Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.1720 (f38c537ec6*) started at 2026-02-15T19:00:06.971 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 13.04s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.14/Manifest.toml` [1520ce14] + AbstractTrees v0.4.5 [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [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 v0.6.9 [31c24e10] + Distributions v0.25.123 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.18.0 [1a297f60] + FillArrays v1.16.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.67 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.27 [bac558e1] + OrderedCollections v1.8.1 ⌃ [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.1 [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 v0.9.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.16 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.2 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.13.0 [b27032c2] + LibCURL v1.0.0 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.14.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.18.0+0 [e37daf67] + LibGit2_jll v1.9.2+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.12.2 [4536629a] + OpenBLAS_jll v0.3.30+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.5+0 [efcefdf7] + PCRE2_jll v10.47.0+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 v5.15.0+0 [8e850ede] + nghttp2_jll v1.68.0+1 [3f19e933] + p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 6.3s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 5419.3 ms ✓ StatsBase 11295.1 ms ✓ Distributions 4913.1 ms ✓ Clustering 10881.6 ms ✓ KernelFunctions 4899.4 ms ✓ Distributions → DistributionsChainRulesCoreExt 4728.4 ms ✓ Distributions → DistributionsTestExt 12426.0 ms ✓ DPMMSubClustersStreaming 7 dependencies successfully precompiled in 57 seconds. 97 already precompiled. Precompilation completed after 80.66s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_1bEbuf/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.123 [ec8451be] KernelFunctions v0.10.67 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_1bEbuf/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [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 v0.6.9 [31c24e10] Distributions v0.25.123 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.18.0 [1a297f60] FillArrays v1.16.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.67 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.27 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.1 [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 v0.9.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.16 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.2 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.13.0 [b27032c2] LibCURL v1.0.0 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.14.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.18.0+0 [e37daf67] LibGit2_jll v1.9.2+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.12.2 [4536629a] OpenBLAS_jll v0.3.30+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.5+0 [efcefdf7] PCRE2_jll v10.47.0+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 v5.15.0+0 [8e850ede] nghttp2_jll v1.68.0+1 [3f19e933] p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Loading and distributing data: 3.990498 seconds (948.75 k allocations: 59.563 MiB, 99.86% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233240.35048629093 || Iter Time:19.70577096939087 || Total time:19.70577096939087 Iteration: 1 || Clusters count: 1 || Log posterior: -233240.35048629093 || Iter Time:0.005719184875488281 || Total time:19.711490154266357 Iteration: 2 || Clusters count: 1 || Log posterior: -233240.35048629093 || Iter Time:0.005362033843994141 || Total time:19.71685218811035 Iteration: 3 || Clusters count: 1 || Log posterior: -233240.35048629093 || Iter Time:0.0057849884033203125 || Total time:19.722637176513672 Iteration: 4 || Clusters count: 1 || Log posterior: -233240.35048629093 || Iter Time:0.006054878234863281 || Total time:19.728692054748535 Iteration: 5 || Clusters count: 1 || Log posterior: -233240.35048629093 || Iter Time:0.019289016723632812 || Total time:19.747981071472168 Iteration: 6 || Clusters count: 1 || Log posterior: -233240.35048629093 || Iter Time:0.005190134048461914 || Total time:19.75317120552063 Iteration: 7 || Clusters count: 1 || Log posterior: -233240.35048629093 || Iter Time:0.0052030086517333984 || Total time:19.758374214172363 Iteration: 8 || Clusters count: 1 || Log posterior: -233240.35048629093 || Iter Time:0.0051729679107666016 || Total time:19.76354718208313 Iteration: 9 || Clusters count: 1 || Log posterior: -233240.35048629093 || Iter Time:0.005211830139160156 || Total time:19.76875901222229 Iteration: 10 || Clusters count: 1 || Log posterior: -233240.35048629093 || Iter Time:0.00520014762878418 || Total time:19.773959159851074 Iteration: 11 || Clusters count: 1 || Log posterior: -233240.35048629093 || Iter Time:0.005157947540283203 || Total time:19.779117107391357 Iteration: 12 || Clusters count: 1 || Log posterior: -233240.35048629093 || Iter Time:0.0051441192626953125 || Total time:19.784261226654053 Iteration: 13 || Clusters count: 2 || Log posterior: -232846.59834778143 || Iter Time:4.105307102203369 || Total time:23.889568328857422 Iteration: 14 || Clusters count: 2 || Log posterior: -232835.6669812176 || Iter Time:0.0054569244384765625 || Total time:23.8950252532959 Iteration: 15 || Clusters count: 2 || Log posterior: -232831.99834121502 || Iter Time:0.005541801452636719 || Total time:23.900567054748535 Iteration: 16 || Clusters count: 2 || Log posterior: -232816.03605408827 || Iter Time:0.005342960357666016 || Total time:23.9059100151062 Iteration: 17 || Clusters count: 2 || Log posterior: -232841.855472547 || Iter Time:0.005403995513916016 || Total time:23.911314010620117 Iteration: 18 || Clusters count: 2 || Log posterior: -232802.84703829803 || Iter Time:0.0054128170013427734 || Total time:23.91672682762146 Iteration: 19 || Clusters count: 2 || Log posterior: -232798.66713990117 || Iter Time:0.005455970764160156 || Total time:23.92218279838562 Iteration: 20 || Clusters count: 2 || Log posterior: -232733.9454308416 || Iter Time:1.5376842021942139 || Total time:25.459867000579834 Loading and distributing data: 0.000948 seconds (141 allocations: 396.023 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233057.4398714797 || Iter Time:0.03263211250305176 || Total time:25.492499113082886 Iteration: 22 || Clusters count: 2 || Log posterior: -233034.30843203267 || Iter Time:0.00543522834777832 || Total time:25.497934341430664 Iteration: 23 || Clusters count: 2 || Log posterior: -233025.00318679778 || Iter Time:0.005352020263671875 || Total time:25.503286361694336 Iteration: 24 || Clusters count: 2 || Log posterior: -233034.95553111614 || Iter Time:0.00527191162109375 || Total time:25.50855827331543 Iteration: 25 || Clusters count: 2 || Log posterior: -233015.79093034705 || Iter Time:0.005373954772949219 || Total time:25.51393222808838 Iteration: 26 || Clusters count: 2 || Log posterior: -233019.95541903176 || Iter Time:0.005379915237426758 || Total time:25.519312143325806 Iteration: 27 || Clusters count: 2 || Log posterior: -233009.24981828308 || Iter Time:0.005396127700805664 || Total time:25.52470827102661 Iteration: 28 || Clusters count: 3 || Log posterior: -232537.79794183114 || Iter Time:0.006757974624633789 || Total time:25.531466245651245 Iteration: 29 || Clusters count: 3 || Log posterior: -232404.18805936247 || Iter Time:0.00568389892578125 || Total time:25.537150144577026 Iteration: 30 || Clusters count: 3 || Log posterior: -232380.77126992325 || Iter Time:0.005689859390258789 || Total time:25.542840003967285 Iteration: 31 || Clusters count: 3 || Log posterior: -232376.73851018955 || Iter Time:0.005827903747558594 || Total time:25.548667907714844 Iteration: 32 || Clusters count: 4 || Log posterior: -232096.4987894422 || Iter Time:0.007757902145385742 || Total time:25.55642580986023 Iteration: 33 || Clusters count: 4 || Log posterior: -231992.411655612 || Iter Time:0.006087064743041992 || Total time:25.56251287460327 Iteration: 34 || Clusters count: 4 || Log posterior: -231968.53284450495 || Iter Time:0.005953073501586914 || Total time:25.56846594810486 Iteration: 35 || Clusters count: 4 || Log posterior: -231959.7842648772 || Iter Time:0.005905866622924805 || Total time:25.574371814727783 Iteration: 36 || Clusters count: 4 || Log posterior: -231975.33785016602 || Iter Time:0.00592494010925293 || Total time:25.580296754837036 Iteration: 37 || Clusters count: 4 || Log posterior: -231958.62934153897 || Iter Time:0.006084918975830078 || Total time:25.586381673812866 Iteration: 38 || Clusters count: 4 || Log posterior: -231994.05503384455 || Iter Time:0.006011962890625 || Total time:25.59239363670349 Iteration: 39 || Clusters count: 4 || Log posterior: -231968.07652412076 || Iter Time:0.005979061126708984 || Total time:25.5983726978302 Iteration: 40 || Clusters count: 4 || Log posterior: -231975.59218735987 || Iter Time:0.08792400360107422 || Total time:25.686296701431274 Iteration: 41 || Clusters count: 4 || Log posterior: -231886.4345350484 || Iter Time:0.005927085876464844 || Total time:25.69222378730774 Loading and distributing data: 0.000750 seconds (141 allocations: 396.023 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261933.51943436265 || Iter Time:0.006281852722167969 || Total time:25.698505640029907 Iteration: 43 || Clusters count: 4 || Log posterior: -261887.98603475356 || Iter Time:0.006215095520019531 || Total time:25.704720735549927 Iteration: 44 || Clusters count: 4 || Log posterior: -261875.58176950092 || Iter Time:0.006148099899291992 || Total time:25.71086883544922 Iteration: 45 || Clusters count: 4 || Log posterior: -261901.0362915897 || Iter Time:0.0059888362884521484 || Total time:25.71685767173767 Iteration: 46 || Clusters count: 4 || Log posterior: -261888.34930911794 || Iter Time:0.006083011627197266 || Total time:25.722940683364868 Iteration: 47 || Clusters count: 4 || Log posterior: -261872.1442301968 || Iter Time:0.005995988845825195 || Total time:25.728936672210693 Iteration: 48 || Clusters count: 5 || Log posterior: -261677.38699311326 || Iter Time:0.007426023483276367 || Total time:25.73636269569397 Iteration: 49 || Clusters count: 5 || Log posterior: -261660.94956149647 || Iter Time:0.006743192672729492 || Total time:25.7431058883667 Iteration: 50 || Clusters count: 5 || Log posterior: -261654.35065795173 || Iter Time:0.006483793258666992 || Total time:25.749589681625366 Iteration: 51 || Clusters count: 5 || Log posterior: -261633.03344175188 || Iter Time:0.00631403923034668 || Total time:25.755903720855713 Iteration: 52 || Clusters count: 5 || Log posterior: -261616.08038441377 || Iter Time:0.006257057189941406 || Total time:25.762160778045654 Iteration: 53 || Clusters count: 5 || Log posterior: -261604.10416463576 || Iter Time:0.0062410831451416016 || Total time:25.768401861190796 Iteration: 54 || Clusters count: 6 || Log posterior: -261342.7874836033 || Iter Time:0.007588863372802734 || Total time:25.7759907245636 Iteration: 55 || Clusters count: 8 || Log posterior: -260486.0977671161 || Iter Time:0.008594036102294922 || Total time:25.784584760665894 Iteration: 56 || Clusters count: 