Log posterior: -3749.7463717729424 || Iter 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Iteration: 1121 || Clusters count: 11 || Log posterior: -3793.8060132208466 || Iter Time:0.011420011520385742 || Total time:20.28700351715088 Iteration: 1122 || Clusters count: 11 || Log posterior: -3748.212713881702 || Iter Time:0.015115976333618164 || Total time:20.302119493484497 Loading and distributing data: 0.000135 seconds (127 allocations: 13.070 KiB) Iteration: 1123 || Clusters count: 11 || Log posterior: -3780.8507759423132 || Iter Time:0.010661125183105469 || Total time:20.312780618667603 Iteration: 1124 || Clusters count: 11 || Log posterior: -3738.777336316287 || Iter Time:0.01532602310180664 || Total time:20.32810664176941 Loading and distributing data: 0.000153 seconds (127 allocations: 13.070 KiB) Iteration: 1125 || Clusters count: 12 || Log posterior: -3785.010613495096 || Iter Time:0.012204885482788086 || Total time:20.340311527252197 Iteration: 1126 || Clusters count: 12 || Log posterior: -3755.1378372462814 || Iter Time:0.05005812644958496 || Total 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Iteration: 1319 || Clusters count: 12 || Log posterior: -3844.9952078550136 || Iter Time:0.00574493408203125 || Total time:22.641600370407104 Iteration: 1320 || Clusters count: 12 || Log posterior: -3774.1582219652078 || Iter Time:0.008348941802978516 || Total time:22.649949312210083 Loading and distributing data: 0.000133 seconds (127 allocations: 13.070 KiB) Iteration: 1321 || Clusters count: 12 || Log posterior: -3741.65131599636 || Iter Time:0.005789995193481445 || Total time:22.655739307403564 Iteration: 1322 || Clusters count: 12 || Log posterior: -3700.3709298328845 || Iter Time:0.008344173431396484 || Total time:22.66408348083496 Loading and distributing data: 0.000122 seconds (127 allocations: 13.070 KiB) Iteration: 1323 || Clusters count: 12 || Log posterior: -3708.2093994032407 || Iter Time:0.006188869476318359 || Total time:22.67027235031128 Iteration: 1324 || Clusters count: 12 || Log posterior: -3665.8439893561817 || Iter Time:0.00922703742980957 || Total 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Iteration: 1341 || Clusters count: 11 || Log posterior: -3816.2656487345807 || Iter Time:0.009917020797729492 || Total time:22.887746334075928 Iteration: 1342 || Clusters count: 11 || Log posterior: -3768.197970564432 || Iter Time:0.014678001403808594 || Total time:22.902424335479736 Loading and distributing data: 0.000176 seconds (127 allocations: 13.070 KiB) Iteration: 1343 || Clusters count: 11 || Log posterior: -3836.859982554608 || Iter Time:0.013844013214111328 || Total time:22.916268348693848 Iteration: 1344 || Clusters count: 11 || Log posterior: -3776.912298248141 || Iter Time:0.023030996322631836 || Total time:22.93929934501648 Loading and distributing data: 0.000138 seconds (127 allocations: 13.070 KiB) Iteration: 1345 || Clusters count: 12 || Log posterior: -3773.887168966331 || Iter Time:0.011047124862670898 || Total time:22.95034646987915 Iteration: 1346 || Clusters count: 12 || Log posterior: -3735.178513754157 || Iter Time:0.014024019241333008 || Total 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Iteration: 1363 || Clusters count: 11 || Log posterior: -3731.156483867256 || Iter Time:0.009074926376342773 || Total time:23.15492296218872 Iteration: 1364 || Clusters count: 11 || Log posterior: -3694.13870414495 || Iter Time:0.012989044189453125 || Total time:23.167912006378174 Loading and distributing data: 0.000148 seconds (127 allocations: 13.070 KiB) Iteration: 1365 || Clusters count: 11 || Log posterior: -3779.5123088395667 || Iter Time:0.01093602180480957 || Total time:23.178848028182983 Iteration: 1366 || Clusters count: 11 || Log posterior: -3731.842935256343 || Iter Time:0.014611005783081055 || Total time:23.193459033966064 Loading and distributing data: 0.000150 seconds (127 allocations: 13.070 KiB) Iteration: 1367 || Clusters count: 11 || Log posterior: -3764.513401712377 || Iter Time:0.011274099349975586 || Total time:23.20473313331604 Iteration: 1368 || Clusters count: 11 || Log posterior: -3738.2978475209607 || Iter Time:0.014061927795410156 || Total 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|| Log posterior: -3745.3143975212442 || Iter Time:0.012825965881347656 || Total time:24.631969213485718 Loading and distributing data: 0.000133 seconds (127 allocations: 13.070 KiB) Iteration: 1485 || Clusters count: 12 || Log posterior: -3770.116075672528 || Iter Time:0.009274005889892578 || Total time:24.64124321937561 Iteration: 1486 || Clusters count: 12 || Log posterior: -3715.7334716830605 || Iter Time:0.012688159942626953 || Total time:24.653931379318237 Loading and distributing data: 0.000131 seconds (127 allocations: 13.070 KiB) Iteration: 1487 || Clusters count: 12 || Log posterior: -3813.4630798408384 || Iter Time:0.009230852127075195 || Total time:24.663162231445312 Iteration: 1488 || Clusters count: 12 || Log posterior: -3748.017717649581 || Iter Time:0.013147830963134766 || Total time:24.676310062408447 Loading and distributing data: 0.000147 seconds (127 allocations: 13.070 KiB) Iteration: 1489 || Clusters count: 12 || Log posterior: -3803.6478595980307 || Iter 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Iteration: 1495 || Clusters count: 13 || Log posterior: -3782.2309223700727 || Iter Time:0.010018110275268555 || Total time:24.762396335601807 Iteration: 1496 || Clusters count: 13 || Log posterior: -3734.8393379561385 || Iter Time:0.013326883316040039 || Total time:24.775723218917847 Loading and distributing data: 0.000145 seconds (127 allocations: 13.070 KiB) Iteration: 1497 || Clusters count: 13 || Log posterior: -3735.871419421381 || Iter Time:0.010009050369262695 || Total time:24.78573226928711 Iteration: 1498 || Clusters count: 13 || Log posterior: -3706.267144501689 || Iter Time:0.013998985290527344 || Total time:24.799731254577637 Loading and distributing data: 0.000130 seconds (127 allocations: 13.070 KiB) Iteration: 1499 || Clusters count: 13 || Log posterior: -3711.499979420601 || Iter Time:0.00979304313659668 || Total time:24.809524297714233 Iteration: 1500 || Clusters count: 13 || Log posterior: -3673.820676162314 || Iter Time:0.013509988784790039 || Total 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Iteration: 1517 || Clusters count: 