Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.1808 (1cd77b505e*) started at 2026-02-26T19:14:24.132 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 14.13s ################################################################################ # 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 v1.5.2 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.4.0 [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 v1.9.17 [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 5.94s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 5123.0 ms ✓ Clustering 10796.8 ms ✓ KernelFunctions 10903.1 ms ✓ DPMMSubClustersStreaming 3 dependencies successfully precompiled in 28 seconds. 101 already precompiled. Precompilation completed after 51.96s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_c9IrPD/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_c9IrPD/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 v1.5.2 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.4.0 [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 v1.9.17 [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: 4.130848 seconds (959.15 k allocations: 60.358 MiB, 5.74% gc time, 99.89% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233072.13173629093 || Iter Time:19.903244972229004 || Total time:19.903244972229004 Iteration: 1 || Clusters count: 1 || Log posterior: -233072.13173629093 || Iter Time:0.006119966506958008 || Total time:19.909364938735962 Iteration: 2 || Clusters count: 1 || Log posterior: -233072.13173629093 || Iter Time:0.0059070587158203125 || Total time:19.915271997451782 Iteration: 3 || Clusters count: 1 || Log posterior: -233072.13173629093 || Iter Time:0.0060079097747802734 || Total time:19.921279907226562 Iteration: 4 || Clusters count: 1 || Log posterior: -233072.13173629093 || Iter Time:0.0061779022216796875 || Total time:19.927457809448242 Iteration: 5 || Clusters count: 1 || Log posterior: -233072.13173629093 || Iter Time:0.01947808265686035 || Total time:19.946935892105103 Iteration: 6 || Clusters count: 1 || Log posterior: -233072.13173629093 || Iter Time:0.005857944488525391 || Total time:19.952793836593628 Iteration: 7 || Clusters count: 1 || Log posterior: -233072.13173629093 || Iter Time:0.0057179927825927734 || Total time:19.95851182937622 Iteration: 8 || Clusters count: 1 || Log posterior: -233072.13173629093 || Iter Time:0.005875110626220703 || Total time:19.96438694000244 Iteration: 9 || Clusters count: 1 || Log posterior: -233072.13173629093 || Iter Time:0.005997896194458008 || Total time:19.9703848361969 Iteration: 10 || Clusters count: 1 || Log posterior: -233072.13173629093 || Iter Time:0.005752086639404297 || Total time:19.976136922836304 Iteration: 11 || Clusters count: 1 || Log posterior: -233072.13173629093 || Iter Time:0.00592803955078125 || Total time:19.982064962387085 Iteration: 12 || Clusters count: 1 || Log posterior: -233072.13173629093 || Iter Time:0.005731105804443359 || Total time:19.98779606819153 Iteration: 13 || Clusters count: 2 || Log posterior: -232769.7130320214 || Iter Time:4.614617109298706 || Total time:24.602413177490234 Iteration: 14 || Clusters count: 2 || Log posterior: -232747.0139103955 || Iter Time:0.006623029708862305 || Total time:24.609036207199097 Iteration: 15 || Clusters count: 2 || Log posterior: -232745.7107728506 || Iter Time:0.006309986114501953 || Total time:24.6153461933136 Iteration: 16 || Clusters count: 2 || Log posterior: -232728.07213625425 || Iter Time:0.006378889083862305 || Total time:24.62172508239746 Iteration: 17 || Clusters count: 2 || Log posterior: -232753.80397680303 || Iter Time:0.006372928619384766 || Total time:24.628098011016846 Iteration: 18 || Clusters count: 2 || Log posterior: -232767.57889865327 || Iter Time:0.00609898567199707 || Total time:24.634196996688843 Iteration: 19 || Clusters count: 2 || Log posterior: -232731.50547273539 || Iter Time:0.006278038024902344 || Total time:24.640475034713745 Iteration: 20 || Clusters count: 2 || Log posterior: -232642.20741753883 || Iter Time:1.7803630828857422 || Total time:26.420838117599487 Loading and distributing data: 0.001057 seconds (142 allocations: 396.039 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232910.77284495952 || Iter Time:0.03289294242858887 || Total time:26.453731060028076 Iteration: 22 || Clusters count: 2 || Log posterior: -232894.32968000052 || Iter Time:0.006281137466430664 || Total time:26.460012197494507 Iteration: 23 || Clusters count: 2 || Log posterior: -232858.4625813265 || Iter Time:0.006083011627197266 || Total time:26.466095209121704 Iteration: 24 || Clusters count: 2 || Log posterior: -232857.91346995952 || Iter Time:0.0057828426361083984 || Total time:26.471878051757812 Iteration: 25 || Clusters count: 2 || Log posterior: -232876.07176185984 || Iter Time:0.011049032211303711 || Total time:26.482927083969116 Iteration: 26 || Clusters count: 2 || Log posterior: -232867.36863685984 || Iter Time:0.006033897399902344 || Total time:26.48896098136902 Iteration: 27 || Clusters count: 2 || Log posterior: -232871.36416494724 || Iter Time:0.008435964584350586 || Total time:26.49739694595337 Iteration: 28 || Clusters count: 3 || Log posterior: -232527.31604104256 || Iter Time:0.007855892181396484 || Total time:26.505252838134766 Iteration: 29 || Clusters count: 3 || Log posterior: -232415.8518025982 || Iter Time:0.006575822830200195 || Total time:26.511828660964966 Iteration: 30 || Clusters count: 4 || Log posterior: -232098.2755004518 || Iter Time:0.008506059646606445 || Total time:26.520334720611572 Iteration: 31 || Clusters count: 4 || Log posterior: -231980.77753746847 || Iter Time:0.0067958831787109375 || Total time:26.527130603790283 Iteration: 32 || Clusters count: 4 || Log posterior: -231962.52313900375 || Iter Time:0.007892131805419922 || Total time:26.535022735595703 Iteration: 33 || Clusters count: 4 || Log posterior: -231931.24306102368 || Iter Time:0.006863832473754883 || Total time:26.541886568069458 Iteration: 34 || Clusters count: 4 || Log posterior: -231936.6411141909 || Iter Time:0.006634950637817383 || Total time:26.548521518707275 Iteration: 35 || Clusters count: 4 || Log posterior: -231963.02306442414 || Iter Time:0.007758140563964844 || Total time:26.55627965927124 Iteration: 36 || Clusters count: 4 || Log posterior: -231934.74067067512 || Iter Time:0.006654977798461914 || Total time:26.562934637069702 Iteration: 37 || Clusters count: 4 || Log posterior: -231929.88299377583 || Iter Time:0.0065081119537353516 || Total time:26.569442749023438 Iteration: 38 || Clusters count: 4 || Log posterior: -231911.04021303193 || Iter Time:0.006721973419189453 || Total time:26.576164722442627 Iteration: 39 || Clusters count: 4 || Log posterior: -231908.2255088149 || Iter Time:0.006733894348144531 || Total time:26.58289861679077 Iteration: 40 || Clusters count: 4 || Log posterior: -231921.25750566303 || Iter Time:0.006838083267211914 || Total time:26.589736700057983 Iteration: 41 || Clusters count: 4 || Log posterior: -231835.72253703538 || Iter Time:0.0066471099853515625 || Total time:26.596383810043335 Loading and distributing data: 0.000925 seconds (142 allocations: 396.039 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262059.131142718 || Iter Time:0.007117033004760742 || Total time:26.603500843048096 Iteration: 43 || Clusters count: 5 || Log posterior: -261707.9330684416 || Iter Time:0.00804901123046875 || Total time:26.611549854278564 Iteration: 44 || Clusters count: 5 || Log posterior: -261628.42334696904 || Iter Time:0.007838010787963867 || Total time:26.61938786506653 Iteration: 45 || Clusters count: 6 || Log posterior: -261294.48660389087 || Iter Time:0.009939908981323242 || Total time:26.62932777404785 Iteration: 46 || Clusters count: 6 || Log posterior: -261180.14505849188 || Iter Time:0.008799076080322266 || Total time:26.638126850128174 Iteration: 47 || Clusters count: 7 || Log posterior: -260985.97710396393 || Iter Time:0.010537862777709961 || Total time:26.648664712905884 Iteration: 48 || Clusters count: 7 || Log posterior: -260865.09912030242 || Iter Time:0.009078025817871094 || Total time:26.657742738723755 Iteration: 49 || Clusters count: 7 || Log posterior: -260852.01150718518 || Iter Time:0.009104013442993164 || Total time:26.666846752166748 Iteration: 50 || Clusters count: 7 || Log posterior: -260826.40247800192 || Iter Time:0.00938105583190918 || Total time:26.676227807998657 Iteration: 51 || Clusters count: 7 || Log posterior: -260801.70856946878 || Iter Time:0.009113073348999023 || Total time:26.685340881347656 Iteration: 52 || Clusters count: 7 || Log posterior: -260821.3233864895 || Iter Time:0.06594491004943848 || Total time:26.751285791397095 Iteration: 53 || Clusters count: 7 || Log posterior: -260804.62122184367 || Iter Time:0.007771015167236328 || Total time:26.75905680656433 Iteration: 54 || Clusters count: 7 || Log posterior: -260805.18198513097 || Iter Time:0.007794857025146484 || Total time:26.766851663589478 Iteration: 55 || Clusters count: 7 || Log posterior: -260821.42866340664 || Iter Time:0.007840156555175781 || Total time:26.774691820144653 Iteration: 56 || Clusters count: 7 || Log posterior: -260796.59183849194 || Iter Time:0.0077478885650634766 || Total time:26.782439708709717 Iteration: 57 || Clusters count: 7 || Log posterior: -260829.10677295577 || Iter Time:0.007757902145385742 || Total time:26.790197610855103 Iteration: 58 || Clusters count: 7 || Log posterior: -260796.2026619248 || Iter Time:0.00793004035949707 || Total time:26.7981276512146 Iteration: 59 || Clusters count: 8 || Log posterior: -260433.52215073715 || Iter Time:0.009815216064453125 || Total time:26.807942867279053 Iteration: 60 || Clusters count: 8 || Log posterior: -260385.5198697579 || Iter Time:0.7479979991912842 || Total time:27.555940866470337 Iteration: 61 || Clusters count: 8 || Log posterior: -260381.6830890886 || Iter Time:0.0090789794921875 || Total time:27.565019845962524 Iteration: 62 || Clusters count: 8 || Log posterior: -260309.68894215932 || Iter Time:0.00896596908569336 || Total time:27.573985815048218 Loading and distributing data: 0.000848 seconds (142 allocations: 396.039 KiB) Iteration: 63 || Clusters count: 11 || Log posterior: -259162.0867678909 || Iter Time:0.011523962020874023 || Total time:27.585509777069092 Iteration: 64 || Clusters count: 11 || Log posterior: -258767.79755885166 || Iter Time:0.02257704734802246 || Total time:27.608086824417114 Iteration: 65 || Clusters count: 12 || Log posterior: -258307.072088928 || Iter Time:0.010625839233398438 || Total time:27.618712663650513 Iteration: 66 || Clusters count: 12 || Log posterior: -258248.5041428305 || Iter Time:0.00977015495300293 || Total time:27.628482818603516 Iteration: 67 || Clusters count: 12 || Log posterior: -258241.8491737737 || Iter Time:0.009853124618530273 || Total time:27.638335943222046 Iteration: 68 || Clusters count: 12 || Log posterior: -258237.3653726852 || Iter Time:0.009757041931152344 || Total time:27.6480929851532 Iteration: 69 || Clusters count: 12 || Log posterior: -258231.74972967757 || Iter Time:0.009724140167236328 || Total time:27.657817125320435 Iteration: 70 || Clusters count: 12 || Log posterior: -258211.9371443389 || Iter Time:0.009735107421875 || Total time:27.66755223274231 Iteration: 71 || Clusters count: 12 || Log posterior: -258224.96513489334 || Iter Time:0.00966501235961914 || Total time:27.67721724510193 Iteration: 72 || Clusters count: 12 || Log posterior: -258226.3745003531 || Iter Time:0.033020973205566406 || Total time:27.710238218307495 Iteration: 73 || Clusters count: 12 || Log posterior: -258208.35125346956 || Iter Time:0.009835958480834961 || Total time:27.72007417678833 Iteration: 74 || Clusters count: 13 || Log posterior: -257957.19877337644 || Iter Time:0.011012077331542969 || Total time:27.731086254119873 Iteration: 75 || Clusters count: 13 || Log posterior: -257918.87791304124 || Iter Time:0.010048866271972656 || Total time:27.741135120391846 Iteration: 76 || Clusters count: 13 || Log posterior: -257893.00759512017 || Iter Time:0.009768962860107422 || Total time:27.750904083251953 Iteration: 77 || Clusters count: 13 || Log posterior: -257910.29601187195 || Iter Time:0.009737014770507812 || Total time:27.76064109802246 Iteration: 78 || Clusters count: 13 || Log posterior: -257906.25412656402 || Iter Time:0.011774063110351562 || Total time:27.772415161132812 Iteration: 79 || Clusters count: 13 || Log posterior: -257900.7540158502 || Iter Time:0.01230001449584961 || Total time:27.784715175628662 Iteration: 80 || Clusters count: 13 || Log posterior: -257906.72560516922 || Iter Time:0.013617992401123047 || Total time:27.798333168029785 Iteration: 81 || Clusters count: 13 || Log posterior: -257895.31197676525 || Iter Time:0.014171123504638672 || Total time:27.812504291534424 Iteration: 82 || Clusters count: 13 || Log posterior: -257890.5910574319 || Iter Time:0.014075040817260742 || Total time:27.826579332351685 Iteration: 83 || Clusters count: 13 || Log posterior: -257882.1953935943 || Iter Time:0.013620853424072266 || Total time:27.840200185775757 Loading and distributing data: 0.000861 seconds (142 allocations: 396.039 KiB) Iteration: 84 || Clusters count: 14 || Log posterior: -257589.43865835477 || Iter Time:0.01594400405883789 || Total time:27.856144189834595 Iteration: 85 || Clusters count: 14 || Log posterior: -257516.3746067867 || Iter Time:0.029161930084228516 || Total time:27.885306119918823 Iteration: 86 || Clusters count: 14 || Log posterior: -257486.8745236126 || Iter Time:0.014446020126342773 || Total time:27.899752140045166 Iteration: 87 || Clusters count: 14 || Log posterior: -257484.1438686568 || Iter Time:0.014176130294799805 || Total time:27.913928270339966 Iteration: 88 || Clusters count: 14 || Log posterior: -257476.74331080867 || Iter Time:0.014373064041137695 || Total time:27.928301334381104 Iteration: 89 || Clusters count: 15 || Log posterior: -257145.81951154015 || Iter Time:0.01572895050048828 || Total time:27.944030284881592 Iteration: 90 || Clusters count: 15 || Log posterior: -257098.55929597135 || Iter Time:0.015037775039672852 || Total time:27.959068059921265 Iteration: 91 || Clusters count: 15 || Log posterior: -257094.19816410638 || Iter Time:0.015856027603149414 || Total time:27.974924087524414 Iteration: 92 || Clusters count: 15 || Log posterior: -257082.1729624507 || Iter Time:0.015402078628540039 || Total time:27.990326166152954 Iteration: 93 || Clusters count: 15 || Log posterior: -257079.01576316904 || Iter Time:0.014815092086791992 || Total time:28.005141258239746 Iteration: 94 || Clusters count: 15 || Log posterior: -257075.2540540486 || Iter Time:0.02000284194946289 || Total time:28.02514410018921 Iteration: 95 || Clusters count: 15 || Log posterior: -257081.17020000194 || Iter Time:0.014828920364379883 || Total time:28.03997302055359 Iteration: 96 || Clusters count: 15 || Log posterior: -257079.02183176726 || Iter Time:0.014744043350219727 || Total time:28.05471706390381 Iteration: 97 || Clusters count: 15 || Log posterior: -257073.2083937188 || Iter Time:0.014606952667236328 || Total time:28.069324016571045 Iteration: 98 || Clusters count: 15 || Log posterior: -257081.41700544715 || Iter Time:0.014868021011352539 || Total time:28.084192037582397 Iteration: 99 || Clusters count: 15 || Log posterior: -257089.60608782922 || Iter Time:0.015506982803344727 || Total time:28.099699020385742 Iteration: 100 || Clusters count: 15 || Log posterior: -257105.32442681552 || Iter Time:0.0157010555267334 || Total time:28.115400075912476 Iteration: 101 || Clusters count: 15 || Log posterior: -257095.38555325998 || Iter Time:0.020370006561279297 || Total time:28.135770082473755 Iteration: 102 || Clusters count: 15 || Log posterior: -257087.55457888596 || Iter Time:0.01526498794555664 || Total time:28.15103507041931 Iteration: 103 || Clusters count: 15 || Log posterior: -257101.61734790733 || Iter Time:0.015841007232666016 || Total time:28.166876077651978 Iteration: 104 || Clusters count: 15 || Log posterior: -257069.39374614274 || Iter Time:0.01501011848449707 || Total time:28.181886196136475 Loading and distributing data: 0.000766 seconds (142 allocations: 396.039 KiB) Iteration: 105 || Clusters count: 17 || Log posterior: -256451.89588342112 || Iter Time:0.016859054565429688 || Total time:28.198745250701904 Iteration: 106 || Clusters count: 17 || Log posterior: -256249.3305318162 || Iter Time:0.0213778018951416 || Total time:28.220123052597046 Iteration: 107 || Clusters count: 17 || Log posterior: -256233.12580682058 || Iter Time:0.016022920608520508 || Total time:28.236145973205566 Iteration: 108 || Clusters count: 17 || Log posterior: -256205.77776962722 || Iter Time:0.014762163162231445 || Total time:28.250908136367798 Iteration: 109 || Clusters count: 17 || Log posterior: -256205.88349536396 || Iter Time:0.01802992820739746 || Total 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-255239.77362411216 || Iter Time:0.018212080001831055 || Total time:28.68016266822815 Iteration: 131 || Clusters count: 19 || Log posterior: -255250.67505812473 || Iter Time:0.022591114044189453 || Total time:28.70275378227234 Iteration: 132 || Clusters count: 19 || Log posterior: -255243.55074212444 || Iter Time:0.018341064453125 || Total time:28.721094846725464 Iteration: 133 || Clusters count: 19 || Log posterior: -255247.6820451729 || Iter Time:0.01838517189025879 || Total time:28.739480018615723 Iteration: 134 || Clusters count: 19 || Log posterior: -255232.72935850426 || Iter Time:0.01834583282470703 || Total time:28.75782585144043 Iteration: 135 || Clusters count: 19 || Log posterior: -255232.72935850426 || Iter Time:0.023108959197998047 || Total time:28.780934810638428 Iteration: 136 || Clusters count: 19 || Log posterior: -255236.0068310253 || Iter Time:0.018584012985229492 || Total time:28.799518823623657 Iteration: 137 || Clusters count: 19 || Log posterior: -255237.63122591627 || Iter Time:0.018296003341674805 || Total time:28.817814826965332 Iteration: 138 || Clusters count: 19 || Log posterior: -255244.14062921106 || Iter Time:0.018268823623657227 || Total time:28.83608365058899 Iteration: 139 || Clusters count: 19 || Log posterior: -255237.29500615955 || Iter Time:0.022866010665893555 || Total time:28.858949661254883 Iteration: 140 || Clusters count: 19 || Log posterior: -255237.72093649197 || Iter Time:0.018283843994140625 || Total time:28.877233505249023 Iteration: 141 || Clusters count: 19 || Log posterior: -255248.14010754993 || Iter Time:0.02435612678527832 || Total time:28.9015896320343 Iteration: 142 || Clusters count: 19 || Log posterior: -255242.67033789385 || Iter Time:0.02878594398498535 || Total time:28.930375576019287 Iteration: 143 || Clusters count: 19 || Log posterior: -255244.75395488687 || Iter Time:0.024715900421142578 || Total time:28.95509147644043 Iteration: 144 || Clusters count: 19 || Log posterior: -255239.91877099822 || Iter Time:0.024492979049682617 || Total time:28.979584455490112 Iteration: 145 || Clusters count: 19 || Log posterior: -255238.6922020834 || Iter Time:0.024437904357910156 || Total time:29.004022359848022 Iteration: 146 || Clusters count: 19 || Log posterior: -255232.72935850426 || Iter Time:0.02674388885498047 || Total time:29.030766248703003 Loading and distributing data: 0.000841 seconds (142 allocations: 396.039 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255171.18173416817 || Iter Time:0.024612903594970703 || Total time:29.055379152297974 Iteration: 148 || Clusters count: 20 || Log posterior: -255076.11289997806 || Iter Time:0.022522926330566406 || Total time:29.07790207862854 Iteration: 149 || Clusters count: 20 || Log posterior: -255064.8871537556 || Iter Time:0.028347015380859375 || Total time:29.1062490940094 Iteration: 150 || Clusters count: 20 || Log posterior: -255062.32805056853 || Iter Time:0.022782087326049805 || Total 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time:29.473814964294434 Iteration: 165 || Clusters count: 20 || Log posterior: -255061.37796487843 || Iter Time:0.02580714225769043 || Total time:29.499622106552124 Iteration: 166 || Clusters count: 20 || Log posterior: -255063.55819184086 || Iter Time:0.030646085739135742 || Total time:29.53026819229126 Iteration: 167 || Clusters count: 20 || Log posterior: -255063.55819184086 || Iter Time:0.02387690544128418 || Total time:29.554145097732544 Loading and distributing data: 0.000860 seconds (142 allocations: 396.039 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255191.0463972566 || Iter Time:0.0262300968170166 || Total time:29.58037519454956 Iteration: 169 || Clusters count: 20 || Log posterior: -255185.197701938 || Iter Time:0.029311180114746094 || Total time:29.609686374664307 Iteration: 170 || Clusters count: 20 || Log posterior: -255171.38400542625 || Iter Time:0.024605989456176758 || Total time:29.634292364120483 Iteration: 171 || Clusters count: 20 || Log posterior: -255172.39195839438 || Iter Time:0.024667024612426758 || Total time:29.65895938873291 Iteration: 172 || Clusters count: 21 || Log posterior: -255178.8391016725 || Iter Time:0.029812097549438477 || Total time:29.68877148628235 Iteration: 173 || Clusters count: 21 || Log posterior: -255185.03286750754 || Iter Time:0.024303913116455078 || Total time:29.713075399398804 Iteration: 174 || Clusters count: 21 || Log posterior: -255188.35753701787 || Iter Time:0.024572134017944336 || Total time:29.737647533416748 Iteration: 175 || Clusters count: 21 || Log posterior: -255175.42510319865 || Iter Time:0.028423070907592773 || Total time:29.76607060432434 Iteration: 176 || Clusters count: 21 || Log posterior: -255181.58714499258 || Iter Time:0.023993968963623047 || Total time:29.790064573287964 Iteration: 177 || Clusters count: 21 || Log posterior: -255174.28891545202 || Iter Time:0.02347087860107422 || Total time:29.813535451889038 Iteration: 178 || Clusters count: 21 || Log posterior: -255174.28891545202 || Iter Time:0.0282289981842041 || Total time:29.841764450073242 Iteration: 179 || Clusters count: 21 || Log posterior: -255179.45457144047 || Iter Time:0.024499177932739258 || Total time:29.86626362800598 Iteration: 180 || Clusters count: 21 || Log posterior: -255125.497472522 || Iter Time:0.02354598045349121 || Total time:29.889809608459473 Iteration: 181 || Clusters count: 21 || Log posterior: -255129.76077494948 || Iter Time:0.022748947143554688 || Total time:29.912558555603027 Iteration: 182 || Clusters count: 21 || Log posterior: -255117.27255585606 || Iter Time:0.026888132095336914 || Total time:29.939446687698364 Iteration: 183 || Clusters count: 21 || Log posterior: -255117.6761853111 || Iter Time:0.023679018020629883 || Total time:29.963125705718994 Iteration: 184 || Clusters count: 21 || Log posterior: -255124.41368921992 || Iter Time:0.023583173751831055 || Total time:29.986708879470825 Iteration: 185 || Clusters count: 21 || Log posterior: -255122.50879674542 || Iter Time:0.029069900512695312 || Total time:30.01577877998352 Iteration: 186 || Clusters count: 21 || Log posterior: -255114.34170256983 || Iter Time:0.024100065231323242 || Total time:30.039878845214844 Iteration: 187 || Clusters count: 21 || Log posterior: -255120.06279666658 || Iter Time:0.026042938232421875 || Total time:30.065921783447266 Iteration: 188 || Clusters count: 21 || Log posterior: -255113.76985225608 || Iter Time:0.028629064559936523 || Total time:30.094550848007202 Loading and distributing data: 0.000839 seconds (142 allocations: 396.039 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255089.6413612427 || Iter Time:0.024496078491210938 || Total time:30.119046926498413 Iteration: 190 || Clusters count: 20 || Log posterior: -255060.58517902825 || Iter Time:0.02163410186767578 || Total time:30.14068102836609 Iteration: 191 || Clusters count: 20 || Log posterior: -255059.72711330422 || Iter Time:0.09841203689575195 || Total time:30.23909306526184 Iteration: 192 || Clusters count: 20 || Log posterior: -255065.5566883037 || Iter Time:0.0212860107421875 || Total time:30.26037907600403 Iteration: 193 || Clusters count: 20 || Log posterior: -255061.79827706245 || Iter Time:0.022348880767822266 || Total time:30.28272795677185 Iteration: 194 || Clusters count: 20 || Log posterior: -255059.72711330422 || Iter Time:0.02033090591430664 || Total time:30.303058862686157 Iteration: 195 || Clusters count: 20 || Log posterior: -255059.9762433047 || Iter Time:0.4903290271759033 || Total time:30.79338788986206 Iteration: 196 || Clusters count: 20 || Log posterior: -255057.6460548207 || Iter Time:0.021057844161987305 || Total time:30.814445734024048 Iteration: 197 || Clusters count: 20 || Log posterior: -255060.23301834648 || Iter Time:0.02133798599243164 || Total time:30.83578372001648 Iteration: 198 || Clusters count: 20 || Log posterior: -255076.72279293113 || Iter Time:0.02152109146118164 || Total time:30.85730481147766 Iteration: 199 || Clusters count: 20 || Log posterior: -255066.28647240563 || Iter Time:0.02114582061767578 || Total time:30.878450632095337 Iteration: 200 || Clusters count: 20 || Log posterior: -255061.90019475823 || Iter Time:0.021127939224243164 || Total time:30.89957857131958 Iteration: 201 || Clusters count: 20 || Log posterior: -255067.27750343047 || Iter Time:0.022680997848510742 || Total time:30.92225956916809 Iteration: 202 || Clusters count: 20 || Log posterior: -255065.46817354488 || Iter Time:0.023120880126953125 || Total time:30.945380449295044 Iteration: 203 || Clusters count: 20 || Log posterior: -255063.2356645276 || Iter Time:0.023277997970581055 || Total time:30.968658447265625 Iteration: 204 || Clusters count: 20 || Log posterior: -255065.18377797346 || Iter Time:0.02674698829650879 || Total time:30.995405435562134 Iteration: 205 || Clusters count: 20 || Log posterior: -255060.58517902825 || Iter Time:0.02803492546081543 || Total time:31.02344036102295 Iteration: 206 || Clusters count: 20 || Log posterior: -255060.58517902825 || Iter Time:0.02820611000061035 || Total time:31.05164647102356 Iteration: 207 || Clusters count: 20 || Log posterior: -255060.3233451556 || Iter Time:0.028072834014892578 || Total time:31.079719305038452 Iteration: 208 || Clusters count: 20 || Log posterior: -255067.98982274657 || Iter Time:0.028364896774291992 || Total time:31.108084201812744 Iteration: 209 || Clusters count: 20 || Log posterior: -255059.9762433047 || Iter Time:0.030547142028808594 || Total time:31.138631343841553 NMI: 0.7912015702422033 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m36.9s [1242, 32848, 88026, 93611, 50550, 14216, 20691, 20185, 23887, 143240, 86713, 93176, 89210, 6727, 78553, 61520, 1481, 63054, 14694, 16376] Loading and distributing data: 0.000502 seconds (142 allocations: 13.227 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6688.126679248684 || Iter Time:4.526693105697632 || Total time:4.526693105697632 Iteration: 1 || Clusters count: 1 || Log posterior: -6688.126679248684 || Iter Time:0.0021851062774658203 || Total time:4.528878211975098 Iteration: 2 || Clusters count: 1 || Log posterior: -6688.126679248684 || Iter Time:0.0015888214111328125 || Total time:4.5304670333862305 Iteration: 3 || Clusters count: 1 || Log posterior: -6688.126679248684 || Iter Time:0.001483917236328125 || Total time:4.531950950622559 Iteration: 4 || Clusters count: 1 || Log posterior: -6688.126679248684 || Iter Time:0.0014889240264892578 || Total time:4.533439874649048 Iteration: 5 || Clusters count: 1 || Log posterior: -6688.126679248684 || Iter Time:0.00152587890625 || Total time:4.534965753555298 Iteration: 6 || Clusters count: 1 || Log posterior: -6688.126679248684 || Iter Time:0.0014519691467285156 || Total time:4.536417722702026 Iteration: 7 || Clusters count: 1 || Log posterior: -6688.126679248684 || Iter Time:0.0014390945434570312 || Total time:4.537856817245483 Iteration: 8 || Clusters count: 2 || Log posterior: -6644.736836364341 || Iter Time:0.1591939926147461 || Total time:4.6970508098602295 Iteration: 9 || Clusters count: 2 || Log posterior: -6653.560507927172 || Iter Time:0.0021338462829589844 || Total time:4.6991846561431885 Iteration: 10 || Clusters count: 2 || Log posterior: -6662.968880191691 || Iter Time:0.0018820762634277344 || Total time:4.701066732406616 Iteration: 11 || Clusters count: 2 || Log posterior: -6654.843999869883 || Iter Time:0.0018160343170166016 || Total time:4.702882766723633 Iteration: 12 || Clusters count: 2 || Log posterior: -6631.673313608759 || Iter Time:0.0017709732055664062 || Total time:4.704653739929199 Iteration: 13 || Clusters count: 2 || Log posterior: -6620.984080660271 || Iter Time:0.0017862319946289062 || Total time:4.706439971923828 Iteration: 14 || Clusters count: 2 || Log posterior: -6615.700049932759 || Iter Time:0.0018219947814941406 || 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Iteration: 22 || Clusters count: 4 || Log posterior: -6227.939644818427 || Iter Time:0.003153085708618164 || Total time:4.7320942878723145 Iteration: 23 || Clusters count: 4 || Log posterior: -6227.366058558106 || Iter Time:0.003443002700805664 || Total time:4.73553729057312 Iteration: 24 || Clusters count: 4 || Log posterior: -6189.96899672866 || Iter Time:0.0035681724548339844 || Total time:4.739105463027954 Iteration: 25 || Clusters count: 4 || Log posterior: -6170.781489218019 || Iter Time:0.0035409927368164062 || Total time:4.7426464557647705 Iteration: 26 || Clusters count: 4 || Log posterior: -6150.1247592617265 || Iter Time:0.0035080909729003906 || Total time:4.746154546737671 Iteration: 27 || Clusters count: 4 || Log posterior: -6167.981197971818 || Iter Time:0.0034661293029785156 || Total time:4.749620676040649 Iteration: 28 || Clusters count: 4 || Log posterior: -6199.210243605632 || Iter Time:0.003314971923828125 || Total time:4.7529356479644775 Iteration: 29 || Clusters count: 4 || Log posterior: -6175.111482255617 || Iter Time:0.0028548240661621094 || Total time:4.75579047203064 Iteration: 30 || Clusters count: 4 || Log posterior: -6110.178646829968 || Iter Time:1.613497018814087 || Total time:6.369287490844727 false [4, 4, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 4, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 3, 3, 3, 3, 3] [4, 4, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 4, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 3, 3, 3, 3, 3] Loading and distributing data: 0.000369 seconds (142 allocations: 13.227 KiB) Iteration: 31 || Clusters count: 6 || Log posterior: -5675.900298839824 || Iter Time:0.031538963317871094 || Total time:6.400826454162598 Iteration: 32 || Clusters count: 6 || Log posterior: -5512.62651056785 || Iter Time:0.013810873031616211 || Total time:6.414637327194214 Loading and distributing data: 0.000175 seconds (142 allocations: 13.227 KiB) Iteration: 33 || Clusters count: 6 || Log posterior: -4537.500425598203 || Iter Time:0.0038008689880371094 || Total time:6.418438196182251 Iteration: 34 || Clusters count: 6 || Log posterior: -4458.568044554633 || Iter Time:0.013813018798828125 || Total time:6.432251214981079 Loading and distributing data: 0.000180 seconds (142 allocations: 13.227 KiB) Iteration: 35 || Clusters count: 6 || Log posterior: -4270.428644533468 || Iter Time:0.004016876220703125 || Total time:6.436268091201782 Iteration: 36 || Clusters count: 6 || Log posterior: -4208.459531649708 || Iter Time:0.013638019561767578 || Total time:6.44990611076355 Loading and distributing data: 0.000208 seconds (142 allocations: 13.227 KiB) Iteration: 37 || Clusters count: 6 || Log posterior: -4192.120070501345 || Iter Time:0.003915071487426758 || Total time:6.453821182250977 Iteration: 38 || Clusters count: 6 || Log posterior: -4133.50600192003 || Iter Time:0.013535022735595703 || Total time:6.467356204986572 Loading and distributing data: 0.000167 seconds (142 allocations: 13.227 KiB) Iteration: 39 || Clusters count: 6 || Log posterior: -4154.03669635899 || Iter Time:0.0037250518798828125 || Total time:6.471081256866455 Iteration: 40 || Clusters count: 6 || Log posterior: -4097.394128780264 || Iter Time:0.013717889785766602 || Total time:6.484799146652222 Loading and distributing data: 0.000169 seconds (142 allocations: 13.227 KiB) Iteration: 41 || Clusters count: 6 || Log posterior: -4143.650091840847 || Iter Time:0.004578113555908203 || Total time:6.48937726020813 Iteration: 42 || Clusters count: 6 || Log posterior: -4081.4488884516104 || Iter Time:0.014405012130737305 || Total time:6.503782272338867 Loading and distributing data: 0.000169 seconds (142 allocations: 13.227 KiB) Iteration: 43 || Clusters count: 6 || Log posterior: -4128.657610570189 || Iter Time:0.004865884780883789 || Total time:6.508648157119751 Iteration: 44 || Clusters count: 6 || Log posterior: -4073.4533411684833 || Iter Time:0.014924049377441406 || Total time:6.523572206497192 Loading and distributing data: 0.000170 seconds (142 allocations: 13.227 KiB) Iteration: 45 || Clusters count: 6 || Log posterior: -4136.8022491907595 || Iter Time:0.005465984344482422 || Total time:6.529038190841675 Iteration: 46 || Clusters count: 6 || Log posterior: -4094.13432320644 || Iter Time:0.016225814819335938 || Total time:6.545264005661011 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 47 || Clusters count: 6 || Log posterior: -4175.685621700833 || Iter Time:0.08197712898254395 || Total time:6.627241134643555 Iteration: 48 || Clusters count: 6 || Log posterior: -4107.015370802915 || 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|| Clusters count: 9 || Log posterior: -3936.19175783005 || Iter Time:0.007319927215576172 || Total time:6.828590393066406 Iteration: 66 || Clusters count: 9 || Log posterior: -3836.3215641277484 || Iter