Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.2114 (cccbcd9611*) started at 2026-05-05T13:02:01.605 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 14.7s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.14/Manifest.toml` [1520ce14] + AbstractTrees v0.4.5 [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.1 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.9 [31c24e10] + Distributions v0.25.125 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.19.0 [1a297f60] + FillArrays v1.16.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 ⌅ [ec8451be] + KernelFunctions v0.10.67 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.27 [bac558e1] + OrderedCollections v1.8.1 ⌃ [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.2 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.4.0 [1fd47b50] + QuadGK v2.11.3 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.18 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.2 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.13.0 [b27032c2] + LibCURL v1.0.0 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.14.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.5.1+0 [deac9b47] + LibCURL_jll v8.19.0+0 [e37daf67] + LibGit2_jll v1.9.2+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2026.3.19 [4536629a] + OpenBLAS_jll v0.3.33+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.6+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.2+0 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.69.0+0 [3f19e933] + p7zip_jll v17.8.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 6.03s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling project... 5.6 s ✓ Clustering 11.3 s ✓ KernelFunctions 11.6 s ✓ DPMMSubClustersStreaming 3 dependencies successfully precompiled in 31 seconds. 101 already precompiled. Precompilation completed after 56.86s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_u69QUr/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.125 ⌅ [ec8451be] KernelFunctions v0.10.67 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_u69QUr/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.1 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.125 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.19.0 [1a297f60] FillArrays v1.16.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 ⌅ [ec8451be] KernelFunctions v0.10.67 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.27 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.2 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.4.0 [1fd47b50] QuadGK v2.11.3 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.18 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.2 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.13.0 [b27032c2] LibCURL v1.0.0 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.14.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.5.1+0 [deac9b47] LibCURL_jll v8.19.0+0 [e37daf67] LibGit2_jll v1.9.2+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2026.3.19 [4536629a] OpenBLAS_jll v0.3.33+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.6+0 [efcefdf7] PCRE2_jll v10.47.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.2+0 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.69.0+0 [3f19e933] p7zip_jll v17.8.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Loading and distributing data: 3.646872 seconds (996.08 k allocations: 62.362 MiB, 99.85% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233107.66298629093 || Iter Time:20.17067313194275 || Total time:20.17067313194275 Iteration: 1 || Clusters count: 1 || Log posterior: -233107.66298629093 || Iter Time:0.005755901336669922 || Total time:20.17642903327942 Iteration: 2 || Clusters count: 1 || Log posterior: -233107.66298629093 || Iter Time:0.005524158477783203 || Total time:20.181953191757202 Iteration: 3 || Clusters count: 1 || Log posterior: -233107.66298629093 || Iter Time:0.005572080612182617 || Total time:20.187525272369385 Iteration: 4 || Clusters count: 1 || Log posterior: -233107.66298629093 || Iter Time:0.0055408477783203125 || Total time:20.193066120147705 Iteration: 5 || Clusters count: 1 || Log posterior: -233107.66298629093 || Iter Time:0.016057968139648438 || Total time:20.209124088287354 Iteration: 6 || Clusters count: 1 || Log posterior: -233107.66298629093 || Iter Time:0.005471229553222656 || Total time:20.214595317840576 Iteration: 7 || Clusters count: 1 || Log posterior: -233107.66298629093 || Iter Time:0.0055081844329833984 || Total time:20.22010350227356 Iteration: 8 || Clusters count: 1 || Log posterior: -233107.66298629093 || Iter Time:0.005249977111816406 || Total time:20.225353479385376 Iteration: 9 || Clusters count: 1 || Log posterior: -233107.66298629093 || Iter Time:0.006657123565673828 || Total time:20.23201060295105 Iteration: 10 || Clusters count: 1 || Log posterior: -233107.66298629093 || Iter Time:0.0054819583892822266 || Total time:20.237492561340332 Iteration: 11 || Clusters count: 1 || Log posterior: -233107.66298629093 || Iter Time:0.005471944808959961 || Total time:20.242964506149292 Iteration: 12 || Clusters count: 1 || Log posterior: -233107.66298629093 || Iter Time:0.005350828170776367 || Total time:20.24831533432007 Iteration: 13 || Clusters count: 2 || Log posterior: -232919.14637713018 || Iter Time:4.306922912597656 || Total time:24.555238246917725 Iteration: 14 || Clusters count: 2 || Log posterior: -232925.01485389017 || Iter Time:0.005651950836181641 || Total time:24.560890197753906 Iteration: 15 || Clusters count: 2 || Log posterior: -232942.37183619585 || Iter Time:0.005500078201293945 || Total time:24.5663902759552 Iteration: 16 || Clusters count: 2 || Log posterior: -232913.84227406397 || Iter Time:0.0055141448974609375 || Total time:24.57190442085266 Iteration: 17 || Clusters count: 2 || Log posterior: -232913.48523631616 || Iter Time:0.005511045455932617 || Total time:24.577415466308594 Iteration: 18 || Clusters count: 2 || Log posterior: -232920.04420162734 || Iter Time:0.00556182861328125 || Total time:24.582977294921875 Iteration: 19 || Clusters count: 2 || Log posterior: -232902.20307124237 || Iter Time:0.005670070648193359 || Total time:24.58864736557007 Iteration: 20 || Clusters count: 2 || Log posterior: -232791.51711604052 || Iter Time:1.5589699745178223 || Total time:26.14761734008789 Loading and distributing data: 0.000940 seconds (140 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233109.6218143345 || Iter Time:0.03174591064453125 || Total time:26.179363250732422 Iteration: 22 || Clusters count: 2 || Log posterior: -233040.4201187836 || Iter Time:0.005697965621948242 || Total time:26.18506121635437 Iteration: 23 || Clusters count: 2 || Log posterior: -233051.97545683756 || Iter Time:0.005592823028564453 || Total time:26.190654039382935 Iteration: 24 || Clusters count: 2 || Log posterior: -233063.40859611658 || Iter Time:0.005530118942260742 || Total time:26.196184158325195 Iteration: 25 || Clusters count: 2 || Log posterior: -233037.96852349266 || Iter Time:0.005732059478759766 || Total time:26.201916217803955 Iteration: 26 || Clusters count: 2 || Log posterior: -233021.1678553566 || Iter Time:0.005800008773803711 || Total time:26.20771622657776 Iteration: 27 || Clusters count: 2 || Log posterior: -233031.65229515897 || Iter Time:0.005715131759643555 || Total time:26.213431358337402 Iteration: 28 || Clusters count: 3 || Log posterior: -232677.5419474529 || Iter Time:0.007526874542236328 || Total time:26.22095823287964 Iteration: 29 || Clusters count: 3 || Log posterior: -232562.9897946394 || Iter Time:0.006150960922241211 || Total time:26.22710919380188 Iteration: 30 || Clusters count: 4 || Log posterior: -232447.86120893224 || Iter Time:0.008295059204101562 || Total time:26.23540425300598 Iteration: 31 || Clusters count: 4 || Log posterior: -232386.16243504823 || Iter Time:0.006649971008300781 || Total time:26.242054224014282 Iteration: 32 || Clusters count: 4 || Log posterior: -232332.2554187746 || Iter Time:0.06017613410949707 || Total time:26.30223035812378 Iteration: 33 || Clusters count: 4 || Log posterior: -232331.3246605134 || Iter Time:0.0063059329986572266 || Total time:26.308536291122437 Iteration: 34 || Clusters count: 4 || Log posterior: -232299.24187995412 || Iter Time:0.006356000900268555 || Total time:26.314892292022705 Iteration: 35 || Clusters count: 4 || Log posterior: -232293.25909281964 || Iter Time:0.0062639713287353516 || Total time:26.32115626335144 Iteration: 36 || Clusters count: 4 || Log posterior: -232296.66845993395 || Iter Time:0.0062999725341796875 || Total time:26.32745623588562 Iteration: 37 || Clusters count: 4 || Log posterior: -232271.6466147724 || Iter Time:0.006364107131958008 || Total time:26.333820343017578 Iteration: 38 || Clusters count: 4 || Log posterior: -232245.01370299203 || Iter Time:0.006453990936279297 || Total time:26.340274333953857 Iteration: 39 || Clusters count: 4 || Log posterior: -232238.45588789618 || Iter Time:0.00648808479309082 || Total time:26.34676241874695 Iteration: 40 || Clusters count: 4 || Log posterior: -232266.41829745274 || Iter Time:0.00645899772644043 || Total time:26.35322141647339 Iteration: 41 || Clusters count: 4 || Log posterior: -232176.14918629802 || Iter Time:0.006308078765869141 || Total time:26.359529495239258 Loading and distributing data: 0.000820 seconds (140 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262329.39091282245 || Iter Time:0.006487846374511719 || Total time:26.36601734161377 Iteration: 43 || Clusters count: 5 || Log posterior: -261894.04492421457 || Iter Time:0.007570028305053711 || Total time:26.373587369918823 Iteration: 44 || Clusters count: 5 || Log posterior: -261761.6545225729 || Iter Time:0.006691932678222656 || Total time:26.380279302597046 Iteration: 45 || Clusters count: 6 || Log posterior: -261484.61246028304 || Iter Time:0.007942914962768555 || Total time:26.388222217559814 Iteration: 46 || Clusters count: 6 || Log posterior: -261412.79592861986 || Iter Time:0.006967067718505859 || Total time:26.39518928527832 Iteration: 47 || Clusters count: 6 || Log posterior: -261422.45752174125 || Iter Time:0.0071010589599609375 || Total time:26.40229034423828 Iteration: 48 || Clusters count: 6 || Log posterior: -261385.33032275483 || Iter Time:0.00714111328125 || Total time:26.40943145751953 Iteration: 49 || Clusters count: 7 || Log posterior: -261080.4546851406 || Iter Time:0.008382081985473633 || Total time:26.417813539505005 Iteration: 50 || Clusters count: 7 || Log posterior: -260979.32406610105 || Iter Time:0.007316112518310547 || Total time:26.425129652023315 Iteration: 51 || Clusters count: 7 || Log posterior: -260987.3077107391 || Iter Time:0.007478952407836914 || Total time:26.432608604431152 Iteration: 52 || Clusters count: 7 || Log posterior: -260945.62953138768 || Iter Time:0.0074307918548583984 || Total time:26.44003939628601 Iteration: 53 || Clusters count: 7 || Log posterior: -260944.17131215573 || Iter Time:0.007478952407836914 || Total time:26.447518348693848 Iteration: 54 || Clusters count: 7 || Log posterior: -260955.95174629672 || Iter Time:0.007615089416503906 || Total time:26.45513343811035 Iteration: 55 || Clusters count: 7 || Log posterior: -260954.08275863313 || Iter Time:0.007556915283203125 || Total time:26.462690353393555 Iteration: 56 || Clusters count: 7 || Log posterior: -260969.809178477 || Iter Time:0.007354021072387695 || Total time:26.470044374465942 Iteration: 57 || Clusters count: 7 || Log posterior: -260955.6353011894 || Iter Time:0.03873014450073242 || Total time:26.508774518966675 Iteration: 58 || Clusters count: 7 || Log posterior: -260958.52379165142 || Iter Time:0.72605299949646 || Total time:27.234827518463135 Iteration: 59 || Clusters count: 7 || Log posterior: -260962.21396217428 || Iter Time:0.008340120315551758 || Total time:27.243167638778687 Iteration: 60 || Clusters count: 7 || Log posterior: -260939.4539579298 || Iter Time:0.008599996566772461 || Total time:27.25176763534546 Iteration: 61 || Clusters count: 7 || Log posterior: -260940.02394354867 || Iter Time:0.008538007736206055 || Total time:27.260305643081665 Iteration: 62 || Clusters count: 7 || Log posterior: -260899.37504277544 || Iter Time:0.00797891616821289 || Total time:27.268284559249878 Loading and distributing data: 0.000825 seconds (140 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 11 || Log posterior: -260325.4462479699 || Iter Time:0.011614084243774414 || Total time:27.279898643493652 Iteration: 64 || Clusters count: 12 || Log posterior: -259460.11718075315 || Iter Time:0.022923946380615234 || Total time:27.302822589874268 Iteration: 65 || Clusters count: 13 || Log posterior: -259002.0327706634 || Iter Time:0.011526107788085938 || Total time:27.314348697662354 Iteration: 66 || Clusters count: 13 || Log posterior: -258937.26850913986 || Iter Time:0.010069847106933594 || Total time:27.324418544769287 Iteration: 67 || Clusters count: 13 || Log posterior: -258890.05894564267 || Iter Time:0.009896039962768555 || Total time:27.334314584732056 Iteration: 68 || Clusters count: 13 || Log posterior: -258870.26886797335 || Iter Time:0.010017156600952148 || Total time:27.344331741333008 Iteration: 69 || Clusters count: 13 || Log posterior: -258860.06974978588 || Iter Time:0.009830951690673828 || Total time:27.35416269302368 Iteration: 70 || Clusters count: 13 || Log posterior: -258883.9045550768 || Iter Time:0.009931087493896484 || Total time:27.364093780517578 Iteration: 71 || Clusters count: 13 || Log posterior: -258850.32694350492 || Iter Time:0.00972294807434082 || Total time:27.37381672859192 Iteration: 72 || Clusters count: 13 || Log posterior: -258843.13247888105 || Iter Time:0.009474992752075195 || Total time:27.383291721343994 Iteration: 73 || Clusters count: 13 || Log posterior: -258858.49765294013 || Iter Time:0.028694868087768555 || Total time:27.411986589431763 Iteration: 74 || Clusters count: 13 || Log posterior: -258878.52385797608 || Iter Time:0.009927988052368164 || Total time:27.42191457748413 Iteration: 75 || Clusters count: 13 || Log posterior: -258847.38123668512 || Iter Time:0.009776115417480469 || Total time:27.43169069290161 Iteration: 76 || Clusters count: 13 || Log posterior: -258853.20518244934 || Iter Time:0.009692907333374023 || Total time:27.441383600234985 Iteration: 77 || Clusters count: 13 || Log posterior: -258844.60056980513 || Iter Time:0.010031938552856445 || Total time:27.451415538787842 Iteration: 78 || Clusters count: 13 || Log