Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.427 (855bef3b06*) started at 2025-04-23T21:28:04.181 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.88s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.1 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.5.8 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.119 [ffbed154] + DocStringExtensions v0.9.4 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.2 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.21 [bac558e1] + OrderedCollections v1.8.0 [90014a1f] + PDMats v0.11.34 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.4.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.12.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.12.1+1 [e37daf67] + LibGit2_jll v1.9.0+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2024.12.31 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.0.16+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.12.0+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.52s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 124.86s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_duRQNf/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.119 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_duRQNf/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.1 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.5.8 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.119 [ffbed154] DocStringExtensions v0.9.4 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.2 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.21 [bac558e1] OrderedCollections v1.8.0 [90014a1f] PDMats v0.11.34 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.4.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.12.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.12.1+1 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2024.12.31 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.0.16+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.12.0+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.605945 seconds (1.19 M allocations: 69.785 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233110.69423629093 || Iter Time:18.584041118621826 || Total time:18.584041118621826 Iteration: 1 || Clusters count: 1 || Log posterior: -233110.69423629093 || Iter Time:0.005818843841552734 || Total time:18.58985996246338 Iteration: 2 || Clusters count: 1 || Log posterior: -233110.69423629093 || Iter Time:0.0055370330810546875 || Total time:18.595396995544434 Iteration: 3 || Clusters count: 1 || Log posterior: -233110.69423629093 || Iter Time:0.005739927291870117 || Total time:18.601136922836304 Iteration: 4 || Clusters count: 1 || Log posterior: -233110.69423629093 || Iter Time:0.04421806335449219 || Total time:18.645354986190796 Iteration: 5 || Clusters count: 1 || Log posterior: -233110.69423629093 || Iter Time:0.005240917205810547 || Total time:18.650595903396606 Iteration: 6 || Clusters count: 1 || Log posterior: -233110.69423629093 || Iter Time:0.005120992660522461 || Total time:18.65571689605713 Iteration: 7 || Clusters count: 1 || Log posterior: -233110.69423629093 || Iter Time:0.005319833755493164 || Total time:18.661036729812622 Iteration: 8 || Clusters count: 1 || Log posterior: -233110.69423629093 || Iter Time:0.005470991134643555 || Total time:18.666507720947266 Iteration: 9 || Clusters count: 1 || Log posterior: -233110.69423629093 || Iter Time:0.005327939987182617 || Total time:18.67183566093445 Iteration: 10 || Clusters count: 1 || Log posterior: -233110.69423629093 || Iter Time:0.005482912063598633 || Total time:18.677318572998047 Iteration: 11 || Clusters count: 1 || Log posterior: -233110.69423629093 || Iter Time:0.005549907684326172 || Total time:18.682868480682373 Iteration: 12 || Clusters count: 1 || Log posterior: -233110.69423629093 || Iter Time:0.0054340362548828125 || Total time:18.688302516937256 Iteration: 13 || Clusters count: 2 || Log posterior: -232710.83493877115 || Iter Time:3.8958899974823 || Total time:22.584192514419556 Iteration: 14 || Clusters count: 2 || Log posterior: -232704.35860389017 || Iter Time:0.020144939422607422 || Total time:22.604337453842163 Iteration: 15 || Clusters count: 2 || Log posterior: -232689.98463876176 || Iter Time:0.005366086959838867 || Total time:22.609703540802002 Iteration: 16 || Clusters count: 2 || Log posterior: -232678.56252187927 || Iter Time:0.005198001861572266 || Total time:22.614901542663574 Iteration: 17 || Clusters count: 2 || Log posterior: -232712.48415843313 || Iter Time:0.005471229553222656 || Total time:22.620372772216797 Iteration: 18 || Clusters count: 2 || Log posterior: -232699.93776376176 || Iter Time:0.005311012268066406 || Total time:22.625683784484863 Iteration: 19 || Clusters count: 2 || Log posterior: -232703.71664980048 || Iter Time:0.005441904067993164 || Total time:22.631125688552856 Iteration: 20 || Clusters count: 2 || Log posterior: -232618.30201412734 || Iter Time:3.509795904159546 || Total time:26.140921592712402 Loading and distributing data: 0.001072 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233025.185545264 || Iter Time:0.034184932708740234 || Total time:26.175106525421143 Iteration: 22 || Clusters count: 2 || Log posterior: -233001.4297201597 || Iter Time:0.005738019943237305 || Total time:26.18084454536438 Iteration: 23 || Clusters count: 2 || Log posterior: -232962.50829821976 || Iter Time:0.005511045455932617 || Total time:26.186355590820312 Iteration: 24 || Clusters count: 2 || Log posterior: -232905.78954821976 || Iter Time:0.005362987518310547 || Total time:26.191718578338623 Iteration: 25 || Clusters count: 2 || Log posterior: -232883.98486071976 || Iter Time:0.0057430267333984375 || Total time:26.19746160507202 Iteration: 26 || Clusters count: 2 || Log posterior: -232861.77285488488 || Iter Time:0.005663156509399414 || Total time:26.20312476158142 Iteration: 27 || Clusters count: 2 || Log posterior: -232832.10978638244 || Iter Time:0.005750894546508789 || Total time:26.20887565612793 Iteration: 28 || Clusters count: 3 || Log posterior: -232366.48760670505 || Iter Time:0.006991147994995117 || Total time:26.215866804122925 Iteration: 29 || Clusters count: 3 || Log posterior: -232276.0986583943 || Iter Time:0.005843162536621094 || Total time:26.221709966659546 Iteration: 30 || Clusters count: 3 || Log posterior: -232263.41720549847 || Iter Time:0.006256103515625 || Total time:26.22796607017517 Iteration: 31 || Clusters count: 3 || Log posterior: -232243.45773247344 || Iter Time:0.00598907470703125 || Total time:26.233955144882202 Iteration: 32 || Clusters count: 4 || Log posterior: -231914.08812954483 || Iter Time:0.007882833480834961 || Total time:26.241837978363037 Iteration: 33 || Clusters count: 4 || Log posterior: -231788.17372487864 || Iter Time:0.04909205436706543 || Total time:26.290930032730103 Iteration: 34 || Clusters count: 4 || Log posterior: -231801.45167625925 || Iter Time:0.006201982498168945 || Total time:26.29713201522827 Iteration: 35 || Clusters count: 4 || Log posterior: -231782.0086694086 || Iter Time:0.0061872005462646484 || Total time:26.303319215774536 Iteration: 36 || Clusters count: 4 || Log posterior: -231772.53645113108 || Iter Time:0.006153106689453125 || Total time:26.30947232246399 Iteration: 37 || Clusters count: 4 || Log posterior: -231744.24378001873 || Iter Time:0.006260871887207031 || Total time:26.315733194351196 Iteration: 38 || Clusters count: 4 || Log posterior: -231757.9185707152 || Iter Time:0.006262063980102539 || Total time:26.3219952583313 Iteration: 39 || Clusters count: 4 || Log posterior: -231741.74793460185 || Iter Time:0.00631403923034668 || Total time:26.328309297561646 Iteration: 40 || Clusters count: 4 || Log posterior: -231710.18522159042 || Iter Time:0.0065670013427734375 || Total time:26.33487629890442 Iteration: 41 || Clusters count: 4 || Log posterior: -231661.58322189352 || Iter Time:0.00613713264465332 || Total time:26.341013431549072 Loading and distributing data: 0.000939 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261929.67464843704 || Iter Time:0.007977962493896484 || Total time:26.34899139404297 Iteration: 43 || Clusters count: 5 || Log posterior: -261419.72879803367 || Iter Time:0.007411956787109375 || Total time:26.356403350830078 Iteration: 44 || Clusters count: 5 || Log posterior: -261322.3606869997 || Iter Time:0.0066759586334228516 || Total time:26.3630793094635 Iteration: 45 || Clusters count: 5 || Log posterior: -261281.1484484684 || Iter Time:0.0067021846771240234 || Total time:26.369781494140625 Iteration: 46 || Clusters count: 5 || Log posterior: -261278.6099705939 || Iter Time:0.00661015510559082 || Total time:26.376391649246216 Iteration: 47 || Clusters count: 6 || Log posterior: -260817.98865339448 || Iter Time:0.008022069931030273 || Total time:26.384413719177246 Iteration: 48 || Clusters count: 6 || Log posterior: -260785.55735761236 || Iter Time:0.007153987884521484 || Total time:26.391567707061768 Iteration: 49 || Clusters count: 6 || Log posterior: -260782.664828162 || Iter Time:0.007046937942504883 || Total time:26.398614645004272 Iteration: 50 || Clusters count: 6 || Log posterior: -260756.45952298903 || Iter Time:0.0070497989654541016 || Total time:26.405664443969727 Iteration: 51 || Clusters count: 6 || Log posterior: -260729.53440363338 || Iter Time:0.00705409049987793 || Total time:26.412718534469604 Iteration: 52 || Clusters count: 6 || Log posterior: -260767.03025245445 || Iter Time:0.00694584846496582 || Total time:26.41966438293457 Iteration: 53 || Clusters count: 6 || Log posterior: -260790.41761536105 || Iter Time:0.007093191146850586 || Total time:26.42675757408142 Iteration: 54 || Clusters count: 6 || Log posterior: -260766.14581909036 || Iter Time:0.006922006607055664 || Total time:26.433679580688477 Iteration: 55 || Clusters count: 6 || Log posterior: -260750.54330114176 || Iter Time:0.006907939910888672 || Total time:26.440587520599365 Iteration: 56 || Clusters count: 6 || Log posterior: -260742.91054927802 || Iter Time:0.006937980651855469 || Total time:26.44752550125122 Iteration: 57 || Clusters count: 7 || Log posterior: -260475.17679902268 || Iter Time:0.008345842361450195 || Total time:26.45587134361267 Iteration: 58 || Clusters count: 7 || Log posterior: -260424.3569432872 || Iter Time:0.008140087127685547 || Total time:26.464011430740356 Iteration: 59 || Clusters count: 7 || Log posterior: -260461.23043041732 || Iter Time:1.0754899978637695 || Total time:27.539501428604126 Iteration: 60 || Clusters count: 7 || Log posterior: -260465.49850134947 || Iter Time:0.07625603675842285 || Total time:27.61575746536255 Iteration: 61 || Clusters count: 7 || Log posterior: -260444.43238133975 || Iter Time:0.007750988006591797 || Total time:27.62350845336914 Iteration: 62 || Clusters count: 7 || Log posterior: -260371.57622792217 || Iter Time:0.0074939727783203125 || Total time:27.63100242614746 Loading and distributing data: 0.000826 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 8 || Log posterior: -260128.09480468024 || Iter Time:0.009037017822265625 || Total time:27.640039443969727 Iteration: 64 || Clusters count: 8 || Log posterior: -259897.1633135848 || Iter Time:0.008152961730957031 || Total time:27.648192405700684 Iteration: 65 || Clusters count: 8 || Log posterior: -259850.70147433234 || Iter Time:0.008044958114624023 || Total time:27.656237363815308 Iteration: 66 || Clusters count: 8 || Log posterior: -259827.8240417873 || Iter Time:0.008012771606445312 || Total time:27.664250135421753 Iteration: 67 || Clusters count: 8 || Log posterior: -259819.71849998098 || Iter Time:0.008116960525512695 || Total time:27.672367095947266 Iteration: 68 || Clusters count: 8 || Log posterior: -259790.99473370204 || Iter Time:0.007987022399902344 || Total time:27.680354118347168 Iteration: 69 || Clusters count: 8 || Log posterior: -259813.56960756856 || Iter Time:0.008018970489501953 || Total time:27.68837308883667 Iteration: 70 || Clusters count: 8 || Log posterior: -259788.30381162514 || Iter Time:0.008117914199829102 || Total time:27.6964910030365 Iteration: 71 || Clusters count: 8 || Log posterior: -259785.64239071132 || Iter Time:0.008088827133178711 || Total time:27.704579830169678 Iteration: 72 || Clusters count: 10 || Log posterior: -259137.0792211425 || Iter Time:0.00990605354309082 || Total time:27.71448588371277 Iteration: 73 || Clusters count: 10 || Log posterior: -259010.90427842375 || Iter Time:0.009001970291137695 || Total time:27.723487854003906 Iteration: 74 || Clusters count: 10 || Log posterior: -258959.3312910414 || Iter Time:0.008899927139282227 || Total time:27.73238778114319 Iteration: 75 || Clusters count: 10 || Log posterior: -258975.43428989846 || Iter Time:0.009364128112792969 || Total time:27.74175190925598 Iteration: 76 || Clusters count: 10 || Log posterior: -258990.6305246544 || Iter Time:0.00954294204711914 || Total time:27.7512948513031 Iteration: 77 || Clusters count: 10 || Log posterior: -258987.906076201 || Iter Time:0.009401082992553711 || Total time:27.760695934295654 Iteration: 78 || Clusters count: 10 || Log posterior: -258984.44330879563 || Iter Time:0.0280759334564209 || Total time:27.788771867752075 Iteration: 79 || Clusters count: 10 || Log posterior: -258995.86216254614 || Iter Time:0.009444952011108398 || Total time:27.798216819763184 Iteration: 80 || Clusters count: 11 || Log posterior: -258720.68921959487 || Iter Time:0.01090693473815918 || Total time:27.809123754501343 Iteration: 81 || Clusters count: 11 || Log posterior: -258696.16779119507 || Iter Time:0.026269912719726562 || Total time:27.83539366722107 Iteration: 82 || Clusters count: 11 || Log posterior: -258694.13521218486 || Iter Time:0.010206222534179688 || Total time:27.84559988975525 Iteration: 83 || Clusters count: 11 || Log posterior: -258646.6730268784 || Iter Time:0.0092010498046875 || Total time:27.854800939559937 Loading and distributing data: 0.000743 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 13 || Log posterior: -257971.84948060644 || Iter Time:0.011021852493286133 || Total time:27.865822792053223 Iteration: 85 || Clusters count: 13 || Log posterior: -257836.78169342305 || Iter Time:0.010303020477294922 || Total time:27.876125812530518 Iteration: 86 || Clusters count: 13 || Log posterior: -257828.26895202426 || Iter Time:0.010129928588867188 || Total time:27.886255741119385 Iteration: 87 || Clusters count: 14 || Log posterior: -257409.10562144083 || Iter Time:0.011243820190429688 || Total time:27.897499561309814 Iteration: 88 || Clusters count: 14 || Log posterior: -257354.1148635746 || Iter Time:0.01046895980834961 || Total time:27.907968521118164 Iteration: 89 || Clusters count: 14 || Log posterior: -257362.60313905848 || Iter 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Time:0.01578497886657715 || Total time:28.108110427856445 Iteration: 104 || Clusters count: 16 || Log posterior: -256413.3576351395 || Iter Time:0.013746976852416992 || Total time:28.121857404708862 Loading and distributing data: 0.000799 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 16 || Log posterior: -256187.5967685982 || Iter Time:0.014837026596069336 || Total time:28.13669443130493 Iteration: 106 || Clusters count: 16 || Log posterior: -256134.38436078778 || Iter Time:0.020615816116333008 || Total time:28.157310247421265 Iteration: 107 || Clusters count: 16 || Log posterior: -256129.6564839687 || Iter Time:0.017615079879760742 || Total time:28.174925327301025 Iteration: 108 || Clusters count: 16 || Log posterior: -256125.74225932895 || Iter Time:0.017854928970336914 || Total time:28.192780256271362 Iteration: 109 || Clusters count: 16 || Log posterior: -256130.44359905005 || Iter Time:0.019175052642822266 || Total time:28.211955308914185 Iteration: 110 || Clusters count: 17 || Log posterior: -255930.07392301198 || Iter Time:0.022308826446533203 || Total time:28.234264135360718 Iteration: 111 || Clusters count: 17 || Log posterior: -255917.49967207704 || Iter Time:0.01738595962524414 || Total time:28.251650094985962 Iteration: 112 || Clusters count: 17 || Log posterior: -255916.83150671955 || Iter Time:0.016663074493408203 || Total time:28.26831316947937 Iteration: 113 || Clusters count: 17 || Log posterior: -255913.57421684422 || Iter Time:0.019925832748413086 || Total time:28.288239002227783 Iteration: 114 || Clusters count: 18 || Log posterior: -255549.68378785913 || Iter Time:0.018234968185424805 || Total time:28.306473970413208 Iteration: 115 || Clusters count: 18 || Log posterior: -255521.3145953647 || Iter Time:0.01744699478149414 || Total time:28.323920965194702 Iteration: 116 || Clusters count: 18 || Log posterior: -255506.953166814 || Iter Time:0.021503925323486328 || Total time:28.34542489051819 Iteration: 117 || Clusters count: 18 || Log posterior: -255508.84858583866 || Iter Time:0.01751112937927246 || Total time:28.36293601989746 Iteration: 118 || Clusters count: 18 || Log posterior: -255489.98144917 || Iter Time:0.017551183700561523 || Total time:28.380487203598022 Iteration: 119 || Clusters count: 18 || Log posterior: -255490.80498047467 || Iter Time:0.02099013328552246 || Total time:28.401477336883545 Iteration: 120 || Clusters count: 18 || Log posterior: -255482.81922480225 || Iter Time:0.017714977264404297 || Total time:28.41919231414795 Iteration: 121 || Clusters count: 18 || Log posterior: -255473.13835955726 || Iter Time:0.0170748233795166 || Total time:28.436267137527466 Iteration: 122 || Clusters count: 18 || Log posterior: -255465.44766046084 || Iter Time:0.02101898193359375 || Total time:28.45728611946106 Iteration: 123 || Clusters count: 18 || Log posterior: -255465.18629377778 || Iter Time:0.01739192008972168 || Total time:28.47467803955078 Iteration: 124 || Clusters count: 18 || Log posterior: -255459.9443209155 || Iter Time:0.017053842544555664 || Total time:28.491731882095337 Iteration: 125 || Clusters count: 18 || Log posterior: -255449.89996148986 || Iter Time:0.021496057510375977 || Total time:28.513227939605713 Loading and distributing data: 0.001018 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 19 || Log posterior: -255128.07901496094 || Iter Time:0.01920008659362793 || Total time:28.53242802619934 Iteration: 127 || Clusters count: 19 || Log posterior: -255074.73559923403 || Iter Time:0.018336057662963867 || Total time:28.550764083862305 Iteration: 128 || Clusters count: 19 || Log posterior: -255075.32815012723 || Iter Time:0.021995067596435547 || Total time:28.57275915145874 Iteration: 129 || Clusters count: 19 || Log posterior: -255072.69189282716 || Iter Time:0.01923203468322754 || Total time:28.591991186141968 Iteration: 130 || Clusters count: 19 || Log posterior: -255074.33563862965 || Iter Time:0.019145965576171875 || Total 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Iteration: 138 || Clusters count: 20 || Log posterior: -254652.02329505325 || Iter Time:0.0224759578704834 || Total time:28.788729190826416 Iteration: 139 || Clusters count: 20 || Log posterior: -254657.18838183832 || Iter Time:0.024078845977783203 || Total time:28.8128080368042 Iteration: 140 || Clusters count: 20 || Log posterior: -254657.39700679277 || Iter Time:0.020909786224365234 || Total time:28.833717823028564 Iteration: 141 || Clusters count: 20 || Log posterior: -254654.96116021552 || Iter Time:0.021316051483154297 || Total time:28.85503387451172 Iteration: 142 || Clusters count: 20 || Log posterior: -254664.2022706929 || Iter Time:0.026003122329711914 || Total time:28.88103699684143 Iteration: 143 || Clusters count: 20 || Log posterior: -254670.4094966503 || Iter Time:0.023090124130249023 || Total time:28.90412712097168 Iteration: 144 || Clusters count: 20 || Log posterior: -254668.7634137432 || Iter Time:0.026417970657348633 || Total time:28.93054509162903 Iteration: 145 || Clusters count: 20 || Log posterior: -254658.99703632624 || Iter Time:0.02267003059387207 || Total time:28.9532151222229 Iteration: 146 || Clusters count: 20 || Log posterior: -254653.31895335592 || Iter Time:0.02023911476135254 || Total time:28.973454236984253 Loading and distributing data: 0.001191 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -254423.57562567823 || Iter Time:0.028174877166748047 || Total time:29.001629114151 Iteration: 148 || Clusters count: 20 || Log posterior: -254402.28079489135 || Iter Time:0.02395796775817871 || Total time:29.02558708190918 Iteration: 149 || Clusters count: 20 || Log posterior: -254395.80245277955 || Iter Time:0.027256011962890625 || Total time:29.05284309387207 Iteration: 150 || Clusters count: 20 || Log posterior: -254393.72681072712 || Iter Time:0.023851871490478516 || Total time:29.07669496536255 Iteration: 151 || Clusters count: 20 || Log posterior: -254397.15329143216 || Iter 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20 || Log posterior: -254740.00352478365 || Iter Time:0.02335214614868164 || Total time:29.768025398254395 Iteration: 180 || Clusters count: 20 || Log posterior: -254722.0418089945 || Iter Time:0.019364118576049805 || Total time:29.787389516830444 Iteration: 181 || Clusters count: 20 || Log posterior: -254728.42127622568 || Iter Time:0.019053936004638672 || Total time:29.806443452835083 Iteration: 182 || Clusters count: 20 || Log posterior: -254724.70850781735 || Iter Time:0.022614002227783203 || Total time:29.829057455062866 Iteration: 183 || Clusters count: 20 || Log posterior: -254728.00054929714 || Iter Time:0.023918867111206055 || Total time:29.852976322174072 Iteration: 184 || Clusters count: 20 || Log posterior: -254729.71612333445 || Iter Time:0.027035951614379883 || Total time:29.880012273788452 Iteration: 185 || Clusters count: 20 || Log posterior: -254719.9749804055 || Iter Time:0.023732900619506836 || Total time:29.90374517440796 Iteration: 186 || Clusters count: 20 || Log posterior: -254724.37994411017 || Iter Time:0.023157119750976562 || Total time:29.926902294158936 Iteration: 187 || Clusters count: 20 || Log posterior: -254736.06643697157 || Iter Time:0.027041912078857422 || Total time:29.953944206237793 Iteration: 188 || Clusters count: 20 || Log posterior: -254719.9749804055 || Iter Time:0.02180790901184082 || Total time:29.975752115249634 Loading and distributing data: 0.001137 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254805.47209330322 || Iter Time:0.02535080909729004 || Total time:30.001102924346924 Iteration: 190 || Clusters count: 20 || Log posterior: -254787.5256871167 || Iter Time:0.019151926040649414 || Total time:30.020254850387573 Iteration: 191 || Clusters count: 20 || Log posterior: -254775.31985495824 || Iter Time:0.019134998321533203 || Total time:30.039389848709106 Iteration: 192 || Clusters count: 20 || Log posterior: -254778.63388669785 || Iter Time:0.023286819458007812 || Total time:30.062676668167114 Iteration: 193 || Clusters count: 20 || Log posterior: -254777.7754278833 || Iter Time:0.019134044647216797 || Total time:30.08181071281433 Iteration: 194 || Clusters count: 20 || Log posterior: -254782.47392817307 || Iter Time:0.02247309684753418 || Total time:30.104283809661865 Iteration: 195 || Clusters count: 20 || Log posterior: -254781.42593355506 || Iter Time:0.01942300796508789 || Total time:30.123706817626953 Iteration: 196 || Clusters count: 20 || Log posterior: -254778.2659337371 || Iter Time:0.01946282386779785 || Total time:30.14316964149475 Iteration: 197 || Clusters count: 20 || Log posterior: -254777.88179926333 || Iter Time:0.02288198471069336 || Total time:30.166051626205444 Iteration: 198 || Clusters count: 20 || Log posterior: -254786.57944765073 || Iter Time:0.01906895637512207 || Total time:30.185120582580566 Iteration: 199 || Clusters count: 20 || Log posterior: -254779.31237379552 || Iter Time:0.019208908081054688 || Total time:30.20432949066162 Iteration: 200 || Clusters count: 20 || Log posterior: -254775.36405492367 || Iter Time:0.022464990615844727 || Total time:30.226794481277466 Iteration: 201 || Clusters count: 20 || Log posterior: -254777.0910102958 || Iter Time:0.019240856170654297 || Total time:30.24603533744812 Iteration: 202 || Clusters count: 20 || Log posterior: -254786.90274940545 || Iter Time:0.019114017486572266 || Total time:30.265149354934692 Iteration: 203 || Clusters count: 20 || Log posterior: -254785.8745749159 || Iter Time:0.022732019424438477 || Total time:30.28788137435913 Iteration: 204 || Clusters count: 20 || Log posterior: -254779.72467186308 || Iter Time:0.022022008895874023 || Total time:30.309903383255005 Iteration: 205 || Clusters count: 20 || Log posterior: -254778.14029930258 || Iter Time:0.025635957717895508 || Total time:30.3355393409729 Iteration: 206 || Clusters count: 20 || Log posterior: -254786.3259236917 || Iter Time:0.022764921188354492 || Total time:30.358304262161255 Iteration: 207 || Clusters count: 20 || Log posterior: -254782.3617140171 || Iter Time:0.022131919860839844 || Total time:30.380436182022095 Iteration: 208 || Clusters count: 20 || Log posterior: -254771.42549469566 || Iter Time:0.027043819427490234 || Total time:30.407480001449585 Iteration: 209 || Clusters count: 20 || Log posterior: -254771.42549469566 || Iter Time:0.021744966506958008 || Total time:30.429224967956543 NMI: 0.7903807707946251 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m28.6s [163040, 61134, 56508, 51579, 87573, 53815, 1953, 118563, 50828, 18492, 40530, 36487, 10142, 68692, 3721, 28571, 64155, 43617, 20920, 19680] Loading