12 || Log posterior: -3736.2296398791855 || Iter Time:0.009763956069946289 || Total time:25.040553331375122 Iteration: 1518 || Clusters count: 12 || Log posterior: -3709.651150728598 || Iter Time:0.013265132904052734 || Total time:25.053818464279175 Loading and distributing data: 0.000130 seconds (127 allocations: 13.070 KiB) Iteration: 1519 || Clusters count: 12 || Log posterior: -3721.961786583885 || Iter Time:0.009814977645874023 || Total time:25.06363344192505 Iteration: 1520 || Clusters count: 11 || Log posterior: -3690.936393812727 || Iter Time:0.012813091278076172 || Total time:25.076446533203125 Loading and distributing data: 0.000132 seconds (127 allocations: 13.070 KiB) Iteration: 1521 || Clusters count: 11 || Log posterior: -3767.4131330671007 || Iter Time:0.008999824523925781 || Total time:25.08544635772705 Iteration: 1522 || Clusters count: 11 || Log posterior: -3716.099955887914 || Iter Time:0.012907028198242188 || Total 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Iteration: 1561 || Clusters count: 11 || Log posterior: -3763.220657105108 || Iter Time:0.009467124938964844 || Total time:25.544655323028564 Iteration: 1562 || Clusters count: 11 || Log posterior: -3719.557274513754 || Iter Time:0.011768817901611328 || Total time:25.556424140930176 Loading and distributing data: 0.000129 seconds (127 allocations: 13.070 KiB) Iteration: 1563 || Clusters count: 12 || Log posterior: -3819.647993976443 || Iter Time:0.008985042572021484 || Total time:25.565409183502197 Iteration: 1564 || Clusters count: 12 || Log posterior: -3752.882788564368 || Iter Time:0.011912107467651367 || Total time:25.57732129096985 Loading and distributing data: 0.000116 seconds (127 allocations: 13.070 KiB) Iteration: 1565 || Clusters count: 12 || Log posterior: -3791.891609235433 || Iter Time:0.008170127868652344 || Total time:25.5854914188385 Iteration: 1566 || Clusters count: 12 || Log posterior: -3756.95998861706 || Iter Time:0.011851072311401367 || Total 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Iteration: 1671 || Clusters count: 12 || Log posterior: -3812.784486472496 || Iter Time:0.010380029678344727 || Total time:26.893837213516235 Iteration: 1672 || Clusters count: 12 || Log posterior: -3727.619730590378 || Iter Time:0.013439178466796875 || Total time:26.907276391983032 Loading and distributing data: 0.000144 seconds (127 allocations: 13.102 KiB) Iteration: 1673 || Clusters count: 12 || Log posterior: -3789.7278838980046 || Iter Time:0.010032892227172852 || Total time:26.917309284210205 Iteration: 1674 || Clusters count: 12 || Log posterior: -3732.7457424911727 || Iter Time:0.03627204895019531 || Total time:26.9535813331604 Loading and distributing data: 0.000143 seconds (127 allocations: 13.102 KiB) Iteration: 1675 || Clusters count: 12 || Log posterior: -3806.2575676440183 || Iter Time:0.010424137115478516 || Total time:26.96400547027588 Iteration: 1676 || Clusters count: 12 || Log posterior: -3773.2127270941955 || Iter Time:0.014750957489013672 || Total 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Iteration: 1693 || Clusters count: 12 || Log posterior: -3728.1118026822523 || Iter Time:0.010390043258666992 || Total time:27.204278230667114 Iteration: 1694 || Clusters count: 12 || Log posterior: -3694.1550577993294 || Iter Time:0.014019012451171875 || Total time:27.218297243118286 Loading and distributing data: 0.000155 seconds (127 allocations: 13.070 KiB) Iteration: 1695 || Clusters count: 12 || Log posterior: -3754.2837913064695 || Iter Time:0.010770797729492188 || Total time:27.22906804084778 Iteration: 1696 || Clusters count: 12 || Log posterior: -3702.9117335028754 || Iter Time:0.014489889144897461 || Total time:27.243557929992676 Loading and distributing data: 0.000134 seconds (127 allocations: 13.070 KiB) Iteration: 1697 || Clusters count: 12 || Log posterior: -3744.064753691279 || Iter Time:0.011438846588134766 || Total time:27.25499677658081 Iteration: 1698 || Clusters count: 12 || Log posterior: -3709.9691841062013 || Iter Time:0.014492988586425781 || Total 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Iteration: 1759 || Clusters count: 11 || Log posterior: -3741.8362126521242 || Iter Time:0.010125875473022461 || Total time:28.1038236618042 Iteration: 1760 || Clusters count: 11 || Log posterior: -3698.025420939746 || Iter Time:0.013870000839233398 || Total time:28.117693662643433 Loading and distributing data: 0.000162 seconds (127 allocations: 13.070 KiB) Iteration: 1761 || Clusters count: 11 || Log posterior: -3762.4752366690636 || Iter Time:0.010498046875 || Total time:28.128191709518433 Iteration: 1762 || Clusters count: 11 || Log posterior: -3712.4177147527603 || Iter Time:0.013916015625 || Total time:28.142107725143433 Loading and distributing data: 0.000151 seconds (127 allocations: 13.070 KiB) Iteration: 1763 || Clusters count: 12 || Log posterior: -3799.032525406579 || Iter Time:0.010683059692382812 || Total time:28.152790784835815 Iteration: 1764 || Clusters count: 12 || Log posterior: -3772.4645501326518 || Iter Time:0.014723777770996094 || Total time:28.16751456260681 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-3729.505242953798 || Iter Time:0.014505147933959961 || Total time:28.24377751350403 Loading and distributing data: 0.000150 seconds (127 allocations: 13.070 KiB) Iteration: 1771 || Clusters count: 12 || Log posterior: -3761.8624905269235 || Iter Time:0.011081933975219727 || Total time:28.254859447479248 Iteration: 1772 || Clusters count: 12 || Log posterior: -3735.0962027605174 || Iter Time:0.013541936874389648 || Total time:28.268401384353638 Loading and distributing data: 0.000136 seconds (127 allocations: 13.070 KiB) Iteration: 1773 || Clusters count: 12 || Log posterior: -3800.462628768599 || Iter Time:0.010421991348266602 || Total time:28.278823375701904 Iteration: 1774 || Clusters count: 12 || Log posterior: -3745.100514467031 || Iter Time:0.01447296142578125 || Total time:28.293296337127686 Loading and distributing data: 0.000152 seconds (127 allocations: 13.102 KiB) Iteration: 1775 || Clusters count: 12 || Log posterior: -3730.787755549694 || Iter Time:0.010603904724121094 || 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-3750.5822531129106 || Iter Time:0.015477180480957031 || Total time:28.534480333328247 Loading and distributing data: 0.000153 seconds (127 allocations: 13.102 KiB) Iteration: 1793 || Clusters count: 12 || Log posterior: -3795.6052211946885 || Iter Time:0.011503934860229492 || Total time:28.545984268188477 Iteration: 1794 || Clusters count: 12 || Log posterior: -3743.603207709141 || Iter Time:0.015009164810180664 || Total time:28.560993432998657 Loading and distributing data: 0.000163 seconds (127 allocations: 13.102 KiB) Iteration: 1795 || Clusters count: 12 || Log posterior: -3798.847394035042 || Iter Time:0.011998176574707031 || Total time:28.572991609573364 Iteration: 1796 || Clusters count: 12 || Log posterior: -3742.187939318269 || Iter Time:0.015430927276611328 || Total time:28.588422536849976 Loading and distributing data: 0.000163 seconds (127 allocations: 13.102 KiB) Iteration: 1797 || Clusters count: 12 || Log posterior: -3777.063512345558 || Iter Time:0.012231111526489258 || Total time:28.600653648376465 Iteration: 1798 || Clusters count: 12 || Log posterior: -3730.6496373030195 || Iter Time:0.015005111694335938 || Total time:28.6156587600708 Loading and distributing data: 0.000173 seconds (132 allocations: 13.258 KiB) Iteration: 1799 || Clusters count: 12 || Log posterior: -3774.2325511922577 || Iter Time:0.03902697563171387 || Total time:28.654685735702515 Iteration: 1800 || Clusters count: 12 || Log posterior: -3712.669045808632 || Iter Time:0.014744997024536133 || Total time:28.66943073272705 Loading and distributing data: 0.000156 seconds (127 allocations: 13.102 KiB) Iteration: 1801 || Clusters count: 12 || Log posterior: -3758.3871596639174 || Iter Time:0.010355949401855469 || Total time:28.679786682128906 Iteration: 1802 || Clusters count: 12 || Log posterior: -3713.429922661651 || Iter Time:0.015093088150024414 || Total time:28.69487977027893 Loading and distributing data: 0.000140 seconds (127 allocations: 13.102 KiB) Iteration: 1803 || 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-3775.4720140546383 || Iter Time:0.014545202255249023 || Total time:28.850369691848755 Loading and distributing data: 0.000154 seconds (127 allocations: 13.070 KiB) Iteration: 1815 || Clusters count: 12 || Log posterior: -3764.7877910617667 || Iter Time:0.011093854904174805 || Total time:28.86146354675293 Iteration: 1816 || Clusters count: 12 || Log posterior: -3733.9786618884464 || Iter Time:0.015105962753295898 || Total time:28.876569509506226 Loading and distributing data: 0.000350 seconds (127 allocations: 13.070 KiB) Iteration: 1817 || Clusters count: 12 || Log posterior: -3745.575541128597 || Iter Time:0.01353001594543457 || Total time:28.89009952545166 Iteration: 1818 || Clusters count: 12 || Log posterior: -3700.8032475288587 || Iter Time:0.01644301414489746 || Total time:28.906542539596558 Loading and distributing data: 0.000172 seconds (127 allocations: 13.070 KiB) Iteration: 1819 || Clusters count: 12 || Log posterior: -3816.5882376900504 || Iter Time:0.013305902481079102 || Total time:28.919848442077637 Iteration: 1820 || Clusters count: 12 || Log posterior: -3766.6042261296398 || Iter Time:0.016666889190673828 || Total time:28.93651533126831 Loading and distributing data: 0.000141 seconds (127 allocations: 13.102 KiB) Iteration: 1821 || Clusters count: 12 || Log posterior: -3765.873489025877 || Iter Time:0.013585090637207031 || Total time:28.950100421905518 Iteration: 1822 || Clusters count: 12 || Log posterior: -3703.2042678092794 || Iter Time:0.014842987060546875 || Total time:28.964943408966064 Loading and distributing data: 0.000149 seconds (127 allocations: 13.102 KiB) Iteration: 1823 || Clusters count: 12 || Log posterior: -3746.746280896874 || Iter Time:0.01086282730102539 || Total time:28.97580623626709 Iteration: 1824 || Clusters count: 12 || Log posterior: -3699.4721031767954 || Iter Time:0.014616966247558594 || Total time:28.99042320251465 Loading and distributing data: 0.000144 seconds (127 allocations: 13.070 KiB) Iteration: 1825 || Clusters 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distributing data: 0.000148 seconds (127 allocations: 13.102 KiB) Iteration: 1831 || Clusters count: 12 || Log posterior: -3791.3357054108455 || Iter Time:0.010905027389526367 || Total time:29.08228325843811 Iteration: 1832 || Clusters count: 12 || Log posterior: -3745.769287473435 || Iter Time:0.014868021011352539 || Total time:29.097151279449463 Loading and distributing data: 0.000155 seconds (127 allocations: 13.102 KiB) Iteration: 1833 || Clusters count: 12 || Log posterior: -3795.117195123302 || Iter Time:0.011321067810058594 || Total time:29.10847234725952 Iteration: 1834 || Clusters count: 12 || Log posterior: -3737.1868211363117 || Iter Time:0.015516996383666992 || Total time:29.12398934364319 Loading and distributing data: 0.000160 seconds (127 allocations: 13.102 KiB) Iteration: 1835 || Clusters count: 12 || Log posterior: -3770.9772928939524 || Iter Time:0.01060795783996582 || Total time:29.134597301483154 Iteration: 1836 || Clusters count: 12 || Log posterior: -3717.4757385498606 || Iter Time:0.014803171157836914 || Total time:29.14940047264099 Loading and distributing data: 0.000159 seconds (127 allocations: 13.102 KiB) Iteration: 1837 || Clusters count: 12 || Log posterior: -3735.141879022534 || Iter Time:0.012906789779663086 || Total time:29.162307262420654 Iteration: 1838 || Clusters count: 12 || Log posterior: -3689.5984508188917 || Iter Time:0.015655994415283203 || Total time:29.177963256835938 Loading and distributing data: 0.000172 seconds (127 allocations: 13.102 KiB) Iteration: 1839 || Clusters count: 13 || Log posterior: -3777.5330499941006 || Iter Time:0.011965036392211914 || Total time:29.18992829322815 Iteration: 1840 || Clusters count: 12 || Log posterior: -3728.152574622343 || Iter Time:0.017359018325805664 || Total time:29.207287311553955 Loading and distributing data: 0.000169 seconds (127 allocations: 13.102 KiB) Iteration: 1841 || Clusters count: 13 || Log posterior: -3772.8030037985022 || Iter Time:0.01217198371887207 || 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count: 12 || Log posterior: -3766.481991249437 || Iter Time:0.010750055313110352 || Total time:29.32637643814087 Iteration: 1848 || Clusters count: 12 || Log posterior: -3720.470257913373 || Iter Time:0.014883995056152344 || Total time:29.34126043319702 Loading and distributing data: 0.000155 seconds (127 allocations: 13.070 KiB) Iteration: 1849 || Clusters count: 12 || Log posterior: -3801.9679977789115 || Iter Time:0.012454986572265625 || Total time:29.353715419769287 Iteration: 1850 || Clusters count: 12 || Log posterior: -3774.7552900880773 || Iter Time:0.016520977020263672 || Total time:29.37023639678955 Loading and distributing data: 0.000143 seconds (127 allocations: 13.070 KiB) Iteration: 1851 || Clusters count: 12 || Log posterior: -3819.653668924077 || Iter Time:0.013019084930419922 || Total time:29.38325548171997 Iteration: 1852 || Clusters count: 12 || Log posterior: -3785.626552209974 || Iter Time:0.015809059143066406 || Total time:29.399064540863037 Loading and distributing data: 0.000144 seconds (127 allocations: 13.070 KiB) Iteration: 1853 || Clusters count: 12 || Log posterior: -3782.7487382580534 || Iter Time:0.011116981506347656 || Total time:29.410181522369385 Iteration: 1854 || Clusters count: 12 || Log posterior: -3757.6373577091595 || Iter Time:0.014311075210571289 || Total time:29.424492597579956 Loading and distributing data: 0.000145 seconds (127 allocations: 13.070 KiB) Iteration: 1855 || Clusters count: 12 || Log posterior: -3798.1301826872696 || Iter Time:0.010903120040893555 || Total time:29.43539571762085 Iteration: 1856 || Clusters count: 12 || Log posterior: -3760.6824784380506 || Iter Time:0.014821052551269531 || Total time:29.45021677017212 Loading and distributing data: 0.000143 seconds (127 allocations: 13.070 KiB) Iteration: 1857 || Clusters count: 12 || Log posterior: -3800.8768600428402 || Iter Time:0.010452985763549805 || Total time:29.46066975593567 Iteration: 1858 || Clusters count: 12 || Log posterior: -3756.709665176831 || Iter Time:0.013848066329956055 || Total time:29.474517822265625 Loading and distributing data: 0.000138 seconds (127 allocations: 13.102 KiB) Iteration: 1859 || Clusters count: 12 || Log posterior: -3847.081164687189 || Iter Time:0.009490966796875 || Total time:29.4840087890625 Iteration: 1860 || Clusters count: 12 || Log posterior: -3789.5728792148134 || Iter Time:0.013957023620605469 || Total time:29.497965812683105 Loading and distributing data: 0.000136 seconds (127 allocations: 13.102 KiB) Iteration: 1861 || Clusters count: 12 || Log posterior: -3843.3665731565666 || Iter Time:0.012347936630249023 || Total time:29.510313749313354 Iteration: 1862 || Clusters count: 12 || Log posterior: -3784.6034504908853 || Iter Time:0.014258861541748047 || Total time:29.524572610855103 Loading and distributing data: 0.000144 seconds (127 allocations: 13.070 KiB) Iteration: 1863 || Clusters count: 13 || Log posterior: -3777.376564285447 || Iter Time:0.011153936386108398 || 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Clusters count: 12 || Log posterior: -3765.0269855992733 || Iter Time:0.008481025695800781 || Total time:29.605674505233765 Iteration: 1870 || Clusters count: 12 || Log posterior: -3720.1883961013787 || Iter Time:0.013068914413452148 || Total time:29.618743419647217 Loading and distributing data: 0.000139 seconds (127 allocations: 13.102 KiB) Iteration: 1871 || Clusters count: 12 || Log posterior: -3741.489339548121 || Iter Time:0.011197090148925781 || Total time:29.629940509796143 Iteration: 1872 || Clusters count: 12 || Log posterior: -3685.164664450161 || Iter Time:0.013935089111328125 || Total time:29.64387559890747 Loading and distributing data: 0.000138 seconds (127 allocations: 13.102 KiB) Iteration: 1873 || Clusters count: 12 || Log posterior: -3786.962212749983 || Iter Time:0.009768009185791016 || Total time:29.65364360809326 Iteration: 1874 || Clusters count: 12 || Log posterior: -3729.5592667482438 || Iter Time:0.01395106315612793 || Total time:29.66759467124939 Loading and distributing data: 0.000141 seconds (127 allocations: 13.102 KiB) Iteration: 1875 || Clusters count: 12 || Log posterior: -3779.7721562723314 || Iter Time:0.009975910186767578 || Total time:29.677570581436157 Iteration: 1876 || Clusters count: 12 || Log posterior: -3734.8679536972877 || Iter Time:0.01364898681640625 || Total time:29.691219568252563 Loading and distributing data: 0.000136 seconds (127 allocations: 13.102 KiB) Iteration: 1877 || Clusters count: 12 || Log posterior: -3773.9831986811437 || Iter Time:0.010474920272827148 || Total time:29.70169448852539 Iteration: 1878 || Clusters count: 12 || Log posterior: -3733.8358776279024 || Iter Time:0.013958215713500977 || Total time:29.71565270423889 Loading and distributing data: 0.000149 seconds (127 allocations: 13.102 KiB) Iteration: 1879 || Clusters count: 12 || Log posterior: -3762.87548716508 || Iter Time:0.010194063186645508 || Total time:29.725846767425537 Iteration: 1880 || Clusters count: 12 || Log posterior: -3722.4264041279575 || Iter Time:0.013614177703857422 || Total time:29.739460945129395 Loading and distributing data: 0.000137 seconds (127 allocations: 13.102 KiB) Iteration: 1881 || Clusters count: 12 || Log posterior: -3809.1696891770703 || Iter Time:0.009942054748535156 || Total time:29.74940299987793 Iteration: 1882 || Clusters count: 12 || Log posterior: -3754.692029847406 || Iter Time:0.015198945999145508 || Total time:29.764601945877075 Loading and distributing data: 0.000143 seconds (127 allocations: 13.102 KiB) Iteration: 1883 || Clusters count: 13 || Log posterior: -3820.302434981152 || Iter Time:0.011717081069946289 || Total time:29.77631902694702 Iteration: 1884 || Clusters count: 13 || Log posterior: -3734.2319360022952 || Iter Time:0.015430927276611328 || Total time:29.791749954223633 Loading and distributing data: 0.000162 seconds (127 allocations: 13.102 KiB) Iteration: 1885 || Clusters count: 13 || Log posterior: -3793.288855274967 || Iter Time:0.035327911376953125 || Total time:29.827077865600586 Iteration: 1886 || Clusters count: 13 || Log posterior: -3735.0945547675633 || Iter Time:0.014434099197387695 || Total time:29.841511964797974 Loading and distributing data: 0.000138 seconds (127 allocations: 13.102 KiB) Iteration: 1887 || Clusters count: 12 || Log posterior: -3768.3360005711893 || Iter Time:0.010663986206054688 || Total time:29.85217595100403 Iteration: 1888 || Clusters count: 12 || Log posterior: -3729.828310575385 || Iter Time:0.014211177825927734 || Total time:29.866387128829956 Loading and distributing data: 0.000139 seconds (127 allocations: 13.102 KiB) Iteration: 1889 || Clusters count: 12 || Log posterior: -3777.677141969474 || Iter Time:0.010097980499267578 || Total time:29.876485109329224 Iteration: 1890 || Clusters count: 12 || Log posterior: -3720.6994569499416 || Iter Time:0.014991998672485352 || Total time:29.89147710800171 Loading and distributing data: 0.000157 seconds (127 allocations: 13.070 KiB) Iteration: 1891 || Clusters count: 12 || Log posterior: -3758.9245971592563 || Iter Time:0.010056018829345703 || Total time:29.901533126831055 Iteration: 1892 || Clusters count: 12 || Log posterior: -3723.9637221174644 || Iter Time:0.014152050018310547 || Total time:29.915685176849365 Loading and distributing data: 0.000135 seconds (127 allocations: 13.102 KiB) Iteration: 1893 || Clusters count: 13 || Log posterior: -3802.6861573081082 || Iter Time:0.011435985565185547 || Total time:29.92712116241455 Iteration: 1894 || Clusters count: 11 || Log posterior: -3750.7298024980832 || Iter Time:0.014400005340576172 || Total time:29.941521167755127 Loading and distributing data: 0.000133 seconds (127 allocations: 13.070 KiB) Iteration: 1895 || Clusters count: 11 || Log posterior: -3815.8026622183233 || Iter Time:0.009589910507202148 || Total time:29.95111107826233 Iteration: 1896 || Clusters count: 11 || Log posterior: -3778.164528389218 || Iter Time:0.01342916488647461 || Total time:29.964540243148804 Loading and distributing data: 0.000139 seconds (127 allocations: 13.070 KiB) Iteration: 1897 || Clusters count: 11 || Log posterior: -3736.1247849307942 || Iter Time:0.009740114212036133 || Total time:29.97428035736084 Iteration: 1898 || Clusters count: 11 || Log posterior: -3722.260263977315 || Iter Time:0.013036012649536133 || Total time:29.987316370010376 Loading and distributing data: 0.000141 seconds (127 allocations: 13.070 KiB) Iteration: 1899 || Clusters count: 11 || Log posterior: -3754.315301925579 || Iter Time:0.009876012802124023 || Total time:29.9971923828125 Iteration: 1900 || Clusters count: 11 || Log posterior: -3716.010714299075 || Iter Time:0.013262033462524414 || Total time:30.010454416275024 Loading and distributing data: 0.000140 seconds (127 allocations: 13.070 KiB) Iteration: 1901 || Clusters count: 12 || Log posterior: -3794.568004649731 || Iter Time:0.010219097137451172 || Total time:30.020673513412476 Iteration: 1902 || Clusters count: 12 || Log posterior: -3729.954539641074 || Iter Time:0.01402902603149414 || Total time:30.03470253944397 Loading and distributing data: 0.000147 seconds (127 allocations: 13.070 KiB) Iteration: 1903 || Clusters count: 12 || Log posterior: -3770.0057940032725 || Iter Time:0.010135173797607422 || Total time:30.044837713241577 Iteration: 1904 || Clusters count: 11 || Log posterior: -3729.0306904868266 || Iter Time:0.013753890991210938 || Total time:30.058591604232788 Loading and distributing data: 0.000129 seconds (127 allocations: 13.070 KiB) Iteration: 1905 || Clusters count: 12 || Log posterior: -3783.369367736165 || Iter Time:0.009969949722290039 || Total time:30.068561553955078 Iteration: 1906 || Clusters count: 11 || Log posterior: -3721.021717548234 || Iter Time:0.013432025909423828 || Total time:30.081993579864502 Loading and distributing data: 0.000136 seconds (127 allocations: 13.102 KiB) Iteration: 1907 || Clusters count: 11 || Log posterior: -3772.429065544198 || Iter Time:0.009405136108398438 || Total time:30.0913987159729 Iteration: 1908 || Clusters count: 11 || Log posterior: -3704.580547041723 || Iter Time:0.012892961502075195 || Total time:30.104291677474976 Loading and distributing data: 0.000150 seconds (127 allocations: 13.102 KiB) Iteration: 1909 || Clusters count: 11 || Log posterior: -3780.8225230747967 || Iter Time:0.009133100509643555 || Total time:30.11342477798462 Iteration: 1910 || Clusters count: 11 || Log posterior: -3723.3008025505874 || Iter Time:0.012831926345825195 || Total time:30.126256704330444 Loading and distributing data: 0.000146 seconds (127 allocations: 13.070 KiB) Iteration: 1911 || Clusters count: 11 || Log posterior: -3783.5236131486095 || Iter Time:0.00969696044921875 || Total time:30.135953664779663 Iteration: 1912 || Clusters count: 11 || Log posterior: -3744.9676544421495 || Iter Time:0.014095067977905273 || Total time:30.15004873275757 Loading and distributing data: 0.000128 seconds (127 allocations: 13.070 KiB) Iteration: 1913 || Clusters count: 12 || Log posterior: -3781.86993851734 || Iter Time:0.01088094711303711 || Total time:30.160929679870605 Iteration: 1914 || Clusters count: 12 || Log posterior: -3731.226444341595 || Iter Time:0.013924121856689453 || Total time:30.174853801727295 Loading and distributing data: 0.000139 seconds (127 allocations: 13.102 KiB) Iteration: 1915 || Clusters count: 13 || Log posterior: -3729.965739909 || Iter Time:0.011409997940063477 || Total time:30.18626379966736 Iteration: 1916 || Clusters count: 13 || Log posterior: -3682.795783242906 || Iter Time:0.015115022659301758 || Total time:30.20137882232666 Loading and distributing data: 0.000142 seconds (127 allocations: 13.070 KiB) Iteration: 1917 || Clusters count: 12 || Log posterior: -3724.620478627727 || Iter Time:0.010977029800415039 || Total time:30.212355852127075 Iteration: 1918 || Clusters count: 12 || Log posterior: -3674.458467855674 || Iter Time:0.01328897476196289 || Total time:30.225644826889038 Loading and distributing data: 0.000135 seconds (127 allocations: 13.102 KiB) Iteration: 1919 || Clusters count: 12 || Log posterior: -3718.3361966597868 || Iter Time:0.00966787338256836 || Total time:30.235312700271606 Iteration: 1920 || Clusters count: 12 || Log posterior: -3690.335812292387 || Iter Time:0.013435840606689453 || Total time:30.248748540878296 Loading and distributing data: 0.000157 seconds (127 allocations: 13.102 KiB) Iteration: 1921 || Clusters count: 12 || Log posterior: -3798.3373793472715 || Iter Time:0.009651899337768555 || Total time:30.258400440216064 Iteration: 1922 || Clusters count: 12 || Log posterior: -3740.023666129472 || Iter Time:0.014250993728637695 || Total time:30.272651433944702 Loading and distributing data: 0.000155 seconds (127 allocations: 13.102 KiB) Iteration: 1923 || Clusters count: 12 || Log posterior: -3832.524946644849 || Iter Time:0.011101007461547852 || Total time:30.28375244140625 Iteration: 1924 || Clusters count: 12 || Log posterior: -3780.8448841302343 || Iter Time:0.01456308364868164 || Total time:30.29831552505493 