Time:0.020019054412841797 || Total time:6.848609447479248 Loading and distributing data: 0.000166 seconds (142 allocations: 13.227 KiB) Iteration: 67 || Clusters count: 9 || Log posterior: -3796.720767378825 || Iter Time:0.0059299468994140625 || Total time:6.854539394378662 Iteration: 68 || Clusters count: 9 || Log posterior: -3765.2809803940645 || Iter Time:0.020025014877319336 || Total time:6.8745644092559814 Loading and distributing data: 0.000168 seconds (142 allocations: 13.227 KiB) Iteration: 69 || Clusters count: 9 || Log posterior: -3800.7524547229395 || Iter Time:0.005856037139892578 || Total time:6.880420446395874 Iteration: 70 || Clusters count: 9 || Log posterior: -3776.8200294741564 || Iter Time:0.02083897590637207 || Total time:6.901259422302246 Loading and distributing 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12 || Log posterior: -3424.505040624232 || Iter Time:0.012058019638061523 || Total time:8.414820671081543 Iteration: 144 || Clusters count: 12 || Log posterior: -3412.4153135906454 || Iter Time:0.02908802032470703 || Total time:8.44390869140625 Loading and distributing data: 0.000178 seconds (142 allocations: 13.227 KiB) Iteration: 145 || Clusters count: 13 || Log posterior: -3471.9132458889057 || Iter Time:0.01131892204284668 || Total time:8.455227613449097 Iteration: 146 || Clusters count: 13 || Log posterior: -3442.182444641433 || Iter Time:0.0315248966217041 || Total time:8.4867525100708 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 147 || Clusters count: 12 || Log posterior: -3449.146509805705 || Iter Time:0.011938810348510742 || Total time:8.498691320419312 Iteration: 148 || Clusters count: 12 || Log posterior: -3425.109232544777 || Iter Time:0.02874279022216797 || Total time:8.52743411064148 Loading and distributing data: 0.000177 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Iteration: 160 || Clusters count: 12 || Log posterior: -3441.3542089906978 || Iter Time:0.029466867446899414 || Total time:8.76527714729309 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 161 || Clusters count: 12 || Log posterior: -3445.9183920939126 || Iter Time:0.010175943374633789 || Total time:8.775453090667725 Iteration: 162 || Clusters count: 12 || Log posterior: -3414.0626037660068 || Iter Time:0.051396846771240234 || Total time:8.826849937438965 Loading and distributing data: 0.000178 seconds (142 allocations: 13.227 KiB) Iteration: 163 || Clusters count: 12 || Log posterior: -3431.83612989016 || Iter Time:0.00970602035522461 || Total time:8.83655595779419 Iteration: 164 || Clusters count: 12 || Log posterior: -3421.1842390684774 || Iter Time:0.028211116790771484 || Total time:8.864767074584961 Loading and distributing data: 0.000186 seconds (142 allocations: 13.227 KiB) Iteration: 165 || Clusters count: 12 || Log posterior: 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Log posterior: -3471.557057782262 || Iter Time:0.028061866760253906 || Total time:9.228962421417236 Loading and distributing data: 0.000176 seconds (142 allocations: 13.227 KiB) Iteration: 183 || Clusters count: 12 || Log posterior: -3489.461484002455 || Iter Time:0.010824918746948242 || Total time:9.239787340164185 Iteration: 184 || Clusters count: 12 || Log posterior: -3461.935758501426 || Iter Time:0.027928829193115234 || Total time:9.2677161693573 Loading and distributing data: 0.000191 seconds (142 allocations: 13.227 KiB) Iteration: 185 || Clusters count: 12 || Log posterior: -3482.3139214122257 || Iter Time:0.01079702377319336 || Total time:9.278513193130493 Iteration: 186 || Clusters count: 12 || Log posterior: -3455.746409530398 || Iter Time:0.029284954071044922 || Total time:9.307798147201538 Loading and distributing data: 0.000180 seconds (142 allocations: 13.227 KiB) Iteration: 187 || Clusters count: 12 || Log posterior: -3477.2908961840326 || Iter Time:0.010628938674926758 || Total time:9.318427085876465 Iteration: 188 || Clusters count: 12 || Log posterior: -3441.8103016040336 || Iter Time:0.027950048446655273 || Total time:9.34637713432312 Loading and distributing data: 0.000190 seconds (142 allocations: 13.227 KiB) Iteration: 189 || Clusters count: 12 || Log posterior: -3439.37626941089 || Iter Time:0.010854959487915039 || Total time:9.357232093811035 Iteration: 190 || Clusters count: 12 || Log posterior: -3430.383531062738 || Iter Time:0.027966976165771484 || Total time:9.385199069976807 Loading and distributing data: 0.000177 seconds (142 allocations: 13.227 KiB) Iteration: 191 || Clusters count: 12 || Log posterior: -3427.045261816876 || Iter Time:0.01277613639831543 || Total time:9.397975206375122 Iteration: 192 || Clusters count: 12 || Log posterior: -3416.6532152559184 || Iter Time:0.05695390701293945 || Total time:9.454929113388062 Loading and distributing data: 0.000175 seconds (142 allocations: 13.258 KiB) Iteration: 193 || Clusters count: 12 || Log posterior: -3380.5904405861293 || Iter Time:0.010053157806396484 || Total time:9.464982271194458 Iteration: 194 || Clusters count: 12 || Log posterior: -3370.8573889641884 || Iter Time:0.02756786346435547 || Total time:9.492550134658813 Loading and distributing data: 0.000171 seconds (142 allocations: 13.227 KiB) Iteration: 195 || Clusters count: 12 || Log posterior: -3431.381284639422 || Iter Time:0.009997844696044922 || Total time:9.502547979354858 Iteration: 196 || Clusters count: 12 || Log posterior: -3415.19235230864 || Iter Time:0.02869391441345215 || Total time:9.53124189376831 Loading and distributing data: 0.000176 seconds (142 allocations: 13.227 KiB) Iteration: 197 || Clusters count: 12 || Log posterior: -3423.5217580221806 || Iter Time:0.010332107543945312 || Total time:9.541574001312256 Iteration: 198 || Clusters count: 12 || Log posterior: -3408.738747344498 || Iter Time:0.030185937881469727 || Total time:9.571759939193726 Loading and distributing data: 0.000193 seconds (142 allocations: 13.227 KiB) Iteration: 199 || Clusters count: 12 || Log posterior: -3413.7120037927803 || Iter Time:0.01094508171081543 || Total time:9.582705020904541 Iteration: 200 || Clusters count: 12 || Log posterior: -3399.018162939719 || Iter Time:0.030143022537231445 || Total time:9.612848043441772 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 201 || Clusters count: 12 || Log posterior: -3406.215356245092 || Iter Time:0.012700080871582031 || Total time:9.625548124313354 Iteration: 202 || Clusters count: 12 || Log posterior: -3398.6498988070475 || Iter Time:0.029977083206176758 || Total time:9.655525207519531 Loading and distributing data: 0.000180 seconds (142 allocations: 13.227 KiB) Iteration: 203 || Clusters count: 12 || Log posterior: -3471.852357860247 || Iter Time:0.01052999496459961 || Total time:9.66605520248413 Iteration: 204 || Clusters count: 12 || Log posterior: -3445.22761056008 || Iter Time:0.02951812744140625 || Total time:9.695573329925537 Loading and distributing data: 0.000206 seconds (142 allocations: 13.227 KiB) Iteration: 205 || Clusters count: 12 || Log posterior: -3453.1416221608956 || Iter Time:0.01080012321472168 || Total time:9.706373453140259 Iteration: 206 || Clusters count: 12 || Log posterior: -3431.8058007693503 || Iter Time:0.028154850006103516 || Total time:9.734528303146362 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 207 || Clusters count: 12 || Log posterior: -3506.7451658204077 || Iter Time:0.010507822036743164 || Total time:9.745036125183105 Iteration: 208 || Clusters count: 12 || Log posterior: -3502.612793364261 || Iter Time:0.029242992401123047 || Total time:9.774279117584229 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 209 || Clusters count: 12 || Log posterior: -3495.4252523339123 || Iter Time:0.011976003646850586 || Total time:9.786255121231079 Iteration: 210 || Clusters 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Iteration: 221 || Clusters count: 12 || Log posterior: -3403.727650592408 || Iter Time:0.010473012924194336 || Total time:10.037834405899048 Iteration: 222 || Clusters count: 12 || Log posterior: -3396.723969851617 || Iter Time:0.15378499031066895 || Total time:10.191619396209717 Loading and distributing data: 0.000192 seconds (142 allocations: 13.227 KiB) Iteration: 223 || Clusters count: 12 || Log posterior: -3473.4181300940154 || Iter Time:0.010219097137451172 || Total time:10.201838493347168 Iteration: 224 || Clusters count: 12 || Log posterior: -3450.153194501343 || Iter Time:0.028782129287719727 || Total time:10.230620622634888 Loading and distributing data: 0.000174 seconds (142 allocations: 13.227 KiB) Iteration: 225 || Clusters count: 12 || Log posterior: -3467.924382221163 || Iter Time:0.011744976043701172 || Total time:10.242365598678589 Iteration: 226 || Clusters count: 12 || Log posterior: -3451.632914288558 || Iter Time:0.03292989730834961 || Total time:10.275295495986938 Loading and distributing data: 0.000180 seconds (142 allocations: 13.227 KiB) Iteration: 227 || Clusters count: 12 || Log posterior: -3414.3673423904606 || Iter Time:0.010408163070678711 || Total time:10.285703659057617 Iteration: 228 || Clusters count: 12 || Log posterior: -3405.6222817350586 || Iter Time:0.02819204330444336 || Total time:10.31389570236206 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 229 || Clusters count: 12 || Log posterior: -3470.7005763843686 || Iter Time:0.010547161102294922 || Total time:10.324442863464355 Iteration: 230 || Clusters count: 12 || Log posterior: -3443.51377282746 || Iter Time:0.028530120849609375 || Total time:10.352972984313965 Loading and distributing data: 0.000169 seconds (142 allocations: 13.227 KiB) Iteration: 231 || Clusters count: 12 || Log posterior: -3462.2101462763935 || Iter Time:0.009002923965454102 || Total time:10.361975908279419 Iteration: 232 || Clusters count: 12 || Log posterior: -3438.5890683770785 || Iter Time:0.029292821884155273 || Total time:10.391268730163574 Loading and distributing data: 0.000203 seconds (142 allocations: 13.227 KiB) Iteration: 233 || Clusters count: 12 || Log posterior: -3464.5919886398856 || Iter Time:0.010627031326293945 || Total time:10.401895761489868 Iteration: 234 || Clusters count: 12 || Log posterior: -3441.905012471838 || Iter Time:0.033334970474243164 || Total time:10.435230731964111 Loading and distributing data: 0.000210 seconds (142 allocations: 13.227 KiB) Iteration: 235 || Clusters count: 12 || Log posterior: -3446.9652873769764 || Iter Time:0.010745048522949219 || Total time:10.44597578048706 Iteration: 236 || Clusters count: 12 || Log posterior: -3426.6159287353184 || Iter Time:0.02848505973815918 || Total time:10.47446084022522 Loading and distributing data: 0.000191 seconds (142 allocations: 13.227 KiB) Iteration: 237 || Clusters count: 13 || Log posterior: -3446.5965305879163 || Iter Time:0.010420083999633789 || 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count: 14 || Log posterior: -3419.8536447750175 || Iter Time:0.010951042175292969 || Total time:10.608738422393799 Iteration: 244 || Clusters count: 14 || Log posterior: -3395.7843990481624 || Iter Time:0.03086996078491211 || Total time:10.639608383178711 Loading and distributing data: 0.000195 seconds (142 allocations: 13.227 KiB) Iteration: 245 || Clusters count: 14 || Log posterior: -3403.5945990904784 || Iter Time:0.010251998901367188 || Total time:10.649860382080078 Iteration: 246 || Clusters count: 13 || Log posterior: -3378.0274160028985 || Iter Time:0.030492067337036133 || Total time:10.680352449417114 Loading and distributing data: 0.000172 seconds (142 allocations: 13.227 KiB) Iteration: 247 || Clusters count: 13 || Log posterior: -3425.1580166421368 || Iter Time:0.01179194450378418 || Total time:10.692144393920898 Iteration: 248 || Clusters count: 13 || Log posterior: -3408.284582100101 || Iter Time:0.029742002487182617 || Total time:10.721886396408081 Loading and 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Iteration: 282 || Clusters count: 13 || Log posterior: -3426.181290790374 || Iter Time:0.03258705139160156 || Total time:11.956353187561035 Loading and distributing data: 0.000180 seconds (142 allocations: 13.227 KiB) Iteration: 283 || Clusters count: 13 || Log posterior: -3473.120434542916 || Iter Time:0.011864900588989258 || Total time:11.968218088150024 Iteration: 284 || Clusters count: 13 || Log posterior: -3448.667230402966 || Iter Time:0.03661298751831055 || Total time:12.004831075668335 Loading and distributing data: 0.000189 seconds (142 allocations: 13.227 KiB) Iteration: 285 || Clusters count: 13 || Log posterior: -3437.087678887997 || Iter Time:0.015164852142333984 || Total time:12.019995927810669 Iteration: 286 || Clusters count: 13 || Log posterior: -3400.4075361068917 || Iter Time:0.037461042404174805 || Total time:12.057456970214844 Loading and distributing data: 0.000184 seconds (142 allocations: 13.227 KiB) Iteration: 287 || Clusters count: 13 || Log posterior: -3390.9483151382346 || Iter Time:0.015293121337890625 || Total time:12.072750091552734 Iteration: 288 || Clusters count: 13 || Log posterior: -3366.596754821452 || Iter Time:0.0376589298248291 || Total time:12.110409021377563 Loading and distributing data: 0.000193 seconds (142 allocations: 13.227 KiB) Iteration: 289 || Clusters count: 13 || Log posterior: -3434.9662091546606 || Iter Time:0.015144109725952148 || Total time:12.125553131103516 Iteration: 290 || Clusters count: 13 || Log posterior: -3418.496871576208 || Iter Time:0.03792595863342285 || Total time:12.163479089736938 Loading and distributing data: 0.000188 seconds (142 allocations: 13.227 KiB) Iteration: 291 || Clusters count: 13 || Log posterior: -3457.4755297602283 || Iter Time:0.01285099983215332 || Total time:12.176330089569092 Iteration: 292 || Clusters count: 13 || Log posterior: -3435.461403968743 || Iter Time:0.04099607467651367 || Total time:12.217326164245605 Loading and distributing data: 0.000180 seconds (142 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14 || Log posterior: -3402.76229366119 || Iter Time:0.039639949798583984 || Total time:12.53024435043335 Loading and distributing data: 0.000201 seconds (142 allocations: 13.227 KiB) Iteration: 305 || Clusters count: 13 || Log posterior: -3417.5580042334914 || Iter Time:0.013981103897094727 || Total time:12.544225454330444 Iteration: 306 || Clusters count: 13 || Log posterior: -3382.45119027979 || Iter Time:0.09168887138366699 || Total time:12.635914325714111 Loading and distributing data: 0.000193 seconds (142 allocations: 13.227 KiB) Iteration: 307 || Clusters count: 13 || Log posterior: -3462.2447894116312 || Iter Time:0.012423038482666016 || Total time:12.648337364196777 Iteration: 308 || Clusters count: 13 || Log posterior: -3413.393948636109 || Iter Time:0.033917903900146484 || Total time:12.682255268096924 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 309 || Clusters count: 13 || Log posterior: -3462.694577862367 || Iter 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Iteration: 315 || Clusters count: 13 || Log posterior: -3428.8714117958853 || Iter Time:0.011640071868896484 || Total time:12.82555103302002 Iteration: 316 || Clusters count: 13 || Log posterior: -3418.8401843994507 || Iter Time:0.032111167907714844 || Total time:12.857662200927734 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 317 || Clusters count: 13 || Log posterior: -3448.40691955753 || Iter Time:0.011708974838256836 || Total time:12.869371175765991 Iteration: 318 || Clusters count: 13 || Log posterior: -3431.6010087828395 || Iter Time:0.031952857971191406 || Total time:12.901324033737183 Loading and distributing data: 0.000188 seconds (142 allocations: 13.227 KiB) Iteration: 319 || Clusters count: 13 || Log posterior: -3449.1925519209394 || Iter Time:0.012523174285888672 || Total time:12.913847208023071 Iteration: 320 || Clusters count: 13 || Log posterior: -3417.8443387743523 || Iter Time:0.03281903266906738 || Total 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|| Log posterior: -3436.8346587179676 || Iter Time:0.03141903877258301 || Total time:13.076530456542969 Loading and distributing data: 0.000283 seconds (142 allocations: 13.227 KiB) Iteration: 327 || Clusters count: 13 || Log posterior: -3465.169568749093 || Iter Time:0.013415813446044922 || Total time:13.089946269989014 Iteration: 328 || Clusters count: 13 || Log posterior: -3449.1889513598403 || Iter Time:0.03260612487792969 || Total time:13.122552394866943 Loading and distributing data: 0.000235 seconds (142 allocations: 13.227 KiB) Iteration: 329 || Clusters count: 13 || Log posterior: -3368.2170852688196 || Iter Time:0.013421058654785156 || Total time:13.135973453521729 Iteration: 330 || Clusters count: 13 || Log posterior: -3355.146043589585 || Iter Time:0.03660297393798828 || Total time:13.172576427459717 Loading and distributing data: 0.000220 seconds (142 allocations: 13.227 KiB) Iteration: 331 || Clusters count: 13 || Log