8 || Log posterior: -260369.86580372005 || Iter Time:0.0073699951171875 || Total time:25.79195475578308 Iteration: 57 || Clusters count: 8 || Log posterior: -260342.38334510944 || Iter Time:0.007197141647338867 || Total time:25.79915189743042 Iteration: 58 || Clusters count: 8 || Log posterior: -260373.0924013099 || Iter Time:0.007180929183959961 || Total time:25.80633282661438 Iteration: 59 || Clusters count: 8 || Log posterior: -260373.04882221378 || Iter Time:0.007241010665893555 || Total time:25.813573837280273 Iteration: 60 || Clusters count: 8 || Log posterior: -260364.32349438767 || Iter Time:0.007233142852783203 || Total time:25.820806980133057 Iteration: 61 || Clusters count: 8 || Log posterior: -260351.6984124676 || Iter Time:0.007205009460449219 || Total time:25.828011989593506 Iteration: 62 || Clusters count: 8 || Log posterior: -260278.91231814306 || Iter Time:0.006937980651855469 || Total time:25.83494997024536 Loading and distributing data: 0.000778 seconds (141 allocations: 396.023 KiB) Iteration: 63 || Clusters count: 10 || Log posterior: -259750.9766079465 || Iter Time:0.00896596908569336 || Total time:25.843915939331055 Iteration: 64 || Clusters count: 10 || Log posterior: -259542.98237523958 || Iter Time:0.008055925369262695 || Total time:25.851971864700317 Iteration: 65 || Clusters count: 10 || Log posterior: -259463.8884360748 || Iter Time:0.00780797004699707 || Total time:25.859779834747314 Iteration: 66 || Clusters count: 10 || Log posterior: -259446.08455600208 || Iter Time:0.007816076278686523 || Total time:25.867595911026 Iteration: 67 || Clusters count: 10 || Log posterior: -259428.80796470155 || Iter Time:0.007844924926757812 || Total time:25.87544083595276 Iteration: 68 || Clusters count: 10 || Log posterior: -259444.768659194 || Iter Time:0.039778947830200195 || Total time:25.91521978378296 Iteration: 69 || Clusters count: 11 || Log posterior: -259155.26260679282 || Iter Time:0.009156942367553711 || Total time:25.924376726150513 Iteration: 70 || Clusters count: 13 || Log posterior: -258237.89356791042 || Iter Time:0.7270610332489014 || Total time:26.651437759399414 Iteration: 71 || Clusters count: 13 || Log posterior: -258095.3100331603 || Iter Time:0.009618997573852539 || Total time:26.661056756973267 Iteration: 72 || Clusters count: 13 || Log posterior: -258089.9192542157 || Iter Time:0.009378910064697266 || Total time:26.670435667037964 Iteration: 73 || Clusters count: 14 || Log posterior: -257780.46989996196 || Iter Time:0.01058197021484375 || Total time:26.681017637252808 Iteration: 74 || Clusters count: 14 || Log posterior: -257728.90543431547 || Iter Time:0.009536027908325195 || Total time:26.690553665161133 Iteration: 75 || Clusters count: 14 || Log posterior: -257739.51019792043 || Iter Time:0.009585857391357422 || Total time:26.70013952255249 Iteration: 76 || Clusters count: 14 || Log posterior: -257751.3198818302 || Iter Time:0.009668111801147461 || Total time:26.709807634353638 Iteration: 77 || Clusters count: 14 || Log posterior: -257741.8624449816 || Iter Time:0.009659051895141602 || Total time:26.71946668624878 Iteration: 78 || Clusters count: 14 || Log posterior: -257750.52941465643 || Iter Time:0.010514974594116211 || Total time:26.729981660842896 Iteration: 79 || Clusters count: 14 || Log posterior: -257739.8727595194 || Iter Time:0.010627985000610352 || Total time:26.740609645843506 Iteration: 80 || Clusters count: 14 || Log posterior: -257721.79617576467 || Iter Time:0.010842084884643555 || Total time:26.75145173072815 Iteration: 81 || Clusters count: 14 || Log posterior: -257733.83576134293 || Iter Time:0.011079788208007812 || Total time:26.762531518936157 Iteration: 82 || Clusters count: 14 || Log posterior: -257732.73793677264 || Iter Time:0.010977029800415039 || Total time:26.773508548736572 Iteration: 83 || Clusters count: 14 || Log posterior: -257714.22535917233 || Iter Time:0.03166985511779785 || Total time:26.80517840385437 Loading and distributing data: 0.000707 seconds (141 allocations: 396.023 KiB) Iteration: 84 || Clusters count: 14 || Log posterior: -257774.97302481456 || Iter Time:0.011951923370361328 || Total time:26.81713032722473 Iteration: 85 || Clusters count: 15 || Log posterior: -257279.44555736138 || Iter Time:0.013592958450317383 || Total time:26.83072328567505 Iteration: 86 || Clusters count: 15 || Log posterior: -257189.15879001014 || Iter Time:0.013047933578491211 || Total time:26.84377121925354 Iteration: 87 || Clusters count: 15 || Log posterior: -257198.23073521475 || Iter Time:0.013664960861206055 || Total time:26.857436180114746 Iteration: 88 || Clusters count: 17 || Log posterior: -256401.181387611 || Iter Time:0.016092777252197266 || Total time:26.873528957366943 Iteration: 89 || Clusters count: 17 || Log posterior: -256317.80042278825 || Iter Time:0.015041828155517578 || Total 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time:27.121840715408325 Iteration: 104 || Clusters count: 17 || Log posterior: -256298.77422633284 || Iter Time:0.01689291000366211 || Total time:27.138733625411987 Loading and distributing data: 0.000723 seconds (141 allocations: 396.023 KiB) Iteration: 105 || Clusters count: 18 || Log posterior: -255841.46372250043 || Iter Time:0.018642902374267578 || Total time:27.157376527786255 Iteration: 106 || Clusters count: 19 || Log posterior: -255463.7130119245 || Iter Time:0.02460789680480957 || Total time:27.181984424591064 Iteration: 107 || Clusters count: 19 || Log posterior: -255446.12139480145 || Iter Time:0.018530845642089844 || Total time:27.200515270233154 Iteration: 108 || Clusters count: 19 || Log posterior: -255440.94093254255 || Iter Time:0.01818990707397461 || Total time:27.21870517730713 Iteration: 109 || Clusters count: 19 || Log posterior: -255453.1337482875 || Iter Time:0.018342018127441406 || Total time:27.23704719543457 Iteration: 110 || Clusters count: 19 || Log posterior: -255445.51480796956 || Iter Time:0.01824188232421875 || Total time:27.25528907775879 Iteration: 111 || Clusters count: 19 || Log posterior: -255444.83258875756 || Iter Time:0.023334980010986328 || Total time:27.278624057769775 Iteration: 112 || Clusters count: 19 || Log posterior: -255456.15729792177 || Iter Time:0.018257856369018555 || Total time:27.296881914138794 Iteration: 113 || Clusters count: 19 || Log posterior: -255440.31205646016 || Iter Time:0.018213987350463867 || Total time:27.315095901489258 Iteration: 114 || Clusters count: 19 || Log posterior: -255442.2059009267 || Iter Time:0.018208026885986328 || Total time:27.333303928375244 Iteration: 115 || Clusters count: 19 || Log posterior: -255445.98357141195 || Iter Time:0.02289104461669922 || Total time:27.356194972991943 Iteration: 116 || Clusters count: 19 || Log posterior: -255442.91230632714 || Iter Time:0.018241167068481445 || Total time:27.374436140060425 Iteration: 117 || Clusters count: 19 || Log posterior: 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-255443.41358818518 || Iter Time:0.023111820220947266 || Total time:27.54615044593811 Iteration: 125 || Clusters count: 19 || Log posterior: -255441.9505230654 || Iter Time:0.02035212516784668 || Total time:27.566502571105957 Loading and distributing data: 0.000782 seconds (141 allocations: 396.023 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -255114.70836446775 || Iter Time:0.027281999588012695 || Total time:27.59378457069397 Iteration: 127 || Clusters count: 20 || Log posterior: -255075.66790704092 || Iter Time:0.021442174911499023 || Total time:27.61522674560547 Iteration: 128 || Clusters count: 20 || Log posterior: -255076.9074537305 || Iter Time:0.021256208419799805 || Total time:27.63648295402527 Iteration: 129 || Clusters count: 20 || Log posterior: -255074.45172587543 || Iter Time:0.025910139083862305 || Total time:27.66239309310913 Iteration: 130 || Clusters count: 20 || Log posterior: -255073.21217918585 || Iter Time:0.02144479751586914 || Total 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posterior: -254722.24105832513 || Iter Time:0.029780149459838867 || Total time:28.222874879837036 Iteration: 152 || Clusters count: 20 || Log posterior: -254724.07278406803 || Iter Time:0.030616044998168945 || Total time:28.253490924835205 Iteration: 153 || Clusters count: 20 || Log posterior: -254723.1035836521 || Iter Time:0.028156042098999023 || Total time:28.281646966934204 Iteration: 154 || Clusters count: 20 || Log posterior: -254719.11374117158 || Iter Time:0.025437116622924805 || Total time:28.30708408355713 Iteration: 155 || Clusters count: 20 || Log posterior: -254720.5715304941 || Iter Time:0.02495718002319336 || Total time:28.332041263580322 Iteration: 156 || Clusters count: 20 || Log posterior: -254716.43662393207 || Iter Time:0.0284271240234375 || Total time:28.36046838760376 Iteration: 157 || Clusters count: 20 || Log posterior: -254722.04382263892 || Iter Time:0.02362799644470215 || Total time:28.384096384048462 Iteration: 158 || Clusters count: 20 || Log posterior: -254731.98992766193 || Iter Time:0.023823022842407227 || Total time:28.40791940689087 Iteration: 159 || Clusters count: 20 || Log posterior: -254722.81056957558 || Iter Time:0.02884697914123535 || Total time:28.436766386032104 Iteration: 160 || Clusters count: 20 || Log posterior: -254724.95490649185 || Iter Time:0.023753881454467773 || Total time:28.460520267486572 Iteration: 161 || Clusters count: 20 || Log posterior: -254728.2468384813 || Iter Time:0.024139881134033203 || Total time:28.484660148620605 Iteration: 162 || Clusters count: 20 || Log posterior: -254724.08819000307 || Iter Time:0.028311967849731445 || Total time:28.512972116470337 Iteration: 163 || Clusters count: 20 || Log posterior: -254724.08819000307 || Iter Time:0.02424788475036621 || Total time:28.537220001220703 Iteration: 164 || Clusters count: 20 || Log posterior: -254722.8940687576 || Iter Time:0.023756027221679688 || Total time:28.560976028442383 Iteration: 165 || Clusters count: 20 || Log posterior: -254718.76010789827 || Iter Time:0.028559207916259766 || Total time:28.589535236358643 Iteration: 166 || Clusters count: 20 || Log posterior: -254718.50877857357 || Iter Time:0.024103879928588867 || Total time:28.61363911628723 Iteration: 167 || Clusters count: 20 || Log posterior: -254718.50877857357 || Iter Time:0.021798133850097656 || Total time:28.63543725013733 Loading and distributing data: 0.000765 seconds (141 allocations: 396.023 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255133.2015613744 || Iter Time:0.028062820434570312 || Total time:28.6635000705719 Iteration: 169 || Clusters count: 20 || Log posterior: -255098.26111818786 || Iter Time:0.0229489803314209 || Total time:28.68644905090332 Iteration: 170 || Clusters count: 20 || Log posterior: -255090.99519166542 || Iter Time:0.02251720428466797 || Total time:28.70896625518799 Iteration: 171 || Clusters count: 20 || Log posterior: -255091.23997918642 || Iter Time:0.022402048110961914 || Total 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time:29.073760509490967 Iteration: 186 || Clusters count: 20 || Log posterior: -255091.01086342082 || Iter Time:0.023588895797729492 || Total time:29.097349405288696 Iteration: 187 || Clusters count: 20 || Log posterior: -255094.82653398387 || Iter Time:0.023601055145263672 || Total time:29.12095046043396 Iteration: 188 || Clusters count: 20 || Log posterior: -255090.761119607 || Iter Time:0.02587890625 || Total time:29.14682936668396 Loading and distributing data: 0.000751 seconds (141 allocations: 396.023 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254733.61905663673 || Iter Time:0.021993160247802734 || Total time:29.168822526931763 Iteration: 190 || Clusters count: 20 || Log posterior: -254727.69910252106 || Iter Time:0.019264936447143555 || Total time:29.188087463378906 Iteration: 191 || Clusters count: 20 || Log posterior: -254726.21953894434 || Iter Time:0.019390106201171875 || Total time:29.207477569580078 Iteration: 192 || Clusters count: 20 || Log posterior: -254738.33810200644 || Iter Time:0.02431011199951172 || Total time:29.23178768157959 Iteration: 193 || Clusters count: 20 || Log posterior: -254729.20381057597 || Iter Time:0.019476890563964844 || Total time:29.251264572143555 Iteration: 194 || Clusters count: 20 || Log posterior: -254727.18307344348 || Iter Time:0.019551992416381836 || Total time:29.270816564559937 Iteration: 195 || Clusters count: 20 || Log posterior: -254729.31345875916 || Iter Time:0.027315855026245117 || Total time:29.29813241958618 Iteration: 196 || Clusters count: 20 || Log posterior: -254732.4708374523 || Iter Time:0.02806711196899414 || Total time:29.326199531555176 Iteration: 197 || Clusters count: 20 || Log posterior: -254731.26918796916 || Iter Time:0.019993066787719727 || Total time:29.346192598342896 Iteration: 198 || Clusters count: 20 || Log posterior: -254734.84374731086 || Iter Time:0.020268917083740234 || Total time:29.366461515426636 Iteration: 199 || Clusters count: 20 || Log posterior: -254732.02906538898 || Iter Time:0.025094032287597656 || Total time:29.391555547714233 Iteration: 200 || Clusters count: 20 || Log posterior: -254730.38481239104 || Iter Time:0.019869089126586914 || Total time:29.41142463684082 Iteration: 201 || Clusters count: 20 || Log posterior: -254742.12429008528 || Iter Time:0.019476890563964844 || Total time:29.430901527404785 Iteration: 202 || Clusters count: 20 || Log posterior: -254733.66031712884 || Iter Time:0.019748926162719727 || Total time:29.450650453567505 Iteration: 203 || Clusters count: 20 || Log posterior: -254728.6068554754 || Iter Time:0.02424907684326172 || Total time:29.474899530410767 Iteration: 204 || Clusters count: 20 || Log posterior: -254726.05261356846 || Iter Time:0.02249908447265625 || Total time:29.497398614883423 Iteration: 205 || Clusters count: 20 || Log posterior: -254726.05261356846 || Iter Time:0.023775815963745117 || Total time:29.521174430847168 Iteration: 206 || Clusters count: 20 || Log posterior: -254724.49955371596 || Iter Time:0.02833390235900879 || Total time:29.549508333206177 Iteration: 207 || Clusters count: 20 || Log posterior: -254726.10325959747 || Iter Time:0.0241701602935791 || Total time:29.573678493499756 Iteration: 208 || Clusters count: 20 || Log posterior: -254726.31472776923 || Iter Time:0.02389216423034668 || Total time:29.597570657730103 Iteration: 209 || Clusters count: 20 || Log posterior: -254726.31472776923 || Iter Time:0.02175116539001465 || Total time:29.619321823120117 NMI: 0.8062833602049985 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m34.7s [116448, 34407, 29801, 14111, 10638, 21214, 35765, 50253, 41797, 20855, 44591, 31509, 29417, 35644, 180775, 20561, 129024, 19041, 15920, 118229] Loading and distributing data: 0.000280 seconds (141 allocations: 13.211 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7273.633212040999 || Iter Time:4.658200979232788 || Total time:4.658200979232788 Iteration: 1 || Clusters count: 1 || Log posterior: -7273.633212040999 || Iter Time:0.002422809600830078 || Total time:4.660623788833618 Iteration: 2 || Clusters count: 1 || Log posterior: -7273.633212040999 || Iter Time:0.0017120838165283203 || Total time:4.6623358726501465 Iteration: 3 || Clusters count: 1 || Log posterior: -7273.633212040999 || Iter Time:0.0014529228210449219 || Total time:4.663788795471191 Iteration: 4 || Clusters count: 1 || Log posterior: -7273.633212040999 || Iter Time:0.0014278888702392578 || Total time:4.665216684341431 Iteration: 5 || Clusters count: 1 || Log posterior: -7273.633212040999 || Iter Time:0.001413106918334961 || Total time:4.666629791259766 Iteration: 6 || Clusters count: 1 || Log posterior: -7273.633212040999 || Iter Time:0.0014340877532958984 || Total time:4.6680638790130615 Iteration: 7 || Clusters count: 1 || Log posterior: -7273.633212040999 || Iter Time:0.0014858245849609375 || Total time:4.6695497035980225 Iteration: 8 || Clusters count: 2 || Log posterior: -6982.6344097885085 || Iter Time:0.1565089225769043 || Total time:4.826058626174927 Iteration: 9 || Clusters count: 2 || Log posterior: -6989.860309576908 || Iter Time:0.0022559165954589844 || Total time:4.828314542770386 Iteration: 10 || Clusters count: 2 || Log posterior: -6979.346006970103 || Iter Time:0.0022029876708984375 || Total time:4.830517530441284 Iteration: 11 || Clusters count: 2 || Log posterior: -6975.88258491319 || Iter Time:0.0020699501037597656 || Total time:4.832587480545044 Iteration: 12 || Clusters count: 2 || Log posterior: -6973.31065107882 || Iter Time:0.001940011978149414 || Total time:4.834527492523193 Iteration: 13 || Clusters count: 2 || Log posterior: -6971.242523048212 || Iter Time:0.0018019676208496094 || Total time:4.836329460144043 Iteration: 14 || Clusters count: 2 || Log posterior: -6978.570852511597 || Iter Time:0.0017118453979492188 || Total time:4.838041305541992 Iteration: 15 || Clusters count: 2 || Log posterior: -6976.125597727227 || Iter Time:0.0017268657684326172 || Total time:4.839768171310425 Iteration: 16 || Clusters count: 2 || Log posterior: -6987.195257443924 || Iter Time:0.0016939640045166016 || Total time:4.841462135314941 Iteration: 17 || Clusters count: 2 || Log posterior: -6984.105485958022 || Iter Time:0.0017609596252441406 || Total time:4.8432230949401855 Iteration: 18 || Clusters count: 2 || Log posterior: -6977.657781191612 || Iter Time:0.001961946487426758 || Total time:4.845185041427612 Iteration: 19 || Clusters count: 2 || Log posterior: -6976.605540087156 || Iter Time:0.001954793930053711 || Total time:4.847139835357666 Iteration: 20 || Clusters count: 2 || Log posterior: -6972.9819759572965 || Iter Time:0.001992940902709961 || Total time:4.849132776260376 Iteration: 21 || Clusters count: 2 || Log posterior: -6962.553742228799 || Iter Time:0.002173900604248047 || Total time:4.851306676864624 Iteration: 22 || Clusters count: 2 || Log posterior: -6961.4415834882475 || Iter Time:0.0024230480194091797 || Total time:4.853729724884033 Iteration: 23 || Clusters count: 2 || Log posterior: -6960.726241397572 || Iter Time:0.0023419857025146484 || Total time:4.856071710586548 Iteration: 24 || Clusters count: 2 || Log posterior: -6954.676111005364 || Iter Time:0.0022230148315429688 || Total time:4.858294725418091 Iteration: 25 || Clusters count: 2 || Log posterior: -6951.5687699387 || Iter Time:0.0020558834075927734 || Total time:4.860350608825684 Iteration: 26 || Clusters count: 2 || Log posterior: -6948.083599719812 || Iter Time:0.0019040107727050781 || Total time:4.862254619598389 Iteration: 27 || Clusters count: 2 || Log posterior: -6955.92395235742 || Iter Time:0.0020399093627929688 || Total time:4.864294528961182 Iteration: 28 || Clusters count: 2 || Log posterior: -6961.249239348036 || Iter Time:0.09263205528259277 || Total time:4.956926584243774 Iteration: 29 || Clusters count: 2 || Log posterior: -6961.441002973071 || Iter Time:0.0025708675384521484 || Total time:4.959497451782227 Iteration: 30 || Clusters count: 2 || Log posterior: -6945.800546692518 || Iter Time:1.567767858505249 || Total time:6.527265310287476 false [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] Loading and distributing data: 0.000261 seconds (141 allocations: 13.211 KiB) Iteration: 31 || Clusters count: 2 || Log posterior: -6874.083923183141 || Iter Time:0.030441999435424805 || Total time:6.5577073097229 Iteration: 32 || Clusters count: 2 || Log posterior: -6871.621076817158 || Iter Time:0.006468057632446289 || Total time:6.564175367355347 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 33 || Clusters count: 2 || Log posterior: -6522.261578715929 || Iter Time:0.002727031707763672 || Total time:6.56690239906311 Iteration: 34 || Clusters count: 2 || Log posterior: -6506.132330147979 || Iter Time:0.0061719417572021484 || Total time:6.5730743408203125 Loading and distributing data: 0.000170 seconds (141 allocations: 13.242 KiB) Iteration: 35 || Clusters count: 2 || Log posterior: -6409.319255618686 || Iter Time:0.002646923065185547 || Total time:6.575721263885498 Iteration: 36 || Clusters count: 2 || Log posterior: -6397.533263941221 || Iter Time:0.006362199783325195 || Total time:6.582083463668823 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 37 || Clusters count: 2 || Log posterior: -6419.019168168503 || Iter Time:0.0028600692749023438 || Total time:6.584943532943726 Iteration: 38 || Clusters count: 2 || Log posterior: -6408.4723579752535 || Iter Time:0.00603795051574707 || Total time:6.590981483459473 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 39 || Clusters count: 2 || Log posterior: -6436.566260976334 || Iter Time:0.0028228759765625 || Total time:6.593804359436035 Iteration: 40 || Clusters count: 2 || Log posterior: -6425.0596743277065 || Iter Time:0.0068738460540771484 || Total time:6.600678205490112 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 41 || Clusters count: 2 || Log posterior: -6410.677864475768 || Iter Time:0.0026459693908691406 || Total time:6.6033241748809814 Iteration: 42 || Clusters count: 2 || Log posterior: -6408.611448149417 || Iter Time:0.006162881851196289 || Total time:6.609487056732178 Loading and distributing data: 0.000199 seconds (141 allocations: 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Iteration: 445 || Clusters count: 17 || Log posterior: -4537.885893671177 || Iter Time:0.019288063049316406 || Total time:15.197729110717773 Iteration: 446 || Clusters count: 17 || Log posterior: -4526.806307064115 || Iter Time:0.046182870864868164 || Total time:15.243911981582642 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 447 || Clusters count: 17 || Log posterior: -4589.541388283267 || Iter Time:0.019245147705078125 || Total time:15.26315712928772 Iteration: 448 || Clusters count: 17 || Log posterior: -4571.879602384664 || Iter Time:0.043209075927734375 || Total time:15.306366205215454 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 449 || Clusters count: 17 || Log posterior: -4516.3254127906575 || Iter Time:0.018620967864990234 || Total time:15.324987173080444 Iteration: 450 || Clusters count: 17 || Log posterior: -4502.047974161227 || Iter Time:0.042684078216552734 || Total 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Iteration: 467 || Clusters count: 17 || Log posterior: -4535.243253735281 || Iter Time:0.01906585693359375 || Total time:15.898849248886108 Iteration: 468 || Clusters count: 17 || Log posterior: -4509.729861144061 || Iter Time:0.041697025299072266 || Total time:15.94054627418518 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 469 || Clusters count: 17 || Log posterior: -4481.970081633573 || Iter Time:0.01810908317565918 || Total time:15.95865535736084 