Loading and distributing data: 0.000136 seconds (127 allocations: 13.102 KiB) Iteration: 1925 || Clusters count: 12 || Log posterior: -3799.7344790874004 || Iter Time:0.01030588150024414 || Total time:30.308621406555176 Iteration: 1926 || Clusters count: 12 || Log posterior: -3741.4768432902147 || Iter Time:0.01454305648803711 || Total time:30.323164463043213 Loading and distributing data: 0.000141 seconds (127 allocations: 13.102 KiB) Iteration: 1927 || Clusters count: 13 || Log posterior: -3854.890652159234 || Iter Time:0.011363029479980469 || Total time:30.334527492523193 Iteration: 1928 || Clusters count: 12 || Log posterior: -3791.8528098228117 || Iter Time:0.01509404182434082 || Total time:30.349621534347534 Loading and distributing data: 0.000153 seconds (127 allocations: 13.102 KiB) Iteration: 1929 || Clusters count: 12 || Log posterior: -3816.516433349093 || Iter Time:0.010970830917358398 || Total time:30.360592365264893 Iteration: 1930 || Clusters count: 11 || Log posterior: -3762.269169298833 || Iter Time:0.03910708427429199 || Total time:30.399699449539185 Loading and distributing data: 0.000144 seconds (127 allocations: 13.102 KiB) Iteration: 1931 || Clusters count: 11 || Log posterior: -3762.2781857629034 || Iter Time:0.010232925415039062 || Total time:30.409932374954224 Iteration: 1932 || Clusters count: 11 || Log posterior: -3718.2500922249146 || Iter Time:0.013671159744262695 || Total time:30.423603534698486 Loading and distributing data: 0.000137 seconds (127 allocations: 13.102 KiB) Iteration: 1933 || Clusters count: 11 || Log posterior: -3736.6227591070797 || Iter Time:0.009617090225219727 || Total time:30.433220624923706 Iteration: 1934 || Clusters count: 11 || Log posterior: -3707.7957487468216 || Iter Time:0.012907981872558594 || Total time:30.446128606796265 Loading and distributing data: 0.000139 seconds (127 allocations: 13.102 KiB) Iteration: 1935 || Clusters count: 11 || Log posterior: -3696.622597037263 || Iter Time:0.009112834930419922 || Total time:30.455241441726685 Iteration: 1936 || Clusters count: 11 || Log posterior: -3675.1166331083878 || Iter Time:0.012926101684570312 || Total time:30.468167543411255 Loading and distributing data: 0.000133 seconds (127 allocations: 13.102 KiB) Iteration: 1937 || Clusters count: 12 || Log posterior: -3732.8307593287095 || Iter Time:0.010391950607299805 || Total time:30.478559494018555 Iteration: 1938 || Clusters count: 12 || Log posterior: -3681.251779490633 || Iter Time:0.014136075973510742 || Total time:30.492695569992065 Loading and distributing data: 0.000130 seconds (127 allocations: 13.070 KiB) Iteration: 1939 || Clusters count: 12 || Log posterior: -3792.6629153219733 || Iter Time:0.010363101959228516 || Total time:30.503058671951294 Iteration: 1940 || Clusters count: 12 || Log posterior: -3765.931703786297 || Iter Time:0.014739036560058594 || Total time:30.517797708511353 Loading and distributing data: 0.000153 seconds (127 allocations: 13.102 KiB) Iteration: 1941 || Clusters count: 12 || Log posterior: -3805.1855573079774 || Iter Time:0.01059103012084961 || Total time:30.528388738632202 Iteration: 1942 || Clusters count: 12 || Log posterior: -3775.097550309761 || Iter Time:0.014735937118530273 || Total time:30.543124675750732 Loading and distributing data: 0.000135 seconds (127 allocations: 13.102 KiB) Iteration: 1943 || Clusters count: 12 || Log posterior: -3779.1797749675575 || Iter Time:0.010463953018188477 || Total time:30.55358862876892 Iteration: 1944 || Clusters count: 12 || Log posterior: -3735.664949130439 || Iter Time:0.014578819274902344 || Total time:30.568167448043823 Loading and distributing data: 0.000131 seconds (127 allocations: 13.070 KiB) Iteration: 1945 || Clusters count: 12 || Log posterior: -3710.6969633263097 || Iter Time:0.010107994079589844 || Total time:30.578275442123413 Iteration: 1946 || Clusters count: 12 || Log posterior: -3694.457530696959 || Iter Time:0.013908863067626953 || Total time:30.59218430519104 Loading and distributing data: 0.000135 seconds (127 allocations: 13.102 KiB) Iteration: 1947 || Clusters count: 12 || Log posterior: -3746.8538514508327 || Iter Time:0.011787891387939453 || Total time:30.60397219657898 Iteration: 1948 || Clusters count: 12 || Log posterior: -3721.949563856481 || Iter Time:0.014101982116699219 || Total time:30.61807417869568 Loading and distributing data: 0.000129 seconds (127 allocations: 13.102 KiB) Iteration: 1949 || Clusters count: 12 || Log posterior: -3816.014721774175 || Iter Time:0.010386943817138672 || Total time:30.628461122512817 Iteration: 1950 || Clusters count: 12 || Log posterior: -3772.0276125873384 || Iter Time:0.013823986053466797 || Total time:30.642285108566284 Loading and distributing data: 0.000134 seconds (127 allocations: 13.070 KiB) Iteration: 1951 || Clusters count: 12 || Log posterior: -3785.170496016166 || Iter Time:0.009981870651245117 || Total time:30.65226697921753 Iteration: 1952 || Clusters count: 12 || Log posterior: -3754.502908118467 || Iter Time:0.014078140258789062 || Total time:30.66634511947632 Loading and distributing data: 0.000134 seconds (127 allocations: 13.102 KiB) Iteration: 1953 || Clusters count: 12 || Log posterior: -3805.021544690515 || Iter Time:0.010130167007446289 || Total time:30.676475286483765 Iteration: 1954 || Clusters count: 12 || Log posterior: -3777.152482672547 || Iter Time:0.014598846435546875 || Total time:30.69107413291931 Loading and distributing data: 0.000130 seconds (127 allocations: 13.102 KiB) Iteration: 1955 || Clusters count: 12 || Log posterior: -3811.9682551260603 || Iter Time:0.010206937789916992 || Total time:30.70128107070923 Iteration: 1956 || Clusters count: 12 || Log posterior: -3761.079281811809 || Iter Time:0.013643980026245117 || Total time:30.714925050735474 Loading and distributing data: 0.000126 seconds (127 allocations: 13.070 KiB) Iteration: 1957 || Clusters count: 12 || Log posterior: -3774.4218988731586 || Iter Time:0.010522127151489258 || Total time:30.725447177886963 Iteration: 1958 || Clusters count: 12 || Log posterior: -3745.2607976774293 || Iter Time:0.014017105102539062 || Total time:30.739464282989502 Loading and distributing data: 0.000135 seconds (127 allocations: 13.102 KiB) Iteration: 1959 || Clusters count: 12 || Log posterior: -3825.0249872713784 || Iter Time:0.009975910186767578 || Total time:30.74944019317627 Iteration: 1960 || Clusters count: 12 || Log posterior: -3763.287550202636 || Iter Time:0.013993024826049805 || Total time:30.76343321800232 Loading and distributing data: 0.000131 seconds (127 allocations: 13.102 KiB) Iteration: 1961 || Clusters count: 13 || Log posterior: -3875.6411262462207 || Iter Time:0.011487007141113281 || Total time:30.774920225143433 Iteration: 1962 || Clusters count: 13 || Log posterior: -3800.3307917613706 || Iter Time:0.015649080276489258 || Total time:30.790569305419922 Loading and distributing data: 0.000133 seconds (127 allocations: 13.102 KiB) Iteration: 1963 || Clusters count: 12 || Log posterior: -3820.899636692442 || Iter Time:0.010113000869750977 || Total time:30.800682306289673 Iteration: 1964 || Clusters count: 12 || Log posterior: -3782.1192272338435 || Iter Time:0.013897895812988281 || Total time:30.81458020210266 Loading and distributing data: 0.000132 seconds (127 allocations: 13.102 KiB) Iteration: 1965 || Clusters count: 12 || Log posterior: -3744.6788047754517 || Iter Time:0.01017618179321289 || Total time:30.824756383895874 Iteration: 1966 || Clusters count: 12 || Log posterior: -3709.124358313415 || Iter Time:0.013777971267700195 || Total time:30.838534355163574 Loading and distributing data: 0.000140 seconds (127 allocations: 13.102 KiB) Iteration: 1967 || Clusters count: 12 || Log posterior: -3742.029081041165 || Iter Time:0.009975910186767578 || Total time:30.848510265350342 Iteration: 1968 || Clusters count: 12 || Log posterior: -3703.663928405565 || Iter Time:0.013908863067626953 || Total time:30.86241912841797 Loading and distributing data: 0.000127 seconds (127 allocations: 13.102 KiB) Iteration: 1969 || Clusters count: 12 || Log posterior: -3757.3087103862895 || Iter Time:0.009636878967285156 || Total time:30.872056007385254 Iteration: 1970 || Clusters count: 12 || Log posterior: -3713.052583403646 || Iter Time:0.01344919204711914 || Total time:30.885505199432373 Loading and distributing data: 0.000136 seconds (127 allocations: 13.102 KiB) Iteration: 1971 || Clusters count: 12 || Log posterior: -3754.9372104779263 || Iter Time:0.010901927947998047 || Total time:30.89640712738037 Iteration: 1972 || Clusters count: 12 || Log posterior: -3724.2945264098225 || Iter Time:0.013899087905883789 || Total time:30.910306215286255 Loading and distributing data: 0.000164 seconds (127 allocations: 13.102 KiB) Iteration: 1973 || Clusters count: 12 || Log posterior: -3764.7330207831787 || Iter Time:0.010158777236938477 || Total time:30.920464992523193 Iteration: 1974 || Clusters count: 12 || Log posterior: -3735.3892912478536 || Iter Time:0.03909802436828613 || Total time:30.95956301689148 Loading and distributing data: 0.000131 seconds (127 allocations: 13.102 KiB) Iteration: 1975 || Clusters count: 12 || Log posterior: -3763.9505606534967 || Iter Time:0.010701894760131836 || Total time:30.97026491165161 Iteration: 1976 || Clusters count: 12 || Log posterior: -3722.364812387876 || Iter Time:0.014024972915649414 || Total time:30.98428988456726 Loading and distributing data: 0.000133 seconds (127 allocations: 13.102 KiB) Iteration: 1977 || Clusters count: 12 || Log posterior: -3785.13300005386 || Iter Time:0.01036691665649414 || Total time:30.994656801223755 Iteration: 1978 || Clusters count: 12 || Log posterior: -3771.1745554236722 || Iter Time:0.014864921569824219 || Total time:31.00952172279358 Loading and distributing data: 0.000148 seconds (127 allocations: 13.102 KiB) Iteration: 1979 || Clusters count: 12 || Log posterior: -3833.378229208794 || Iter Time:0.011194944381713867 || Total time:31.020716667175293 Iteration: 1980 || Clusters count: 12 || Log posterior: -3778.2843353219473 || Iter Time:0.014619112014770508 || Total time:31.035335779190063 Loading and distributing data: 0.000156 seconds (127 allocations: 13.070 KiB) Iteration: 1981 || Clusters count: 12 || Log posterior: -3786.168455607573 || Iter Time:0.010133981704711914 || Total time:31.045469760894775 Iteration: 1982 || Clusters count: 12 || Log posterior: -3753.639478606165 || Iter Time:0.015169858932495117 || Total time:31.06063961982727 Loading and distributing data: 0.000143 seconds (127 allocations: 13.102 KiB) Iteration: 1983 || Clusters count: 12 || Log posterior: -3759.6437594731588 || Iter Time:0.01137399673461914 || Total time:31.07201361656189 Iteration: 1984 || Clusters count: 12 || Log posterior: -3726.8097405800686 || Iter Time:0.014713048934936523 || Total time:31.086726665496826 Loading and distributing data: 0.000141 seconds (127 allocations: 13.070 KiB) Iteration: 1985 || Clusters count: 13 || Log posterior: -3757.389290282216 || Iter Time:0.011084794998168945 || Total time:31.097811460494995 Iteration: 1986 || Clusters count: 12 || Log posterior: -3710.2503511351338 || Iter Time:0.014372825622558594 || Total time:31.112184286117554 Loading and distributing data: 0.000140 seconds (127 allocations: 13.070 KiB) Iteration: 1987 || Clusters count: 12 || Log posterior: -3792.5616630877644 || Iter Time:0.009776830673217773 || Total time:31.12196111679077 Iteration: 1988 || Clusters count: 12 || Log posterior: -3736.9916672808104 || Iter Time:0.014323949813842773 || Total time:31.136285066604614 Loading and distributing data: 0.000139 seconds (127 allocations: 13.070 KiB) Iteration: 1989 || Clusters count: 12 || Log posterior: -3774.9272837046647 || Iter Time:0.010241985321044922 || Total time:31.14652705192566 Iteration: 1990 || Clusters count: 12 || Log posterior: -3727.607726158173 || Iter Time:0.014386177062988281 || Total time:31.160913228988647 Loading and distributing data: 0.000146 seconds (127 allocations: 13.070 KiB) Iteration: 1991 || Clusters count: 12 || Log posterior: -3720.1175575780376 || Iter Time:0.010315179824829102 || Total time:31.171228408813477 Iteration: 1992 || Clusters count: 12 || Log posterior: -3688.898486887335 || Iter Time:0.014730215072631836 || Total time:31.18595862388611 Loading and distributing data: 0.000136 seconds (127 allocations: 13.102 KiB) Iteration: 1993 || Clusters count: 12 || Log posterior: -3759.9078665851757 || Iter Time:0.010347843170166016 || Total time:31.196306467056274 Iteration: 1994 || Clusters count: 12 || Log posterior: -3738.061815912451 || Iter Time:0.013730049133300781 || Total time:31.210036516189575 Loading and distributing