and distributing data: 0.000287 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6909.815906467504 || Iter Time:5.48646879196167 || Total time:5.48646879196167 Iteration: 1 || Clusters count: 1 || Log posterior: -6909.815906467504 || Iter Time:0.002276182174682617 || Total time:5.4887449741363525 Iteration: 2 || Clusters count: 1 || Log posterior: -6909.815906467504 || Iter Time:0.0018270015716552734 || Total time:5.490571975708008 Iteration: 3 || Clusters count: 1 || Log posterior: -6909.815906467504 || Iter Time:0.0018200874328613281 || Total time:5.492392063140869 Iteration: 4 || Clusters count: 1 || Log posterior: -6909.815906467504 || Iter Time:0.0017390251159667969 || Total time:5.494131088256836 Iteration: 5 || Clusters count: 1 || Log posterior: -6909.815906467504 || Iter Time:0.0017349720001220703 || Total time:5.495866060256958 Iteration: 6 || Clusters count: 1 || Log posterior: -6909.815906467504 || Iter Time:0.0016779899597167969 || Total time:5.497544050216675 Iteration: 7 || Clusters count: 1 || Log posterior: -6909.815906467504 || Iter Time:0.001605987548828125 || Total time:5.499150037765503 Iteration: 8 || Clusters count: 2 || Log posterior: -6575.712968093178 || Iter Time:0.1833500862121582 || Total time:5.682500123977661 Iteration: 9 || Clusters count: 2 || Log posterior: -6571.1064254432395 || Iter Time:0.002032041549682617 || Total time:5.684532165527344 Iteration: 10 || Clusters count: 2 || Log posterior: -6571.767136576709 || Iter Time:0.0018019676208496094 || Total time:5.686334133148193 Iteration: 11 || Clusters count: 2 || Log posterior: -6565.549793925797 || Iter Time:0.0020949840545654297 || Total time:5.688429117202759 Iteration: 12 || Clusters count: 2 || Log posterior: -6568.707267718201 || Iter Time:0.0021631717681884766 || Total time:5.690592288970947 Iteration: 13 || Clusters count: 2 || Log posterior: -6576.1779190292655 || Iter Time:0.0020258426666259766 || Total time:5.692618131637573 Iteration: 14 || Clusters count: 2 || Log posterior: -6577.7270220016935 || Iter Time:0.002371072769165039 || Total time:5.694989204406738 Iteration: 15 || Clusters count: 2 || Log posterior: -6570.04974400788 || Iter Time:0.0020780563354492188 || Total time:5.6970672607421875 Iteration: 16 || Clusters count: 2 || Log posterior: -6547.143892586302 || Iter Time:0.002187967300415039 || Total time:5.6992552280426025 Iteration: 17 || Clusters count: 2 || Log posterior: -6520.777027415271 || Iter Time:0.0022230148315429688 || Total time:5.7014782428741455 Iteration: 18 || Clusters count: 3 || Log posterior: -6275.212989195541 || Iter Time:0.0046389102935791016 || Total time:5.706117153167725 Iteration: 19 || Clusters count: 3 || Log posterior: -6270.80030250737 || Iter Time:0.0025641918182373047 || Total time:5.708681344985962 Iteration: 20 || Clusters count: 3 || Log posterior: -6265.595450167069 || Iter Time:0.0024199485778808594 || Total time:5.711101293563843 Iteration: 21 || Clusters count: 3 || Log posterior: -6268.739479774899 || Iter Time:0.0025870800018310547 || Total time:5.713688373565674 Iteration: 22 || Clusters count: 3 || Log posterior: -6269.581124056505 || Iter Time:0.002538919448852539 || Total time:5.716227293014526 Iteration: 23 || Clusters count: 3 || Log posterior: -6275.699903218775 || Iter Time:0.0031948089599609375 || Total time:5.719422101974487 Iteration: 24 || Clusters count: 3 || Log posterior: -6268.379354956603 || Iter Time:0.0032761096954345703 || Total time:5.722698211669922 Iteration: 25 || Clusters count: 4 || Log posterior: -6144.205059386672 || Iter Time:0.004949092864990234 || Total time:5.727647304534912 Iteration: 26 || Clusters count: 4 || Log posterior: -6142.210719635735 || Iter Time:0.002974987030029297 || Total time:5.730622291564941 Iteration: 27 || Clusters count: 4 || Log posterior: -6136.483607758308 || Iter Time:0.0029768943786621094 || Total time:5.7335991859436035 Iteration: 28 || Clusters count: 4 || Log posterior: -6131.0075060330855 || Iter Time:0.11120891571044922 || Total time:5.844808101654053 Iteration: 29 || Clusters count: 4 || Log posterior: -6138.832179133684 || Iter Time:0.0037360191345214844 || Total time:5.848544120788574 Iteration: 30 || Clusters count: 4 || Log posterior: -6118.377939332685 || Iter Time:1.6083390712738037 || Total time:7.456883192062378 false [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, 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, 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, 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] Loading and distributing data: 0.000296 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 4 || Log posterior: -5967.645543695813 || Iter Time:0.0350949764251709 || Total time:7.491978168487549 Iteration: 32 || Clusters count: 4 || Log posterior: -5944.247511932703 || Iter Time:0.00522303581237793 || Total time:7.497201204299927 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 4 || Log posterior: -5247.297999507311 || Iter Time:0.003740072250366211 || Total time:7.500941276550293 Iteration: 34 || Clusters count: 4 || Log posterior: -5213.735775521438 || Iter Time:0.1045529842376709 || Total time:7.605494260787964 Loading and distributing data: 0.000113 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 4 || Log posterior: -5026.369090700769 || Iter Time:0.0031638145446777344 || Total time:7.608658075332642 Iteration: 36 || Clusters count: 4 || Log posterior: -5007.934597117893 || Iter Time:0.004500150680541992 || Total time:7.613158226013184 Loading and distributing data: 0.000107 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 4 || Log posterior: -4982.486690632557 || Iter Time:0.003072023391723633 || Total time:7.616230249404907 Iteration: 38 || Clusters count: 4 || Log posterior: -4961.376029841621 || Iter Time:0.004542827606201172 || Total time:7.620773077011108 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 5 || Log posterior: -4943.995874469515 || Iter Time:0.0041158199310302734 || Total time:7.624888896942139 Iteration: 40 || Clusters count: 5 || Log posterior: -4911.75496564311 || Iter Time:0.005171060562133789 || Total time:7.6300599575042725 Loading and distributing data: 0.000119 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 5 || Log posterior: -4961.974727350037 || Iter Time:0.003036975860595703 || Total time:7.633096933364868 Iteration: 42 || Clusters count: 5 || Log posterior: -4932.734028865033 || Iter Time:0.0052149295806884766 || Total time:7.638311862945557 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 5 || Log posterior: -4969.410054563952 || Iter Time:0.0034329891204833984 || Total time:7.64174485206604 Iteration: 44 || Clusters count: 5 || Log posterior: -4919.605156870198 || Iter Time:0.0057680606842041016 || Total time:7.647512912750244 Loading and distributing data: 0.000133 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 7 || Log posterior: -4618.058176700854 || Iter Time:0.00604701042175293 || Total time:7.653559923171997 Iteration: 46 || Clusters count: 7 || Log posterior: -4512.749978633838 || Iter Time:0.007367849349975586 || Total time:7.660927772521973 Loading and distributing data: 0.000151 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 7 || Log posterior: -4568.010410490371 || Iter Time:0.004457950592041016 || Total time:7.665385723114014 Iteration: 48 || Clusters count: 7 || Log posterior: -4471.016090286341 || Iter Time:0.0068149566650390625 || Total time:7.672200679779053 Loading and distributing data: 0.000114 seconds (128 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posterior: -3972.28735012154 || Iter Time:0.00879812240600586 || Total time:7.746514797210693 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 61 || Clusters count: 8 || Log posterior: -3974.9855526370807 || Iter Time:0.005810976028442383 || Total time:7.752325773239136 Iteration: 62 || Clusters count: 8 || Log posterior: -3970.8437791593965 || Iter Time:0.00865483283996582 || Total time:7.760980606079102 Loading and distributing data: 0.000139 seconds (128 allocations: 13.180 KiB) Iteration: 63 || Clusters count: 8 || Log posterior: -3939.5539429861847 || Iter Time:0.006093025207519531 || Total time:7.767073631286621 Iteration: 64 || Clusters count: 8 || Log posterior: -3937.415282464076 || Iter Time:0.008795976638793945 || Total time:7.775869607925415 Loading and distributing data: 0.000121 seconds (128 allocations: 13.180 KiB) Iteration: 65 || Clusters count: 9 || Log posterior: -3920.054055862977 || Iter Time:0.007339000701904297 || Total 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-3935.2770695388585 || Iter Time:0.010776042938232422 || Total time:7.993436336517334 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 89 || Clusters count: 9 || Log posterior: -3913.1586879474203 || Iter Time:0.0068318843841552734 || Total time:8.00026822090149 Iteration: 90 || Clusters count: 9 || Log posterior: -3910.59620851478 || Iter Time:0.009974002838134766 || Total time:8.010242223739624 Loading and distributing data: 0.000117 seconds (128 allocations: 13.180 KiB) Iteration: 91 || Clusters count: 9 || Log posterior: -3912.2838430546612 || Iter Time:0.007372140884399414 || Total time:8.017614364624023 Iteration: 92 || Clusters count: 9 || Log posterior: -3902.5422850702867 || Iter Time:0.010365009307861328 || Total time:8.027979373931885 Loading and distributing data: 0.000113 seconds (128 allocations: 13.180 KiB) Iteration: 93 || Clusters count: 9 || Log posterior: -3935.3064375441318 || Iter Time:0.007030010223388672 || Total 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posterior: -3908.8889040923486 || Iter Time:0.007646083831787109 || Total time:8.428979873657227 Iteration: 128 || Clusters count: 9 || Log posterior: -3903.0997904864043 || Iter Time:0.011111021041870117 || Total time:8.440090894699097 Loading and distributing data: 0.000123 seconds (128 allocations: 13.180 KiB) Iteration: 129 || Clusters count: 9 || Log posterior: -3850.5073692488154 || Iter Time:0.007905960083007812 || Total time:8.447996854782104 Iteration: 130 || Clusters count: 9 || Log posterior: -3844.090554071448 || Iter Time:0.010908126831054688 || Total time:8.45890498161316 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 131 || Clusters count: 9 || Log posterior: -3905.708336444656 || Iter Time:0.008955955505371094 || Total time:8.46786093711853 Iteration: 132 || Clusters count: 9 || Log posterior: -3899.912251151377 || Iter Time:0.010092020034790039 || Total time:8.47795295715332 Loading and distributing data: 0.000127 seconds (128 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posterior: -3906.1643947749512 || Iter Time:0.010725021362304688 || Total time:8.832603931427002 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 173 || Clusters count: 9 || Log posterior: -3929.9213661456815 || Iter Time:0.007448911666870117 || Total time:8.840052843093872 Iteration: 174 || Clusters count: 9 || Log posterior: -3926.2669933162624 || Iter Time:0.010246992111206055 || Total time:8.850299835205078 Loading and distributing data: 0.000132 seconds (128 allocations: 13.180 KiB) Iteration: 175 || Clusters count: 9 || Log posterior: -3906.5426695533943 || Iter Time:0.007184028625488281 || Total time:8.857483863830566 Iteration: 176 || Clusters count: 9 || Log posterior: -3893.7830141974073 || Iter Time:0.010216951370239258 || Total time:8.867700815200806 Loading and distributing data: 0.000126 seconds (128 allocations: 13.180 KiB) Iteration: 177 || Clusters count: 9 || Log posterior: -3923.4234341304787 || Iter Time:0.0306549072265625 || 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Log posterior: -3876.2781528823684 || Iter Time:0.007256031036376953 || Total time:8.950011968612671 Iteration: 184 || Clusters count: 9 || Log posterior: -3872.7812617116692 || Iter Time:0.010268926620483398 || Total time:8.960280895233154 Loading and distributing data: 0.000117 seconds (128 allocations: 13.180 KiB) Iteration: 185 || Clusters count: 9 || Log posterior: -3862.387111255199 || Iter Time:0.007215976715087891 || Total time:8.967496871948242 Iteration: 186 || Clusters count: 9 || Log posterior: -3857.471101327766 || Iter Time:0.010259151458740234 || Total time:8.977756023406982 Loading and distributing data: 0.000126 seconds (128 allocations: 13.180 KiB) Iteration: 187 || Clusters count: 9 || Log posterior: -3941.661551959594 || Iter Time:0.008358001708984375 || Total time:8.986114025115967 Iteration: 188 || Clusters count: 9 || Log posterior: -3935.767691531943 || Iter Time:0.012588024139404297 || Total time:8.998702049255371 Loading and distributing data: 0.000149 seconds 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posterior: -3909.3565292654403 || Iter Time:0.010943889617919922 || Total time:9.103479862213135 Loading and distributing data: 0.000142 seconds (128 allocations: 13.180 KiB) Iteration: 201 || Clusters count: 9 || Log posterior: -3947.595976081313 || Iter Time:0.007266044616699219 || Total time:9.110745906829834 Iteration: 202 || Clusters count: 9 || Log posterior: -3945.2763562632135 || Iter Time:0.010628938674926758 || Total time:9.12137484550476 Loading and distributing data: 0.000124 seconds (128 allocations: 13.180 KiB) Iteration: 203 || Clusters count: 9 || Log posterior: -3898.84621566332 || Iter Time:0.007454872131347656 || Total time:9.128829717636108 Iteration: 204 || Clusters count: 9 || Log posterior: -3891.5869212507882 || Iter Time:0.010409116744995117 || Total time:9.139238834381104 Loading and distributing data: 0.000123 seconds (128 allocations: 13.180 KiB) Iteration: 205 || Clusters count: 9 || Log posterior: -3925.339280799084 || Iter Time:0.00805211067199707 || 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|| Log posterior: -3927.5499241020425 || Iter Time:0.0077168941497802734 || Total time:9.474088430404663 Iteration: 240 || Clusters count: 9 || Log posterior: -3916.8742270725143 || Iter Time:0.010977983474731445 || Total time:9.485066413879395 Loading and distributing data: 0.000113 seconds (128 allocations: 13.180 KiB) Iteration: 241 || Clusters count: 9 || Log posterior: -3938.6527907025697 || Iter Time:0.007200956344604492 || Total time:9.492267370223999 Iteration: 242 || Clusters count: 9 || Log posterior: -3927.932870021891 || Iter Time:0.01049494743347168 || Total time:9.50276231765747 Loading and distributing data: 0.000128 seconds (128 allocations: 13.180 KiB) Iteration: 243 || Clusters count: 9 || Log posterior: -3935.678595441242 || Iter Time:0.007272005081176758 || Total time:9.510034322738647 Iteration: 244 || Clusters count: 9 || Log posterior: -3930.1598893840887 || Iter Time:0.010601043701171875 || Total time:9.52063536643982 Loading and distributing data: 0.000132 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Iteration: 317 || Clusters count: 13 || Log posterior: -3630.6696672189846 || Iter Time:0.008341073989868164 || Total time:10.242400169372559 Iteration: 318 || Clusters count: 13 || Log posterior: -3580.826243841188 || Iter Time:0.012907028198242188 || Total time:10.2553071975708 Loading and distributing data: 0.000116 seconds (128 allocations: 13.180 KiB) Iteration: 319 || Clusters count: 13 || Log posterior: -3544.7356607175134 || Iter Time:0.008012056350708008 || Total time:10.263319253921509 Iteration: 320 || Clusters count: 13 || Log posterior: -3498.4987152220165 || Iter Time:0.012488126754760742 || Total time:10.27580738067627 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 321 || Clusters count: 13 || Log posterior: -3477.4242136473968 || Iter Time:0.0074329376220703125 || Total time:10.28324031829834 Iteration: 322 || Clusters count: 13 || Log posterior: -3462.9438501878776 || Iter Time:0.012206077575683594 || Total 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Iteration: 339 || Clusters count: 13 || Log posterior: -3444.4752000324443 || Iter Time:0.012038946151733398 || Total time:10.54405689239502 Iteration: 340 || Clusters count: 13 || Log posterior: -3430.271386818559 || Iter Time:0.015355825424194336 || Total time:10.559412717819214 Loading and distributing data: 0.000134 seconds (128 allocations: 13.180 KiB) Iteration: 341 || Clusters count: 13 || Log posterior: -3441.584633197641 || Iter Time:0.011126995086669922 || Total time:10.570539712905884 Iteration: 342 || Clusters count: 13 || Log posterior: -3424.535221997351 || Iter Time:0.016175031661987305 || Total time:10.586714744567871 Loading and distributing data: 0.000123 seconds (128 allocations: 13.180 KiB) Iteration: 343 || Clusters count: 13 || Log posterior: -3435.514752306385 || Iter Time:0.011841058731079102 || Total time:10.59855580329895 Iteration: 344 || Clusters count: 13 || Log posterior: -3425.0449374824175 || Iter Time:0.016084909439086914 || Total 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Iteration: 405 || Clusters count: 15 || Log posterior: -3481.8122062533125 || Iter Time:0.013226985931396484 || Total time:11.49519419670105 Iteration: 406 || Clusters count: 15 || Log posterior: -3448.679959366262 || Iter Time:0.01802802085876465 || Total time:11.513222217559814 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 407 || Clusters count: 14 || Log posterior: -3407.04870685986 || Iter Time:0.013651132583618164 || Total time:11.526873350143433 Iteration: 408 || Clusters count: 14 || Log posterior: -3391.2254597528035 || Iter Time:0.01702594757080078 || Total time:11.543899297714233 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 409 || Clusters count: 14 || Log posterior: -3402.748650487871 || Iter Time:0.012902021408081055 || Total time:11.556801319122314 Iteration: 410 || Clusters count: 14 || Log posterior: -3388.7947682854074 || Iter Time:0.01810908317565918 || Total time:11.574910402297974 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Iteration: 477 || Clusters count: 14 || Log posterior: -3486.26056372178 || Iter Time:0.013108968734741211 || Total time:12.690274000167847 Iteration: 478 || Clusters count: 14 || Log posterior: -3470.002166449922 || Iter Time:0.017503023147583008 || Total time:12.70777702331543 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 479 || Clusters count: 14 || Log posterior: -3513.53133317948 || Iter Time:0.013421058654785156 || Total time:12.721198081970215 Iteration: 480 || Clusters count: 14 || Log posterior: -3490.1872042258233 || Iter Time:0.01797199249267578 || Total time:12.73917007446289 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 481 || Clusters count: 15 || Log posterior: -3469.1010086563406 || Iter Time:0.014163017272949219 || Total time:12.75333309173584 Iteration: 482 || Clusters count: 14 || Log posterior: -3430.505485780582 || Iter Time:0.017817020416259766 || Total time:12.7711501121521 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Iteration: 549 || Clusters count: 14 || Log posterior: -3485.018967983474 || Iter Time:0.01312398910522461 || Total time:13.841487407684326 Iteration: 550 || Clusters count: 14 || Log posterior: -3463.1412975971016 || Iter Time:0.0175168514251709 || Total time:13.859004259109497 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 551 || Clusters count: 14 || Log posterior: -3481.03114733328 || Iter Time:0.012558937072753906 || Total time:13.871563196182251 Iteration: 552 || Clusters count: 14 || Log posterior: -3465.8169535308525 || Iter Time:0.018450021743774414 || Total time:13.890013217926025 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 553 || Clusters count: 14 || Log posterior: -3517.8861142958126 || Iter Time:0.012997865676879883 || Total time:13.903011083602905 Iteration: 554 || Clusters count: 14 || Log posterior: -3486.9372539153205 || Iter Time:0.01723790168762207 || Total time:13.920248985290527 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-3405.6360992758387 || Iter Time:0.017539024353027344 || Total time:14.373961925506592 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 583 || Clusters count: 14 || Log posterior: -3511.1604349213317 || Iter Time:0.013070821762084961 || Total time:14.387032747268677 Iteration: 584 || Clusters count: 14 || Log posterior: -3470.553802354001 || Iter Time:0.016796112060546875 || Total time:14.403828859329224 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 585 || Clusters count: 14 || Log posterior: -3531.275753828206 || Iter Time:0.012481927871704102 || Total time:14.416310787200928 Iteration: 586 || Clusters count: 14 || Log posterior: -3508.9051786818427 || Iter Time:0.01735401153564453 || Total time:14.433664798736572 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 587 || Clusters count: 14 || Log posterior: -3462.5137517836074 || Iter Time:0.012349128723144531 || 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Iteration: 643 || Clusters count: 14 || Log posterior: -3490.2567058755785 || Iter Time:0.013018131256103516 || Total time:15.34060287475586 Iteration: 644 || Clusters count: 14 || Log posterior: -3466.3155102962587 || Iter Time:0.01767897605895996 || Total time:15.35828185081482 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 645 || Clusters count: 14 || Log posterior: -3512.9711670232764 || Iter Time:0.012853145599365234 || Total time:15.371134996414185 Iteration: 646 || Clusters count: 14 || Log posterior: -3487.357455238986 || Iter Time:0.035040855407714844 || Total time:15.4061758518219 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 647 || Clusters count: 15 || Log posterior: -3513.485267729979 || Iter Time:0.014883041381835938 || Total time:15.421058893203735 Iteration: 648 || Clusters count: 14 || Log posterior: -3506.4691524298596 || Iter Time:0.01776409149169922 || Total time:15.438822984695435 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Iteration: 715 || Clusters count: 14 || Log posterior: -3491.262202173249 || Iter Time:0.012717008590698242 || Total time:16.531200408935547 Iteration: 716 || Clusters count: 14 || Log posterior: -3475.431902327399 || Iter Time:0.01788496971130371 || Total time:16.54908537864685 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 717 || Clusters count: 14 || Log posterior: -3499.7646336943144 || Iter Time:0.012696027755737305 || Total time:16.561781406402588 Iteration: 718 || Clusters count: 14 || Log posterior: -3481.3884319741032 || Iter Time:0.017781972885131836 || Total time:16.57956337928772 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 719 || Clusters count: 14 || Log posterior: -3482.3568903784317 || Iter Time:0.012337923049926758 || Total time:16.591901302337646 Iteration: 720 || Clusters count: 14 || Log posterior: -3471.7724362384088 || Iter Time:0.017256975173950195 || Total 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Iteration: 737 || Clusters count: 15 || Log posterior: -3525.8308542201635 || Iter Time:0.01260519027709961 || Total time:16.883595943450928 Iteration: 738 || Clusters count: 15 || Log posterior: -3502.99841304138 || Iter Time:0.017648935317993164 || Total time:16.90124487876892 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 739 || Clusters count: 15 || Log posterior: -3512.073977781445 || Iter Time:0.012269973754882812 || Total time:16.913514852523804 Iteration: 740 || Clusters count: 15 || Log posterior: -3496.275578246244 || Iter Time:0.017881155014038086 || Total time:16.931396007537842 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 741 || Clusters count: 15 || Log posterior: -3499.514723310913 || Iter Time:0.012337207794189453 || Total time:16.94373321533203 Iteration: 742 || Clusters count: 15 || Log posterior: -3483.6503535405664 || Iter Time:0.017715930938720703 || Total time:16.961449146270752 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15 || Log posterior: -3454.0912852612573 || Iter Time:0.01862502098083496 || Total time:17.880996227264404 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 799 || Clusters count: 15 || Log posterior: -3496.2718329231184 || Iter Time:0.013993978500366211 || Total time:17.89499020576477 Iteration: 800 || Clusters count: 15 || Log posterior: -3476.87150556021 || Iter Time:0.018043041229248047 || Total time:17.91303324699402 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 801 || Clusters count: 15 || Log posterior: -3472.8780745600316 || Iter Time:0.012866973876953125 || Total time:17.92590022087097 Iteration: 802 || Clusters count: 15 || Log posterior: -3462.726633228194 || Iter Time:0.0192718505859375 || Total time:17.94517207145691 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 803 || Clusters count: 15 || Log posterior: -3482.094725954309 || Iter 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Iteration: 809 || Clusters count: 14 || Log posterior: -3467.8861921210782 || Iter Time:0.01445913314819336 || Total time:18.07552981376648 Iteration: 810 || Clusters count: 14 || Log posterior: -3453.817616421261 || Iter Time:0.018090009689331055 || Total time:18.09361982345581 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 811 || Clusters count: 14 || Log posterior: -3515.703661359349 || Iter Time:0.01300191879272461 || Total time:18.106621742248535 Iteration: 812 || Clusters count: 14 || Log posterior: -3493.6677049105874 || Iter Time:0.01799488067626953 || Total time:18.124616622924805 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 813 || Clusters count: 14 || Log posterior: -3498.876229155052 || Iter Time:0.013983964920043945 || Total time:18.13860058784485 Iteration: 814 || Clusters count: 14 || Log posterior: -3468.4160190245416 || Iter