Iteration: 470 || Clusters count: 17 || Log posterior: -4468.658304608391 || Iter Time:0.04100203514099121 || Total time:15.999657392501831 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 471 || Clusters count: 17 || Log posterior: -4531.739631004697 || Iter Time:0.018249034881591797 || Total time:16.017906427383423 Iteration: 472 || Clusters count: 17 || Log posterior: -4521.956050737881 || Iter Time:0.040724992752075195 || Total time:16.058631420135498 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Iteration: 845 || Clusters count: 17 || Log posterior: -4524.457033212412 || Iter Time:0.022513151168823242 || Total time:29.531394243240356 Iteration: 846 || Clusters count: 17 || Log posterior: -4514.274632190921 || Iter Time:0.07175707817077637 || Total time:29.603151321411133 Loading and distributing data: 0.000189 seconds (141 allocations: 13.242 KiB) Iteration: 847 || Clusters count: 17 || Log posterior: -4490.22215851841 || Iter Time:0.019972801208496094 || Total time:29.62312412261963 Iteration: 848 || Clusters count: 17 || Log posterior: -4477.228256396429 || Iter Time:0.047631025314331055 || Total time:29.67075514793396 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 849 || Clusters count: 17 || Log posterior: -4514.806518221929 || Iter Time:0.0202181339263916 || Total time:29.69097328186035 Iteration: 850 || Clusters count: 17 || Log posterior: -4506.477395593363 || Iter Time:0.04892086982727051 || Total time:29.739894151687622 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Iteration: 884 || Clusters count: 17 || Log posterior: -4446.077644749666 || Iter Time:0.043992042541503906 || Total time:30.934818983078003 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 885 || Clusters count: 17 || Log posterior: -4489.330136006595 || Iter Time:0.01896500587463379 || Total time:30.953783988952637 Iteration: 886 || Clusters count: 17 || Log posterior: -4487.488544127534 || Iter Time:0.04654502868652344 || Total time:31.00032901763916 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 887 || Clusters count: 17 || Log posterior: -4501.996032847519 || Iter Time:0.01946878433227539 || Total time:31.019797801971436 Iteration: 888 || Clusters count: 17 || Log posterior: -4485.620581749511 || Iter Time:0.07591414451599121 || Total time:31.095711946487427 Loading and distributing data: 0.000205 seconds (141 allocations: 13.242 KiB) Iteration: 889 || Clusters count: 17 || Log posterior: 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Log posterior: -4447.317697542109 || Iter Time:0.05084514617919922 || Total time:31.75005269050598 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 907 || Clusters count: 17 || Log posterior: -4476.289432618535 || Iter Time:0.019758939743041992 || Total time:31.769811630249023 Iteration: 908 || Clusters count: 17 || Log posterior: -4455.245874983131 || Iter Time:0.04443001747131348 || Total time:31.814241647720337 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 909 || Clusters count: 17 || Log posterior: -4448.625655384924 || Iter Time:0.019702911376953125 || Total time:31.83394455909729 Iteration: 910 || Clusters count: 17 || Log posterior: -4432.002882112543 || Iter Time:0.07753920555114746 || Total time:31.911483764648438 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 911 || Clusters count: 17 || Log posterior: -4481.108252144085 || Iter 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Iteration: 917 || Clusters count: 17 || Log posterior: -4462.70910259665 || Iter Time:0.01933598518371582 || Total time:32.12284755706787 Iteration: 918 || Clusters count: 17 || Log posterior: -4451.531591913712 || Iter Time:0.04897904396057129 || Total time:32.17182660102844 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 919 || Clusters count: 17 || Log posterior: -4543.673645042506 || Iter Time:0.01959395408630371 || Total time:32.191420555114746 Iteration: 920 || Clusters count: 17 || Log posterior: -4517.170789405961 || Iter Time:0.0484621524810791 || Total time:32.239882707595825 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 921 || Clusters count: 17 || Log posterior: -4534.613495698618 || Iter Time:0.019454002380371094 || Total time:32.259336709976196 Iteration: 922 || Clusters count: 17 || Log posterior: -4511.626470255808 || Iter Time:0.04507088661193848 || Total time:32.304407596588135 Loading 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Iteration: 934 || Clusters count: 17 || Log posterior: -4496.826108460616 || Iter Time:0.0455930233001709 || Total time:32.721951484680176 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 935 || Clusters count: 17 || Log posterior: -4484.755789383238 || Iter Time:0.018611907958984375 || Total time:32.74056339263916 Iteration: 936 || Clusters count: 17 || Log posterior: -4481.161771643649 || Iter Time:0.04576706886291504 || Total time:32.786330461502075 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 937 || Clusters count: 17 || Log posterior: -4490.869577194698 || Iter Time:0.019013166427612305 || Total time:32.80534362792969 Iteration: 938 || Clusters count: 17 || Log posterior: -4476.403248934708 || Iter Time:0.04826498031616211 || Total time:32.85360860824585 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 939 || Clusters count: 17 || Log posterior: -4502.903615018361 || Iter Time:0.019464969635009766 || Total time:32.87307357788086 Iteration: 940 || Clusters count: 17 || Log posterior: -4492.676351435518 || Iter Time:0.04993605613708496 || Total time:32.923009634017944 Loading and distributing data: 0.000167 seconds (141 allocations: 13.242 KiB) Iteration: 941 || Clusters count: 18 || Log posterior: -4529.175394760089 || Iter Time:0.018752098083496094 || Total time:32.94176173210144 Iteration: 942 || Clusters count: 17 || Log posterior: -4513.736453469488 || Iter Time:0.047811031341552734 || Total time:32.98957276344299 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 943 || Clusters count: 17 || Log posterior: -4539.24145908273 || Iter Time:0.019010066986083984 || Total time:33.00858283042908 Iteration: 944 || Clusters count: 17 || Log posterior: -4509.271585083345 || Iter Time:0.04472208023071289 || Total time:33.05330491065979 Loading and distributing data: 0.000173 seconds (141 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Log posterior: -4498.079519883242 || Iter Time:0.019647836685180664 || Total time:33.86678624153137 Iteration: 968 || Clusters count: 17 || Log posterior: -4478.557343041877 || Iter Time:0.05151510238647461 || Total time:33.91830134391785 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 969 || Clusters count: 17 || Log posterior: -4526.167336667246 || Iter Time:0.02096080780029297 || Total time:33.93926215171814 Iteration: 970 || Clusters count: 17 || Log posterior: -4500.940061333546 || Iter Time:0.05014300346374512 || Total time:33.989405155181885 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 971 || Clusters count: 17 || Log posterior: -4502.225994804877 || Iter Time:0.02081298828125 || Total time:34.010218143463135 Iteration: 972 || Clusters count: 17 || Log posterior: -4496.502991267397 || Iter Time:0.0543980598449707 || Total time:34.064616203308105 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 973 || Clusters count: 17 || Log posterior: -4492.193680085034 || Iter Time:0.06121397018432617 || Total time:34.12583017349243 Iteration: 974 || Clusters count: 17 || Log posterior: -4476.583413472372 || Iter Time:0.04627394676208496 || Total time:34.17210412025452 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 975 || Clusters count: 17 || Log posterior: -4472.551223028851 || Iter Time:0.019543170928955078 || Total time:34.19164729118347 Iteration: 976 || Clusters count: 17 || Log posterior: -4446.916698811117 || Iter Time:0.05072903633117676 || Total time:34.24237632751465 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 977 || Clusters count: 17 || Log posterior: -4455.722501513552 || Iter Time:0.020524978637695312 || Total time:34.262901306152344 Iteration: 978 || Clusters count: 17 || Log posterior: -4442.438177716392 || Iter Time:0.046714067459106445 || Total 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Iteration: 1023 || Clusters count: 17 || Log posterior: -4504.503674217738 || Iter Time:0.02203202247619629 || Total time:35.883808612823486 Iteration: 1024 || Clusters count: 17 || Log posterior: -4485.754545151852 || Iter Time:0.05445408821105957 || Total time:35.938262701034546 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1025 || Clusters count: 17 || Log posterior: -4495.867021291562 || Iter Time:0.021810054779052734 || Total time:35.9600727558136 Iteration: 1026 || Clusters count: 17 || Log posterior: -4479.555001755095 || Iter Time:0.04923415184020996 || Total time:36.00930690765381 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1027 || Clusters count: 17 || Log posterior: -4532.779019479048 || Iter Time:0.0207669734954834 || Total time:36.03007388114929 Iteration: 1028 || Clusters count: 17 || Log posterior: -4527.90138982004 || Iter Time:0.05191397666931152 || Total time:36.0819878578186 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Iteration: 1184 || Clusters count: 17 || Log posterior: -4455.108942305588 || Iter Time:0.044029951095581055 || Total time:42.13580322265625 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 1185 || Clusters count: 17 || Log posterior: -4504.29305162734 || Iter Time:0.019852161407470703 || Total time:42.15565538406372 Iteration: 1186 || Clusters count: 17 || Log posterior: -4492.778075642001 || Iter Time:0.046923160552978516 || Total time:42.2025785446167 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1187 || Clusters count: 17 || Log posterior: -4509.102630038037 || Iter Time:0.019697904586791992 || Total time:42.22227644920349 Iteration: 1188 || Clusters count: 17 || Log posterior: -4489.480472017473 || Iter Time:0.047408103942871094 || Total time:42.26968455314636 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 1189 || Clusters count: 17 || Log posterior: 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Iteration: 1311 || Clusters count: 17 || Log posterior: -4428.307144237011 || Iter Time:0.01945805549621582 || Total time:46.326610803604126 Iteration: 1312 || Clusters count: 17 || Log posterior: -4406.161782948535 || Iter Time:0.047683000564575195 || Total time:46.3742938041687 Loading and distributing data: 0.000249 seconds (141 allocations: 13.211 KiB) Iteration: 1313 || Clusters count: 17 || Log posterior: -4478.645425034657 || Iter Time:0.020062923431396484 || Total time:46.3943567276001 Iteration: 1314 || Clusters count: 17 || Log posterior: -4459.081972675315 || Iter Time:0.04859495162963867 || Total time:46.442951679229736 Loading and distributing data: 0.000225 seconds (141 allocations: 13.211 KiB) Iteration: 1315 || Clusters count: 17 || Log posterior: -4501.608377301437 || Iter Time:0.01974201202392578 || Total time:46.46269369125366 Iteration: 1316 || Clusters count: 17 || Log posterior: -4490.347022730167 || Iter Time:0.048401832580566406 || Total time:46.51109552383423 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Iteration: 1455 || Clusters count: 17 || Log posterior: -4511.267029733222 || Iter Time:0.020019054412841797 || Total time:51.16710615158081 Iteration: 1456 || Clusters