posterior: -3414.522750799722 || Iter 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Iteration: 337 || Clusters count: 13 || Log posterior: -3456.7305545991294 || Iter Time:0.012480974197387695 || Total time:13.311678171157837 Iteration: 338 || Clusters count: 13 || Log posterior: -3410.2045164734523 || Iter Time:0.03203010559082031 || Total time:13.343708276748657 Loading and distributing data: 0.000218 seconds (142 allocations: 13.258 KiB) Iteration: 339 || Clusters count: 13 || Log posterior: -3393.9222267748023 || Iter Time:0.011924028396606445 || Total time:13.355632305145264 Iteration: 340 || Clusters count: 13 || Log posterior: -3379.530853541345 || Iter Time:0.029500961303710938 || Total time:13.385133266448975 Loading and distributing data: 0.000177 seconds (142 allocations: 13.227 KiB) Iteration: 341 || Clusters count: 13 || Log posterior: -3445.168560364295 || Iter Time:0.011260986328125 || Total time:13.3963942527771 Iteration: 342 || Clusters count: 13 || Log posterior: -3415.457169230244 || Iter Time:0.030391931533813477 || Total time:13.426786184310913 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-3387.282395469271 || Iter Time:0.031243085861206055 || Total time:13.595826148986816 Loading and distributing data: 0.000183 seconds (142 allocations: 13.227 KiB) Iteration: 349 || Clusters count: 13 || Log posterior: -3471.710814560797 || Iter Time:0.011626958847045898 || Total time:13.607453107833862 Iteration: 350 || Clusters count: 13 || Log posterior: -3427.868481248331 || Iter Time:0.03324604034423828 || Total time:13.6406991481781 Loading and distributing data: 0.000179 seconds (142 allocations: 13.227 KiB) Iteration: 351 || Clusters count: 13 || Log posterior: -3460.3568709147103 || Iter Time:0.012071847915649414 || Total time:13.65277099609375 Iteration: 352 || Clusters count: 13 || Log posterior: -3441.235432719875 || Iter Time:0.0327908992767334 || Total time:13.685561895370483 Loading and distributing data: 0.000193 seconds (142 allocations: 13.227 KiB) Iteration: 353 || Clusters count: 13 || Log posterior: -3417.7316100121175 || Iter Time:0.011701107025146484 || Total 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Iteration: 376 || Clusters count: 13 || Log posterior: -3402.4129906936314 || Iter Time:0.03438115119934082 || Total time:14.230845212936401 Loading and distributing data: 0.000197 seconds (142 allocations: 13.227 KiB) Iteration: 377 || Clusters count: 13 || Log posterior: -3426.275430944597 || Iter Time:0.012021064758300781 || Total time:14.242866277694702 Iteration: 378 || Clusters count: 13 || Log posterior: -3402.256124361687 || Iter Time:0.03235483169555664 || Total time:14.275221109390259 Loading and distributing data: 0.000193 seconds (142 allocations: 13.227 KiB) Iteration: 379 || Clusters count: 13 || Log posterior: -3429.6960872706404 || Iter Time:0.013252973556518555 || Total time:14.288474082946777 Iteration: 380 || Clusters count: 13 || Log posterior: -3410.5435453490395 || Iter Time:0.0308530330657959 || Total time:14.319327116012573 Loading and distributing data: 0.000188 seconds (142 allocations: 13.227 KiB) Iteration: 381 || Clusters count: 13 || Log posterior: 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(142 allocations: 13.227 KiB) Iteration: 387 || Clusters count: 13 || Log posterior: -3418.55458045664 || Iter Time:0.010786056518554688 || Total time:14.481175184249878 Iteration: 388 || Clusters count: 13 || Log posterior: -3372.240003751826 || Iter Time:0.03011798858642578 || Total time:14.511293172836304 Loading and distributing data: 0.000177 seconds (142 allocations: 13.227 KiB) Iteration: 389 || Clusters count: 13 || Log posterior: -3422.152977834729 || Iter Time:0.012735843658447266 || Total time:14.524029016494751 Iteration: 390 || Clusters count: 13 || Log posterior: -3406.32959918999 || Iter Time:0.0321660041809082 || Total time:14.55619502067566 Loading and distributing data: 0.000190 seconds (142 allocations: 13.227 KiB) Iteration: 391 || Clusters count: 13 || Log posterior: -3407.4212621055512 || Iter Time:0.011075973510742188 || Total time:14.567270994186401 Iteration: 392 || Clusters count: 13 || Log posterior: -3377.9375636144023 || Iter Time:0.03208518028259277 || 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Iteration: 409 || Clusters count: 13 || Log posterior: -3413.5829317391735 || Iter Time:0.012212038040161133 || Total time:14.956836462020874 Iteration: 410 || Clusters count: 13 || Log posterior: -3398.050123295157 || Iter Time:0.03109002113342285 || Total time:14.987926483154297 Loading and distributing data: 0.000186 seconds (142 allocations: 13.227 KiB) Iteration: 411 || Clusters count: 13 || Log posterior: -3456.980866973183 || Iter Time:0.012490987777709961 || Total time:15.000417470932007 Iteration: 412 || Clusters count: 13 || Log posterior: -3415.531093425471 || Iter Time:0.03141307830810547 || Total time:15.031830549240112 Loading and distributing data: 0.000179 seconds (142 allocations: 13.227 KiB) Iteration: 413 || Clusters count: 13 || Log posterior: -3450.28940590576 || Iter Time:0.011534929275512695 || Total time:15.043365478515625 Iteration: 414 || Clusters count: 13 || Log posterior: -3417.638147238856 || Iter Time:0.05405902862548828 || Total time:15.097424507141113 Loading and distributing data: 0.000188 seconds (142 allocations: 13.258 KiB) Iteration: 415 || Clusters count: 13 || Log posterior: -3431.795785566726 || Iter Time:0.011484861373901367 || Total time:15.108909368515015 Iteration: 416 || Clusters count: 13 || Log posterior: -3409.831518417271 || Iter Time:0.03104114532470703 || Total time:15.139950513839722 Loading and distributing data: 0.000187 seconds (142 allocations: 13.227 KiB) Iteration: 417 || Clusters count: 13 || Log posterior: -3454.977413420669 || Iter Time:0.011749982833862305 || Total time:15.151700496673584 Iteration: 418 || Clusters count: 13 || Log posterior: -3411.198023209573 || Iter Time:0.031050920486450195 || Total time:15.182751417160034 Loading and distributing data: 0.000195 seconds (142 allocations: 13.227 KiB) Iteration: 419 || Clusters count: 13 || Log posterior: -3438.4245768256337 || Iter Time:0.011693954467773438 || Total time:15.194445371627808 Iteration: 420 || Clusters count: 13 || Log posterior: -3409.164707368599 || Iter Time:0.03409385681152344 || Total time:15.228539228439331 Loading and distributing data: 0.000175 seconds (142 allocations: 13.227 KiB) Iteration: 421 || Clusters count: 13 || Log posterior: -3391.064112358041 || Iter Time:0.011954069137573242 || Total time:15.240493297576904 Iteration: 422 || Clusters count: 13 || Log posterior: -3379.765843893361 || Iter Time:0.03173112869262695 || Total time:15.272224426269531 Loading and distributing data: 0.000191 seconds (142 allocations: 13.227 KiB) Iteration: 423 || Clusters count: 13 || Log posterior: -3414.3477958086764 || Iter Time:0.01287698745727539 || Total time:15.285101413726807 Iteration: 424 || Clusters count: 13 || Log posterior: -3389.3476189869957 || Iter Time:0.03189587593078613 || Total time:15.316997289657593 Loading and distributing data: 0.000197 seconds (142 allocations: 13.227 KiB) Iteration: 425 || Clusters count: 13 || Log posterior: -3417.182732817605 || Iter Time:0.011692047119140625 || Total 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Log posterior: -3460.4724685726387 || Iter Time:0.013641119003295898 || Total time:15.465986251831055 Iteration: 432 || Clusters count: 13 || Log posterior: -3433.762652006322 || Iter Time:0.04283499717712402 || Total time:15.508821249008179 Loading and distributing data: 0.000224 seconds (142 allocations: 13.227 KiB) Iteration: 433 || Clusters count: 13 || Log posterior: -3446.886495813248 || Iter Time:0.013108968734741211 || Total time:15.52193021774292 Iteration: 434 || Clusters count: 13 || Log posterior: -3420.625516750183 || Iter Time:0.03143596649169922 || Total time:15.55336618423462 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 435 || Clusters count: 13 || Log posterior: -3423.930950153465 || Iter Time:0.011608123779296875 || Total time:15.564974308013916 Iteration: 436 || Clusters count: 13 || Log posterior: -3404.9376656588925 || Iter Time:0.03251290321350098 || Total time:15.597487211227417 Loading and distributing data: 0.000189 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Iteration: 448 || Clusters count: 13 || Log posterior: -3446.4203134976387 || Iter Time:0.0309908390045166 || Total time:15.878738164901733 Loading and distributing data: 0.000190 seconds (142 allocations: 13.227 KiB) Iteration: 449 || Clusters count: 13 || Log posterior: -3468.171916835371 || Iter Time:0.012437820434570312 || Total time:15.891175985336304 Iteration: 450 || Clusters count: 13 || Log posterior: -3442.945217990775 || Iter Time:0.03217911720275879 || Total time:15.923355102539062 Loading and distributing data: 0.000189 seconds (142 allocations: 13.227 KiB) Iteration: 451 || Clusters count: 13 || Log posterior: -3484.9987721004113 || Iter Time:0.012508869171142578 || Total time:15.935863971710205 Iteration: 452 || Clusters count: 13 || Log posterior: -3449.038053919964 || Iter Time:0.03292703628540039 || Total time:15.968791007995605 Loading and distributing data: 0.000186 seconds (142 allocations: 13.227 KiB) Iteration: 453 || Clusters count: 13 || Log posterior: -3475.860721883675 || Iter Time:0.013038158416748047 || Total time:15.981829166412354 Iteration: 454 || Clusters count: 13 || Log posterior: -3448.3350703121273 || Iter Time:0.03218698501586914 || Total time:16.014016151428223 Loading and distributing data: 0.000186 seconds (142 allocations: 13.227 KiB) Iteration: 455 || Clusters count: 13 || Log posterior: -3448.1040261681237 || Iter Time:0.013252973556518555 || Total time:16.02726912498474 Iteration: 456 || Clusters count: 13 || Log posterior: -3430.2858061296615 || Iter Time:0.034152984619140625 || Total time:16.061422109603882 Loading and distributing data: 0.000183 seconds (142 allocations: 13.227 KiB) Iteration: 457 || Clusters count: 13 || Log posterior: -3460.142289261138 || Iter Time:0.011588811874389648 || Total time:16.07301092147827 Iteration: 458 || Clusters count: 13 || Log posterior: -3436.778830015681 || Iter Time:0.03189396858215332 || Total time:16.104904890060425 Loading and distributing data: 0.000199 seconds (142 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Iteration: 481 || Clusters count: 13 || Log posterior: -3390.4929624294978 || Iter Time:0.011852025985717773 || Total time:16.65951633453369 Iteration: 482 || Clusters count: 13 || Log posterior: -3362.3553353164566 || Iter Time:0.033200979232788086 || Total time:16.69271731376648 Loading and distributing data: 0.000222 seconds (142 allocations: 13.227 KiB) Iteration: 483 || Clusters count: 13 || Log posterior: -3472.847457528779 || Iter Time:0.012306928634643555 || Total time:16.705024242401123 Iteration: 484 || Clusters count: 13 || Log posterior: -3410.9449532601793 || Iter Time:0.031241893768310547 || Total time:16.736266136169434 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 485 || Clusters count: 13 || Log posterior: -3455.471292011194 || Iter Time:0.01199197769165039 || Total time:16.748258113861084 Iteration: 486 || Clusters count: 13 || Log posterior: -3431.4820604116676 || Iter Time:0.03153705596923828 || Total 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Iteration: 503 || Clusters count: 13 || Log posterior: -3360.6907142039363 || Iter Time:0.013113975524902344 || Total time:17.154354095458984 Iteration: 504 || Clusters count: 13 || Log posterior: -3356.9121351928525 || Iter Time:0.030333995819091797 || Total time:17.184688091278076 Loading and distributing data: 0.000186 seconds (142 allocations: 13.227 KiB) Iteration: 505 || Clusters count: 13 || Log posterior: -3429.4554040274197 || Iter Time:0.010657072067260742 || Total time:17.195345163345337 Iteration: 506 || Clusters count: 13 || Log posterior: -3402.8655925406483 || Iter Time:0.03033900260925293 || Total time:17.22568416595459 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 507 || Clusters count: 13 || Log posterior: -3421.233034966205 || Iter Time:0.010578155517578125 || Total time:17.236262321472168 Iteration: 508 || Clusters count: 13 || Log posterior: -3394.5331150368324 || Iter Time:0.029966115951538086 || Total 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|| Log posterior: -3417.8738325393865 || Iter Time:0.03132987022399902 || Total time:17.39010190963745 Loading and distributing data: 0.000174 seconds (142 allocations: 13.227 KiB) Iteration: 515 || Clusters count: 13 || Log posterior: -3467.9351070913954 || Iter Time:0.010612964630126953 || Total time:17.400714874267578 Iteration: 516 || Clusters count: 13 || Log posterior: -3424.4404657144632 || Iter Time:0.03015589714050293 || Total time:17.43087077140808 Loading and distributing data: 0.000184 seconds (142 allocations: 13.227 KiB) Iteration: 517 || Clusters count: 13 || Log posterior: -3479.01182642045 || Iter Time:0.010800838470458984 || Total time:17.44167160987854 Iteration: 518 || Clusters count: 13 || Log posterior: -3456.617342065233 || Iter Time:0.030957937240600586 || Total time:17.47262954711914 Loading and distributing data: 0.000188 seconds (142 allocations: 13.227 KiB) Iteration: 519 || Clusters count: 13 || Log posterior: -3450.161075332662 || Iter 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Iteration: 525 || Clusters count: 13 || Log posterior: -3350.303443775261 || Iter Time:0.011549949645996094 || Total time:17.612507581710815 Iteration: 526 || Clusters count: 13 || Log posterior: -3314.9825957599924 || Iter Time:0.032022953033447266 || Total time:17.644530534744263 Loading and distributing data: 0.000198 seconds (142 allocations: 13.227 KiB) Iteration: 527 || Clusters count: 13 || Log posterior: -3401.3441592165536 || Iter Time:0.012602090835571289 || Total time:17.657132625579834 Iteration: 528 || Clusters count: 13 || Log posterior: -3382.150238326627 || Iter Time:0.03331899642944336 || Total time:17.690451622009277 Loading and distributing data: 0.000187 seconds (142 allocations: 13.227 KiB) Iteration: 529 || Clusters count: 13 || Log posterior: -3450.7867055615943 || Iter Time:0.014367103576660156 || Total time:17.704818725585938 Iteration: 530 || Clusters count: 13 || Log posterior: -3439.3320952496965 || Iter Time:0.055390119552612305 || Total 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Iteration: 547 || Clusters count: 13 || Log posterior: -3473.19356399371 || Iter Time:0.011100053787231445 || Total time:18.11448860168457 Iteration: 548 || Clusters count: 13 || Log posterior: -3453.475292020564 || Iter Time:0.0303652286529541 || Total time:18.144853830337524 Loading and distributing data: 0.000183 seconds (142 allocations: 13.227 KiB) Iteration: 549 || Clusters count: 13 || Log posterior: -3441.1495333160824 || Iter Time:0.011631965637207031 || Total time:18.15648579597473 Iteration: 550 || Clusters count: 13 || Log posterior: -3413.7261876257376 || Iter Time:0.0337681770324707 || Total time:18.190253973007202 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 551 || Clusters count: 13 || Log posterior: -3445.355810887771 || Iter Time:0.010767936706542969 || Total time:18.201021909713745 Iteration: 552 || Clusters count: 13 || Log posterior: -3417.4115337435355 || Iter Time:0.030863046646118164 || Total time:18.231884956359863 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-3350.127575230288 || Iter Time:0.05371522903442383 || Total time:18.38368535041809 Loading and distributing data: 0.000180 seconds (142 allocations: 13.227 KiB) Iteration: 559 || Clusters count: 13 || Log posterior: -3380.087282679071 || Iter Time:0.011616945266723633 || Total time:18.395302295684814 Iteration: 560 || Clusters count: 13 || Log posterior: -3345.1300936488883 || Iter Time:0.03314495086669922 || Total time:18.428447246551514 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 561 || Clusters count: 13 || Log posterior: -3370.373539092493 || Iter Time:0.012861967086791992 || Total time:18.441309213638306 Iteration: 562 || Clusters count: 13 || Log posterior: -3338.210223003247 || Iter Time:0.03162884712219238 || Total time:18.472938060760498 Loading and distributing data: 0.000191 seconds (142 allocations: 13.227 KiB) Iteration: 563 || Clusters count: 13 || Log posterior: -3386.833197737468 || Iter Time:0.011137008666992188 || Total 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Iteration: 619 || Clusters count: 13 || Log posterior: -3396.493416664188 || Iter Time:0.014149188995361328 || Total time:19.790525674819946 Iteration: 620 || Clusters count: 13 || Log posterior: -3378.794457360066 || Iter Time:0.030473947525024414 || Total time:19.82099962234497 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 621 || Clusters count: 14 || Log posterior: -3409.76158823756 || Iter Time:0.011359214782714844 || Total time:19.832358837127686 Iteration: 622 || Clusters count: 13 || Log posterior: -3383.2393669531143 || Iter Time:0.03206682205200195 || Total time:19.864425659179688 Loading and distributing data: 0.000169 seconds (142 allocations: 13.227 KiB) Iteration: 623 || Clusters count: 13 || Log posterior: -3442.372331215703 || Iter Time:0.010788917541503906 || Total time:19.87521457672119 Iteration: 624 || Clusters count: 13 || Log posterior: -3410.429937112849 || Iter Time:0.030817031860351562 || Total time:19.906031608581543 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Iteration: 691 || Clusters count: 13 || Log posterior: -3460.2467598511744 || Iter Time:0.011482954025268555 || Total time:21.42249870300293 Iteration: 692 || Clusters count: 13 || Log posterior: -3426.696317321476 || Iter Time:0.030977964401245117 || Total time:21.453476667404175 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 693 || Clusters count: 13 || Log posterior: -3413.0924654534347 || Iter Time:0.011601924896240234 || Total time:21.465078592300415 Iteration: 694 || Clusters count: 13 || Log posterior: -3367.5292629980877 || Iter Time:0.03108692169189453 || Total time:21.49616551399231 Loading and distributing data: 0.000221 seconds (142 allocations: 13.227 KiB) Iteration: 695 || Clusters count: 13 || Log posterior: -3425.449052839697 || Iter Time:0.03719806671142578 || Total time:21.533363580703735 Iteration: 696 || Clusters count: 13 || Log posterior: -3387.292003480299 || Iter Time:0.030460119247436523 || Total time:21.563823699951172 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-3355.1795608646426 || Iter Time:0.030559062957763672 || Total time:21.694216012954712 Loading and distributing data: 0.000212 seconds (142 allocations: 13.227 KiB) Iteration: 703 || Clusters count: 13 || Log posterior: -3412.0755994659676 || Iter Time:0.011243820190429688 || Total time:21.70545983314514 Iteration: 704 || Clusters count: 13 || Log posterior: -3374.948229134176 || Iter Time:0.03220200538635254 || Total time:21.737661838531494 Loading and distributing data: 0.000203 seconds (142 allocations: 13.227 KiB) Iteration: 705 || Clusters count: 13 || Log posterior: -3442.5859056449804 || Iter Time:0.011673927307128906 || Total time:21.749335765838623 Iteration: 706 || Clusters count: 13 || Log posterior: -3421.6477309089237 || Iter Time:0.0349879264831543 || Total time:21.784323692321777 Loading and distributing data: 0.000180 seconds (142 allocations: 13.227 KiB) Iteration: 707 || Clusters count: 13 || Log posterior: -3445.932630188356 || Iter Time:0.012744903564453125 || Total 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Iteration: 829 || Clusters count: 14 || Log posterior: -3410.481254848716 || Iter Time:0.011787176132202148 || Total time:24.570679903030396 Iteration: 830 || Clusters count: 14 || Log posterior: -3384.954117356781 || Iter Time:0.032917022705078125 || Total time:24.603596925735474 Loading and distributing data: 0.000205 seconds (142 allocations: 13.227 KiB) Iteration: 831 || Clusters count: 14 || Log posterior: -3419.2052671385463 || Iter Time:0.011211872100830078 || Total time:24.614808797836304 Iteration: 832 || Clusters count: 14 || Log posterior: -3386.1108293185603 || Iter Time:0.03289604187011719 || Total time:24.64770483970642 Loading and distributing data: 0.000243 seconds (142 allocations: 13.227 KiB) Iteration: 833 || Clusters count: 14 || Log posterior: -3438.491900652081 || Iter Time:0.03531694412231445 || Total time:24.683021783828735 Iteration: 834 || Clusters count: 14 || Log posterior: -3422.0122680326294 || Iter Time:0.035043954849243164 || Total time:24.71806573867798 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Iteration: 901 || Clusters count: 14 || Log posterior: -3423.4478723771404 || Iter Time:0.013020038604736328 || Total time:26.365856647491455 Iteration: 902 || Clusters count: 14 || Log posterior: -3396.91708595252 || Iter Time:0.03356194496154785 || Total time:26.399418592453003 Loading and distributing data: 0.000218 seconds (142 allocations: 13.227 KiB) Iteration: 903 || Clusters count: 14 || Log posterior: -3376.6046345353448 || Iter Time:0.01202702522277832 || Total time:26.41144561767578 Iteration: 904 || Clusters count: 14 || Log posterior: -3349.451834441155 || Iter Time:0.032453060150146484 || Total time:26.443898677825928 Loading and distributing data: 0.000193 seconds (142 allocations: 13.227 KiB) Iteration: 905 || Clusters count: 14 || Log posterior: -3418.1164664919597 || Iter Time:0.0117950439453125 || Total time:26.45569372177124 Iteration: 906 || Clusters count: 14 || Log posterior: -3382.685196007441 || Iter Time:0.033007144927978516 || Total time:26.48870086669922 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Iteration: 973 || Clusters count: 14 || Log posterior: -3448.719715746041 || Iter Time:0.015436887741088867 || Total time:28.138375997543335 Iteration: 974 || Clusters count: 14 || Log posterior: -3418.1312715484805 || Iter Time:0.04076385498046875 || Total time:28.179139852523804 Loading and distributing data: 0.000208 seconds (142 allocations: 13.227 KiB) Iteration: 975 || Clusters count: 14 || Log posterior: -3430.833511356115 || Iter Time:0.01360011100769043 || Total time:28.192739963531494 Iteration: 976 || Clusters count: 14 || Log posterior: -3394.3932023833354 || Iter Time:0.0368349552154541 || Total time:28.22957491874695 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 977 || Clusters count: 14 || Log posterior: -3420.9625720417525 || Iter Time:0.012933015823364258 || Total time:28.242507934570312 Iteration: 978 || Clusters count: 14 || Log posterior: -3377.3513061138533 || Iter Time:0.03552079200744629 || Total time:28.27802872657776 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Iteration: 1122 || Clusters count: 13 || Log posterior: -3423.1118715470798 || Iter Time:0.03109002113342285 || Total time:31.749445915222168 Loading and distributing data: 0.000210 seconds (142 allocations: 13.227 KiB) Iteration: 1123 || Clusters count: 13 || Log posterior: -3442.5084660189705 || Iter Time:0.011880874633789062 || Total time:31.761326789855957 Iteration: 1124 || Clusters count: 13 || Log posterior: -3416.3320817448484 || Iter Time:0.031195878982543945 || Total time:31.7925226688385 Loading and distributing data: 0.000198 seconds (142 allocations: 13.227 KiB) Iteration: 1125 || Clusters count: 13 || Log posterior: -3431.129907984246 || Iter Time:0.011728048324584961 || Total time:31.804250717163086 Iteration: 1126 || Clusters count: 13 || Log posterior: -3400.7873627007652 || Iter Time:0.03229498863220215 || Total time:31.836545705795288 Loading and distributing data: 0.000192 seconds (142 allocations: 13.227 KiB) Iteration: 1127 || Clusters count: 13 || Log posterior: 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(142 allocations: 13.227 KiB) Iteration: 1133 || Clusters count: 13 || Log posterior: -3416.3473541415674 || Iter Time:0.012892961502075195 || Total time:31.987238883972168 Iteration: 1134 || Clusters count: 13 || Log posterior: -3401.641671822844 || Iter Time:0.03456878662109375 || Total time:32.02180767059326 Loading and distributing data: 0.000211 seconds (142 allocations: 13.227 KiB) Iteration: 1135 || Clusters count: 13 || Log posterior: -3433.3480425554253 || Iter Time:0.012866020202636719 || Total time:32.0346736907959 Iteration: 1136 || Clusters count: 13 || Log posterior: -3391.822025538553 || Iter Time:0.03173494338989258 || Total time:32.06640863418579 Loading and distributing data: 0.000175 seconds (142 allocations: 13.227 KiB) Iteration: 1137 || Clusters count: 14 || Log posterior: -3478.2288015340923 || Iter Time:0.012908935546875 || Total time:32.079317569732666 Iteration: 1138 || Clusters count: 14 || Log posterior: -3445.468772766697 || Iter Time:0.03289198875427246 || 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Iteration: 1155 || Clusters count: 14 || Log posterior: -3454.6029005002665 || Iter Time:0.012245893478393555 || Total time:32.526461601257324 Iteration: 1156 || Clusters count: 14 || Log posterior: -3417.435516849504 || Iter Time:0.032781124114990234 || Total time:32.559242725372314 Loading and distributing data: 0.000184 seconds (142 allocations: 13.227 KiB) Iteration: 1157 || Clusters count: 14 || Log posterior: -3465.1812766654116 || Iter Time:0.013969898223876953 || Total time:32.57321262359619 Iteration: 1158 || Clusters count: 14 || Log posterior: -3433.448766098322 || Iter Time:0.035611867904663086 || Total time:32.608824491500854 Loading and distributing data: 0.000194 seconds (142 allocations: 13.227 KiB) Iteration: 1159 || Clusters count: 14 || Log posterior: -3362.215150257818 || Iter Time:0.013721942901611328 || Total time:32.622546434402466 Iteration: 1160 || Clusters count: 14 || Log posterior: -3342.802045480864 || Iter Time:0.03477001190185547 || Total 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Iteration: 1177 || Clusters count: 14 || Log posterior: -3465.3948607085795 || Iter Time:0.013065099716186523 || Total time:33.08654308319092 Iteration: 1178 || Clusters count: 14 || Log posterior: -3434.495165984307 || Iter Time:0.03333306312561035 || Total time:33.11987614631653 Loading and distributing data: 0.000174 seconds (142 allocations: 13.227 KiB) Iteration: 1179 || Clusters count: 14 || Log posterior: -3445.808271926945 || Iter Time:0.013283014297485352 || Total time:33.133159160614014 Iteration: 1180 || Clusters count: 14 || Log posterior: -3419.4874268971685 || Iter Time:0.03501605987548828 || Total time:33.1681752204895 Loading and distributing data: 0.000190 seconds (142 allocations: 13.227 KiB) Iteration: 1181 || Clusters count: 14 || Log posterior: -3437.098648449175 || Iter Time:0.013777971267700195 || Total time:33.1819531917572 Iteration: 1182 || Clusters count: 14 || Log posterior: -3407.029823407423 || Iter Time:0.035362958908081055 || Total time:33.21731615066528 Loading and distributing data: 0.000169 seconds (142 allocations: 13.227 KiB) Iteration: 1183 || Clusters count: 14 || Log posterior: -3431.227674339402 || Iter Time:0.013028144836425781 || Total time:33.23034429550171 Iteration: 1184 || Clusters count: 14 || Log posterior: -3413.3266213203947 || Iter Time:0.03503704071044922 || Total time:33.26538133621216 Loading and distributing data: 0.000210 seconds (142 allocations: 13.227 KiB) Iteration: 1185 || Clusters count: 14 || Log posterior: -3438.838272196092 || Iter Time:0.013514995574951172 || Total time:33.27889633178711 Iteration: 1186 || Clusters count: 14 || Log posterior: -3405.9431863357854 || Iter Time:0.03525686264038086 || Total time:33.31415319442749 Loading and distributing data: 0.000192 seconds (142 allocations: 13.227 KiB) Iteration: 1187 || Clusters count: 14 || Log posterior: -3435.101859020011 || Iter Time:0.013341188430786133 || Total time:33.327494382858276 Iteration: 1188 || Clusters count: 14 || Log posterior: -3424.2596170196894 || Iter Time:0.039359092712402344 || Total time:33.36685347557068 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 1189 || Clusters count: 14 || Log posterior: -3472.6293942579937 || Iter Time:0.013940095901489258 || Total time:33.38079357147217 Iteration: 1190 || Clusters count: 14 || Log posterior: -3424.810872280598 || Iter Time:0.03587007522583008 || Total time:33.416663646698 Loading and distributing data: 0.000178 seconds (142 allocations: 13.227 KiB) Iteration: 1191 || Clusters count: 14 || Log posterior: -3436.935407044541 || Iter Time:0.012713909149169922 || Total time:33.42937755584717 Iteration: 1192 || Clusters count: 14 || Log posterior: -3404.101942834187 || Iter Time:0.03345012664794922 || Total time:33.46282768249512 Loading and distributing data: 0.000178 seconds (142 allocations: 13.227 KiB) Iteration: 1193 || Clusters count: 14 || Log posterior: -3389.4832439060106 || Iter Time:0.012637138366699219 || Total 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|| Log posterior: -3443.8297048564095 || Iter Time:0.01241302490234375 || Total time:33.61365985870361 Iteration: 1200 || Clusters count: 14 || Log posterior: -3414.6669021617017 || Iter Time:0.056910037994384766 || Total time:33.670569896698 Loading and distributing data: 0.000191 seconds (142 allocations: 13.227 KiB) Iteration: 1201 || Clusters count: 14 || Log posterior: -3426.8606392226725 || Iter Time:0.011017084121704102 || Total time:33.6815869808197 Iteration: 1202 || Clusters count: 14 || Log posterior: -3402.546691064886 || Iter Time:0.035616159439086914 || Total time:33.71720314025879 Loading and distributing data: 0.000190 seconds (142 allocations: 13.227 KiB) Iteration: 1203 || Clusters count: 14 || Log posterior: -3464.3485076207867 || Iter Time:0.013026952743530273 || Total time:33.73023009300232 Iteration: 1204 || Clusters count: 14 || Log posterior: -3436.6996791993897 || Iter Time:0.03427410125732422 || Total time:33.764504194259644 Loading and distributing data: 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Iteration: 1216 || Clusters count: 14 || Log posterior: -3426.9284732259343 || Iter Time:0.03676795959472656 || Total time:34.078375816345215 Loading and distributing data: 0.000195 seconds (142 allocations: 13.227 KiB) Iteration: 1217 || Clusters count: 14 || Log posterior: -3440.9755911354937 || Iter Time:0.013517141342163086 || Total time:34.09189295768738 Iteration: 1218 || Clusters count: 14 || Log posterior: -3413.1385253634026 || Iter Time:0.037893056869506836 || Total time:34.129786014556885 Loading and distributing data: 0.000197 seconds (142 allocations: 13.227 KiB) Iteration: 1219 || Clusters count: 14 || Log posterior: -3437.388204575727 || Iter Time:0.014348030090332031 || Total time:34.14413404464722 Iteration: 1220 || Clusters count: 14 || Log posterior: -3400.892439665683 || Iter Time:0.03473210334777832 || Total time:34.178866147994995 Loading and distributing data: 0.000194 seconds (142 allocations: 13.227 KiB) Iteration: 1221 || Clusters count: 14 || Log posterior: -3488.8117999220353 || Iter Time:0.014014959335327148 || Total time:34.19288110733032 Iteration: 1222 || Clusters count: 14 || Log posterior: -3433.311780391067 || Iter Time:0.041435956954956055 || Total time:34.23431706428528 Loading and distributing data: 0.000223 seconds (142 allocations: 13.227 KiB) Iteration: 1223 || Clusters count: 14 || Log posterior: -3443.7201286136074 || Iter Time:0.015082836151123047 || Total time:34.2493999004364 Iteration: 1224 || Clusters count: 14 || Log posterior: -3412.8046235145835 || Iter Time:0.03594207763671875 || Total time:34.28534197807312 Loading and distributing data: 0.000209 seconds (142 allocations: 13.227 KiB) Iteration: 1225 || Clusters count: 14 || Log posterior: -3465.6078562484277 || Iter Time:0.05582404136657715 || Total time:34.3411660194397 Iteration: 1226 || Clusters count: 14 || Log posterior: -3429.149047557887 || Iter Time:0.0346829891204834 || Total time:34.37584900856018 Loading and distributing data: 0.000195 seconds (142 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Iteration: 1249 || Clusters count: 14 || Log posterior: -3467.2655865434326 || Iter Time:0.013810873031616211 || Total time:34.92567276954651 Iteration: 1250 || Clusters count: 14 || Log posterior: -3438.945636599423 || Iter Time:0.03934192657470703 || Total time:34.965014696121216 Loading and distributing data: 0.000227 seconds (142 allocations: 13.227 KiB) Iteration: 1251 || Clusters count: 14 || Log posterior: -3476.517385023918 || Iter Time:0.014271020889282227 || Total time:34.9792857170105 Iteration: 1252 || Clusters count: 14 || Log posterior: -3452.019884360323 || Iter Time:0.06112194061279297 || Total time:35.04040765762329 Loading and distributing data: 0.000188 seconds (142 allocations: 13.227 KiB) Iteration: 1253 || Clusters count: 14 || Log posterior: -3434.442607771611 || Iter Time:0.013262033462524414 || Total time:35.053669691085815 Iteration: 1254 || Clusters count: 14 || Log posterior: -3407.868285913601 || Iter Time:0.03338623046875 || Total time:35.087055921554565 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-3409.0118116577446 || Iter Time:0.03241991996765137 || Total time:35.22523593902588 Loading and distributing data: 0.000180 seconds (142 allocations: 13.227 KiB) Iteration: 1261 || Clusters count: 14 || Log posterior: -3415.6716372800183 || Iter Time:0.012651920318603516 || Total time:35.23788785934448 Iteration: 1262 || Clusters count: 14 || Log posterior: -3407.6663247432 || Iter Time:0.03688311576843262 || Total time:35.274770975112915 Loading and distributing data: 0.000190 seconds (142 allocations: 13.227 KiB) Iteration: 1263 || Clusters count: 14 || Log posterior: -3418.252524987441 || Iter Time:0.013129949569702148 || Total time:35.28790092468262 Iteration: 1264 || Clusters count: 