posterior: -258846.71820788403 || Iter Time:0.011302947998046875 || Total time:27.46271848678589 Iteration: 79 || Clusters count: 13 || Log posterior: -258861.5684924175 || Iter Time:0.01226496696472168 || Total time:27.47498345375061 Iteration: 80 || Clusters count: 13 || Log posterior: -258869.25416823637 || Iter Time:0.013373851776123047 || Total time:27.488357305526733 Iteration: 81 || Clusters count: 13 || Log posterior: -258847.69501540513 || Iter Time:0.014310836791992188 || Total time:27.502668142318726 Iteration: 82 || Clusters count: 13 || Log posterior: -258863.18052748765 || Iter Time:0.014466047286987305 || Total time:27.517134189605713 Iteration: 83 || Clusters count: 13 || Log posterior: -258812.09667508455 || Iter Time:0.014417171478271484 || Total time:27.531551361083984 Loading and distributing data: 0.000785 seconds (140 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 16 || Log posterior: -257928.72824747153 || Iter Time:0.03026294708251953 || Total time:27.561814308166504 Iteration: 85 || Clusters count: 16 || Log posterior: -257611.16366460387 || Iter Time:0.01424407958984375 || Total time:27.576058387756348 Iteration: 86 || Clusters count: 16 || Log posterior: -257568.42726140041 || Iter Time:0.014326095581054688 || Total time:27.590384483337402 Iteration: 87 || Clusters count: 16 || Log posterior: -257569.040289678 || Iter Time:0.013909101486206055 || Total time:27.60429358482361 Iteration: 88 || Clusters count: 16 || Log posterior: -257568.08456747234 || Iter Time:0.014110088348388672 || Total time:27.618403673171997 Iteration: 89 || Clusters count: 16 || Log posterior: -257565.82332855952 || Iter Time:0.01430201530456543 || Total time:27.632705688476562 Iteration: 90 || Clusters count: 16 || Log posterior: -257554.93815564978 || Iter Time:0.013826847076416016 || Total time:27.64653253555298 Iteration: 91 || Clusters count: 16 || Log posterior: -257550.45912614962 || Iter Time:0.013998985290527344 || Total time:27.660531520843506 Iteration: 92 || Clusters count: 16 || Log posterior: -257556.4446127419 || Iter Time:0.019017934799194336 || Total time:27.6795494556427 Iteration: 93 || Clusters count: 16 || Log posterior: -257542.9100999711 || Iter Time:0.013958930969238281 || Total time:27.69350838661194 Iteration: 94 || Clusters count: 16 || Log posterior: -257547.84262887 || Iter Time:0.014127969741821289 || Total time:27.70763635635376 Iteration: 95 || Clusters count: 16 || Log posterior: -257539.3060617502 || Iter Time:0.014103889465332031 || Total time:27.721740245819092 Iteration: 96 || Clusters count: 16 || Log posterior: -257556.8726263192 || Iter Time:0.0140838623046875 || Total time:27.73582410812378 Iteration: 97 || Clusters count: 16 || Log posterior: -257563.3364378166 || Iter Time:0.013838052749633789 || Total time:27.749662160873413 Iteration: 98 || Clusters count: 16 || Log posterior: -257560.72719904582 || Iter Time:0.013881921768188477 || Total time:27.7635440826416 Iteration: 99 || Clusters count: 16 || Log posterior: -257558.92428483593 || Iter Time:0.02328205108642578 || Total time:27.786826133728027 Iteration: 100 || Clusters count: 16 || Log posterior: -257556.7189486769 || Iter Time:0.019669055938720703 || Total time:27.806495189666748 Iteration: 101 || Clusters count: 16 || Log posterior: -257560.74954159875 || Iter Time:0.018724918365478516 || Total time:27.825220108032227 Iteration: 102 || Clusters count: 16 || Log posterior: -257538.6579168889 || Iter Time:0.02055501937866211 || Total time:27.84577512741089 Iteration: 103 || Clusters count: 16 || Log posterior: -257552.6492359104 || Iter Time:0.02477097511291504 || Total time:27.870546102523804 Iteration: 104 || Clusters count: 16 || Log posterior: -257535.5606337273 || Iter Time:0.018648862838745117 || Total time:27.88919496536255 Loading and distributing data: 0.000796 seconds (140 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 19 || Log posterior: -256503.46401319501 || Iter Time:0.020103931427001953 || Total time:27.90929889678955 Iteration: 106 || Clusters count: 19 || Log posterior: -256291.0796070575 || Iter Time:0.018339872360229492 || Total time:27.92763876914978 Iteration: 107 || Clusters count: 19 || Log posterior: -256290.57529121122 || Iter Time:0.0221250057220459 || Total time:27.949763774871826 Iteration: 108 || Clusters count: 19 || Log posterior: -256289.66297803278 || Iter Time:0.018406152725219727 || Total time:27.968169927597046 Iteration: 109 || Clusters count: 19 || Log posterior: -256283.25020974147 || Iter Time:0.018741130828857422 || Total 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time:28.277364015579224 Iteration: 124 || Clusters count: 19 || Log posterior: -256201.95655453095 || Iter Time:0.023979902267456055 || Total time:28.30134391784668 Iteration: 125 || Clusters count: 19 || Log posterior: -256189.2186392114 || Iter Time:0.021770000457763672 || Total time:28.323113918304443 Loading and distributing data: 0.000782 seconds (140 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -256284.1722322291 || Iter Time:0.02360701560974121 || Total time:28.346720933914185 Iteration: 127 || Clusters count: 20 || Log posterior: -256190.4116022491 || Iter Time:0.02696084976196289 || Total time:28.373681783676147 Iteration: 128 || Clusters count: 20 || Log posterior: -256168.2941458253 || Iter Time:0.022732019424438477 || Total time:28.396413803100586 Iteration: 129 || Clusters count: 20 || Log posterior: -256176.10517596826 || Iter Time:0.022427082061767578 || Total time:28.418840885162354 Iteration: 130 || Clusters count: 20 || Log posterior: -256183.07426169072 || Iter Time:0.027384042739868164 || Total time:28.44622492790222 Iteration: 131 || Clusters count: 20 || Log posterior: -256164.70084437777 || Iter Time:0.02267003059387207 || Total time:28.468894958496094 Iteration: 132 || Clusters count: 20 || Log posterior: -256173.28209704923 || Iter Time:0.02290201187133789 || Total time:28.49179697036743 Iteration: 133 || Clusters count: 20 || Log posterior: -256180.17350245774 || Iter Time:0.022394180297851562 || Total time:28.514191150665283 Iteration: 134 || Clusters count: 20 || Log posterior: -256180.17356277723 || Iter Time:0.02689814567565918 || Total time:28.541089296340942 Iteration: 135 || Clusters count: 20 || Log posterior: -256171.56819459517 || Iter Time:0.022465944290161133 || Total time:28.563555240631104 Iteration: 136 || Clusters count: 20 || Log posterior: -256170.0942024199 || Iter Time:0.022811174392700195 || Total time:28.586366415023804 Iteration: 137 || Clusters count: 20 || Log posterior: -256173.23333961965 || Iter Time:0.027691125869750977 || Total time:28.614057540893555 Iteration: 138 || Clusters count: 20 || Log posterior: -256175.3188894876 || Iter Time:0.022907018661499023 || Total time:28.636964559555054 Iteration: 139 || Clusters count: 20 || Log posterior: -256162.118963104 || Iter Time:0.022601842880249023 || Total time:28.659566402435303 Iteration: 140 || Clusters count: 20 || Log posterior: -256178.71566496964 || Iter Time:0.023303985595703125 || Total time:28.682870388031006 Iteration: 141 || Clusters count: 20 || Log posterior: -256166.7703534709 || Iter Time:0.02823805809020996 || Total time:28.711108446121216 Iteration: 142 || Clusters count: 20 || Log posterior: -256163.34358459394 || Iter Time:0.024786949157714844 || Total time:28.73589539527893 Iteration: 143 || Clusters count: 20 || Log posterior: -256168.13520772415 || Iter Time:0.024498939514160156 || Total time:28.76039433479309 Iteration: 144 || Clusters count: 20 || Log posterior: -256165.12312751162 || Iter Time:0.029706954956054688 || Total time:28.790101289749146 Iteration: 145 || Clusters count: 20 || Log posterior: -256163.5414178515 || Iter Time:0.027001142501831055 || Total time:28.817102432250977 Iteration: 146 || Clusters count: 20 || Log posterior: -256163.5414178515 || Iter Time:0.024262189865112305 || Total time:28.84136462211609 Loading and distributing data: 0.000762 seconds (140 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -256206.15317300337 || Iter Time:0.030350923538208008 || Total time:28.871715545654297 Iteration: 148 || Clusters count: 20 || Log posterior: -256178.55244253273 || Iter Time:0.024448871612548828 || Total time:28.896164417266846 Iteration: 149 || Clusters count: 20 || Log posterior: -256166.4660213552 || Iter Time:0.025376081466674805 || Total time:28.92154049873352 Iteration: 150 || Clusters count: 20 || Log posterior: -256159.52948780416 || Iter Time:0.024963855743408203 || Total 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time:29.31833243370056 Iteration: 165 || Clusters count: 20 || Log posterior: -256078.63140826058 || Iter Time:0.02492690086364746 || Total time:29.34325933456421 Iteration: 166 || Clusters count: 20 || Log posterior: -256067.36252454703 || Iter Time:0.02495098114013672 || Total time:29.368210315704346 Iteration: 167 || Clusters count: 20 || Log posterior: -256067.36252454703 || Iter Time:0.02796006202697754 || Total time:29.396170377731323 Loading and distributing data: 0.000801 seconds (140 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -256015.44766068828 || Iter Time:0.025408029556274414 || Total time:29.421578407287598 Iteration: 169 || Clusters count: 20 || Log posterior: -256004.43544073272 || Iter Time:0.024722814559936523 || Total time:29.446301221847534 Iteration: 170 || Clusters count: 20 || Log posterior: -255993.03195952345 || Iter Time:0.030072927474975586 || Total time:29.47637414932251 Iteration: 171 || Clusters count: 20 || Log posterior: -255999.17069959128 || Iter Time:0.025423049926757812 || Total time:29.501797199249268 Iteration: 172 || Clusters count: 20 || Log posterior: -255996.90528850752 || Iter Time:0.025104045867919922 || Total time:29.526901245117188 Iteration: 173 || Clusters count: 20 || Log posterior: -255993.99463756688 || Iter Time:0.025090932846069336 || Total time:29.551992177963257 Iteration: 174 || Clusters count: 20 || Log posterior: -255996.74180394245 || Iter Time:0.029700040817260742 || Total time:29.581692218780518 Iteration: 175 || Clusters count: 20 || Log posterior: -256000.01950553473 || Iter Time:0.024716854095458984 || Total time:29.606409072875977 Iteration: 176 || Clusters count: 20 || Log posterior: -256000.9530017183 || Iter Time:0.025326967239379883 || Total time:29.631736040115356 Iteration: 177 || Clusters count: 20 || Log posterior: -256009.15704648802 || Iter Time:0.02962493896484375 || Total time:29.6613609790802 Iteration: 178 || Clusters count: 20 || Log posterior: -256000.1192034329 || Iter Time:0.026353120803833008 || Total time:29.687714099884033 Iteration: 179 || Clusters count: 20 || Log posterior: -256003.73663951032 || Iter Time:0.025789976119995117 || Total time:29.71350407600403 Iteration: 180 || Clusters count: 20 || Log posterior: -255994.283837722 || Iter Time:0.0308229923248291 || Total time:29.744327068328857 Iteration: 181 || Clusters count: 20 || Log posterior: -255998.47961533215 || Iter Time:0.025974035263061523 || Total time:29.77030110359192 Iteration: 182 || Clusters count: 20 || Log posterior: -255997.35899037027 || Iter Time:0.026433944702148438 || Total time:29.796735048294067 Iteration: 183 || Clusters count: 20 || Log posterior: -255999.71405068575 || Iter Time:0.030944108963012695 || Total time:29.82767915725708 Iteration: 184 || Clusters count: 20 || Log posterior: -255999.31440073115 || Iter Time:0.026739835739135742 || Total time:29.854418992996216 Iteration: 185 || Clusters count: 20 || Log posterior: -256000.22998348673 || Iter Time:0.026425838470458984 || Total time:29.880844831466675 Iteration: 186 || Clusters count: 20 || Log posterior: -256006.72189364396 || Iter Time:0.025612831115722656 || Total time:29.906457662582397 Iteration: 187 || Clusters count: 20 || Log posterior: -256002.36763543484 || Iter Time:0.03242301940917969 || Total time:29.938880681991577 Iteration: 188 || Clusters count: 20 || Log posterior: -255998.190194817 || Iter Time:0.024327993392944336 || Total time:29.96320867538452 Loading and distributing data: 0.000768 seconds (140 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -256124.81304250428 || Iter Time:0.02633190155029297 || Total time:29.989540576934814 Iteration: 190 || Clusters count: 20 || Log posterior: -256095.07651792117 || Iter Time:0.030582189559936523 || Total time:30.02012276649475 Iteration: 191 || Clusters count: 20 || Log posterior: -256080.15294524055 || Iter Time:0.025698184967041016 || Total time:30.045820951461792 Iteration: 192 || Clusters count: 20 || Log posterior: -256073.589723909 || Iter Time:0.025117158889770508 || Total time:30.070938110351562 Iteration: 193 || Clusters count: 20 || Log posterior: -256078.1163152184 || Iter Time:0.029575824737548828 || Total time:30.10051393508911 Iteration: 194 || Clusters count: 20 || Log posterior: -256074.92945046467 || Iter Time:0.02550506591796875 || Total time:30.12601900100708 Iteration: 195 || Clusters count: 20 || Log posterior: -256084.08771637146 || Iter Time:0.0248110294342041 || Total time:30.150830030441284 Iteration: 196 || Clusters count: 20 || Log posterior: -256073.643628466 || Iter Time:0.02903580665588379 || Total time:30.179865837097168 Iteration: 197 || Clusters count: 20 || Log posterior: -256069.33529629084 || Iter Time:0.02570509910583496 || Total time:30.205570936203003 Iteration: 198 || Clusters count: 20 || Log posterior: -256072.04597511317 || Iter Time:0.02493596076965332 || Total time:30.230506896972656 Iteration: 199 || Clusters count: 20 || Log posterior: -256075.73918743167 || Iter Time:0.0251009464263916 || Total time:30.255607843399048 Iteration: 200 || Clusters count: 20 || Log posterior: -256073.19722283163 || Iter Time:0.028455018997192383 || Total time:30.28406286239624 Iteration: 201 || Clusters count: 20 || Log posterior: -256079.08832454335 || Iter Time:0.02593684196472168 || Total time:30.309999704360962 Iteration: 202 || Clusters count: 20 || Log posterior: -256073.2525436421 || Iter Time:0.028323888778686523 || Total time:30.33832359313965 Iteration: 203 || Clusters count: 20 || Log posterior: -256071.27852335817 || Iter Time:0.09442305564880371 || Total time:30.432746648788452 Iteration: 204 || Clusters count: 20 || Log posterior: -256074.27663535243 || Iter Time:0.02415609359741211 || Total time:30.456902742385864 Iteration: 205 || Clusters count: 20 || Log posterior: -256071.45865276555 || Iter Time:0.02417898178100586 || Total time:30.48108172416687 Iteration: 206 || Clusters count: 20 || Log posterior: -256068.2811359216 || Iter Time:0.48790907859802246 || Total time:30.968990802764893 Iteration: 207 || Clusters count: 20 || Log posterior: -256078.55826463684 || Iter Time:0.02635502815246582 || Total time:30.99534583091736 Iteration: 208 || Clusters count: 20 || Log posterior: -256076.85139565912 || Iter Time:0.025482892990112305 || Total time:31.02082872390747 Iteration: 209 || Clusters count: 20 || Log posterior: -256064.95315533594 || Iter Time:0.02348804473876953 || Total time:31.04431676864624 NMI: 0.7910612550049508 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m32.8s [13601, 35093, 4705, 20240, 2588, 94466, 47845, 14100, 115374, 1543, 84622, 6984, 57618, 22800, 27388, 24157, 390308, 9990, 17354, 9224] Loading and distributing data: 0.000259 seconds (140 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6275.261807792556 || Iter Time:4.191167116165161 || Total time:4.191167116165161 Iteration: 1 || Clusters count: 1 || Log posterior: -6275.261807792556 || Iter Time:0.002496957778930664 || Total time:4.193664073944092 Iteration: 2 || Clusters count: 1 || Log posterior: -6275.261807792556 || Iter Time:0.0019028186798095703 || Total time:4.195566892623901 Iteration: 3 || Clusters count: 1 || Log posterior: -6275.261807792556 || Iter Time:0.0015118122100830078 || Total time:4.197078704833984 Iteration: 4 || Clusters count: 1 || Log posterior: -6275.261807792556 || Iter Time:0.0014538764953613281 || Total time:4.198532581329346 Iteration: 5 || Clusters count: 1 || Log posterior: -6275.261807792556 || Iter Time:0.0014240741729736328 || Total time:4.199956655502319 Iteration: 6 || Clusters count: 1 || Log posterior: -6275.261807792556 || Iter Time:0.001506805419921875 || Total time:4.201463460922241 Iteration: 7 || Clusters count: 1 || Log posterior: -6275.261807792556 || Iter Time:0.00138092041015625 || Total time:4.2028443813323975 Iteration: 8 || Clusters count: 2 || Log posterior: -5914.26154244685 || Iter Time:0.15282511711120605 || Total time:4.3556694984436035 Iteration: 9 || Clusters count: 2 || Log posterior: -5915.590956799476 || Iter Time:0.0022270679473876953 || Total time:4.357896566390991 Iteration: 10 || Clusters count: 2 || Log posterior: -5908.004574181313 || Iter Time:0.0018808841705322266 || Total time:4.359777450561523 Iteration: 11 || Clusters count: 2 || Log posterior: -5908.004574181313 || Iter Time:0.0019259452819824219 || Total time:4.361703395843506 Iteration: 12 || Clusters count: 2 || Log posterior: -5915.631247490163 || Iter Time:0.0019309520721435547 || Total time:4.363634347915649 Iteration: 13 || Clusters count: 2 || Log posterior: -5905.165192426502 || Iter Time:0.002039194107055664 || Total time:4.365673542022705 Iteration: 14 || Clusters count: 2 || Log posterior: -5912.41806503407 || Iter Time:0.0018048286437988281 || 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Iteration: 22 || Clusters count: 4 || Log posterior: -5663.631727472346 || Iter Time:0.0026628971099853516 || Total time:4.388163328170776 Iteration: 23 || Clusters count: 4 || Log posterior: -5666.8339900272285 || Iter Time:0.002629995346069336 || Total time:4.390793323516846 Iteration: 24 || Clusters count: 4 || Log posterior: -5670.838545818491 || Iter Time:0.0024220943450927734 || Total time:4.3932154178619385 Iteration: 25 || Clusters count: 4 || Log posterior: -5658.197374939031 || Iter Time:0.0025200843811035156 || Total time:4.395735502243042 Iteration: 26 || Clusters count: 4 || Log posterior: -5651.823454037996 || Iter Time:0.0024459362030029297 || Total time:4.398181438446045 Iteration: 27 || Clusters count: 4 || Log posterior: -5663.395632798344 || Iter Time:0.0025720596313476562 || Total time:4.400753498077393 Iteration: 28 || Clusters count: 4 || Log posterior: -5656.979498860627 || Iter Time:0.08682513236999512 || Total time:4.487578630447388 Iteration: 29 || Clusters count: 5 || Log posterior: -5663.813738946333 || Iter Time:0.006402015686035156 || Total time:4.493980646133423 Iteration: 30 || Clusters count: 5 || Log posterior: -5543.517060107266 || Iter Time:1.3844189643859863 || Total time:5.878399610519409 false [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 2, 2, 2, 2, 5, 5, 5, 5, 5, 1, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 1, 3, 3, 3, 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, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 2, 2, 2, 2, 5, 5, 5, 5, 5, 3, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 1, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4] Loading and distributing data: 0.000297 seconds (140 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 7 || Log posterior: -5134.714505654314 || Iter Time:0.032171010971069336 || Total time:5.9105706214904785 Iteration: 32 || Clusters count: 7 || Log posterior: -5096.631773952029 || Iter Time:0.015388965606689453 || Total time:5.925959587097168 Loading and distributing data: 0.000163 seconds (140 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 7 || Log posterior: -4047.3258481025796 || Iter Time:0.004656076431274414 || Total time:5.930615663528442 Iteration: 34 || Clusters count: 7 || Log posterior: -4013.5313191199475 || Iter Time:0.015852928161621094 || Total time:5.9464685916900635 Loading and distributing data: 0.000176 seconds (140 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 7 || Log posterior: -3752.499327800501 || Iter Time:0.004218101501464844 || Total time:5.950686693191528 Iteration: 36 || Clusters count: 7 || Log posterior: -3713.9536326538223 || Iter Time:0.015405893325805664 || Total time:5.966092586517334 Loading and distributing data: 0.000191 seconds (140 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 7 || Log posterior: -3691.7553428732526 || Iter Time:0.004461050033569336 || Total time:5.970553636550903 Iteration: 38 || Clusters count: 7 || Log posterior: -3646.4843972340523 || Iter Time:0.015923023223876953 || Total time:5.98647665977478 Loading and distributing data: 0.000172 seconds (140 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 7 || Log posterior: -3707.790724912788 || Iter Time:0.004788875579833984 || Total time:5.991265535354614 Iteration: 40 || Clusters count: 7 || Log posterior: -3659.465063004346 || Iter Time:0.01672983169555664 || Total time:6.007995367050171 Loading and distributing data: 0.000153 seconds (140 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 7 || Log posterior: -3714.907663562143 || Iter Time:0.004453897476196289 || Total time:6.012449264526367 Iteration: 42 || Clusters count: 7 || Log posterior: -3653.801611961211 || Iter Time:0.01670694351196289 || Total 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posterior: -3256.5258098387426 || Iter Time:0.01836109161376953 || Total time:6.109751224517822 Loading and distributing data: 0.000156 seconds (140 allocations: 13.180 KiB) Iteration: 49 || Clusters count: 8 || Log posterior: -3328.146564044118 || Iter Time:0.00527501106262207 || Total time:6.115026235580444 Iteration: 50 || Clusters count: 8 || Log posterior: -3276.73234112876 || Iter Time:0.018006086349487305 || Total time:6.133032321929932 Loading and distributing data: 0.000177 seconds (140 allocations: 13.180 KiB) Iteration: 51 || Clusters count: 8 || Log posterior: -3293.2942357395013 || Iter Time:0.005820035934448242 || Total time:6.13885235786438 Iteration: 52 || Clusters count: 8 || Log posterior: -3253.469827707178 || Iter Time:0.018080949783325195 || Total time:6.156933307647705 Loading and distributing data: 0.000176 seconds (140 allocations: 13.180 KiB) Iteration: 53 || Clusters count: 8 || Log posterior: -3293.2683358265713 || Iter Time:0.006887912750244141 || Total 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Iteration: 531 || Clusters count: 10 || Log posterior: -3174.548161202251 || Iter Time:0.009552955627441406 || Total time:14.947882652282715 Iteration: 532 || Clusters count: 10 || Log posterior: -3137.673390191389 || Iter Time:0.025015830993652344 || Total time:14.972898483276367 Loading and distributing data: 0.000181 seconds (140 allocations: 13.180 KiB) Iteration: 533 || Clusters count: 10 || Log posterior: -3170.396200017866 || Iter Time:0.009299039840698242 || Total time:14.982197523117065 Iteration: 534 || Clusters count: 10 || Log posterior: -3128.3710563269647 || Iter Time:0.025622129440307617 || Total time:15.007819652557373 Loading and distributing data: 0.000186 seconds (140 allocations: 13.180 KiB) Iteration: 535 || Clusters count: 10 || Log posterior: -3187.707574632951 || Iter Time:0.010987043380737305 || Total time:15.01880669593811 Iteration: 536 || Clusters count: 10 || Log posterior: -3143.5728973343744 || Iter Time:0.02587103843688965 || Total time:15.044677734375 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-3247.9025114951082 || Iter Time:0.009604930877685547 || Total time:16.23332166671753 Iteration: 576 || Clusters count: 10 || Log posterior: -3166.7492737382977 || Iter Time:0.024945974349975586 || Total time:16.258267641067505 Loading and distributing data: 0.000204 seconds (140 allocations: 13.180 KiB) Iteration: 577 || Clusters count: 10 || Log posterior: -3182.3659184694 || Iter Time:0.010181903839111328 || Total time:16.268449544906616 Iteration: 578 || Clusters count: 10 || Log posterior: -3140.142195594786 || Iter Time:0.02585887908935547 || Total time:16.29430842399597 Loading and distributing data: 0.000188 seconds (140 allocations: 13.180 KiB) Iteration: 579 || Clusters count: 10 || Log posterior: -3176.9495717615487 || Iter Time:0.010298013687133789 || Total time:16.304606437683105 Iteration: 580 || Clusters count: 10 || Log posterior: -3147.0688779661427 || Iter Time:0.025213003158569336 || Total time:16.329819440841675 Loading and distributing data: 0.000182 seconds (140 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Iteration: 642 || Clusters count: 10 || Log posterior: -3162.3567098129934 || Iter Time:0.02963113784790039 || Total time:17.52300715446472 Loading and distributing data: 0.000183 seconds (140 allocations: 13.180 KiB) Iteration: 643 || Clusters count: 10 || Log posterior: -3240.3199811486907 || Iter Time:0.011862993240356445 || Total time:17.534870147705078 Iteration: 644 || Clusters count: 10 || Log posterior: -3196.5169517597374 || Iter Time:0.029276132583618164 || Total time:17.564146280288696 Loading and distributing data: 0.000185 seconds (140 allocations: 13.180 KiB) Iteration: 645 || Clusters count: 10 || Log posterior: -3228.5926942383953 || Iter Time:0.011655092239379883 || Total time:17.575801372528076 Iteration: 646 || Clusters count: 10 || Log posterior: -3145.945310615008 || Iter Time:0.029695987701416016 || Total time:17.605497360229492 Loading and distributing data: 0.000179 seconds (140 allocations: 13.180 KiB) Iteration: 647 || Clusters count: 10 || Log posterior: 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|| Log posterior: -3124.1461063488914 || Iter Time:0.023459196090698242 || Total time:17.978671073913574 Loading and distributing data: 0.000156 seconds (140 allocations: 13.180 KiB) Iteration: 665 || Clusters count: 11 || Log posterior: -3225.3971846504483 || Iter Time:0.009670019149780273 || Total time:17.988341093063354 Iteration: 666 || Clusters count: 11 || Log posterior: -3161.0550217382206 || Iter Time:0.02438187599182129 || Total time:18.012722969055176 Loading and distributing data: 0.000160 seconds (140 allocations: 13.180 KiB) Iteration: 667 || Clusters count: 11 || Log posterior: -3179.0671485312755 || Iter Time:0.00937199592590332 || Total time:18.02209496498108 Iteration: 668 || Clusters count: 11 || Log posterior: -3138.8780241583913 || Iter Time:0.02466297149658203 || Total time:18.04675793647766 Loading and distributing data: 0.000163 seconds (140 allocations: 13.180 KiB) Iteration: 669 || Clusters count: 12 || Log posterior: -3177.713749928072 || Iter 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Iteration: 675 || Clusters count: 13 || Log posterior: -3117.024861669691 || Iter Time:0.011286020278930664 || Total time:18.175915956497192 Iteration: 676 || Clusters count: 12 || Log posterior: -3082.768310010521 || Iter Time:0.02965521812438965 || Total time:18.205571174621582 Loading and distributing data: 0.000175 seconds (140 allocations: 13.180 KiB) Iteration: 677 || Clusters count: 12 || Log posterior: -3124.940359734531 || Iter Time:0.009948015213012695 || Total time:18.215519189834595 Iteration: 678 || Clusters count: 12 || Log posterior: -3081.240536536314 || Iter Time:0.0275270938873291 || Total time:18.243046283721924 Loading and distributing data: 0.000163 seconds (140 allocations: 13.180 KiB) Iteration: 679 || Clusters count: 12 || Log posterior: -3160.030097211541 || Iter Time:0.011620044708251953 || Total time:18.254666328430176 Iteration: 680 || Clusters count: 12 || Log posterior: -3116.5258146892697 || Iter Time:0.02909708023071289 || Total time:18.28376340866089 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-3151.1350268810593 || Iter Time:0.007424831390380859 || Total time:19.021534204483032 Iteration: 720 || Clusters count: 12 || Log posterior: -3107.130245373391 || Iter Time:0.018770933151245117 || Total time:19.040305137634277 Loading and distributing data: 0.000156 seconds (140 allocations: 13.180 KiB) Iteration: 721 || Clusters count: 12 || Log posterior: -3073.914262427798 || Iter Time:0.007451057434082031 || Total time:19.04775619506836 Iteration: 722 || Clusters count: 12 || Log posterior: -3055.0740716479168 || Iter Time:0.019005775451660156 || Total time:19.06676197052002 Loading and distributing data: 0.000161 seconds (140 allocations: 13.180 KiB) Iteration: 723 || Clusters count: 12 || Log posterior: -3126.7525054805687 || Iter Time:0.009844064712524414 || Total time:19.076606035232544 Iteration: 724 || Clusters count: 12 || Log posterior: -3084.652253441919 || Iter Time:0.028010845184326172 || Total time:19.10461688041687 Loading and distributing data: 0.000233 seconds (140 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Iteration: 747 || Clusters count: 12 || Log posterior: -3194.8004699894122 || Iter Time:0.012477874755859375 || Total time:19.533199071884155 Iteration: 748 || Clusters count: 12 || Log posterior: -3147.443384966842 || Iter Time:0.029993057250976562 || Total time:19.563192129135132 Loading and distributing data: 0.000165 seconds (140 allocations: 13.180 KiB) Iteration: 749 || Clusters count: 12 || Log posterior: -3163.8670291117724 || Iter Time:0.012067794799804688 || Total time:19.575259923934937 Iteration: 750 || Clusters count: 12 || Log posterior: -3110.792903130671 || Iter Time:0.030989885330200195 || Total time:19.606249809265137 Loading and distributing data: 0.000172 seconds (140 allocations: 13.180 KiB) Iteration: 751 || Clusters count: 12 || Log posterior: -3138.4446283415386 || Iter Time:0.012718915939331055 || Total time:19.618968725204468 Iteration: 752 || Clusters count: 12 || Log posterior: -3097.605346335407 || Iter Time:0.03014993667602539 || Total 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Iteration: 769 || Clusters count: 12 || Log posterior: -3170.2210200857944 || Iter Time:0.009093046188354492 || Total time:19.909435749053955 Iteration: 770 || Clusters count: 12 || Log posterior: -3133.362617425978 || Iter Time:0.023044824600219727 || Total time:19.932480573654175 Loading and distributing data: 0.000161 seconds (140 allocations: 13.180 KiB) Iteration: 771 || Clusters count: 12 || Log posterior: -3160.0982145267308 || Iter Time:0.011448144912719727 || Total time:19.943928718566895 Iteration: 772 || Clusters count: 12 || Log posterior: -3137.670304953709 || Iter Time:0.02969503402709961 || Total time:19.973623752593994 Loading and distributing data: 0.000194 seconds (140 allocations: 13.180 KiB) Iteration: 773 || Clusters count: 12 || Log posterior: -3092.6818847038717 || Iter Time:0.01047205924987793 || Total time:19.984095811843872 Iteration: 774 || Clusters count: 12 || Log posterior: -3060.022264264747 || Iter Time:0.028192996978759766 || Total 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Iteration: 791 || Clusters count: 12 || Log posterior: -3058.7831289180854 || Iter Time:0.010045051574707031 || Total time:20.33031129837036 Iteration: 792 || Clusters count: 12 || Log posterior: -3037.3366533057956 || Iter Time:0.019069910049438477 || Total time:20.3493812084198 Loading and distributing data: 0.000128 seconds (140 allocations: 13.180 KiB) Iteration: 793 || Clusters count: 12 || Log posterior: -3136.8803687761983 || Iter Time:0.007519960403442383 || Total time:20.356901168823242 Iteration: 794 || Clusters count: 12 || Log posterior: -3095.910040962103 || Iter Time:0.018746137619018555 || Total time:20.37564730644226 Loading and distributing data: 0.000152 seconds (140 allocations: 13.180 KiB) Iteration: 795 || Clusters count: 12 || Log posterior: -3177.775153884609 || Iter Time:0.006919145584106445 || Total time:20.382566452026367 Iteration: 796 || Clusters count: 12 || Log posterior: -3132.032659589064 || Iter Time:0.018316984176635742 || Total time:20.400883436203003 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-3164.160898529759 || Iter Time:0.021859169006347656 || Total time:20.484787940979004 Loading and distributing data: 0.000159 seconds (140 allocations: 13.180 KiB) Iteration: 803 || Clusters count: 12 || Log posterior: -3139.157049089492 || Iter Time:0.010370969772338867 || Total time:20.495158910751343 Iteration: 804 || Clusters count: 12 || Log posterior: -3121.4126231678265 || Iter Time:0.018951892852783203 || Total time:20.514110803604126 Loading and distributing data: 0.000155 seconds (140 allocations: 13.180 KiB) Iteration: 805 || Clusters count: 12 || Log posterior: -3125.4276580760475 || Iter Time:0.008502006530761719 || Total time:20.522612810134888 Iteration: 806 || Clusters count: 12 || Log posterior: -3096.37045773967 || Iter Time:0.02427816390991211 || Total time:20.5468909740448 Loading and distributing data: 0.000165 seconds (140 allocations: 13.180 KiB) Iteration: 807 || Clusters count: 12 || Log posterior: -3131.0024316629792 || Iter Time:0.00958108901977539 || Total 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Iteration: 863 || Clusters count: 12 || Log posterior: -3105.210779271475 || Iter Time:0.01211404800415039 || Total time:21.752886056900024 Iteration: 864 || Clusters count: 12 || Log posterior: -3077.2323646569957 || Iter Time:0.030194997787475586 || Total time:21.7830810546875 Loading and distributing data: 0.000165 seconds (140 allocations: 13.180 KiB) Iteration: 865 || Clusters count: 12 || Log posterior: -3143.2167107138275 || Iter Time:0.01182699203491211 || Total time:21.794908046722412 Iteration: 866 || Clusters count: 12 || Log posterior: -3102.0372421276516 || Iter Time:0.029799938201904297 || Total time:21.824707984924316 Loading and distributing data: 0.000168 seconds (140 allocations: 13.180 KiB) Iteration: 867 || Clusters count: 12 || Log posterior: -3190.398570877686 || Iter Time:0.011741876602172852 || Total time:21.83644986152649 Iteration: 868 || Clusters count: 12 || Log posterior: -3156.0966937529206 || Iter Time:0.029154062271118164 || Total time:21.865603923797607 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|| Log posterior: -3117.631812488924 || Iter Time:0.030083894729614258 || Total time:23.12191414833069 Loading and distributing data: 0.000167 seconds (140 allocations: 13.180 KiB) Iteration: 925 || Clusters count: 13 || Log posterior: -3135.5963296920013 || Iter Time:0.01252889633178711 || Total time:23.134443044662476 Iteration: 926 || Clusters count: 13 || Log posterior: -3068.7251582798804 || Iter Time:0.030041933059692383 || Total time:23.164484977722168 Loading and distributing data: 0.000173 seconds (140 allocations: 13.180 KiB) Iteration: 927 || Clusters count: 14 || Log posterior: -3136.02483940372 || Iter Time:0.012197017669677734 || Total time:23.176681995391846 Iteration: 928 || Clusters count: 14 || Log posterior: -3064.5315242721917 || Iter Time:0.031471967697143555 || Total time:23.20815396308899 Loading and distributing data: 0.000158 seconds (140 allocations: 13.180 KiB) Iteration: 929 || Clusters count: 14 || Log posterior: -3119.20596840505 || Iter 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|| Iter Time:0.03218412399291992 || Total time:23.6295063495636 Loading and distributing data: 0.000158 seconds (140 allocations: 13.180 KiB) Iteration: 947 || Clusters count: 14 || Log posterior: -3144.1515946117693 || Iter Time:0.012803077697753906 || Total time:23.642309427261353 Iteration: 948 || Clusters count: 14 || Log posterior: -3066.4009459248787 || Iter Time:0.03177785873413086 || Total time:23.674087285995483 Loading and distributing data: 0.000162 seconds (140 allocations: 13.180 KiB) Iteration: 949 || Clusters count: 14 || Log posterior: -3108.89370751241 || Iter Time:0.01442718505859375 || Total time:23.688514471054077 Iteration: 950 || Clusters count: 14 || Log posterior: -3072.6646961958677 || Iter Time:0.03539681434631348 || Total time:23.72391128540039 Loading and distributing data: 0.000162 seconds (140 allocations: 13.180 KiB) Iteration: 951 || Clusters count: 14 || Log posterior: -3178.8337115453055 || Iter Time:0.013779163360595703 || Total 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Iteration: 974 || Clusters count: 14 || Log posterior: -3017.1729788577018 || Iter Time:0.03423595428466797 || Total time:24.352645874023438 Loading and distributing data: 0.000169 seconds (140 allocations: 13.180 KiB) Iteration: 975 || Clusters count: 14 || Log posterior: -3076.3636660997718 || Iter Time:0.012688875198364258 || Total time:24.3653347492218 Iteration: 976 || Clusters count: 14 || Log posterior: -3020.202222222779 || Iter Time:0.03585195541381836 || Total time:24.40118670463562 Loading and distributing data: 0.000177 seconds (140 allocations: 13.180 KiB) Iteration: 977 || Clusters count: 14 || Log posterior: -3082.5404539400033 || Iter Time:0.013767004013061523 || Total time:24.41495370864868 Iteration: 978 || Clusters count: 14 || Log posterior: -3001.775392000462 || Iter Time:0.03609490394592285 || Total time:24.451048612594604 Loading and distributing data: 0.000197 seconds (140 allocations: 13.180 KiB) Iteration: 979 || Clusters count: 14 || Log posterior: 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|| Log posterior: -3087.505737197319 || Iter Time:0.03525114059448242 || Total time:24.9380202293396 Loading and distributing data: 0.000176 seconds (140 allocations: 13.180 KiB) Iteration: 997 || Clusters count: 14 || Log posterior: -3114.1741033545804 || Iter Time:0.013872861862182617 || Total time:24.951893091201782 Iteration: 998 || Clusters count: 14 || Log posterior: -3062.8469958359265 || Iter Time:0.035529136657714844 || Total time:24.987422227859497 Loading and distributing data: 0.000167 seconds (140 allocations: 13.180 KiB) Iteration: 999 || Clusters count: 14 || Log posterior: -3128.881349879698 || Iter Time:0.014421939849853516 || Total time:25.00184416770935 Iteration: 1000 || Clusters count: 14 || Log posterior: -3050.6761536276267 || Iter Time:0.03479313850402832 || Total time:25.03663730621338 Loading and distributing data: 0.000161 seconds (140 allocations: 13.180 KiB) Iteration: 1001 || Clusters count: 14 || Log posterior: -3055.1201060726235 || Iter 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Iteration: 1007 || Clusters count: 14 || Log posterior: -3089.3719592545776 || Iter Time:0.015462875366210938 || Total time:25.205172538757324 Iteration: 1008 || Clusters count: 14 || Log posterior: -3039.6839936908764 || Iter Time:0.036966800689697266 || Total time:25.24213933944702 Loading and distributing data: 0.000177 seconds (140 allocations: 13.180 KiB) Iteration: 1009 || Clusters count: 14 || Log posterior: -3124.383875940049 || Iter Time:0.015356063842773438 || Total time:25.257495403289795 Iteration: 1010 || Clusters count: 14 || Log posterior: -3070.7336679732384 || Iter Time:0.03732800483703613 || Total time:25.29482340812683 Loading and distributing data: 0.000179 seconds (140 allocations: 13.180 KiB) Iteration: 1011 || Clusters count: 14 || Log posterior: -3105.8115694176377 || Iter Time:0.015253782272338867 || Total time:25.31007719039917 Iteration: 1012 || Clusters count: 14 || Log posterior: -3067.402340352415 || Iter Time:0.06041312217712402 || Total 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Iteration: 1029 || Clusters count: 14 || Log posterior: -3101.081488210577 || Iter Time:0.014946937561035156 || Total time:25.806762218475342 Iteration: 1030 || Clusters count: 14 || Log posterior: -3038.36799397692 || Iter Time:0.0355219841003418 || Total time:25.842284202575684 Loading and distributing data: 0.000164 seconds (140 allocations: 13.180 KiB) Iteration: 1031 || Clusters count: 14 || Log posterior: -3131.361515887232 || Iter Time:0.015230894088745117 || Total time:25.85751509666443 Iteration: 1032 || Clusters count: 14 || Log posterior: -3093.376219300602 || Iter Time:0.03625679016113281 || Total time:25.89377188682556 Loading and distributing data: 0.000165 seconds (140 allocations: 13.180 KiB) Iteration: 1033 || Clusters count: 14 || Log posterior: -3111.156246231126 || Iter Time:0.015038013458251953 || Total time:25.908809900283813 Iteration: 1034 || Clusters count: 14 || Log posterior: -3076.390821245932 || Iter Time:0.03690814971923828 || Total time:25.94571805000305 Loading and distributing data: 0.000171 seconds (140 allocations: 13.180 KiB) Iteration: 1035 || Clusters count: 14 || Log posterior: -3147.8233600716376 || Iter Time:0.014981985092163086 || Total time:25.960700035095215 Iteration: 1036 || Clusters count: 14 || Log posterior: -3097.0114579402148 || Iter Time:0.05764198303222656 || Total time:26.01834201812744 Loading and distributing data: 0.000173 seconds (140 allocations: 13.180 KiB) Iteration: 1037 || Clusters count: 14 || Log posterior: -3141.9326034595415 || Iter Time:0.014969110488891602 || Total time:26.033311128616333 Iteration: 1038 || Clusters count: 14 || Log posterior: -3067.1159783112507 || Iter Time:0.03705096244812012 || Total time:26.070362091064453 Loading and distributing data: 0.000180 seconds (140 allocations: 13.180 KiB) Iteration: 1039 || Clusters count: 14 || Log posterior: -3079.34806373386 || Iter Time:0.015153884887695312 || Total time:26.08551597595215 Iteration: 1040 || Clusters count: 14 || Log posterior: 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Iteration: 1112 || Clusters count: 15 || Log posterior: -3070.476302231544 || Iter Time:0.04094219207763672 || Total time:28.273747444152832 Loading and distributing data: 0.000170 seconds (140 allocations: 13.180 KiB) Iteration: 1113 || Clusters count: 15 || Log posterior: -3126.417747776187 || Iter Time:0.017742156982421875 || Total time:28.291489601135254 Iteration: 1114 || Clusters count: 15 || Log posterior: -3066.0401161257205 || Iter Time:0.041760921478271484 || Total time:28.333250522613525 Loading and distributing data: 0.000176 seconds (140 allocations: 13.180 KiB) Iteration: 1115 || Clusters count: 15 || Log posterior: -3085.6988901867467 || Iter Time:0.017282962799072266 || Total time:28.350533485412598 Iteration: 1116 || Clusters count: 15 || Log posterior: -3033.4899905156885 || Iter Time:0.04055500030517578 || Total time:28.391088485717773 Loading and distributing data: 0.000166 seconds (140 allocations: 13.180 KiB) Iteration: 1117 || Clusters count: 15 || Log posterior: 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|| Total time:28.738632678985596 Loading and distributing data: 0.000195 seconds (140 allocations: 13.180 KiB) Iteration: 1129 || Clusters count: 16 || Log posterior: -3167.4724017188014 || Iter Time:0.03991985321044922 || Total time:28.778552532196045 Iteration: 1130 || Clusters count: 16 || Log posterior: -3108.808799728068 || Iter Time:0.04105687141418457 || Total time:28.81960940361023 Loading and distributing data: 0.000178 seconds (140 allocations: 13.180 KiB) Iteration: 1131 || Clusters count: 16 || Log posterior: -3152.542280152462 || Iter Time:0.01730799674987793 || Total time:28.836917400360107 Iteration: 1132 || Clusters count: 16 || Log posterior: -3103.7823583073728 || Iter Time:0.042906999588012695 || Total time:28.87982439994812 Loading and distributing data: 0.000183 seconds (140 allocations: 13.180 KiB) Iteration: 1133 || Clusters count: 15 || Log posterior: -3086.0030355020695 || Iter Time:0.0185549259185791 || Total time:28.8983793258667 Iteration: 1134 || Clusters 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Iteration: 1145 || Clusters count: 15 || Log posterior: -3159.9575723432254 || Iter Time:0.017457962036132812 || Total time:29.254589319229126 Iteration: 1146 || Clusters count: 15 || Log posterior: -3107.513866772115 || Iter Time:0.04152417182922363 || Total time:29.29611349105835 Loading and distributing data: 0.000164 seconds (140 allocations: 13.180 KiB) Iteration: 1147 || Clusters