Package evaluation to test DPMMSubClustersStreaming on Julia 1.13.0-DEV.1290 (92af0d8cdf*) started at 2025-10-09T17:35:57.209 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.02s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.122 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.1 [1a297f60] + FillArrays v1.14.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.15 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.16.0+0 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.9.9 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.4+0 [efcefdf7] + PCRE2_jll v10.46.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.67.1+0 [3f19e933] + p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 6.02s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 91.81s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_l9PqlY/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.122 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_l9PqlY/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.122 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.1 [1a297f60] FillArrays v1.14.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.0 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.15 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.16.0+0 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.9.9 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.4+0 [efcefdf7] PCRE2_jll v10.46.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.67.1+0 [3f19e933] p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 2.916366 seconds (834.03 k allocations: 48.479 MiB, 99.90% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233066.60048629093 || Iter Time:16.4119131565094 || Total time:16.4119131565094 Iteration: 1 || Clusters count: 1 || Log posterior: -233066.60048629093 || Iter Time:0.005285978317260742 || Total time:16.41719913482666 Iteration: 2 || Clusters count: 1 || Log posterior: -233066.60048629093 || Iter Time:0.00484919548034668 || Total time:16.422048330307007 Iteration: 3 || Clusters count: 1 || Log posterior: -233066.60048629093 || Iter Time:0.004711151123046875 || Total time:16.426759481430054 Iteration: 4 || Clusters count: 1 || Log posterior: -233066.60048629093 || Iter Time:0.004490852355957031 || Total time:16.43125033378601 Iteration: 5 || Clusters count: 1 || Log posterior: -233066.60048629093 || Iter Time:0.014846086502075195 || Total time:16.446096420288086 Iteration: 6 || Clusters count: 1 || Log posterior: -233066.60048629093 || Iter Time:0.004904031753540039 || Total time:16.451000452041626 Iteration: 7 || Clusters count: 1 || Log posterior: -233066.60048629093 || Iter Time:0.00475311279296875 || Total time:16.455753564834595 Iteration: 8 || Clusters count: 1 || Log posterior: -233066.60048629093 || Iter Time:0.004598140716552734 || Total time:16.460351705551147 Iteration: 9 || Clusters count: 1 || Log posterior: -233066.60048629093 || Iter Time:0.004481077194213867 || Total time:16.46483278274536 Iteration: 10 || Clusters count: 1 || Log posterior: -233066.60048629093 || Iter Time:0.0045092105865478516 || Total time:16.46934199333191 Iteration: 11 || Clusters count: 1 || Log posterior: -233066.60048629093 || Iter Time:0.004515886306762695 || Total time:16.473857879638672 Iteration: 12 || Clusters count: 1 || Log posterior: -233066.60048629093 || Iter Time:0.00448298454284668 || Total time:16.47834086418152 Iteration: 13 || Clusters count: 2 || Log posterior: -232572.7035755088 || Iter Time:3.8943400382995605 || Total time:20.37268090248108 Iteration: 14 || Clusters count: 2 || Log posterior: -232580.0047234525 || Iter Time:0.0064809322357177734 || Total time:20.379161834716797 Iteration: 15 || Clusters count: 2 || Log posterior: -232568.06667983995 || Iter Time:0.006122112274169922 || Total time:20.385283946990967 Iteration: 16 || Clusters count: 2 || Log posterior: -232544.68584121502 || Iter Time:0.006175994873046875 || Total time:20.391459941864014 Iteration: 17 || Clusters count: 2 || Log posterior: -232557.045327692 || Iter Time:0.006376981735229492 || Total time:20.397836923599243 Iteration: 18 || Clusters count: 2 || Log posterior: -232551.44078829803 || Iter Time:0.00606989860534668 || Total time:20.40390682220459 Iteration: 19 || Clusters count: 2 || Log posterior: -232534.93468521157 || Iter Time:0.006051063537597656 || Total time:20.409957885742188 Iteration: 20 || Clusters count: 2 || Log posterior: -232486.4944804075 || Iter Time:3.296962022781372 || Total time:23.70691990852356 Loading and distributing data: 0.000833 seconds (128 allocations: 395.789 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232735.6518059873 || Iter Time:0.03023386001586914 || Total time:23.73715376853943 Iteration: 22 || Clusters count: 2 || Log posterior: -232720.24282388826 || Iter Time:0.005610942840576172 || Total time:23.742764711380005 Iteration: 23 || Clusters count: 2 || Log posterior: -232722.64188207482 || Iter Time:0.005396127700805664 || Total time:23.74816083908081 Iteration: 24 || Clusters count: 2 || Log posterior: -232719.2856494585 || Iter Time:0.0052340030670166016 || Total time:23.753394842147827 Iteration: 25 || Clusters count: 2 || Log posterior: -232713.33751027234 || Iter Time:0.0053479671478271484 || Total time:23.758742809295654 Iteration: 26 || Clusters count: 2 || Log posterior: -232700.6177578773 || Iter Time:0.005397796630859375 || Total time:23.764140605926514 Iteration: 27 || Clusters count: 2 || Log posterior: -232685.2172788593 || Iter Time:0.005452871322631836 || Total time:23.769593477249146 Iteration: 28 || Clusters count: 3 || Log posterior: -232472.81674109318 || Iter Time:0.007884025573730469 || Total time:23.777477502822876 Iteration: 29 || Clusters count: 3 || Log posterior: -232412.18612593508 || Iter Time:0.005827903747558594 || Total time:23.783305406570435 Iteration: 30 || Clusters count: 3 || Log posterior: -232414.4812364792 || Iter Time:0.005906105041503906 || Total time:23.78921151161194 Iteration: 31 || Clusters count: 3 || Log posterior: -232419.79844728665 || Iter Time:0.005958080291748047 || Total time:23.795169591903687 Iteration: 32 || Clusters count: 3 || Log posterior: -232376.5159496765 || Iter Time:0.045993804931640625 || Total time:23.841163396835327 Iteration: 33 || Clusters count: 3 || Log posterior: -232387.94924085637 || Iter Time:0.005897045135498047 || Total time:23.847060441970825 Iteration: 34 || Clusters count: 3 || Log posterior: -232323.5896086826 || Iter Time:0.006098031997680664 || Total time:23.853158473968506 Iteration: 35 || Clusters count: 3 || Log posterior: -232322.89622006944 || Iter Time:0.005742073059082031 || Total time:23.858900547027588 Iteration: 36 || Clusters count: 3 || Log posterior: -232295.27939341933 || Iter Time:0.00566411018371582 || Total time:23.864564657211304 Iteration: 37 || Clusters count: 3 || Log posterior: -232248.5630684225 || Iter Time:0.005856037139892578 || Total time:23.870420694351196 Iteration: 38 || Clusters count: 3 || Log posterior: -232249.26028300647 || Iter Time:0.005731105804443359 || Total time:23.87615180015564 Iteration: 39 || Clusters count: 3 || Log posterior: -232223.70212197118 || Iter Time:0.005777120590209961 || Total time:23.88192892074585 Iteration: 40 || Clusters count: 3 || Log posterior: -232187.18942791267 || Iter Time:0.0058858394622802734 || Total time:23.88781476020813 Iteration: 41 || Clusters count: 3 || Log posterior: -232113.36853207115 || Iter Time:0.005677938461303711 || Total time:23.893492698669434 Loading and distributing data: 0.000786 seconds (128 allocations: 395.789 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262372.07717080513 || Iter Time:0.006043910980224609 || Total time:23.899536609649658 Iteration: 43 || Clusters count: 3 || Log posterior: -262344.096023935 || Iter Time:0.005877017974853516 || Total time:23.90541362762451 Iteration: 44 || Clusters count: 3 || Log posterior: -262297.4101176867 || Iter Time:0.006014823913574219 || Total time:23.911428451538086 Iteration: 45 || Clusters count: 3 || Log posterior: -262337.7624818217 || Iter Time:0.005942106246948242 || Total time:23.917370557785034 Iteration: 46 || Clusters count: 3 || Log posterior: -262285.282809425 || Iter Time:0.00581812858581543 || Total time:23.92318868637085 Iteration: 47 || Clusters count: 3 || Log posterior: -262292.31233084225 || Iter Time:0.005697965621948242 || Total time:23.928886651992798 Iteration: 48 || Clusters count: 3 || Log posterior: -262298.16649364796 || Iter Time:0.005728006362915039 || Total time:23.934614658355713 Iteration: 49 || Clusters count: 3 || Log posterior: -262293.91294349096 || Iter Time:0.005798816680908203 || Total time:23.94041347503662 Iteration: 50 || Clusters count: 3 || Log posterior: -262290.727974213 || Iter Time:0.005754947662353516 || Total time:23.946168422698975 Iteration: 51 || Clusters count: 4 || Log posterior: -261902.43433620612 || Iter Time:0.007606983184814453 || Total time:23.95377540588379 Iteration: 52 || Clusters count: 4 || Log posterior: -261791.54540780437 || Iter Time:0.006262779235839844 || Total time:23.96003818511963 Iteration: 53 || Clusters count: 4 || Log posterior: -261772.0260605295 || Iter Time:0.006435871124267578 || Total time:23.966474056243896 Iteration: 54 || Clusters count: 5 || Log posterior: -261378.5566400318 || Iter Time:0.037963151931762695 || Total time:24.00443720817566 Iteration: 55 || Clusters count: 5 || Log posterior: -261270.98465245767 || Iter Time:0.006728172302246094 || Total time:24.011165380477905 Iteration: 56 || Clusters count: 5 || Log posterior: -261288.71696422453 || Iter Time:0.0067119598388671875 || Total time:24.017877340316772 Iteration: 57 || Clusters count: 5 || Log posterior: -261236.23771579846 || Iter Time:0.00627899169921875 || Total time:24.02415633201599 Iteration: 58 || Clusters count: 5 || Log posterior: -261213.23665051456 || Iter Time:0.006275177001953125 || Total time:24.030431509017944 Iteration: 59 || Clusters count: 5 || Log posterior: -261216.17497254987 || Iter Time:0.006374835968017578 || Total time:24.036806344985962 Iteration: 60 || Clusters count: 5 || Log posterior: -261216.49859184763 || Iter Time:0.00657200813293457 || Total time:24.043378353118896 Iteration: 61 || Clusters count: 5 || Log posterior: -261231.82836784454 || Iter Time:0.0064258575439453125 || Total time:24.049804210662842 Iteration: 62 || Clusters count: 5 || Log posterior: -261147.49790083955 || Iter Time:0.006136894226074219 || Total time:24.055941104888916 Loading and distributing data: 0.000716 seconds (128 allocations: 395.789 KiB) Iteration: 63 || Clusters count: 5 || Log posterior: -261172.60786502715 || Iter Time:0.00637507438659668 || Total time:24.062316179275513 Iteration: 64 || Clusters count: 5 || Log posterior: -261104.4770781567 || Iter Time:0.006738901138305664 || Total time:24.06905508041382 Iteration: 65 || Clusters count: 5 || Log posterior: -261075.4244883766 || Iter Time:0.00659489631652832 || Total time:24.075649976730347 Iteration: 66 || Clusters count: 7 || Log posterior: -260538.08452029273 || Iter Time:0.008810997009277344 || Total time:24.084460973739624 Iteration: 67 || Clusters count: 7 || Log posterior: -260423.3030224077 || Iter Time:0.0074651241302490234 || Total time:24.091926097869873 Iteration: 68 || Clusters count: 7 || Log posterior: -260427.823327353 || Iter Time:0.0074198246002197266 || Total time:24.099345922470093 Iteration: 69 || Clusters count: 9 || Log posterior: -259903.40244519358 || Iter Time:0.009238004684448242 || Total time:24.10858392715454 Iteration: 70 || Clusters count: 9 || Log posterior: -259751.004803776 || Iter Time:0.007971048355102539 || Total time:24.116554975509644 Iteration: 71 || Clusters count: 9 || Log posterior: -259753.3627853845 || Iter Time:0.008008003234863281 || Total time:24.124562978744507 Iteration: 72 || Clusters count: 9 || Log posterior: -259731.96899808536 || Iter Time:0.024490833282470703 || Total time:24.149053812026978 Iteration: 73 || Clusters count: 9 || Log posterior: -259726.04199135862 || Iter Time:0.008025169372558594 || Total time:24.157078981399536 Iteration: 74 || Clusters count: 10 || Log posterior: -259148.51775158517 || Iter Time:0.009423017501831055 || Total time:24.166501998901367 Iteration: 75 || Clusters count: 10 || Log posterior: -259114.5123984195 || Iter Time:0.008183956146240234 || Total time:24.174685955047607 Iteration: 76 || Clusters count: 10 || Log posterior: -259109.94444549637 || Iter Time:0.008115053176879883 || Total time:24.182801008224487 Iteration: 77 || Clusters count: 10 || Log posterior: -259092.58986212523 || Iter Time:0.008168935775756836 || Total time:24.190969944000244 Iteration: 78 || Clusters count: 10 || Log posterior: -259098.77951872232 || Iter Time:0.008120059967041016 || Total time:24.199090003967285 Iteration: 79 || Clusters count: 10 || Log posterior: -259109.26590448013 || Iter Time:0.00821685791015625 || Total time:24.20730686187744 Iteration: 80 || Clusters count: 10 || Log posterior: -259125.43774442596 || Iter Time:0.008227825164794922 || Total time:24.215534687042236 Iteration: 81 || Clusters count: 10 || Log posterior: -259111.31378087058 || Iter Time:0.008476972579956055 || Total time:24.224011659622192 Iteration: 82 || Clusters count: 10 || Log posterior: -259100.03441975883 || Iter Time:0.8374490737915039 || Total time:25.061460733413696 Iteration: 83 || Clusters count: 10 || Log posterior: -259077.49077651388 || Iter Time:0.009653091430664062 || Total time:25.07111382484436 Loading and distributing data: 0.000772 seconds (128 allocations: 395.789 KiB) Iteration: 84 || Clusters count: 13 || Log posterior: -257948.84676416958 || Iter Time:0.012096881866455078 || Total time:25.083210706710815 Iteration: 85 || Clusters count: 14 || Log posterior: -257218.02632110685 || Iter Time:0.023240089416503906 || Total time:25.10645079612732 Iteration: 86 || Clusters count: 14 || Log posterior: -257184.14598696714 || Iter Time:0.010637998580932617 || Total time:25.117088794708252 Iteration: 87 || Clusters count: 14 || Log posterior: -257190.7327623396 || Iter Time:0.010637998580932617 || Total time:25.127726793289185 Iteration: 88 || Clusters count: 14 || Log posterior: -257181.79844127092 || Iter Time:0.010566949844360352 || Total time:25.138293743133545 Iteration: 89 || Clusters count: 16 || Log posterior: -256501.66698763997 || Iter Time:0.012356996536254883 || Total time:25.1506507396698 Iteration: 90 || Clusters count: 16 || Log posterior: -256424.30083118926 || Iter Time:0.01106715202331543 || Total time:25.161717891693115 Iteration: 91 || Clusters count: 16 || Log posterior: -256419.9433171978 || Iter Time:0.011390924453735352 || Total time:25.17310881614685 Iteration: 92 || Clusters count: 16 || Log posterior: -256435.33132152504 || Iter Time:0.011615991592407227 || Total time:25.184724807739258 Iteration: 93 || Clusters count: 16 || Log posterior: -256432.56572564837 || Iter Time:0.011631011962890625 || Total time:25.19635581970215 Iteration: 94 || Clusters count: 16 || Log posterior: -256415.66947780916 || Iter Time:0.0243988037109375 || Total time:25.220754623413086 Iteration: 95 || Clusters count: 16 || Log posterior: -256439.9758199052 || Iter Time:0.010977983474731445 || Total time:25.231732606887817 Iteration: 96 || Clusters count: 16 || Log posterior: -256438.6590558508 || Iter 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Time:0.01577019691467285 || Total time:25.349221229553223 Iteration: 104 || Clusters count: 16 || Log posterior: -256406.96717821946 || Iter Time:0.016672134399414062 || Total time:25.365893363952637 Loading and distributing data: 0.000771 seconds (128 allocations: 395.789 KiB) Iteration: 105 || Clusters count: 19 || Log posterior: -255388.78770987003 || Iter Time:0.01885986328125 || Total time:25.384753227233887 Iteration: 106 || Clusters count: 19 || Log posterior: -255212.99438918583 || Iter Time:0.02144312858581543 || Total time:25.406196355819702 Iteration: 107 || Clusters count: 19 || Log posterior: -255199.37132655675 || Iter Time:0.017696142196655273 || Total time:25.423892498016357 Iteration: 108 || Clusters count: 19 || Log posterior: -255195.4881305693 || Iter Time:0.017451047897338867 || Total time:25.441343545913696 Iteration: 109 || Clusters count: 19 || Log posterior: -255201.84105697554 || Iter Time:0.017687082290649414 || Total time:25.459030628204346 Iteration: 110 || 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19 || Log posterior: -255207.24954873248 || Iter Time:0.017637014389038086 || Total time:25.612066507339478 Iteration: 118 || Clusters count: 19 || Log posterior: -255193.96873039874 || Iter Time:0.017492055892944336 || Total time:25.629558563232422 Iteration: 119 || Clusters count: 19 || Log posterior: -255196.6841717575 || Iter Time:0.017572879791259766 || Total time:25.64713144302368 Iteration: 120 || Clusters count: 19 || Log posterior: -255193.8453589145 || Iter Time:0.024851083755493164 || Total time:25.671982526779175 Iteration: 121 || Clusters count: 19 || Log posterior: -255195.10437307053 || Iter Time:0.022558927536010742 || Total time:25.694541454315186 Iteration: 122 || Clusters count: 19 || Log posterior: -255190.2438489342 || Iter Time:0.02752208709716797 || Total time:25.722063541412354 Iteration: 123 || Clusters count: 19 || Log posterior: -255190.54008875613 || Iter Time:0.02421092987060547 || Total time:25.74627447128296 Iteration: 124 || Clusters count: 19 || Log posterior: -255202.67610307047 || Iter Time:0.023955106735229492 || Total time:25.77022957801819 Iteration: 125 || Clusters count: 19 || Log posterior: -255189.17345276923 || Iter Time:0.025989055633544922 || Total time:25.796218633651733 Loading and distributing data: 0.000752 seconds (128 allocations: 395.789 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -254652.63281247986 || Iter Time:0.0242919921875 || Total time:25.820510625839233 Iteration: 127 || Clusters count: 20 || Log posterior: -254621.9067368559 || Iter Time:0.02631092071533203 || Total time:25.846821546554565 Iteration: 128 || Clusters count: 20 || Log posterior: -254619.1300008491 || Iter Time:0.023036956787109375 || Total time:25.869858503341675 Iteration: 129 || Clusters count: 20 || Log posterior: -254623.22093627928 || Iter Time:0.02289414405822754 || Total time:25.892752647399902 Iteration: 130 || Clusters count: 20 || Log posterior: -254619.24834339894 || Iter Time:0.026925086975097656 || Total 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posterior: -254901.92010170704 || Iter Time:0.024372100830078125 || Total time:26.4553964138031 Iteration: 152 || Clusters count: 20 || Log posterior: -254900.97686144378 || Iter Time:0.023830890655517578 || Total time:26.479227304458618 Iteration: 153 || Clusters count: 20 || Log posterior: -254903.69550763434 || Iter Time:0.02799081802368164 || Total time:26.5072181224823 Iteration: 154 || Clusters count: 20 || Log posterior: -254902.88525995167 || Iter Time:0.024453163146972656 || Total time:26.531671285629272 Iteration: 155 || Clusters count: 20 || Log posterior: -254901.9705973608 || Iter Time:0.027642011642456055 || Total time:26.55931329727173 Iteration: 156 || Clusters count: 20 || Log posterior: -254901.3280143195 || Iter Time:0.024609088897705078 || Total time:26.583922386169434 Iteration: 157 || Clusters count: 20 || Log posterior: -254901.3280143195 || Iter Time:0.02406001091003418 || Total time:26.607982397079468 Iteration: 158 || Clusters count: 20 || Log posterior: -254906.9004373648 || Iter Time:0.028046846389770508 || Total time:26.63602924346924 Iteration: 159 || Clusters count: 20 || Log posterior: -254906.24006058488 || Iter Time:0.024608850479125977 || Total time:26.660638093948364 Iteration: 160 || Clusters count: 20 || Log posterior: -254903.01924989632 || Iter Time:0.028753995895385742 || Total time:26.68939208984375 Iteration: 161 || Clusters count: 20 || Log posterior: -254902.88525995167 || Iter Time:0.024672985076904297 || Total time:26.714065074920654 Iteration: 162 || Clusters count: 20 || Log posterior: -254903.9398130377 || Iter Time:0.02554011344909668 || Total time:26.73960518836975 Iteration: 163 || Clusters count: 20 || Log posterior: -254903.40688644466 || Iter Time:0.02995896339416504 || Total time:26.769564151763916 Iteration: 164 || Clusters count: 20 || Log posterior: -254901.10985402437 || Iter Time:0.025753021240234375 || Total time:26.79531717300415 Iteration: 165 || Clusters count: 20 || Log posterior: -254901.3280143195 || Iter Time:0.02904796600341797 || Total time:26.82436513900757 Iteration: 166 || Clusters count: 20 || Log posterior: -254911.01626089934 || Iter Time:0.025860071182250977 || Total time:26.85022521018982 Iteration: 167 || Clusters count: 20 || Log posterior: -254905.2718522145 || Iter Time:0.023453950881958008 || Total time:26.873679161071777 Loading and distributing data: 0.000915 seconds (128 allocations: 395.820 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -254587.4521767947 || Iter Time:0.030053138732910156 || Total time:26.903732299804688 Iteration: 169 || Clusters count: 20 || Log posterior: -254578.71188594814 || Iter Time:0.02472996711730957 || Total time:26.928462266921997 Iteration: 170 || Clusters count: 20 || Log posterior: -254571.99093053097 || Iter Time:0.029098987579345703 || Total time:26.957561254501343 Iteration: 171 || Clusters count: 20 || Log posterior: -254574.1451812399 || Iter Time:0.02616596221923828 || Total 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time:27.361963748931885 Iteration: 186 || Clusters count: 20 || Log posterior: -254573.8783199487 || Iter Time:0.025210857391357422 || Total time:27.387174606323242 Iteration: 187 || Clusters count: 20 || Log posterior: -254573.84953392716 || Iter Time:0.028100967407226562 || Total time:27.41527557373047 Iteration: 188 || Clusters count: 20 || Log posterior: -254573.84953392716 || Iter Time:0.023972034454345703 || Total time:27.439247608184814 Loading and distributing data: 0.000748 seconds (128 allocations: 395.789 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254422.48373696522 || Iter Time:0.027402877807617188 || Total time:27.46665048599243 Iteration: 190 || Clusters count: 20 || Log posterior: -254414.5600546822 || Iter Time:0.021619796752929688 || Total time:27.48827028274536 Iteration: 191 || Clusters count: 20 || Log posterior: -254412.0622325538 || Iter Time:0.021023035049438477 || Total time:27.5092933177948 Iteration: 192 || Clusters count: 20 || Log posterior: -254416.80965655117 || Iter Time:0.028416872024536133 || Total time:27.537710189819336 Iteration: 193 || Clusters count: 20 || Log posterior: -254416.8296754794 || Iter Time:0.025292158126831055 || Total time:27.563002347946167 Iteration: 194 || Clusters count: 20 || Log posterior: -254420.9189103095 || Iter Time:0.023112058639526367 || Total time:27.586114406585693 Iteration: 195 || Clusters count: 20 || Log posterior: -254410.68700989455 || Iter Time:0.024971961975097656 || Total time:27.61108636856079 Iteration: 196 || Clusters count: 20 || Log posterior: -254409.4535170127 || Iter Time:0.021859169006347656 || Total time:27.63294553756714 Iteration: 197 || Clusters count: 20 || Log posterior: -254413.7431163142 || Iter Time:0.024922847747802734 || Total time:27.65786838531494 Iteration: 198 || Clusters count: 20 || Log posterior: -254413.7431163142 || Iter Time:0.021765947341918945 || Total time:27.67963433265686 Iteration: 199 || Clusters count: 20 || Log posterior: -254410.9427995839 || Iter Time:0.02196192741394043 || Total time:27.7015962600708 Iteration: 200 || Clusters count: 20 || Log posterior: -254410.9427995839 || Iter Time:0.02541804313659668 || Total time:27.727014303207397 Iteration: 201 || Clusters count: 20 || Log posterior: -254409.56757692463 || Iter Time:0.022672176361083984 || Total time:27.74968647956848 Iteration: 202 || Clusters count: 20 || Log posterior: -254411.1759511859 || Iter Time:0.02182292938232422 || Total time:27.771509408950806 Iteration: 203 || Clusters count: 20 || Log posterior: -254413.067633235 || Iter Time:0.024688005447387695 || Total time:27.796197414398193 Iteration: 204 || Clusters count: 20 || Log posterior: -254412.40944406774 || Iter Time:0.025536060333251953 || Total time:27.821733474731445 Iteration: 205 || Clusters count: 20 || Log posterior: -254411.745361116 || Iter Time:0.028584957122802734 || Total time:27.850318431854248 Iteration: 206 || Clusters count: 20 || Log posterior: -254413.41369490235 || Iter Time:0.025794029235839844 || Total time:27.876112461090088 Iteration: 207 || Clusters count: 20 || Log posterior: -254413.41369490235 || Iter Time:0.025599956512451172 || Total time:27.90171241760254 Iteration: 208 || Clusters count: 20 || Log posterior: -254421.26030455355 || Iter Time:0.028299808502197266 || Total time:27.930012226104736 Iteration: 209 || Clusters count: 20 || Log posterior: -254409.4535170127 || Iter Time:0.022355079650878906 || Total time:27.952367305755615 NMI: 0.7759591325974338 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m30.6s [30397, 38518, 18737, 119227, 21291, 13101, 182764, 36690, 209196, 10034, 6, 22749, 94656, 38096, 19548, 85195, 10182, 14793, 18571, 16249] Loading and distributing data: 0.000185 seconds (128 allocations: 12.977 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7316.390504228379 || Iter Time:5.185486078262329 || Total time:5.185486078262329 Iteration: 1 || Clusters count: 1 || Log posterior: -7316.390504228379 || Iter Time:0.0020639896392822266 || Total time:5.187550067901611 Iteration: 2 || Clusters count: 1 || Log posterior: -7316.390504228379 || Iter Time:0.0015850067138671875 || Total time:5.1891350746154785 Iteration: 3 || Clusters count: 1 || Log posterior: -7316.390504228379 || Iter Time:0.0014829635620117188 || Total time:5.19061803817749 Iteration: 4 || Clusters count: 1 || Log posterior: -7316.390504228379 || Iter Time:0.0014770030975341797 || Total time:5.192095041275024 Iteration: 5 || Clusters count: 1 || Log posterior: -7316.390504228379 || Iter Time:0.0014829635620117188 || Total time:5.193578004837036 Iteration: 6 || Clusters count: 1 || Log posterior: -7316.390504228379 || Iter Time:0.0014529228210449219 || Total time:5.195030927658081 Iteration: 7 || Clusters count: 1 || Log posterior: -7316.390504228379 || Iter Time:0.0014569759368896484 || Total time:5.196487903594971 Iteration: 8 || Clusters count: 2 || Log posterior: -6815.50390707952 || Iter Time:0.14708900451660156 || Total time:5.343576908111572 Iteration: 9 || Clusters count: 2 || Log posterior: -6804.384179705011 || Iter Time:0.00189208984375 || Total time:5.345468997955322 Iteration: 10 || Clusters count: 2 || Log posterior: -6811.691020903332 || Iter Time:0.0017228126525878906 || Total time:5.34719181060791 Iteration: 11 || Clusters count: 2 || Log posterior: -6816.327750430614 || Iter Time:0.001737833023071289 || Total time:5.3489296436309814 Iteration: 12 || Clusters count: 2 || Log posterior: -6808.132522812373 || Iter Time:0.001725912094116211 || Total time:5.350655555725098 Iteration: 13 || Clusters count: 2 || Log posterior: -6805.8846139565585 || Iter Time:0.0017161369323730469 || Total time:5.352371692657471 Iteration: 14 || Clusters count: 2 || Log posterior: -6812.336650383581 || Iter Time:0.0017261505126953125 || Total time:5.354097843170166 Iteration: 15 || Clusters count: 2 || Log posterior: -6808.31223113251 || Iter Time:0.0017750263214111328 || Total time:5.355872869491577 Iteration: 16 || Clusters count: 2 || Log posterior: -6805.280500234355 || Iter Time:0.001867055892944336 || Total time:5.3577399253845215 Iteration: 17 || Clusters count: 2 || Log posterior: -6807.991620561237 || Iter Time:0.0017781257629394531 || Total time:5.359518051147461 Iteration: 18 || Clusters count: 4 || Log posterior: -6647.930514223889 || Iter Time:0.004966020584106445 || Total time:5.364484071731567 Iteration: 19 || Clusters count: 4 || Log posterior: -6627.416042618845 || Iter Time:0.0024929046630859375 || Total time:5.366976976394653 Iteration: 20 || Clusters count: 4 || Log posterior: -6552.898070095159 || Iter Time:0.0024139881134033203 || Total time:5.369390964508057 Iteration: 21 || Clusters count: 4 || Log posterior: -6598.82378688576 || Iter Time:0.002440214157104492 || Total time:5.371831178665161 Iteration: 22 || Clusters count: 4 || Log posterior: -6574.876228415178 || Iter Time:0.0023720264434814453 || Total time:5.374203205108643 Iteration: 23 || Clusters count: 4 || Log posterior: -6596.477073133203 || Iter Time:0.0023870468139648438 || Total time:5.376590251922607 Iteration: 24 || Clusters count: 4 || Log posterior: -6585.06815531953 || Iter Time:0.002331972122192383 || Total time:5.3789222240448 Iteration: 25 || Clusters count: 4 || Log posterior: -6579.366376335231 || Iter Time:0.0023670196533203125 || Total time:5.38128924369812 Iteration: 26 || Clusters count: 4 || Log posterior: -6610.735037528297 || Iter Time:0.002471923828125 || Total time:5.383761167526245 Iteration: 27 || Clusters count: 4 || Log posterior: -6590.474279098869 || Iter Time:0.0023758411407470703 || Total time:5.386137008666992 Iteration: 28 || Clusters count: 7 || Log posterior: -6387.303181380252 || Iter Time:0.006963968276977539 || Total time:5.39310097694397 Iteration: 29 || Clusters count: 7 || Log posterior: -6350.23020445467 || Iter Time:0.003515958786010742 || Total time:5.3966169357299805 Iteration: 30 || Clusters count: 7 || Log posterior: -6256.95735785308 || Iter Time:1.1143457889556885 || Total time:6.510962724685669 false [4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7] [4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7] Loading and distributing data: 0.000162 seconds (128 allocations: 12.977 KiB) Iteration: 31 || Clusters count: 8 || Log posterior: -5943.302326323699 || Iter Time:0.02787494659423828 || Total time:6.538837671279907 Iteration: 32 || Clusters count: 8 || Log posterior: -5772.044409629222 || Iter Time:0.006762981414794922 || Total time:6.545600652694702 Loading and distributing data: 0.000105 seconds (128 allocations: 12.977 KiB) Iteration: 33 || Clusters count: 8 || Log posterior: -4897.78672548524 || Iter Time:0.0038399696350097656 || Total time:6.549440622329712 Iteration: 34 || Clusters count: 8 || Log posterior: -4837.17457868663 || Iter Time:0.006838083267211914 || Total time:6.556278705596924 Loading and distributing data: 0.000096 seconds (128 allocations: 12.977 KiB) Iteration: 35 || Clusters count: 8 || Log posterior: -4631.11023593089 || Iter Time:0.0035190582275390625 || Total time:6.559797763824463 Iteration: 36 || Clusters count: 8 || Log posterior: -4564.6453275190215 || Iter Time:0.006885051727294922 || Total time:6.566682815551758 Loading and distributing data: 0.000102 seconds (128 allocations: 12.977 KiB) Iteration: 37 || Clusters count: 8 || Log posterior: -4620.023242722054 || Iter Time:0.003823995590209961 || Total time:6.570506811141968 Iteration: 38 || Clusters count: 8 || Log posterior: -4567.555904856548 || Iter Time:0.007044076919555664 || Total time:6.577550888061523 Loading and distributing data: 0.000103 seconds (128 allocations: 12.977 KiB) Iteration: 39 || Clusters count: 8 || Log posterior: -4617.18497695853 || Iter Time:0.003977060317993164 || Total time:6.581527948379517 Iteration: 40 || Clusters count: 8 || Log posterior: -4553.666813499414 || Iter Time:0.007624149322509766 || Total time:6.589152097702026 Loading and distributing data: 0.000123 seconds (128 allocations: 12.977 KiB) Iteration: 41 || Clusters count: 9 || Log posterior: -4596.155399727767 || Iter Time:0.005678892135620117 || Total time:6.5948309898376465 Iteration: 42 || Clusters count: 9 || Log posterior: -4511.834028070117 || Iter Time:0.008108139038085938 || Total time:6.602939128875732 Loading and distributing data: 0.000111 seconds (128 allocations: 12.977 KiB) Iteration: 43 || Clusters count: 9 || Log posterior: -4553.939695385542 || Iter Time:0.004769086837768555 || Total time:6.607708215713501 Iteration: 44 || Clusters count: 9 || Log posterior: -4447.792538005028 || Iter Time:0.09081912040710449 || Total time:6.6985273361206055 Loading and distributing data: 0.000117 seconds (128 allocations: 12.977 KiB) Iteration: 45 || Clusters count: 10 || Log posterior: -4363.343974823461 || Iter Time:0.006337881088256836 || Total time:6.704865217208862 Iteration: 46 || Clusters count: 10 || Log posterior: -4281.655970963086 || Iter Time:0.009601116180419922 || Total time:6.714466333389282 Loading and distributing data: 0.000109 seconds (128 allocations: 12.977 KiB) Iteration: 47 || Clusters count: 10 || Log posterior: -4286.795856421524 || Iter Time:0.005854129791259766 || Total time:6.720320463180542 Iteration: 48 || Clusters count: 10 || Log posterior: -4232.972851908226 || Iter Time:0.009894132614135742 || Total time:6.730214595794678 Loading and distributing data: 0.000106 seconds (128 allocations: 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time:6.903451919555664 Iteration: 66 || Clusters count: 14 || Log posterior: -3938.746418808905 || Iter Time:0.014844894409179688 || Total time:6.918296813964844 Loading and distributing data: 0.000115 seconds (128 allocations: 12.977 KiB) Iteration: 67 || Clusters count: 14 || Log posterior: -3891.7590947993517 || Iter Time:0.009968042373657227 || Total time:6.928264856338501 Iteration: 68 || Clusters count: 14 || Log posterior: -3863.229704435617 || Iter Time:0.015035867691040039 || Total time:6.943300724029541 Loading and distributing data: 0.000123 seconds (128 allocations: 12.977 KiB) Iteration: 69 || Clusters count: 14 || Log posterior: -3808.3233263386064 || Iter Time:0.012262105941772461 || Total time:6.9555628299713135 Iteration: 70 || Clusters count: 14 || Log posterior: -3789.26927771474 || Iter Time:0.017142057418823242 || Total time:6.972704887390137 Loading and distributing data: 0.000129 seconds (128 allocations: 12.977 KiB) Iteration: 71 || Clusters count: 14 || Log posterior: -3772.8623551229853 || Iter Time:0.012531042098999023 || Total time:6.985235929489136 Iteration: 72 || Clusters count: 14 || Log posterior: -3758.2303018318726 || Iter Time:0.017805099487304688 || Total time:7.00304102897644 Loading and distributing data: 0.000122 seconds (128 allocations: 12.977 KiB) Iteration: 73 || Clusters count: 14 || Log posterior: -3808.3666470497956 || Iter Time:0.012480974197387695 || Total time:7.015522003173828 Iteration: 74 || Clusters count: 14 || Log posterior: -3789.488026571147 || Iter Time:0.01644301414489746 || Total time:7.031965017318726 Loading and distributing data: 0.000111 seconds (128 allocations: 12.977 KiB) Iteration: 75 || Clusters count: 14 || Log posterior: -3824.573145626447 || Iter Time:0.01242208480834961 || Total time:7.044387102127075 Iteration: 76 || Clusters count: 14 || Log posterior: -3810.907010764256 || Iter Time:0.01768016815185547 || Total time:7.062067270278931 Loading and distributing data: 0.000120 seconds (128 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posterior: -3775.5403823524443 || Iter Time:0.016554832458496094 || Total time:7.303164958953857 Loading and distributing data: 0.000108 seconds (128 allocations: 12.977 KiB) Iteration: 89 || Clusters count: 16 || Log posterior: -3786.8848875180374 || Iter Time:0.012067079544067383 || Total time:7.315232038497925 Iteration: 90 || Clusters count: 16 || Log posterior: -3772.601824198162 || Iter Time:0.0174710750579834 || Total time:7.332703113555908 Loading and distributing data: 0.000112 seconds (128 allocations: 12.977 KiB) Iteration: 91 || Clusters count: 16 || Log posterior: -3766.759219812936 || Iter Time:0.014166116714477539 || Total time:7.346869230270386 Iteration: 92 || Clusters count: 16 || Log posterior: -3750.227169539641 || Iter Time:0.019156932830810547 || Total time:7.366026163101196 Loading and distributing data: 0.000125 seconds (128 allocations: 12.977 KiB) Iteration: 93 || Clusters count: 16 || Log posterior: -3695.862240890103 || Iter Time:0.014197111129760742 || 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|| Log posterior: -3741.1976413110237 || Iter Time:0.020650148391723633 || Total time:7.805652618408203 Loading and distributing data: 0.000118 seconds (128 allocations: 12.977 KiB) Iteration: 117 || Clusters count: 16 || Log posterior: -3764.3962184304582 || Iter Time:0.014439821243286133 || Total time:7.820092439651489 Iteration: 118 || Clusters count: 16 || Log posterior: -3733.9114878574946 || Iter Time:0.01952505111694336 || Total time:7.839617490768433 Loading and distributing data: 0.000118 seconds (128 allocations: 12.977 KiB) Iteration: 119 || Clusters count: 16 || Log posterior: -3735.0003463633 || Iter Time:0.014292001724243164 || Total time:7.853909492492676 Iteration: 120 || Clusters count: 16 || Log posterior: -3719.1934620742127 || Iter Time:0.019765853881835938 || Total time:7.873675346374512 Loading and distributing data: 0.000114 seconds (128 allocations: 12.977 KiB) Iteration: 121 || Clusters count: 16 || Log posterior: -3741.3269032064886 || Iter 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Iteration: 255 || Clusters count: 16 || Log posterior: -3729.5810664732444 || Iter Time:0.01509714126586914 || Total time:10.393867015838623 Iteration: 256 || Clusters count: 16 || Log posterior: -3720.1738886020416 || Iter Time:0.014580011367797852 || Total time:10.408447027206421 Loading and distributing data: 0.000107 seconds (128 allocations: 12.977 KiB) Iteration: 257 || Clusters count: 16 || Log posterior: -3721.3659736022396 || Iter Time:0.009987831115722656 || Total time:10.418434858322144 Iteration: 258 || Clusters count: 16 || Log posterior: -3689.4624063358788 || Iter Time:0.012978076934814453 || Total time:10.431412935256958 Loading and distributing data: 0.000111 seconds (128 allocations: 12.977 KiB) Iteration: 259 || Clusters count: 16 || Log posterior: -3734.97768368575 || Iter Time:0.01329493522644043 || Total time:10.444707870483398 Iteration: 260 || Clusters count: 16 || Log posterior: -3718.721275753535 || Iter Time:0.02008986473083496 || Total 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Iteration: 277 || Clusters count: 16 || Log posterior: -3739.540275848748 || Iter Time:0.016387939453125 || Total time:10.787957668304443 Iteration: 278 || Clusters count: 16 || Log posterior: -3720.527113255637 || Iter Time:0.020154953002929688 || Total time:10.808112621307373 Loading and distributing data: 0.000115 seconds (128 allocations: 12.977 KiB) Iteration: 279 || Clusters count: 16 || Log posterior: -3776.551652935824 || Iter Time:0.016933917999267578 || Total time:10.82504653930664 Iteration: 280 || Clusters count: 16 || Log posterior: -3749.5783770822795 || Iter Time:0.022170066833496094 || Total time:10.847216606140137 Loading and distributing data: 0.000130 seconds (128 allocations: 12.977 KiB) Iteration: 281 || Clusters count: 16 || Log posterior: -3762.9814448676516 || Iter Time:0.024545907974243164 || Total time:10.87176251411438 Iteration: 282 || Clusters count: 16 || Log posterior: -3746.4408673194102 || Iter Time:0.020941972732543945 || Total time:10.892704486846924 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Iteration: 349 || Clusters count: 16 || Log posterior: -3786.0606220433506 || Iter Time:0.01630711555480957 || Total time:12.159422874450684 Iteration: 350 || Clusters count: 16 || Log posterior: -3759.453077876255 || Iter Time:0.0201570987701416 || Total time:12.179579973220825 Loading and distributing data: 0.000114 seconds (129 allocations: 12.992 KiB) Iteration: 351 || Clusters count: 16 || Log posterior: -3780.8448948406476 || Iter Time:0.015977144241333008 || Total time:12.195557117462158 Iteration: 352 || Clusters count: 16 || Log posterior: -3751.2051339630602 || Iter Time:0.03746509552001953 || Total time:12.233022212982178 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 353 || Clusters count: 16 || Log posterior: -3762.436979960169 || Iter Time:0.016117095947265625 || Total time:12.249139308929443 Iteration: 354 || Clusters count: 16 || Log posterior: -3732.6480011328895 || Iter Time:0.020956039428710938 || Total 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Iteration: 515 || Clusters count: 16 || Log posterior: -3764.8586339065964 || Iter Time:0.018886089324951172 || Total time:15.359611749649048 Iteration: 516 || Clusters count: 16 || Log posterior: -3761.0595089781314 || Iter Time:0.021309852600097656 || Total