Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.1234 (bbaa34b41d*) started at 2025-10-01T19:16:31.992 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.68s ################################################################################ # 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 v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [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 6.23s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 119.06s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_FVVolE/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_FVVolE/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [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: 3.217514 seconds (829.60 k allocations: 51.489 MiB, 10.25% gc time, 99.92% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233136.13173629093 || Iter Time:17.185172080993652 || Total time:17.185172080993652 Iteration: 1 || Clusters count: 1 || Log posterior: -233136.13173629093 || Iter Time:0.005794048309326172 || Total time:17.19096612930298 Iteration: 2 || Clusters count: 1 || Log posterior: -233136.13173629093 || Iter Time:0.005316019058227539 || Total time:17.196282148361206 Iteration: 3 || Clusters count: 1 || Log posterior: -233136.13173629093 || Iter Time:0.0054738521575927734 || Total time:17.2017560005188 Iteration: 4 || Clusters count: 1 || Log posterior: -233136.13173629093 || Iter Time:0.005500078201293945 || Total time:17.207256078720093 Iteration: 5 || Clusters count: 1 || Log posterior: -233136.13173629093 || Iter Time:0.016044139862060547 || Total time:17.223300218582153 Iteration: 6 || Clusters count: 1 || Log posterior: -233136.13173629093 || Iter Time:0.005462169647216797 || Total time:17.22876238822937 Iteration: 7 || Clusters count: 1 || Log posterior: -233136.13173629093 || Iter Time:0.005797863006591797 || Total time:17.234560251235962 Iteration: 8 || Clusters count: 1 || Log posterior: -233136.13173629093 || Iter Time:0.005594015121459961 || Total time:17.240154266357422 Iteration: 9 || Clusters count: 1 || Log posterior: -233136.13173629093 || Iter Time:0.0054988861083984375 || Total time:17.24565315246582 Iteration: 10 || Clusters count: 1 || Log posterior: -233136.13173629093 || Iter Time:0.005616903305053711 || Total time:17.251270055770874 Iteration: 11 || Clusters count: 1 || Log posterior: -233136.13173629093 || Iter Time:0.005558967590332031 || Total time:17.256829023361206 Iteration: 12 || Clusters count: 1 || Log posterior: -233136.13173629093 || Iter Time:0.0055599212646484375 || Total time:17.262388944625854 Iteration: 13 || Clusters count: 2 || Log posterior: -232845.19477672657 || Iter Time:3.9772279262542725 || Total time:21.239616870880127 Iteration: 14 || Clusters count: 2 || Log posterior: -232837.6996936724 || Iter Time:0.005572080612182617 || Total time:21.24518895149231 Iteration: 15 || Clusters count: 2 || Log posterior: -232859.03740371502 || Iter Time:0.0055658817291259766 || Total time:21.250754833221436 Iteration: 16 || Clusters count: 2 || Log posterior: -232835.060952692 || Iter Time:0.005434989929199219 || Total time:21.256189823150635 Iteration: 17 || Clusters count: 2 || Log posterior: -232827.75832290144 || Iter Time:0.005782127380371094 || Total time:21.261971950531006 Iteration: 18 || Clusters count: 2 || Log posterior: -232797.62980408827 || Iter Time:0.005897998809814453 || Total time:21.26786994934082 Iteration: 19 || Clusters count: 2 || Log posterior: -232805.75337860984 || Iter Time:0.006040811538696289 || Total time:21.273910760879517 Iteration: 20 || Clusters count: 2 || Log posterior: -232720.2249389019 || Iter Time:3.3287878036499023 || Total time:24.60269856452942 Loading and distributing data: 0.000686 seconds (128 allocations: 395.930 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232842.3650937852 || Iter Time:0.03020000457763672 || Total time:24.632898569107056 Iteration: 22 || Clusters count: 2 || Log posterior: -232802.32190010446 || Iter Time:0.006217002868652344 || Total time:24.639115571975708 Iteration: 23 || Clusters count: 2 || Log posterior: -232790.5176830285 || Iter Time:0.005992889404296875 || Total time:24.645108461380005 Iteration: 24 || Clusters count: 2 || Log posterior: -232784.80030275762 || Iter Time:0.005705833435058594 || Total time:24.650814294815063 Iteration: 25 || Clusters count: 2 || Log posterior: -232776.39603219382 || Iter Time:0.005500078201293945 || Total time:24.656314373016357 Iteration: 26 || Clusters count: 2 || Log posterior: -232779.18128109872 || Iter Time:0.005633831024169922 || Total time:24.661948204040527 Iteration: 27 || Clusters count: 2 || Log posterior: -232781.68893393374 || Iter Time:0.00566411018371582 || Total time:24.667612314224243 Iteration: 28 || Clusters count: 3 || Log posterior: -232422.64626870485 || Iter Time:0.007145881652832031 || Total time:24.674758195877075 Iteration: 29 || Clusters count: 4 || Log posterior: -231887.9605917404 || Iter Time:0.007838964462280273 || Total time:24.682597160339355 Iteration: 30 || Clusters count: 4 || Log posterior: -231829.96503151965 || Iter Time:0.0064220428466796875 || Total time:24.689019203186035 Iteration: 31 || Clusters count: 4 || Log posterior: -231778.6654779428 || Iter Time:0.0062520503997802734 || Total time:24.695271253585815 Iteration: 32 || Clusters count: 4 || Log posterior: -231750.58419711282 || Iter Time:0.006285905838012695 || Total time:24.701557159423828 Iteration: 33 || Clusters count: 4 || Log posterior: -231756.0422248358 || Iter Time:0.00621795654296875 || Total time:24.707775115966797 Iteration: 34 || Clusters count: 4 || Log posterior: -231760.4753704452 || Iter Time:0.0064640045166015625 || Total time:24.7142391204834 Iteration: 35 || Clusters count: 4 || Log posterior: -231741.85487689843 || Iter Time:0.006178140640258789 || Total time:24.720417261123657 Iteration: 36 || Clusters count: 4 || Log posterior: -231718.05313261074 || Iter Time:0.0063800811767578125 || Total time:24.726797342300415 Iteration: 37 || Clusters count: 4 || Log posterior: -231709.64107616205 || Iter Time:0.006446123123168945 || Total time:24.733243465423584 Iteration: 38 || Clusters count: 4 || Log posterior: -231710.25908544916 || Iter Time:0.006571054458618164 || Total time:24.739814519882202 Iteration: 39 || Clusters count: 4 || Log posterior: -231714.28508227447 || Iter Time:0.006761074066162109 || Total time:24.746575593948364 Iteration: 40 || Clusters count: 4 || Log posterior: -231749.01750097983 || Iter Time:0.006805896759033203 || Total time:24.753381490707397 Iteration: 41 || Clusters count: 4 || Log posterior: -231665.96378577352 || Iter Time:0.006722927093505859 || Total time:24.760104417800903 Loading and distributing data: 0.000834 seconds (128 allocations: 395.930 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261992.16698336237 || Iter Time:0.007798910140991211 || Total time:24.767903327941895 Iteration: 43 || Clusters count: 4 || Log posterior: -261932.200374175 || Iter Time:0.006619930267333984 || Total time:24.77452325820923 Iteration: 44 || Clusters count: 5 || Log posterior: -261763.37091175493 || Iter Time:0.0072040557861328125 || Total time:24.78172731399536 Iteration: 45 || Clusters count: 5 || Log posterior: -261477.40048522787 || Iter Time:0.06844115257263184 || Total time:24.850168466567993 Iteration: 46 || Clusters count: 6 || Log posterior: -261085.2670969986 || Iter Time:0.008475065231323242 || Total time:24.858643531799316 Iteration: 47 || Clusters count: 6 || Log posterior: -260992.34984794745 || Iter Time:0.007576942443847656 || Total time:24.866220474243164 Iteration: 48 || Clusters count: 6 || Log posterior: -260975.62911609726 || Iter Time:0.007528066635131836 || Total time:24.873748540878296 Iteration: 49 || Clusters count: 6 || Log posterior: -260934.55879660975 || Iter Time:0.00718998908996582 || Total time:24.88093852996826 Iteration: 50 || Clusters count: 6 || Log posterior: -260926.598558934 || Iter Time:0.007520198822021484 || Total time:24.888458728790283 Iteration: 51 || Clusters count: 6 || Log posterior: -260924.79781142817 || Iter Time:0.007710933685302734 || Total time:24.896169662475586 Iteration: 52 || Clusters count: 6 || Log posterior: -260916.36869550773 || Iter Time:0.007297992706298828 || Total time:24.903467655181885 Iteration: 53 || Clusters count: 6 || Log posterior: -260911.97498958826 || Iter Time:0.007573843002319336 || Total time:24.911041498184204 Iteration: 54 || Clusters count: 6 || Log posterior: -260912.96503769013 || Iter Time:0.007420063018798828 || Total time:24.918461561203003 Iteration: 55 || Clusters count: 6 || Log posterior: -260915.76456950392 || Iter Time:0.007441043853759766 || Total time:24.925902605056763 Iteration: 56 || Clusters count: 6 || Log posterior: -260924.10794638898 || Iter Time:0.007651805877685547 || Total time:24.93355441093445 Iteration: 57 || Clusters count: 6 || Log posterior: -260910.4660883403 || Iter Time:0.007277011871337891 || Total time:24.940831422805786 Iteration: 58 || Clusters count: 6 || Log posterior: -260923.50937416725 || Iter Time:0.0075299739837646484 || Total time:24.94836139678955 Iteration: 59 || Clusters count: 6 || Log posterior: -260917.5577931402 || Iter Time:0.007627964019775391 || Total time:24.955989360809326 Iteration: 60 || Clusters count: 7 || Log posterior: -260465.203262141 || Iter Time:0.008917093276977539 || Total time:24.964906454086304 Iteration: 61 || Clusters count: 8 || Log posterior: -260164.13434122037 || Iter Time:0.8257300853729248 || Total time:25.79063653945923 Iteration: 62 || Clusters count: 8 || Log posterior: -260086.95758099394 || Iter Time:0.00860595703125 || Total time:25.79924249649048 Loading and distributing data: 0.000543 seconds (128 allocations: 395.930 KiB) Iteration: 63 || Clusters count: 9 || Log posterior: -259510.7349625165 || Iter Time:0.009716987609863281 || Total time:25.808959484100342 Iteration: 64 || Clusters count: 9 || Log posterior: -259360.71768553957 || Iter Time:0.031703948974609375 || Total time:25.84066343307495 Iteration: 65 || Clusters count: 9 || Log posterior: -259333.36506837027 || Iter Time:0.00960397720336914 || Total time:25.85026741027832 Iteration: 66 || Clusters count: 9 || Log posterior: -259325.30207654642 || Iter Time:0.009318113327026367 || Total time:25.859585523605347 Iteration: 67 || Clusters count: 9 || Log posterior: -259329.1128516464 || Iter Time:0.009144067764282227 || Total time:25.86872959136963 Iteration: 68 || Clusters count: 9 || Log posterior: -259361.51877736984 || Iter Time:0.008975982666015625 || Total time:25.877705574035645 Iteration: 69 || Clusters count: 9 || Log posterior: -259348.57732296435 || Iter Time:0.009071111679077148 || Total time:25.88677668571472 Iteration: 70 || Clusters count: 9 || Log posterior: -259328.63620087423 || Iter Time:0.009038209915161133 || Total time:25.895814895629883 Iteration: 71 || Clusters count: 9 || Log posterior: -259345.8403904902 || Iter Time:0.009037971496582031 || Total time:25.904852867126465 Iteration: 72 || Clusters count: 9 || Log posterior: -259346.65056941845 || Iter Time:0.00923299789428711 || Total time:25.914085865020752 Iteration: 73 || Clusters count: 9 || Log posterior: -259356.14158481034 || Iter Time:0.008874177932739258 || Total time:25.92296004295349 Iteration: 74 || Clusters count: 9 || Log posterior: -259329.32794089557 || Iter Time:0.009011983871459961 || Total time:25.93197202682495 Iteration: 75 || Clusters count: 10 || Log posterior: -259257.02850196583 || Iter Time:0.010230064392089844 || Total time:25.94220209121704 Iteration: 76 || Clusters count: 12 || Log posterior: -258945.6635820909 || Iter Time:0.01213693618774414 || Total time:25.954339027404785 Iteration: 77 || Clusters count: 12 || Log posterior: -258810.84060597038 || Iter Time:0.022454023361206055 || Total time:25.97679305076599 Iteration: 78 || Clusters count: 12 || Log posterior: -258780.6965808206 || Iter Time:0.025626182556152344 || Total time:26.002419233322144 Iteration: 79 || Clusters count: 12 || Log posterior: -258790.77092156417 || Iter Time:0.010862112045288086 || Total time:26.01328134536743 Iteration: 80 || Clusters count: 12 || Log posterior: -258776.27134136469 || Iter Time:0.01073908805847168 || Total time:26.024020433425903 Iteration: 81 || Clusters count: 12 || Log posterior: -258775.72087461874 || Iter Time:0.010808944702148438 || Total time:26.03482937812805 Iteration: 82 || Clusters count: 12 || Log posterior: -258785.7247416814 || Iter Time:0.010885953903198242 || Total time:26.04571533203125 Iteration: 83 || Clusters count: 12 || Log posterior: -258734.239801584 || Iter Time:0.010053873062133789 || Total time:26.055769205093384 Loading and distributing data: 0.000603 seconds (128 allocations: 395.930 KiB) Iteration: 84 || Clusters count: 12 || Log posterior: -258801.50672715795 || Iter Time:0.012430906295776367 || Total time:26.06820011138916 Iteration: 85 || Clusters count: 12 || Log posterior: -258692.30271297495 || Iter Time:0.011363983154296875 || Total time:26.079564094543457 Iteration: 86 || Clusters count: 12 || Log posterior: -258692.17307221293 || Iter Time:0.011034965515136719 || Total time:26.090599060058594 Iteration: 87 || Clusters count: 12 || Log posterior: -258707.90712826807 || Iter Time:0.011676788330078125 || Total time:26.102275848388672 Iteration: 88 || Clusters count: 12 || Log posterior: -258689.5652168426 || Iter Time:0.016294002532958984 || Total time:26.11856985092163 Iteration: 89 || Clusters count: 12 || Log posterior: -258689.33276231337 || Iter Time:0.010797977447509766 || Total time:26.12936782836914 Iteration: 90 || Clusters count: 12 || Log posterior: -258689.17874740247 || Iter Time:0.01096796989440918 || Total time:26.14033579826355 Iteration: 91 || Clusters count: 14 || Log posterior: -258230.87105040892 || Iter Time:0.013931035995483398 || Total time:26.154266834259033 Iteration: 92 || Clusters count: 14 || Log posterior: -258164.0451969868 || Iter Time:0.012429952621459961 || Total time:26.166696786880493 Iteration: 93 || Clusters count: 14 || Log posterior: -258125.1653385395 || Iter Time:0.012679100036621094 || Total time:26.179375886917114 Iteration: 94 || Clusters count: 14 || Log posterior: -258131.50543546592 || Iter Time:0.012646198272705078 || Total time:26.19202208518982 Iteration: 95 || Clusters count: 14 || Log posterior: -258082.78267107948 || Iter Time:0.01700901985168457 || Total time:26.209031105041504 Iteration: 96 || Clusters count: 15 || Log posterior: -257765.9124529082 || Iter Time:0.013427972793579102 || Total time:26.222459077835083 Iteration: 97 || Clusters count: 15 || Log posterior: -257672.61791043798 || Iter Time:0.013183116912841797 || Total time:26.235642194747925 Iteration: 98 || Clusters count: 15 || Log posterior: -257674.6865853831 || Iter Time:0.012727975845336914 || Total time:26.24837017059326 Iteration: 99 || Clusters count: 15 || Log posterior: -257667.78387129743 || Iter Time:0.013909101486206055 || Total time:26.262279272079468 Iteration: 100 || Clusters count: 15 || Log posterior: -257655.17255100544 || Iter Time:0.018218040466308594 || Total time:26.280497312545776 Iteration: 101 || Clusters count: 15 || Log posterior: -257666.85021389584 || Iter Time:0.01483607292175293 || Total time:26.29533338546753 Iteration: 102 || Clusters count: 15 || Log posterior: -257660.06769300523 || Iter Time:0.01414799690246582 || Total time:26.309481382369995 Iteration: 103 || Clusters count: 15 || Log posterior: -257661.72462103202 || Iter Time:0.014377117156982422 || Total time:26.323858499526978 Iteration: 104 || Clusters count: 15 || Log posterior: -257634.23744732555 || Iter Time:0.012686967849731445 || Total time:26.33654546737671 Loading and distributing data: 0.000661 seconds (128 allocations: 395.930 KiB) Iteration: 105 || Clusters count: 15 || Log posterior: -257143.67162251682 || Iter Time:0.01809096336364746 || Total time:26.354636430740356 Iteration: 106 || Clusters count: 17 || Log posterior: -256527.68735038824 || Iter Time:0.0162808895111084 || Total time:26.370917320251465 Iteration: 107 || Clusters count: 17 || Log posterior: -256386.04593572443 || Iter Time:0.01522684097290039 || Total time:26.386144161224365 Iteration: 108 || Clusters count: 17 || Log posterior: -256395.10552094356 || Iter Time:0.01855921745300293 || Total time:26.404703378677368 Iteration: 109 || Clusters count: 17 || Log posterior: -256408.941532466 || Iter Time:0.015217781066894531 || Total time:26.419921159744263 Iteration: 110 || Clusters count: 17 || Log posterior: -256400.91060416237 || Iter Time:0.01453399658203125 || Total time:26.434455156326294 Iteration: 111 || Clusters count: 18 || Log posterior: -256095.97181303758 || Iter Time:0.0171048641204834 || Total time:26.451560020446777 Iteration: 112 || Clusters count: 18 || Log posterior: -256066.78843826815 || Iter Time:0.02108001708984375 || Total time:26.47264003753662 Iteration: 113 || Clusters count: 18 || Log posterior: -256062.977473164 || Iter Time:0.0161740779876709 || Total time:26.488814115524292 Iteration: 114 || Clusters count: 18 || Log posterior: -256060.79862537063 || Iter Time:0.01676487922668457 || Total time:26.505578994750977 Iteration: 115 || Clusters count: 18 || Log posterior: -256060.48439556864 || Iter Time:0.015736103057861328 || Total time:26.521315097808838 Iteration: 116 || Clusters count: 18 || Log posterior: -256060.90774325232 || Iter Time:0.02112102508544922 || Total 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time:26.68199586868286 