count: 15 || Log posterior: -3122.4166689268404 || Iter Time:0.017253875732421875 || Total time:29.31336736679077 Iteration: 1148 || Clusters count: 15 || Log posterior: -3073.9786278623424 || Iter Time:0.04078412055969238 || Total time:29.354151487350464 Loading and distributing data: 0.000170 seconds (140 allocations: 13.180 KiB) Iteration: 1149 || Clusters count: 16 || Log posterior: -3103.003326246189 || Iter Time:0.016286849975585938 || Total time:29.37043833732605 Iteration: 1150 || Clusters count: 16 || Log posterior: -3064.5645181552327 || Iter Time:0.04041099548339844 || Total time:29.41084933280945 Loading and distributing data: 0.000194 seconds (140 allocations: 13.180 KiB) Iteration: 1151 || Clusters count: 16 || Log posterior: -3092.907405546774 || Iter Time:0.01528477668762207 || Total time:29.42613410949707 Iteration: 1152 || Clusters count: 15 || Log posterior: -3037.951100850418 || Iter Time:0.06346893310546875 || Total time:29.48960304260254 Loading and distributing data: 0.000177 seconds (140 allocations: 13.180 KiB) Iteration: 1153 || Clusters count: 15 || Log posterior: -3069.8773834571202 || Iter Time:0.014873027801513672 || Total time:29.504476070404053 Iteration: 1154 || Clusters count: 15 || Log posterior: -3027.665602865027 || Iter Time:0.03869318962097168 || Total time:29.543169260025024 Loading and distributing data: 0.000177 seconds (140 allocations: 13.180 KiB) Iteration: 1155 || Clusters count: 15 || Log posterior: -3090.175155825914 || Iter Time:0.014838218688964844 || Total time:29.55800747871399 Iteration: 1156 || Clusters count: 15 || Log posterior: -3042.7028926182743 || Iter Time:0.03838205337524414 || Total time:29.596389532089233 Loading and distributing data: 0.000183 seconds (140 allocations: 13.180 KiB) Iteration: 1157 || Clusters count: 15 || Log posterior: -3087.69624623412 || Iter Time:0.014776945114135742 || Total time:29.61116647720337 Iteration: 1158 || Clusters count: 15 || Log posterior: -3052.1931383223464 || Iter Time:0.038926124572753906 || Total time:29.650092601776123 Loading and distributing data: 0.000177 seconds (140 allocations: 13.180 KiB) Iteration: 1159 || Clusters count: 15 || Log posterior: -3064.509222194186 || Iter Time:0.017462968826293945 || Total time:29.667555570602417 Iteration: 1160 || Clusters count: 15 || Log posterior: -3025.9102349151203 || Iter Time:0.04131197929382324 || Total time:29.70886754989624 Loading and distributing data: 0.000175 seconds (140 allocations: 13.180 KiB) Iteration: 1161 || Clusters count: 15 || Log posterior: -3099.507179260221 || Iter 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Iteration: 1167 || Clusters count: 15 || Log posterior: -3103.897600264714 || Iter Time:0.016472816467285156 || Total time:29.903255224227905 Iteration: 1168 || Clusters count: 15 || Log posterior: -3040.4115795014245 || Iter Time:0.040392160415649414 || Total time:29.943647384643555 Loading and distributing data: 0.000164 seconds (140 allocations: 13.180 KiB) Iteration: 1169 || Clusters count: 15 || Log posterior: -3032.728272720616 || Iter Time:0.017667055130004883 || Total time:29.96131443977356 Iteration: 1170 || Clusters count: 15 || Log posterior: -2979.1717388323837 || Iter Time:0.04051709175109863 || Total time:30.001831531524658 Loading and distributing data: 0.000182 seconds (140 allocations: 13.180 KiB) Iteration: 1171 || Clusters count: 15 || Log posterior: -3084.7630007229686 || Iter Time:0.016641855239868164 || Total time:30.018473386764526 Iteration: 1172 || Clusters count: 15 || Log posterior: -3024.4416093759546 || Iter Time:0.04016900062561035 || Total time:30.058642387390137 Loading and distributing data: 0.000174 seconds (140 allocations: 13.180 KiB) Iteration: 1173 || Clusters count: 15 || Log posterior: -3070.3958862097606 || Iter Time:0.016381025314331055 || Total time:30.075023412704468 Iteration: 1174 || Clusters count: 15 || Log posterior: -3011.3462218264085 || Iter Time:0.040399789810180664 || Total time:30.11542320251465 Loading and distributing data: 0.000190 seconds (140 allocations: 13.180 KiB) Iteration: 1175 || Clusters count: 15 || Log posterior: -3037.569480037143 || Iter Time:0.016691923141479492 || Total time:30.132115125656128 Iteration: 1176 || Clusters count: 15 || Log posterior: -3000.2416194071384 || Iter Time:0.06148576736450195 || Total time:30.19360089302063 Loading and distributing data: 0.000174 seconds (140 allocations: 13.180 KiB) Iteration: 1177 || Clusters count: 15 || Log posterior: -3087.1149116632737 || Iter Time:0.015716075897216797 || Total time:30.209316968917847 Iteration: 1178 || Clusters 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Iteration: 1189 || Clusters count: 15 || Log posterior: -3099.7459727362634 || Iter Time:0.015901803970336914 || Total time:30.548054456710815 Iteration: 1190 || Clusters count: 15 || Log posterior: -3043.415778353603 || Iter Time:0.03974795341491699 || Total time:30.587802410125732 Loading and distributing data: 0.000184 seconds (140 allocations: 13.180 KiB) Iteration: 1191 || Clusters count: 15 || Log posterior: -3100.3789022721917 || Iter Time:0.015989065170288086 || Total time:30.60379147529602 Iteration: 1192 || Clusters count: 15 || Log posterior: -3049.0843717298785 || Iter Time:0.0385739803314209 || Total time:30.64236545562744 Loading and distributing data: 0.000195 seconds (140 allocations: 13.180 KiB) Iteration: 1193 || Clusters count: 15 || Log posterior: -3180.8196870062443 || Iter Time:0.015034914016723633 || Total time:30.657400369644165 Iteration: 1194 || Clusters count: 15 || Log posterior: -3105.8605354514025 || Iter Time:0.037786006927490234 || Total 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|| Log posterior: -3090.193544606783 || Iter Time:0.03811383247375488 || Total time:30.88253402709961 Loading and distributing data: 0.000178 seconds (140 allocations: 13.180 KiB) Iteration: 1201 || Clusters count: 15 || Log posterior: -3141.11984591224 || Iter Time:0.011967897415161133 || Total time:30.89450192451477 Iteration: 1202 || Clusters count: 15 || Log posterior: -3088.4830470919305 || Iter Time:0.031003952026367188 || Total time:30.925505876541138 Loading and distributing data: 0.000178 seconds (140 allocations: 13.180 KiB) Iteration: 1203 || Clusters count: 15 || Log posterior: -3145.894198057642 || Iter Time:0.010564804077148438 || Total time:30.936070680618286 Iteration: 1204 || Clusters count: 15 || Log posterior: -3095.7348460960156 || Iter Time:0.025542020797729492 || Total time:30.961612701416016 Loading and distributing data: 0.000167 seconds (140 allocations: 13.180 KiB) Iteration: 1205 || Clusters count: 15 || Log posterior: -3136.522902620062 || Iter 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Iteration: 1211 || Clusters count: 15 || Log posterior: -3136.2593262790488 || Iter Time:0.01586294174194336 || Total time:31.12400984764099 Iteration: 1212 || Clusters count: 15 || Log posterior: -3069.519013651586 || Iter Time:0.03885078430175781 || Total time:31.16286063194275 Loading and distributing data: 0.000187 seconds (140 allocations: 13.180 KiB) Iteration: 1213 || Clusters count: 15 || Log posterior: -3139.8499745375484 || Iter Time:0.01641702651977539 || Total time:31.179277658462524 Iteration: 1214 || Clusters count: 15 || Log posterior: -3084.697956651028 || Iter Time:0.03854799270629883 || Total time:31.217825651168823 Loading and distributing data: 0.000183 seconds (140 allocations: 13.180 KiB) Iteration: 1215 || Clusters count: 15 || Log posterior: -3128.294040524086 || Iter Time:0.015098810195922852 || Total time:31.232924461364746 Iteration: 1216 || Clusters count: 15 || Log posterior: -3089.70199895428 || Iter Time:0.03836393356323242 || Total time:31.27128839492798 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Iteration: 1250 || Clusters count: 15 || Log posterior: -3074.4595374577975 || Iter Time:0.03895401954650879 || Total time:32.2485146522522 Loading and distributing data: 0.000176 seconds (140 allocations: 13.180 KiB) Iteration: 1251 || Clusters count: 15 || Log posterior: -3083.334541694375 || Iter Time:0.018305063247680664 || Total time:32.26681971549988 Iteration: 1252 || Clusters count: 15 || Log posterior: -3044.069814812116 || Iter Time:0.041140079498291016 || Total time:32.30795979499817 Loading and distributing data: 0.000163 seconds (140 allocations: 13.180 KiB) Iteration: 1253 || Clusters count: 15 || Log posterior: -3104.5076117601034 || Iter Time:0.01776909828186035 || Total time:32.32572889328003 Iteration: 1254 || Clusters count: 15 || Log posterior: -3073.1292081995016 || Iter Time:0.039628028869628906 || Total time:32.36535692214966 Loading and distributing data: 0.000167 seconds (140 allocations: 13.180 KiB) Iteration: 1255 || Clusters count: 15 || Log posterior: 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(140 allocations: 13.180 KiB) Iteration: 1261 || Clusters count: 16 || Log posterior: -3140.786884043046 || Iter Time:0.015493154525756836 || Total time:32.55243182182312 Iteration: 1262 || Clusters count: 15 || Log posterior: -3091.7125471287727 || Iter Time:0.038836002349853516 || Total time:32.591267824172974 Loading and distributing data: 0.000181 seconds (140 allocations: 13.180 KiB) Iteration: 1263 || Clusters count: 15 || Log posterior: -3115.5326853162915 || Iter Time:0.014714956283569336 || Total time:32.60598278045654 Iteration: 1264 || Clusters count: 15 || Log posterior: -3082.051197078856 || Iter Time:0.037036895751953125 || Total time:32.643019676208496 Loading and distributing data: 0.000160 seconds (140 allocations: 13.180 KiB) Iteration: 1265 || Clusters count: 15 || Log posterior: -3132.293815919142 || Iter Time:0.014654874801635742 || Total time:32.65767455101013 Iteration: 1266 || Clusters count: 15 || Log posterior: -3090.262351665005 || Iter Time:0.037628173828125 || Total time:32.69530272483826 Loading and distributing data: 0.000167 seconds (140 allocations: 13.180 KiB) Iteration: 1267 || Clusters count: 15 || Log posterior: -3145.313531946231 || Iter Time:0.014621973037719727 || Total time:32.70992469787598 Iteration: 1268 || Clusters count: 15 || Log posterior: -3097.0485380971654 || Iter Time:0.03786301612854004 || Total time:32.74778771400452 Loading and distributing data: 0.000188 seconds (140 allocations: 13.180 KiB) Iteration: 1269 || Clusters count: 15 || Log posterior: -3120.9026040620925 || Iter Time:0.014928817749023438 || Total time:32.76271653175354 Iteration: 1270 || Clusters count: 15 || Log posterior: -3075.3594771785856 || Iter Time:0.060111045837402344 || Total time:32.82282757759094 Loading and distributing data: 0.000170 seconds (140 allocations: 13.180 KiB) Iteration: 1271 || Clusters count: 15 || Log posterior: -3106.6584602753746 || Iter Time:0.016846895217895508 || Total time:32.83967447280884 Iteration: 1272 || Clusters count: 15 || Log posterior: -3061.0813473398634 || Iter Time:0.039299964904785156 || Total time:32.87897443771362 Loading and distributing data: 0.000169 seconds (140 allocations: 13.180 KiB) Iteration: 1273 || Clusters count: 15 || Log posterior: -3084.7838545906334 || Iter Time:0.017495155334472656 || Total time:32.896469593048096 Iteration: 1274 || Clusters count: 15 || Log posterior: -3044.8356924786594 || Iter Time:0.041494131088256836 || Total time:32.93796372413635 Loading and distributing data: 0.000169 seconds (140 allocations: 13.180 KiB) Iteration: 1275 || Clusters count: 15 || Log posterior: -3103.7714138704177 || Iter Time:0.017948150634765625 || Total time:32.95591187477112 Iteration: 1276 || Clusters count: 15 || Log posterior: -3054.4678344412173 || Iter Time:0.040160179138183594 || Total time:32.9960720539093 Loading and distributing data: 0.000176 seconds (140 allocations: 13.180 KiB) Iteration: 1277 || Clusters count: 15 || Log posterior: -3166.99882062411 || Iter Time:0.017747163772583008 || Total time:33.013819217681885 Iteration: 1278 || Clusters count: 15 || Log posterior: -3102.886892620505 || Iter Time:0.04036903381347656 || Total time:33.05418825149536 Loading and distributing data: 0.000183 seconds (140 allocations: 13.180 KiB) Iteration: 1279 || Clusters count: 15 || Log posterior: -3082.061241407885 || Iter Time:0.01732182502746582 || Total time:33.07151007652283 Iteration: 1280 || Clusters count: 15 || Log posterior: -3025.6526538796566 || Iter Time:0.03986501693725586 || Total time:33.11137509346008 Loading and distributing data: 0.000167 seconds (140 allocations: 13.180 KiB) Iteration: 1281 || Clusters count: 15 || Log posterior: -3114.5989867507155 || Iter Time:0.015651941299438477 || Total time:33.12702703475952 Iteration: 1282 || Clusters count: 15 || Log posterior: -3039.345503343166 || Iter Time:0.03737211227416992 || Total time:33.16439914703369 Loading and distributing data: 0.000162 seconds (140 allocations: 13.180 KiB) Iteration: 1283 || Clusters count: 15 || Log posterior: -3144.582749315227 || Iter Time:0.01584792137145996 || Total time:33.18024706840515 Iteration: 1284 || Clusters count: 15 || Log posterior: -3100.7883781007085 || Iter Time:0.03737807273864746 || Total time:33.2176251411438 Loading and distributing data: 0.000159 seconds (140 allocations: 13.180 KiB) Iteration: 1285 || Clusters count: 15 || Log posterior: -3144.033832875103 || Iter Time:0.01584911346435547 || Total time:33.233474254608154 Iteration: 1286 || Clusters count: 15 || Log posterior: -3100.6357771198336 || Iter Time:0.03670096397399902 || Total time:33.27017521858215 Loading and distributing data: 0.000162 seconds (140 allocations: 13.180 KiB) Iteration: 1287 || Clusters count: 15 || Log posterior: -3081.3346136089804 || Iter Time:0.015053987503051758 || Total time:33.285229206085205 Iteration: 1288 || Clusters count: 15 || Log posterior: -3045.047917055896 || Iter Time:0.0519258975982666 || Total 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15 || Log posterior: -2997.5882919527567 || Iter Time:0.07354593276977539 || Total time:33.527889013290405 Loading and distributing data: 0.000170 seconds (140 allocations: 13.180 KiB) Iteration: 1295 || Clusters count: 15 || Log posterior: -3080.504126675759 || Iter Time:0.017488956451416016 || Total time:33.54537796974182 Iteration: 1296 || Clusters count: 15 || Log posterior: -3031.678720527997 || Iter Time:0.04027891159057617 || Total time:33.5856568813324 Loading and distributing data: 0.000163 seconds (140 allocations: 13.180 KiB) Iteration: 1297 || Clusters count: 15 || Log posterior: -3132.9063203370106 || Iter