count: 17 || Log posterior: -4492.083038016289 || Iter Time:0.044692039489746094 || Total time:51.21179819107056 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1457 || Clusters count: 17 || Log posterior: -4572.366900503819 || Iter Time:0.01980876922607422 || Total time:51.23160696029663 Iteration: 1458 || Clusters count: 17 || Log posterior: -4564.467390145236 || Iter Time:0.04811596870422363 || Total time:51.279722929000854 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1459 || Clusters count: 17 || Log posterior: -4545.05961444983 || Iter Time:0.020940065383911133 || Total time:51.300662994384766 Iteration: 1460 || Clusters count: 17 || Log posterior: -4523.062249408818 || Iter Time:0.044344186782836914 || Total time:51.3450071811676 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|| Log posterior: -4475.158845080431 || Iter Time:0.020718097686767578 || Total time:51.92707300186157 Iteration: 1478 || Clusters count: 17 || Log posterior: -4449.598128207575 || Iter Time:0.04925084114074707 || Total time:51.97632384300232 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1479 || Clusters count: 17 || Log posterior: -4463.099969490215 || Iter Time:0.020501136779785156 || Total time:51.996824979782104 Iteration: 1480 || Clusters count: 17 || Log posterior: -4441.610569624069 || Iter Time:0.051321983337402344 || Total time:52.04814696311951 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1481 || Clusters count: 17 || Log posterior: -4465.608744043743 || Iter Time:0.01952195167541504 || Total time:52.06766891479492 Iteration: 1482 || Clusters count: 17 || Log posterior: -4449.754310242687 || Iter Time:0.0488431453704834 || Total time:52.116512060165405 Loading and distributing data: 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Iteration: 1494 || Clusters count: 17 || Log posterior: -4435.33513462027 || Iter Time:0.04807400703430176 || Total time:52.55769109725952 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1495 || Clusters count: 17 || Log posterior: -4495.444094399654 || Iter Time:0.02132892608642578 || Total time:52.57902002334595 Iteration: 1496 || Clusters count: 17 || Log posterior: -4482.9067098898495 || Iter Time:0.051321983337402344 || Total time:52.63034200668335 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1497 || Clusters count: 17 || Log posterior: -4540.877444807575 || Iter Time:0.019815921783447266 || Total time:52.6501579284668 Iteration: 1498 || Clusters count: 17 || Log posterior: -4501.578004475886 || Iter Time:0.047070980072021484 || Total time:52.69722890853882 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1499 || Clusters count: 17 || Log posterior: 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Iteration: 1527 || Clusters count: 17 || Log posterior: -4586.168411899189 || Iter Time:0.019001007080078125 || Total time:53.73686242103577 Iteration: 1528 || Clusters count: 17 || Log posterior: -4555.701950866764 || Iter Time:0.04892110824584961 || Total time:53.785783529281616 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1529 || Clusters count: 17 || Log posterior: -4530.697996989258 || Iter Time:0.019549131393432617 || Total time:53.80533266067505 Iteration: 1530 || Clusters count: 17 || Log posterior: -4516.264415236221 || Iter Time:0.05044984817504883 || Total time:53.8557825088501 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 1531 || Clusters count: 17 || Log posterior: -4521.545379609308 || Iter Time:0.01957416534423828 || Total time:53.875356674194336 Iteration: 1532 || Clusters count: 17 || Log posterior: -4502.39384327827 || Iter Time:0.047480106353759766 || Total time:53.922836780548096 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-4485.453572349476 || Iter Time:0.04833793640136719 || Total time:54.127500772476196 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1539 || Clusters count: 17 || Log posterior: -4503.8899404558 || Iter Time:0.02108597755432129 || Total time:54.14858675003052 Iteration: 1540 || Clusters count: 17 || Log posterior: -4488.59839068921 || Iter Time:0.050946950912475586 || Total time:54.19953370094299 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1541 || Clusters count: 17 || Log posterior: -4523.049322174946 || Iter Time:0.019730091094970703 || Total time:54.219263792037964 Iteration: 1542 || Clusters count: 17 || Log posterior: -4508.155968803483 || Iter Time:0.046534061431884766 || Total time:54.26579785346985 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1543 || Clusters count: 17 || Log posterior: -4500.272923606259 || Iter Time:0.019853830337524414 || Total 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|| Log posterior: -4557.6699842544285 || Iter Time:0.020927906036376953 || Total time:54.49183368682861 Iteration: 1550 || Clusters count: 17 || Log posterior: -4539.683272259493 || Iter Time:0.0749659538269043 || Total time:54.56679964065552 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1551 || Clusters count: 17 || Log posterior: -4539.942734377089 || Iter Time:0.020908117294311523 || Total time:54.58770775794983 Iteration: 1552 || Clusters count: 17 || Log posterior: -4530.291964695979 || Iter Time:0.0502469539642334 || Total time:54.63795471191406 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1553 || Clusters count: 17 || Log posterior: -4555.745456424075 || Iter Time:0.020716190338134766 || Total time:54.6586709022522 Iteration: 1554 || Clusters count: 17 || Log posterior: -4542.562312595551 || Iter Time:0.04925704002380371 || Total time:54.707927942276 Loading and distributing data: 0.000177 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-4537.778601283677 || Iter Time:0.019201040267944336 || Total time:55.26058912277222 Iteration: 1572 || Clusters count: 17 || Log posterior: -4512.156067882398 || Iter Time:0.0696709156036377 || Total time:55.330260038375854 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1573 || Clusters count: 17 || Log posterior: -4518.517525193812 || Iter Time:0.019646883010864258 || Total time:55.34990692138672 Iteration: 1574 || Clusters count: 17 || Log posterior: -4496.666117925238 || Iter Time:0.04849100112915039 || Total time:55.39839792251587 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1575 || Clusters count: 17 || Log posterior: -4512.802675774029 || Iter Time:0.020936012268066406 || Total time:55.419333934783936 Iteration: 1576 || Clusters count: 17 || Log posterior: -4495.223597248542 || Iter Time:0.04672503471374512 || Total time:55.46605896949768 Loading and distributing data: 0.000182 seconds (141 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Iteration: 1671 || Clusters count: 17 || Log posterior: -4480.476663790969 || Iter Time:0.02135610580444336 || Total time:58.72248959541321 Iteration: 1672 || Clusters count: 17 || Log posterior: -4468.270731838718 || Iter Time:0.04920005798339844 || Total time:58.771689653396606 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1673 || Clusters count: 17 || Log posterior: -4423.203017637361 || Iter Time:0.02061605453491211 || Total time:58.79230570793152 Iteration: 1674 || Clusters count: 17 || Log posterior: -4412.503919313031 || Iter Time:0.04912710189819336 || Total time:58.84143280982971 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1675 || Clusters count: 17 || Log posterior: -4434.278787716645 || Iter Time:0.020442962646484375 || Total time:58.861875772476196 Iteration: 1676 || Clusters count: 17 || Log posterior: -4418.382207467245 || Iter Time:0.04922890663146973 || Total time:58.911104679107666 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-4442.632742990287 || Iter Time:0.07415199279785156 || Total time:59.14135122299194 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1683 || Clusters count: 17 || Log posterior: -4428.416423007359 || Iter Time:0.020799875259399414 || Total time:59.16215109825134 Iteration: 1684 || Clusters count: 17 || Log posterior: -4413.045706602915 || Iter Time:0.048959970474243164 || Total time:59.211111068725586 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1685 || Clusters count: 17 || Log posterior: -4435.925996589046 || Iter Time:0.021547794342041016 || Total time:59.23265886306763 Iteration: 1686 || Clusters count: 17 || Log posterior: -4413.091009913806 || Iter Time:0.0489962100982666 || Total time:59.281655073165894 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1687 || Clusters count: 17 || Log posterior: -4416.622331232438 || Iter Time:0.020277023315429688 || Total 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Iteration: 1710 || Clusters count: 17 || Log posterior: -4482.8987419988725 || Iter Time:0.04457688331604004 || Total time:60.07401990890503 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1711 || Clusters count: 17 || Log posterior: -4499.687691155349 || Iter Time:0.0188601016998291 || Total time:60.09288001060486 Iteration: 1712 || Clusters count: 17 || Log posterior: -4483.219825960951 || Iter Time:0.04381918907165527 || Total time:60.136699199676514 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1713 || Clusters count: 17 || Log posterior: -4500.3803084211995 || Iter Time:0.02095198631286621 || Total time:60.15765118598938 Iteration: 1714 || Clusters count: 17 || Log posterior: -4467.036432119718 || Iter Time:0.04707193374633789 || Total time:60.20472311973572 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1715 || Clusters count: 17 || Log posterior: -4468.935704723251 || Iter Time:0.019362926483154297 || Total time:60.22408604621887 Iteration: 1716 || Clusters count: 17 || Log posterior: -4454.376318111758 || Iter Time:0.046115875244140625 || Total time:60.27020192146301 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1717 || Clusters count: 17 || Log posterior: -4475.188145859898 || Iter Time:0.019703149795532227 || Total time:60.289905071258545 Iteration: 1718 || Clusters count: 17 || Log posterior: -4465.523458363863 || Iter Time:0.04529619216918945 || Total time:60.335201263427734 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1719 || Clusters count: 17 || Log posterior: -4525.841223102084 || Iter Time:0.021424055099487305 || Total time:60.35662531852722 Iteration: 1720 || Clusters count: 17 || Log posterior: -4510.927065553669 || Iter Time:0.0503230094909668 || Total time:60.40694832801819 Loading and distributing data: 0.000192 seconds (141 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Iteration: 1743 || Clusters count: 17 || Log posterior: -4475.155635045972 || Iter Time:0.02025914192199707 || Total time:61.18724203109741 Iteration: 1744 || Clusters count: 17 || Log posterior: -4462.31283726879 || Iter Time:0.048735857009887695 || Total time:61.2359778881073 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1745 || Clusters count: 17 || Log posterior: -4466.636537462623 || Iter Time:0.02095317840576172 || Total time:61.25693106651306 Iteration: 1746 || Clusters count: 17 || Log posterior: -4452.391101790634 || Iter Time:0.05008196830749512 || Total time:61.30701303482056 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1747 || Clusters count: 17 || Log posterior: -4476.9057707804795 || Iter Time:0.02149200439453125 || Total time:61.32850503921509 Iteration: 1748 || Clusters count: 17 || Log posterior: -4469.9714582219995 || Iter Time:0.046159982681274414 || Total time:61.37466502189636 