Time:0.018810033798217773 || Total time:18.157410621643066 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 815 || Clusters count: 14 || Log posterior: -3439.205760217647 || Iter Time:0.015609979629516602 || Total time:18.173020601272583 Iteration: 816 || Clusters count: 14 || Log posterior: -3421.0634661590802 || Iter Time:0.018944978713989258 || Total time:18.191965579986572 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 817 || Clusters count: 14 || Log posterior: -3448.4317187211172 || Iter Time:0.014156103134155273 || Total time:18.206121683120728 Iteration: 818 || Clusters count: 14 || Log posterior: -3429.0493318276267 || Iter Time:0.017926931381225586 || Total time:18.224048614501953 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 819 || Clusters count: 14 || Log posterior: -3450.949180941589 || Iter Time:0.013648033142089844 || Total time:18.237696647644043 Iteration: 820 || Clusters count: 14 || Log posterior: 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-3559.4261901586956 || Iter Time:0.012879133224487305 || Total time:18.78759741783142 Iteration: 854 || Clusters count: 15 || Log posterior: -3526.2692102140322 || Iter Time:0.017699003219604492 || Total time:18.805296421051025 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 855 || Clusters count: 15 || Log posterior: -3533.928776503043 || Iter Time:0.013177871704101562 || Total time:18.818474292755127 Iteration: 856 || Clusters count: 15 || Log posterior: -3512.772740033749 || Iter Time:0.017995834350585938 || Total time:18.836470127105713 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 857 || Clusters count: 14 || Log posterior: -3496.732055454232 || Iter Time:0.030710935592651367 || Total time:18.867181062698364 Iteration: 858 || Clusters count: 14 || Log posterior: -3480.6442934482307 || Iter Time:0.017019987106323242 || Total time:18.884201049804688 Loading and distributing data: 0.000120 seconds 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Iteration: 1377 || Clusters count: 15 || Log posterior: -3476.18671544896 || Iter Time:0.013712167739868164 || Total time:27.583033561706543 Iteration: 1378 || Clusters count: 15 || Log posterior: -3456.0163826570565 || Iter Time:0.01886916160583496 || Total time:27.601902723312378 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1379 || Clusters count: 15 || Log posterior: -3434.024089415835 || Iter Time:0.014642953872680664 || Total time:27.61654567718506 Iteration: 1380 || Clusters count: 15 || Log posterior: -3420.353603345784 || Iter Time:0.019433021545410156 || Total time:27.63597869873047 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1381 || Clusters count: 15 || Log posterior: -3459.6940964346895 || Iter Time:0.015877962112426758 || Total time:27.651856660842896 Iteration: 1382 || Clusters count: 15 || Log posterior: -3426.356295158977 || Iter Time:0.019409894943237305 || Total 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Iteration: 1399 || Clusters count: 15 || Log posterior: -3502.221146167466 || Iter Time:0.015537023544311523 || Total time:27.97976541519165 Iteration: 1400 || Clusters count: 15 || Log posterior: -3477.186881620245 || Iter Time:0.019639968872070312 || Total time:27.99940538406372 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1401 || Clusters count: 15 || Log posterior: -3488.436168603843 || Iter Time:0.016477108001708984 || Total time:28.01588249206543 Iteration: 1402 || Clusters count: 15 || Log posterior: -3459.182168538344 || Iter Time:0.021174907684326172 || Total time:28.037057399749756 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1403 || Clusters count: 15 || Log posterior: -3486.008464617323 || Iter Time:0.016483068466186523 || Total time:28.053540468215942 Iteration: 1404 || Clusters count: 15 || Log posterior: -3457.776166314157 || Iter Time:0.01966714859008789 || Total 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-3495.7732677479494 || Iter Time:0.019752025604248047 || Total time:29.361876010894775 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1477 || Clusters count: 15 || Log posterior: -3516.157069227908 || Iter Time:0.015691041946411133 || Total time:29.377567052841187 Iteration: 1478 || Clusters count: 15 || Log posterior: -3495.700088614402 || Iter Time:0.020090103149414062 || Total time:29.3976571559906 Loading and distributing data: 0.000158 seconds (129 allocations: 13.195 KiB) Iteration: 1479 || Clusters count: 16 || Log posterior: -3515.1296322385056 || Iter Time:0.015168905258178711 || Total time:29.41282606124878 Iteration: 1480 || Clusters count: 16 || Log posterior: -3483.6650276195364 || Iter Time:0.019239187240600586 || Total time:29.43206524848938 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1481 || Clusters count: 16 || Log posterior: -3543.3328724335083 || Iter Time:0.01507115364074707 || 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15 || Log posterior: -3454.478927244229 || Iter Time:0.015485048294067383 || Total time:29.966535568237305 Iteration: 1510 || Clusters count: 15 || Log posterior: -3420.2478389126477 || Iter Time:0.01856207847595215 || Total time:29.985097646713257 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1511 || Clusters count: 15 || Log posterior: -3458.843188446858 || Iter Time:0.012664079666137695 || Total time:29.997761726379395 Iteration: 1512 || Clusters count: 15 || Log posterior: -3434.451735864207 || Iter Time:0.016531944274902344 || Total time:30.014293670654297 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1513 || Clusters count: 15 || Log posterior: -3484.9254390176957 || Iter Time:0.011846065521240234 || Total time:30.026139736175537 Iteration: 1514 || Clusters count: 15 || Log posterior: -3458.830217173865 || Iter Time:0.016910076141357422 || Total time:30.043049812316895 Loading and distributing 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distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1603 || Clusters count: 16 || Log posterior: -3446.372771020333 || Iter Time:0.014620065689086914 || Total time:31.626997470855713 Iteration: 1604 || Clusters count: 15 || Log posterior: -3420.213893278684 || Iter Time:0.019574880599975586 || Total time:31.64657235145569 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1605 || Clusters count: 15 || Log posterior: -3487.664964631633 || Iter Time:0.014654159545898438 || Total time:31.661226511001587 Iteration: 1606 || Clusters count: 15 || Log posterior: -3465.763533214548 || Iter Time:0.019557952880859375 || Total time:31.680784463882446 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1607 || Clusters count: 15 || Log posterior: -3514.7048269976463 || Iter Time:0.014434099197387695 || Total time:31.695218563079834 Iteration: 1608 || Clusters count: 15 || Log posterior: -3469.3955504635564 || Iter Time:0.02067708969116211 || Total time:31.715895652770996 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1609 || Clusters count: 15 || Log posterior: -3442.5211077049194 || Iter Time:0.03280210494995117 || Total time:31.748697757720947 Iteration: 1610 || Clusters count: 15 || Log posterior: -3424.0806078913793 || Iter Time:0.018118858337402344 || Total time:31.76681661605835 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1611 || Clusters count: 15 || Log posterior: -3453.097108387183 || Iter Time:0.013159990310668945 || Total time:31.77997660636902 Iteration: 1612 || Clusters count: 15 || Log posterior: -3434.5647324781926 || Iter Time:0.01904296875 || Total time:31.79901957511902 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1613 || Clusters count: 15 || Log posterior: -3453.7959804344505 || Iter Time:0.016350984573364258 || Total 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15 || Log posterior: -3492.472327247832 || Iter Time:0.013396024703979492 || Total time:31.91378355026245 Iteration: 1620 || Clusters count: 15 || Log posterior: -3461.5805982688166 || Iter Time:0.01779484748840332 || Total time:31.931578397750854 Loading and distributing data: 0.000132 seconds (134 allocations: 13.352 KiB) Iteration: 1621 || Clusters count: 15 || Log posterior: -3499.0276751080114 || Iter Time:0.013879060745239258 || Total time:31.945457458496094 Iteration: 1622 || Clusters count: 15 || Log posterior: -3472.755328643266 || Iter Time:0.018432140350341797 || Total time:31.963889598846436 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1623 || Clusters count: 15 || Log posterior: -3480.8604551280946 || Iter Time:0.013251066207885742 || Total time:31.97714066505432 Iteration: 1624 || Clusters count: 15 || Log posterior: -3465.6088043616137 || Iter Time:0.018067121505737305 || Total time:31.99520778656006 Loading and distributing 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15 || Log posterior: -3465.852519043102 || Iter Time:0.013187170028686523 || Total time:32.289369344711304 Iteration: 1642 || Clusters count: 15 || Log posterior: -3446.9118718733735 || Iter Time:0.017416000366210938 || Total time:32.306785345077515 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1643 || Clusters count: 15 || Log posterior: -3439.513428863526 || Iter Time:0.013003826141357422 || Total time:32.31978917121887 Iteration: 1644 || Clusters count: 15 || Log posterior: -3407.226535195451 || Iter Time:0.01736593246459961 || Total time:32.33715510368347 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1645 || Clusters count: 15 || Log posterior: -3424.112068504644 || Iter Time:0.012603044509887695 || Total time:32.34975814819336 Iteration: 1646 || Clusters count: 15 || Log posterior: -3406.8797303470383 || Iter Time:0.018045902252197266 || Total time:32.36780405044556 Loading and distributing data: 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Iteration: 1658 || Clusters count: 15 || Log posterior: -3442.305154501696 || Iter Time:0.01805710792541504 || Total time:32.55641436576843 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1659 || Clusters count: 15 || Log posterior: -3452.958590502789 || Iter Time:0.013154983520507812 || Total time:32.56956934928894 Iteration: 1660 || Clusters count: 15 || Log posterior: -3436.1502651174687 || Iter Time:0.017865896224975586 || Total time:32.587435245513916 Loading and distributing data: 0.000214 seconds (129 allocations: 13.195 KiB) Iteration: 1661 || Clusters count: 15 || Log posterior: -3480.4813594467546 || Iter Time:0.03412795066833496 || Total time:32.62156319618225 Iteration: 1662 || Clusters count: 15 || Log posterior: -3444.6569206507065 || Iter Time:0.019105911254882812 || Total time:32.640669107437134 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1663 || Clusters count: 15 || Log posterior: -3508.3173770271183 || Iter Time:0.014801979064941406 || Total time:32.655471086502075 Iteration: 1664 || Clusters count: 15 || Log posterior: -3463.5656028840363 || Iter Time:0.02014303207397461 || Total time:32.67561411857605 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1665 || Clusters count: 15 || Log posterior: -3462.5469352037308 || Iter Time:0.013638973236083984 || Total time:32.689253091812134 Iteration: 1666 || Clusters count: 15 || Log posterior: -3446.4061698440123 || Iter Time:0.019196033477783203 || Total time:32.70844912528992 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1667 || Clusters count: 15 || Log posterior: -3445.4728961956757 || Iter Time:0.014394044876098633 || Total time:32.722843170166016 Iteration: 1668 || Clusters count: 15 || Log posterior: -3426.3314972614426 || Iter Time:0.019053936004638672 || Total time:32.741897106170654 Loading and distributing data: 0.000136 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Iteration: 1680 || Clusters count: 15 || Log posterior: -3455.516701212057 || Iter Time:0.017843961715698242 || Total time:32.94050478935242 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1681 || Clusters count: 15 || Log posterior: -3446.8974412264092 || Iter Time:0.012773990631103516 || Total time:32.95327877998352 Iteration: 1682 || Clusters count: 15 || Log posterior: -3434.0331238615167 || Iter Time:0.017857074737548828 || Total time:32.97113585472107 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1683 || Clusters count: 15 || Log posterior: -3430.35270318878 || Iter Time:0.01222991943359375 || Total time:32.98336577415466 Iteration: 1684 || Clusters count: 15 || Log posterior: -3407.6064839080145 || Iter Time:0.017388105392456055 || Total time:33.00075387954712 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1685 || Clusters count: 15 || Log posterior: -3418.1481049276294 || Iter Time:0.014024019241333008 || Total time:33.01477789878845 Iteration: 1686 || Clusters count: 15 || Log posterior: -3400.2159550702177 || Iter Time:0.018609046936035156 || Total time:33.03338694572449 