Time:0.015559911727905273 || Total time:33.6012167930603 Iteration: 1298 || Clusters count: 15 || Log posterior: -3060.9963458984544 || Iter Time:0.03537297248840332 || Total time:33.636589765548706 Loading and distributing data: 0.000155 seconds (140 allocations: 13.180 KiB) Iteration: 1299 || Clusters count: 15 || Log posterior: -3158.0159831419505 || Iter 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Iteration: 1305 || Clusters count: 16 || Log posterior: -3134.4520508596465 || Iter Time:0.013849020004272461 || Total time:33.80044174194336 Iteration: 1306 || Clusters count: 16 || Log posterior: -3074.6836947940333 || Iter Time:0.0351259708404541 || Total time:33.83556771278381 Loading and distributing data: 0.000154 seconds (140 allocations: 13.180 KiB) Iteration: 1307 || Clusters count: 16 || Log posterior: -3127.8877860340012 || Iter Time:0.013733863830566406 || Total time:33.84930157661438 Iteration: 1308 || Clusters count: 16 || Log posterior: -3046.3616317994283 || Iter Time:0.0351560115814209 || Total time:33.8844575881958 Loading and distributing data: 0.000156 seconds (140 allocations: 13.180 KiB) Iteration: 1309 || Clusters count: 16 || Log posterior: -3097.802055809371 || Iter Time:0.013637781143188477 || Total time:33.89809536933899 Iteration: 1310 || Clusters count: 16 || Log posterior: -3040.497706621309 || Iter Time:0.03415107727050781 || Total time:33.9322464466095 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-3066.1396516504706 || Iter Time:0.037142038345336914 || Total time:34.0870795249939 Loading and distributing data: 0.000169 seconds (140 allocations: 13.180 KiB) Iteration: 1317 || Clusters count: 16 || Log posterior: -3159.9635590748794 || Iter Time:0.037889957427978516 || Total time:34.124969482421875 Iteration: 1318 || Clusters count: 16 || Log posterior: -3101.6177232708255 || Iter Time:0.0368199348449707 || Total time:34.161789417266846 Loading and distributing data: 0.000171 seconds (140 allocations: 13.180 KiB) Iteration: 1319 || Clusters count: 16 || Log posterior: -3123.86952405074 || Iter Time:0.01561284065246582 || Total time:34.17740225791931 Iteration: 1320 || Clusters count: 16 || Log posterior: -3061.01273160835 || Iter Time:0.038159847259521484 || Total time:34.21556210517883 Loading and distributing data: 0.000162 seconds (140 allocations: 13.180 KiB) Iteration: 1321 || Clusters count: 16 || Log posterior: -3091.5457245472508 || Iter Time:0.01669788360595703 || Total 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16 || Log posterior: -3166.138878526414 || Iter Time:0.0191190242767334 || Total time:34.41726589202881 Iteration: 1328 || Clusters count: 16 || Log posterior: -3110.011725628417 || Iter Time:0.03733110427856445 || Total time:34.45459699630737 Loading and distributing data: 0.000171 seconds (140 allocations: 13.180 KiB) Iteration: 1329 || Clusters count: 16 || Log posterior: -3125.3347402209 || Iter Time:0.015768051147460938 || Total time:34.470365047454834 Iteration: 1330 || Clusters count: 16 || Log posterior: -3049.187052931797 || Iter Time:0.035241127014160156 || Total time:34.505606174468994 Loading and distributing data: 0.000168 seconds (140 allocations: 13.180 KiB) Iteration: 1331 || Clusters count: 16 || Log posterior: -3107.6485180168224 || Iter Time:0.014353036880493164 || Total time:34.51995921134949 Iteration: 1332 || Clusters count: 15 || Log posterior: -3055.182851980211 || Iter Time:0.03189706802368164 || Total time:34.55185627937317 Loading and distributing data: 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Time:0.041619062423706055 || Total time:34.70236134529114 Loading and distributing data: 0.000182 seconds (140 allocations: 13.180 KiB) Iteration: 1339 || Clusters count: 15 || Log posterior: -3139.354404345736 || Iter Time:0.015900135040283203 || Total time:34.71826148033142 Iteration: 1340 || Clusters count: 15 || Log posterior: -3066.402043538873 || Iter Time:0.05990290641784668 || Total time:34.77816438674927 Loading and distributing data: 0.000151 seconds (140 allocations: 13.180 KiB) Iteration: 1341 || Clusters count: 17 || Log posterior: -3101.467507459848 || Iter Time:0.016743183135986328 || Total time:34.794907569885254 Iteration: 1342 || Clusters count: 16 || Log posterior: -3054.326873235869 || Iter Time:0.04446887969970703 || Total time:34.83937644958496 Loading and distributing data: 0.000169 seconds (140 allocations: 13.180 KiB) Iteration: 1343 || Clusters count: 16 || Log posterior: -3132.169479295862 || Iter Time:0.014143943786621094 || Total time:34.85352039337158 Iteration: 1344 || Clusters count: 16 || Log posterior: -3103.025663062304 || Iter Time:0.03836417198181152 || Total time:34.891884565353394 Loading and distributing data: 0.000170 seconds (140 allocations: 13.180 KiB) Iteration: 1345 || Clusters count: 16 || Log posterior: -3153.8905956697395 || Iter Time:0.013874053955078125 || Total time:34.90575861930847 Iteration: 1346 || Clusters count: 16 || Log posterior: -3109.2866148085486 || Iter Time:0.03998208045959473 || Total time:34.945740699768066 Loading and distributing data: 0.000183 seconds (140 allocations: 13.180 KiB) Iteration: 1347 || Clusters count: 16 || Log posterior: -3182.127322523148 || Iter Time:0.015051126480102539 || Total time:34.96079182624817 Iteration: 1348 || Clusters count: 16 || Log posterior: -3101.136534715191 || Iter Time:0.04006600379943848 || Total time:35.00085783004761 Loading and distributing data: 0.000169 seconds (140 allocations: 13.180 KiB) Iteration: 1349 || Clusters count: 16 || Log posterior: 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Iteration: 1377 || Clusters count: 15 || Log posterior: -3087.3167791117307 || Iter Time:0.01581597328186035 || Total time:35.840795278549194 Iteration: 1378 || Clusters count: 15 || Log posterior: -3034.7599266071793 || Iter Time:0.04006195068359375 || Total time:35.88085722923279 Loading and distributing data: 0.000178 seconds (140 allocations: 13.180 KiB) Iteration: 1379 || Clusters count: 15 || Log posterior: -3048.6951911138813 || Iter Time:0.017258882522583008 || Total time:35.89811611175537 Iteration: 1380 || Clusters count: 15 || Log posterior: -3009.892943799615 || Iter Time:0.04144597053527832 || Total time:35.93956208229065 Loading and distributing data: 0.000187 seconds (140 allocations: 13.180 KiB) Iteration: 1381 || Clusters count: 15 || Log posterior: -3111.464314331954 || Iter Time:0.01841902732849121 || Total time:35.95798110961914 Iteration: 1382 || Clusters count: 15 || Log posterior: -3040.1044690120184 || Iter Time:0.04734992980957031 || Total 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|| Log posterior: -3059.050887610734 || Iter Time:0.06324386596679688 || Total time:36.19692373275757 Loading and distributing data: 0.000185 seconds (140 allocations: 13.180 KiB) Iteration: 1389 || Clusters count: 16 || Log posterior: -3116.548416603892 || Iter Time:0.01744699478149414 || Total time:36.21437072753906 Iteration: 1390 || Clusters count: 16 || Log posterior: -3068.365374969217 || Iter Time:0.04124903678894043 || Total time:36.255619764328 Loading and distributing data: 0.000182 seconds (140 allocations: 13.180 KiB) Iteration: 1391 || Clusters count: 16 || Log posterior: -3114.1463612364905 || Iter Time:0.017612218856811523 || Total time:36.273231983184814 Iteration: 1392 || Clusters count: 16 || Log posterior: -3081.3484565068393 || Iter Time:0.042443037033081055 || Total time:36.315675020217896 Loading and distributing data: 0.000185 seconds (140 allocations: 13.180 KiB) Iteration: 1393 || Clusters count: 16 || Log posterior: -3098.632757166542 || Iter 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Iteration: 1399 || Clusters count: 16 || Log posterior: -3097.2648941504603 || Iter Time:0.017069101333618164 || Total time:36.50862193107605 Iteration: 1400 || Clusters count: 16 || Log posterior: -3047.847347913541 || Iter Time:0.041748046875 || Total time:36.55036997795105 Loading and distributing data: 0.000177 seconds (140 allocations: 13.180 KiB) Iteration: 1401 || Clusters count: 16 || Log posterior: -3081.9179478195465 || Iter Time:0.01616811752319336 || Total time:36.56653809547424 Iteration: 1402 || Clusters count: 16 || Log posterior: -3049.170374504892 || Iter Time:0.04166698455810547 || Total time:36.60820508003235 Loading and distributing data: 0.000183 seconds (140 allocations: 13.180 KiB) Iteration: 1403 || Clusters count: 16 || Log posterior: -3106.1273598010366 || Iter Time:0.015881061553955078 || Total time:36.624086141586304 Iteration: 1404 || Clusters count: 16 || Log posterior: -3053.2872085781955 || Iter Time:0.03871512413024902 || Total time:36.66280126571655 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-3106.059004710793 || Iter Time:0.04003286361694336 || Total time:36.83254432678223 Loading and distributing data: 0.000187 seconds (140 allocations: 13.180 KiB) Iteration: 1411 || Clusters count: 14 || Log posterior: -3150.9892247427238 || Iter Time:0.03901982307434082 || Total time:36.87156414985657 Iteration: 1412 || Clusters count: 14 || Log posterior: -3115.7806531063693 || Iter Time:0.03693103790283203 || Total time:36.9084951877594 Loading and distributing data: 0.000175 seconds (140 allocations: 13.180 KiB) Iteration: 1413 || Clusters count: 14 || Log posterior: -3121.072446411206 || Iter Time:0.01615309715270996 || Total time:36.92464828491211 Iteration: 1414 || Clusters count: 14 || Log posterior: -3074.878234231556 || Iter Time:0.03717303276062012 || Total time:36.96182131767273 Loading and distributing data: 0.000178 seconds (140 allocations: 13.180 KiB) Iteration: 1415 || Clusters count: 14 || Log posterior: -3074.0444291437766 || Iter Time:0.01551198959350586 || Total 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Iteration: 1471 || Clusters count: 14 || Log posterior: -3110.508469048816 || Iter Time:0.01606011390686035 || Total time:38.48166084289551 Iteration: 1472 || Clusters count: 14 || Log posterior: -3060.523838269279 || Iter Time:0.03781390190124512 || Total time:38.51947474479675 Loading and distributing data: 0.000165 seconds (140 allocations: 13.180 KiB) Iteration: 1473 || Clusters count: 15 || Log posterior: -3135.5044753433344 || Iter Time:0.015234947204589844 || Total time:38.53470969200134 Iteration: 1474 || Clusters count: 15 || Log posterior: -3107.4829959396575 || Iter Time:0.03936505317687988 || Total time:38.57407474517822 Loading and distributing data: 0.000171 seconds (140 allocations: 13.180 KiB) Iteration: 1475 || Clusters count: 15 || Log posterior: -3175.986828111338 || Iter Time:0.015694141387939453 || Total time:38.58976888656616 Iteration: 1476 || Clusters count: 15 || Log posterior: -3126.88606853912 || Iter Time:0.03705000877380371 || Total time:38.626818895339966 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Iteration: 1510 || Clusters count: 15 || Log posterior: -3112.8381415899103 || Iter Time:0.03723621368408203 || Total time:39.5396363735199 Loading and distributing data: 0.000198 seconds (140 allocations: 13.180 KiB) Iteration: 1511 || Clusters count: 15 || Log posterior: -3150.6151224268715 || Iter Time:0.014845848083496094 || Total time:39.554482221603394 Iteration: 1512 || Clusters count: 15 || Log posterior: -3106.2993510270367 || Iter Time:0.035772085189819336 || Total time:39.59025430679321 Loading and distributing data: 0.000181 seconds (140 allocations: 13.180 KiB) Iteration: 1513 || Clusters count: 16 || Log posterior: -3139.9865170966295 || Iter Time:0.014811992645263672 || Total time:39.60506629943848 Iteration: 1514 || Clusters count: 16 || Log posterior: -3102.618440383774 || Iter Time:0.06244683265686035 || Total time:39.66751313209534 Loading and distributing data: 0.000161 seconds (140 allocations: 13.180 KiB) Iteration: 1515 || Clusters count: 17 || Log posterior: -3121.7683166111674 || Iter Time:0.01324319839477539 || Total time:39.68075633049011 Iteration: 1516 || Clusters count: 16 || Log posterior: -3088.6422874723444 || Iter Time:0.038496971130371094 || Total time:39.71925330162048 Loading and distributing data: 0.000159 seconds (140 allocations: 13.180 KiB) Iteration: 1517 || Clusters count: 16 || Log posterior: -3146.722509510746 || Iter Time:0.012761116027832031 || Total time:39.732014417648315 Iteration: 1518 || Clusters count: 16 || Log posterior: -3083.217995225348 || Iter Time:0.03770613670349121 || Total time:39.76972055435181 Loading and distributing data: 0.000164 seconds (140 allocations: 13.180 KiB) Iteration: 1519 || Clusters count: 16 || Log posterior: -3107.9085832874257 || Iter Time:0.013215065002441406 || Total time:39.78293561935425 Iteration: 1520 || Clusters count: 16 || Log posterior: -3070.11326707192 || Iter Time:0.03561997413635254 || Total time:39.8185555934906 Loading and distributing data: 0.000180 seconds (140 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|| Total time:39.97123050689697 Loading and distributing data: 0.000186 seconds (140 allocations: 13.180 KiB) Iteration: 1527 || Clusters count: 15 || Log posterior: -3111.544224643351 || Iter Time:0.015059947967529297 || Total time:39.9862904548645 Iteration: 1528 || Clusters count: 15 || Log posterior: -3052.3827074133064 || Iter Time:0.037312984466552734 || Total time:40.023603439331055 Loading and distributing data: 0.000184 seconds (140 allocations: 13.180 KiB) Iteration: 1529 || Clusters count: 15 || Log posterior: -3083.2488316704307 || Iter Time:0.015671968460083008 || Total time:40.03927540779114 Iteration: 1530 || Clusters count: 15 || Log posterior: -3047.0659594609333 || Iter Time:0.03602409362792969 || Total time:40.07529950141907 Loading and distributing data: 0.000167 seconds (140 allocations: 13.180 KiB) Iteration: 1531 || Clusters count: 15 || Log posterior: -3080.4382584766995 || Iter Time:0.01602792739868164 || Total time:40.09132742881775 Iteration: 1532 || Clusters 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Iteration: 1543 || Clusters count: 14 || Log posterior: -3154.7347496298953 || Iter Time:0.013173103332519531 || Total time:40.4041965007782 Iteration: 1544 || Clusters count: 14 || Log posterior: -3113.7105799887167 || Iter Time:0.03269600868225098 || Total time:40.43689250946045 Loading and distributing data: 0.000156 seconds (140 allocations: 13.180 KiB) Iteration: 1545 || Clusters count: 14 || Log posterior: -3123.2340660762143 || Iter Time:0.012984037399291992 || Total time:40.44987654685974 Iteration: 1546 || Clusters count: 14 || Log posterior: -3062.253215777729 || Iter Time:0.03165578842163086 || Total time:40.48153233528137 Loading and distributing data: 0.000160 seconds (140 allocations: 13.180 KiB) Iteration: 1547 || Clusters count: 16 || Log posterior: -3127.8228774421764 || Iter Time:0.012723922729492188 || Total time:40.494256258010864 Iteration: 1548 || Clusters count: 16 || Log posterior: -3057.1234997527436 || Iter Time:0.03424382209777832 || Total 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16 || Log posterior: -3020.722854450355 || Iter Time:0.03571486473083496 || Total time:40.67246890068054 Loading and distributing data: 0.000168 seconds (140 allocations: 13.180 KiB) Iteration: 1555 || Clusters count: 16 || Log posterior: -3103.0405763877607 || Iter Time:0.014322042465209961 || Total time:40.68679094314575 Iteration: 1556 || Clusters count: 16 || Log posterior: -3063.677472745609 || Iter Time:0.03474116325378418 || Total time:40.721532106399536 Loading and distributing data: 0.000163 seconds (140 allocations: 13.180 KiB) Iteration: 1557 || Clusters count: 16 || Log posterior: -3107.187111431535 || Iter Time:0.015413045883178711 || Total time:40.736945152282715 Iteration: 1558 || Clusters count: 15 || Log posterior: -3047.1601665639287 || Iter Time:0.0350189208984375 || Total time:40.77196407318115 Loading and distributing data: 0.000165 seconds (140 allocations: 13.180 KiB) Iteration: 1559 || Clusters count: 15 || Log posterior: -3046.509170702775 || Iter 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Iteration: 1565 || Clusters count: 15 || Log posterior: -3122.9231016621793 || Iter Time:0.03617382049560547 || Total time:40.94744372367859 Iteration: 1566 || Clusters count: 15 || Log posterior: -3066.833441207702 || Iter Time:0.0336761474609375 || Total time:40.981119871139526 Loading and distributing data: 0.000187 seconds (140 allocations: 13.180 KiB) Iteration: 1567 || Clusters count: 15 || Log posterior: -3108.7291143598304 || Iter Time:0.015074014663696289 || Total time:40.99619388580322 Iteration: 1568 || Clusters count: 15 || Log posterior: -3068.9771953637533 || Iter Time:0.03448486328125 || Total time:41.03067874908447 Loading and distributing data: 0.000167 seconds (140 allocations: 13.180 KiB) Iteration: 1569 || Clusters count: 15 || Log posterior: -3109.16428414652 || Iter Time:0.014052152633666992 || Total time:41.04473090171814 Iteration: 1570 || Clusters count: 15 || Log posterior: -3079.818565696799 || Iter Time:0.03525805473327637 || Total time:41.079988956451416 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-3110.338663618988 || Iter Time:0.034709930419921875 || Total time:41.22416710853577 Loading and distributing data: 0.000161 seconds (140 allocations: 13.180 KiB) Iteration: 1577 || Clusters count: 14 || Log posterior: -3180.6985072895195 || Iter Time:0.012070894241333008 || Total time:41.2362380027771 Iteration: 1578 || Clusters count: 14 || Log posterior: -3122.742597536432 || Iter Time:0.0316469669342041 || Total time:41.267884969711304 Loading and distributing data: 0.000165 seconds (140 allocations: 13.180 KiB) Iteration: 1579 || Clusters count: 14 || Log posterior: -3145.1084288146717 || Iter Time:0.011945009231567383 || Total time:41.27982997894287 Iteration: 1580 || Clusters count: 14 || Log posterior: -3095.966904612569 || Iter Time:0.031241893768310547 || Total time:41.31107187271118 Loading and distributing data: 0.000159 seconds (140 allocations: 13.180 KiB) Iteration: 1581 || Clusters count: 15 || Log posterior: -3158.6565656376615 || Iter Time:0.012890815734863281 || Total time:41.323962688446045 Iteration: 1582 || Clusters count: 14 || Log posterior: -3089.6250983193827 || Iter Time:0.032633066177368164 || Total time:41.35659575462341 Loading and distributing data: 0.000164 seconds (140 allocations: 13.180 KiB) Iteration: 1583 || Clusters count: 14 || Log posterior: -3111.1452077423905 || Iter Time:0.011942148208618164 || Total time:41.36853790283203 Iteration: 1584 || Clusters count: 14 || Log posterior: -3063.0966575645057 || Iter Time:0.03078293800354004 || Total time:41.39932084083557 Loading and distributing data: 0.000159 seconds (140 allocations: 13.180 KiB) Iteration: 1585 || Clusters count: 14 || Log posterior: -3060.9498070151303 || Iter Time:0.01182413101196289 || Total time:41.411144971847534 Iteration: 1586 || Clusters count: 14 || Log posterior: -3031.2211056550996 || Iter Time:0.03206014633178711 || Total time:41.44320511817932 Loading and distributing data: 0.000167 seconds (140 allocations: 13.180 KiB) Iteration: 1587 || Clusters 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Iteration: 1659 || Clusters count: 15 || Log posterior: -3126.1618436149733 || Iter Time:0.014007091522216797 || Total time:43.31117224693298 Iteration: 1660 || Clusters count: 15 || Log posterior: -3069.1987524673023 || Iter Time:0.03707003593444824 || Total time:43.34824228286743 Loading and distributing data: 0.000178 seconds (140 allocations: 13.180 KiB) Iteration: 1661 || Clusters count: 15 || Log posterior: -3107.095087697989 || Iter Time:0.014706134796142578 || Total time:43.362948417663574 Iteration: 1662 || Clusters count: 15 || Log posterior: -3055.585233534786 || Iter Time:0.0372622013092041 || Total time:43.40021061897278 Loading and distributing data: 0.000166 seconds (140 allocations: 13.180 KiB) Iteration: 1663 || Clusters count: 15 || Log posterior: -3125.0784163177364 || Iter Time:0.014585018157958984 || Total time:43.41479563713074 Iteration: 1664 || Clusters count: 15 || Log posterior: -3066.498993741868 || Iter Time:0.03642702102661133 || Total 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Iteration: 1681 || Clusters count: 14 || Log posterior: -3125.817026187791 || Iter Time:0.014384031295776367 || Total time:44.04740858078003 Iteration: 1682 || Clusters count: 14 || Log posterior: -3097.586237788407 || Iter Time:0.03499197959899902 || Total time:44.08240056037903 Loading and distributing data: 0.000175 seconds (140 allocations: 13.180 KiB) Iteration: 1683 || Clusters count: 14 || Log posterior: -3125.535997705769 || Iter Time:0.014503002166748047 || Total time:44.096903562545776 Iteration: 1684 || Clusters count: 14 || Log posterior: -3085.4539217543183 || Iter Time:0.03518414497375488 || Total time:44.13208770751953 Loading and distributing data: 0.000179 seconds (140 allocations: 13.180 KiB) Iteration: 1685 || Clusters count: 14 || Log posterior: -3094.818919899798 || Iter Time:0.014285087585449219 || Total time:44.14637279510498 Iteration: 1686 || Clusters count: 14 || Log posterior: -3049.7011458573243 || Iter Time:0.0353398323059082 || Total time:44.18171262741089 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Iteration: 1720 || Clusters count: 15 || Log posterior: -3084.8664865263504 || Iter Time:0.037461042404174805 || Total time:45.579384326934814 Loading and distributing data: 0.000174 seconds (140 allocations: 13.180 KiB) Iteration: 1721 || Clusters count: 15 || Log posterior: -3108.67132128187 || Iter Time:0.014510869979858398 || Total time:45.59389519691467 Iteration: 1722 || Clusters count: 15 || Log posterior: -3078.5880408076805 || Iter Time:0.03759002685546875 || Total time:45.63148522377014 Loading and distributing data: 0.000201 seconds (140 allocations: 13.180 KiB) Iteration: 1723 || Clusters count: 15 || Log posterior: -3160.0546561716124 || Iter Time:0.01577615737915039 || Total time:45.64726138114929 Iteration: 1724 || Clusters count: 15 || Log posterior: -3104.3982937110386 || Iter Time:0.040582895278930664 || Total time:45.68784427642822 Loading and distributing data: 0.000188 seconds (140 allocations: 13.180 KiB) Iteration: 1725 || Clusters count: 15 || Log posterior: 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(140 allocations: 13.180 KiB) Iteration: 1731 || Clusters count: 14 || Log posterior: -3124.2446333093403 || Iter Time:0.016482114791870117 || Total time:45.87032890319824 Iteration: 1732 || Clusters count: 14 || Log posterior: -3065.052055745226 || Iter Time:0.0434260368347168 || Total time:45.91375494003296 Loading and distributing data: 0.000188 seconds (140 allocations: 13.180 KiB) Iteration: 1733 || Clusters count: 14 || Log posterior: -3137.142239565429 || Iter Time:0.017354965209960938 || Total time:45.93110990524292 Iteration: 1734 || Clusters count: 14 || Log posterior: -3083.4191400383743 || Iter Time:0.043276071548461914 || Total time:45.97438597679138 Loading and distributing data: 0.000181 seconds (140 allocations: 13.180 KiB) Iteration: 1735 || Clusters count: 15 || Log posterior: -3146.266699082279 || Iter Time:0.017611026763916016 || Total time:45.9919970035553 Iteration: 1736 || Clusters count: 14 || Log posterior: -3089.8104484133746 || Iter Time:0.0453639030456543 || 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Iteration: 1753 || Clusters count: 15 || Log posterior: -3136.201602849925 || Iter Time:0.01856708526611328 || Total time:46.47504687309265 Iteration: 1754 || Clusters count: 15 || Log posterior: -3104.9328366104896 || Iter Time:0.04305315017700195 || Total time:46.51810002326965 Loading and distributing data: 0.000192 seconds (140 allocations: 13.180 KiB) Iteration: 1755 || Clusters count: 15 || Log posterior: -3155.864829846552 || Iter Time:0.01741790771484375 || Total time:46.5355179309845 Iteration: 1756 || Clusters count: 15 || Log posterior: -3093.831322639059 || Iter Time:0.04405808448791504 || Total time:46.57957601547241 Loading and distributing data: 0.000176 seconds (140 allocations: 13.180 KiB) Iteration: 1757 || Clusters count: 15 || Log posterior: -3131.7850332925686 || Iter Time:0.017374038696289062 || Total time:46.5969500541687 Iteration: 1758 || Clusters count: 15 || Log posterior: -3086.0773241387574 || Iter Time:0.043768882751464844 || Total time:46.640718936920166 Loading and distributing data: 0.000211 seconds (140 allocations: 13.180 KiB) Iteration: 1759 || Clusters count: 15 || Log posterior: -3114.419969971272 || Iter Time:0.016618967056274414 || Total time:46.65733790397644 Iteration: 1760 || Clusters count: 15 || Log posterior: -3055.777912850971 || Iter Time:0.044682979583740234 || Total time:46.70202088356018 Loading and distributing data: 0.000202 seconds (140 allocations: 13.180 KiB) Iteration: 1761 || Clusters count: 15 || Log posterior: -3109.3237826762265 || Iter Time:0.01822495460510254 || Total time:46.72024583816528 Iteration: 1762 || Clusters count: 15 || Log posterior: -3065.3094411401175 || Iter Time:0.11083602905273438 || Total time:46.83108186721802 Loading and distributing data: 0.000272 seconds (140 allocations: 13.180 KiB) Iteration: 1763 || Clusters count: 15 || Log posterior: -3185.6272333532147 || Iter Time:0.014827966690063477 || Total time:46.84590983390808 Iteration: 1764 || Clusters count: 15 || Log posterior: -3132.627928520803 || Iter Time:0.03859901428222656 || Total time:46.88450884819031 Loading and distributing data: 0.000177 seconds (140 allocations: 13.180 KiB) Iteration: 1765 || Clusters count: 15 || Log posterior: -3128.5055064597814 || Iter Time:0.01653885841369629 || Total time:46.901047706604004 Iteration: 1766 || Clusters count: 15 || Log posterior: -3079.02604614817 || Iter Time:0.03861093521118164 || Total time:46.939658641815186 Loading and distributing data: 0.000168 seconds (140 allocations: 13.180 KiB) Iteration: 1767 || Clusters count: 15 || Log posterior: -3123.0022088389424 || Iter Time:0.015731096267700195 || Total time:46.955389738082886 Iteration: 1768 || Clusters count: 15 || Log posterior: -3083.777350140111 || Iter Time:0.03841805458068848 || Total time:46.993807792663574 Loading and distributing data: 0.000165 seconds (140 allocations: 13.180 KiB) Iteration: 1769 || Clusters count: 15 || Log posterior: -3180.3505672815245 || Iter Time:0.0163729190826416 || Total 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Log posterior: -3095.5398993108683 || Iter Time:0.015434026718139648 || Total time:47.179683208465576 Iteration: 1776 || Clusters count: 14 || Log posterior: -3033.643175082562 || Iter Time:0.03908705711364746 || Total time:47.218770265579224 Loading and distributing data: 0.000194 seconds (140 allocations: 13.180 KiB) Iteration: 1777 || Clusters count: 14 || Log posterior: -3110.7663892177657 || Iter Time:0.016134977340698242 || Total time:47.23490524291992 Iteration: 1778 || Clusters count: 14 || Log posterior: -3077.4519234608306 || Iter Time:0.03762698173522949 || Total time:47.27253222465515 Loading and distributing data: 0.000189 seconds (140 allocations: 13.180 KiB) Iteration: 1779 || Clusters count: 14 || Log posterior: -3088.2522147694303 || Iter Time:0.015450000762939453 || Total time:47.28798222541809 Iteration: 1780 || Clusters count: 14 || Log posterior: -3051.451303862791 || Iter Time:0.0365140438079834 || Total time:47.324496269226074 Loading and distributing data: 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Iteration: 1792 || Clusters count: 14 || Log posterior: -3096.7302415617173 || Iter Time:0.038218021392822266 || Total time:47.647520542144775 Loading and distributing data: 0.000169 seconds (140 allocations: 13.180 KiB) Iteration: 1793 || Clusters count: 14 || Log posterior: -3144.718697840495 || Iter Time:0.017267942428588867 || Total time:47.664788484573364 Iteration: 1794 || Clusters count: 14 || Log posterior: -3079.4761443419347 || Iter Time:0.03740215301513672 || Total time:47.7021906375885 Loading and distributing data: 0.000197 seconds (140 allocations: 13.180 KiB) Iteration: 1795 || Clusters count: 15 || Log posterior: -3121.510226226611 || Iter Time:0.015590906143188477 || Total time:47.71778154373169 Iteration: 1796 || Clusters count: 15 || Log posterior: -3060.904943884122 || Iter Time:0.037574052810668945 || Total time:47.75535559654236 Loading and distributing data: 0.000171 seconds (140 allocations: 13.180 KiB) Iteration: 1797 || Clusters count: 15 || Log posterior: -3139.550614063649 || Iter Time:0.014677047729492188 || Total time:47.77003264427185 Iteration: 1798 || Clusters count: 15 || Log posterior: -3099.0733190329724 || Iter Time:0.04284501075744629 || Total time:47.8128776550293 Loading and distributing data: 0.000171 seconds (140 allocations: 13.180 KiB) Iteration: 1799 || Clusters count: 15 || Log posterior: -3163.080238340602 || Iter Time:0.016438961029052734 || Total time:47.82931661605835 Iteration: 1800 || Clusters count: 15 || Log posterior: -3123.5850745720736 || Iter Time:0.04572796821594238 || Total time:47.87504458427429 Loading