14 || Log posterior: -3390.0057383743374 || Iter Time:0.03382086753845215 || Total time:35.32172179222107 Loading and distributing data: 0.000183 seconds (142 allocations: 13.227 KiB) Iteration: 1265 || Clusters count: 14 || Log posterior: -3374.6994569314434 || Iter Time:0.014082908630371094 || Total 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Iteration: 1321 || Clusters count: 14 || Log posterior: -3368.6541920165305 || Iter Time:0.014383077621459961 || Total time:36.68304395675659 Iteration: 1322 || Clusters count: 14 || Log posterior: -3340.948836049295 || Iter Time:0.037999868392944336 || Total time:36.721043825149536 Loading and distributing data: 0.000197 seconds (142 allocations: 13.227 KiB) Iteration: 1323 || Clusters count: 15 || Log posterior: -3426.9945802072884 || Iter Time:0.015065908432006836 || Total time:36.73610973358154 Iteration: 1324 || Clusters count: 14 || Log posterior: -3391.762196295715 || Iter Time:0.04247093200683594 || Total time:36.77858066558838 Loading and distributing data: 0.000274 seconds (142 allocations: 13.227 KiB) Iteration: 1325 || Clusters count: 14 || Log posterior: -3452.1107413199634 || Iter Time:0.013981103897094727 || Total time:36.792561769485474 Iteration: 1326 || Clusters count: 14 || Log posterior: -3413.8134283846643 || Iter Time:0.03527092933654785 || Total 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15 || Log posterior: -3409.965782847073 || Iter Time:0.05830502510070801 || Total time:36.99640727043152 Loading and distributing data: 0.000164 seconds (142 allocations: 13.227 KiB) Iteration: 1333 || Clusters count: 15 || Log posterior: -3481.4083665328685 || Iter Time:0.010715007781982422 || Total time:37.0071222782135 Iteration: 1334 || Clusters count: 15 || Log posterior: -3442.6197498971674 || Iter Time:0.03338909149169922 || Total time:37.0405113697052 Loading and distributing data: 0.000194 seconds (142 allocations: 13.227 KiB) Iteration: 1335 || Clusters count: 15 || Log posterior: -3474.7700671710422 || Iter Time:0.013356924057006836 || Total time:37.05386829376221 Iteration: 1336 || Clusters count: 15 || Log posterior: -3438.6366223312966 || Iter Time:0.03380417823791504 || Total time:37.08767247200012 Loading and distributing data: 0.000171 seconds (142 allocations: 13.227 KiB) Iteration: 1337 || Clusters count: 15 || Log posterior: -3454.779915215792 || Iter 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Iteration: 1343 || Clusters count: 15 || Log posterior: -3464.791839442903 || Iter Time:0.014281034469604492 || Total time:37.25489950180054 Iteration: 1344 || Clusters count: 15 || Log posterior: -3431.6847038155574 || Iter Time:0.042263031005859375 || Total time:37.2971625328064 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 1345 || Clusters count: 15 || Log posterior: -3511.835265043668 || Iter Time:0.014490127563476562 || Total time:37.31165266036987 Iteration: 1346 || Clusters count: 15 || Log posterior: -3468.1566258415846 || Iter Time:0.03635597229003906 || Total time:37.34800863265991 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 1347 || Clusters count: 15 || Log posterior: -3475.6990688881674 || Iter Time:0.01674795150756836 || Total time:37.36475658416748 Iteration: 1348 || Clusters count: 15 || Log posterior: -3449.8524108896418 || Iter Time:0.0392451286315918 || Total time:37.40400171279907 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Iteration: 1382 || Clusters count: 15 || Log posterior: -3420.940674616913 || Iter Time:0.03615212440490723 || Total time:38.840611696243286 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 1383 || Clusters count: 15 || Log posterior: -3501.9744344165474 || Iter Time:0.012478113174438477 || Total time:38.853089809417725 Iteration: 1384 || Clusters count: 15 || Log posterior: -3451.8815190478413 || Iter Time:0.035392045974731445 || Total time:38.888481855392456 Loading and distributing data: 0.000188 seconds (142 allocations: 13.227 KiB) Iteration: 1385 || Clusters count: 15 || Log posterior: -3445.456224639275 || Iter Time:0.014147043228149414 || Total time:38.902628898620605 Iteration: 1386 || Clusters count: 15 || Log posterior: -3408.050210970361 || Iter Time:0.03596782684326172 || Total time:38.93859672546387 Loading and distributing data: 0.000193 seconds (142 allocations: 13.227 KiB) Iteration: 1387 || Clusters count: 15 || Log posterior: 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Iteration: 1415 || Clusters count: 15 || Log posterior: -3427.082375846937 || Iter Time:0.01808905601501465 || Total time:39.715272188186646 Iteration: 1416 || Clusters count: 15 || Log posterior: -3373.2157508289 || Iter Time:0.04772305488586426 || Total time:39.76299524307251 Loading and distributing data: 0.000247 seconds (142 allocations: 13.227 KiB) Iteration: 1417 || Clusters count: 15 || Log posterior: -3416.4176293666746 || Iter Time:0.01733112335205078 || Total time:39.78032636642456 Iteration: 1418 || Clusters count: 15 || Log posterior: -3370.993228201851 || Iter Time:0.04842114448547363 || Total time:39.828747510910034 Loading and distributing data: 0.000199 seconds (142 allocations: 13.227 KiB) Iteration: 1419 || Clusters count: 15 || Log posterior: -3438.521091421158 || Iter Time:0.01730203628540039 || Total time:39.846049547195435 Iteration: 1420 || Clusters count: 15 || Log posterior: -3402.2547200606814 || Iter Time:0.04636693000793457 || Total time:39.89241647720337 Loading and distributing data: 0.000247 seconds (142 allocations: 13.227 KiB) Iteration: 1421 || Clusters count: 15 || Log posterior: -3441.370959816225 || Iter Time:0.01777815818786621 || Total time:39.910194635391235 Iteration: 1422 || Clusters count: 15 || Log posterior: -3407.141389316816 || Iter Time:0.04540896415710449 || Total time:39.95560359954834 Loading and distributing data: 0.000194 seconds (142 allocations: 13.227 KiB) Iteration: 1423 || Clusters count: 15 || Log posterior: -3439.071365679687 || Iter Time:0.01725482940673828 || Total time:39.97285842895508 Iteration: 1424 || Clusters count: 15 || Log posterior: -3389.562575104541 || Iter Time:0.043089866638183594 || Total time:40.01594829559326 Loading and distributing data: 0.000199 seconds (142 allocations: 13.227 KiB) Iteration: 1425 || Clusters count: 15 || Log posterior: -3417.147301772813 || Iter Time:0.017763853073120117 || Total time:40.03371214866638 Iteration: 1426 || Clusters count: 15 || Log posterior: -3364.4910868626384 || Iter Time:0.044157981872558594 || Total time:40.07787013053894 Loading and distributing data: 0.000191 seconds (142 allocations: 13.227 KiB) Iteration: 1427 || Clusters count: 15 || Log posterior: -3417.85606968199 || Iter Time:0.016726016998291016 || Total time:40.09459614753723 Iteration: 1428 || Clusters count: 15 || Log posterior: -3398.790355504229 || Iter Time:0.04230999946594238 || Total time:40.136906147003174 Loading and distributing data: 0.000195 seconds (142 allocations: 13.227 KiB) Iteration: 1429 || Clusters count: 15 || Log posterior: -3423.618804962104 || Iter Time:0.01793694496154785 || Total time:40.15484309196472 Iteration: 1430 || Clusters count: 15 || Log posterior: -3392.5957273693516 || Iter Time:0.04668998718261719 || Total time:40.20153307914734 Loading and distributing data: 0.000198 seconds (142 allocations: 13.227 KiB) Iteration: 1431 || Clusters count: 15 || Log posterior: -3447.0015416657607 || Iter Time:0.016163110733032227 || Total 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|| Log posterior: -3383.0969549671277 || Iter Time:0.019047975540161133 || Total time:40.40814423561096 Iteration: 1438 || Clusters count: 15 || Log posterior: -3358.7235787341183 || Iter Time:0.04485797882080078 || Total time:40.45300221443176 Loading and distributing data: 0.000200 seconds (142 allocations: 13.227 KiB) Iteration: 1439 || Clusters count: 15 || Log posterior: -3399.0353537269275 || Iter Time:0.015879154205322266 || Total time:40.468881368637085 Iteration: 1440 || Clusters count: 15 || Log posterior: -3356.214055460103 || Iter Time:0.11214518547058105 || Total time:40.581026554107666 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 1441 || Clusters count: 15 || Log posterior: -3428.4358947197225 || Iter Time:0.014271974563598633 || Total time:40.595298528671265 Iteration: 1442 || Clusters count: 15 || Log posterior: -3385.6153252903105 || Iter Time:0.036206960678100586 || Total time:40.631505489349365 Loading and distributing 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Iteration: 1509 || Clusters count: 15 || Log posterior: -3513.721268381005 || Iter Time:0.015976905822753906 || Total time:42.43742799758911 Iteration: 1510 || Clusters count: 15 || Log posterior: -3466.3703810027237 || Iter Time:0.039031028747558594 || Total time:42.47645902633667 Loading and distributing data: 0.000215 seconds (142 allocations: 13.227 KiB) Iteration: 1511 || Clusters count: 15 || Log posterior: -3489.6942880318275 || Iter Time:0.015966176986694336 || Total time:42.492425203323364 Iteration: 1512 || Clusters count: 15 || Log posterior: -3437.514302167645 || Iter Time:0.037552833557128906 || Total time:42.52997803688049 Loading and distributing data: 0.000186 seconds (142 allocations: 13.227 KiB) Iteration: 1513 || Clusters count: 15 || Log posterior: -3415.574752840024 || Iter Time:0.015461921691894531 || Total time:42.54543995857239 Iteration: 1514 || Clusters count: 15 || Log posterior: -3378.2976568069776 || Iter Time:0.07663702964782715 || Total 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Iteration: 1531 || Clusters count: 15 || Log posterior: -3428.9906646023674 || Iter Time:0.014528036117553711 || Total time:43.06953549385071 Iteration: 1532 || Clusters count: 15 || Log posterior: -3386.1714065687747 || Iter Time:0.038558006286621094 || Total time:43.10809350013733 Loading and distributing data: 0.000203 seconds (142 allocations: 13.227 KiB) Iteration: 1533 || Clusters count: 15 || Log posterior: -3417.562526754478 || Iter Time:0.014901161193847656 || Total time:43.12299466133118 Iteration: 1534 || Clusters count: 15 || Log posterior: -3381.5372347507437 || Iter Time:0.03929400444030762 || Total time:43.162288665771484 Loading and distributing data: 0.000202 seconds (142 allocations: 13.227 KiB) Iteration: 1535 || Clusters count: 15 || Log posterior: -3417.4310425909384 || Iter Time:0.01587700843811035 || Total time:43.178165674209595 Iteration: 1536 || Clusters count: 15 || Log posterior: -3380.3101541061433 || Iter Time:0.03650093078613281 || Total 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Iteration: 1553 || Clusters count: 15 || Log posterior: -3498.7422536436834 || Iter Time:0.013792037963867188 || Total time:43.68250584602356 Iteration: 1554 || Clusters count: 15 || Log posterior: -3436.383191824545 || Iter Time:0.03815293312072754 || Total time:43.72065877914429 Loading and distributing data: 0.000210 seconds (142 allocations: 13.227 KiB) Iteration: 1555 || Clusters count: 14 || Log posterior: -3478.1106350755776 || Iter Time:0.015474081039428711 || Total time:43.736132860183716 Iteration: 1556 || Clusters count: 14 || Log posterior: -3432.2584438893196 || Iter Time:0.036015987396240234 || Total time:43.772148847579956 Loading and distributing data: 0.000187 seconds (142 allocations: 13.227 KiB) Iteration: 1557 || Clusters count: 14 || Log posterior: -3491.739185134713 || Iter Time:0.01454305648803711 || Total time:43.78669190406799 Iteration: 1558 || Clusters count: 14 || Log posterior: -3459.178206230207 || Iter Time:0.03493094444274902 || Total 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|| Log posterior: -3429.951658506512 || Iter Time:0.03484392166137695 || Total time:43.97548174858093 Loading and distributing data: 0.000171 seconds (142 allocations: 13.227 KiB) Iteration: 1565 || Clusters count: 14 || Log posterior: -3423.858458670099 || Iter Time:0.013756036758422852 || Total time:43.989237785339355 Iteration: 1566 || Clusters count: 14 || Log posterior: -3376.617602358077 || Iter Time:0.0338740348815918 || Total time:44.02311182022095 Loading and distributing data: 0.000188 seconds (142 allocations: 13.227 KiB) Iteration: 1567 || Clusters count: 14 || Log posterior: -3458.916356243002 || Iter Time:0.014532089233398438 || Total time:44.037643909454346 Iteration: 1568 || Clusters count: 14 || Log posterior: -3418.7673396191235 || Iter Time:0.03632307052612305 || Total time:44.07396697998047 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 1569 || Clusters count: 14 || Log posterior: -3445.0512945605597 || Iter 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Iteration: 1575 || Clusters count: 14 || Log posterior: -3456.9857674862174 || Iter Time:0.014068841934204102 || Total time:44.241742849349976 Iteration: 1576 || Clusters count: 14 || Log posterior: -3416.0094929291586 || Iter Time:0.05906391143798828 || Total time:44.300806760787964 Loading and distributing data: 0.000202 seconds (142 allocations: 13.227 KiB) Iteration: 1577 || Clusters count: 14 || Log posterior: -3515.8094652814484 || Iter Time:0.01429891586303711 || Total time:44.315105676651 Iteration: 1578 || Clusters count: 14 || Log posterior: -3476.4081451025722 || Iter Time:0.03271079063415527 || Total time:44.347816467285156 Loading and distributing data: 0.000179 seconds (142 allocations: 13.227 KiB) Iteration: 1579 || Clusters count: 14 || Log posterior: -3502.877402789747 || Iter Time:0.014024019241333008 || Total time:44.36184048652649 Iteration: 1580 || Clusters count: 14 || Log posterior: -3461.1661323244093 || Iter Time:0.03499889373779297 || Total 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-3417.0820257947835 || Iter Time:0.03574490547180176 || Total time:47.56234002113342 Loading and distributing data: 0.000187 seconds (142 allocations: 13.227 KiB) Iteration: 1697 || Clusters count: 14 || Log posterior: -3561.4622798132536 || Iter Time:0.014772176742553711 || Total time:47.57711219787598 Iteration: 1698 || Clusters count: 14 || Log posterior: -3497.8254847496796 || Iter Time:0.03660106658935547 || Total time:47.61371326446533 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 1699 || Clusters count: 14 || Log posterior: -3501.8529428539496 || Iter Time:0.013972997665405273 || Total time:47.62768626213074 Iteration: 1700 || Clusters count: 14 || Log posterior: -3456.3086441261307 || Iter Time:0.03523612022399902 || Total time:47.662922382354736 Loading and distributing data: 0.000187 seconds (142 allocations: 13.227 KiB) Iteration: 1701 || Clusters count: 14 || Log posterior: -3486.813012654458 || Iter Time:0.014436006546020508 || 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Iteration: 1779 || Clusters count: 15 || Log posterior: -3430.886439185755 || Iter Time:0.013010025024414062 || Total time:49.686891317367554 Iteration: 1780 || Clusters count: 15 || Log posterior: -3382.064022123042 || Iter Time:0.03481006622314453 || Total time:49.7217013835907 Loading and distributing data: 0.000176 seconds (142 allocations: 13.227 KiB) Iteration: 1781 || Clusters count: 15 || Log posterior: -3424.9565272920754 || Iter Time:0.012958049774169922 || Total time:49.73465943336487 Iteration: 1782 || Clusters count: 15 || Log posterior: -3386.0078201991023 || Iter Time:0.03598809242248535 || Total time:49.77064752578735 Loading and distributing data: 0.000195 seconds (142 allocations: 13.227 KiB) Iteration: 1783 || Clusters count: 15 || Log posterior: -3427.1008632377666 || Iter Time:0.014707803726196289 || Total time:49.78535532951355 Iteration: 1784 || Clusters count: 15 || Log posterior: -3397.2232466736505 || Iter Time:0.03608584403991699 || Total 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Iteration: 1801 || Clusters count: 14 || Log posterior: -3404.488601055554 || Iter Time:0.014142990112304688 || Total time:50.26562786102295 Iteration: 1802 || Clusters count: 14 || Log posterior: -3367.3317435886065 || Iter Time:0.03610396385192871 || Total time:50.30173182487488 Loading and distributing data: 0.000198 seconds (142 allocations: 13.227 KiB) Iteration: 1803 || Clusters count: 14 || Log posterior: -3440.91167279135 || Iter Time:0.014452934265136719 || Total time:50.316184759140015 Iteration: 1804 || Clusters count: 14 || Log posterior: -3416.231793734565 || Iter Time:0.035418033599853516 || Total time:50.35160279273987 Loading and distributing data: 0.000202 seconds (142 allocations: 13.227 KiB) Iteration: 1805 || Clusters count: 14 || Log posterior: -3453.5379965298243 || Iter Time:0.014375925064086914 || Total time:50.365978717803955 Iteration: 1806 || Clusters count: 14 || Log posterior: -3406.6520744414297 || Iter Time:0.035067081451416016 || Total 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Iteration: 1823 || Clusters count: 15 || Log posterior: -3445.4275425645365 || Iter Time:0.013100862503051758 || Total time:50.80587840080261 