Iteration: 124 || Clusters count: 18 || Log posterior: -256067.02931509406 || Iter Time:0.020824909210205078 || Total time:26.702820777893066 Iteration: 125 || Clusters count: 18 || Log posterior: -256054.24721822664 || Iter Time:0.018916845321655273 || Total time:26.72173762321472 Loading and distributing data: 0.000559 seconds (128 allocations: 395.930 KiB) Iteration: 126 || Clusters count: 18 || Log posterior: -255926.70881184487 || Iter Time:0.027064800262451172 || Total time:26.748802423477173 Iteration: 127 || Clusters count: 19 || Log posterior: -255610.53883436663 || Iter Time:0.021007061004638672 || Total time:26.76980948448181 Iteration: 128 || Clusters count: 19 || Log posterior: -255605.22223480936 || Iter Time:0.020586013793945312 || Total time:26.790395498275757 Iteration: 129 || Clusters count: 19 || Log posterior: -255608.08522053427 || Iter Time:0.0249330997467041 || Total time:26.81532859802246 Iteration: 130 || Clusters count: 19 || Log posterior: -255600.2657173655 || Iter Time:0.020303964614868164 || Total time:26.83563256263733 Iteration: 131 || Clusters count: 19 || Log posterior: -255598.71293378138 || Iter Time:0.020532846450805664 || Total time:26.856165409088135 Iteration: 132 || Clusters count: 19 || Log posterior: -255585.64819516358 || Iter Time:0.024796009063720703 || Total time:26.880961418151855 Iteration: 133 || Clusters count: 19 || Log posterior: -255597.2095957145 || Iter Time:0.020210981369018555 || Total time:26.901172399520874 Iteration: 134 || Clusters count: 19 || Log posterior: -255588.90654147018 || Iter Time:0.019783973693847656 || Total time:26.92095637321472 Iteration: 135 || Clusters count: 19 || Log posterior: -255587.40327843535 || Iter Time:0.02468705177307129 || Total time:26.945643424987793 Iteration: 136 || Clusters count: 19 || Log posterior: -255589.84644735948 || Iter Time:0.020370960235595703 || Total time:26.96601438522339 Iteration: 137 || Clusters count: 19 || Log posterior: -255590.9191001047 || Iter Time:0.0196230411529541 || Total time:26.985637426376343 Iteration: 138 || Clusters count: 19 || Log posterior: -255600.59100470037 || Iter Time:0.023733854293823242 || Total time:27.009371280670166 Iteration: 139 || Clusters count: 19 || Log posterior: -255593.86443921897 || Iter Time:0.019954919815063477 || Total time:27.02932620048523 Iteration: 140 || Clusters count: 19 || Log posterior: -255590.66286647695 || Iter Time:0.02102208137512207 || Total time:27.05034828186035 Iteration: 141 || Clusters count: 19 || Log posterior: -255598.1537596129 || Iter Time:0.027240991592407227 || Total time:27.07758927345276 Iteration: 142 || Clusters count: 19 || Log posterior: -255592.8010320734 || Iter Time:0.026036977767944336 || Total time:27.103626251220703 Iteration: 143 || Clusters count: 19 || Log posterior: -255593.29541181473 || Iter Time:0.025007009506225586 || Total time:27.12863326072693 Iteration: 144 || Clusters count: 19 || Log posterior: -255590.88465904034 || Iter Time:0.029412031173706055 || Total time:27.158045291900635 Iteration: 145 || Clusters count: 19 || Log posterior: -255597.03803483886 || Iter Time:0.025003910064697266 || Total time:27.183049201965332 Iteration: 146 || Clusters count: 19 || Log posterior: -255586.1507017966 || Iter Time:0.024466991424560547 || Total time:27.207516193389893 Loading and distributing data: 0.000614 seconds (128 allocations: 395.930 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255398.52420161568 || Iter Time:0.028621912002563477 || Total time:27.236138105392456 Iteration: 148 || Clusters count: 20 || Log posterior: -255374.4595273334 || Iter Time:0.022671937942504883 || Total time:27.25881004333496 Iteration: 149 || Clusters count: 20 || Log posterior: -255365.84652218336 || Iter Time:0.02595210075378418 || Total time:27.284762144088745 Iteration: 150 || Clusters count: 20 || Log posterior: -255365.84652218336 || Iter Time:0.02342700958251953 || Total 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time:27.661406755447388 Iteration: 165 || Clusters count: 20 || Log posterior: -255369.41262754798 || Iter Time:0.026273012161254883 || Total time:27.687679767608643 Iteration: 166 || Clusters count: 20 || Log posterior: -255307.27338840746 || Iter Time:0.03064703941345215 || Total time:27.718326807022095 Iteration: 167 || Clusters count: 20 || Log posterior: -255307.27338840746 || Iter Time:0.023929119110107422 || Total time:27.742255926132202 Loading and distributing data: 0.000556 seconds (128 allocations: 395.930 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255160.26641186775 || Iter Time:0.024950027465820312 || Total time:27.767205953598022 Iteration: 169 || Clusters count: 20 || Log posterior: -255128.29550865208 || Iter Time:0.028516054153442383 || Total time:27.795722007751465 Iteration: 170 || Clusters count: 20 || Log posterior: -255117.8299291917 || Iter Time:0.024035930633544922 || Total time:27.81975793838501 Iteration: 171 || Clusters count: 20 || Log posterior: -255118.89082553893 || Iter Time:0.023421049118041992 || Total time:27.84317898750305 Iteration: 172 || Clusters count: 20 || Log posterior: -255117.8299291917 || Iter Time:0.029299020767211914 || Total time:27.872478008270264 Iteration: 173 || Clusters count: 20 || Log posterior: -255122.6869087944 || Iter Time:0.024396896362304688 || Total time:27.89687490463257 Iteration: 174 || Clusters count: 20 || Log posterior: -255117.8299291917 || Iter Time:0.027815818786621094 || Total time:27.92469072341919 Iteration: 175 || Clusters count: 20 || Log posterior: -255125.9129934327 || Iter Time:0.024276018142700195 || Total time:27.94896674156189 Iteration: 176 || Clusters count: 20 || Log posterior: -255125.48854978726 || Iter Time:0.023453950881958008 || Total time:27.972420692443848 Iteration: 177 || Clusters count: 20 || Log posterior: -255127.3896354871 || Iter Time:0.029272079467773438 || Total time:28.00169277191162 Iteration: 178 || Clusters count: 20 || Log posterior: -255123.7334929325 || Iter Time:0.02524590492248535 || Total time:28.026938676834106 Iteration: 179 || Clusters count: 20 || Log posterior: -255121.46798869752 || Iter Time:0.024960041046142578 || Total time:28.05189871788025 Iteration: 180 || Clusters count: 20 || Log posterior: -255126.87122602307 || Iter Time:0.029221057891845703 || Total time:28.081119775772095 Iteration: 181 || Clusters count: 20 || Log posterior: -255125.30808388104 || Iter Time:0.023661136627197266 || Total time:28.104780912399292 Iteration: 182 || Clusters count: 20 || Log posterior: -255120.2292729818 || Iter Time:0.025248050689697266 || Total time:28.13002896308899 Iteration: 183 || Clusters count: 20 || Log posterior: -255123.60346270163 || Iter Time:0.03249406814575195 || Total time:28.16252303123474 Iteration: 184 || Clusters count: 20 || Log posterior: -255118.89082553893 || Iter Time:0.03170895576477051 || Total time:28.19423198699951 Iteration: 185 || Clusters count: 20 || Log posterior: -255121.54387079214 || Iter Time:0.031774044036865234 || Total time:28.226006031036377 Iteration: 186 || Clusters count: 20 || Log posterior: -255117.8299291917 || Iter Time:0.02752089500427246 || Total time:28.25352692604065 Iteration: 187 || Clusters count: 20 || Log posterior: -255117.8299291917 || Iter Time:0.026073932647705078 || Total time:28.279600858688354 Iteration: 188 || Clusters count: 20 || Log posterior: -255117.8299291917 || Iter Time:0.029786109924316406 || Total time:28.30938696861267 Loading and distributing data: 0.000501 seconds (128 allocations: 395.930 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254854.76265841513 || Iter Time:0.025348901748657227 || Total time:28.334735870361328 Iteration: 190 || Clusters count: 20 || Log posterior: -254839.2820699067 || Iter Time:0.030386924743652344 || Total time:28.36512279510498 Iteration: 191 || Clusters count: 20 || Log posterior: -254839.26148421635 || Iter Time:0.02713799476623535 || Total time:28.392260789871216 Iteration: 192 || Clusters count: 20 || Log posterior: -254839.26148421635 || Iter Time:0.02727508544921875 || Total time:28.419535875320435 Iteration: 193 || Clusters count: 20 || Log posterior: -254842.7661184212 || Iter Time:0.031128883361816406 || Total time:28.45066475868225 Iteration: 194 || Clusters count: 20 || Log posterior: -254809.8241214082 || Iter Time:0.02645587921142578 || Total time:28.477120637893677 Iteration: 195 || Clusters count: 20 || Log posterior: -254810.0253447718 || Iter Time:0.028882980346679688 || Total time:28.506003618240356 Iteration: 196 || Clusters count: 20 || Log posterior: -254720.3575123065 || Iter Time:0.025503158569335938 || Total time:28.531506776809692 Iteration: 197 || Clusters count: 20 || Log posterior: -254718.12752707582 || Iter Time:0.02244877815246582 || Total time:28.553955554962158 Iteration: 198 || Clusters count: 20 || Log posterior: -254718.548108711 || Iter Time:0.02623295783996582 || Total time:28.580188512802124 Iteration: 199 || Clusters count: 20 || Log posterior: -254714.93416927205 || Iter Time:0.023086071014404297 || Total time:28.60327458381653 Iteration: 200 || Clusters count: 20 || Log posterior: -254714.73294590844 || Iter Time:0.023287057876586914 || Total time:28.626561641693115 Iteration: 201 || Clusters count: 20 || Log posterior: -254714.73294590844 || Iter Time:0.02657794952392578 || Total time:28.65313959121704 Iteration: 202 || Clusters count: 20 || Log posterior: -254723.67897558864 || Iter Time:0.022544145584106445 || Total time:28.675683736801147 Iteration: 203 || Clusters count: 20 || Log posterior: -254718.6917254479 || Iter Time:0.023779869079589844 || Total time:28.699463605880737 Iteration: 204 || Clusters count: 20 || Log posterior: -254715.4460676911 || Iter Time:0.02744293212890625 || Total time:28.726906538009644 Iteration: 205 || Clusters count: 20 || Log posterior: -254717.40238426413 || Iter Time:0.023190975189208984 || Total time:28.750097513198853 Iteration: 206 || Clusters count: 20 || Log posterior: -254717.16389941864 || Iter Time:0.025860071182250977 || Total time:28.775957584381104 Iteration: 207 || Clusters count: 20 || Log posterior: -254717.40238426413 || Iter Time:0.023036956787109375 || Total time:28.798994541168213 Iteration: 208 || Clusters count: 20 || Log posterior: -254717.16389941864 || Iter Time:0.022700071334838867 || Total time:28.82169461250305 Iteration: 209 || Clusters count: 20 || Log posterior: -254717.16389941864 || Iter Time:0.026656150817871094 || Total time:28.848350763320923 NMI: 0.7916336900209227 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m32.3s [3755, 1170, 35702, 86654, 4635, 3704, 57114, 97702, 50717, 4574, 3453, 20821, 166299, 63757, 37130, 39398, 233405, 18218, 36823, 34969] Loading and distributing data: 0.000287 seconds (128 allocations: 13.117 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6764.26173725536 || Iter Time:4.346616983413696 || Total time:4.346616983413696 Iteration: 1 || Clusters count: 1 || Log posterior: -6764.26173725536 || Iter Time:0.002237081527709961 || Total time:4.348854064941406 Iteration: 2 || Clusters count: 1 || Log posterior: -6764.26173725536 || Iter Time:0.0018961429595947266 || Total time:4.350750207901001 Iteration: 3 || Clusters count: 1 || Log posterior: -6764.26173725536 || Iter Time:0.0014879703521728516 || Total time:4.352238178253174 Iteration: 4 || Clusters count: 1 || Log posterior: -6764.26173725536 || Iter Time:0.0013840198516845703 || Total time:4.353622198104858 Iteration: 5 || Clusters count: 1 || Log posterior: -6764.26173725536 || Iter Time:0.0013861656188964844 || Total time:4.355008363723755 Iteration: 6 || Clusters count: 1 || Log posterior: -6764.26173725536 || Iter Time:0.0014128684997558594 || Total time:4.356421232223511 Iteration: 7 || Clusters count: 1 || Log posterior: -6764.26173725536 || Iter Time:0.0013568401336669922 || Total time:4.357778072357178 Iteration: 8 || Clusters count: 2 || Log posterior: -6407.643517114444 || Iter Time:0.14216279983520508 || Total time:4.499940872192383 Iteration: 9 || Clusters count: 2 || Log posterior: -6423.778684045088 || Iter Time:0.002008199691772461 || Total time:4.501949071884155 Iteration: 10 || Clusters count: 2 || Log posterior: -6414.701219844241 || Iter Time:0.0017559528350830078 || Total time:4.503705024719238 Iteration: 11 || Clusters count: 2 || Log posterior: -6416.1139265878555 || Iter Time:0.0017299652099609375 || Total time:4.505434989929199 Iteration: 12 || Clusters count: 2 || Log posterior: -6406.381483587289 || Iter Time:0.002004861831665039 || Total time:4.507439851760864 Iteration: 13 || Clusters count: 2 || Log posterior: -6392.318102687921 || Iter Time:0.0018460750579833984 || Total time:4.509285926818848 Iteration: 14 || Clusters count: 2 || Log posterior: -6390.4828788225495 || Iter Time:0.0016930103302001953 || 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Iteration: 22 || Clusters count: 4 || Log posterior: -5812.783047619821 || Iter Time:0.0024869441986083984 || Total time:4.532274484634399 Iteration: 23 || Clusters count: 4 || Log posterior: -5823.370028974507 || Iter Time:0.002446889877319336 || Total time:4.534721374511719 Iteration: 24 || Clusters count: 4 || Log posterior: -5829.678385763513 || Iter Time:0.0025451183319091797 || Total time:4.537266492843628 Iteration: 25 || Clusters count: 4 || Log posterior: -5828.3660436691325 || Iter Time:0.0027642250061035156 || Total time:4.5400307178497314 Iteration: 26 || Clusters count: 4 || Log posterior: -5820.671172457065 || Iter Time:0.0025370121002197266 || Total time:4.542567729949951 Iteration: 27 || Clusters count: 4 || Log posterior: -5803.951384157843 || Iter Time:0.002274036407470703 || Total time:4.544841766357422 Iteration: 28 || Clusters count: 5 || Log posterior: -5800.239576932109 || Iter Time:0.0039441585540771484 || Total time:4.548785924911499 Iteration: 29 || Clusters count: 5 || Log posterior: -5744.096714591684 || Iter Time:0.002702951431274414 || Total time:4.551488876342773 Iteration: 30 || Clusters count: 5 || Log posterior: -5680.963481572071 || Iter Time:1.1410911083221436 || Total time:5.692579984664917 false [1, 1, 1, 1, 4, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4] [1, 1, 1, 1, 4, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4] Loading and distributing data: 0.000197 seconds (128 allocations: 13.117 KiB) Iteration: 31 || Clusters count: 6 || Log posterior: -5424.097688105327 || Iter Time:0.030701875686645508 || Total time:5.7232818603515625 Iteration: 32 || Clusters count: 6 || Log posterior: -5275.905116793525 || Iter Time:0.006494045257568359 || Total time:5.729775905609131 Loading and distributing data: 0.000134 seconds (128 allocations: 13.117 KiB) Iteration: 33 || Clusters count: 6 || Log posterior: -4240.115376083759 || Iter Time:0.003576993942260742 || Total time:5.733352899551392 Iteration: 34 || Clusters count: 6 || Log posterior: -4159.892577132712 || Iter Time:0.0063018798828125 || Total time:5.739654779434204 Loading and distributing data: 0.000129 seconds (128 allocations: 13.117 KiB) Iteration: 35 || Clusters count: 6 || Log posterior: -3917.239155506204 || Iter Time:0.0038039684295654297 || Total time:5.7434587478637695 Iteration: 36 || Clusters count: 6 || Log posterior: -3862.6399557497843 || Iter Time:0.005798816680908203 || Total time:5.749257564544678 Loading and distributing data: 0.000118 seconds (128 allocations: 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Loading and distributing data: 0.000114 seconds (128 allocations: 13.117 KiB) Iteration: 43 || Clusters count: 7 || Log posterior: -3675.5500013606365 || Iter Time:0.08946108818054199 || Total time:5.869370937347412 Iteration: 44 || Clusters count: 7 || Log posterior: -3600.3158757171423 || Iter Time:0.0072591304779052734 || Total time:5.876630067825317 Loading and distributing data: 0.000115 seconds (128 allocations: 13.117 KiB) Iteration: 45 || Clusters count: 7 || Log posterior: -3676.5223519290234 || Iter Time:0.0048160552978515625 || Total time:5.881446123123169 Iteration: 46 || Clusters count: 7 || Log posterior: -3625.8718451372283 || Iter Time:0.5535740852355957 || Total time:6.435020208358765 Loading and distributing data: 0.000131 seconds (128 allocations: 13.117 KiB) Iteration: 47 || Clusters count: 7 || Log posterior: -3683.8012059725665 || Iter Time:0.004853010177612305 || Total time:6.439873218536377 Iteration: 48 || Clusters count: 7 || Log posterior: -3649.7825971475213 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Iteration: 315 || Clusters count: 14 || Log posterior: -2937.8974719481675 || Iter Time:0.03065013885498047 || Total time:10.269886255264282 Iteration: 316 || Clusters count: 14 || Log posterior: -2918.3551025745296 || Iter Time:0.015686988830566406 || Total time:10.285573244094849 Loading and distributing data: 0.000113 seconds (128 allocations: 13.117 KiB) Iteration: 317 || Clusters count: 14 || Log posterior: -2888.346950011021 || Iter Time:0.011245012283325195 || Total time:10.296818256378174 Iteration: 318 || Clusters count: 14 || Log posterior: -2876.464657022923 || Iter Time:0.015271902084350586 || Total time:10.312090158462524 Loading and distributing data: 0.000119 seconds (128 allocations: 13.117 KiB) Iteration: 319 || Clusters count: 14 || Log posterior: -2892.538750041836 || Iter Time:0.011750936508178711 || Total time:10.323841094970703 Iteration: 320 || Clusters count: 14 || Log posterior: -2879.6346611649155 || Iter Time:0.01653599739074707 || Total 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Iteration: 