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1687 || Clusters count: 15 || Log posterior: -3458.235681840277 || Iter Time:0.031478166580200195 || Total time:33.06486511230469 Iteration: 1688 || Clusters count: 15 || Log posterior: -3432.4206415370836 || Iter Time:0.018532991409301758 || Total time:33.08339810371399 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1689 || Clusters count: 15 || Log posterior: -3498.9314724930377 || Iter Time:0.01394510269165039 || Total time:33.09734320640564 Iteration: 1690 || Clusters count: 15 || Log posterior: -3469.2271404895646 || Iter Time:0.019321203231811523 || Total time:33.11666440963745 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1691 || Clusters count: 15 || Log posterior: -3490.887223589121 || Iter Time:0.013695955276489258 || Total time:33.13036036491394 Iteration: 1692 || Clusters count: 15 || Log posterior: -3448.6743912410084 || Iter Time:0.017976999282836914 || Total time:33.14833736419678 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1693 || Clusters count: 15 || Log posterior: -3478.9607137485996 || Iter Time:0.01312708854675293 || Total time:33.16146445274353 Iteration: 1694 || Clusters count: 15 || Log posterior: -3450.8067131511325 || Iter Time:0.017899036407470703 || Total time:33.179363489151 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1695 || Clusters count: 15 || Log posterior: -3532.1557365225035 || Iter Time:0.01385807991027832 || Total time:33.19322156906128 Iteration: 1696 || Clusters count: 15 || Log posterior: -3501.957691070495 || Iter Time:0.01807093620300293 || Total time:33.21129250526428 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1697 || Clusters count: 15 || Log posterior: -3527.3861084598034 || Iter Time:0.013037919998168945 || Total time:33.22433042526245 Iteration: 1698 || Clusters count: 15 || Log posterior: -3514.5202919549324 || Iter Time:0.01908111572265625 || Total time:33.24341154098511 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1699 || Clusters count: 15 || Log posterior: -3501.7852389587665 || Iter Time:0.014492988586425781 || Total time:33.25790452957153 Iteration: 1700 || Clusters count: 15 || Log posterior: -3474.6389016989156 || Iter Time:0.01822209358215332 || Total time:33.27612662315369 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1701 || Clusters count: 15 || Log posterior: -3450.3760879628135 || Iter Time:0.01339411735534668 || Total time:33.28952074050903 Iteration: 1702 || Clusters 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Time:0.014259099960327148 || Total time:33.38634371757507 Iteration: 1708 || Clusters count: 16 || Log posterior: -3433.37527885342 || Iter Time:0.0186159610748291 || Total time:33.4049596786499 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1709 || Clusters count: 16 || Log posterior: -3439.3527756968824 || Iter Time:0.014629125595092773 || Total time:33.419588804244995 Iteration: 1710 || Clusters count: 15 || Log posterior: -3423.4667707268463 || Iter Time:0.019236087799072266 || Total time:33.43882489204407 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1711 || Clusters count: 15 || Log posterior: -3456.5185541358737 || Iter Time:0.013318061828613281 || Total time:33.45214295387268 Iteration: 1712 || Clusters count: 15 || Log posterior: -3445.0310032123925 || Iter Time:0.018393993377685547 || Total time:33.470536947250366 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1713 || Clusters count: 15 || Log posterior: -3497.0554314262286 || Iter Time:0.032720088958740234 || Total time:33.503257036209106 Iteration: 1714 || Clusters count: 15 || Log posterior: -3484.513088270496 || Iter Time:0.019768953323364258 || Total time:33.52302598953247 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1715 || Clusters count: 15 || Log posterior: -3494.4335366297114 || Iter Time:0.014763116836547852 || Total time:33.53778910636902 Iteration: 1716 || Clusters count: 15 || Log posterior: -3481.9258857642226 || Iter Time:0.01997089385986328 || Total time:33.55776000022888 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1717 || Clusters count: 16 || Log posterior: -3468.030933710323 || Iter Time:0.015126943588256836 || Total time:33.57288694381714 Iteration: 1718 || Clusters count: 15 || Log posterior: -3453.8635637178163 || Iter Time:0.019421100616455078 || Total 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Iteration: 1735 || Clusters count: 15 || Log posterior: -3518.3279312320374 || Iter Time:0.013641834259033203 || Total time:33.86648893356323 Iteration: 1736 || Clusters count: 15 || Log posterior: -3481.517860848028 || Iter Time:0.018670082092285156 || Total time:33.88515901565552 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1737 || Clusters count: 15 || Log posterior: -3455.552020575687 || Iter Time:0.015179872512817383 || Total time:33.900338888168335 Iteration: 1738 || Clusters count: 15 || Log posterior: -3445.1834909739287 || Iter Time:0.03915596008300781 || Total time:33.93949484825134 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1739 || Clusters count: 16 || Log posterior: -3451.355409410764 || Iter Time:0.015902996063232422 || Total time:33.955397844314575 Iteration: 1740 || Clusters count: 16 || Log posterior: -3408.1780166404806 || Iter Time:0.02041006088256836 || Total 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Iteration: 1757 || Clusters count: 15 || Log posterior: -3469.035828709539 || Iter Time:0.013606071472167969 || Total time:34.25993037223816 Iteration: 1758 || Clusters count: 15 || Log posterior: -3446.9684893904764 || Iter Time:0.018867015838623047 || Total time:34.27879738807678 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1759 || Clusters count: 15 || Log posterior: -3471.3339464003393 || Iter Time:0.014221906661987305 || Total time:34.29301929473877 Iteration: 1760 || Clusters count: 15 || Log posterior: -3454.305923977835 || Iter Time:0.01867198944091797 || Total time:34.31169128417969 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1761 || Clusters count: 15 || Log posterior: -3511.7930255615706 || Iter Time:0.014346122741699219 || Total time:34.32603740692139 Iteration: 1762 || Clusters count: 15 || Log posterior: -3491.605278378839 || Iter Time:0.019352197647094727 || Total 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|| Log posterior: -3419.7433925278783 || Iter Time:0.018286943435668945 || Total time:34.462244272232056 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1769 || Clusters count: 15 || Log posterior: -3457.4874379759112 || Iter Time:0.013713836669921875 || Total time:34.47595810890198 Iteration: 1770 || Clusters count: 15 || Log posterior: -3440.27855241749 || Iter Time:0.01879596710205078 || Total time:34.49475407600403 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1771 || Clusters count: 15 || Log posterior: -3490.5311280571154 || Iter Time:0.015287160873413086 || Total time:34.51004123687744 Iteration: 1772 || Clusters count: 15 || Log posterior: -3460.873517304131 || Iter Time:0.01969599723815918 || Total time:34.5297372341156 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1773 || Clusters count: 16 || Log posterior: -3456.368836693542 || Iter 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Iteration: 1779 || Clusters count: 15 || Log posterior: -3478.432056443027 || Iter Time:0.012441873550415039 || Total time:34.64434289932251 Iteration: 1780 || Clusters count: 15 || Log posterior: -3458.2929067568657 || Iter Time:0.01798391342163086 || Total time:34.66232681274414 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1781 || Clusters count: 15 || Log posterior: -3504.290297592944 || Iter Time:0.01316690444946289 || Total time:34.6754937171936 Iteration: 1782 || Clusters count: 15 || Log posterior: -3490.3693483164657 || Iter Time:0.018353939056396484 || Total time:34.69384765625 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1783 || Clusters count: 16 || Log posterior: -3507.0415278339824 || Iter Time:0.014400005340576172 || Total time:34.708247661590576 Iteration: 1784 || Clusters count: 16 || Log posterior: -3477.728685961235 || Iter Time:0.018681049346923828 || Total time:34.7269287109375 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1785 || Clusters count: 15 || Log posterior: -3511.2914845937726 || Iter Time:0.014969110488891602 || Total time:34.74189782142639 Iteration: 1786 || Clusters count: 15 || Log posterior: -3491.7542825455585 || Iter Time:0.019182920455932617 || Total time:34.761080741882324 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1787 || Clusters count: 15 || Log posterior: -3508.401307943514 || Iter Time:0.014750003814697266 || Total time:34.77583074569702 Iteration: 1788 || Clusters count: 15 || Log posterior: -3471.33402870007 || Iter Time:0.019003868103027344 || Total time:34.79483461380005 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1789 || Clusters count: 15 || Log posterior: -3472.8911587921707 || Iter Time:0.013870954513549805 || Total time:34.8087055683136 Iteration: 1790 || Clusters count: 15 || Log posterior: -3456.221399911672 || Iter Time:0.03695106506347656 || Total time:34.845656633377075 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1791 || Clusters count: 15 || Log posterior: -3485.4725006882486 || Iter Time:0.013355016708374023 || Total time:34.85901165008545 Iteration: 1792 || Clusters count: 15 || Log posterior: -3447.2643916210377 || Iter Time:0.018654823303222656 || Total time:34.87766647338867 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1793 || Clusters count: 15 || Log posterior: -3456.89787949091 || Iter Time:0.013568878173828125 || Total time:34.8912353515625 Iteration: 1794 || Clusters count: 15 || Log posterior: -3447.5140710843634 || Iter Time:0.017460107803344727 || Total time:34.908695459365845 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1795 || Clusters count: 15 || Log posterior: -3441.557527448821 || Iter Time:0.014381885528564453 || 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|| Iter Time:0.020622968673706055 || Total time:35.22597932815552 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1813 || Clusters count: 15 || Log posterior: -3473.297567919243 || Iter Time:0.014841079711914062 || Total time:35.24082040786743 Iteration: 1814 || Clusters count: 15 || Log posterior: -3453.0784438803903 || Iter Time:0.019788026809692383 || Total time:35.260608434677124 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1815 || Clusters count: 15 || Log posterior: -3409.7992632562223 || Iter Time:0.034349918365478516 || Total time:35.2949583530426 Iteration: 1816 || Clusters count: 15 || Log posterior: -3375.080866518757 || Iter Time:0.020243167877197266 || Total time:35.3152015209198 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1817 || Clusters count: 15 || Log posterior: -3420.392682578754 || Iter Time:0.015381097793579102 || Total 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Iteration: 1840 || Clusters count: 15 || Log posterior: -3458.686068687644 || Iter Time:0.019298076629638672 || Total time:35.70408535003662 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 15 || Log posterior: -3528.8590523672383 || Iter Time:0.03162193298339844 || Total time:35.73570728302002 Iteration: 1842 || Clusters count: 15 || Log posterior: -3509.5452243524705 || Iter Time:0.018270015716552734 || Total time:35.75397729873657 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 15 || Log posterior: -3523.933085688492 || Iter Time:0.013223886489868164 || Total time:35.76720118522644 Iteration: 1844 || Clusters count: 15 || Log posterior: -3499.461609198928 || Iter Time:0.017325162887573242 || Total time:35.784526348114014 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 15 || Log posterior: -3508.8431820730007 || Iter Time:0.013015031814575195 || Total time:35.79754137992859 Iteration: 1846 || Clusters count: 15 || Log posterior: -3485.9008486989064 || Iter Time:0.017750978469848633 || Total time:35.81529235839844 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 15 || Log posterior: -3468.1766566909005 || Iter Time:0.014122962951660156 || Total time:35.8294153213501 Iteration: 1848 || Clusters count: 15 || Log posterior: -3444.337555567625 || Iter Time:0.018783092498779297 || Total time:35.84819841384888 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 15 || Log posterior: -3444.0275003077513 || Iter Time:0.015937089920043945 || Total time:35.86413550376892 Iteration: 1850 || Clusters count: 15 || Log posterior: -3424.390373673643 || Iter Time:0.02007007598876953 || Total time:35.88420557975769 Loading and distributing data: 0.000140 seconds (129 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Clusters count: 