time:15.380921602249146 Loading and distributing data: 0.000114 seconds (129 allocations: 12.992 KiB) Iteration: 517 || Clusters count: 16 || Log posterior: -3750.28744400173 || Iter Time:0.01647210121154785 || Total time:15.397393703460693 Iteration: 518 || Clusters count: 16 || Log posterior: -3736.936563805093 || Iter Time:0.020676136016845703 || Total time:15.418069839477539 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 519 || Clusters count: 16 || Log posterior: -3752.539443146229 || Iter Time:0.015996932983398438 || Total time:15.434066772460938 Iteration: 520 || Clusters count: 16 || Log posterior: -3729.3478937372147 || Iter Time:0.02163982391357422 || Total 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Iteration: 537 || Clusters count: 16 || Log posterior: -3753.171700706022 || Iter Time:0.014535188674926758 || Total time:15.7769136428833 Iteration: 538 || Clusters count: 16 || Log posterior: -3735.351990118002 || Iter Time:0.01948690414428711 || Total time:15.796400547027588 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 539 || Clusters count: 16 || Log posterior: -3720.7237538976497 || Iter Time:0.014886856079101562 || Total time:15.81128740310669 Iteration: 540 || Clusters count: 16 || Log posterior: -3706.6560916347435 || Iter Time:0.019575834274291992 || Total time:15.830863237380981 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 541 || Clusters count: 16 || Log posterior: -3702.9231224921327 || Iter Time:0.015231132507324219 || Total time:15.846094369888306 Iteration: 542 || Clusters count: 16 || Log posterior: -3695.8866670347647 || Iter Time:0.02005791664123535 || Total time:15.866152286529541 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|| Log posterior: -3748.4443464559117 || Iter Time:0.021613121032714844 || Total time:16.949187994003296 Loading and distributing data: 0.000144 seconds (129 allocations: 12.992 KiB) Iteration: 599 || Clusters count: 16 || Log posterior: -3780.259077029424 || Iter Time:0.0160980224609375 || Total time:16.965286016464233 Iteration: 600 || Clusters count: 16 || Log posterior: -3769.5685213460956 || Iter Time:0.022480010986328125 || Total time:16.98776602745056 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 601 || Clusters count: 16 || Log posterior: -3744.6410409390296 || Iter Time:0.016568899154663086 || Total time:17.004334926605225 Iteration: 602 || Clusters count: 16 || Log posterior: -3730.057085261373 || Iter Time:0.01931905746459961 || Total time:17.023653984069824 Loading and distributing data: 0.000114 seconds (129 allocations: 12.992 KiB) Iteration: 603 || Clusters count: 16 || Log posterior: -3748.0598150194473 || Iter 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Iteration: 609 || Clusters count: 16 || Log posterior: -3770.4039378816474 || Iter Time:0.014760971069335938 || Total time:17.16213870048523 Iteration: 610 || Clusters count: 16 || Log posterior: -3756.482118184579 || Iter Time:0.019648075103759766 || Total time:17.18178677558899 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 611 || Clusters count: 16 || Log posterior: -3785.5394930492353 || Iter Time:0.015711069107055664 || Total time:17.197497844696045 Iteration: 612 || Clusters count: 16 || Log posterior: -3762.61660982433 || Iter Time:0.021200895309448242 || Total time:17.218698740005493 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 613 || Clusters count: 16 || Log posterior: -3754.401295690685 || Iter Time:0.017479896545410156 || Total time:17.236178636550903 Iteration: 614 || Clusters count: 16 || Log posterior: -3738.5271946260896 || Iter Time:0.019829988479614258 || Total 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Iteration: 631 || Clusters count: 16 || Log posterior: -3809.0956265270715 || Iter Time:0.013899803161621094 || Total time:17.560043573379517 Iteration: 632 || Clusters count: 16 || Log posterior: -3779.166769673291 || Iter Time:0.019266128540039062 || Total time:17.579309701919556 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 633 || Clusters count: 16 || Log posterior: -3744.481277246915 || Iter Time:0.033241987228393555 || Total time:17.61255168914795 Iteration: 634 || Clusters count: 16 || Log posterior: -3740.1413406005777 || Iter Time:0.022171974182128906 || Total time:17.634723663330078 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 635 || Clusters count: 16 || Log posterior: -3700.98455638956 || Iter Time:0.018160104751586914 || Total time:17.652883768081665 Iteration: 636 || Clusters count: 16 || Log posterior: -3684.685818839885 || Iter Time:0.022150039672851562 || Total 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Iteration: 653 || Clusters count: 16 || Log posterior: -3686.0236463877673 || Iter Time:0.01728081703186035 || Total time:17.99638342857361 Iteration: 654 || Clusters count: 16 || Log posterior: -3667.3615406477334 || Iter Time:0.023376941680908203 || Total time:18.019760370254517 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 655 || Clusters count: 16 || Log posterior: -3743.472751800154 || Iter Time:0.017518043518066406 || Total time:18.037278413772583 Iteration: 656 || Clusters count: 16 || Log posterior: -3681.171105850828 || Iter Time:0.020732879638671875 || Total time:18.058011293411255 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 657 || Clusters count: 16 || Log posterior: -3795.7588318051526 || Iter Time:0.03576493263244629 || Total time:18.0937762260437 Iteration: 658 || Clusters count: 16 || Log posterior: -3770.21309122252 || Iter Time:0.021312952041625977 || Total time:18.115089178085327 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Iteration: 725 || Clusters count: 16 || Log posterior: -3738.428402153979 || Iter Time:0.015501976013183594 || Total time:19.348028421401978 Iteration: 726 || Clusters count: 16 || Log posterior: -3717.4015673099607 || Iter Time:0.019366025924682617 || Total time:19.36739444732666 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 727 || Clusters count: 16 || Log posterior: -3729.7608877351117 || Iter Time:0.014734983444213867 || Total time:19.382129430770874 Iteration: 728 || Clusters count: 16 || Log posterior: -3722.2020186380537 || Iter Time:0.019026994705200195 || Total time:19.401156425476074 Loading and distributing data: 0.000112 seconds (129 allocations: 12.992 KiB) Iteration: 729 || Clusters count: 16 || Log posterior: -3786.1984481012005 || Iter Time:0.014477014541625977 || Total time:19.4156334400177 Iteration: 730 || Clusters count: 16 || Log posterior: -3760.388305578658 || Iter Time:0.01961803436279297 || Total 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Iteration: 819 || Clusters count: 17 || Log posterior: -3780.2118511919944 || Iter Time:0.00985097885131836 || Total time:20.833643198013306 Iteration: 820 || Clusters count: 16 || Log posterior: -3751.9764972655444 || Iter Time:0.017633914947509766 || Total time:20.851277112960815 Loading and distributing data: 0.000110 seconds (129 allocations: 12.992 KiB) Iteration: 821 || Clusters count: 16 || Log posterior: -3799.5133301090523 || Iter Time:0.009516000747680664 || Total time:20.860793113708496 Iteration: 822 || Clusters count: 16 || Log posterior: -3772.1265288164086 || Iter Time:0.013222932815551758 || Total time:20.874016046524048 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 823 || Clusters count: 16 || Log posterior: -3787.6414687682823 || Iter Time:0.010816097259521484 || Total time:20.88483214378357 Iteration: 824 || Clusters count: 16 || Log posterior: -3754.810987385481 || Iter Time:0.013123035430908203 || Total 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Iteration: 841 || Clusters count: 16 || Log posterior: -3753.767038654619 || Iter Time:0.013238906860351562 || Total time:21.11004948616028 Iteration: 842 || Clusters count: 16 || Log posterior: -3725.501874721363 || Iter Time:0.020921945571899414 || Total time:21.130971431732178 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 843 || Clusters count: 16 || Log posterior: -3768.076287307286 || Iter Time:0.01725912094116211 || Total time:21.14823055267334 Iteration: 844 || Clusters count: 16 || Log posterior: -3735.257633506854 || Iter Time:0.021386146545410156 || Total time:21.16961669921875 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 845 || Clusters count: 16 || Log posterior: -3753.0901691963372 || Iter Time:0.017019987106323242 || Total time:21.186636686325073 Iteration: 846 || Clusters count: 16 || Log posterior: -3722.670070967097 || Iter Time:0.02110600471496582 || Total time:21.20774269104004 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-3762.7263989523644 || Iter Time:0.020486116409301758 || Total time:22.53914475440979 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 925 || Clusters count: 16 || Log posterior: -3798.553906482257 || Iter Time:0.016693830490112305 || Total time:22.555838584899902 Iteration: 926 || Clusters count: 16 || Log posterior: -3752.440032301601 || Iter Time:0.02151799201965332 || Total time:22.577356576919556 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 927 || Clusters count: 16 || Log posterior: -3767.29680444834 || Iter Time:0.01709890365600586 || Total time:22.59445548057556 Iteration: 928 || Clusters count: 16 || Log posterior: -3729.058188560295 || Iter Time:0.02105402946472168 || Total time:22.615509510040283 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 929 || Clusters count: 16 || Log posterior: -3722.1331573310144 || Iter Time:0.016994953155517578 || Total 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Iteration: 985 || Clusters count: 16 || Log posterior: -3748.6815423111425 || Iter Time:0.015656232833862305 || Total time:23.720128059387207 Iteration: 986 || Clusters count: 16 || Log posterior: -3727.095411622696 || Iter Time:0.020420074462890625 || Total time:23.740548133850098 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 987 || Clusters count: 16 || Log posterior: -3794.38425845536 || Iter Time:0.03393888473510742 || Total time:23.774487018585205 Iteration: 988 || Clusters count: 16 || Log posterior: -3766.5073675382123 || Iter Time:0.01995396614074707 || Total time:23.794440984725952 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 989 || Clusters count: 16 || Log posterior: -3793.348347212343 || Iter Time:0.015037059783935547 || Total time:23.809478044509888 Iteration: 990 || Clusters count: 16 || Log posterior: -3779.8927234863913 || Iter Time:0.020025014877319336 || Total 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Iteration: 1007 || Clusters count: 16 || Log posterior: -3738.5801051119006 || Iter Time:0.016111135482788086 || Total time:24.148733854293823 Iteration: 1008 || Clusters count: 16 || Log posterior: -3698.510475100227 || Iter Time:0.021481037139892578 || Total time:24.170214891433716 Loading and distributing data: 0.000111 seconds (129 allocations: 12.992 KiB) Iteration: 1009 || Clusters count: 16 || Log posterior: -3749.242276584468 || Iter Time:0.016048908233642578 || Total time:24.18626379966736 Iteration: 1010 || Clusters count: 16 || Log posterior: -3696.1807798772325 || Iter Time:0.02060985565185547 || Total time:24.206873655319214 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1011 || Clusters count: 16 || Log posterior: -3778.9674575097642 || Iter Time:0.015856027603149414 || Total time:24.222729682922363 Iteration: 1012 || Clusters count: 16 || Log posterior: -3757.998668531799 || Iter Time:0.020810842514038086 || Total 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Iteration: 1029 || Clusters count: 16 || Log posterior: -3700.403610759801 || Iter Time:0.01715397834777832 || Total time:24.57826566696167 Iteration: 1030 || Clusters count: 16 || Log posterior: -3687.8775405320744 || Iter Time:0.022238969802856445 || Total time:24.600504636764526 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1031 || Clusters count: 16 || Log posterior: -3768.4848126453335 || Iter Time:0.017547130584716797 || Total time:24.618051767349243 Iteration: 1032 || Clusters count: 16 || Log posterior: -3725.1411782690675 || Iter Time:0.02286696434020996 || Total time:24.640918731689453 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1033 || Clusters count: 16 || Log posterior: -3749.0835303533504 || Iter Time:0.01685500144958496 || Total time:24.657773733139038 Iteration: 1034 || Clusters count: 16 || Log posterior: -3730.6401017458497 || Iter Time:0.02149796485900879 || Total 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Iteration: 1051 || Clusters count: 16 || Log posterior: -3772.3687068386034 || Iter Time:0.013778209686279297 || Total time:25.00252604484558 Iteration: 1052 || Clusters count: 16 || Log posterior: -3755.7952516307023 || Iter Time:0.019798994064331055 || Total time:25.022325038909912 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1053 || Clusters count: 16 || Log posterior: -3792.371491193785 || Iter Time:0.015140056610107422 || Total time:25.03746509552002 Iteration: 1054 || Clusters count: 16 || Log posterior: -3764.6076982576733 || Iter Time:0.01940011978149414 || Total time:25.056865215301514 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1055 || Clusters count: 17 || Log posterior: -3797.6940987006215 || Iter Time:0.01650691032409668 || Total time:25.07337212562561 Iteration: 1056 || Clusters count: 17 || Log posterior: -3778.4583632456324 || Iter Time:0.021802902221679688 || Total 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-3796.827237680711 || Iter Time:0.019462108612060547 || Total time:25.643725872039795 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1085 || Clusters count: 16 || Log posterior: -3792.958385712083 || Iter Time:0.015269041061401367 || Total time:25.658994913101196 Iteration: 1086 || Clusters count: 16 || Log posterior: -3770.770992065966 || Iter Time:0.020819902420043945 || Total time:25.67981481552124 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1087 || Clusters count: 16 || Log posterior: -3772.422249719101 || Iter Time:0.01558995246887207 || Total time:25.695404767990112 Iteration: 1088 || Clusters count: 16 || Log posterior: -3745.647574250789 || Iter Time:0.019953012466430664 || Total time:25.715357780456543 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1089 || Clusters count: 16 || Log posterior: -3754.0387469842426 || Iter Time:0.015035867691040039 || 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Iteration: 1233 || Clusters count: 17 || Log posterior: -3769.00077753227 || Iter Time:0.015583038330078125 || Total time:28.333398818969727 Iteration: 1234 || Clusters count: 16 || Log posterior: -3736.0885905760506 || Iter Time:0.018823862075805664 || Total time:28.352222681045532 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1235 || Clusters count: 16 || Log posterior: -3748.894664326501 || Iter Time:0.01419210433959961 || Total time:28.366414785385132 Iteration: 1236 || Clusters count: 16 || Log posterior: -3725.569554041751 || Iter Time:0.018622159957885742 || Total time:28.385036945343018 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1237 || Clusters count: 16 || Log posterior: -3751.472083368839 || Iter Time:0.014158010482788086 || Total time:28.399194955825806 Iteration: 1238 || Clusters count: 16 || Log posterior: -3722.7937959810215 || Iter Time:0.019497156143188477 || Total 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|| Log posterior: -3721.7889857591726 || Iter Time:0.0211639404296875 || Total time:28.525525093078613 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1245 || Clusters count: 16 || Log posterior: -3771.5020165260516 || Iter Time:0.01655292510986328 || Total time:28.542078018188477 Iteration: 1246 || Clusters count: 16 || Log posterior: -3758.8000379728437 || Iter Time:0.04135489463806152 || Total time:28.583432912826538 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1247 || Clusters count: 16 || Log posterior: -3759.2624120460755 || Iter Time:0.01604008674621582 || Total time:28.599472999572754 Iteration: 1248 || Clusters count: 16 || Log posterior: -3744.460165647126 || Iter Time:0.022338151931762695 || Total time:28.621811151504517 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1249 || Clusters count: 16 || Log posterior: -3776.2455012851815 || Iter 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KiB) Iteration: 1255 || Clusters count: 16 || Log posterior: -3762.993520669456 || Iter Time:0.01911306381225586 || Total time:28.756824493408203 Iteration: 1256 || Clusters count: 16 || Log posterior: -3750.254354902987 || Iter Time:0.02093982696533203 || Total time:28.777764320373535 Loading and distributing data: 0.000113 seconds (129 allocations: 12.992 KiB) Iteration: 1257 || Clusters count: 16 || Log posterior: -3771.4558414335884 || Iter Time:0.01634502410888672 || Total time:28.794109344482422 Iteration: 1258 || Clusters count: 16 || Log posterior: -3748.720041823966 || Iter Time:0.021387100219726562 || Total time:28.81549644470215 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1259 || Clusters count: 16 || Log posterior: -3770.4277846162004 || Iter Time:0.015853166580200195 || Total time:28.83134961128235 Iteration: 1260 || Clusters count: 16 || Log posterior: -3728.836930495756 || Iter Time:0.02141880989074707 || Total 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Iteration: 1299 || Clusters count: 16 || Log posterior: -3798.8291342603793 || Iter Time:0.03625798225402832 || Total time:29.617545127868652 Iteration: 1300 || Clusters count: 16 || Log posterior: -3780.876701382747 || Iter Time:0.019601106643676758 || Total time:29.63714623451233 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 1301 || Clusters count: 16 || Log posterior: -3775.59058734607 || Iter Time:0.015352964401245117 || Total time:29.652499198913574 Iteration: 1302 || Clusters count: 16 || Log posterior: -3770.5723435601444 || Iter Time:0.019908905029296875 || Total time:29.67240810394287 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1303 || Clusters count: 16 || Log posterior: -3776.754030306904 || Iter Time:0.014695167541503906 || Total time:29.687103271484375 Iteration: 1304 || Clusters count: 16 || Log posterior: -3759.2442971966607 || Iter Time:0.020273923873901367 || Total 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|| Log posterior: -3758.9658071656236 || Iter Time:0.02172398567199707 || Total time:29.822552919387817 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1311 || Clusters count: 16 || Log posterior: -3765.810797059364 || Iter Time:0.01673102378845215 || Total time:29.83928394317627 Iteration: 1312 || Clusters count: 16 || Log posterior: -3739.7993157984138 || Iter Time:0.02045607566833496 || Total time:29.859740018844604 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1313 || Clusters count: 16 || Log posterior: -3748.990519222968 || Iter Time:0.01630091667175293 || Total time:29.876040935516357 Iteration: 1314 || Clusters count: 16 || Log posterior: -3719.635317009713 || Iter Time:0.021697044372558594 || Total time:29.897737979888916 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1315 || Clusters count: 16 || Log posterior: -3752.084440371607 || Iter 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Iteration: 1321 || Clusters count: 17 || Log posterior: -3717.432041899974 || Iter Time:0.016426801681518555 || Total time:30.033496856689453 Iteration: 1322 || Clusters count: 16 || Log posterior: -3706.5852578164613 || Iter Time:0.02094292640686035 || Total time:30.054439783096313 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1323 || Clusters count: 16 || Log posterior: -3776.3898756710782 || Iter Time:0.015535831451416016 || Total time:30.06997561454773 Iteration: 1324 || Clusters count: 16 || Log posterior: -3757.9458803765147 || Iter Time:0.021086931228637695 || Total time:30.091062545776367 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1325 || Clusters count: 16 || Log posterior: -3770.9576984649284 || Iter Time:0.015516996383666992 || Total time:30.106579542160034 Iteration: 1326 || Clusters count: 16 || Log posterior: -3753.167879116847 || Iter Time:0.04363298416137695 || Total 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Iteration: 1343 || Clusters count: 16 || Log posterior: -3667.4979661783213 || Iter Time:0.01697707176208496 || Total time:30.467204570770264 Iteration: 1344 || Clusters count: 16 || Log posterior: -3655.742711812091 || Iter Time:0.021069049835205078 || Total time:30.48827362060547 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1345 || Clusters count: 16 || Log posterior: -3704.7752559208648 || Iter Time:0.01620006561279297 || Total time:30.50447368621826 Iteration: 1346 || Clusters count: 16 || Log posterior: -3671.6297691741947 || Iter Time:0.021430015563964844 || Total time:30.525903701782227 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1347 || Clusters count: 16 || Log posterior: -3748.232402782033 || Iter Time:0.01740407943725586 || Total time:30.543307781219482 Iteration: 1348 || Clusters count: 16 || Log posterior: -3732.0123749044924 || Iter Time:0.021008014678955078 || Total 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Iteration: 1365 || Clusters count: 16 || Log posterior: -3713.219488094536 || Iter Time:0.016441822052001953 || Total time:30.914398908615112 Iteration: 1366 || Clusters count: 16 || Log posterior: -3692.0656936605833 || Iter Time:0.02118086814880371 || Total time:30.935579776763916 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 1367 || Clusters count: 16 || Log posterior: -3776.490344277714 || Iter Time:0.016386032104492188 || Total time:30.951965808868408 Iteration: 1368 || Clusters count: 16 || Log posterior: -3754.4071794402867 || Iter Time:0.019974946975708008 || Total time:30.971940755844116 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1369 || Clusters count: 16 || Log posterior: -3763.8978314419246 || Iter Time:0.014812946319580078 || Total time:30.986753702163696 Iteration: 1370 || Clusters count: 16 || Log posterior: -3741.264430675386 || Iter Time:0.020292997360229492 || Total 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Iteration: 1387 || Clusters count: 16 || Log posterior: -3762.7902973717287 || Iter Time:0.014943122863769531 || Total time:31.331366062164307 Iteration: 1388 || Clusters count: 16 || Log posterior: -3739.8824652379917 || Iter Time:0.019598007202148438 || Total time:31.350964069366455 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1389 || Clusters count: 16 || Log posterior: -3755.490189592223 || Iter Time:0.017507076263427734 || Total time:31.368471145629883 Iteration: 1390 || Clusters count: 16 || Log posterior: -3725.44249936657 || Iter Time:0.020968914031982422 || Total time:31.389440059661865 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 1391 || Clusters count: 16 || Log posterior: -3763.5771494154274 || Iter Time:0.018071889877319336 || Total time:31.407511949539185 Iteration: 1392 || Clusters count: 16 || Log posterior: -3740.5268527931403 || Iter Time:0.020750045776367188 || Total 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|| Log posterior: -3739.1372410804165 || Iter Time:0.01979994773864746 || Total time:31.53755021095276 Loading and distributing data: 0.000111 seconds (129 allocations: 12.992 KiB) Iteration: 1399 || Clusters count: 16 || Log posterior: -3745.3038673113206 || Iter Time:0.017416000366210938 || Total time:31.55496621131897 Iteration: 1400 || Clusters count: 16 || Log posterior: -3721.943170142795 || Iter Time:0.020802021026611328 || Total time:31.57576823234558 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1401 || Clusters count: 16 || Log posterior: -3764.384078988459 || Iter Time:0.015002012252807617 || Total time:31.59077024459839 Iteration: 1402 || Clusters count: 16 || Log posterior: -3743.470230035705 || Iter Time:0.019546031951904297 || Total time:31.610316276550293 Loading and distributing data: 0.000109 seconds (129 allocations: 12.992 KiB) Iteration: 1403 || Clusters count: 16 || Log posterior: -3792.0556438542117 || Iter 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KiB) Iteration: 1409 || Clusters count: 16 || Log posterior: -3744.058648827199 || Iter Time:0.015623092651367188 || Total time:31.732088327407837 Iteration: 1410 || Clusters count: 16 || Log posterior: -3712.629339218028 || Iter Time:0.04216504096984863 || Total time:31.774253368377686 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1411 || Clusters count: 16 || Log posterior: -3741.3129804091495 || Iter Time:0.015945911407470703 || Total time:31.790199279785156 Iteration: 1412 || Clusters count: 16 || Log posterior: -3710.8934304617533 || Iter Time:0.0203549861907959 || Total time:31.810554265975952 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1413 || Clusters count: 16 || Log posterior: -3728.4754134205077 || Iter Time:0.015182971954345703 || Total time:31.825737237930298 Iteration: 1414 || Clusters count: 16 || Log posterior: -3702.0380916569766 || Iter Time:0.020658016204833984 || Total 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Iteration: 1431 || Clusters count: 16 || Log posterior: -3744.6203733369452 || Iter Time:0.016766071319580078 || Total time:32.161293029785156 Iteration: 1432 || Clusters count: 16 || Log posterior: -3721.7411647373297 || Iter Time:0.021496057510375977 || Total time:32.18278908729553 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1433 || Clusters count: 16 || Log posterior: -3751.7813460130074 || Iter Time:0.01722097396850586 || Total time:32.20001006126404 Iteration: 1434 || Clusters count: 16 || Log posterior: -3714.9776496733257 || Iter Time:0.021548986434936523 || Total time:32.221559047698975 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 1435 || Clusters count: 16 || Log posterior: -3750.3653321070315 || Iter Time:0.01679205894470215 || Total time:32.23835110664368 Iteration: 1436 || Clusters count: 16 || Log posterior: -3721.1127634680306 || Iter Time:0.020704030990600586 || Total 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Iteration: 1453 || Clusters count: 16 || Log posterior: -3751.742204340522 || Iter Time:0.015993118286132812 || Total time:32.60611081123352 Iteration: 1454 || Clusters count: 16 || Log posterior: -3730.632733767333 || Iter Time:0.020714998245239258 || Total time:32.62682580947876 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1455 || Clusters count: 16 || Log posterior: -3741.5886909781493 || Iter Time:0.015558004379272461 || Total time:32.64238381385803 Iteration: 1456 || Clusters count: 16 || Log posterior: -3711.4978595821967 || Iter Time:0.019103050231933594 || Total time:32.661486864089966 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1457 || Clusters count: 16 || Log posterior: -3742.979274566654 || Iter Time:0.014847040176391602 || Total time:32.67633390426636 Iteration: 1458 || Clusters count: 16 || Log posterior: -3714.468803181338 || Iter Time:0.02150893211364746 || Total 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Iteration: 1475 || Clusters count: 16 || Log posterior: -3672.890594251663 || Iter Time:0.015881061553955078 || Total time:33.030556440353394 Iteration: 1476 || Clusters count: 16 || Log posterior: -3667.595640222764 || Iter Time:0.020222902297973633 || Total time:33.05077934265137 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1477 || Clusters count: 16 || Log posterior: -3702.814571391281 || Iter Time:0.015461921691894531 || Total time:33.06624126434326 Iteration: 1478 || Clusters count: 16 || Log posterior: -3687.217916031443 || Iter Time:0.020735979080200195 || Total time:33.08697724342346 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1479 || Clusters count: 16 || Log posterior: -3748.8894007127674 || Iter Time:0.01526498794555664 || Total time:33.10224223136902 Iteration: 1480 || Clusters count: 16 || Log posterior: -3728.139501697505 || Iter Time:0.01997089385986328 || Total 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|| Log posterior: -3740.5730347844997 || Iter Time:0.020364999771118164 || Total time:33.225342750549316 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1487 || Clusters count: 16 || Log posterior: -3723.9816003447254 || Iter Time:0.014522075653076172 || Total time:33.23986482620239 Iteration: 1488 || Clusters count: 16 || Log posterior: -3696.1650620187897 || Iter Time:0.018786907196044922 || Total time:33.25865173339844 Loading and distributing data: 0.000111 seconds (129 allocations: 12.992 KiB) Iteration: 1489 || Clusters count: 16 || Log posterior: -3755.135557837092 || Iter Time:0.013466835021972656 || Total time:33.27211856842041 Iteration: 1490 || Clusters count: 16 || Log posterior: -3726.098768364236 || Iter Time:0.03413701057434082 || Total time:33.30625557899475 Loading and distributing data: 0.000270 seconds (129 allocations: 12.992 KiB) Iteration: 1491 || Clusters count: 16 || Log posterior: -3788.849105354229 || Iter 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Iteration: 1497 || Clusters count: 16 || Log posterior: -3741.8298876950503 || Iter Time:0.016003847122192383 || Total time:33.481656551361084 Iteration: 1498 || Clusters count: 16 || Log posterior: -3712.064510983942 || Iter Time:0.020740032196044922 || Total time:33.50239658355713 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1499 || Clusters count: 16 || Log posterior: -3753.8952189320275 || Iter Time:0.018039941787719727 || Total time:33.52043652534485 Iteration: 1500 || Clusters count: 16 || Log posterior: -3744.9918402039843 || Iter Time:0.02170395851135254 || Total time:33.5421404838562 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1501 || Clusters count: 16 || Log posterior: -3757.6663513188514 || Iter Time:0.014555931091308594 || Total time:33.55669641494751 Iteration: 1502 || Clusters count: 16 || Log posterior: -3725.2350446831188 || Iter Time:0.020037174224853516 || Total 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|| Log posterior: -3779.1235098061334 || Iter Time:0.020411968231201172 || Total time:33.67950773239136 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1509 || Clusters count: 16 || Log posterior: -3792.427372682828 || Iter Time:0.017074108123779297 || Total time:33.69658184051514 Iteration: 1510 || Clusters count: 16 || Log posterior: -3766.790829035668 || Iter Time:0.021018028259277344 || Total time:33.717599868774414 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1511 || Clusters count: 16 || Log posterior: -3793.7312657457464 || Iter Time:0.016404151916503906 || Total time:33.73400402069092 Iteration: 1512 || Clusters count: 16 || Log posterior: -3755.243321858163 || Iter Time:0.02154088020324707 || Total time:33.755544900894165 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1513 || Clusters count: 16 || Log posterior: -3757.80750094618 || Iter 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Iteration: 1519 || Clusters count: 16 || Log posterior: -3670.627266619293 || Iter Time:0.017323970794677734 || Total time:33.890785217285156 Iteration: 1520 || Clusters count: 16 || Log posterior: -3656.002721694602 || Iter Time:0.021749019622802734 || Total time:33.91253423690796 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1521 || Clusters count: 16 || Log posterior: -3749.8704724303793 || Iter Time:0.016382932662963867 || Total time:33.92891716957092 Iteration: 1522 || Clusters count: 16 || Log posterior: -3707.599186954929 || Iter Time:0.022119998931884766 || Total time:33.95103716850281 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1523 || Clusters count: 16 || Log posterior: -3821.718726224642 || Iter Time:0.01595902442932129 || Total time:33.96699619293213 Iteration: 1524 || Clusters count: 16 || Log posterior: -3789.9103216733297 || Iter Time:0.04215502738952637 || Total 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|| Log posterior: -3691.9319871372873 || Iter Time:0.019318103790283203 || Total time:34.112030029296875 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 1531 || Clusters count: 16 || Log posterior: -3691.534104055166 || Iter Time:0.015556812286376953 || Total time:34.12758684158325 Iteration: 1532 || Clusters count: 16 || Log posterior: -3676.2394286703748 || Iter Time:0.01942610740661621 || Total time:34.14701294898987 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 1533 || Clusters count: 16 || Log posterior: -3689.58408729211 || Iter Time:0.015326976776123047 || Total time:34.16233992576599 Iteration: 1534 || Clusters count: 16 || Log posterior: -3678.0016088901307 || Iter Time:0.020071029663085938 || Total time:34.18241095542908 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1535 || Clusters count: 16 || Log posterior: -3669.137263374088 || Iter 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Iteration: 1541 || Clusters count: 16 || Log posterior: -3734.7440944234154 || Iter Time:0.016511917114257812 || Total time:34.31276893615723 Iteration: 1542 || Clusters count: 16 || Log posterior: -3709.578008147074 || Iter Time:0.02152085304260254 || Total time:34.33428978919983 Loading and distributing data: 0.000127 seconds (139 allocations: 13.305 KiB) Iteration: 1543 || Clusters count: 16 || Log posterior: -3749.074787818066 || Iter Time:0.016999006271362305 || Total time:34.35128879547119 Iteration: 1544 || Clusters count: 16 || Log posterior: -3741.7217836999193 || Iter Time:0.022082090377807617 || Total time:34.373370885849 Loading and distributing data: 0.000146 seconds (129 allocations: 12.992 KiB) Iteration: 1545 || Clusters count: 16 || Log posterior: -3760.097821174735 || Iter Time:0.017297029495239258 || Total time:34.39066791534424 Iteration: 1546 || Clusters count: 16 || Log posterior: -3740.121070556626 || Iter Time:0.022463083267211914 || Total time:34.41313099861145 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-3679.2390321594457 || Iter Time:0.04682302474975586 || Total time:34.561521768569946 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1553 || Clusters count: 16 || Log posterior: -3719.866655719907 || Iter Time:0.016142845153808594 || Total time:34.577664613723755 Iteration: 1554 || Clusters count: 16 || Log posterior: -3694.496866115874 || Iter Time:0.020015954971313477 || Total time:34.59768056869507 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1555 || Clusters count: 16 || Log posterior: -3759.702555034577 || Iter Time:0.014453887939453125 || Total time:34.61213445663452 Iteration: 1556 || Clusters count: 16 || Log posterior: -3743.8225897621683 || Iter Time:0.01883387565612793 || Total time:34.63096833229065 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1557 || Clusters count: 16 || Log posterior: -3701.1789367584834 || Iter Time:0.015339136123657227 || 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-3729.4575445884125 || Iter Time:0.019999980926513672 || Total time:34.94584608078003 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1575 || Clusters count: 16 || Log posterior: -3761.7724664215857 || Iter Time:0.015075922012329102 || Total time:34.96092200279236 Iteration: 1576 || Clusters count: 16 || Log posterior: -3738.288534247779 || Iter Time:0.020392179489135742 || Total time:34.981314182281494 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1577 || Clusters count: 16 || Log posterior: -3738.489667442843 || Iter Time:0.015622854232788086 || Total time:34.99693703651428 Iteration: 1578 || Clusters count: 16 || Log posterior: -3710.4699317122613 || Iter Time:0.021777868270874023 || Total time:35.018714904785156 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1579 || Clusters count: 17 || Log posterior: -3732.7671494830206 || Iter Time:0.015832901000976562 || 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Iteration: 1635 || Clusters count: 17 || Log posterior: -3691.9793199204173 || Iter Time:0.01699090003967285 || Total time:36.24834060668945 Iteration: 1636 || Clusters count: 17 || Log posterior: -3668.1078957291093 || Iter Time:0.04473996162414551 || Total time:36.2930805683136 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1637 || Clusters count: 17 || Log posterior: -3711.6259173160192 || Iter Time:0.01749706268310547 || Total time:36.310577630996704 Iteration: 1638 || Clusters count: 17 || Log posterior: -3686.7728395327013 || Iter Time:0.024712800979614258 || Total time:36.33529043197632 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1639 || Clusters count: 17 || Log posterior: -3745.25455966333 || Iter Time:0.01983809471130371 || Total time:36.35512852668762 Iteration: 1640 || Clusters count: 17 || Log posterior: -3710.0261374710576 || Iter Time:0.021899938583374023 || Total 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Iteration: 1679 || Clusters count: 17 || Log posterior: -3729.8167968639864 || Iter Time:0.01806497573852539 || Total time:37.16753029823303 Iteration: 1680 || Clusters count: 17 || Log posterior: -3701.9312262695335 || Iter Time:0.022944927215576172 || Total time:37.19047522544861 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1681 || Clusters count: 18 || Log posterior: -3720.516000594671 || Iter Time:0.018453121185302734 || Total time:37.20892834663391 Iteration: 1682 || Clusters count: 17 || Log posterior: -3708.8556187207814 || Iter Time:0.023162841796875 || Total time:37.232091188430786 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1683 || Clusters count: 17 || Log posterior: -3716.0098535155944 || Iter Time:0.017055988311767578 || Total time:37.249147176742554 Iteration: 1684 || Clusters count: 17 || Log posterior: -3698.1223503889278 || Iter Time:0.02172708511352539 || Total 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Clusters count: 17 || Log posterior: -3715.047362159824 || Iter Time:0.016911983489990234 || Total time:40.439528942108154 Iteration: 1834 || Clusters count: 17 || Log posterior: -3697.590279655808 || Iter Time:0.02365398406982422 || Total time:40.46318292617798 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1835 || Clusters count: 17 || Log posterior: -3738.5520785481076 || Iter Time:0.018368005752563477 || Total time:40.48155093193054 Iteration: 1836 || Clusters count: 17 || Log posterior: -3712.2770619157927 || Iter Time:0.023607969284057617 || Total time:40.5051589012146 Loading and distributing data: 0.000242 seconds (129 allocations: 12.992 KiB) Iteration: 1837 || Clusters count: 17 || Log posterior: -3742.4979724619875 || Iter Time:0.01879286766052246 || Total time:40.52395176887512 Iteration: 1838 || Clusters count: 17 || Log posterior: -3701.47805354149 || Iter Time:0.024025917053222656 || Total time:40.547977685928345 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1839 || Clusters count: 17 || Log posterior: -3691.605136925948 || Iter Time:0.01778411865234375 || Total time:40.56576180458069 Iteration: 1840 || Clusters count: 17 || Log posterior: -3644.727545160602 || Iter Time:0.024564027786254883 || Total time:40.59032583236694 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1841 || Clusters count: 17 || Log posterior: -3711.718178916509 || Iter Time:0.0181581974029541 || Total time:40.6084840297699 Iteration: 1842 || Clusters count: 17 || Log posterior: -3684.174216155592 || Iter Time:0.02469491958618164 || Total time:40.63317894935608 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1843 || Clusters count: 17 || Log posterior: -3729.986747983927 || Iter Time:0.020292997360229492 || Total time:40.65347194671631 Iteration: 1844 || Clusters count: 17 || Log posterior: -3705.2784455758156 || 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17 || Log posterior: -3732.811292790596 || Iter Time:0.01847386360168457 || Total time:40.9266996383667 Iteration: 1856 || Clusters count: 17 || Log posterior: -3711.96583051856 || Iter Time:0.02307891845703125 || Total time:40.94977855682373 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1857 || Clusters count: 17 || Log posterior: -3732.74985352564 || Iter Time:0.01754593849182129 || Total time:40.96732449531555 Iteration: 1858 || Clusters count: 17 || Log posterior: -3714.454954269231 || Iter Time:0.02233600616455078 || Total time:40.9896605014801 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 1859 || Clusters count: 17 || Log posterior: -3695.3906712556504 || Iter Time:0.017101049423217773 || Total time:41.00676155090332 Iteration: 1860 || Clusters count: 17 || Log posterior: -3681.182244715418 || Iter Time:0.025249958038330078 || Total time:41.03201150894165 Loading and distributing data: 0.000169 seconds (129 allocations: 12.992 KiB) Iteration: 