497 || Clusters count: 14 || Log posterior: -2934.2235403782383 || Iter Time:0.012147903442382812 || Total time:13.011956691741943 Iteration: 498 || Clusters count: 14 || Log posterior: -2922.5987975812504 || Iter Time:0.017064809799194336 || Total time:13.029021501541138 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 499 || Clusters count: 14 || Log posterior: -2971.766628861317 || Iter Time:0.012512922286987305 || Total time:13.041534423828125 Iteration: 500 || Clusters count: 14 || Log posterior: -2942.7456435738122 || Iter Time:0.01638007164001465 || Total time:13.05791449546814 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 501 || Clusters count: 14 || Log posterior: -2921.7527140888733 || Iter Time:0.011573076248168945 || Total time:13.069487571716309 Iteration: 502 || Clusters count: 14 || Log posterior: -2909.6484154161917 || Iter Time:0.016772985458374023 || Total 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14 || Log posterior: -2925.4669020198444 || Iter Time:0.016326904296875 || Total time:13.172825574874878 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 509 || Clusters count: 14 || Log posterior: -2959.289464331877 || Iter Time:0.029766082763671875 || Total time:13.20259165763855 Iteration: 510 || Clusters count: 14 || Log posterior: -2931.6067918299145 || Iter Time:0.018500804901123047 || Total time:13.221092462539673 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 511 || Clusters count: 14 || Log posterior: -2919.3274694451065 || Iter Time:0.013338804244995117 || Total time:13.234431266784668 Iteration: 512 || Clusters count: 14 || Log posterior: -2903.81618664184 || Iter Time:0.01835799217224121 || Total time:13.25278925895691 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 513 || Clusters count: 14 || Log posterior: -2952.146554313665 || Iter 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Iteration: 519 || Clusters count: 14 || Log posterior: -2998.6226873450055 || Iter Time:0.012766122817993164 || Total time:13.35833477973938 Iteration: 520 || Clusters count: 14 || Log posterior: -2968.3897973957633 || Iter Time:0.01711106300354004 || Total time:13.37544584274292 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 521 || Clusters count: 14 || Log posterior: -2958.9492279430383 || Iter Time:0.011965036392211914 || Total time:13.387410879135132 Iteration: 522 || Clusters count: 14 || Log posterior: -2945.6224147480734 || Iter Time:0.017427921295166016 || Total time:13.404838800430298 Loading and distributing data: 0.000133 seconds (129 allocations: 13.133 KiB) Iteration: 523 || Clusters count: 14 || Log posterior: -2923.4715509384496 || Iter Time:0.013939857482910156 || Total time:13.418778657913208 Iteration: 524 || Clusters count: 14 || Log posterior: -2903.8870182254495 || Iter Time:0.018409013748168945 || Total 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Iteration: 541 || Clusters count: 14 || Log posterior: -2933.4082287351944 || Iter Time:0.014903068542480469 || Total time:13.72942042350769 Iteration: 542 || Clusters count: 14 || Log posterior: -2924.3014859220734 || Iter Time:0.019442081451416016 || Total time:13.748862504959106 Loading and distributing data: 0.000150 seconds (129 allocations: 13.133 KiB) Iteration: 543 || Clusters count: 14 || Log posterior: -2950.154828076212 || Iter Time:0.014950037002563477 || Total time:13.76381254196167 Iteration: 544 || Clusters count: 14 || Log posterior: -2941.691236366081 || Iter Time:0.018727779388427734 || Total time:13.782540321350098 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 545 || Clusters count: 14 || Log posterior: -2941.5067798350296 || Iter Time:0.013560056686401367 || Total time:13.796100378036499 Iteration: 546 || Clusters count: 14 || Log posterior: -2926.7696575464447 || Iter Time:0.016941070556640625 || Total 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Iteration: 563 || Clusters count: 14 || Log posterior: -2911.266891542672 || Iter Time:0.014979839324951172 || Total time:14.070403814315796 Iteration: 564 || Clusters count: 14 || Log posterior: -2902.290724325292 || Iter Time:0.036702871322631836 || Total time:14.107106685638428 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 565 || Clusters count: 14 || Log posterior: -2939.3322335501975 || Iter Time:0.01312112808227539 || Total time:14.120227813720703 Iteration: 566 || Clusters count: 14 || Log posterior: -2923.282392093971 || Iter Time:0.01608896255493164 || Total time:14.136316776275635 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 567 || Clusters count: 14 || Log posterior: -2966.330591589664 || Iter Time:0.023786067962646484 || Total time:14.160102844238281 Iteration: 568 || Clusters count: 14 || Log posterior: -2960.9152007917437 || Iter Time:0.017219066619873047 || Total 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Iteration: 585 || Clusters count: 14 || Log posterior: -2956.69935711301 || Iter Time:0.012784004211425781 || Total time:14.421404123306274 Iteration: 586 || Clusters count: 14 || Log posterior: -2951.8926205574367 || Iter Time:0.017189979553222656 || Total time:14.438594102859497 Loading and distributing data: 0.000133 seconds (129 allocations: 13.133 KiB) Iteration: 587 || Clusters count: 14 || Log posterior: -2976.113573405405 || Iter Time:0.013948917388916016 || Total time:14.452543020248413 Iteration: 588 || Clusters count: 14 || Log posterior: -2963.772253667385 || Iter Time:0.017395973205566406 || Total time:14.46993899345398 Loading and distributing data: 0.000117 seconds (129 allocations: 13.133 KiB) Iteration: 589 || Clusters count: 14 || Log posterior: -2927.6418556989247 || Iter Time:0.013154029846191406 || Total time:14.483093023300171 Iteration: 590 || Clusters count: 14 || Log posterior: -2917.2974873949934 || Iter Time:0.01675701141357422 || Total 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Iteration: 607 || Clusters count: 14 || Log posterior: -2928.4819934715892 || Iter Time:0.012996196746826172 || Total time:14.755788564682007 Iteration: 608 || Clusters count: 14 || Log posterior: -2908.458251621607 || Iter Time:0.018078088760375977 || Total time:14.773866653442383 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 609 || Clusters count: 14 || Log posterior: -2916.287093673949 || Iter Time:0.021195173263549805 || Total time:14.795061826705933 Iteration: 610 || Clusters count: 14 || Log posterior: -2903.3060386232046 || Iter Time:0.018910884857177734 || Total time:14.81397271156311 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 611 || Clusters count: 14 || Log posterior: -2919.6919812450255 || Iter Time:0.015152931213378906 || Total time:14.82912564277649 Iteration: 612 || Clusters count: 14 || Log posterior: -2905.691114181865 || Iter Time:0.018835067749023438 || Total 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Iteration: 651 || Clusters count: 13 || Log posterior: -2953.186240152341 || Iter Time:0.012936115264892578 || Total time:15.479478120803833 Iteration: 652 || Clusters count: 13 || Log posterior: -2942.615497940016 || Iter Time:0.01687788963317871 || Total time:15.496356010437012 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 653 || Clusters count: 13 || Log posterior: -2947.1661073091277 || Iter Time:0.012765884399414062 || Total time:15.509121894836426 Iteration: 654 || Clusters count: 13 || Log posterior: -2936.835346640542 || Iter Time:0.016108989715576172 || Total time:15.525230884552002 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 655 || Clusters count: 13 || Log posterior: -2959.6910505587452 || Iter Time:0.013077974319458008 || Total time:15.53830885887146 Iteration: 656 || Clusters count: 13 || Log posterior: -2950.9876474719476 || Iter Time:0.016390085220336914 || Total 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Iteration: 695 || Clusters count: 14 || Log posterior: -2956.9867957968186 || Iter Time:0.012758970260620117 || Total time:16.166733741760254 Iteration: 696 || Clusters count: 14 || Log posterior: -2943.8896081830762 || Iter Time:0.021247148513793945 || Total time:16.187980890274048 Loading and distributing data: 0.000141 seconds (129 allocations: 13.133 KiB) Iteration: 697 || Clusters count: 15 || Log posterior: -2955.66280258214 || Iter Time:0.015645980834960938 || Total time:16.20362687110901 Iteration: 698 || Clusters count: 14 || Log posterior: -2943.312934714665 || Iter Time:0.017175912857055664 || Total time:16.220802783966064 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 699 || Clusters count: 14 || Log posterior: -2950.473367420972 || Iter Time:0.011893987655639648 || Total time:16.232696771621704 Iteration: 700 || Clusters count: 14 || Log posterior: -2937.840848748513 || Iter Time:0.016315937042236328 || Total time:16.24901270866394 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Iteration: 767 || Clusters count: 14 || Log posterior: -2921.269624696845 || Iter Time:0.012664079666137695 || Total time:17.306993007659912 Iteration: 768 || Clusters count: 14 || Log posterior: -2899.146337481326 || Iter Time:0.017401933670043945 || Total time:17.324394941329956 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 769 || Clusters count: 14 || Log posterior: -2930.3086167739225 || Iter Time:0.013166189193725586 || Total time:17.33756113052368 Iteration: 770 || Clusters count: 14 || Log posterior: -2914.442170131162 || Iter Time:0.017451047897338867 || Total time:17.35501217842102 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 771 || Clusters count: 14 || Log posterior: -2915.6659961808273 || Iter Time:0.012417078018188477 || Total time:17.36742925643921 Iteration: 772 || Clusters count: 14 || Log posterior: -2902.491841636671 || Iter Time:0.017130136489868164 || Total time:17.384559392929077 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Iteration: 839 || Clusters count: 14 || Log posterior: -2972.254820182957 || Iter Time:0.012681007385253906 || Total time:18.424265146255493 Iteration: 840 || Clusters count: 14 || Log posterior: -2951.5344658585645 || Iter Time:0.017056941986083984 || Total time:18.441322088241577 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 841 || Clusters count: 15 || Log posterior: -2904.579804550228 || Iter Time:0.01197504997253418 || Total time:18.45329713821411 Iteration: 842 || Clusters count: 15 || Log posterior: -2882.5573253506136 || Iter Time:0.017333030700683594 || Total time:18.470630168914795 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 843 || Clusters count: 15 || Log posterior: -2918.3982353968563 || Iter Time:0.012603044509887695 || Total time:18.483233213424683 Iteration: 844 || Clusters count: 15 || Log posterior: -2889.626763419636 || Iter Time:0.017443180084228516 || Total 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|| Total time:18.67846131324768 Iteration: 856 || Clusters count: 14 || Log posterior: -2924.0567477350933 || Iter Time:0.01636219024658203 || Total time:18.694823503494263 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 857 || Clusters count: 14 || Log posterior: -2942.932240033527 || Iter Time:0.01251220703125 || Total time:18.707335710525513 Iteration: 858 || Clusters count: 14 || Log posterior: -2922.8130483294776 || Iter Time:0.01652979850769043 || Total time:18.723865509033203 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 859 || Clusters count: 14 || Log posterior: -2917.084156446221 || Iter Time:0.012277841567993164 || Total time:18.736143350601196 Iteration: 860 || Clusters count: 14 || Log posterior: -2909.9636296685926 || Iter Time:0.0165250301361084 || Total time:18.752668380737305 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 861 || Clusters count: 14 || Log posterior: -2902.7270459819233 || Iter Time:0.01204991340637207 || Total time:18.764718294143677 Iteration: 862 || Clusters count: 14 || Log posterior: -2897.0285619525025 || Iter Time:0.017680883407592773 || Total time:18.78239917755127 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 863 || Clusters count: 14 || Log posterior: -2915.6640502915475 || Iter Time:0.013235807418823242 || Total time:18.795634984970093 Iteration: 864 || Clusters count: 14 || Log posterior: -2902.5301404594375 || Iter Time:0.017673015594482422 || Total time:18.813308000564575 Loading and distributing data: 0.000136 seconds (129 allocations: 13.133 KiB) Iteration: 865 || Clusters count: 16 || Log posterior: -2942.0278718865306 || Iter Time:0.014117002487182617 || Total time:18.827425003051758 Iteration: 866 || Clusters count: 15 || Log posterior: -2922.8770548255898 || Iter Time:0.017811059951782227 || Total time:18.84523606300354 Loading and distributing 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Iteration: 878 || Clusters count: 14 || Log posterior: -2926.3799368005753 || Iter Time:0.016286134719848633 || Total time:19.011763334274292 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 879 || Clusters count: 14 || Log posterior: -2933.8040559050137 || Iter Time:0.012195110321044922 || Total time:19.023958444595337 Iteration: 880 || Clusters count: 14 || Log posterior: -2931.635211414265 || Iter Time:0.017303943634033203 || Total time:19.04126238822937 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 881 || Clusters count: 14 || Log posterior: -2945.707362422994 || Iter Time:0.01200103759765625 || Total time:19.053263425827026 Iteration: 882 || Clusters count: 14 || Log posterior: -2928.068695760282 || Iter Time:0.01735401153564453 || Total time:19.07061743736267 Loading and distributing data: 0.000151 seconds (129 allocations: 13.133 KiB) Iteration: 883 || Clusters count: 14 || Log posterior: 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Log posterior: -2931.446148347799 || Iter Time:0.016862869262695312 || Total time:19.357956171035767 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 901 || Clusters count: 14 || Log posterior: -2962.0740087269514 || Iter Time:0.012578010559082031 || Total time:19.37053418159485 Iteration: 902 || Clusters count: 14 || Log posterior: -2944.6208896313774 || Iter Time:0.016386985778808594 || Total time:19.386921167373657 Loading and distributing data: 0.000119 seconds (129 allocations: 13.133 KiB) Iteration: 903 || Clusters count: 14 || Log posterior: -2976.3117520949613 || Iter Time:0.012286186218261719 || Total time:19.39920735359192 Iteration: 904 || Clusters count: 14 || Log posterior: -2943.876792774017 || Iter Time:0.015980958938598633 || Total time:19.415188312530518 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 905 || Clusters count: 14 || Log posterior: -2928.8387281220334 || Iter 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Iteration: 911 || Clusters count: 14 || Log posterior: -2944.4830180517833 || Iter Time:0.012706995010375977 || Total time:19.520907402038574 Iteration: 912 || Clusters count: 14 || Log posterior: -2928.1233974058464 || Iter Time:0.017076969146728516 || Total time:19.537984371185303 Loading and distributing data: 0.000135 seconds (129 allocations: 13.133 KiB) Iteration: 913 || Clusters count: 14 || Log posterior: -2947.0323489544576 || Iter Time:0.012241840362548828 || Total time:19.55022621154785 Iteration: 914 || Clusters count: 14 || Log posterior: -2936.543728274739 || Iter Time:0.016102075576782227 || Total time:19.566328287124634 Loading and distributing data: 0.000162 seconds (129 allocations: 13.133 KiB) Iteration: 915 || Clusters count: 14 || Log posterior: -2931.924675279348 || Iter Time:0.014537811279296875 || Total time:19.58086609840393 Iteration: 916 || Clusters count: 14 || Log posterior: -2926.3010341569798 || Iter Time:0.03967595100402832 || Total 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|| Log posterior: -2990.563756030201 || Iter Time:0.0174560546875 || Total time:19.715843439102173 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 923 || Clusters count: 14 || Log posterior: -3003.8454205369108 || Iter Time:0.014486074447631836 || Total time:19.730329513549805 Iteration: 924 || Clusters count: 14 || Log posterior: -2984.0227984522717 || Iter Time:0.018978118896484375 || Total time:19.74930763244629 Loading and distributing data: 0.000144 seconds (129 allocations: 13.133 KiB) Iteration: 925 || Clusters count: 14 || Log posterior: -2957.2728495924343 || Iter Time:0.014210939407348633 || Total time:19.763518571853638 Iteration: 926 || Clusters count: 14 || Log posterior: -2928.2158206931604 || Iter Time:0.019505977630615234 || Total time:19.783024549484253 Loading and distributing data: 0.000168 seconds (129 allocations: 13.133 KiB) Iteration: 927 || Clusters count: 14 || Log posterior: -2979.1613052732846 || Iter 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Iteration: 933 || Clusters count: 14 || Log posterior: -2949.239165433939 || Iter Time:0.013104915618896484 || Total time:19.88906478881836 Iteration: 934 || Clusters count: 14 || Log posterior: -2936.183779481163 || Iter Time:0.01804208755493164 || Total time:19.90710687637329 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 935 || Clusters count: 14 || Log posterior: -2934.879714433147 || Iter Time:0.014996051788330078 || Total time:19.92210292816162 Iteration: 936 || Clusters count: 14 || Log posterior: -2924.1289793191054 || Iter Time:0.017793893814086914 || Total time:19.939896821975708 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 937 || Clusters count: 14 || Log posterior: -2953.5627662943816 || Iter Time:0.013453960418701172 || Total time:19.95335078239441 Iteration: 938 || Clusters count: 14 || Log posterior: -2937.512902830195 || Iter Time:0.017518997192382812 || Total time:19.970869779586792 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-2975.1952722727324 || Iter Time:0.01701498031616211 || Total time:20.060630798339844 Loading and distributing data: 0.000143 seconds (129 allocations: 13.133 KiB) Iteration: 945 || Clusters count: 14 || Log posterior: -2975.166033938798 || Iter Time:0.013129949569702148 || Total time:20.073760747909546 Iteration: 946 || Clusters count: 14 || Log posterior: -2951.0796541786563 || Iter Time:0.016850948333740234 || Total time:20.090611696243286 Loading and distributing data: 0.000146 seconds (129 allocations: 13.133 KiB) Iteration: 947 || Clusters count: 14 || Log posterior: -2922.1843515245555 || Iter Time:0.014698982238769531 || Total time:20.105310678482056 Iteration: 948 || Clusters count: 14 || Log posterior: -2911.872063664589 || Iter Time:0.01790308952331543 || Total time:20.12321376800537 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 949 || Clusters count: 14 || Log posterior: -2961.748143157063 || Iter Time:0.01328420639038086 || Total 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Iter Time:0.019500017166137695 || Total time:24.77015447616577 Loading and distributing data: 0.000137 seconds (129 allocations: 13.133 KiB) Iteration: 1215 || Clusters count: 15 || Log posterior: -2991.1899493507294 || Iter Time:0.014848947525024414 || Total time:24.785003423690796 Iteration: 1216 || Clusters count: 15 || Log posterior: -2979.784086590858 || Iter Time:0.020047903060913086 || Total time:24.80505132675171 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1217 || Clusters count: 15 || Log posterior: -3001.288447186481 || Iter Time:0.013825178146362305 || Total time:24.81887650489807 Iteration: 1218 || Clusters count: 15 || Log posterior: -2962.998593429832 || Iter Time:0.020546913146972656 || Total time:24.839423418045044 Loading and distributing data: 0.000136 seconds (129 allocations: 13.133 KiB) Iteration: 1219 || Clusters count: 15 || Log posterior: -2994.0228462120285 || Iter Time:0.015223026275634766 || Total 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count: 15 || Log posterior: -3002.413569136156 || Iter Time:0.014655113220214844 || Total time:24.95624876022339 Iteration: 1226 || Clusters count: 15 || Log posterior: -2961.913383196202 || Iter Time:0.018730878829956055 || Total time:24.974979639053345 Loading and distributing data: 0.000141 seconds (129 allocations: 13.133 KiB) Iteration: 1227 || Clusters count: 15 || Log posterior: -2956.8108962538845 || Iter Time:0.01419210433959961 || Total time:24.989171743392944 Iteration: 1228 || Clusters count: 15 || Log posterior: -2927.4482894556895 || Iter Time:0.020798921585083008 || Total time:25.009970664978027 Loading and distributing data: 0.000168 seconds (129 allocations: 13.133 KiB) Iteration: 1229 || Clusters count: 15 || Log posterior: -2942.7913076749733 || Iter Time:0.01524496078491211 || Total time:25.02521562576294 Iteration: 1230 || Clusters count: 15 || Log posterior: -2925.124964037366 || Iter Time:0.01953601837158203 || Total time:25.04475164413452 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 1231 || Clusters count: 15 || Log posterior: -2949.94311441412 || Iter Time:0.03537893295288086 || Total time:25.080130577087402 Iteration: 1232 || Clusters count: 15 || Log posterior: -2910.352955746659 || Iter Time:0.019083023071289062 || Total time:25.09921360015869 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1233 || Clusters count: 15 || Log posterior: -2977.8443235140585 || Iter Time:0.014528036117553711 || Total time:25.113741636276245 Iteration: 1234 || Clusters count: 15 || Log posterior: -2939.495532226454 || Iter Time:0.01889491081237793 || Total time:25.132636547088623 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 1235 || Clusters count: 15 || Log posterior: -2948.338326666663 || Iter Time:0.015967130661010742 || Total time:25.148603677749634 Iteration: 1236 || Clusters count: 15 || Log posterior: -2925.335510136392 || Iter Time:0.020762920379638672 || Total time:25.169366598129272 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1237 || Clusters count: 15 || Log posterior: -2942.454327933846 || Iter Time:0.01583385467529297 || Total time:25.185200452804565 Iteration: 1238 || Clusters count: 15 || Log posterior: -2905.426571819156 || Iter Time:0.021650075912475586 || Total time:25.20685052871704 Loading and distributing data: 0.000142 seconds (129 allocations: 13.133 KiB) Iteration: 1239 || Clusters count: 15 || Log posterior: -2952.352314914503 || Iter Time:0.016064882278442383 || Total time:25.222915410995483 Iteration: 1240 || Clusters count: 15 || Log posterior: -2934.4481765135247 || Iter Time:0.01981186866760254 || Total time:25.242727279663086 Loading and distributing data: 0.000138 seconds (129 allocations: 13.133 KiB) Iteration: 1241 || Clusters count: 16 || Log posterior: -2958.0585468918734 || Iter Time:0.01533198356628418 || Total time:25.25805926322937 Iteration: 1242 || Clusters count: 15 || Log posterior: -2940.7817178288474 || Iter Time:0.01915907859802246 || Total time:25.277218341827393 Loading and distributing data: 0.000158 seconds (129 allocations: 13.133 KiB) Iteration: 1243 || Clusters count: 15 || Log posterior: -2948.332586196344 || Iter Time:0.01479196548461914 || Total time:25.29201030731201 Iteration: 1244 || Clusters count: 15 || Log posterior: -2926.534323596983 || Iter Time:0.018837928771972656 || Total time:25.310848236083984 Loading and distributing data: 0.000149 seconds (129 allocations: 13.133 KiB) Iteration: 1245 || Clusters count: 15 || Log posterior: -2961.9777061076993 || Iter Time:0.012558937072753906 || Total time:25.32340717315674 Iteration: 1246 || Clusters count: 15 || Log posterior: -2947.3425606090705 || Iter Time:0.017577171325683594 || Total time:25.340984344482422 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1247 || Clusters count: 15 || Log posterior: -2965.2379333804934 || Iter Time:0.012446165084838867 || Total time:25.35343050956726 Iteration: 1248 || Clusters count: 15 || Log posterior: -2938.2304290537586 || Iter Time:0.017751216888427734 || Total time:25.37118172645569 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 1249 || Clusters count: 15 || Log posterior: -2941.7037348995027 || Iter Time:0.014415979385375977 || Total time:25.385597705841064 Iteration: 1250 || Clusters count: 15 || Log posterior: -2923.4154941434876 || Iter Time:0.019821882247924805 || Total time:25.40541958808899 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 1251 || Clusters count: 15 || Log posterior: -2946.8720225450606 || Iter Time:0.015789031982421875 || Total time:25.42120862007141 Iteration: 1252 || Clusters count: 15 || Log posterior: -2924.515792374562 || Iter Time:0.017781972885131836 || Total time:25.438990592956543 Loading and distributing data: 0.000116 seconds (129 allocations: 13.133 KiB) Iteration: 1253 || Clusters count: 15 || Log posterior: -2926.7822097251897 || Iter Time:0.013509988784790039 || Total time:25.452500581741333 Iteration: 1254 || Clusters count: 15 || Log posterior: -2905.9023752906633 || Iter Time:0.021821975708007812 || Total time:25.47432255744934 Loading and distributing data: 0.000142 seconds (129 allocations: 13.133 KiB) Iteration: 1255 || Clusters count: 15 || Log posterior: -2956.469368642069 || Iter Time:0.015989065170288086 || Total time:25.49031162261963 Iteration: 1256 || Clusters count: 15 || Log posterior: -2927.524665860747 || Iter Time:0.01926708221435547 || Total time:25.509578704833984 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 1257 || Clusters count: 15 || Log posterior: -2968.166719653139 || Iter Time:0.015486001968383789 || Total time:25.525064706802368 Iteration: 1258 || Clusters count: 15 || Log posterior: -2944.127336371264 || Iter Time:0.019788026809692383 || Total time:25.54485273361206 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1259 || Clusters count: 15 || Log posterior: -2973.450124454411 || Iter Time:0.036720991134643555 || Total time:25.581573724746704 Iteration: 1260 || Clusters count: 15 || Log posterior: -2958.525640773925 || Iter Time:0.020892858505249023 || Total time:25.602466583251953 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1261 || Clusters count: 15 || Log posterior: -2973.1126784896005 || Iter Time:0.014576911926269531 || Total time:25.617043495178223 Iteration: 1262 || Clusters count: 15 || Log posterior: -2943.6383592882717 || Iter Time:0.019455909729003906 || Total time:25.636499404907227 Loading and distributing data: 0.000146 seconds (129 allocations: 13.133 KiB) Iteration: 1263 || Clusters count: 15 || Log posterior: -2993.6452778982543 || Iter Time:0.015381097793579102 || Total time:25.651880502700806 Iteration: 1264 || Clusters count: 15 || Log posterior: -2970.0122367195268 || Iter Time:0.019932985305786133 || Total time:25.671813488006592 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1265 || Clusters count: 15 || Log posterior: -2994.010827261124 || Iter Time:0.014307022094726562 || Total time:25.68612051010132 Iteration: 1266 || Clusters count: 15 || Log posterior: -2961.9014776955282 || Iter Time:0.019634008407592773 || Total time:25.70575451850891 Loading and distributing data: 0.000134 seconds (129 allocations: 13.133 KiB) Iteration: 1267 || Clusters count: 15 || Log posterior: -2983.6380720468574 || Iter Time:0.013982057571411133 || Total time:25.719736576080322 Iteration: 1268 || Clusters count: 15 || Log posterior: -2958.84810331148 || Iter Time:0.02015399932861328 || Total time:25.739890575408936 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1269 || Clusters count: 15 || Log posterior: -2931.742696477784 || Iter Time:0.01769709587097168 || Total time:25.757587671279907 Iteration: 1270 || Clusters count: 15 || Log posterior: -2911.8408225274743 || Iter Time:0.023833036422729492 || Total time:25.781420707702637 Loading and distributing data: 0.000145 seconds (134 allocations: 13.289 KiB) Iteration: 1271 || Clusters count: 15 || Log posterior: -2932.914681319648 || Iter Time:0.01599597930908203 || Total time:25.79741668701172 Iteration: 1272 || Clusters count: 15 || Log posterior: -2897.428406056611 || Iter Time:0.021706104278564453 || Total time:25.819122791290283 Loading and distributing data: 0.000137 seconds (129 allocations: 13.133 KiB) Iteration: 1273 || Clusters count: 15 || Log posterior: -2942.965796825887 || Iter Time:0.016525983810424805 || Total time:25.835648775100708 Iteration: 1274 || Clusters count: 15 || Log posterior: -2925.2775692943865 || Iter Time:0.021643877029418945 || Total time:25.857292652130127 Loading and distributing data: 0.000139 seconds (129 allocations: 13.133 KiB) Iteration: 1275 || Clusters count: 15 || Log posterior: -2972.3707307165687 || Iter Time:0.016444921493530273 || Total time:25.873737573623657 Iteration: 1276 || Clusters count: 15 || Log posterior: -2945.158367598481 || Iter Time:0.020831823348999023 || Total time:25.894569396972656 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 1277 || Clusters count: 15 || Log posterior: -2958.4219405344543 || Iter Time:0.015818119049072266 || Total time:25.91038751602173 Iteration: 1278 || Clusters count: 15 || Log posterior: -2933.126241529369 || Iter Time:0.021384000778198242 || Total time:25.931771516799927 Loading and distributing data: 0.000137 seconds (129 allocations: 13.133 KiB) Iteration: 1279 || Clusters count: 17 || Log posterior: -2986.2192734200635 || Iter Time:0.016030073165893555 || Total time:25.94780158996582 Iteration: 1280 || Clusters count: 16 || Log posterior: -2961.9114935242324 || Iter Time:0.019672155380249023 || Total time:25.96747374534607 Loading and distributing data: 0.000147 seconds (129 allocations: 13.133 KiB) Iteration: 1281 || Clusters count: 16 || Log posterior: -2973.4775930764263 || Iter Time:0.013602018356323242 || Total time:25.981075763702393 Iteration: 1282 || Clusters count: 16 || Log posterior: -2929.8583903611616 || Iter Time:0.019740819931030273 || Total time:26.000816583633423 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 1283 || Clusters count: 15 || Log posterior: -3001.136361041744 || Iter Time:0.012285947799682617 || Total time:26.013102531433105 Iteration: 1284 || Clusters count: 15 || Log posterior: -2963.5551243955038 || Iter Time:0.016928911209106445 || Total time:26.030031442642212 Loading and distributing data: 0.000114 seconds (129 allocations: 13.133 KiB) Iteration: 1285 || Clusters count: 15 || Log posterior: -3000.5078771493077 || Iter Time:0.011167049407958984 || Total time:26.04119849205017 Iteration: 1286 || Clusters count: 15 || Log posterior: -2964.812939999991 || Iter Time:0.016204833984375 || Total time:26.057403326034546 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1287 || Clusters count: 15 || Log posterior: -2979.5776617108213 || Iter Time:0.011351823806762695 || Total time:26.06875514984131 Iteration: 1288 || Clusters count: 15 || Log posterior: -2966.5669981427504 || Iter Time:0.03621983528137207 || Total time:26.10497498512268 Loading and distributing data: 0.000119 seconds (129 allocations: 13.133 KiB) Iteration: 1289 || Clusters count: 15 || Log posterior: -2966.411523077406 || Iter Time:0.014268875122070312 || Total time:26.11924386024475 Iteration: 1290 || Clusters count: 15 || Log posterior: -2941.7155594355495 || Iter Time:0.020817041397094727 || Total time:26.140060901641846 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1291 || Clusters count: 15 || Log posterior: -2942.9279773565204 || Iter Time:0.0152740478515625 || Total time:26.155334949493408 Iteration: 1292 || Clusters count: 15 || Log posterior: -2923.736173125316 || Iter Time:0.019479036331176758 || Total time:26.174813985824585 Loading and distributing data: 0.000138 seconds (129 allocations: 13.133 KiB) Iteration: 1293 || Clusters count: 15 || Log posterior: -2937.319043325757 || Iter Time:0.014996051788330078 || Total time:26.189810037612915 Iteration: 1294 || Clusters count: 15 || Log posterior: -2914.819473891483 || Iter Time:0.020612001419067383 || Total time:26.210422039031982 Loading and distributing data: 0.000147 seconds (129 allocations: 13.133 KiB) Iteration: 1295 || Clusters count: 15 || Log posterior: -2960.6134532512415 || Iter Time:0.014109134674072266 || Total time:26.224531173706055 Iteration: 1296 || Clusters count: 15 || Log posterior: -2940.2059382159773 || Iter Time:0.018132925033569336 || Total time:26.242664098739624 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1297 || Clusters count: 15 || Log posterior: -2953.8502303430814 || Iter Time:0.013552188873291016 || Total time:26.256216287612915 Iteration: 1298 || Clusters count: 15 || Log posterior: -2915.3228600117122 || Iter Time:0.01746511459350586 || Total time:26.27368140220642 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1299 || Clusters count: 15 || Log posterior: -2958.9124151915394 || Iter Time:0.012582063674926758 || Total time:26.286263465881348 Iteration: 1300 || Clusters count: 15 || Log posterior: -2941.9977332035355 || Iter Time:0.019165992736816406 || Total time:26.305429458618164 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1301 || Clusters count: 15 || Log posterior: -2949.9840007010644 || Iter Time:0.01509404182434082 || Total time:26.320523500442505 Iteration: 1302 || Clusters count: 15 || Log posterior: -2936.34251414255 || Iter Time:0.019854068756103516 || Total time:26.34037756919861 Loading and distributing data: 0.000132 seconds (129 allocations: 13.133 KiB) Iteration: 1303 || Clusters count: 15 || Log posterior: -2926.7622752755487 || Iter Time:0.013171911239624023 || Total time:26.353549480438232 Iteration: 1304 || Clusters count: 15 || Log posterior: -2901.9125867648922 || Iter Time:0.016345977783203125 || Total time:26.369895458221436 Loading and distributing data: 0.000106 seconds (134 allocations: 13.289 KiB) Iteration: 1305 || Clusters count: 15 || Log posterior: -2928.653147784605 || Iter Time:0.01507115364074707 || Total time:26.384966611862183 Iteration: 1306 || Clusters count: 15 || Log posterior: -2904.084843547078 || Iter Time:0.017223119735717773 || Total time:26.4021897315979 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1307 || Clusters count: 15 || Log posterior: -2915.6069703837525 || Iter Time:0.012621164321899414 || 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count: 15 || Log posterior: -2943.339975064469 || Iter Time:0.014714956283569336 || Total time:26.510949850082397 Iteration: 1314 || Clusters count: 15 || Log posterior: -2919.3930101552546 || Iter Time:0.0174410343170166 || Total time:26.528390884399414 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 1315 || Clusters count: 15 || Log posterior: -2931.1471598387034 || Iter Time:0.012927055358886719 || Total time:26.5413179397583 Iteration: 1316 || Clusters count: 15 || Log posterior: -2891.8404384735145 || Iter Time:0.0389559268951416 || Total time:26.580273866653442 Loading and distributing data: 0.000117 seconds (129 allocations: 13.133 KiB) Iteration: 1317 || Clusters count: 15 || Log posterior: -2940.6535777417034 || Iter Time:0.012763023376464844 || Total time:26.593036890029907 Iteration: 1318 || Clusters count: 15 || Log posterior: -2911.6874696081736 || Iter Time:0.017964839935302734 || Total time:26.61100172996521 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1319 || Clusters count: 15 || Log posterior: -2965.8501769327286 || Iter Time:0.011651039123535156 || Total time:26.622652769088745 Iteration: 1320 || Clusters count: 15 || Log