15 || Log posterior: -3463.762318787745 || Iter Time:0.018185853958129883 || Total time:36.08524441719055 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 15 || Log posterior: -3464.7191677416163 || Iter Time:0.013843059539794922 || Total time:36.09908747673035 Iteration: 1864 || Clusters count: 15 || Log posterior: -3448.9019516096096 || Iter Time:0.018915891647338867 || Total time:36.118003368377686 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 15 || Log posterior: -3446.3474448403445 || Iter Time:0.013913869857788086 || Total time:36.131917238235474 Iteration: 1866 || Clusters count: 15 || Log posterior: -3418.5622193448 || Iter Time:0.01860213279724121 || Total time:36.150519371032715 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 15 || Log posterior: -3447.6196524867955 || Iter Time:0.013679027557373047 || Total time:36.16419839859009 Iteration: 1868 || Clusters count: 15 || Log posterior: -3424.257422231777 || Iter Time:0.038034915924072266 || Total time:36.20223331451416 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 15 || Log posterior: -3472.13071010905 || Iter Time:0.015451908111572266 || Total time:36.21768522262573 Iteration: 1870 || Clusters count: 15 || Log posterior: -3453.4341938431517 || Iter Time:0.019212007522583008 || Total time:36.236897230148315 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 15 || Log posterior: -3493.0283415607787 || Iter Time:0.014230012893676758 || Total time:36.25112724304199 Iteration: 1872 || Clusters count: 15 || Log posterior: -3473.903545503627 || Iter Time:0.01887798309326172 || Total time:36.270005226135254 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 15 || Log posterior: -3495.574454663267 || Iter Time:0.014434099197387695 || Total time:36.28443932533264 Iteration: 1874 || Clusters count: 15 || Log posterior: -3477.5549629106413 || Iter Time:0.01938796043395996 || Total time:36.3038272857666 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 15 || Log posterior: -3528.5256621147837 || Iter Time:0.0142059326171875 || Total time:36.31803321838379 Iteration: 1876 || Clusters count: 15 || Log posterior: -3489.541626103689 || Iter Time:0.019298076629638672 || Total time:36.33733129501343 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 15 || Log posterior: -3515.0472287185835 || Iter Time:0.014303922653198242 || Total time:36.351635217666626 Iteration: 1878 || Clusters count: 15 || Log posterior: -3486.4982235648517 || Iter Time:0.019774913787841797 || Total time:36.37141013145447 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 15 || Log posterior: -3494.1993310520556 || Iter Time:0.013727903366088867 || Total time:36.38513803482056 Iteration: 1880 || Clusters count: 15 || Log posterior: -3480.568708092575 || Iter Time:0.019167184829711914 || Total time:36.40430521965027 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 15 || Log posterior: -3502.5875071730043 || Iter Time:0.014999866485595703 || Total time:36.419305086135864 Iteration: 1882 || Clusters count: 15 || Log posterior: -3480.0803771220976 || Iter Time:0.019454002380371094 || Total time:36.438759088516235 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 16 || Log posterior: -3529.313963791269 || Iter Time:0.013082027435302734 || Total time:36.45184111595154 Iteration: 1884 || Clusters count: 15 || Log posterior: -3504.441226748726 || Iter Time:0.01712203025817871 || Total time:36.46896314620972 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 15 || Log posterior: -3549.318035334413 || Iter Time:0.011974096298217773 || Total time:36.480937242507935 Iteration: 1886 || Clusters count: 15 || Log posterior: -3515.7395819914477 || Iter Time:0.01723003387451172 || Total time:36.498167276382446 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 15 || Log posterior: -3466.101405705435 || Iter Time:0.011955022811889648 || Total time:36.510122299194336 Iteration: 1888 || Clusters count: 15 || Log posterior: -3438.1205548807825 || Iter Time:0.01694488525390625 || Total time:36.52706718444824 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 15 || Log posterior: -3430.385222897168 || Iter Time:0.011809825897216797 || Total time:36.53887701034546 Iteration: 1890 || Clusters count: 15 || Log posterior: -3410.720687460299 || Iter Time:0.017281055450439453 || Total time:36.5561580657959 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 15 || Log posterior: -3477.196742123872 || Iter Time:0.013494014739990234 || Total time:36.56965208053589 Iteration: 1892 || Clusters count: 15 || Log posterior: -3449.6574406439254 || Iter Time:0.018085956573486328 || Total time:36.587738037109375 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 15 || Log posterior: -3473.6159286745897 || Iter Time:0.015578031539916992 || Total time:36.60331606864929 Iteration: 1894 || Clusters count: 15 || Log posterior: -3453.6568349457893 || Iter Time:0.020205020904541016 || Total time:36.62352108955383 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 16 || Log posterior: -3484.2906223774603 || Iter Time:0.03420400619506836 || Total time:36.6577250957489 Iteration: 1896 || Clusters count: 16 || Log posterior: -3452.460228802686 || Iter Time:0.02002096176147461 || Total time:36.677746057510376 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 16 || Log posterior: -3436.0344825369048 || Iter Time:0.01570296287536621 || Total time:36.69344902038574 Iteration: 1898 || Clusters count: 15 || Log posterior: -3408.1462433371275 || Iter Time:0.020123004913330078 || Total time:36.71357202529907 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 15 || Log posterior: -3452.729632564824 || Iter Time:0.01426386833190918 || Total time:36.72783589363098 Iteration: 1900 || Clusters count: 15 || Log posterior: -3432.7750982925772 || Iter Time:0.01807999610900879 || Total time:36.74591588973999 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 15 || Log posterior: -3471.170991608899 || Iter Time:0.014019966125488281 || Total time:36.75993585586548 Iteration: 1902 || Clusters count: 15 || Log posterior: -3441.6562768168915 || Iter Time:0.01918482780456543 || Total time:36.779120683670044 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 15 || Log posterior: -3488.352624621847 || Iter Time:0.013319015502929688 || Total time:36.792439699172974 Iteration: 1904 || Clusters count: 15 || Log posterior: -3476.4842672749464 || Iter Time:0.019062042236328125 || Total time:36.8115017414093 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 15 || Log posterior: -3522.618448434446 || Iter Time:0.016038894653320312 || Total time:36.82754063606262 Iteration: 1906 || Clusters count: 15 || Log posterior: -3490.86244209534 || Iter Time:0.019819974899291992 || Total time:36.847360610961914 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 15 || Log posterior: -3557.000512494818 || Iter Time:0.014753103256225586 || Total time:36.86211371421814 Iteration: 1908 || Clusters count: 15 || Log posterior: -3508.1611615904126 || Iter Time:0.018980979919433594 || Total time:36.88109469413757 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 15 || Log posterior: -3507.7612877262504 || Iter Time:0.014383077621459961 || Total time:36.89547777175903 Iteration: 1910 || Clusters count: 15 || Log posterior: -3490.497431099921 || Iter Time:0.020307064056396484 || Total time:36.91578483581543 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 15 || Log posterior: -3486.822293651008 || Iter Time:0.014139175415039062 || Total time:36.92992401123047 Iteration: 1912 || Clusters count: 15 || Log posterior: -3459.8973637249514 || Iter Time:0.018969058990478516 || Total time:36.94889307022095 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 15 || Log posterior: -3477.747574774592 || Iter Time:0.014301776885986328 || Total time:36.963194847106934 Iteration: 1914 || Clusters count: 15 || Log posterior: -3435.295887734884 || Iter Time:0.01958608627319336 || Total time:36.98278093338013 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 15 || Log posterior: -3506.8085726736476 || Iter Time:0.015368938446044922 || Total time:36.99814987182617 Iteration: 1916 || Clusters count: 15 || Log posterior: -3482.354228617247 || Iter Time:0.018922090530395508 || Total time:37.01707196235657 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 16 || Log posterior: -3543.780953613188 || Iter Time:0.014322996139526367 || Total time:37.031394958496094 Iteration: 1918 || Clusters count: 16 || Log posterior: -3511.259241387598 || Iter Time:0.019611120223999023 || Total time:37.05100607872009 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 15 || Log posterior: -3489.0408888201287 || Iter Time:0.014250993728637695 || Total time:37.06525707244873 Iteration: 1920 || Clusters count: 15 || Log posterior: -3455.9747673434267 || Iter Time:0.018596172332763672 || Total time:37.083853244781494 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 15 || Log posterior: -3542.956901550719 || Iter Time:0.03271293640136719 || Total time:37.11656618118286 Iteration: 1922 || Clusters count: 15 || Log posterior: -3507.4423968333767 || Iter Time:0.018176794052124023 || Total time:37.134742975234985 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 15 || Log posterior: -3476.7661752014556 || Iter Time:0.0135040283203125 || Total time:37.1482470035553 Iteration: 1924 || Clusters count: 15 || Log posterior: -3454.4875154793117 || Iter Time:0.018828868865966797 || Total time:37.167075872421265 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 15 || Log posterior: -3454.1329818320937 || Iter Time:0.014079809188842773 || Total time:37.18115568161011 Iteration: 1926 || Clusters count: 15 || Log posterior: -3433.605510883041 || Iter Time:0.019073009490966797 || Total time:37.200228691101074 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 15 || Log posterior: -3465.3689698491844 || Iter Time:0.015980005264282227 || Total time:37.216208696365356 Iteration: 1928 || Clusters count: 15 || Log posterior: -3441.1827001243664 || Iter Time:0.019655942916870117 || Total time:37.23586463928223 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 16 || Log posterior: -3466.013389071461 || Iter Time:0.014570951461791992 || Total time:37.25043559074402 Iteration: 1930 || Clusters count: 15 || Log posterior: -3448.6416198955585 || Iter Time:0.018872976303100586 || Total time:37.26930856704712 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 15 || Log posterior: -3468.3661701447722 || Iter Time:0.013543844223022461 || Total time:37.28285241127014 Iteration: 1932 || Clusters count: 15 || Log posterior: -3447.1774285869437 || Iter Time:0.01887202262878418 || Total time:37.301724433898926 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 15 || Log posterior: -3461.044134280383 || Iter Time:0.014153003692626953 || Total time:37.31587743759155 Iteration: 1934 || Clusters count: 15 || Log posterior: -3444.298008078296 || Iter Time:0.018893003463745117 || Total time:37.3347704410553 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 15 || Log posterior: -3482.6251119807994 || Iter Time:0.01436305046081543 || Total time:37.34913349151611 Iteration: 1936 || Clusters count: 15 || Log posterior: -3456.232289533606 || Iter Time:0.019179105758666992 || Total time:37.36831259727478 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 15 || Log posterior: -3468.3619314667126 || Iter Time:0.014189004898071289 || Total time:37.38250160217285 Iteration: 1938 || Clusters count: 15 || Log posterior: -3425.240588640803 || Iter Time:0.019296884536743164 || Total time:37.401798486709595 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 15 || Log posterior: -3459.9945999834995 || Iter Time:0.014323949813842773 || Total time:37.41612243652344 Iteration: 1940 || Clusters count: 15 || Log posterior: -3425.5560199729885 || Iter Time:0.019162893295288086 || Total time:37.435285329818726 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 15 || Log posterior: -3476.4957973255955 || Iter Time:0.01379704475402832 || Total time:37.449082374572754 Iteration: 1942 || Clusters count: 15 || Log posterior: -3438.395553737742 || Iter Time:0.020073890686035156 || Total time:37.46915626525879 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 15 || Log posterior: -3469.5648600676864 || Iter Time:0.015449047088623047 || Total time:37.48460531234741 Iteration: 1944 || Clusters count: 15 || Log posterior: -3445.574979154215 || Iter Time:0.01909494400024414 || Total time:37.503700256347656 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 15 || Log posterior: -3465.96631995205 || Iter Time:0.014096975326538086 || Total time:37.517797231674194 Iteration: 1946 || Clusters count: 15 || Log posterior: -3443.975772135497 || Iter Time:0.01890397071838379 || Total time:37.53670120239258 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 15 || Log posterior: -3488.9401299070114 || Iter Time:0.014180183410644531 || Total time:37.55088138580322 Iteration: 1948 || Clusters count: 15 || Log posterior: -3453.749093033648 || Iter Time:0.03841590881347656 || Total time:37.5892972946167 Loading and distributing data: 0.000162 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 15 || Log posterior: -3444.9084859655177 || Iter Time:0.014211893081665039 || Total time:37.603509187698364 Iteration: 1950 || Clusters count: 15 || Log posterior: -3431.5981281360614 || Iter Time:0.019129037857055664 || Total time:37.62263822555542 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 15 || Log posterior: -3427.1887863484853 || Iter Time:0.014124870300292969 || Total time:37.63676309585571 Iteration: 1952 || Clusters count: 15 || Log posterior: -3398.901807446852 || Iter Time:0.019157886505126953 || Total time:37.65592098236084 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 16 || Log posterior: -3441.8803618298607 || Iter Time:0.014297008514404297 || Total time:37.670217990875244 Iteration: 1954 || Clusters count: 15 || Log posterior: -3397.1222782155714 || Iter Time:0.018269062042236328 || Total time:37.68848705291748 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 15 || Log posterior: -3454.135963757227 || Iter Time:0.012685060501098633 || Total time:37.70117211341858 Iteration: 1956 || Clusters count: 15 || Log posterior: -3428.994703397175 || Iter Time:0.01775813102722168 || Total time:37.7189302444458 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 15 || Log posterior: -3475.4083156514253 || Iter Time:0.013935089111328125 || Total time:37.73286533355713 Iteration: 1958 || Clusters count: 15 || Log posterior: -3459.4841484164444 || Iter Time:0.01807999610900879 || Total time:37.75094532966614 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 15 || Log posterior: -3508.3250696719483 || Iter Time:0.013467073440551758 || Total time:37.76441240310669 Iteration: 1960 || Clusters count: 15 || Log posterior: -3470.478906537823 || Iter Time:0.018390893936157227 || Total time:37.78280329704285 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 15 || Log posterior: -3458.9442223635165 || Iter Time:0.01326894760131836 || Total time:37.796072244644165 Iteration: 1962 || Clusters count: 15 || Log posterior: -3440.315476755228 || Iter Time:0.01857590675354004 || Total time:37.814648151397705 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 15 || Log posterior: -3424.187432336051 || Iter Time:0.013895034790039062 || Total time:37.828543186187744 Iteration: 1964 || Clusters count: 15 || Log posterior: -3402.767160854421 || Iter Time:0.0185089111328125 || Total time:37.84705209732056 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 15 || Log posterior: -3463.475809735751 || Iter Time:0.013934850692749023 || Total time:37.860986948013306 Iteration: 1966 || Clusters count: 15 || Log posterior: -3448.1170364431823 || Iter Time:0.0187380313873291 || Total time:37.879724979400635 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 15 || Log posterior: -3514.0770842732236 || Iter Time:0.015033960342407227 || Total time:37.89475893974304 Iteration: 1968 || Clusters count: 15 || Log posterior: -3480.5944339935395 || Iter Time:0.0192110538482666 || Total time:37.91396999359131 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 16 || Log posterior: -3489.4206457925225 || Iter Time:0.014988183975219727 || Total time:37.92895817756653 Iteration: 1970 || Clusters count: 16 || Log posterior: -3469.547842632243 || Iter Time:0.019783973693847656 || Total time:37.948742151260376 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 16 || Log posterior: -3465.08725728148 || Iter Time:0.014539957046508789 || Total time:37.963282108306885 Iteration: 1972 || Clusters count: 15 || Log posterior: -3442.236355761023 || Iter Time:0.019495010375976562 || Total time:37.98277711868286 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 15 || Log posterior: -3444.9179197532367 || Iter Time:0.014282941818237305 || Total time:37.9970600605011 Iteration: 1974 || Clusters count: 15 || Log posterior: -3424.8096843982476 || Iter Time:0.019448041915893555 || Total time:38.01650810241699 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 15 || Log posterior: -3467.159998830732 || Iter Time:0.03391289710998535 || Total time:38.05042099952698 Iteration: 1976 || Clusters count: 15 || Log posterior: -3452.3590434239454 || Iter Time:0.019397974014282227 || Total time:38.06981897354126 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 15 || Log posterior: -3477.299591194205 || Iter Time:0.013711929321289062 || Total time:38.08353090286255 Iteration: 1978 || Clusters count: 15 || Log posterior: -3463.6553449862117 || Iter Time:0.01920008659362793 || Total time:38.10273098945618 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 15 || Log posterior: -3491.0189990177523 || Iter Time:0.013813018798828125 || Total time:38.116544008255005 Iteration: 1980 || Clusters count: 15 || Log posterior: -3463.418032924312 || Iter Time:0.018764019012451172 || Total time:38.135308027267456 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 15 || Log posterior: -3500.0146577043984 || Iter Time:0.014693021774291992 || Total time:38.15000104904175 Iteration: 1982 || Clusters count: 15 || Log posterior: -3480.059351472285 || Iter Time:0.018886089324951172 || Total time:38.1688871383667 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 15 || Log posterior: -3516.887001486702 || Iter Time:0.014085054397583008 || Total time:38.18297219276428 Iteration: 1984 || Clusters count: 15 || Log posterior: -3491.11671715261 || Iter Time:0.018764019012451172 || Total time:38.20173621177673 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 15 || Log posterior: -3492.6581396439105 || Iter Time:0.013944149017333984 || Total time:38.21568036079407 Iteration: 1986 || Clusters count: 15 || Log posterior: -3470.6665530233927 || Iter Time:0.018678903579711914 || Total time:38.23435926437378 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 15 || Log posterior: -3486.088934754311 || Iter Time:0.014321088790893555 || Total time:38.24868035316467 Iteration: 1988 || Clusters count: 15 || Log posterior: -3460.3559756560417 || Iter Time:0.019032955169677734 || Total time:38.26771330833435 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 15 || Log posterior: -3451.9696018870723 || Iter Time:0.014054059982299805 || Total time:38.28176736831665 Iteration: 1990 || Clusters count: 15 || Log posterior: -3418.6698488793404 || Iter Time:0.019587039947509766 || Total time:38.30135440826416 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 16 || Log posterior: -3509.745923932724 || Iter Time:0.015332937240600586 || Total time:38.31668734550476 Iteration: 1992 || Clusters count: 15 || Log posterior: -3473.7785497408095 || Iter Time:0.01918315887451172 || Total time:38.33587050437927 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 15 || Log posterior: -3492.1649641287518 || Iter Time:0.013824939727783203 || Total time:38.349695444107056 Iteration: 1994 || Clusters count: 15 || Log posterior: -3456.395274734615 || Iter Time:0.018991947174072266 || Total time:38.36868739128113 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 15 || Log posterior: -3454.6097036636215 || Iter Time:0.014489889144897461 || Total time:38.383177280426025 Iteration: 1996 || Clusters count: 15 || Log posterior: -3439.3675048325163 || Iter Time:0.01952195167541504 || Total time:38.40269923210144 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 15 || Log posterior: -3542.814895352853 || Iter Time:0.014484882354736328 || Total time:38.41718411445618 Iteration: 1998 || Clusters count: 15 || Log posterior: -3495.6213053420506 || Iter Time:0.019212007522583008 || Total time:38.43639612197876 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 15 || Log posterior: -3501.0848538181567 || Iter Time:0.014668941497802734 || Total time:38.45106506347656 Iteration: 2000 || Clusters count: 15 || Log posterior: -3489.2155092339653 || Iter Time:0.01939082145690918 || Total time:38.47045588493347 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 15 || Log posterior: -3476.2538865413458 || Iter Time:0.015630006790161133 || Total time:38.48608589172363 Iteration: 2002 || Clusters count: 15 || Log posterior: -3457.835193147021 || Iter Time:0.03808403015136719 || Total time:38.524169921875 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 15 || Log posterior: -3471.74242637235 || Iter Time:0.013835906982421875 || Total time:38.53800582885742 Iteration: 2004 || Clusters count: 15 || Log posterior: -3454.4612338063084 || Iter Time:0.019407033920288086 || Total time:38.55741286277771 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 15 || Log posterior: -3464.050079983918 || Iter Time:0.014785051345825195 || Total time:38.572197914123535 Iteration: 2006 || Clusters count: 15 || Log posterior: -3445.9147234583165 || Iter Time:0.019432783126831055 || Total time:38.591630697250366 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 15 || Log posterior: -3506.051359980943 || Iter Time:0.014467000961303711 || Total time:38.60609769821167 Iteration: 2008 || Clusters count: 15 || Log posterior: -3481.8579814843097 || Iter Time:0.018264055252075195 || Total time:38.624361753463745 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 15 || Log posterior: -3442.8239283933244 || Iter Time:0.013354063034057617 || Total time:38.6377158164978 Iteration: 2010 || Clusters count: 15 || Log posterior: -3427.1185395789566 || Iter Time:0.018193960189819336 || Total time:38.65590977668762 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 15 || Log posterior: -3461.364701613288 || Iter Time:0.01482391357421875 || Total time:38.67073369026184 Iteration: 2012 || Clusters count: 15 || Log posterior: -3421.480773404742 || Iter Time:0.019682884216308594 || Total time:38.69041657447815 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 16 || Log posterior: -3473.5720976222083 || Iter Time:0.014542102813720703 || Total time:38.70495867729187 Iteration: 2014 || Clusters count: 16 || Log posterior: -3457.9119738710933 || Iter Time:0.019173145294189453 || Total time:38.72413182258606 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 16 || Log posterior: -3495.58967052598 || Iter Time:0.01378488540649414 || Total time:38.737916707992554 Iteration: 2016 || Clusters count: 16 || Log posterior: -3457.985545281632 || Iter Time:0.01926112174987793 || Total time:38.75717782974243 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 16 || Log posterior: -3498.7655526222297 || Iter Time:0.014724969863891602 || Total time:38.77190279960632 Iteration: 2018 || Clusters count: 16 || Log posterior: -3453.373764321255 || Iter Time:0.018789052963256836 || Total time:38.79069185256958 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 16 || Log posterior: -3488.9401588233973 || Iter Time:0.013443946838378906 || Total time:38.80413579940796 Iteration: 2020 || Clusters count: 16 || Log posterior: -3457.0797351520027 || Iter Time:0.019531965255737305 || Total time:38.823667764663696 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 16 || Log posterior: -3490.421906826579 || Iter Time:0.014271974563598633 || Total time:38.837939739227295 Iteration: 2022 || Clusters count: 16 || Log posterior: -3469.9005948957943 || Iter Time:0.019608020782470703 || Total time:38.857547760009766 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 16 || Log posterior: -3479.406115185416 || Iter Time:0.014795064926147461 || Total time:38.87234282493591 Iteration: 2024 || Clusters count: 15 || Log posterior: -3459.5963931242627 || Iter Time:0.019058942794799805 || Total time:38.89140176773071 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 15 || Log posterior: -3500.3769611866483 || Iter Time:0.013797998428344727 || Total time:38.90519976615906 Iteration: 2026 || Clusters count: 15 || Log posterior: -3463.6438161304995 || Iter Time:0.0186309814453125 || Total time:38.92383074760437 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 15 || Log posterior: -3496.987246915412 || Iter Time:0.014103889465332031 || Total time:38.9379346370697 Iteration: 2028 || Clusters count: 15 || Log posterior: -3482.932432779034 || Iter Time:0.01923513412475586 || Total time:38.95716977119446 Avg NMI: 0.9025848499446479 Full NMI: 0.8656682477272992 Test Summary: | Total Time Streaming Data NIW 3 | 0 2m18.9s Testing DPMMSubClustersStreaming tests passed Testing completed after 204.08s PkgEval succeeded after 410.48s