1861 || Clusters count: 17 || Log posterior: -3724.701567262201 || Iter Time:0.01872396469116211 || Total time:41.05073547363281 Iteration: 1862 || Clusters count: 17 || Log posterior: -3694.703319718838 || Iter Time:0.023637056350708008 || Total time:41.07437252998352 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1863 || Clusters count: 17 || Log posterior: -3702.86755095275 || Iter Time:0.017374038696289062 || Total time:41.09174656867981 Iteration: 1864 || Clusters count: 17 || Log posterior: -3675.224631797053 || Iter Time:0.023066043853759766 || Total time:41.11481261253357 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1865 || Clusters count: 17 || Log posterior: -3761.4237128264867 || Iter Time:0.017733097076416016 || Total time:41.132545709609985 Iteration: 1866 || Clusters count: 17 || Log posterior: -3715.9691844911486 || Iter Time:0.02411198616027832 || Total time:41.156657695770264 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 1867 || Clusters count: 17 || Log posterior: -3731.0245713575478 || Iter Time:0.018227815628051758 || Total time:41.174885511398315 Iteration: 1868 || Clusters count: 17 || Log posterior: -3706.3797181233813 || Iter Time:0.023873090744018555 || Total time:41.198758602142334 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1869 || Clusters count: 17 || Log posterior: -3659.315615141984 || Iter Time:0.020215988159179688 || Total time:41.218974590301514 Iteration: 1870 || Clusters count: 17 || Log posterior: -3641.78961247893 || Iter Time:0.024151086807250977 || Total time:41.243125677108765 Loading and distributing data: 0.000143 seconds (129 allocations: 12.992 KiB) Iteration: 1871 || Clusters count: 17 || Log posterior: -3669.354820290015 || Iter Time:0.018416166305541992 || Total time:41.26154184341431 Iteration: 1872 || Clusters count: 17 || Log posterior: -3644.93137700498 || Iter Time:0.02380990982055664 || Total time:41.28535175323486 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1873 || Clusters count: 17 || Log posterior: -3707.202120980459 || Iter Time:0.01739215850830078 || Total time:41.302743911743164 Iteration: 1874 || Clusters count: 17 || Log posterior: -3683.4218886290523 || Iter Time:0.023511886596679688 || Total time:41.326255798339844 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1875 || Clusters count: 17 || Log posterior: -3763.3875641427912 || Iter Time:0.041316986083984375 || Total time:41.36757278442383 Iteration: 1876 || Clusters count: 17 || Log posterior: -3720.251777970986 || Iter Time:0.022740840911865234 || Total time:41.39031362533569 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1877 || Clusters count: 17 || Log posterior: -3744.997497970823 || Iter Time:0.019329071044921875 || Total time:41.409642696380615 Iteration: 1878 || Clusters count: 17 || Log posterior: -3720.877441284731 || Iter Time:0.024239063262939453 || Total time:41.433881759643555 Loading and distributing data: 0.000148 seconds (129 allocations: 12.992 KiB) Iteration: 1879 || Clusters count: 17 || Log posterior: -3765.769015833682 || Iter Time:0.01749110221862793 || Total time:41.45137286186218 Iteration: 1880 || Clusters count: 17 || Log posterior: -3736.777895303305 || Iter Time:0.022249937057495117 || Total time:41.47362279891968 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1881 || Clusters count: 17 || Log posterior: -3737.2387515347327 || Iter Time:0.018744945526123047 || Total time:41.4923677444458 Iteration: 1882 || Clusters count: 17 || Log posterior: -3696.089864503893 || Iter Time:0.02291107177734375 || Total time:41.515278816223145 Loading and distributing data: 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Time:0.02327704429626465 || Total time:41.64294385910034 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 1889 || Clusters count: 17 || Log posterior: -3740.575601532132 || Iter Time:0.01943206787109375 || Total time:41.662375926971436 Iteration: 1890 || Clusters count: 17 || Log posterior: -3710.2658573901626 || Iter Time:0.024863004684448242 || Total time:41.687238931655884 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1891 || Clusters count: 17 || Log posterior: -3713.307393934848 || Iter Time:0.019216060638427734 || Total time:41.70645499229431 Iteration: 1892 || Clusters count: 17 || Log posterior: -3687.0983368163625 || Iter Time:0.024776935577392578 || Total time:41.731231927871704 Loading and distributing data: 0.000153 seconds (129 allocations: 12.992 KiB) Iteration: 1893 || Clusters count: 17 || Log posterior: -3716.7734714063868 || Iter Time:0.020228147506713867 || Total time:41.75146007537842 Iteration: 1894 || Clusters count: 17 || Log posterior: -3695.3261615521883 || Iter Time:0.0246429443359375 || Total time:41.776103019714355 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1895 || Clusters count: 17 || Log posterior: -3726.0923686143074 || Iter Time:0.018953800201416016 || Total time:41.79505681991577 Iteration: 1896 || Clusters count: 17 || Log posterior: -3681.81246094694 || Iter Time:0.02365398406982422 || Total time:41.818710803985596 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1897 || Clusters count: 17 || Log posterior: -3729.7369651782706 || Iter Time:0.017422914505004883 || Total time:41.8361337184906 Iteration: 1898 || Clusters count: 17 || Log posterior: -3716.1073846253025 || Iter Time:0.022897958755493164 || Total time:41.859031677246094 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1899 || Clusters count: 17 || Log posterior: -3757.5905236773124 || Iter Time:0.01671290397644043 || Total time:41.875744581222534 Iteration: 1900 || Clusters count: 17 || Log posterior: -3727.1407293119096 || Iter Time:0.022549867630004883 || Total time:41.89829444885254 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 1901 || Clusters count: 17 || Log posterior: -3734.667208451755 || Iter Time:0.01761007308959961 || Total time:41.91590452194214 Iteration: 1902 || Clusters count: 17 || Log posterior: -3707.3536905720516 || Iter Time:0.04799795150756836 || Total time:41.96390247344971 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1903 || Clusters count: 17 || Log posterior: -3673.0339807519686 || Iter Time:0.017973899841308594 || Total time:41.981876373291016 Iteration: 1904 || Clusters count: 17 || Log posterior: -3657.723906795342 || Iter Time:0.02273416519165039 || Total time:42.004610538482666 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1905 || Clusters count: 17 || Log posterior: -3682.503598954903 || Iter Time:0.017761945724487305 || Total time:42.02237248420715 Iteration: 1906 || Clusters count: 17 || Log posterior: -3669.153919655448 || Iter Time:0.022639036178588867 || Total time:42.04501152038574 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1907 || Clusters count: 17 || Log posterior: -3700.905144792767 || Iter Time:0.016155004501342773 || Total time:42.061166524887085 Iteration: 1908 || Clusters count: 17 || Log posterior: -3692.4570783161703 || Iter Time:0.022769927978515625 || Total time:42.0839364528656 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1909 || Clusters count: 17 || Log posterior: -3719.4898646304387 || Iter Time:0.01702713966369629 || Total time:42.1009635925293 Iteration: 1910 || Clusters count: 17 || Log posterior: -3697.33065838557 || Iter Time:0.02409219741821289 || Total time:42.12505578994751 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1911 || Clusters count: 17 || Log posterior: -3722.288759551835 || Iter Time:0.018800020217895508 || Total time:42.143855810165405 Iteration: 1912 || Clusters count: 17 || Log posterior: -3705.1276798110484 || Iter Time:0.022871971130371094 || Total time:42.166727781295776 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1913 || Clusters count: 17 || Log posterior: -3722.614213466548 || Iter Time:0.017838001251220703 || Total time:42.184565782547 Iteration: 1914 || Clusters count: 17 || Log posterior: -3702.4011972642666 || Iter Time:0.023489952087402344 || Total time:42.2080557346344 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1915 || Clusters count: 17 || Log posterior: -3734.5856334919595 || Iter Time:0.018829822540283203 || Total time:42.22688555717468 Iteration: 1916 || Clusters count: 17 || Log posterior: -3700.6421422657227 || Iter Time:0.02241992950439453 || Total time:42.24930548667908 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1917 || Clusters count: 17 || Log posterior: -3743.4209863752944 || Iter Time:0.01898193359375 || Total time:42.26828742027283 Iteration: 1918 || Clusters count: 17 || Log posterior: -3715.513238239143 || Iter Time:0.022928953170776367 || Total time:42.2912163734436 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1919 || Clusters count: 17 || Log posterior: -3703.218593556778 || Iter Time:0.01588892936706543 || Total time:42.30710530281067 Iteration: 1920 || Clusters count: 17 || Log posterior: -3682.188223212952 || Iter Time:0.022162914276123047 || Total time:42.32926821708679 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1921 || Clusters count: 17 || Log posterior: -3703.1249458723114 || Iter Time:0.01704883575439453 || Total time:42.34631705284119 Iteration: 1922 || Clusters count: 17 || Log posterior: -3666.4873043985463 || Iter Time:0.02288198471069336 || Total time:42.36919903755188 Loading and distributing data: 0.000141 seconds (129 allocations: 12.992 KiB) Iteration: 1923 || Clusters count: 17 || Log posterior: -3746.567469270315 || Iter Time:0.018362998962402344 || Total time:42.38756203651428 Iteration: 1924 || Clusters count: 17 || Log posterior: -3721.850700658406 || Iter Time:0.023045063018798828 || Total time:42.41060709953308 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1925 || Clusters count: 17 || Log posterior: -3736.711360783963 || Iter Time:0.016782045364379883 || Total time:42.42738914489746 Iteration: 1926 || Clusters count: 17 || Log posterior: -3705.957414451468 || Iter Time:0.023554086685180664 || Total time:42.45094323158264 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1927 || Clusters count: 17 || Log posterior: -3715.577617767258 || Iter Time:0.017136812210083008 || Total time:42.468080043792725 Iteration: 1928 || Clusters count: 17 || Log posterior: -3682.384183045978 || Iter Time:0.024293899536132812 || Total time:42.49237394332886 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 1929 || Clusters count: 17 || Log posterior: -3714.065498493046 || Iter Time:0.04036903381347656 || Total time:42.532742977142334 Iteration: 1930 || Clusters count: 17 || Log posterior: -3676.1900614155848 || Iter Time:0.02273082733154297 || Total time:42.55547380447388 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1931 || Clusters count: 17 || Log posterior: -3691.658635550354 || Iter Time:0.01727008819580078 || Total time:42.57274389266968 Iteration: 1932 || Clusters count: 17 || Log posterior: -3675.2469812221175 || Iter Time:0.022644996643066406 || Total time:42.595388889312744 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1933 || Clusters count: 17 || Log posterior: -3708.3371478479303 || Iter Time:0.01777195930480957 || Total time:42.613160848617554 Iteration: 1934 || Clusters count: 17 || Log posterior: -3661.933646925059 || Iter Time:0.022250890731811523 || Total time:42.635411739349365 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1935 || Clusters count: 18 || Log posterior: -3709.9625515436824 || Iter Time:0.018192052841186523 || Total time:42.65360379219055 Iteration: 1936 || Clusters count: 18 || Log posterior: -3679.6874055169064 || Iter Time:0.02183389663696289 || Total time:42.675437688827515 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 1937 || Clusters count: 17 || Log posterior: -3709.5197528549656 || Iter Time:0.01647210121154785 || Total time:42.69190979003906 Iteration: 1938 || Clusters count: 17 || Log posterior: -3692.0401778253727 || Iter Time:0.021617889404296875 || Total time:42.71352767944336 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1939 || Clusters count: 17 || Log posterior: -3729.558930546369 || Iter Time:0.01588916778564453 || Total time:42.729416847229004 Iteration: 1940 || Clusters count: 17 || Log posterior: -3682.9991263633815 || Iter Time:0.021853923797607422 || Total time:42.75127077102661 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1941 || Clusters count: 17 || Log posterior: -3738.4882119774525 || Iter Time:0.016214847564697266 || Total time:42.76748561859131 Iteration: 1942 || Clusters count: 17 || Log posterior: -3710.8363967279183 || Iter Time:0.021131038665771484 || Total time:42.78861665725708 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1943 || Clusters count: 17 || Log posterior: -3747.2305183018116 || Iter Time:0.017712831497192383 || Total time:42.80632948875427 Iteration: 1944 || Clusters count: 17 || Log posterior: -3705.744176943567 || Iter Time:0.021634817123413086 || Total time:42.827964305877686 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1945 || Clusters count: 17 || Log posterior: -3709.9517611895762 || Iter Time:0.01594710350036621 || Total time:42.84391140937805 Iteration: 1946 || Clusters count: 17 || Log posterior: -3695.193077121707 || Iter Time:0.020832061767578125 || Total time:42.86474347114563 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1947 || Clusters count: 17 || Log posterior: -3709.3428543848195 || Iter Time:0.016932010650634766 || Total time:42.881675481796265 Iteration: 1948 || Clusters count: 17 || Log posterior: -3695.602074683376 || Iter Time:0.02099919319152832 || Total time:42.90267467498779 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1949 || Clusters count: 17 || Log posterior: -3704.0127284672003 || Iter Time:0.01596689224243164 || Total time:42.918641567230225 Iteration: 1950 || Clusters count: 17 || Log posterior: -3685.654671095038 || Iter Time:0.021386146545410156 || Total time:42.940027713775635 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1951 || Clusters count: 17 || Log posterior: -3708.0014957520966 || Iter Time:0.015958070755004883 || Total time:42.95598578453064 Iteration: 1952 || Clusters count: 17 || Log posterior: -3687.239267544544 || Iter Time:0.020733118057250977 || Total time:42.97671890258789 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1953 || Clusters count: 17 || Log posterior: -3729.624459329333 || Iter Time:0.01582789421081543 || Total time:42.992546796798706 Iteration: 1954 || Clusters count: 17 || Log posterior: -3710.0451654704048 || Iter Time:0.02149510383605957 || Total time:43.014041900634766 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1955 || Clusters count: 17 || Log posterior: -3759.5078821716147 || Iter Time:0.01709890365600586 || Total time:43.03114080429077 Iteration: 1956 || Clusters count: 17 || Log posterior: -3724.6798672336317 || Iter Time:0.021351099014282227 || Total time:43.052491903305054 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1957 || Clusters count: 17 || Log posterior: -3712.1110975662236 || Iter Time:0.039457082748413086 || Total time:43.09194898605347 Iteration: 1958 || Clusters count: 17 || Log posterior: -3676.0185530924546 || Iter Time:0.02073192596435547 || Total time:43.11268091201782 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1959 || Clusters count: 17 || Log posterior: -3678.5191174571673 || Iter Time:0.015836000442504883 || Total time:43.12851691246033 Iteration: 1960 || Clusters count: 17 || Log posterior: -3660.3946901089507 || Iter Time:0.021183013916015625 || Total time:43.14969992637634 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1961 || Clusters count: 17 || Log posterior: -3701.937858160526 || Iter Time:0.016515016555786133 || Total time:43.16621494293213 Iteration: 1962 || Clusters count: 17 || Log posterior: -3674.752503670633 || Iter Time:0.019621849060058594 || Total time:43.18583679199219 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1963 || Clusters count: 17 || Log posterior: -3688.011574017161 || Iter Time:0.015010833740234375 || Total time:43.20084762573242 Iteration: 1964 || Clusters count: 17 || Log posterior: -3675.45072143113 || Iter Time:0.019694089889526367 || Total time:43.22054171562195 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1965 || Clusters count: 17 || Log posterior: -3708.164713612621 || Iter Time:0.01538705825805664 || Total time:43.235928773880005 Iteration: 1966 || Clusters count: 17 || Log posterior: -3686.9233532252015 || Iter Time:0.019927024841308594 || Total time:43.25585579872131 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1967 || Clusters count: 17 || Log posterior: -3698.040202495232 || Iter Time:0.014735937118530273 || Total time:43.270591735839844 Iteration: 1968 || Clusters count: 17 || Log posterior: -3682.2513267035547 || Iter Time:0.02044510841369629 || Total time:43.29103684425354 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1969 || Clusters count: 17 || Log posterior: -3683.1246352248018 || Iter Time:0.01605677604675293 || Total time:43.30709362030029 Iteration: 1970 || Clusters count: 17 || Log posterior: -3671.7834361604123 || Iter Time:0.019833087921142578 || Total time:43.326926708221436 Loading and distributing data: 0.000114 seconds (129 allocations: 12.992 KiB) Iteration: 1971 || Clusters count: 17 || Log posterior: -3688.980879453399 || Iter Time:0.016296863555908203 || Total time:43.343223571777344 Iteration: 1972 || Clusters count: 17 || Log posterior: -3664.0214006573974 || Iter Time:0.021708965301513672 || Total time:43.36493253707886 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1973 || Clusters count: 17 || Log posterior: -3659.8313422568517 || Iter Time:0.016906023025512695 || Total time:43.38183856010437 Iteration: 1974 || Clusters count: 17 || Log posterior: -3641.306318097238 || Iter Time:0.021490097045898438 || Total time:43.40332865715027 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1975 || Clusters count: 17 || Log posterior: -3659.1623954560696 || Iter Time:0.01607513427734375 || Total time:43.41940379142761 Iteration: 1976 || Clusters count: 17 || Log posterior: -3634.885850426343 || Iter Time:0.021103858947753906 || Total time:43.440507650375366 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1977 || Clusters count: 17 || Log posterior: -3677.7723755713714 || Iter Time:0.016204118728637695 || Total time:43.456711769104004 Iteration: 1978 || Clusters count: 17 || Log posterior: -3657.099851656781 || Iter Time:0.02097606658935547 || Total time:43.47768783569336 Loading and distributing data: 0.000114 seconds (129 allocations: 12.992 KiB) Iteration: 1979 || Clusters count: 17 || Log posterior: -3709.332053084227 || Iter Time:0.01599907875061035 || Total time:43.49368691444397 Iteration: 1980 || Clusters count: 17 || Log posterior: -3675.884928375542 || Iter Time:0.021667957305908203 || Total time:43.51535487174988 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1981 || Clusters count: 17 || Log posterior: -3772.3955333889753 || Iter Time:0.015745162963867188 || Total time:43.531100034713745 Iteration: 1982 || Clusters count: 17 || Log posterior: -3743.205885204892 || Iter Time:0.020648956298828125 || Total time:43.55174899101257 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 1983 || Clusters count: 17 || Log posterior: -3759.1939490601476 || Iter Time:0.015958070755004883 || Total time:43.56770706176758 Iteration: 1984 || Clusters count: 17 || Log posterior: -3720.0891874136914 || Iter Time:0.04396390914916992 || Total time:43.61167097091675 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1985 || Clusters count: 17 || Log posterior: -3726.408887611554 || Iter Time:0.016466140747070312 || Total time:43.62813711166382 Iteration: 1986 || Clusters count: 17 || Log posterior: -3701.4952158882593 || Iter Time:0.02154994010925293 || Total time:43.64968705177307 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1987 || Clusters count: 17 || Log posterior: -3687.8651714183975 || Iter Time:0.015585184097290039 || Total time:43.66527223587036 Iteration: 1988 || Clusters count: 17 || Log posterior: -3679.2719793250226 || Iter Time:0.02176380157470703 || Total time:43.68703603744507 Loading and distributing data: 0.000197 seconds (129 allocations: 12.992 KiB) Iteration: 1989 || Clusters count: 17 || Log posterior: -3703.0710826257387 || Iter Time:0.01622486114501953 || Total time:43.70326089859009 Iteration: 1990 || Clusters count: 17 || Log posterior: -3673.3431557528615 || Iter Time:0.022015094757080078 || Total time:43.72527599334717 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1991 || Clusters count: 17 || Log posterior: -3714.098628918132 || Iter Time:0.016940832138061523 || Total time:43.74221682548523 Iteration: 1992 || Clusters count: 17 || Log posterior: -3697.990922697996 || Iter Time:0.021274089813232422 || Total time:43.76349091529846 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1993 || Clusters count: 17 || Log posterior: -3742.105697871765 || Iter Time:0.016389131546020508 || Total time:43.77988004684448 Iteration: 1994 || Clusters count: 17 || Log posterior: -3730.3285298388632 || Iter Time:0.020956993103027344 || Total time:43.80083703994751 Loading and distributing data: 0.000114 seconds (129 allocations: 12.992 KiB) Iteration: 1995 || Clusters count: 17 || Log posterior: -3753.8748634053118 || Iter Time:0.01592087745666504 || Total time:43.816757917404175 Iteration: 1996 || Clusters count: 17 || Log posterior: -3727.412930711592 || Iter Time:0.02158212661743164 || Total time:43.838340044021606 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1997 || Clusters count: 17 || Log posterior: -3678.180823383855 || Iter Time:0.016280174255371094 || Total time:43.85462021827698 Iteration: 1998 || Clusters count: 17 || Log posterior: -3663.2846724677797 || Iter Time:0.021252155303955078 || Total time:43.87587237358093 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 1999 || Clusters count: 17 || Log posterior: -3686.4605222861037 || Iter Time:0.015928030014038086 || Total time:43.89180040359497 Iteration: 2000 || Clusters count: 17 || Log posterior: -3674.0088237421537 || Iter Time:0.020724773406982422 || Total time:43.91252517700195 Loading and distributing data: 0.000113 seconds (129 allocations: 12.992 KiB) Iteration: 2001 || Clusters count: 17 || Log posterior: -3721.9164185594786 || Iter Time:0.017343997955322266 || Total time:43.929869174957275 Iteration: 2002 || Clusters count: 17 || Log posterior: -3712.829662031685 || Iter Time:0.021085023880004883 || Total time:43.95095419883728 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 2003 || Clusters count: 17 || Log posterior: -3774.1568953846604 || Iter Time:0.015371084213256836 || Total time:43.96632528305054 Iteration: 2004 || Clusters count: 17 || Log posterior: -3739.270790458911 || Iter Time:0.021270036697387695 || Total time:43.987595319747925 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 2005 || Clusters count: 17 || Log posterior: -3779.4596621200894 || Iter Time:0.01626896858215332 || Total time:44.00386428833008 Iteration: 2006 || Clusters count: 17 || Log posterior: -3753.0995709175627 || Iter Time:0.021058082580566406 || Total time:44.024922370910645 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 2007 || Clusters count: 17 || Log posterior: -3723.1260778128985 || Iter Time:0.015964984893798828 || Total time:44.04088735580444 Iteration: 2008 || Clusters count: 17 || Log posterior: -3710.5408442433054 || Iter Time:0.020281076431274414 || Total time:44.06116843223572 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 2009 || Clusters count: 17 || Log posterior: -3690.0064998702915 || Iter Time:0.01499795913696289 || Total time:44.07616639137268 Iteration: 2010 || Clusters count: 17 || Log posterior: -3674.471741212535 || Iter Time:0.019979000091552734 || Total time:44.09614539146423 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 2011 || Clusters count: 17 || Log posterior: -3682.7130142169917 || Iter Time:0.03780794143676758 || Total time:44.133953332901 Iteration: 2012 || Clusters count: 17 || Log posterior: -3664.17675707922 || Iter Time:0.021123886108398438 || Total time:44.1550772190094 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 2013 || Clusters count: 17 || Log posterior: -3718.950956567801 || Iter Time:0.016965866088867188 || Total time:44.17204308509827 Iteration: 2014 || Clusters count: 17 || Log posterior: -3696.0717430681266 || Iter Time:0.020090103149414062 || Total time:44.19213318824768 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 2015 || Clusters count: 17 || Log posterior: -3765.264164887571 || Iter Time:0.015084028244018555 || Total time:44.2072172164917 Iteration: 2016 || Clusters count: 17 || Log posterior: -3740.195061642725 || Iter Time:0.02097797393798828 || Total time:44.22819519042969 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 2017 || Clusters count: 17 || Log posterior: -3755.3669799660856 || Iter Time:0.015745878219604492 || Total time:44.24394106864929 Iteration: 2018 || Clusters count: 17 || Log posterior: -3728.1315422484017 || Iter Time:0.020374059677124023 || Total time:44.264315128326416 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 2019 || Clusters count: 17 || Log posterior: -3779.099793050329 || Iter Time:0.015408992767333984 || Total time:44.27972412109375 Iteration: 2020 || Clusters count: 17 || Log posterior: -3751.0577608950134 || Iter Time:0.020294904708862305 || Total time:44.30001902580261 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 2021 || Clusters count: 17 || Log posterior: -3761.4940270544207 || Iter Time:0.015056133270263672 || Total time:44.315075159072876 Iteration: 2022 || Clusters count: 17 || Log posterior: -3726.7789207271417 || Iter Time:0.020123958587646484 || Total time:44.33519911766052 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 2023 || Clusters count: 17 || Log posterior: -3735.6374815415884 || Iter Time:0.015294075012207031 || Total time:44.35049319267273 Iteration: 2024 || Clusters count: 17 || Log posterior: -3724.4379207079023 || Iter Time:0.02060103416442871 || Total time:44.37109422683716 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 2025 || Clusters count: 17 || Log posterior: -3734.6751519677523 || Iter Time:0.015011072158813477 || Total time:44.38610529899597 Iteration: 2026 || Clusters count: 17 || Log posterior: -3707.103024705984 || Iter Time:0.02008986473083496 || Total time:44.40619516372681 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 2027 || Clusters count: 17 || Log posterior: -3710.75871804579 || Iter Time:0.016147136688232422 || Total time:44.42234230041504 Iteration: 2028 || Clusters count: 17 || Log posterior: -3698.4523872743207 || Iter Time:0.020964860916137695 || Total time:44.44330716133118 Avg NMI: 0.9394255207807931 Full NMI: 0.9293176694342076 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m22.5s Testing DPMMSubClustersStreaming tests passed Testing completed after 194.71s PkgEval succeeded after 323.77s