posterior: -2946.5000742923016 || Iter Time:0.018088102340698242 || Total time:26.640740871429443 Loading and distributing data: 0.000148 seconds (129 allocations: 13.133 KiB) Iteration: 1321 || Clusters count: 15 || Log posterior: -3027.1521177490154 || Iter Time:0.011835813522338867 || Total time:26.652576684951782 Iteration: 1322 || Clusters count: 15 || Log posterior: -2985.0736268236196 || Iter Time:0.01651287078857422 || Total time:26.669089555740356 Loading and distributing data: 0.000113 seconds (129 allocations: 13.133 KiB) Iteration: 1323 || Clusters count: 15 || Log posterior: -2971.226357304069 || Iter Time:0.013094902038574219 || Total time:26.68218445777893 Iteration: 1324 || Clusters count: 15 || Log posterior: -2953.5128466476503 || Iter Time:0.016595125198364258 || Total time:26.698779582977295 Loading and distributing data: 0.000113 seconds (129 allocations: 13.133 KiB) Iteration: 1325 || Clusters count: 15 || Log posterior: -2967.5703257152404 || Iter Time:0.013710975646972656 || Total time:26.712490558624268 Iteration: 1326 || Clusters count: 15 || Log posterior: -2947.7327513700425 || Iter Time:0.0171358585357666 || Total time:26.729626417160034 Loading and distributing data: 0.000114 seconds (129 allocations: 13.133 KiB) Iteration: 1327 || Clusters count: 15 || Log posterior: -2952.0868892259764 || Iter Time:0.014029979705810547 || Total time:26.743656396865845 Iteration: 1328 || Clusters count: 15 || Log posterior: -2918.0745205709513 || Iter Time:0.019392967224121094 || Total time:26.763049364089966 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 1329 || Clusters count: 15 || Log posterior: -2952.029213143945 || Iter Time:0.015578031539916992 || Total time:26.778627395629883 Iteration: 1330 || Clusters count: 15 || Log posterior: -2929.8720754280434 || Iter Time:0.0192110538482666 || Total time:26.79783844947815 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 1331 || Clusters count: 16 || Log posterior: -2944.577720062807 || Iter Time:0.016189098358154297 || Total time:26.814027547836304 Iteration: 1332 || Clusters count: 16 || Log posterior: -2922.4137720870713 || Iter Time:0.01928114891052246 || Total time:26.833308696746826 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1333 || Clusters count: 16 || Log posterior: -2997.4338511617316 || Iter Time:0.014718055725097656 || Total time:26.848026752471924 Iteration: 1334 || Clusters count: 15 || Log posterior: -2977.3975180524535 || Iter Time:0.02010798454284668 || Total time:26.86813473701477 Loading and distributing data: 0.000142 seconds (129 allocations: 13.133 KiB) Iteration: 1335 || Clusters count: 15 || Log posterior: -3022.2239937934014 || Iter Time:0.014338016510009766 || Total time:26.88247275352478 Iteration: 1336 || Clusters count: 15 || Log posterior: -2983.977614920245 || Iter Time:0.017589092254638672 || Total time:26.90006184577942 Loading and distributing data: 0.000116 seconds (129 allocations: 13.133 KiB) Iteration: 1337 || Clusters count: 15 || Log posterior: -2981.614656476202 || Iter Time:0.01264190673828125 || Total time:26.9127037525177 Iteration: 1338 || Clusters count: 15 || Log posterior: -2947.7707821486347 || Iter Time:0.017247915267944336 || Total time:26.929951667785645 Loading and distributing data: 0.000119 seconds (129 allocations: 13.133 KiB) Iteration: 1339 || Clusters count: 15 || Log posterior: -2932.651508548491 || Iter Time:0.013435125350952148 || Total time:26.943386793136597 Iteration: 1340 || Clusters count: 15 || Log posterior: -2901.8729955109548 || Iter Time:0.017714977264404297 || Total time:26.961101770401 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1341 || Clusters count: 16 || Log posterior: -2899.3177743064566 || Iter Time:0.013127803802490234 || Total time:26.97422957420349 Iteration: 1342 || Clusters count: 16 || Log posterior: -2889.9708424115747 || Iter Time:0.01854991912841797 || Total time:26.99277949333191 Loading and distributing data: 0.000110 seconds (129 allocations: 13.133 KiB) Iteration: 1343 || Clusters count: 16 || Log posterior: -2976.755797480783 || Iter Time:0.013253927230834961 || Total time:27.006033420562744 Iteration: 1344 || Clusters count: 16 || Log posterior: -2945.609233454491 || Iter Time:0.017781972885131836 || Total time:27.023815393447876 Loading and distributing data: 0.000134 seconds (129 allocations: 13.133 KiB) Iteration: 1345 || Clusters count: 15 || Log posterior: -2945.225452588114 || Iter Time:0.013303995132446289 || Total time:27.037119388580322 Iteration: 1346 || Clusters count: 15 || Log posterior: 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-2898.8949611096423 || Iter Time:0.017982959747314453 || Total time:27.466991901397705 Loading and distributing data: 0.000142 seconds (129 allocations: 13.133 KiB) Iteration: 1369 || Clusters count: 15 || Log posterior: -2926.802731831445 || Iter Time:0.014622926712036133 || Total time:27.48161482810974 Iteration: 1370 || Clusters count: 15 || Log posterior: -2890.660561228244 || Iter Time:0.01912689208984375 || Total time:27.500741720199585 Loading and distributing data: 0.000137 seconds (129 allocations: 13.133 KiB) Iteration: 1371 || Clusters count: 15 || Log posterior: -2935.5598406387744 || Iter Time:0.016937971115112305 || Total time:27.517679691314697 Iteration: 1372 || Clusters count: 15 || Log posterior: -2918.4290997050184 || Iter Time:0.01855611801147461 || Total time:27.536235809326172 Loading and distributing data: 0.000116 seconds (129 allocations: 13.133 KiB) Iteration: 1373 || Clusters count: 15 || Log posterior: -2898.5249420185114 || Iter Time:0.012951135635375977 || 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-2932.387061262028 || Iter Time:0.019006967544555664 || Total time:28.151381969451904 Loading and distributing data: 0.000146 seconds (129 allocations: 13.133 KiB) Iteration: 1413 || Clusters count: 15 || Log posterior: -2954.8161266131724 || Iter Time:0.01602315902709961 || Total time:28.167405128479004 Iteration: 1414 || Clusters count: 15 || Log posterior: -2934.152800783656 || Iter Time:0.021047115325927734 || Total time:28.18845224380493 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1415 || Clusters count: 15 || Log posterior: -2919.7451709824218 || Iter Time:0.01549386978149414 || Total time:28.203946113586426 Iteration: 1416 || Clusters count: 15 || Log posterior: -2885.708970300502 || Iter Time:0.018079042434692383 || Total time:28.222025156021118 Loading and distributing data: 0.000114 seconds (129 allocations: 13.133 KiB) Iteration: 1417 || Clusters count: 15 || Log posterior: -2949.0428316055604 || Iter Time:0.01234579086303711 || 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-2887.752158038869 || Iter Time:0.019349098205566406 || Total time:28.49807834625244 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1435 || Clusters count: 15 || Log posterior: -2936.078695427502 || Iter Time:0.037322044372558594 || Total time:28.535400390625 Iteration: 1436 || Clusters count: 15 || Log posterior: -2918.128232929877 || Iter Time:0.01881885528564453 || Total time:28.554219245910645 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 1437 || Clusters count: 15 || Log posterior: -2906.21539634964 || Iter Time:0.013147115707397461 || Total time:28.567366361618042 Iteration: 1438 || Clusters count: 15 || Log posterior: -2883.518830700458 || Iter Time:0.01776719093322754 || Total time:28.58513355255127 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 1439 || Clusters count: 15 || Log posterior: -2956.421725973116 || Iter Time:0.013273000717163086 || Total 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15 || Log posterior: -2958.5829590546923 || Iter Time:0.013300895690917969 || Total time:28.69645404815674 Iteration: 1446 || Clusters count: 15 || Log posterior: -2927.1187626882966 || Iter Time:0.018368005752563477 || Total time:28.7148220539093 Loading and distributing data: 0.000109 seconds (129 allocations: 13.133 KiB) Iteration: 1447 || Clusters count: 15 || Log posterior: -2939.661871104881 || Iter Time:0.012180089950561523 || Total time:28.727002143859863 Iteration: 1448 || Clusters count: 15 || Log posterior: -2920.0645336302227 || Iter Time:0.016623973846435547 || Total time:28.7436261177063 Loading and distributing data: 0.000112 seconds (129 allocations: 13.133 KiB) Iteration: 1449 || Clusters count: 15 || Log posterior: -2990.6688335550793 || Iter Time:0.012016057968139648 || Total time:28.75564217567444 Iteration: 1450 || Clusters count: 15 || Log posterior: -2954.7660258941696 || Iter Time:0.017688989639282227 || Total time:28.77333116531372 Loading and distributing 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Iter Time:0.016984939575195312 || Total time:28.875823497772217 Loading and distributing data: 0.000108 seconds (129 allocations: 13.133 KiB) Iteration: 1457 || Clusters count: 15 || Log posterior: -2939.885607960166 || Iter Time:0.012368917465209961 || Total time:28.888192415237427 Iteration: 1458 || Clusters count: 15 || Log posterior: -2898.5480840076866 || Iter Time:0.01689314842224121 || Total time:28.905085563659668 Loading and distributing data: 0.000109 seconds (129 allocations: 13.133 KiB) Iteration: 1459 || Clusters count: 15 || Log posterior: -2924.2742884397508 || Iter Time:0.012777090072631836 || Total time:28.9178626537323 Iteration: 1460 || Clusters count: 15 || Log posterior: -2904.3744036599883 || Iter Time:0.016448974609375 || Total time:28.934311628341675 Loading and distributing data: 0.000120 seconds (129 allocations: 13.133 KiB) Iteration: 1461 || Clusters count: 15 || Log posterior: -2972.661318290891 || Iter Time:0.012562990188598633 || Total 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15 || Log posterior: -2916.2163959257305 || Iter Time:0.014371156692504883 || Total time:29.05839967727661 Iteration: 1468 || Clusters count: 15 || Log posterior: -2910.4653765713956 || Iter Time:0.018757104873657227 || Total time:29.07715678215027 Loading and distributing data: 0.000119 seconds (129 allocations: 13.133 KiB) Iteration: 1469 || Clusters count: 15 || Log posterior: -2910.9621004339906 || Iter Time:0.013782978057861328 || Total time:29.09093976020813 Iteration: 1470 || Clusters count: 15 || Log posterior: -2895.2037775926983 || Iter Time:0.01901102066040039 || Total time:29.10995078086853 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 1471 || Clusters count: 15 || Log posterior: -2898.8237835160508 || Iter Time:0.013831138610839844 || Total time:29.12378191947937 Iteration: 1472 || Clusters count: 15 || Log posterior: -2870.2252690505006 || Iter Time:0.023621082305908203 || Total time:29.14740300178528 Loading and distributing 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time:29.332894802093506 Iteration: 1484 || Clusters count: 15 || Log posterior: -2927.992746118203 || Iter Time:0.017780065536499023 || Total time:29.350674867630005 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 1485 || Clusters count: 15 || Log posterior: -2991.9594834394024 || Iter Time:0.016505956649780273 || Total time:29.367180824279785 Iteration: 1486 || Clusters count: 15 || Log posterior: -2954.750041938426 || Iter Time:0.01852893829345703 || Total time:29.385709762573242 Loading and distributing data: 0.000152 seconds (129 allocations: 13.133 KiB) Iteration: 1487 || Clusters count: 15 || Log posterior: -2946.1959360902897 || Iter Time:0.013818025588989258 || Total time:29.39952778816223 Iteration: 1488 || Clusters count: 15 || Log posterior: -2911.1204488215662 || Iter Time:0.01787710189819336 || Total time:29.417404890060425 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 1489 || Clusters count: 15 || Log posterior: -2935.6542542708094 || Iter Time:0.014410972595214844 || Total time:29.43181586265564 Iteration: 1490 || Clusters count: 15 || Log posterior: -2912.7393937790475 || Iter Time:0.018033981323242188 || Total time:29.449849843978882 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 1491 || Clusters count: 15 || Log posterior: -2960.73227492778 || Iter Time:0.014455795288085938 || Total time:29.464305639266968 Iteration: 1492 || Clusters count: 15 || Log posterior: -2912.1732084572204 || Iter Time:0.02093195915222168 || Total time:29.48523759841919 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1493 || Clusters count: 15 || Log posterior: -2942.916957375179 || Iter Time:0.013504981994628906 || Total time:29.49874258041382 Iteration: 1494 || Clusters count: 15 || Log posterior: -2916.9463280465743 || Iter Time:0.01763606071472168 || Total time:29.51637864112854 Loading and distributing data: 0.000110 seconds (129 allocations: 13.133 KiB) Iteration: 1495 || Clusters count: 15 || Log posterior: -2950.31820808534 || Iter Time:0.03806614875793457 || Total time:29.554444789886475 Iteration: 1496 || Clusters count: 15 || Log posterior: -2915.6473450329895 || Iter Time:0.01896810531616211 || Total time:29.573412895202637 Loading and distributing data: 0.000119 seconds (129 allocations: 13.133 KiB) Iteration: 1497 || Clusters count: 16 || Log posterior: -2942.775449902737 || Iter Time:0.014332056045532227 || Total time:29.58774495124817 Iteration: 1498 || Clusters count: 15 || Log posterior: -2919.9447423862234 || Iter Time:0.019536972045898438 || Total time:29.607281923294067 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 1499 || Clusters count: 15 || Log posterior: -2907.7379361184217 || Iter Time:0.013264894485473633 || Total time:29.62054681777954 Iteration: 1500 || Clusters count: 15 || Log posterior: -2881.3406864771555 || Iter Time:0.020380020141601562 || Total time:29.640926837921143 Loading and distributing data: 0.000135 seconds (129 allocations: 13.133 KiB) Iteration: 1501 || Clusters count: 15 || Log posterior: -2902.7723403819414 || Iter Time:0.013650178909301758 || Total time:29.654577016830444 Iteration: 1502 || Clusters count: 15 || Log posterior: -2882.844604007532 || Iter Time:0.017795085906982422 || Total time:29.672372102737427 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1503 || Clusters count: 16 || Log posterior: -2937.456566945677 || Iter Time:0.013696908950805664 || Total time:29.686069011688232 Iteration: 1504 || Clusters count: 15 || Log posterior: -2884.538786319762 || Iter Time:0.01961207389831543 || Total time:29.705681085586548 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1505 || Clusters count: 15 || Log posterior: -2887.499970056744 || Iter Time:0.013189077377319336 || 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count: 15 || Log posterior: -2980.965314500325 || Iter Time:0.013555765151977539 || Total time:29.809021949768066 Iteration: 1512 || Clusters count: 15 || Log posterior: -2956.3672964230677 || Iter Time:0.01845097541809082 || Total time:29.827472925186157 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 1513 || Clusters count: 15 || Log posterior: -2942.02136775348 || Iter Time:0.014397859573364258 || Total time:29.84187078475952 Iteration: 1514 || Clusters count: 15 || Log posterior: -2924.081107330469 || Iter Time:0.018485069274902344 || Total time:29.860355854034424 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 1515 || Clusters count: 15 || Log posterior: -2958.688553012472 || Iter Time:0.014835119247436523 || Total time:29.87519097328186 Iteration: 1516 || Clusters count: 15 || Log posterior: -2919.9280985595483 || Iter Time:0.018548011779785156 || Total time:29.893738985061646 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 1517 || Clusters count: 15 || Log posterior: -2920.9653004270485 || Iter Time:0.012755870819091797 || Total time:29.906494855880737 Iteration: 1518 || Clusters count: 15 || Log posterior: -2903.69354081121 || Iter Time:0.018618106842041016 || Total time:29.92511296272278 Loading and distributing data: 0.000141 seconds (129 allocations: 13.133 KiB) Iteration: 1519 || Clusters count: 15 || Log posterior: -2941.3229794552026 || Iter Time:0.014013051986694336 || Total time:29.939126014709473 Iteration: 1520 || Clusters count: 15 || Log posterior: -2935.2679386827344 || Iter Time:0.020141124725341797 || Total time:29.959267139434814 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1521 || Clusters count: 15 || Log posterior: -2979.285115490922 || Iter Time:0.015167951583862305 || Total time:29.974435091018677 Iteration: 1522 || Clusters count: 15 || Log posterior: -2954.387941352547 || Iter Time:0.0178530216217041 || Total time:29.99228811264038 Loading and distributing data: 0.000116 seconds (129 allocations: 13.133 KiB) Iteration: 1523 || Clusters count: 15 || Log posterior: -2951.822517565981 || Iter Time:0.013375997543334961 || Total time:30.005664110183716 Iteration: 1524 || Clusters count: 15 || Log posterior: -2918.944435619615 || Iter Time:0.01818108558654785 || Total time:30.023845195770264 Loading and distributing data: 0.000136 seconds (129 allocations: 13.133 KiB) Iteration: 1525 || Clusters count: 15 || Log posterior: -2877.565474993736 || Iter Time:0.01415705680847168 || Total time:30.038002252578735 Iteration: 1526 || Clusters count: 15 || Log posterior: -2858.736484292591 || Iter Time:0.04037785530090332 || Total time:30.07838010787964 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 1527 || Clusters count: 16 || Log posterior: -2986.9822547010467 || Iter Time:0.013943195343017578 || Total time:30.092323303222656 Iteration: 1528 || Clusters count: 16 || Log posterior: -2952.396773249054 || Iter Time:0.018294095993041992 || Total time:30.1106173992157 Loading and distributing data: 0.000114 seconds (129 