Iteration: 1824 || Clusters count: 15 || Log posterior: -3398.827848657463 || Iter Time:0.05974102020263672 || Total time:50.86561942100525 Loading and distributing data: 0.000174 seconds (142 allocations: 13.227 KiB) Iteration: 1825 || Clusters count: 15 || Log posterior: -3499.437340200116 || Iter Time:0.013370990753173828 || Total time:50.87899041175842 Iteration: 1826 || Clusters count: 15 || Log posterior: -3445.596979341469 || Iter Time:0.03542494773864746 || Total time:50.91441535949707 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 1827 || Clusters count: 15 || Log posterior: -3453.049059215286 || Iter Time:0.014162063598632812 || Total time:50.9285774230957 Iteration: 1828 || Clusters count: 15 || Log posterior: -3423.4970275591813 || Iter Time:0.036805152893066406 || Total time:50.96538257598877 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-3442.3587949177777 || Iter Time:0.03910207748413086 || Total time:51.124377489089966 Loading and distributing data: 0.000200 seconds (142 allocations: 13.227 KiB) Iteration: 1835 || Clusters count: 15 || Log posterior: -3465.731899004267 || Iter Time:0.014832019805908203 || Total time:51.139209508895874 Iteration: 1836 || Clusters count: 15 || Log posterior: -3423.154249237762 || Iter Time:0.037937164306640625 || Total time:51.177146673202515 Loading and distributing data: 0.000198 seconds (142 allocations: 13.227 KiB) Iteration: 1837 || Clusters count: 15 || Log posterior: -3402.3300590958547 || Iter Time:0.01539301872253418 || Total time:51.19253969192505 Iteration: 1838 || Clusters count: 15 || Log posterior: -3365.555758201962 || Iter Time:0.038223981857299805 || Total time:51.23076367378235 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 1839 || Clusters count: 15 || Log posterior: -3467.292126923437 || Iter Time:0.01379704475402832 || Total time:51.24456071853638 Iteration: 1840 || Clusters count: 15 || Log posterior: -3413.212226190143 || Iter Time:0.03503298759460449 || Total time:51.27959370613098 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 1841 || Clusters count: 15 || Log posterior: -3440.306322236725 || Iter Time:0.014864921569824219 || Total time:51.294458627700806 Iteration: 1842 || Clusters count: 15 || Log posterior: -3414.0867312646506 || Iter Time:0.041387081146240234 || Total time:51.335845708847046 Loading and distributing data: 0.000249 seconds (142 allocations: 13.227 KiB) Iteration: 1843 || Clusters count: 15 || Log posterior: -3420.4762013873283 || Iter Time:0.016582012176513672 || Total time:51.35242772102356 Iteration: 1844 || Clusters count: 15 || Log posterior: -3392.3500889953216 || Iter Time:0.038105010986328125 || Total time:51.39053273200989 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 1845 || Clusters 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Time:0.03619098663330078 || Total time:51.73451519012451 Loading and distributing data: 0.000206 seconds (142 allocations: 13.227 KiB) Iteration: 1857 || Clusters count: 15 || Log posterior: -3457.8277279819067 || Iter Time:0.013750076293945312 || Total time:51.74826526641846 Iteration: 1858 || Clusters count: 15 || Log posterior: -3411.572785638878 || Iter Time:0.034425973892211914 || Total time:51.78269124031067 Loading and distributing data: 0.000189 seconds (142 allocations: 13.227 KiB) Iteration: 1859 || Clusters count: 15 || Log posterior: -3455.3115053780202 || Iter Time:0.013955116271972656 || Total time:51.79664635658264 Iteration: 1860 || Clusters count: 15 || Log posterior: -3412.461858691004 || Iter Time:0.03811502456665039 || Total time:51.83476138114929 Loading and distributing data: 0.000175 seconds (142 allocations: 13.227 KiB) Iteration: 1861 || Clusters count: 15 || Log posterior: -3450.083946314315 || Iter Time:0.013850927352905273 || Total time:51.8486123085022 Iteration: 1862 || Clusters count: 15 || Log posterior: -3409.977642658906 || Iter Time:0.03816103935241699 || Total time:51.886773347854614 Loading and distributing data: 0.000184 seconds (142 allocations: 13.227 KiB) Iteration: 1863 || Clusters count: 15 || Log posterior: -3456.1562009853924 || Iter Time:0.014807939529418945 || Total time:51.90158128738403 Iteration: 1864 || Clusters count: 15 || Log posterior: -3409.592353750875 || Iter Time:0.03603315353393555 || Total time:51.93761444091797 Loading and distributing data: 0.000189 seconds (142 allocations: 13.227 KiB) Iteration: 1865 || Clusters count: 15 || Log posterior: -3427.0180178222936 || Iter Time:0.013633966445922852 || Total time:51.95124840736389 Iteration: 1866 || Clusters count: 15 || Log posterior: -3388.245615800989 || Iter Time:0.0350039005279541 || Total time:51.986252307891846 Loading and distributing data: 0.000197 seconds (142 allocations: 13.227 KiB) Iteration: 1867 || Clusters count: 15 || Log posterior: -3458.1032438801512 || Iter Time:0.015420913696289062 || Total time:52.001673221588135 Iteration: 1868 || Clusters count: 15 || Log posterior: -3398.7209972079872 || Iter Time:0.03633880615234375 || Total time:52.03801202774048 Loading and distributing data: 0.000194 seconds (142 allocations: 13.227 KiB) Iteration: 1869 || Clusters count: 15 || Log posterior: -3422.0992083599795 || Iter Time:0.013940095901489258 || Total time:52.05195212364197 Iteration: 1870 || Clusters count: 15 || Log posterior: -3386.502511036882 || Iter Time:0.041114091873168945 || Total time:52.09306621551514 Loading and distributing data: 0.000191 seconds (142 allocations: 13.227 KiB) Iteration: 1871 || Clusters count: 15 || Log posterior: -3404.4885953432495 || Iter Time:0.013673067092895508 || Total time:52.10673928260803 Iteration: 1872 || Clusters count: 15 || Log posterior: -3377.0174285746507 || Iter Time:0.0354769229888916 || Total time:52.142216205596924 Loading and distributing data: 0.000183 seconds (142 allocations: 13.227 KiB) Iteration: 1873 || Clusters count: 15 || Log posterior: -3459.016724285878 || Iter Time:0.013918876647949219 || Total time:52.15613508224487 Iteration: 1874 || Clusters count: 15 || Log posterior: -3419.945915439926 || Iter Time:0.03689885139465332 || Total time:52.193033933639526 Loading and distributing data: 0.000207 seconds (142 allocations: 13.227 KiB) Iteration: 1875 || Clusters count: 15 || Log posterior: -3444.370651595541 || Iter Time:0.013553857803344727 || Total time:52.20658779144287 Iteration: 1876 || Clusters count: 15 || Log posterior: -3405.527941467169 || Iter Time:0.05966591835021973 || Total time:52.26625370979309 Loading and distributing data: 0.000186 seconds (142 allocations: 13.227 KiB) Iteration: 1877 || Clusters count: 15 || Log posterior: -3498.5859699897564 || Iter Time:0.014077186584472656 || Total time:52.28033089637756 Iteration: 1878 || Clusters count: 15 || Log posterior: -3456.319356942625 || Iter Time:0.03588294982910156 || Total time:52.316213846206665 Loading and distributing data: 0.000179 seconds (142 allocations: 13.227 KiB) Iteration: 1879 || Clusters count: 15 || Log posterior: -3498.5719845744225 || Iter Time:0.014261960983276367 || Total time:52.33047580718994 Iteration: 1880 || Clusters count: 15 || Log posterior: -3456.710588127799 || Iter Time:0.03649592399597168 || Total time:52.36697173118591 Loading and distributing data: 0.000193 seconds (142 allocations: 13.227 KiB) Iteration: 1881 || Clusters count: 15 || Log posterior: -3428.175247729669 || Iter Time:0.014384031295776367 || Total time:52.38135576248169 Iteration: 1882 || Clusters count: 15 || Log posterior: -3386.512213826333 || Iter Time:0.03719806671142578 || Total time:52.418553829193115 Loading and distributing data: 0.000186 seconds (142 allocations: 13.227 KiB) Iteration: 1883 || Clusters count: 15 || Log posterior: -3415.2659864894986 || Iter Time:0.014490842819213867 || Total time:52.43304467201233 Iteration: 1884 || Clusters count: 15 || Log posterior: -3384.6152113630496 || Iter Time:0.03539586067199707 || Total time:52.468440532684326 Loading and distributing data: 0.000178 seconds (142 allocations: 13.227 KiB) Iteration: 1885 || Clusters count: 15 || Log posterior: -3418.5354548423247 || Iter Time:0.013772964477539062 || Total time:52.482213497161865 Iteration: 1886 || Clusters count: 15 || Log posterior: -3356.7107022909627 || Iter Time:0.03906393051147461 || Total time:52.52127742767334 Loading and distributing data: 0.000194 seconds (142 allocations: 13.227 KiB) Iteration: 1887 || Clusters count: 15 || Log posterior: -3479.821028011344 || Iter Time:0.015458106994628906 || Total time:52.53673553466797 Iteration: 1888 || Clusters count: 15 || Log posterior: -3395.88359018453 || Iter Time:0.0371241569519043 || Total time:52.57385969161987 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 1889 || Clusters count: 15 || Log posterior: -3454.7545638723554 || Iter Time:0.014667987823486328 || Total time:52.58852767944336 Iteration: 1890 || Clusters count: 15 || Log posterior: -3415.1521715823756 || Iter Time:0.03701210021972656 || Total time:52.625539779663086 Loading and distributing data: 0.000188 seconds (142 allocations: 13.227 KiB) Iteration: 1891 || Clusters count: 15 || Log posterior: -3466.2526448343656 || Iter Time:0.014257192611694336 || Total time:52.63979697227478 Iteration: 1892 || Clusters count: 15 || Log posterior: -3424.0961071886313 || Iter Time:0.03717303276062012 || Total time:52.6769700050354 Loading and distributing data: 0.000179 seconds (142 allocations: 13.227 KiB) Iteration: 1893 || Clusters count: 15 || Log posterior: -3456.8431919255495 || Iter Time:0.014899969100952148 || Total time:52.69186997413635 Iteration: 1894 || Clusters count: 15 || Log posterior: -3416.016662861918 || Iter Time:0.037535905838012695 || Total time:52.729405879974365 Loading and distributing data: 0.000180 seconds (142 allocations: 13.227 KiB) Iteration: 1895 || Clusters count: 15 || Log posterior: -3443.110765811868 || Iter Time:0.01450204849243164 || Total time:52.7439079284668 Iteration: 1896 || Clusters count: 15 || Log posterior: -3408.525243762403 || Iter Time:0.03714799880981445 || Total time:52.78105592727661 Loading and distributing data: 0.000192 seconds (142 allocations: 13.227 KiB) Iteration: 1897 || Clusters count: 15 || Log posterior: -3457.6144925049716 || Iter Time:0.01497793197631836 || Total time:52.79603385925293 Iteration: 1898 || Clusters count: 15 || Log posterior: -3418.6654853722525 || Iter Time:0.03613901138305664 || Total time:52.832172870635986 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 1899 || Clusters count: 15 || Log posterior: -3407.7833576323073 || Iter Time:0.013612031936645508 || Total time:52.84578490257263 Iteration: 1900 || Clusters count: 15 || Log posterior: -3377.76993511115 || Iter Time:0.03728914260864258 || Total time:52.883074045181274 Loading and distributing data: 0.000196 seconds (142 allocations: 13.227 KiB) Iteration: 1901 || Clusters count: 15 || Log posterior: -3416.1816733721084 || Iter Time:0.013867855072021484 || Total time:52.896941900253296 Iteration: 1902 || Clusters count: 15 || Log posterior: -3390.284360273608 || Iter Time:0.0637669563293457 || Total time:52.96070885658264 Loading and distributing data: 0.000192 seconds (142 allocations: 13.227 KiB) Iteration: 1903 || Clusters count: 15 || Log posterior: -3448.197202783031 || Iter Time:0.014696836471557617 || Total time:52.9754056930542 Iteration: 1904 || Clusters count: 15 || Log posterior: -3394.530346168438 || Iter Time:0.03678393363952637 || Total time:53.012189626693726 Loading and distributing data: 0.000197 seconds (142 allocations: 13.227 KiB) Iteration: 1905 || Clusters count: 15 || Log posterior: -3401.9524050192213 || Iter Time:0.013649940490722656 || Total time:53.02583956718445 Iteration: 1906 || Clusters count: 15 || Log posterior: -3346.791417482372 || Iter Time:0.06623101234436035 || Total time:53.09207057952881 Loading and distributing data: 0.000176 seconds (142 allocations: 13.227 KiB) Iteration: 1907 || Clusters count: 15 || Log posterior: -3406.2273865302554 || Iter Time:0.01499319076538086 || Total time:53.10706377029419 Iteration: 1908 || Clusters count: 15 || Log posterior: -3352.323231600933 || Iter Time:0.036834001541137695 || Total time:53.14389777183533 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 1909 || Clusters count: 15 || Log posterior: -3442.5529746176744 || Iter Time:0.014703989028930664 || Total time:53.15860176086426 Iteration: 1910 || Clusters count: 15 || Log posterior: -3396.6830769068665 || Iter Time:0.0397639274597168 || Total time:53.198365688323975 Loading and distributing data: 0.000190 seconds (142 allocations: 13.227 KiB) Iteration: 1911 || Clusters count: 15 || Log posterior: -3464.293567256912 || Iter Time:0.015426874160766602 || Total time:53.21379256248474 Iteration: 1912 || Clusters count: 15 || Log posterior: -3433.0434505239105 || Iter Time:0.04143810272216797 || Total time:53.25523066520691 Loading and distributing data: 0.000184 seconds (142 allocations: 13.227 KiB) Iteration: 1913 || Clusters count: 15 || Log posterior: -3458.2966960207777 || Iter Time:0.013633012771606445 || Total time:53.268863677978516 Iteration: 1914 || Clusters count: 15 || Log posterior: -3421.3845906231113 || Iter Time:0.03714108467102051 || Total time:53.306004762649536 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 1915 || Clusters count: 15 || Log posterior: -3481.252356553 || Iter Time:0.014731884002685547 || Total time:53.32073664665222 Iteration: 1916 || Clusters count: 15 || Log posterior: -3443.9215744317576 || Iter Time:0.036392927169799805 || Total time:53.35712957382202 Loading and distributing data: 0.000180 seconds (142 allocations: 13.227 KiB) Iteration: 1917 || Clusters count: 15 || Log posterior: -3475.9807291202865 || Iter Time:0.013521909713745117 || Total time:53.37065148353577 Iteration: 1918 || Clusters count: 15 || Log posterior: -3438.60363676214 || Iter Time:0.03716015815734863 || Total time:53.407811641693115 Loading and distributing data: 0.000191 seconds (142 allocations: 13.227 KiB) Iteration: 1919 || Clusters count: 15 || Log posterior: -3467.680189332676 || Iter Time:0.014573097229003906 || Total time:53.42238473892212 Iteration: 1920 || Clusters count: 15 || Log posterior: -3415.6241198547996 || Iter Time:0.040704965591430664 || Total time:53.46308970451355 Loading and distributing data: 0.000199 seconds (142 allocations: 13.227 KiB) Iteration: 1921 || Clusters count: 15 || Log posterior: -3472.5818082505925 || Iter Time:0.014930009841918945 || Total time:53.47801971435547 Iteration: 1922 || Clusters count: 15 || Log posterior: -3422.235897604778 || Iter Time:0.03664898872375488 || Total time:53.514668703079224 Loading and distributing data: 0.000207 seconds (142 allocations: 13.227 KiB) Iteration: 1923 || Clusters count: 15 || Log posterior: -3472.8573330471486 || Iter Time:0.013534069061279297 || Total time:53.5282027721405 Iteration: 1924 || Clusters count: 15 || Log posterior: -3436.966560976109 || Iter Time:0.037222862243652344 || Total time:53.565425634384155 Loading and distributing data: 0.000199 seconds (142 allocations: 13.227 KiB) Iteration: 1925 || Clusters count: 14 || Log posterior: -3443.292517536004 || Iter Time:0.014343023300170898 || Total time:53.579768657684326 Iteration: 1926 || Clusters count: 14 || Log posterior: -3398.322787432726 || Iter Time:0.03485894203186035 || Total time:53.61462759971619 Loading and distributing data: 0.000183 seconds (142 allocations: 13.227 KiB) Iteration: 1927 || Clusters count: 14 || Log posterior: -3451.7867906576575 || Iter Time:0.013589859008789062 || Total time:53.628217458724976 Iteration: 1928 || Clusters count: 14 || Log posterior: -3400.5146527735988 || Iter Time:0.03434896469116211 || Total time:53.66256642341614 Loading and distributing data: 0.000175 seconds (142 allocations: 13.227 KiB) Iteration: 1929 || Clusters count: 14 || Log posterior: -3434.8026864002964 || Iter Time:0.03733682632446289 || Total time:53.6999032497406 Iteration: 1930 || Clusters count: 14 || Log posterior: -3406.209433847225 || Iter Time:0.03342604637145996 || Total time:53.73332929611206 Loading and distributing data: 0.000167 seconds (142 allocations: 13.227 KiB) Iteration: 1931 || Clusters count: 14 || Log posterior: -3429.9478632446376 || Iter Time:0.013529777526855469 || Total time:53.746859073638916 Iteration: 1932 || Clusters count: 14 || Log posterior: -3391.986296182146 || Iter Time:0.03424406051635742 || Total time:53.78110313415527 Loading and distributing data: 0.000176 seconds (142 allocations: 13.227 KiB) Iteration: 1933 || Clusters count: 14 || Log posterior: -3466.184496514353 || Iter Time:0.014829874038696289 || Total time:53.79593300819397 Iteration: 1934 || Clusters count: 14 || Log posterior: -3428.094403748855 || Iter Time:0.03589200973510742 || Total time:53.83182501792908 Loading and distributing data: 0.000193 seconds (142 