data: 0.000142 seconds (127 allocations: 13.070 KiB) Iteration: 1995 || Clusters count: 13 || Log posterior: -3767.5438443614303 || Iter Time:0.011733055114746094 || Total time:31.22176957130432 Iteration: 1996 || Clusters count: 13 || Log posterior: -3716.4717012405554 || Iter Time:0.014544010162353516 || Total time:31.236313581466675 Loading and distributing data: 0.000127 seconds (127 allocations: 13.102 KiB) Iteration: 1997 || Clusters count: 13 || Log posterior: -3766.5056220031506 || Iter Time:0.010191917419433594 || Total time:31.24650549888611 Iteration: 1998 || Clusters count: 13 || Log posterior: -3715.079667510451 || Iter Time:0.014280080795288086 || Total time:31.260785579681396 Loading and distributing data: 0.000135 seconds (127 allocations: 13.102 KiB) Iteration: 1999 || Clusters count: 13 || Log posterior: -3708.543494561406 || Iter Time:0.010258197784423828 || Total time:31.27104377746582 Iteration: 2000 || Clusters count: 12 || Log posterior: -3682.509244994898 || Iter Time:0.014867067337036133 || Total time:31.285910844802856 Loading and distributing data: 0.000131 seconds (127 allocations: 13.070 KiB) Iteration: 2001 || Clusters count: 12 || Log posterior: -3729.0403794857566 || Iter Time:0.01022791862487793 || Total time:31.296138763427734 Iteration: 2002 || Clusters count: 12 || Log posterior: -3706.4193785328066 || Iter Time:0.014509916305541992 || Total time:31.310648679733276 Loading and distributing data: 0.000144 seconds (127 allocations: 13.102 KiB) Iteration: 2003 || Clusters count: 12 || Log posterior: -3789.633433585869 || Iter Time:0.009875774383544922 || Total time:31.32052445411682 Iteration: 2004 || Clusters count: 12 || Log posterior: -3747.1158639801547 || Iter Time:0.013838052749633789 || Total time:31.334362506866455 Loading and distributing data: 0.000133 seconds (127 allocations: 13.102 KiB) Iteration: 2005 || Clusters count: 13 || Log posterior: -3775.8712984481595 || Iter Time:0.01185297966003418 || Total time:31.34621548652649 Iteration: 2006 || Clusters count: 12 || Log posterior: -3751.8523657117316 || Iter Time:0.014918088912963867 || Total time:31.361133575439453 Loading and distributing data: 0.000132 seconds (127 allocations: 13.102 KiB) Iteration: 2007 || Clusters count: 12 || Log posterior: -3834.099706540745 || Iter Time:0.010128021240234375 || Total time:31.371261596679688 Iteration: 2008 || Clusters count: 12 || Log posterior: -3779.875082182786 || Iter Time:0.01417994499206543 || Total time:31.385441541671753 Loading and distributing data: 0.000143 seconds (127 allocations: 13.102 KiB) Iteration: 2009 || Clusters count: 12 || Log posterior: -3798.067898248252 || Iter Time:0.010998964309692383 || Total time:31.396440505981445 Iteration: 2010 || Clusters count: 12 || Log posterior: -3754.7912846038644 || Iter Time:0.015267133712768555 || Total time:31.411707639694214 Loading and distributing data: 0.000151 seconds (127 allocations: 13.102 KiB) Iteration: 2011 || Clusters count: 12 || Log posterior: -3757.980895363808 || Iter Time:0.011499881744384766 || Total time:31.4232075214386 Iteration: 2012 || Clusters count: 12 || Log posterior: -3716.7580769710703 || Iter Time:0.014323949813842773 || Total time:31.43753147125244 Loading and distributing data: 0.000138 seconds (127 allocations: 13.102 KiB) Iteration: 2013 || Clusters count: 12 || Log posterior: -3757.8950329849595 || Iter Time:0.01026296615600586 || Total time:31.447794437408447 Iteration: 2014 || Clusters count: 12 || Log posterior: -3730.9932584513417 || Iter Time:0.01406097412109375 || Total time:31.46185541152954 Loading and distributing data: 0.000133 seconds (127 allocations: 13.102 KiB) Iteration: 2015 || Clusters count: 13 || Log posterior: -3779.101260732528 || Iter Time:0.012103796005249023 || Total time:31.47395920753479 Iteration: 2016 || Clusters count: 12 || Log posterior: -3728.6513998709524 || Iter Time:0.015181779861450195 || Total time:31.48914098739624 Loading and distributing data: 0.000138 seconds (127 allocations: 13.102 KiB) Iteration: 2017 || Clusters count: 12 || Log posterior: -3812.6175187410654 || Iter Time:0.009680986404418945 || Total time:31.49882197380066 Iteration: 2018 || Clusters count: 12 || Log posterior: -3765.774728899235 || Iter Time:0.037329912185668945 || Total time:31.536151885986328 Loading and distributing data: 0.000128 seconds (127 allocations: 13.102 KiB) Iteration: 2019 || Clusters count: 12 || Log posterior: -3815.611022603892 || Iter Time:0.009998083114624023 || Total time:31.546149969100952 Iteration: 2020 || Clusters count: 12 || Log posterior: -3782.060066704349 || Iter Time:0.013820171356201172 || Total time:31.559970140457153 Loading and distributing data: 0.000141 seconds (127 allocations: 13.102 KiB) Iteration: 2021 || Clusters count: 12 || Log posterior: -3857.529981408279 || Iter Time:0.009011983871459961 || Total time:31.568982124328613 Iteration: 2022 || Clusters count: 12 || Log posterior: -3807.8168871078647 || Iter Time:0.013467073440551758 || Total time:31.582449197769165 Loading and distributing data: 0.000156 seconds (127 allocations: 13.102 KiB) Iteration: 2023 || Clusters count: 12 || Log posterior: -3805.6480224539887 || Iter Time:0.009605884552001953 || Total time:31.592055082321167 Iteration: 2024 || Clusters count: 12 || Log posterior: -3766.517700404827 || Iter Time:0.013568878173828125 || Total time:31.605623960494995 Loading and distributing data: 0.000131 seconds (127 allocations: 13.102 KiB) Iteration: 2025 || Clusters count: 12 || Log posterior: -3810.848961985532 || Iter Time:0.01127314567565918 || Total time:31.616897106170654 Iteration: 2026 || Clusters count: 12 || Log posterior: -3784.778233555997 || Iter Time:0.014736175537109375 || Total time:31.631633281707764 Loading and distributing data: 0.000128 seconds (127 allocations: 13.070 KiB) Iteration: 2027 || Clusters count: 12 || Log posterior: -3845.192116936215 || Iter Time:0.010478019714355469 || Total time:31.64211130142212 Iteration: 2028 || Clusters count: 12 || Log posterior: -3773.8964154968057 || Iter Time:0.014505863189697266 || Total time:31.656617164611816 Avg NMI: 0.8395242094644872 Full NMI: 0.8311462436615896 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m17.1s Testing DPMMSubClustersStreaming tests passed Testing completed after 189.85s PkgEval succeeded after 368.66s