allocations: 13.133 KiB) Iteration: 1529 || Clusters count: 16 || Log posterior: -2961.3983364106202 || Iter Time:0.012701988220214844 || Total time:30.123319387435913 Iteration: 1530 || Clusters count: 16 || Log posterior: -2934.7618039424156 || Iter Time:0.017367124557495117 || Total time:30.140686511993408 Loading and distributing data: 0.000112 seconds (129 allocations: 13.133 KiB) Iteration: 1531 || Clusters count: 16 || Log posterior: -2961.1393925243756 || Iter Time:0.01435708999633789 || Total time:30.155043601989746 Iteration: 1532 || Clusters count: 16 || Log posterior: -2926.7324570880073 || Iter Time:0.017806053161621094 || Total time:30.172849655151367 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1533 || Clusters count: 15 || Log posterior: -2965.095354307642 || Iter Time:0.012928009033203125 || Total time:30.18577766418457 Iteration: 1534 || Clusters count: 15 || Log posterior: -2930.884995427109 || Iter Time:0.018709897994995117 || Total time:30.204487562179565 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1535 || Clusters count: 15 || Log posterior: -2952.332382256944 || Iter Time:0.012923955917358398 || Total time:30.217411518096924 Iteration: 1536 || Clusters count: 15 || Log posterior: -2932.7422557141876 || Iter Time:0.01694488525390625 || Total time:30.23435640335083 Loading and distributing data: 0.000117 seconds (129 allocations: 13.133 KiB) Iteration: 1537 || Clusters count: 15 || Log posterior: -2944.0748289103162 || Iter Time:0.013471126556396484 || Total time:30.247827529907227 Iteration: 1538 || Clusters count: 15 || Log posterior: -2921.010064571812 || Iter Time:0.01885986328125 || Total time:30.266687393188477 Loading and distributing 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15 || Log posterior: -2952.4134020284337 || Iter Time:0.013871908187866211 || Total time:30.52608633041382 Iteration: 1556 || Clusters count: 15 || Log posterior: -2906.213698932787 || Iter Time:0.01983785629272461 || Total time:30.545924186706543 Loading and distributing data: 0.000141 seconds (129 allocations: 13.133 KiB) Iteration: 1557 || Clusters count: 15 || Log posterior: -2943.089590110346 || Iter Time:0.013933181762695312 || Total time:30.55985736846924 Iteration: 1558 || Clusters count: 15 || Log posterior: -2912.195574121899 || Iter Time:0.04546713829040527 || Total time:30.605324506759644 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1559 || Clusters count: 15 || Log posterior: -2967.0756568089782 || Iter Time:0.014351129531860352 || Total time:30.619675636291504 Iteration: 1560 || Clusters count: 15 || Log posterior: -2946.7575740805105 || Iter Time:0.020102977752685547 || Total time:30.63977861404419 Loading and distributing 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time:30.824352264404297 Iteration: 1572 || Clusters count: 15 || Log posterior: -2929.8715717823557 || Iter Time:0.016571998596191406 || Total time:30.84092426300049 Loading and distributing data: 0.000108 seconds (129 allocations: 13.133 KiB) Iteration: 1573 || Clusters count: 15 || Log posterior: -2943.2126747924985 || Iter Time:0.011996030807495117 || Total time:30.852920293807983 Iteration: 1574 || Clusters count: 15 || Log posterior: -2923.916282846597 || Iter Time:0.017283916473388672 || Total time:30.870204210281372 Loading and distributing data: 0.000141 seconds (129 allocations: 13.133 KiB) Iteration: 1575 || Clusters count: 15 || Log posterior: -2977.100794762932 || Iter Time:0.015299081802368164 || Total time:30.88550329208374 Iteration: 1576 || Clusters count: 15 || Log posterior: -2945.584093820974 || Iter Time:0.020167112350463867 || Total time:30.905670404434204 Loading and distributing data: 0.000141 seconds (129 allocations: 13.133 KiB) Iteration: 1577 || Clusters count: 15 || Log posterior: -2967.842274375679 || Iter Time:0.016072988510131836 || Total time:30.921743392944336 Iteration: 1578 || Clusters count: 15 || Log posterior: -2936.4784363496155 || Iter Time:0.016948938369750977 || Total time:30.938692331314087 Loading and distributing data: 0.000110 seconds (129 allocations: 13.133 KiB) Iteration: 1579 || Clusters count: 15 || Log posterior: -2955.359941764886 || Iter Time:0.012336969375610352 || Total time:30.951029300689697 Iteration: 1580 || Clusters count: 15 || Log posterior: -2933.851876136855 || Iter Time:0.016769886016845703 || Total time:30.967799186706543 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1581 || Clusters count: 15 || Log posterior: -2974.9380550662086 || Iter Time:0.012462139129638672 || Total time:30.98026132583618 Iteration: 1582 || Clusters count: 15 || Log posterior: -2947.7692307754146 || Iter Time:0.016529083251953125 || Total time:30.996790409088135 Loading and distributing data: 0.000110 seconds (129 allocations: 13.133 KiB) Iteration: 1583 || Clusters count: 15 || Log posterior: -2988.1026323406513 || Iter Time:0.011953115463256836 || Total time:31.00874352455139 Iteration: 1584 || Clusters count: 15 || Log posterior: -2964.4637516831317 || Iter Time:0.0161440372467041 || Total time:31.024887561798096 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1585 || Clusters count: 15 || Log posterior: -2981.754103726826 || Iter Time:0.011126041412353516 || Total time:31.03601360321045 Iteration: 1586 || Clusters count: 15 || Log posterior: -2946.9644250907377 || Iter Time:0.016125917434692383 || Total time:31.05213952064514 Loading and distributing data: 0.000111 seconds (129 allocations: 13.133 KiB) Iteration: 1587 || Clusters count: 15 || Log posterior: -3003.724222653904 || Iter Time:0.01489400863647461 || Total time:31.067033529281616 Iteration: 1588 || Clusters count: 15 || Log posterior: 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Clusters count: 15 || Log posterior: -2977.456472672537 || Iter Time:0.01409006118774414 || Total time:31.279165029525757 Iteration: 1600 || Clusters count: 15 || Log posterior: -2956.4565090601777 || Iter Time:0.01801013946533203 || Total time:31.29717516899109 Loading and distributing data: 0.000133 seconds (129 allocations: 13.133 KiB) Iteration: 1601 || Clusters count: 15 || Log posterior: -2975.6256711968726 || Iter Time:0.013012170791625977 || Total time:31.310187339782715 Iteration: 1602 || Clusters count: 15 || Log posterior: -2944.9769639266146 || Iter Time:0.01717090606689453 || Total time:31.32735824584961 Loading and distributing data: 0.000114 seconds (129 allocations: 13.133 KiB) Iteration: 1603 || Clusters count: 15 || Log posterior: -2954.7400186130258 || Iter Time:0.011577129364013672 || Total time:31.338935375213623 Iteration: 1604 || Clusters count: 15 || Log posterior: -2936.336821132066 || Iter Time:0.017101049423217773 || Total time:31.35603642463684 Loading and 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Clusters count: 15 || Log posterior: -2942.1901537208732 || Iter Time:0.013254880905151367 || Total time:31.63192105293274 Iteration: 1622 || Clusters count: 15 || Log posterior: -2916.059943120949 || Iter Time:0.038645029067993164 || Total time:31.670566082000732 Loading and distributing data: 0.000108 seconds (129 allocations: 13.133 KiB) Iteration: 1623 || Clusters count: 15 || Log posterior: -2931.188103060018 || Iter Time:0.01230001449584961 || Total time:31.682866096496582 Iteration: 1624 || Clusters count: 15 || Log posterior: -2908.5638440325974 || Iter Time:0.01705002784729004 || Total time:31.699916124343872 Loading and distributing data: 0.000116 seconds (129 allocations: 13.133 KiB) Iteration: 1625 || Clusters count: 15 || Log posterior: -2914.105552654545 || Iter Time:0.013950109481811523 || Total time:31.713866233825684 Iteration: 1626 || Clusters count: 15 || Log posterior: -2904.770283266322 || Iter Time:0.0185549259185791 || Total time:31.732421159744263 Loading and 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-2891.9644976825916 || Iter Time:0.018136024475097656 || Total time:31.8248450756073 Loading and distributing data: 0.000109 seconds (129 allocations: 13.133 KiB) Iteration: 1633 || Clusters count: 15 || Log posterior: -2951.1502993586537 || Iter Time:0.013204097747802734 || Total time:31.838049173355103 Iteration: 1634 || Clusters count: 15 || Log posterior: -2934.2882800867883 || Iter Time:0.018486976623535156 || Total time:31.856536149978638 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1635 || Clusters count: 15 || Log posterior: -2939.5178681931407 || Iter Time:0.01624011993408203 || Total time:31.87277626991272 Iteration: 1636 || Clusters count: 15 || Log posterior: -2918.250981912411 || Iter Time:0.017782926559448242 || Total time:31.890559196472168 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1637 || Clusters count: 15 || Log posterior: -2971.8606631642324 || Iter Time:0.012732982635498047 || 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|| Iter Time:0.01699686050415039 || Total time:32.196617126464844 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1655 || Clusters count: 15 || Log posterior: -2915.885446284254 || Iter Time:0.012957096099853516 || Total time:32.2095742225647 Iteration: 1656 || Clusters count: 15 || Log posterior: -2891.5711537537745 || Iter Time:0.01681995391845703 || Total time:32.226394176483154 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 1657 || Clusters count: 15 || Log posterior: -2923.283430336935 || Iter Time:0.014250993728637695 || Total time:32.24064517021179 Iteration: 1658 || Clusters count: 15 || Log posterior: -2887.7472367074183 || Iter Time:0.01850414276123047 || Total time:32.25914931297302 Loading and distributing data: 0.000114 seconds (129 allocations: 13.133 KiB) Iteration: 1659 || Clusters count: 16 || Log posterior: -2923.8338575918046 || Iter Time:0.014879941940307617 || Total 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|| Log posterior: -2990.8006839015025 || Iter Time:0.01420283317565918 || Total time:32.7579243183136 Iteration: 1688 || Clusters count: 15 || Log posterior: -2977.6854894333255 || Iter Time:0.01958012580871582 || Total time:32.777504444122314 Loading and distributing data: 0.000134 seconds (129 allocations: 13.133 KiB) Iteration: 1689 || Clusters count: 15 || Log posterior: -3018.2669438500425 || Iter Time:0.013339042663574219 || Total time:32.79084348678589 Iteration: 1690 || Clusters count: 15 || Log posterior: -2975.397362977336 || Iter Time:0.019732952117919922 || Total time:32.81057643890381 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1691 || Clusters count: 15 || Log posterior: -2948.6695620818855 || Iter Time:0.013915061950683594 || Total time:32.82449150085449 Iteration: 1692 || Clusters count: 15 || Log posterior: -2924.8479409015135 || Iter Time:0.021321773529052734 || Total time:32.845813274383545 Loading and distributing data: 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Iteration: 1704 || Clusters count: 15 || Log posterior: -2876.2022121199047 || Iter Time:0.01823592185974121 || Total time:33.06907248497009 Loading and distributing data: 0.000113 seconds (129 allocations: 13.133 KiB) Iteration: 1705 || Clusters count: 15 || Log posterior: -2974.7746153555254 || Iter Time:0.014570951461791992 || Total time:33.083643436431885 Iteration: 1706 || Clusters count: 15 || Log posterior: -2945.347524479486 || Iter Time:0.018227815628051758 || Total time:33.10187125205994 Loading and distributing data: 0.000133 seconds (129 allocations: 13.133 KiB) Iteration: 1707 || Clusters count: 15 || Log posterior: -2964.0811995678077 || Iter Time:0.013635873794555664 || Total time:33.11550712585449 Iteration: 1708 || Clusters count: 15 || Log posterior: -2938.8763468450015 || Iter Time:0.018690824508666992 || Total time:33.13419795036316 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1709 || Clusters count: 15 || Log posterior: 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|| Log posterior: -2930.0872141503887 || Iter Time:0.01620006561279297 || Total time:33.5338499546051 Iteration: 1732 || Clusters count: 15 || Log posterior: -2901.6429256171623 || Iter Time:0.02054619789123535 || Total time:33.55439615249634 Loading and distributing data: 0.000141 seconds (134 allocations: 13.289 KiB) Iteration: 1733 || Clusters count: 15 || Log posterior: -2969.3792136392335 || Iter Time:0.016283035278320312 || Total time:33.57067918777466 Iteration: 1734 || Clusters count: 15 || Log posterior: -2935.2448568856685 || Iter Time:0.019089937210083008 || Total time:33.58976912498474 Loading and distributing data: 0.000135 seconds (129 allocations: 13.133 KiB) Iteration: 1735 || Clusters count: 15 || Log posterior: -2961.855725346603 || Iter Time:0.013669013977050781 || Total time:33.60343813896179 Iteration: 1736 || Clusters count: 15 || Log posterior: -2938.46126927254 || Iter Time:0.017720937728881836 || Total time:33.621159076690674 Loading and distributing data: 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|| Log posterior: -2933.2274591130767 || Iter Time:0.01492619514465332 || Total time:33.92066550254822 Iteration: 1754 || Clusters count: 15 || Log posterior: -2899.8520211981963 || Iter Time:0.019063949584960938 || Total time:33.93972945213318 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1755 || Clusters count: 15 || Log posterior: -2932.0574797029944 || Iter Time:0.014300107955932617 || Total time:33.95402956008911 Iteration: 1756 || Clusters count: 15 || Log posterior: -2899.4528048406232 || Iter Time:0.0202181339263916 || Total time:33.9742476940155 Loading and distributing data: 0.000147 seconds (129 allocations: 13.133 KiB) Iteration: 1757 || Clusters count: 15 || Log posterior: -2935.320757023699 || Iter Time:0.015372037887573242 || Total time:33.989619731903076 Iteration: 1758 || Clusters count: 15 || Log posterior: -2922.790303124859 || Iter Time:0.021008014678955078 || Total time:34.01062774658203 Loading and distributing data: 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Iteration: 1770 || Clusters count: 15 || Log posterior: -2892.155030815987 || Iter Time:0.01857614517211914 || Total time:34.20776128768921 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 1771 || Clusters count: 15 || Log posterior: -2952.4794848702504 || Iter Time:0.014462947845458984 || Total time:34.22222423553467 Iteration: 1772 || Clusters count: 15 || Log posterior: -2918.251117432968 || Iter Time:0.019540071487426758 || Total time:34.241764307022095 Loading and distributing data: 0.000137 seconds (129 allocations: 13.133 KiB) Iteration: 1773 || Clusters count: 15 || Log posterior: -2950.070814972444 || Iter Time:0.015264034271240234 || Total time:34.257028341293335 Iteration: 1774 || Clusters count: 15 || Log posterior: -2916.800841896024 || Iter Time:0.018536090850830078 || Total time:34.275564432144165 Loading and distributing data: 0.000152 seconds (129 allocations: 13.133 KiB) Iteration: 1775 || Clusters count: 15 || Log posterior: 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|| Total time:34.501986265182495 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 1787 || Clusters count: 15 || Log posterior: -2969.553553066016 || Iter Time:0.014230966567993164 || Total time:34.51621723175049 Iteration: 1788 || Clusters count: 15 || Log posterior: -2940.681080034143 || Iter Time:0.018641948699951172 || Total time:34.53485918045044 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 1789 || Clusters count: 15 || Log posterior: -2972.873891069119 || Iter Time:0.013770103454589844 || Total time:34.54862928390503 Iteration: 1790 || Clusters count: 15 || Log posterior: -2961.0541982288682 || Iter Time:0.01916193962097168 || Total time:34.567791223526 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1791 || Clusters count: 15 || Log posterior: -2925.5874536328006 || Iter Time:0.016659021377563477 || Total time:34.584450244903564 Iteration: 1792 || Clusters 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Iteration: 1803 || Clusters count: 15 || Log posterior: -2958.358069803205 || Iter Time:0.013046026229858398 || Total time:34.78644895553589 Iteration: 1804 || Clusters count: 15 || Log posterior: -2942.840451432441 || Iter Time:0.01674199104309082 || Total time:34.80319094657898 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 1805 || Clusters count: 15 || Log posterior: -2954.8828743576387 || Iter Time:0.012969970703125 || Total time:34.816160917282104 Iteration: 1806 || Clusters count: 15 || Log posterior: -2929.3309631724273 || Iter Time:0.018002986907958984 || Total time:34.83416390419006 Loading and distributing data: 0.000135 seconds (129 allocations: 13.133 KiB) Iteration: 1807 || Clusters count: 16 || Log posterior: -2945.627558357292 || Iter Time:0.015259981155395508 || Total time:34.84942388534546 Iteration: 1808 || Clusters count: 16 || Log posterior: -2935.294706278331 || Iter Time:0.019205808639526367 || Total 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15 || Log posterior: -2944.351149916951 || Iter Time:0.01845693588256836 || Total time:34.96632361412048 Loading and distributing data: 0.000145 seconds (129 allocations: 13.133 KiB) Iteration: 1815 || Clusters count: 15 || Log posterior: -2869.6476732193532 || Iter Time:0.01384282112121582 || Total time:34.9801664352417 Iteration: 1816 || Clusters count: 15 || Log posterior: -2857.6346469474383 || Iter Time:0.01912713050842285 || Total time:34.99929356575012 Loading and distributing data: 0.000133 seconds (129 allocations: 13.133 KiB) Iteration: 1817 || Clusters count: 15 || Log posterior: -2860.8626343696997 || Iter Time:0.015941143035888672 || Total time:35.01523470878601 Iteration: 1818 || Clusters