allocations: 13.227 KiB) Iteration: 1935 || Clusters count: 14 || Log posterior: -3499.2149550069407 || Iter Time:0.01436614990234375 || Total time:53.84619116783142 Iteration: 1936 || Clusters count: 14 || Log posterior: -3448.736655806058 || Iter Time:0.03583407402038574 || Total time:53.88202524185181 Loading and distributing data: 0.000168 seconds (142 allocations: 13.227 KiB) Iteration: 1937 || Clusters count: 14 || Log posterior: -3428.7317082226114 || Iter Time:0.013780832290649414 || Total time:53.895806074142456 Iteration: 1938 || Clusters count: 14 || Log posterior: -3414.6825906130716 || Iter Time:0.03638601303100586 || Total time:53.93219208717346 Loading and distributing data: 0.000180 seconds (142 allocations: 13.227 KiB) Iteration: 1939 || Clusters count: 15 || Log posterior: -3398.967601473913 || Iter Time:0.013711929321289062 || Total time:53.94590401649475 Iteration: 1940 || Clusters count: 15 || Log posterior: -3361.7208590656464 || Iter Time:0.037110090255737305 || Total time:53.98301410675049 Loading and distributing data: 0.000174 seconds (142 allocations: 13.227 KiB) Iteration: 1941 || Clusters count: 15 || Log posterior: -3411.8294694830297 || Iter Time:0.012436866760253906 || Total time:53.99545097351074 Iteration: 1942 || Clusters count: 15 || Log posterior: -3373.0415712730633 || Iter Time:0.03747105598449707 || Total time:54.03292202949524 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 1943 || Clusters count: 15 || Log posterior: -3506.7813710144924 || Iter Time:0.014050006866455078 || Total time:54.046972036361694 Iteration: 1944 || Clusters count: 15 || Log posterior: -3438.9541813744313 || Iter Time:0.036340951919555664 || Total time:54.08331298828125 Loading and distributing data: 0.000176 seconds (142 allocations: 13.227 KiB) Iteration: 1945 || Clusters count: 14 || Log posterior: -3473.9777934348026 || Iter Time:0.012880086898803711 || Total time:54.096193075180054 Iteration: 1946 || Clusters count: 14 || Log posterior: -3442.39293985303 || Iter Time:0.03517913818359375 || Total time:54.13137221336365 Loading and distributing data: 0.000186 seconds (142 allocations: 13.227 KiB) Iteration: 1947 || Clusters count: 14 || Log posterior: -3439.056951956169 || Iter Time:0.012480974197387695 || Total time:54.143853187561035 Iteration: 1948 || Clusters count: 14 || Log posterior: -3408.327118515226 || Iter Time:0.03354001045227051 || Total time:54.177393198013306 Loading and distributing data: 0.000201 seconds (142 allocations: 13.227 KiB) Iteration: 1949 || Clusters count: 14 || Log posterior: -3443.042734298504 || Iter Time:0.015053987503051758 || Total time:54.19244718551636 Iteration: 1950 || Clusters count: 14 || Log posterior: -3413.6120520740783 || Iter Time:0.03657698631286621 || Total time:54.229024171829224 Loading and distributing data: 0.000178 seconds (142 allocations: 13.227 KiB) Iteration: 1951 || Clusters count: 14 || Log posterior: -3436.6218804075565 || Iter Time:0.015104055404663086 || Total time:54.24412822723389 Iteration: 1952 || Clusters count: 14 || Log posterior: -3417.5696429623104 || Iter Time:0.03733706474304199 || Total time:54.28146529197693 Loading and distributing data: 0.000174 seconds (142 allocations: 13.227 KiB) Iteration: 1953 || Clusters count: 14 || Log posterior: -3397.3230683723323 || Iter Time:0.014202117919921875 || Total time:54.29566740989685 Iteration: 1954 || Clusters count: 14 || Log posterior: -3366.121553130202 || Iter Time:0.03572392463684082 || Total time:54.33139133453369 Loading and distributing data: 0.000190 seconds (142 allocations: 13.227 KiB) Iteration: 1955 || Clusters count: 14 || Log posterior: -3369.6901904249653 || Iter Time:0.015186071395874023 || Total time:54.346577405929565 Iteration: 1956 || Clusters count: 14 || Log posterior: -3339.330858454381 || Iter Time:0.06080484390258789 || Total time:54.40738224983215 Loading and distributing data: 0.000186 seconds (142 allocations: 13.227 KiB) Iteration: 1957 || Clusters count: 14 || Log posterior: -3436.960321449897 || Iter Time:0.01376199722290039 || Total time:54.421144247055054 Iteration: 1958 || Clusters count: 14 || Log posterior: -3395.2170652000846 || Iter Time:0.03834390640258789 || Total time:54.45948815345764 Loading and distributing data: 0.000166 seconds (142 allocations: 13.227 KiB) Iteration: 1959 || Clusters count: 14 || Log posterior: -3474.443395805418 || Iter Time:0.01520395278930664 || Total time:54.47469210624695 Iteration: 1960 || Clusters count: 14 || Log posterior: -3443.552465380117 || Iter Time:0.034605979919433594 || Total time:54.50929808616638 Loading and distributing data: 0.000215 seconds (142 allocations: 13.227 KiB) Iteration: 1961 || Clusters count: 14 || Log posterior: -3501.0307652907813 || Iter Time:0.014208078384399414 || Total time:54.52350616455078 Iteration: 1962 || Clusters count: 14 || Log posterior: -3451.4318008451983 || Iter Time:0.03457808494567871 || Total time:54.55808424949646 Loading and distributing data: 0.000210 seconds (142 allocations: 13.227 KiB) Iteration: 1963 || Clusters count: 14 || Log posterior: -3470.803282918513 || Iter Time:0.015079021453857422 || Total time:54.57316327095032 Iteration: 1964 || Clusters count: 14 || Log posterior: -3446.5492550890003 || Iter Time:0.035331010818481445 || Total time:54.6084942817688 Loading and distributing data: 0.000191 seconds (142 allocations: 13.227 KiB) Iteration: 1965 || Clusters count: 14 || Log posterior: -3464.136835938489 || Iter Time:0.01424407958984375 || Total time:54.62273836135864 Iteration: 1966 || Clusters count: 14 || Log posterior: -3427.0177125566006 || Iter Time:0.03757905960083008 || Total time:54.66031742095947 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 1967 || Clusters count: 14 || Log posterior: -3467.23169302865 || Iter Time:0.015592813491821289 || Total time:54.675910234451294 Iteration: 1968 || Clusters count: 14 || Log posterior: -3437.602291056786 || Iter Time:0.037596940994262695 || Total time:54.71350717544556 Loading and distributing data: 0.000183 seconds (142 allocations: 13.227 KiB) Iteration: 1969 || Clusters count: 14 || Log posterior: -3469.989950329201 || Iter Time:0.016030073165893555 || Total time:54.72953724861145 Iteration: 1970 || Clusters count: 14 || Log posterior: -3426.245333190205 || Iter Time:0.035533905029296875 || Total time:54.76507115364075 Loading and distributing data: 0.000205 seconds (142 allocations: 13.227 KiB) Iteration: 1971 || Clusters count: 14 || Log posterior: -3496.0080719408497 || Iter Time:0.015948057174682617 || Total time:54.78101921081543 Iteration: 1972 || Clusters count: 14 || Log posterior: -3461.4720799718934 || Iter Time:0.03569793701171875 || Total time:54.81671714782715 Loading and distributing data: 0.000178 seconds (142 allocations: 13.227 KiB) Iteration: 1973 || Clusters count: 14 || Log posterior: -3500.754273378439 || Iter Time:0.014800071716308594 || Total time:54.83151721954346 Iteration: 1974 || Clusters count: 14 || Log posterior: -3464.0985477795484 || Iter Time:0.03625011444091797 || Total time:54.867767333984375 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 1975 || Clusters count: 14 || Log posterior: -3446.1441719186464 || Iter Time:0.014187097549438477 || Total time:54.88195443153381 Iteration: 1976 || Clusters count: 14 || Log posterior: -3414.538448744438 || Iter Time:0.038069963455200195 || Total time:54.920024394989014 Loading and distributing data: 0.000192 seconds (142 allocations: 13.227 KiB) Iteration: 1977 || Clusters count: 14 || Log posterior: -3492.2671858314234 || Iter Time:0.01582193374633789 || Total time:54.93584632873535 Iteration: 1978 || Clusters count: 14 || Log posterior: -3470.9782335525238 || Iter Time:0.04108715057373047 || Total time:54.97693347930908 Loading and distributing data: 0.000188 seconds (142 allocations: 13.227 KiB) Iteration: 1979 || Clusters count: 14 || Log posterior: -3468.121967444756 || Iter Time:0.01533198356628418 || Total time:54.992265462875366 Iteration: 1980 || Clusters count: 14 || Log posterior: -3437.088738915146 || Iter Time:0.03728199005126953 || Total time:55.029547452926636 Loading and distributing data: 0.000189 seconds (142 allocations: 13.227 KiB) Iteration: 1981 || Clusters count: 14 || Log posterior: -3456.582711925684 || Iter Time:0.0161898136138916 || Total time:55.04573726654053 Iteration: 1982 || Clusters count: 14 || Log posterior: -3423.7987369379766 || Iter Time:0.03796505928039551 || Total time:55.08370232582092 Loading and distributing data: 0.000200 seconds (142 allocations: 13.227 KiB) Iteration: 1983 || Clusters count: 14 || Log posterior: -3454.282111312297 || Iter Time:0.016173839569091797 || Total time:55.099876165390015 Iteration: 1984 || Clusters count: 14 || Log posterior: -3429.3519041225018 || Iter Time:0.05932211875915527 || Total time:55.15919828414917 Loading and distributing data: 0.000193 seconds (142 allocations: 13.227 KiB) Iteration: 1985 || Clusters count: 14 || Log posterior: -3450.417817245776 || Iter Time:0.014068126678466797 || Total time:55.17326641082764 Iteration: 1986 || Clusters count: 14 || Log posterior: -3412.5489615013003 || Iter Time:0.03463006019592285 || Total time:55.20789647102356 Loading and distributing data: 0.000204 seconds (142 allocations: 13.227 KiB) Iteration: 1987 || Clusters count: 14 || Log posterior: -3427.9431142553867 || Iter Time:0.01511693000793457 || Total time:55.223013401031494 Iteration: 1988 || Clusters count: 14 || Log posterior: -3387.3687755915767 || Iter Time:0.036099910736083984 || Total time:55.25911331176758 Loading and distributing data: 0.000187 seconds (142 allocations: 13.227 KiB) Iteration: 1989 || Clusters count: 14 || Log posterior: -3482.0100605588273 || Iter Time:0.014215946197509766 || Total time:55.27332925796509 Iteration: 1990 || Clusters count: 14 || Log posterior: -3422.3650333671753 || Iter Time:0.037178993225097656 || Total time:55.310508251190186 Loading and distributing data: 0.000200 seconds (142 allocations: 13.227 KiB) Iteration: 1991 || Clusters count: 14 || Log posterior: -3460.749955254218 || Iter Time:0.015125036239624023 || Total time:55.32563328742981 Iteration: 1992 || Clusters count: 14 || Log posterior: -3431.366921625554 || Iter Time:0.04110598564147949 || Total time:55.36673927307129 Loading and distributing data: 0.000205 seconds (142 allocations: 13.227 KiB) Iteration: 1993 || Clusters count: 14 || Log posterior: -3443.3015222175245 || Iter Time:0.014663934707641602 || Total time:55.38140320777893 Iteration: 1994 || Clusters count: 14 || Log posterior: -3405.6343142235182 || Iter Time:0.03519487380981445 || Total time:55.416598081588745 Loading and distributing data: 0.000174 seconds (142 allocations: 13.227 KiB) Iteration: 1995 || Clusters count: 14 || Log posterior: -3409.4437622360006 || Iter Time:0.012825965881347656 || Total time:55.42942404747009 Iteration: 1996 || Clusters count: 14 || Log posterior: -3367.2608910770728 || Iter Time:0.03672003746032715 || Total time:55.46614408493042 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 1997 || Clusters count: 14 || Log posterior: -3426.7912384709 || Iter Time:0.013916015625 || Total time:55.48006010055542 Iteration: 1998 || Clusters count: 14 || Log posterior: -3400.646710801824 || Iter Time:0.03586411476135254 || Total time:55.51592421531677 Loading and distributing data: 0.000183 seconds (142 allocations: 13.227 KiB) Iteration: 1999 || Clusters count: 14 || Log posterior: -3459.905727303023 || Iter Time:0.014792919158935547 || Total time:55.53071713447571 Iteration: 2000 || Clusters count: 14 || Log posterior: -3429.71756023166 || Iter Time:0.03735804557800293 || Total time:55.56807518005371 Loading and distributing data: 0.000233 seconds (142 allocations: 13.227 KiB) Iteration: 2001 || Clusters count: 15 || Log posterior: -3499.098730218294 || Iter Time:0.014178991317749023 || Total time:55.58225417137146 Iteration: 2002 || Clusters count: 15 || Log posterior: -3447.745268044007 || Iter Time:0.03617978096008301 || Total time:55.61843395233154 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 2003 || Clusters count: 15 || Log posterior: -3505.393733218305 || Iter Time:0.013576984405517578 || Total time:55.63201093673706 Iteration: 2004 || Clusters count: 15 || Log posterior: -3472.49573423832 || Iter Time:0.03736996650695801 || Total time:55.66938090324402 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 2005 || Clusters count: 15 || Log posterior: -3517.2527049690175 || Iter Time:0.013670921325683594 || Total time:55.6830518245697 Iteration: 2006 || Clusters count: 15 || Log posterior: -3474.5228296987048 || Iter Time:0.037657976150512695 || Total time:55.720709800720215 Loading and distributing data: 0.000188 seconds (142 allocations: 13.227 KiB) Iteration: 2007 || Clusters count: 15 || Log posterior: -3552.705537082523 || Iter Time:0.014107942581176758 || Total time:55.73481774330139 Iteration: 2008 || Clusters count: 15 || Log posterior: -3491.6236501390745 || Iter Time:0.03708791732788086 || Total time:55.77190566062927 Loading and distributing data: 0.000189 seconds (142 allocations: 13.227 KiB) Iteration: 2009 || Clusters count: 15 || Log posterior: -3534.0215697080316 || Iter Time:0.013961076736450195 || Total time:55.78586673736572 Iteration: 2010 || Clusters count: 15 || Log posterior: -3487.3574611163185 || Iter Time:0.039141178131103516 || Total time:55.825007915496826 Loading and distributing data: 0.000243 seconds (142 allocations: 13.227 KiB) Iteration: 2011 || Clusters count: 14 || Log posterior: -3467.4731543138646 || Iter Time:0.039449214935302734 || Total time:55.86445713043213 Iteration: 2012 || Clusters count: 14 || Log posterior: -3439.070931435553 || Iter Time:0.03399491310119629 || Total time:55.898452043533325 Loading and distributing data: 0.000184 seconds (142 allocations: 13.227 KiB) Iteration: 2013 || Clusters count: 14 || Log posterior: -3496.388197051756 || Iter Time:0.01353597640991211 || Total time:55.91198801994324 Iteration: 2014 || Clusters count: 14 || Log posterior: -3445.2102310709442 || Iter Time:0.0340578556060791 || Total time:55.946045875549316 Loading and distributing data: 0.000205 seconds (142 allocations: 13.227 KiB) Iteration: 2015 || Clusters count: 14 || Log posterior: -3477.207927893053 || Iter Time:0.01358795166015625 || Total time:55.95963382720947 Iteration: 2016 || Clusters count: 14 || Log posterior: -3458.4123597074763 || Iter Time:0.03338909149169922 || Total time:55.99302291870117 Loading and distributing data: 0.000189 seconds (142 allocations: 13.227 KiB) Iteration: 2017 || Clusters count: 14 || Log posterior: -3431.2331856359656 || Iter Time:0.012748956680297852 || Total time:56.00577187538147 Iteration: 2018 || Clusters count: 14 || Log posterior: -3407.586030086348 || Iter Time:0.032260894775390625 || Total time:56.03803277015686 Loading and distributing data: 0.000188 seconds (142 allocations: 13.227 KiB) Iteration: 2019 || Clusters count: 14 || Log posterior: -3433.393642201632 || Iter Time:0.013287782669067383 || Total time:56.05132055282593 Iteration: 2020 || Clusters count: 14 || Log posterior: -3378.4364923597495 || Iter Time:0.033514976501464844 || Total time:56.08483552932739 Loading and distributing data: 0.000180 seconds (142 allocations: 13.227 KiB) Iteration: 2021 || Clusters count: 14 || Log posterior: -3416.8933235475974 || Iter Time:0.01430201530456543 || Total time:56.09913754463196 Iteration: 2022 || Clusters count: 14 || Log posterior: -3357.205610127894 || Iter Time:0.0340120792388916 || Total time:56.13314962387085 Loading and distributing data: 0.000171 seconds (142 allocations: 13.227 KiB) Iteration: 2023 || Clusters count: 14 || Log posterior: -3450.7536932112102 || Iter Time:0.014716863632202148 || Total time:56.14786648750305 Iteration: 2024 || Clusters count: 14 || Log posterior: -3411.890991530858 || Iter Time:0.03516197204589844 || Total time:56.18302845954895 Loading and distributing data: 0.000209 seconds (142 allocations: 13.227 KiB) Iteration: 2025 || Clusters count: 14 || Log posterior: -3424.6310343616374 || Iter Time:0.01417994499206543 || Total time:56.197208404541016 Iteration: 2026 || Clusters count: 14 || Log posterior: -3388.578645683715 || Iter Time:0.03582596778869629 || Total time:56.23303437232971 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 2027 || Clusters count: 14 || Log posterior: -3414.2445512693475 || Iter Time:0.014484882354736328 || Total time:56.24751925468445 Iteration: 2028 || Clusters count: 14 || Log posterior: -3389.3412534742542 || Iter Time:0.03408503532409668 || Total time:56.281604290008545 Avg NMI: 0.8936604875702234 Full NMI: 0.8665716658155198 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m49.5s Testing DPMMSubClustersStreaming tests passed Testing completed after 222.45s PkgEval succeeded after 311.06s