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|| Log posterior: -4535.859602988975 || Iter Time:0.021097898483276367 || Total time:61.97295165061951 Iteration: 1766 || Clusters count: 17 || Log posterior: -4510.943917127361 || Iter Time:0.04939079284667969 || Total time:62.02234244346619 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1767 || Clusters count: 17 || Log posterior: -4555.1657860810865 || Iter Time:0.01910996437072754 || Total time:62.041452407836914 Iteration: 1768 || Clusters count: 17 || Log posterior: -4535.093235656162 || Iter Time:0.0436100959777832 || Total time:62.0850625038147 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1769 || Clusters count: 17 || Log posterior: -4551.717665431351 || Iter Time:0.01899099349975586 || Total time:62.10405349731445 Iteration: 1770 || Clusters count: 17 || Log posterior: -4528.730598391628 || Iter Time:0.04323387145996094 || Total time:62.147287368774414 Loading and distributing data: 0.000185 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-4495.132032772073 || Iter Time:0.019414901733398438 || Total time:62.72572326660156 Iteration: 1788 || Clusters count: 17 || Log posterior: -4478.596958698755 || Iter Time:0.045269012451171875 || Total time:62.770992279052734 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1789 || Clusters count: 17 || Log posterior: -4445.240161476403 || Iter Time:0.01847219467163086 || Total time:62.789464473724365 Iteration: 1790 || Clusters count: 17 || Log posterior: -4437.279763882958 || Iter Time:0.042368173599243164 || Total time:62.83183264732361 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1791 || Clusters count: 17 || Log posterior: -4519.615921261172 || Iter Time:0.018281936645507812 || Total time:62.850114583969116 Iteration: 1792 || Clusters count: 17 || Log posterior: -4502.944428169449 || Iter Time:0.04310321807861328 || Total time:62.89321780204773 Loading and distributing data: 0.000192 seconds (141 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Iteration: 1815 || Clusters count: 17 || Log posterior: -4552.305290924958 || Iter Time:0.022916078567504883 || Total time:63.761157274246216 Iteration: 1816 || Clusters count: 17 || Log posterior: -4536.045285647093 || Iter Time:0.07898616790771484 || Total time:63.84014344215393 Loading and distributing data: 0.000227 seconds (141 allocations: 13.211 KiB) Iteration: 1817 || Clusters count: 17 || Log posterior: -4517.019468082608 || Iter Time:0.024255990982055664 || Total time:63.864399433135986 Iteration: 1818 || Clusters count: 17 || Log posterior: -4498.955741171395 || Iter Time:0.05404090881347656 || Total time:63.91844034194946 Loading and distributing data: 0.000211 seconds (141 allocations: 13.211 KiB) Iteration: 1819 || Clusters count: 17 || Log posterior: -4514.049859991856 || Iter Time:0.021680116653442383 || Total time:63.940120458602905 Iteration: 1820 || Clusters count: 17 || Log posterior: -4482.4713542583395 || Iter Time:0.051030874252319336 || Total 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|| Total time:64.40517711639404 Iteration: 1832 || Clusters count: 17 || Log posterior: -4469.527999431771 || Iter Time:0.051171064376831055 || Total time:64.45634818077087 Loading and distributing data: 0.000230 seconds (141 allocations: 13.211 KiB) Iteration: 1833 || Clusters count: 17 || Log posterior: -4485.764901557066 || Iter Time:0.024541854858398438 || Total time:64.48089003562927 Iteration: 1834 || Clusters count: 17 || Log posterior: -4472.987518499231 || Iter Time:0.05535101890563965 || Total time:64.53624105453491 Loading and distributing data: 0.000215 seconds (141 allocations: 13.211 KiB) Iteration: 1835 || Clusters count: 17 || Log posterior: -4476.038337160053 || Iter Time:0.02352595329284668 || Total time:64.55976700782776 Iteration: 1836 || Clusters count: 17 || Log posterior: -4459.382388600326 || Iter Time:0.052284955978393555 || Total time:64.61205196380615 Loading and distributing data: 0.000223 seconds (141 allocations: 13.211 KiB) Iteration: 1837 || Clusters 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Time:0.049803972244262695 || Total time:65.09533214569092 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1849 || Clusters count: 17 || Log posterior: -4463.907610425833 || Iter Time:0.02258920669555664 || Total time:65.11792135238647 Iteration: 1850 || Clusters count: 17 || Log posterior: -4452.599664028064 || Iter Time:0.050286054611206055 || Total time:65.16820740699768 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1851 || Clusters count: 17 || Log posterior: -4533.812418211695 || Iter Time:0.02332901954650879 || Total time:65.19153642654419 Iteration: 1852 || Clusters count: 17 || Log posterior: -4523.530682864096 || Iter Time:0.05096006393432617 || Total time:65.24249649047852 Loading and distributing data: 0.000211 seconds (141 allocations: 13.211 KiB) Iteration: 1853 || Clusters count: 17 || Log posterior: -4565.321916627158 || Iter Time:0.023411035537719727 || Total time:65.26590752601624 Iteration: 1854 || Clusters count: 17 || Log posterior: -4549.826491773282 || Iter Time:0.05237913131713867 || Total time:65.31828665733337 Loading and distributing data: 0.000215 seconds (141 allocations: 13.211 KiB) Iteration: 1855 || Clusters count: 17 || Log posterior: -4531.452790293289 || Iter Time:0.02483201026916504 || Total time:65.34311866760254 Iteration: 1856 || Clusters count: 17 || Log posterior: -4520.156857107201 || Iter Time:0.048890113830566406 || Total time:65.3920087814331 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1857 || Clusters count: 17 || Log posterior: -4498.419668776926 || Iter Time:0.022530078887939453 || Total time:65.41453886032104 Iteration: 1858 || Clusters count: 17 || Log posterior: -4482.16561336614 || Iter Time:0.04943704605102539 || Total time:65.46397590637207 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1859 || Clusters count: 17 || Log posterior: -4490.0861694874175 || Iter Time:0.02212691307067871 || Total time:65.48610281944275 Iteration: 1860 || Clusters count: 17 || Log posterior: -4468.929386264349 || Iter Time:0.04810214042663574 || Total time:65.53420495986938 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1861 || Clusters count: 17 || Log posterior: -4506.617856622781 || Iter Time:0.022614002227783203 || Total time:65.55681896209717 Iteration: 1862 || Clusters count: 17 || Log posterior: -4495.8474432648 || Iter Time:0.07991790771484375 || Total time:65.63673686981201 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1863 || Clusters count: 17 || Log posterior: -4521.377759324925 || Iter Time:0.025616884231567383 || Total time:65.66235375404358 Iteration: 1864 || Clusters count: 17 || Log posterior: -4499.609992266203 || Iter Time:0.05571699142456055 || Total time:65.71807074546814 Loading and distributing data: 0.000221 seconds (141 allocations: 13.211 KiB) Iteration: 1865 || Clusters count: 17 || Log posterior: -4502.864498479923 || Iter Time:0.025507211685180664 || Total time:65.74357795715332 Iteration: 1866 || Clusters count: 17 || Log posterior: -4489.267240885602 || Iter Time:0.05152392387390137 || Total time:65.79510188102722 Loading and distributing data: 0.000217 seconds (141 allocations: 13.211 KiB) Iteration: 1867 || Clusters count: 17 || Log posterior: -4467.730695378318 || Iter Time:0.022883176803588867 || Total time:65.81798505783081 Iteration: 1868 || Clusters count: 17 || Log posterior: -4446.67335047844 || Iter Time:0.05485200881958008 || Total time:65.87283706665039 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1869 || Clusters count: 17 || Log posterior: -4486.138604593446 || Iter Time:0.023432016372680664 || Total time:65.89626908302307 Iteration: 1870 || Clusters count: 17 || Log posterior: -4474.869603657612 || Iter Time:0.05112409591674805 || Total time:65.94739317893982 Loading and distributing data: 0.000228 seconds (141 allocations: 13.211 KiB) Iteration: 1871 || Clusters count: 18 || Log posterior: -4502.015893084175 || Iter Time:0.024168014526367188 || Total time:65.97156119346619 Iteration: 1872 || Clusters count: 17 || Log posterior: -4481.86482352443 || Iter Time:0.055899858474731445 || Total time:66.02746105194092 Loading and distributing data: 0.000209 seconds (141 allocations: 13.211 KiB) Iteration: 1873 || Clusters count: 17 || Log posterior: -4474.172812029364 || Iter Time:0.022450923919677734 || Total time:66.0499119758606 Iteration: 1874 || Clusters count: 17 || Log posterior: -4450.934051266455 || Iter Time:0.05291318893432617 || Total time:66.10282516479492 Loading and distributing data: 0.000229 seconds (141 allocations: 13.211 KiB) Iteration: 1875 || Clusters count: 17 || Log posterior: -4577.475203213366 || Iter Time:0.023280858993530273 || Total time:66.12610602378845 Iteration: 1876 || Clusters count: 17 || Log posterior: -4560.687743437214 || Iter Time:0.051568031311035156 || Total time:66.17767405509949 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1877 || Clusters count: 17 || Log posterior: -4578.2921610776 || Iter Time:0.023498058319091797 || Total time:66.20117211341858 Iteration: 1878 || Clusters count: 17 || Log posterior: -4554.469218731077 || Iter Time:0.053894996643066406 || Total time:66.25506711006165 Loading and distributing data: 0.000210 seconds (141 allocations: 13.211 KiB) Iteration: 1879 || Clusters count: 17 || Log posterior: -4559.9656802896825 || Iter Time:0.022519826889038086 || Total time:66.27758693695068 Iteration: 1880 || Clusters count: 17 || Log posterior: -4535.231638827016 || Iter Time:0.0574948787689209 || Total time:66.3350818157196 Loading and distributing data: 0.000222 seconds (141 allocations: 13.211 KiB) Iteration: 1881 || Clusters count: 17 || Log posterior: -4553.22344911516 || Iter Time:0.02106308937072754 || Total time:66.35614490509033 Iteration: 1882 || Clusters count: 17 || Log posterior: -4542.741130282112 || Iter Time:0.048059940338134766 || Total time:66.40420484542847 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1883 || Clusters count: 17 || Log posterior: -4519.936836966424 || Iter Time:0.0232999324798584 || Total time:66.42750477790833 Iteration: 1884 || Clusters count: 17 || Log posterior: -4497.443621892884 || Iter Time:0.04782509803771973 || Total time:66.47532987594604 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1885 || Clusters count: 17 || Log posterior: -4504.055922750226 || Iter Time:0.05416107177734375 || Total time:66.52949094772339 Iteration: 1886 || Clusters count: 17 || Log posterior: -4492.564785955853 || Iter Time:0.04953408241271973 || Total time:66.57902503013611 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1887 || Clusters count: 17 || Log posterior: -4532.458733124505 || Iter Time:0.0226438045501709 || Total time:66.60166883468628 Iteration: 1888 || Clusters count: 17 || Log posterior: -4504.24341850728 || Iter Time:0.05210518836975098 || Total time:66.65377402305603 Loading and distributing data: 0.000203 seconds (141 allocations: 13.242 KiB) Iteration: 1889 || Clusters count: 17 || Log posterior: -4525.678437553647 || Iter Time:0.023555994033813477 || Total time:66.67733001708984 Iteration: 1890 || Clusters count: 17 || Log posterior: -4510.782098765362 || Iter Time:0.05064797401428223 || Total time:66.72797799110413 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1891 || Clusters count: 17 || Log posterior: -4521.24911049703 || Iter Time:0.02266693115234375 || Total time:66.75064492225647 Iteration: 1892 || Clusters count: 17 || Log posterior: -4508.773394873941 || Iter Time:0.05069088935852051 || Total time:66.80133581161499 Loading and distributing data: 0.000214 seconds (141 allocations: 13.211 KiB) Iteration: 1893 || Clusters count: 17 || Log posterior: -4485.999913920626 || Iter Time:0.023581981658935547 || Total time:66.82491779327393 Iteration: 1894 || Clusters count: 17 || Log posterior: -4473.873055551688 || Iter Time:0.04808402061462402 || Total time:66.87300181388855 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1895 || Clusters count: 17 || Log posterior: -4509.94553018051 || Iter Time:0.022181987762451172 || Total time:66.895183801651 Iteration: 1896 || Clusters count: 17 || Log posterior: -4488.407158070604 || Iter Time:0.053183794021606445 || Total time:66.94836759567261 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1897 || Clusters count: 17 || Log posterior: -4584.662220551454 || Iter Time:0.022591114044189453 || Total time:66.9709587097168 Iteration: 1898 || Clusters count: 17 || Log posterior: -4563.709322434951 || Iter Time:0.04850196838378906 || Total time:67.01946067810059 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1899 || Clusters count: 17 || Log posterior: -4527.606225556702 || Iter Time:0.022848129272460938 || Total time:67.04230880737305 Iteration: 1900 || Clusters count: 17 || Log posterior: -4513.933526148444 || Iter Time:0.05808687210083008 || Total time:67.10039567947388 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1901 || Clusters count: 17 || Log posterior: -4492.919013731772 || Iter Time:0.0225679874420166 || Total time:67.1229636669159 Iteration: 1902 || Clusters count: 17 || Log posterior: -4484.242289473182 || Iter Time:0.05395817756652832 || Total time:67.17692184448242 Loading and distributing data: 0.000213 seconds (141 allocations: 13.211 KiB) Iteration: 1903 || Clusters count: 17 || Log posterior: -4522.211123671723 || Iter Time:0.02434992790222168 || Total time:67.20127177238464 Iteration: 1904 || Clusters count: 17 || Log posterior: -4509.359656258306 || Iter Time:0.05494117736816406 || Total time:67.25621294975281 Loading and distributing data: 0.000228 seconds (141 allocations: 13.211 KiB) Iteration: 1905 || Clusters count: 17 || Log posterior: -4441.006393846787 || Iter Time:0.02283000946044922 || Total time:67.27904295921326 Iteration: 1906 || Clusters count: 17 || Log posterior: -4427.402671871856 || Iter Time:0.052735090255737305 || Total time:67.331778049469 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1907 || Clusters count: 17 || Log posterior: -4453.993496026291 || Iter Time:0.02111196517944336 || Total time:67.35289001464844 Iteration: 1908 || Clusters count: 17 || Log posterior: -4442.985221299029 || Iter Time:0.07049918174743652 || Total time:67.42338919639587 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1909 || Clusters count: 17 || Log posterior: -4481.3199494209675 || Iter Time:0.019701004028320312 || Total time:67.4430902004242 Iteration: 1910 || Clusters count: 17 || Log posterior: -4472.83072609872 || Iter Time:0.04563593864440918 || Total time:67.4887261390686 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1911 || Clusters count: 17 || Log posterior: -4562.732583113897 || Iter Time:0.019464969635009766 || Total time:67.50819110870361 Iteration: 1912 || Clusters count: 17 || Log posterior: -4537.571604429187 || Iter Time:0.0457158088684082 || Total time:67.55390691757202 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1913 || Clusters count: 17 || Log posterior: -4560.367850308284 || Iter Time:0.019484996795654297 || Total time:67.57339191436768 Iteration: 1914 || Clusters count: 17 || Log posterior: -4533.991536440085 || Iter Time:0.04487895965576172 || Total time:67.61827087402344 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1915 || Clusters count: 17 || Log posterior: -4468.0358321310405 || Iter Time:0.018924951553344727 || Total time:67.63719582557678 Iteration: 1916 || Clusters count: 17 || Log posterior: -4445.366319362505 || Iter Time:0.044975996017456055 || Total time:67.68217182159424 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1917 || Clusters count: 17 || Log posterior: -4471.727886579552 || Iter Time:0.018754005432128906 || Total time:67.70092582702637 Iteration: 1918 || Clusters count: 17 || Log posterior: -4463.328664267744 || Iter Time:0.04766201972961426 || Total time:67.74858784675598 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1919 || Clusters count: 17 || Log posterior: -4516.936524402645 || Iter Time:0.020510196685791016 || Total time:67.76909804344177 Iteration: 1920 || Clusters count: 17 || Log posterior: -4502.483112297029 || Iter Time:0.0496981143951416 || Total time:67.81879615783691 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1921 || Clusters count: 17 || Log posterior: -4468.324161815314 || Iter Time:0.020693063735961914 || Total time:67.83948922157288 Iteration: 1922 || Clusters count: 17 || Log posterior: -4459.933101979616 || Iter Time:0.051048994064331055 || Total time:67.8905382156372 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1923 || Clusters count: 17 || Log posterior: -4458.89278810485 || Iter Time:0.01955389976501465 || Total time:67.91009211540222 Iteration: 1924 || Clusters count: 17 || Log posterior: -4450.596235902401 || Iter Time:0.04836702346801758 || Total time:67.95845913887024 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1925 || Clusters count: 17 || Log posterior: -4500.343327481329 || Iter Time:0.01945185661315918 || Total time:67.9779109954834 Iteration: 1926 || Clusters count: 17 || Log posterior: -4490.549577304022 || Iter Time:0.047989845275878906 || Total time:68.02590084075928 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1927 || Clusters count: 17 || Log posterior: -4532.544403983239 || Iter Time:0.019984006881713867 || Total time:68.04588484764099 Iteration: 1928 || Clusters count: 17 || Log posterior: -4515.94395644086 || Iter Time:0.04891490936279297 || Total time:68.09479975700378 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1929 || Clusters count: 17 || Log posterior: -4494.6983640346225 || Iter Time:0.01960897445678711 || Total time:68.11440873146057 Iteration: 1930 || Clusters count: 17 || Log posterior: -4474.185310171332 || Iter Time:0.04543900489807129 || Total time:68.15984773635864 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1931 || Clusters count: 17 || Log posterior: -4517.124729335442 || Iter Time:0.04553818702697754 || Total time:68.20538592338562 Iteration: 1932 || Clusters count: 17 || Log posterior: -4510.237622311622 || Iter Time:0.04706001281738281 || Total time:68.252445936203 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1933 || Clusters count: 17 || Log posterior: -4533.559299369892 || Iter Time:0.021950960159301758 || Total time:68.2743968963623 Iteration: 1934 || Clusters count: 17 || Log posterior: -4531.901294221895 || Iter Time:0.05037379264831543 || Total time:68.32477068901062 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1935 || Clusters count: 17 || Log posterior: -4534.618335082849 || Iter Time:0.01993107795715332 || Total time:68.34470176696777 Iteration: 1936 || Clusters count: 17 || Log posterior: -4515.5042544355165 || Iter Time:0.04996800422668457 || Total time:68.39466977119446 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1937 || Clusters count: 17 || Log posterior: -4469.495534478669 || Iter Time:0.020010948181152344 || Total time:68.41468071937561 Iteration: 1938 || Clusters count: 17 || Log posterior: -4451.38576449563 || Iter Time:0.05086398124694824 || Total time:68.46554470062256 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1939 || Clusters count: 17 || Log posterior: -4470.492093735874 || Iter Time:0.020746946334838867 || Total time:68.4862916469574 Iteration: 1940 || Clusters count: 17 || Log posterior: -4465.6210107151255 || Iter Time:0.0518341064453125 || Total time:68.53812575340271 Loading and distributing data: 0.000219 seconds (141 allocations: 13.211 KiB) Iteration: 1941 || Clusters count: 17 || Log posterior: -4532.43006199207 || Iter Time:0.021446943283081055 || Total time:68.55957269668579 Iteration: 1942 || Clusters count: 17 || Log posterior: -4494.234465772543 || Iter Time:0.04639005661010742 || Total time:68.6059627532959 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1943 || Clusters count: 17 || Log posterior: -4525.491148781562 || Iter Time:0.020556926727294922 || Total time:68.6265196800232 Iteration: 1944 || Clusters count: 17 || Log posterior: -4507.576994178349 || Iter Time:0.0487368106842041 || Total time:68.6752564907074 Loading and distributing data: 0.000224 seconds (141 allocations: 13.211 KiB) Iteration: 1945 || Clusters count: 17 || Log posterior: -4531.953850609872 || Iter Time:0.020164012908935547 || Total time:68.69542050361633 Iteration: 1946 || Clusters count: 17 || Log posterior: -4521.6615547189695 || Iter Time:0.047798871994018555 || Total time:68.74321937561035 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1947 || Clusters count: 17 || Log posterior: -4525.129156131469 || Iter Time:0.020431041717529297 || Total time:68.76365041732788 Iteration: 1948 || Clusters count: 17 || Log posterior: -4501.21813419599 || Iter Time:0.0472409725189209 || Total time:68.8108913898468 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1949 || Clusters count: 17 || Log posterior: -4528.629994404514 || Iter Time:0.020600080490112305 || Total time:68.83149147033691 Iteration: 1950 || Clusters count: 17 || Log posterior: -4503.01794960043 || Iter Time:0.05025315284729004 || Total time:68.8817446231842 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1951 || Clusters count: 17 || Log posterior: -4526.039869951173 || Iter Time:0.021301984786987305 || Total time:68.90304660797119 Iteration: 1952 || Clusters count: 17 || Log posterior: -4509.285266122047 || Iter Time:0.04757404327392578 || Total time:68.95062065124512 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1953 || Clusters count: 17 || Log posterior: -4521.465074531935 || Iter Time:0.019649982452392578 || Total time:68.97027063369751 Iteration: 1954 || Clusters count: 17 || Log posterior: -4508.355473162079 || Iter Time:0.07512903213500977 || Total time:69.04539966583252 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1955 || Clusters count: 17 || Log posterior: -4522.143511547149 || Iter Time:0.02014613151550293 || Total time:69.06554579734802 Iteration: 1956 || Clusters count: 17 || Log posterior: -4513.477947270624 || Iter Time:0.04808807373046875 || Total time:69.11363387107849 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1957 || Clusters count: 17 || Log posterior: -4497.962113840957 || Iter Time:0.01923203468322754 || Total time:69.13286590576172 Iteration: 1958 || Clusters count: 17 || Log posterior: -4482.926409618652 || Iter Time:0.04521584510803223 || Total time:69.17808175086975 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1959 || Clusters count: 17 || Log posterior: -4490.913542400819 || Iter Time:0.0190579891204834 || Total time:69.19713973999023 Iteration: 1960 || Clusters count: 17 || Log