count: 15 || Log posterior: -2845.963439594373 || Iter Time:0.04214286804199219 || Total time:35.057377576828 Loading and distributing data: 0.000149 seconds (129 allocations: 13.133 KiB) Iteration: 1819 || Clusters count: 15 || Log posterior: -2856.654742864306 || Iter Time:0.016005992889404297 || Total time:35.07338356971741 Iteration: 1820 || Clusters count: 15 || Log posterior: -2834.7801577174873 || Iter Time:0.019669055938720703 || Total time:35.09305262565613 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1821 || Clusters count: 15 || Log posterior: -2893.938899766954 || Iter Time:0.014346122741699219 || Total time:35.10739874839783 Iteration: 1822 || Clusters count: 15 || Log posterior: -2888.144790252634 || Iter Time:0.019147872924804688 || Total time:35.12654662132263 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 1823 || Clusters count: 15 || Log posterior: -2927.157767840399 || Iter Time:0.015134096145629883 || Total time:35.14168071746826 Iteration: 1824 || Clusters count: 15 || Log posterior: -2894.935585239702 || Iter Time:0.019207000732421875 || Total time:35.160887718200684 Loading and distributing data: 0.000134 seconds (129 allocations: 13.133 KiB) Iteration: 1825 || Clusters count: 15 || Log posterior: -2928.1057154558694 || Iter Time:0.014326095581054688 || Total time:35.17521381378174 Iteration: 1826 || Clusters count: 15 || Log posterior: -2903.155029274947 || Iter Time:0.01858997344970703 || Total time:35.193803787231445 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 1827 || Clusters count: 15 || Log posterior: -2891.2020712910808 || Iter Time:0.013763904571533203 || Total time:35.20756769180298 Iteration: 1828 || Clusters count: 15 || Log posterior: -2877.6233876717442 || Iter Time:0.01970505714416504 || Total time:35.227272748947144 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 1829 || Clusters count: 15 || Log posterior: -2911.4890512062493 || Iter Time:0.014974832534790039 || Total time:35.242247581481934 Iteration: 1830 || Clusters count: 15 || Log posterior: -2901.3488228778942 || Iter Time:0.01913285255432129 || Total 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15 || Log posterior: -2892.737798457264 || Iter Time:0.018381834030151367 || Total time:35.35968089103699 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1837 || Clusters count: 15 || Log posterior: -2924.992442229071 || Iter Time:0.01273488998413086 || Total time:35.37241578102112 Iteration: 1838 || Clusters count: 15 || Log posterior: -2901.764365220169 || Iter Time:0.0181119441986084 || Total time:35.39052772521973 Loading and distributing data: 0.000149 seconds (129 allocations: 13.133 KiB) Iteration: 1839 || Clusters count: 15 || Log posterior: -2917.978516807315 || Iter Time:0.01471710205078125 || Total time:35.40524482727051 Iteration: 1840 || Clusters count: 15 || Log posterior: -2902.5766065017424 || Iter Time:0.017651081085205078 || Total time:35.42289590835571 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1841 || Clusters count: 15 || Log posterior: -2983.431124814359 || Iter 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Iteration: 1847 || Clusters count: 15 || Log posterior: -2955.1909595852558 || Iter Time:0.013030052185058594 || Total time:35.52597093582153 Iteration: 1848 || Clusters count: 15 || Log posterior: -2934.214029614451 || Iter Time:0.017426013946533203 || Total time:35.543396949768066 Loading and distributing data: 0.000136 seconds (129 allocations: 13.133 KiB) Iteration: 1849 || Clusters count: 15 || Log posterior: -2943.6223792131264 || Iter Time:0.014353036880493164 || Total time:35.55774998664856 Iteration: 1850 || Clusters count: 15 || Log posterior: -2905.257214896954 || Iter Time:0.018262147903442383 || Total time:35.576012134552 Loading and distributing data: 0.000156 seconds (129 allocations: 13.133 KiB) Iteration: 1851 || Clusters count: 15 || Log posterior: -2932.315666736503 || Iter Time:0.03753185272216797 || Total time:35.61354398727417 Iteration: 1852 || Clusters count: 15 || Log posterior: -2909.4348070415394 || Iter Time:0.019001007080078125 || Total time:35.63254499435425 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1853 || Clusters count: 15 || Log posterior: -2911.897777121221 || Iter Time:0.013170957565307617 || Total time:35.645715951919556 Iteration: 1854 || Clusters count: 15 || Log posterior: -2880.819728889191 || Iter Time:0.01905989646911621 || Total time:35.66477584838867 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1855 || Clusters count: 15 || Log posterior: -2947.334108768554 || Iter Time:0.01350712776184082 || Total time:35.67828297615051 Iteration: 1856 || Clusters count: 15 || Log posterior: -2917.448940825279 || Iter Time:0.018213987350463867 || Total time:35.69649696350098 Loading and distributing data: 0.000132 seconds (129 allocations: 13.133 KiB) Iteration: 1857 || Clusters count: 16 || Log posterior: -3022.223861709749 || Iter Time:0.013895034790039062 || Total time:35.710391998291016 Iteration: 1858 || Clusters count: 16 || Log posterior: -2981.980845030945 || Iter Time:0.018478870391845703 || Total time:35.72887086868286 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1859 || Clusters count: 16 || Log posterior: -2987.4685721826218 || Iter Time:0.013445138931274414 || Total time:35.742316007614136 Iteration: 1860 || Clusters count: 16 || Log posterior: -2959.0112463013847 || Iter Time:0.018959999084472656 || Total time:35.76127600669861 Loading and distributing data: 0.000132 seconds (129 allocations: 13.133 KiB) Iteration: 1861 || Clusters count: 16 || Log posterior: -3010.261786199416 || Iter Time:0.013092994689941406 || Total time:35.77436900138855 Iteration: 1862 || Clusters count: 16 || Log posterior: -2995.734432139733 || Iter Time:0.0191800594329834 || Total time:35.79354906082153 Loading and distributing data: 0.000141 seconds (129 allocations: 13.133 KiB) Iteration: 1863 || Clusters count: 16 || Log posterior: -2988.528055365922 || Iter Time:0.01358795166015625 || Total time:35.80713701248169 Iteration: 1864 || Clusters count: 15 || Log posterior: -2950.2879836212187 || Iter Time:0.019200801849365234 || Total time:35.826337814331055 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1865 || Clusters count: 15 || Log posterior: -2955.970348724782 || Iter Time:0.013626813888549805 || Total time:35.839964628219604 Iteration: 1866 || Clusters count: 15 || Log posterior: -2930.068665405191 || Iter Time:0.01872396469116211 || Total time:35.85868859291077 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 1867 || Clusters count: 15 || Log posterior: -2964.2585412516282 || Iter Time:0.014611005783081055 || Total time:35.87329959869385 Iteration: 1868 || Clusters count: 15 || Log posterior: -2929.9711655469787 || Iter Time:0.020294904708862305 || Total time:35.89359450340271 Loading and distributing data: 0.000136 seconds (129 allocations: 13.133 KiB) Iteration: 1869 || Clusters count: 16 || Log posterior: -2969.25234925523 || Iter Time:0.015553951263427734 || Total time:35.90914845466614 Iteration: 1870 || Clusters count: 15 || Log posterior: -2943.1505520826677 || Iter Time:0.020412206649780273 || Total time:35.92956066131592 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1871 || Clusters count: 15 || Log posterior: -2979.897518962484 || Iter Time:0.014849185943603516 || Total time:35.94440984725952 Iteration: 1872 || Clusters count: 15 || Log posterior: -2941.572636436509 || Iter Time:0.018212080001831055 || Total time:35.96262192726135 Loading and distributing data: 0.000148 seconds (129 allocations: 13.133 KiB) Iteration: 1873 || Clusters count: 15 || Log posterior: -3004.477260576377 || Iter Time:0.014781951904296875 || Total time:35.97740387916565 Iteration: 1874 || Clusters count: 15 || Log posterior: -2949.1886518052393 || Iter Time:0.018813133239746094 || Total time:35.996217012405396 Loading and distributing data: 0.000136 seconds (129 allocations: 13.133 KiB) Iteration: 1875 || Clusters count: 15 || Log posterior: -2960.635489880173 || Iter Time:0.013670921325683594 || Total time:36.00988793373108 Iteration: 1876 || Clusters count: 15 || Log posterior: -2933.188853610125 || Iter Time:0.019054889678955078 || Total time:36.028942823410034 Loading and distributing data: 0.000135 seconds (129 allocations: 13.133 KiB) Iteration: 1877 || Clusters count: 15 || Log posterior: -2975.266371528986 || Iter Time:0.014479875564575195 || Total time:36.04342269897461 Iteration: 1878 || Clusters count: 15 || Log posterior: -2946.9872704101517 || Iter Time:0.01953887939453125 || Total time:36.06296157836914 Loading and distributing data: 0.000146 seconds (129 allocations: 13.133 KiB) Iteration: 1879 || Clusters count: 15 || Log posterior: -2966.7474222451965 || Iter Time:0.014859914779663086 || Total time:36.077821493148804 Iteration: 1880 || Clusters count: 15 || Log posterior: -2927.675454626772 || Iter Time:0.02025890350341797 || Total time:36.09808039665222 Loading and distributing data: 0.000134 seconds (129 allocations: 13.133 KiB) Iteration: 1881 || Clusters count: 15 || Log posterior: -2900.219308235174 || Iter Time:0.02379298210144043 || Total time:36.12187337875366 Iteration: 1882 || Clusters count: 15 || Log posterior: -2874.801565976139 || Iter Time:0.023707866668701172 || Total time:36.14558124542236 Loading and distributing data: 0.000138 seconds (129 allocations: 13.133 KiB) Iteration: 1883 || Clusters count: 15 || Log posterior: -2865.207392572499 || Iter Time:0.01526188850402832 || Total time:36.16084313392639 Iteration: 1884 || Clusters count: 15 || Log posterior: -2853.3806155258885 || Iter Time:0.01856708526611328 || Total time:36.179410219192505 Loading and distributing data: 0.000136 seconds (129 allocations: 13.133 KiB) Iteration: 1885 || Clusters count: 15 || Log posterior: -2951.5312532287194 || Iter Time:0.03749203681945801 || Total time:36.21690225601196 Iteration: 1886 || Clusters count: 15 || Log posterior: -2917.6464189729654 || Iter Time:0.018169879913330078 || Total time:36.23507213592529 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 1887 || Clusters count: 15 || Log posterior: -2945.3399061571813 || Iter Time:0.012871026992797852 || Total time:36.24794316291809 Iteration: 1888 || Clusters count: 15 || Log posterior: -2927.307131788686 || Iter Time:0.018407106399536133 || Total time:36.26635026931763 Loading and distributing data: 0.000142 seconds (129 allocations: 13.133 KiB) Iteration: 1889 || Clusters count: 15 || Log posterior: -2945.8822894475325 || Iter Time:0.013298988342285156 || Total time:36.27964925765991 Iteration: 1890 || Clusters count: 15 || Log posterior: -2912.223644031663 || Iter Time:0.018178939819335938 || Total time:36.29782819747925 Loading and distributing data: 0.000132 seconds (129 allocations: 13.133 KiB) Iteration: 1891 || Clusters count: 15 || Log posterior: -2968.816722049011 || Iter Time:0.013061046600341797 || Total time:36.31088924407959 Iteration: 1892 || Clusters count: 15 || Log posterior: -2952.083783269061 || Iter Time:0.018687963485717773 || Total time:36.32957720756531 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1893 || Clusters count: 15 || Log posterior: -2940.509822467467 || Iter Time:0.013985157012939453 || Total time:36.34356236457825 Iteration: 1894 || Clusters count: 15 || Log posterior: -2934.703042521786 || Iter Time:0.01868891716003418 || Total time:36.36225128173828 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1895 || Clusters count: 15 || Log posterior: -2960.0563424307497 || Iter Time:0.015146970748901367 || Total time:36.37739825248718 Iteration: 1896 || Clusters count: 15 || Log posterior: -2926.841826043387 || Iter Time:0.021059036254882812 || Total time:36.398457288742065 Loading and distributing data: 0.000144 seconds (129 allocations: 13.133 KiB) Iteration: 1897 || Clusters count: 15 || Log posterior: -2933.2459183968663 || Iter Time:0.015995025634765625 || Total time:36.41445231437683 Iteration: 1898 || Clusters count: 15 || Log posterior: -2907.5983784039176 || Iter Time:0.020274877548217773 || Total time:36.43472719192505 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 1899 || Clusters count: 15 || Log posterior: -2938.2306333456945 || Iter Time:0.01570296287536621 || Total time:36.450430154800415 Iteration: 1900 || Clusters count: 15 || Log posterior: -2905.16752080212 || Iter Time:0.020976781845092773 || Total time:36.47140693664551 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1901 || Clusters count: 16 || Log posterior: -2915.742825487012 || Iter Time:0.015372037887573242 || Total time:36.48677897453308 Iteration: 1902 || Clusters count: 16 || Log posterior: -2885.1422029840132 || Iter Time:0.020260095596313477 || Total time:36.507039070129395 Loading and distributing data: 0.000132 seconds (129 allocations: 13.133 KiB) Iteration: 1903 || Clusters count: 16 || Log posterior: -2910.8725742019606 || Iter Time:0.014798164367675781 || Total time:36.52183723449707 Iteration: 1904 || Clusters count: 16 || Log posterior: -2885.861543696691 || Iter Time:0.019672870635986328 || Total time:36.54151010513306 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1905 || Clusters count: 15 || Log posterior: -2941.522920568219 || Iter Time:0.014611005783081055 || Total time:36.55612111091614 Iteration: 1906 || Clusters count: 15 || Log posterior: -2929.1004054775367 || Iter Time:0.018519163131713867 || Total time:36.57464027404785 Loading and distributing data: 0.000141 seconds (129 allocations: 13.133 KiB) Iteration: 1907 || Clusters count: 15 || Log posterior: -2941.672456402546 || Iter Time:0.013979196548461914 || Total time:36.58861947059631 Iteration: 1908 || Clusters count: 15 || Log posterior: -2913.994108253773 || Iter Time:0.0188138484954834 || Total time:36.6074333190918 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1909 || Clusters count: 15 || Log posterior: -2911.869154244354 || Iter Time:0.013370037078857422 || Total time:36.620803356170654 Iteration: 1910 || Clusters count: 15 || Log posterior: -2883.8412710937587 || Iter Time:0.019923925399780273 || Total time:36.640727281570435 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1911 || Clusters count: 15 || Log posterior: -2928.321620997957 || Iter Time:0.013722896575927734 || Total time:36.65445017814636 Iteration: 1912 || Clusters count: 15 || Log posterior: -2897.1262463293206 || Iter Time:0.018018007278442383 || Total time:36.672468185424805 Loading and distributing data: 0.000117 seconds (129 allocations: 13.133 KiB) Iteration: 1913 || Clusters count: 15 || Log posterior: -2952.9050559992615 || Iter Time:0.012686014175415039 || Total time:36.68515419960022 Iteration: 1914 || Clusters count: 15 || Log posterior: -2933.2073197472614 || Iter Time:0.018466949462890625 || Total time:36.70362114906311 Loading and distributing data: 0.000137 seconds (129 allocations: 13.133 KiB) Iteration: 1915 || Clusters count: 15 || Log posterior: -2934.5597559937924 || Iter Time:0.01365804672241211 || Total time:36.71727919578552 Iteration: 1916 || Clusters count: 15 || Log posterior: -2907.2596038989223 || Iter Time:0.019755840301513672 || Total time:36.737035036087036 Loading and distributing data: 0.000137 seconds (129 allocations: 13.133 KiB) Iteration: 1917 || Clusters count: 15 || Log posterior: -2917.3815981667117 || Iter Time:0.014906883239746094 || Total time:36.75194191932678 Iteration: 1918 || Clusters count: 15 || Log posterior: -2884.4358635515227 || Iter Time:0.046569108963012695 || Total time:36.798511028289795 Loading and distributing data: 0.000145 seconds (129 allocations: 13.133 KiB) Iteration: 1919 || Clusters count: 15 || Log posterior: -2949.226659069371 || Iter Time:0.015496015548706055 || Total time:36.8140070438385 Iteration: 1920 || Clusters count: 15 || Log posterior: -2921.582523797481 || Iter Time:0.020164012908935547 || Total time:36.83417105674744 Loading and distributing data: 0.000162 seconds (129 allocations: 13.133 KiB) Iteration: 1921 || Clusters count: 16 || Log posterior: -3003.638785389885 || Iter Time:0.01446390151977539 || Total time:36.84863495826721 Iteration: 1922 || Clusters count: 16 || Log posterior: -2957.708261785306 || Iter Time:0.01831197738647461 || Total time:36.86694693565369 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1923 || Clusters count: 15 || Log posterior: -2952.6627130632683 || Iter Time:0.012666940689086914 || Total time:36.87961387634277 Iteration: 1924 || Clusters count: 15 || Log posterior: -2913.1146637051747 || Iter Time:0.018017053604125977 || Total time:36.8976309299469 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 1925 || Clusters count: 15 || Log posterior: -2908.674027899531 || Iter Time:0.01347494125366211 || Total time:36.91110587120056 Iteration: 1926 || Clusters count: 15 || Log posterior: -2890.58575559159 || Iter Time:0.018633127212524414 || Total time:36.929738998413086 Loading and distributing data: 0.000143 seconds (129 allocations: 13.133 KiB) Iteration: 1927 || Clusters count: 15 || Log posterior: -2920.2745948854026 || Iter Time:0.014733076095581055 || Total time:36.94447207450867 Iteration: 1928 || Clusters count: 15 || Log posterior: -2904.6639695026784 || Iter Time:0.018403053283691406 || Total time:36.96287512779236 Loading and distributing data: 0.000117 seconds (129 allocations: 13.133 KiB) Iteration: 1929 || Clusters count: 15 || Log posterior: -2964.114013933627 || Iter Time:0.01332998275756836 || Total time:36.97620511054993 Iteration: 1930 || Clusters count: 15 || Log posterior: -2938.218064376728 || Iter Time:0.018846988677978516 || Total time:36.995052099227905 Loading and distributing data: 0.000141 seconds (129 allocations: 13.133 KiB) Iteration: 1931 || Clusters count: 15 || Log posterior: -2971.70318201425 || Iter Time:0.014937162399291992 || Total time:37.0099892616272 Iteration: 1932 || Clusters count: 15 || Log posterior: -2957.99674770549 || Iter Time:0.019778013229370117 || Total time:37.02976727485657 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 1933 || Clusters count: 15 || Log posterior: -2968.194418276893 || Iter Time:0.014726877212524414 || Total time:37.04449415206909 Iteration: 1934 || Clusters count: 15 || Log posterior: -2951.31537021114 || Iter Time:0.020565032958984375 || Total time:37.065059185028076 Loading and distributing data: 0.000142 seconds (129 allocations: 13.133 KiB) Iteration: 1935 || Clusters count: 15 || Log posterior: -2889.5485301658628 || Iter Time:0.016520977020263672 || Total time:37.08158016204834 Iteration: 1936 || Clusters count: 15 || Log posterior: -2879.821171589475 || Iter Time:0.021113872528076172 || Total time:37.102694034576416 Loading and distributing data: 0.000143 seconds (129 allocations: 13.133 KiB) Iteration: 1937 || Clusters count: 15 || Log posterior: -2923.7516143567814 || Iter Time:0.01661396026611328 || Total time:37.11930799484253 Iteration: 1938 || Clusters count: 15 || Log posterior: -2892.698452028399 || Iter Time:0.01984715461730957 || Total time:37.13915514945984 Loading and distributing data: 0.000136 seconds (129 allocations: 13.133 KiB) Iteration: 1939 || Clusters count: 15 || Log posterior: -2947.241478543445 || Iter Time:0.013993024826049805 || Total time:37.15314817428589 Iteration: 1940 || Clusters count: 15 || Log posterior: -2911.2531567627325 || Iter Time:0.01906895637512207 || Total time:37.17221713066101 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 1941 || Clusters count: 15 || Log posterior: -2965.1786481142362 || Iter Time:0.014657020568847656 || Total time:37.18687415122986 Iteration: 1942 || Clusters count: 15 || Log posterior: -2941.9728169917726 || Iter Time:0.01932692527770996 || Total time:37.20620107650757 Loading and distributing data: 0.000142 seconds (129 allocations: 13.133 KiB) Iteration: 1943 || Clusters count: 15 || Log posterior: -2925.828439013173 || Iter Time:0.015733957290649414 || Total time:37.22193503379822 Iteration: 1944 || Clusters count: 15 || Log posterior: -2910.9322071491497 || Iter Time:0.019510984420776367 || Total time:37.241446018218994 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 1945 || Clusters count: 15 || Log posterior: -2928.160826770803 || Iter Time:0.015447854995727539 || Total time:37.25689387321472 Iteration: 1946 || Clusters count: 15 || Log posterior: -2898.169756802229 || Iter Time:0.019032001495361328 || Total time:37.27592587471008 Loading and distributing data: 0.000142 seconds (129 allocations: 13.133 KiB) Iteration: 1947 || Clusters count: 15 || Log posterior: -2961.5837144966035 || Iter Time:0.015153884887695312 || Total time:37.29107975959778 Iteration: 1948 || Clusters count: 15 || Log posterior: -2919.388824746153 || Iter Time:0.02028512954711914 || Total time:37.3113648891449 Loading and distributing data: 0.000141 seconds (129 allocations: 13.133 KiB) Iteration: 1949 || Clusters count: 15 || Log posterior: -2980.882789090723 || Iter Time:0.014657020568847656 || Total time:37.326021909713745 Iteration: 1950 || Clusters count: 15 || Log posterior: -2969.3160051778796 || Iter Time:0.024716854095458984 || Total time:37.350738763809204 Loading and distributing data: 0.000176 seconds (129 allocations: 13.133 KiB) Iteration: 1951 || Clusters count: 15 || Log posterior: -2966.3654676673996 || Iter Time:0.017104148864746094 || Total time:37.36784291267395 Iteration: 1952 || Clusters count: 15 || Log posterior: -2945.068384425004 || Iter Time:0.02053999900817871 || Total time:37.38838291168213 Loading and distributing data: 0.000164 seconds (129 allocations: 13.133 KiB) Iteration: 1953 || Clusters count: 15 || Log posterior: -2965.2442446950104 || Iter Time:0.03956294059753418 || Total time:37.42794585227966 Iteration: 1954 || Clusters count: 15 || Log posterior: -2946.1289631949653 || Iter Time:0.019410133361816406 || Total time:37.44735598564148 Loading and distributing data: 0.000185 seconds (129 allocations: 13.133 KiB) Iteration: 1955 || Clusters count: 15 || Log posterior: -2988.79163774574 || Iter Time:0.015542030334472656 || Total time:37.46289801597595 Iteration: 1956 || Clusters count: 15 || Log posterior: -2957.58709591256 || Iter Time:0.020922183990478516 || Total time:37.48382019996643 Loading and distributing data: 0.000137 seconds (129 allocations: 13.133 KiB) Iteration: 1957 || Clusters count: 15 || Log posterior: -2964.6939438601976 || Iter Time:0.014427900314331055 || Total time:37.49824810028076 Iteration: 1958 || Clusters count: 15 || Log posterior: -2941.142389797258 || Iter Time:0.019277095794677734 || Total time:37.51752519607544 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 1959 || Clusters count: 15 || Log posterior: -2983.769201534049 || Iter Time:0.014061927795410156 || Total time:37.53158712387085 Iteration: 1960 || Clusters count: 15 || Log posterior: -2968.9901064590745 || Iter Time:0.01912212371826172 || Total time:37.55070924758911 Loading and distributing data: 0.000132 seconds (129 allocations: 13.133 KiB) Iteration: 1961 || Clusters count: 15 || Log posterior: -2952.724774638091 || Iter Time:0.014158964157104492 || Total time:37.564868211746216 Iteration: 1962 || Clusters count: 15 || Log posterior: -2923.1300219861987 || Iter Time:0.01861405372619629 || Total time:37.58348226547241 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1963 || Clusters count: 15 || Log posterior: -2937.055198875464 || Iter Time:0.014781951904296875 || Total time:37.59826421737671 Iteration: 1964 || Clusters count: 15 || Log posterior: -2923.808361547475 || Iter Time:0.018685102462768555 || Total time:37.61694931983948 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1965 || Clusters count: 15 || Log posterior: -2982.793483225399 || Iter Time:0.014015913009643555 || Total time:37.63096523284912 Iteration: 1966 || Clusters count: 15 || Log posterior: -2959.294386327599 || Iter Time:0.018741846084594727 || Total time:37.649707078933716 Loading and distributing data: 0.000117 seconds (129 allocations: 13.133 KiB) Iteration: 1967 || Clusters count: 15 || Log posterior: -3015.3386665807566 || Iter Time:0.01365518569946289 || Total time:37.66336226463318 Iteration: 1968 || Clusters count: 15 || Log posterior: -2990.1497590774347 || Iter Time:0.019394874572753906 || Total time:37.68275713920593 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 1969 || Clusters count: 15 || Log posterior: -3033.2783372718823 || Iter Time:0.014516830444335938 || Total time:37.69727396965027 Iteration: 1970 || Clusters count: 15 || Log posterior: -2987.558473966589 || Iter Time:0.018522977828979492 || Total time:37.71579694747925 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1971 || Clusters count: 15 || Log posterior: -2959.714746426975 || Iter Time:0.013997077941894531 || Total time:37.72979402542114 Iteration: 1972 || Clusters count: 15 || Log posterior: -2935.264158628872 || Iter Time:0.019561052322387695 || Total time:37.74935507774353 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1973 || Clusters count: 15 || Log posterior: -2905.9311792149265 || Iter Time:0.014678001403808594 || Total time:37.76403307914734 Iteration: 1974 || Clusters count: 15 || Log posterior: -2893.3253479788245 || Iter Time:0.019336938858032227 || Total time:37.78337001800537 Loading and distributing data: 0.000119 seconds (129 allocations: 13.133 KiB) Iteration: 1975 || Clusters count: 15 || Log posterior: -2941.7116896562948 || Iter Time:0.013787031173706055 || Total time:37.79715704917908 Iteration: 1976 || Clusters count: 15 || Log posterior: -2914.1191580687173 || Iter Time:0.019580841064453125 || Total time:37.81673789024353 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 1977 || Clusters count: 15 || Log posterior: -2940.7750448999986 || Iter Time:0.014338970184326172 || Total time:37.831076860427856 Iteration: 1978 || Clusters count: 15 || Log posterior: -2911.8158628462315 || Iter Time:0.019021034240722656 || Total time:37.85009789466858 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1979 || Clusters count: 15 || Log posterior: -2956.250048738751 || Iter Time:0.013713836669921875 || Total time:37.8638117313385 Iteration: 1980 || Clusters count: 15 || Log posterior: -2918.36443724975 || Iter Time:0.0188140869140625 || Total time:37.88262581825256 Loading and distributing data: 0.000149 seconds (129 allocations: 13.133 KiB) Iteration: 1981 || Clusters count: 15 || Log posterior: -2949.0759393026074 || Iter Time:0.01453709602355957 || Total time:37.89716291427612 Iteration: 1982 || Clusters count: 15 || Log posterior: -2942.762278976675 || Iter Time:0.01926708221435547 || Total time:37.91642999649048 Loading and distributing data: 0.000132 seconds (129 allocations: 13.133 KiB) Iteration: 1983 || Clusters count: 15 || Log posterior: -2957.8149634261185 || Iter Time:0.01523900032043457 || Total time:37.93166899681091 Iteration: 1984 || Clusters count: 15 || Log posterior: -2934.257212251276 || Iter Time:0.019745826721191406 || Total time:37.951414823532104 Loading and distributing data: 0.000134 seconds (129 allocations: 13.133 KiB) Iteration: 1985 || Clusters count: 15 || Log posterior: -2948.4466486340734 || Iter Time:0.01522684097290039 || Total time:37.966641664505005 Iteration: 1986 || Clusters count: 15 || Log posterior: -2927.303979913179 || Iter Time:0.019855976104736328 || Total time:37.98649764060974 Loading and distributing data: 0.000134 seconds (129 allocations: 13.133 KiB) Iteration: 1987 || Clusters count: 15 || Log posterior: -2924.6195067464773 || Iter Time:0.0391240119934082 || Total time:38.02562165260315 Iteration: 1988 || Clusters count: 15 || Log posterior: -2901.434860309064 || Iter Time:0.02129197120666504 || Total time:38.046913623809814 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1989 || Clusters count: 15 || Log posterior: -2925.526340586942 || Iter Time:0.015581846237182617 || Total time:38.062495470047 Iteration: 1990 || Clusters count: 15 || Log posterior: -2911.5344672725814 || Iter Time:0.019835948944091797 || Total time:38.08233141899109 Loading and distributing data: 0.000134 seconds (129 allocations: 13.133 KiB) Iteration: 1991 || Clusters count: 15 || Log posterior: -2954.2776454676537 || Iter Time:0.015873193740844727 || Total time:38.098204612731934 Iteration: 1992 || Clusters count: 15 || Log posterior: -2926.0838516312365 || Iter Time:0.019891023635864258 || Total time:38.1180956363678 Loading and distributing data: 0.000133 seconds (129 allocations: 13.133 KiB) Iteration: 1993 || Clusters count: 15 || Log posterior: -2915.1007431389667 || Iter Time:0.015427112579345703 || Total time:38.133522748947144 Iteration: 1994 || Clusters count: 15 || Log posterior: -2893.2924860498247 || Iter Time:0.019122838973999023 || Total time:38.15264558792114 Loading and distributing data: 0.000119 seconds (129 allocations: 13.133 KiB) Iteration: 1995 || Clusters count: 15 || Log posterior: -2930.4543392061305 || Iter Time:0.015496969223022461 || Total time:38.168142557144165 Iteration: 1996 || Clusters count: 15 || Log posterior: -2917.144987133757 || Iter Time:0.03352022171020508 || Total time:38.20166277885437 Loading and distributing data: 0.000230 seconds (129 allocations: 13.133 KiB) Iteration: 1997 || Clusters count: 15 || Log posterior: -2891.252728249971 || Iter Time:0.017096996307373047 || Total time:38.21875977516174 Iteration: 1998 || Clusters count: 15 || Log posterior: -2873.428895718407 || Iter Time:0.02070903778076172 || Total time:38.239468812942505 Loading and distributing data: 0.000198 seconds (129 allocations: 13.133 KiB) Iteration: 1999 || Clusters count: 15 || Log posterior: -2924.277209629268 || Iter Time:0.015508890151977539 || Total time:38.25497770309448 Iteration: 2000 || Clusters count: 15 || Log posterior: -2898.821751427179 || Iter Time:0.02036309242248535 || Total time:38.27534079551697 Loading and distributing data: 0.000151 seconds (129 allocations: 13.133 KiB) Iteration: 2001 || Clusters count: 15 || Log posterior: -2958.7844819367674 || Iter Time:0.014615058898925781 || Total time:38.289955854415894 Iteration: 2002 || Clusters count: 15 || Log posterior: -2931.138072719749 || Iter Time:0.020409107208251953 || Total time:38.310364961624146 Loading and distributing data: 0.000153 seconds (129 allocations: 13.133 KiB) Iteration: 2003 || Clusters count: 15 || Log posterior: -2938.413711138113 || Iter Time:0.014597892761230469 || Total time:38.324962854385376 Iteration: 2004 || Clusters count: 15 || Log posterior: -2918.2786953233403 || Iter Time:0.01976299285888672 || Total time:38.34472584724426 Loading and distributing data: 0.000144 seconds (129 allocations: 13.133 KiB) Iteration: 2005 || Clusters count: 15 || Log posterior: -2950.714934245177 || Iter Time:0.017887115478515625 || Total time:38.36261296272278 Iteration: 2006 || Clusters count: 15 || Log posterior: -2926.876059533737 || Iter Time:0.021806955337524414 || Total time:38.3844199180603 Loading and distributing data: 0.000138 seconds (129 allocations: 13.133 KiB) Iteration: 2007 || Clusters count: 16 || Log posterior: -2975.5174055560788 || Iter Time:0.017103910446166992 || Total time:38.40152382850647 Iteration: 2008 || Clusters count: 16 || Log posterior: -2953.8637500051577 || Iter Time:0.02238297462463379 || Total time:38.4239068031311 Loading and distributing data: 0.000161 seconds (129 allocations: 13.133 KiB) Iteration: 2009 || Clusters count: 16 || Log posterior: -2969.6877118842935 || Iter Time:0.01731085777282715 || Total time:38.44121766090393 Iteration: 2010 || Clusters count: 16 || Log posterior: -2929.5881089242594 || Iter Time:0.02223801612854004 || Total time:38.46345567703247 Loading and distributing data: 0.000165 seconds (129 allocations: 13.133 KiB) Iteration: 2011 || Clusters count: 16 || Log posterior: -2987.543020185009 || Iter Time:0.01687788963317871 || Total time:38.48033356666565 Iteration: 2012 || Clusters count: 15 || Log posterior: -2948.646726348524 || Iter Time:0.021353960037231445 || Total time:38.50168752670288 Loading and distributing data: 0.000145 seconds (129 allocations: 13.133 KiB) Iteration: 2013 || Clusters count: 15 || Log posterior: -2952.2768857492406 || Iter Time:0.015479087829589844 || Total time:38.51716661453247 Iteration: 2014 || Clusters count: 15 || Log posterior: -2922.10820320398 || Iter Time:0.02010202407836914 || Total time:38.53726863861084 Loading and distributing data: 0.000157 seconds (129 allocations: 13.133 KiB) Iteration: 2015 || Clusters count: 15 || Log posterior: -2934.881740600651 || Iter Time:0.01586008071899414 || Total time:38.553128719329834 Iteration: 2016 || Clusters count: 15 || Log posterior: -2914.6392183391763 || Iter Time:0.020953893661499023 || Total time:38.57408261299133 Loading and distributing data: 0.000146 seconds (129 allocations: 13.133 KiB) Iteration: 2017 || Clusters count: 15 || Log posterior: -2945.7893257366245 || Iter Time:0.015204906463623047 || Total time:38.589287519454956 Iteration: 2018 || Clusters count: 15 || Log posterior: -2923.413175605169 || Iter Time:0.02049088478088379 || Total time:38.60977840423584 Loading and distributing data: 0.000142 seconds (129 allocations: 13.133 KiB) Iteration: 2019 || Clusters count: 15 || Log posterior: -2854.4891598124036 || Iter Time:0.01479196548461914 || Total time:38.62457036972046 Iteration: 2020 || Clusters count: 15 || Log posterior: -2844.571492203691 || Iter Time:0.05954599380493164 || Total time:38.68411636352539 Loading and distributing data: 0.000151 seconds (129 allocations: 13.133 KiB) Iteration: 2021 || Clusters count: 15 || Log posterior: -2898.7913931161647 || Iter Time:0.01542806625366211 || Total time:38.69954442977905 Iteration: 2022 || Clusters count: 15 || Log posterior: -2875.819745646599 || Iter Time:0.02157902717590332 || Total time:38.721123456954956 Loading and distributing data: 0.000138 seconds (129 allocations: 13.133 KiB) Iteration: 2023 || Clusters count: 15 || Log posterior: -2916.8295695302804 || Iter Time:0.016032934188842773 || Total time:38.7371563911438 Iteration: 2024 || Clusters count: 15 || Log posterior: -2888.3691451956774 || Iter Time:0.01987600326538086 || Total time:38.75703239440918 Loading and distributing data: 0.000154 seconds (129 allocations: 13.133 KiB) Iteration: 2025 || Clusters count: 15 || Log posterior: -2945.019953495811 || Iter Time:0.013844013214111328 || Total time:38.77087640762329 Iteration: 2026 || Clusters count: 15 || Log posterior: -2932.9590635243667 || Iter Time:0.017750024795532227 || Total time:38.78862643241882 Loading and distributing data: 0.000138 seconds (129 allocations: 13.133 KiB) Iteration: 2027 || Clusters count: 15 || Log posterior: -2975.2478311582395 || Iter Time:0.013015985488891602 || Total time:38.801642417907715 Iteration: 2028 || Clusters count: 15 || Log posterior: -2957.8676488666965 || Iter Time:0.01940298080444336 || Total time:38.82104539871216 Avg NMI: 0.9226193276426669 Full NMI: 0.9059445613628732 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m25.5s Testing DPMMSubClustersStreaming tests passed Testing completed after 198.76s PkgEval succeeded after 347.81s