posterior: -4476.45930369319 || Iter Time:0.046012163162231445 || Total time:69.24315190315247 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1961 || Clusters count: 17 || Log posterior: -4500.856665659481 || Iter Time:0.02047109603881836 || Total time:69.26362299919128 Iteration: 1962 || Clusters count: 17 || Log posterior: -4493.148546671316 || Iter Time:0.04432988166809082 || Total time:69.30795288085938 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1963 || Clusters count: 17 || Log posterior: -4454.5290357795375 || Iter Time:0.01783895492553711 || Total time:69.32579183578491 Iteration: 1964 || Clusters count: 17 || Log posterior: -4441.159579812103 || Iter Time:0.0464019775390625 || Total time:69.37219381332397 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1965 || Clusters count: 17 || Log posterior: -4474.4649922524795 || Iter Time:0.018246889114379883 || Total time:69.39044070243835 Iteration: 1966 || Clusters count: 17 || Log posterior: -4457.323362676587 || Iter Time:0.0459749698638916 || Total time:69.43641567230225 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1967 || Clusters count: 17 || Log posterior: -4534.764093387677 || Iter Time:0.01873302459716797 || Total time:69.45514869689941 Iteration: 1968 || Clusters count: 17 || Log posterior: -4516.434745178548 || Iter Time:0.047532081604003906 || Total time:69.50268077850342 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1969 || Clusters count: 17 || Log posterior: -4525.858191637388 || Iter Time:0.019396066665649414 || Total time:69.52207684516907 Iteration: 1970 || Clusters count: 17 || Log posterior: -4506.430515144193 || Iter Time:0.046035051345825195 || Total time:69.56811189651489 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1971 || Clusters count: 17 || Log posterior: -4506.899629266823 || Iter Time:0.018908023834228516 || Total time:69.58701992034912 Iteration: 1972 || Clusters count: 17 || Log posterior: -4494.47227481361 || Iter Time:0.04758095741271973 || Total time:69.63460087776184 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1973 || Clusters count: 17 || Log posterior: -4546.525095450949 || Iter Time:0.0190579891204834 || Total time:69.65365886688232 Iteration: 1974 || Clusters count: 17 || Log posterior: -4539.407087847683 || Iter Time:0.04847311973571777 || Total time:69.70213198661804 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1975 || Clusters count: 17 || Log posterior: -4535.401610293309 || Iter Time:0.019299030303955078 || Total time:69.721431016922 Iteration: 1976 || Clusters count: 17 || Log posterior: -4521.419463857456 || Iter Time:0.07205486297607422 || Total time:69.79348587989807 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1977 || Clusters count: 17 || Log posterior: -4544.221981086179 || Iter Time:0.019243955612182617 || Total time:69.81272983551025 Iteration: 1978 || Clusters count: 17 || Log posterior: -4520.8925232916745 || Iter Time:0.04854702949523926 || Total time:69.8612768650055 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1979 || Clusters count: 17 || Log posterior: -4520.295907519966 || Iter Time:0.01954793930053711 || Total time:69.88082480430603 Iteration: 1980 || Clusters count: 17 || Log posterior: -4515.22553251549 || Iter Time:0.04852914810180664 || Total time:69.92935395240784 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1981 || Clusters count: 17 || Log posterior: -4512.693966697782 || Iter Time:0.019631147384643555 || Total time:69.94898509979248 Iteration: 1982 || Clusters count: 17 || Log posterior: -4495.499943751601 || Iter Time:0.04954099655151367 || Total time:69.998526096344 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1983 || Clusters count: 17 || Log posterior: -4486.124222867423 || Iter Time:0.01923990249633789 || Total time:70.01776599884033 Iteration: 1984 || Clusters count: 17 || Log posterior: -4469.419518538748 || Iter Time:0.04519391059875488 || Total time:70.06295990943909 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 1985 || Clusters count: 17 || Log posterior: -4485.233970682671 || Iter Time:0.019083023071289062 || Total time:70.08204293251038 Iteration: 1986 || Clusters count: 17 || Log posterior: -4471.042142401623 || Iter Time:0.04550600051879883 || Total time:70.12754893302917 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1987 || Clusters count: 17 || Log posterior: -4499.752705711357 || Iter Time:0.01772618293762207 || Total time:70.1452751159668 Iteration: 1988 || Clusters count: 17 || Log posterior: -4493.8677896614945 || Iter Time:0.04130220413208008 || Total time:70.18657732009888 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1989 || Clusters count: 17 || Log posterior: -4534.9551443989585 || Iter Time:0.018325090408325195 || Total time:70.2049024105072 Iteration: 1990 || Clusters count: 17 || Log posterior: -4525.945483479027 || Iter Time:0.04221200942993164 || Total time:70.24711441993713 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 1991 || Clusters count: 17 || Log posterior: -4533.519883732879 || Iter Time:0.018497943878173828 || Total time:70.26561236381531 Iteration: 1992 || Clusters count: 17 || Log posterior: -4513.302272131999 || Iter Time:0.04242992401123047 || Total time:70.30804228782654 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1993 || Clusters count: 17 || Log posterior: -4562.867381643545 || Iter Time:0.01767897605895996 || Total time:70.3257212638855 Iteration: 1994 || Clusters count: 17 || Log posterior: -4550.937977270416 || Iter Time:0.04020500183105469 || Total time:70.36592626571655 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1995 || Clusters count: 17 || Log posterior: -4480.31819498007 || Iter Time:0.01781916618347168 || Total time:70.38374543190002 Iteration: 1996 || Clusters count: 17 || Log posterior: -4458.705377787092 || Iter Time:0.04163694381713867 || Total time:70.42538237571716 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1997 || Clusters count: 17 || Log posterior: -4458.532370146217 || Iter Time:0.017796993255615234 || Total time:70.44317936897278 Iteration: 1998 || Clusters count: 17 || Log posterior: -4440.770783218501 || Iter Time:0.06809401512145996 || Total time:70.51127338409424 Loading and distributing data: 0.000171 seconds (141 allocations: 13.242 KiB) Iteration: 1999 || Clusters count: 17 || Log posterior: -4481.154500003963 || Iter Time:0.017834186553955078 || Total time:70.5291075706482 Iteration: 2000 || Clusters count: 17 || Log posterior: -4464.806445574984 || Iter Time:0.04538607597351074 || Total time:70.5744936466217 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 2001 || Clusters count: 17 || Log posterior: -4503.738203427921 || Iter Time:0.01796698570251465 || Total time:70.59246063232422 Iteration: 2002 || Clusters count: 17 || Log posterior: -4488.551779820367 || Iter Time:0.044370174407958984 || Total time:70.63683080673218 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 2003 || Clusters count: 17 || Log posterior: -4485.454479226946 || Iter Time:0.02008199691772461 || Total time:70.6569128036499 Iteration: 2004 || Clusters count: 17 || Log posterior: -4473.78739886786 || Iter Time:0.050024986267089844 || Total time:70.70693778991699 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 2005 || Clusters count: 17 || Log posterior: -4537.884201043569 || Iter Time:0.020294904708862305 || Total time:70.72723269462585 Iteration: 2006 || Clusters count: 17 || Log posterior: -4527.411210993863 || Iter Time:0.04440498352050781 || Total time:70.77163767814636 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 2007 || Clusters count: 17 || Log posterior: -4509.66514183212 || Iter Time:0.018283843994140625 || Total time:70.7899215221405 Iteration: 2008 || Clusters count: 17 || Log posterior: -4495.119326215588 || Iter Time:0.04653596878051758 || Total time:70.83645749092102 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 2009 || Clusters count: 17 || Log posterior: -4507.850362628696 || Iter Time:0.019739151000976562 || Total time:70.856196641922 Iteration: 2010 || Clusters count: 17 || Log posterior: -4492.194472790628 || Iter Time:0.045732975006103516 || Total time:70.9019296169281 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 2011 || Clusters count: 17 || Log posterior: -4479.349030881708 || Iter Time:0.018245935440063477 || Total time:70.92017555236816 Iteration: 2012 || Clusters count: 17 || Log posterior: -4460.267476601414 || Iter Time:0.04537200927734375 || Total time:70.96554756164551 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 2013 || Clusters count: 17 || Log posterior: -4516.147100410031 || Iter Time:0.01970195770263672 || Total time:70.98524951934814 Iteration: 2014 || Clusters count: 17 || Log posterior: -4487.734006375022 || Iter Time:0.04629087448120117 || Total time:71.03154039382935 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 2015 || Clusters count: 17 || Log posterior: -4495.455154843541 || Iter Time:0.018845081329345703 || Total time:71.05038547515869 Iteration: 2016 || Clusters count: 17 || Log posterior: -4473.734237540891 || Iter Time:0.04538893699645996 || Total time:71.09577441215515 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 2017 || Clusters count: 17 || Log posterior: -4479.348149375404 || Iter Time:0.020332813262939453 || Total time:71.11610722541809 Iteration: 2018 || Clusters count: 17 || Log posterior: -4459.326526964391 || Iter Time:0.05216503143310547 || Total time:71.1682722568512 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 2019 || Clusters count: 17 || Log posterior: -4498.682518908669 || Iter Time:0.020745038986206055 || Total time:71.1890172958374 Iteration: 2020 || Clusters count: 17 || Log posterior: -4485.086680460747 || Iter Time:0.04848885536193848 || Total time:71.23750615119934 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 2021 || Clusters count: 17 || Log posterior: -4535.883854391369 || Iter Time:0.04721498489379883 || Total time:71.28472113609314 Iteration: 2022 || Clusters count: 17 || Log posterior: -4518.369355337956 || Iter Time:0.04991793632507324 || Total time:71.33463907241821 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 2023 || Clusters count: 17 || Log posterior: -4546.212917504629 || Iter Time:0.020246028900146484 || Total time:71.35488510131836 Iteration: 2024 || Clusters count: 17 || Log posterior: -4535.731766705681 || Iter Time:0.04556918144226074 || Total time:71.40045428276062 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 2025 || Clusters count: 17 || Log posterior: -4541.162282668462 || Iter Time:0.020111799240112305 || Total time:71.42056608200073 Iteration: 2026 || Clusters count: 17 || Log posterior: -4534.142330401192 || Iter Time:0.04661202430725098 || Total time:71.46717810630798 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 2027 || Clusters count: 17 || Log posterior: -4475.021321929452 || Iter Time:0.020918846130371094 || Total time:71.48809695243835 Iteration: 2028 || Clusters count: 17 || Log posterior: -4463.354479792723 || Iter Time:0.04709792137145996 || Total time:71.53519487380981 Avg NMI: 0.9204762633650967 Full NMI: 0.8703348288966397 Test Summary: | Total Time Streaming Data NIW 3 | 0 2m02.3s Testing DPMMSubClustersStreaming tests passed Testing completed after 237.78s PkgEval succeeded after 350.22s