and distributing data: 0.000191 seconds (140 allocations: 13.180 KiB) Iteration: 1801 || Clusters count: 15 || Log posterior: -3141.304614090543 || Iter Time:0.015735149383544922 || Total time:47.89077973365784 Iteration: 1802 || Clusters count: 15 || Log posterior: -3077.636709195681 || Iter Time:0.044023990631103516 || Total time:47.93480372428894 Loading and distributing data: 0.000179 seconds (140 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Total time:48.15693759918213 Loading and distributing data: 0.000170 seconds (140 allocations: 13.180 KiB) Iteration: 1809 || Clusters count: 14 || Log posterior: -3103.496989877254 || Iter Time:0.015295982360839844 || Total time:48.17223358154297 Iteration: 1810 || Clusters count: 14 || Log posterior: -3058.3639612405823 || Iter Time:0.03663802146911621 || Total time:48.208871603012085 Loading and distributing data: 0.000174 seconds (140 allocations: 13.180 KiB) Iteration: 1811 || Clusters count: 14 || Log posterior: -3077.7423371597624 || Iter Time:0.015492916107177734 || Total time:48.22436451911926 Iteration: 1812 || Clusters count: 14 || Log posterior: -3032.5372395570585 || Iter Time:0.03926396369934082 || Total time:48.2636284828186 Loading and distributing data: 0.000179 seconds (140 allocations: 13.180 KiB) Iteration: 1813 || Clusters count: 14 || Log posterior: -3107.369108958165 || Iter Time:0.01661396026611328 || Total time:48.28024244308472 Iteration: 1814 || Clusters 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Iteration: 1825 || Clusters count: 14 || Log posterior: -3097.409916556032 || Iter Time:0.016013145446777344 || Total time:48.59665822982788 Iteration: 1826 || Clusters count: 14 || Log posterior: -3027.6805744581065 || Iter Time:0.0386049747467041 || Total time:48.635263204574585 Loading and distributing data: 0.000176 seconds (140 allocations: 13.180 KiB) Iteration: 1827 || Clusters count: 14 || Log posterior: -3115.830072575987 || Iter Time:0.015958070755004883 || Total time:48.65122127532959 Iteration: 1828 || Clusters count: 14 || Log posterior: -3067.705527012199 || Iter Time:0.0358579158782959 || Total time:48.687079191207886 Loading and distributing data: 0.000173 seconds (140 allocations: 13.180 KiB) Iteration: 1829 || Clusters count: 14 || Log posterior: -3165.2371333540923 || Iter Time:0.01575493812561035 || Total time:48.702834129333496 Iteration: 1830 || Clusters count: 14 || Log posterior: -3126.7248105575136 || Iter Time:0.035635948181152344 || Total time:48.73847007751465 Loading and distributing data: 0.000197 seconds (140 allocations: 13.180 KiB) Iteration: 1831 || Clusters count: 14 || Log posterior: -3153.140317009459 || Iter Time:0.016351938247680664 || Total time:48.75482201576233 Iteration: 1832 || Clusters count: 14 || Log posterior: -3103.5376680523927 || Iter Time:0.03801703453063965 || Total time:48.79283905029297 Loading and distributing data: 0.000172 seconds (140 allocations: 13.180 KiB) Iteration: 1833 || Clusters count: 14 || Log posterior: -3134.5079570554035 || Iter Time:0.015684127807617188 || Total time:48.808523178100586 Iteration: 1834 || Clusters count: 14 || Log posterior: -3082.3100460171786 || Iter Time:0.03661084175109863 || Total time:48.845134019851685 Loading and distributing data: 0.000191 seconds (140 allocations: 13.180 KiB) Iteration: 1835 || Clusters count: 14 || Log posterior: -3160.4866893181857 || Iter Time:0.01564502716064453 || Total time:48.86077904701233 Iteration: 1836 || Clusters count: 14 || Log posterior: -3104.6706333378056 || Iter Time:0.03759598731994629 || Total time:48.898375034332275 Loading and distributing data: 0.000205 seconds (140 allocations: 13.180 KiB) Iteration: 1837 || Clusters count: 14 || Log posterior: -3108.288822418429 || Iter Time:0.01568603515625 || Total time:48.914061069488525 Iteration: 1838 || Clusters count: 14 || Log posterior: -3064.929150546706 || Iter Time:0.036489009857177734 || Total time:48.9505500793457 Loading and distributing data: 0.000179 seconds (140 allocations: 13.180 KiB) Iteration: 1839 || Clusters count: 14 || Log posterior: -3132.4525342348247 || Iter Time:0.01594400405883789 || Total time:48.96649408340454 Iteration: 1840 || Clusters count: 14 || Log posterior: -3079.259742722889 || Iter Time:0.039793968200683594 || Total time:49.006288051605225 Loading and distributing data: 0.000189 seconds (140 allocations: 13.180 KiB) Iteration: 1841 || Clusters count: 14 || Log posterior: -3121.063872293476 || Iter Time:0.017827987670898438 || Total time:49.02411603927612 Iteration: 1842 || Clusters count: 14 || Log posterior: -3090.47508307854 || Iter Time:0.07400393486022949 || Total time:49.09811997413635 Loading and distributing data: 0.000178 seconds (140 allocations: 13.180 KiB) Iteration: 1843 || Clusters count: 14 || Log posterior: -3170.7311386513093 || Iter Time:0.016685009002685547 || Total time:49.11480498313904 Iteration: 1844 || Clusters count: 14 || Log posterior: -3112.2970901383965 || Iter Time:0.03818988800048828 || Total time:49.152994871139526 Loading and distributing data: 0.000175 seconds (140 allocations: 13.180 KiB) Iteration: 1845 || Clusters count: 14 || Log posterior: -3144.4031276092646 || Iter Time:0.013919830322265625 || Total time:49.16691470146179 Iteration: 1846 || Clusters count: 14 || Log posterior: -3106.3992302367355 || Iter Time:0.029239892959594727 || Total time:49.19615459442139 Loading and distributing data: 0.000168 seconds (140 allocations: 13.180 KiB) Iteration: 1847 || Clusters count: 14 || Log posterior: -3185.0793001410816 || Iter Time:0.010330915451049805 || Total time:49.20648550987244 Iteration: 1848 || Clusters count: 14 || Log posterior: -3114.9516210521156 || Iter Time:0.02343297004699707 || Total time:49.229918479919434 Loading and distributing data: 0.000166 seconds (140 allocations: 13.180 KiB) Iteration: 1849 || Clusters count: 15 || Log posterior: -3162.005864195464 || Iter Time:0.009968996047973633 || Total time:49.23988747596741 Iteration: 1850 || Clusters count: 15 || Log posterior: -3115.8625500157445 || Iter Time:0.0253598690032959 || Total time:49.2652473449707 Loading and distributing data: 0.000167 seconds (140 allocations: 13.180 KiB) Iteration: 1851 || Clusters count: 15 || Log posterior: -3207.2532169319293 || Iter Time:0.009484052658081055 || Total time:49.274731397628784 Iteration: 1852 || Clusters count: 15 || Log posterior: -3147.306349862472 || Iter Time:0.03219008445739746 || Total time:49.30692148208618 Loading and distributing data: 0.000188 seconds (140 allocations: 13.180 KiB) Iteration: 1853 || Clusters count: 16 || Log posterior: -3172.5949062104714 || Iter Time:0.015213966369628906 || Total time:49.32213544845581 Iteration: 1854 || Clusters count: 16 || Log posterior: -3084.4314923149564 || Iter Time:0.040444135665893555 || Total time:49.362579584121704 Loading and distributing data: 0.000174 seconds (140 allocations: 13.180 KiB) Iteration: 1855 || Clusters count: 16 || Log posterior: -3155.092871867621 || Iter Time:0.018351078033447266 || Total time:49.38093066215515 Iteration: 1856 || Clusters count: 16 || Log posterior: -3089.2075256548737 || Iter Time:0.03964090347290039 || Total time:49.42057156562805 Loading and distributing data: 0.000165 seconds (140 allocations: 13.180 KiB) Iteration: 1857 || Clusters count: 16 || Log posterior: -3118.0592783858388 || Iter Time:0.014885902404785156 || Total time:49.43545746803284 Iteration: 1858 || Clusters count: 16 || Log posterior: -3085.146204048469 || Iter Time:0.039884090423583984 || Total time:49.47534155845642 Loading and distributing data: 0.000196 seconds (140 allocations: 13.180 KiB) Iteration: 1859 || Clusters count: 16 || Log posterior: -3131.1912667599177 || Iter Time:0.015977144241333008 || Total time:49.491318702697754 Iteration: 1860 || Clusters count: 16 || Log posterior: -3081.040253690916 || Iter Time:0.04192185401916504 || Total time:49.53324055671692 Loading and distributing data: 0.000189 seconds (140 allocations: 13.180 KiB) Iteration: 1861 || Clusters count: 16 || Log posterior: -3162.5905340058553 || Iter Time:0.0164639949798584 || Total time:49.54970455169678 Iteration: 1862 || Clusters count: 15 || Log posterior: -3084.5501659463957 || Iter Time:0.04015183448791504 || Total time:49.58985638618469 Loading and distributing data: 0.000176 seconds (140 allocations: 13.180 KiB) Iteration: 1863 || Clusters count: 15 || Log posterior: -3139.149495280539 || Iter Time:0.0158998966217041 || Total time:49.6057562828064 Iteration: 1864 || Clusters count: 15 || Log posterior: -3093.1372707170394 || Iter Time:0.038722991943359375 || Total time:49.644479274749756 Loading and distributing data: 0.000170 seconds (140 allocations: 13.180 KiB) Iteration: 1865 || Clusters count: 15 || Log posterior: -3100.4226069350516 || Iter Time:0.014846086502075195 || Total time:49.65932536125183 Iteration: 1866 || Clusters count: 15 || Log posterior: -3059.615962180106 || Iter Time:0.03764796257019043 || Total time:49.69697332382202 Loading and distributing data: 0.000183 seconds (140 allocations: 13.180 KiB) Iteration: 1867 || Clusters count: 15 || Log posterior: -3125.998616558082 || Iter Time:0.01412200927734375 || Total time:49.711095333099365 Iteration: 1868 || Clusters count: 15 || Log posterior: -3071.5146161790417 || Iter Time:0.036839962005615234 || Total time:49.74793529510498 Loading and distributing data: 0.000178 seconds (140 allocations: 13.180 KiB) Iteration: 1869 || Clusters count: 15 || Log posterior: -3151.423088992999 || Iter Time:0.015392065048217773 || Total time:49.7633273601532 Iteration: 1870 || Clusters count: 15 || Log posterior: -3086.754504980502 || Iter Time:0.03855013847351074 || Total time:49.80187749862671 Loading and distributing data: 0.000176 seconds (140 allocations: 13.180 KiB) Iteration: 1871 || Clusters count: 15 || Log posterior: -3157.4469786458394 || Iter Time:0.015292882919311523 || Total time:49.81717038154602 Iteration: 1872 || Clusters count: 15 || Log posterior: -3080.1955319111544 || Iter Time:0.03793001174926758 || Total time:49.85510039329529 Loading and distributing data: 0.000176 seconds (140 allocations: 13.180 KiB) Iteration: 1873 || Clusters count: 15 || Log posterior: -3134.7708630121847 || Iter Time:0.016251087188720703 || Total time:49.87135148048401 Iteration: 1874 || Clusters count: 15 || Log posterior: -3093.4450521182066 || Iter Time:0.03980898857116699 || Total time:49.911160469055176 Loading and distributing data: 0.000176 seconds (140 allocations: 13.180 KiB) Iteration: 1875 || Clusters count: 15 || Log posterior: -3138.4556424069506 || Iter Time:0.01540994644165039 || Total time:49.926570415496826 Iteration: 1876 || Clusters count: 15 || Log posterior: -3095.4121217286624 || Iter Time:0.06792616844177246 || Total time:49.9944965839386 Loading and distributing data: 0.000203 seconds (140 allocations: 13.180 KiB) Iteration: 1877 || Clusters count: 15 || Log posterior: -3093.64165707893 || Iter Time:0.016008853912353516 || Total time:50.01050543785095 Iteration: 1878 || Clusters count: 15 || Log posterior: -3064.878155000299 || Iter Time:0.03970694541931152 || Total time:50.050212383270264 Loading and distributing data: 0.000181 seconds (140 allocations: 13.180 KiB) Iteration: 1879 || Clusters count: 15 || Log posterior: -3083.9337506857496 || Iter Time:0.01622796058654785 || Total time:50.06644034385681 Iteration: 1880 || Clusters count: 15 || Log posterior: -3030.57011986457 || Iter Time:0.03945302963256836 || Total time:50.10589337348938 Loading and distributing data: 0.000188 seconds (140 allocations: 13.180 KiB) Iteration: 1881 || Clusters count: 15 || Log posterior: -3137.5063545665835 || Iter Time:0.016380786895751953 || Total time:50.12227416038513 Iteration: 1882 || Clusters count: 15 || Log posterior: -3075.6225673888125 || Iter Time:0.040979862213134766 || Total time:50.16325402259827 Loading and distributing data: 0.000177 seconds (140 allocations: 13.180 KiB) Iteration: 1883 || Clusters count: 15 || Log posterior: -3128.572804453047 || Iter Time:0.016575098037719727 || Total time:50.179829120635986 Iteration: 1884 || Clusters count: 15 || Log posterior: -3065.161106620711 || Iter Time:0.03915596008300781 || Total time:50.218985080718994 Loading and distributing data: 0.000188 seconds (140 allocations: 13.180 KiB) Iteration: 1885 || Clusters count: 15 || Log posterior: -3102.471771572684 || Iter Time:0.016297101974487305 || Total time:50.23528218269348 Iteration: 1886 || Clusters count: 15 || Log posterior: -3050.320721570695 || Iter Time:0.040825843811035156 || Total time:50.27610802650452 Loading and distributing data: 0.000175 seconds (140 allocations: 13.180 KiB) Iteration: 1887 || Clusters count: 15 || Log posterior: -3121.7940609172856 || Iter Time:0.016918182373046875 || Total time:50.29302620887756 Iteration: 1888 || Clusters count: 15 || Log posterior: -3072.742296571304 || Iter Time:0.04025983810424805 || Total time:50.33328604698181 Loading and distributing data: 0.000171 seconds (140 allocations: 13.180 KiB) Iteration: 1889 || Clusters count: 15 || Log posterior: -3114.13638480559 || Iter Time:0.01723504066467285 || Total time:50.350521087646484 Iteration: 1890 || Clusters count: 15 || Log posterior: -3049.1366840469213 || Iter Time:0.03968405723571777 || Total time:50.3902051448822 Loading and distributing data: 0.000178 seconds (140 allocations: 13.180 KiB) Iteration: 1891 || Clusters count: 15 || Log posterior: -3119.3963645932768 || Iter Time:0.015950918197631836 || Total time:50.406156063079834 Iteration: 1892 || Clusters count: 15 || Log posterior: -3078.7892712629036 || Iter Time:0.037806034088134766 || Total time:50.44396209716797 Loading and distributing data: 0.000168 seconds (140 allocations: 13.180 KiB) Iteration: 1893 || Clusters count: 15 || Log posterior: -3121.76033248387 || Iter Time:0.015399932861328125 || Total time:50.4593620300293 Iteration: 1894 || Clusters count: 15 || Log posterior: -3085.3512479989113 || Iter Time:0.039227962493896484 || Total time:50.49858999252319 Loading and distributing data: 0.000170 seconds (140 allocations: 13.180 KiB) Iteration: 1895 || Clusters count: 15 || Log posterior: -3107.1664267375295 || Iter Time:0.016184091567993164 || Total time:50.51477408409119 Iteration: 1896 || Clusters count: 15 || Log posterior: -3059.3216585382856 || Iter Time:0.039968013763427734 || Total time:50.554742097854614 Loading and distributing data: 0.000183 seconds (140 allocations: 13.180 KiB) Iteration: 1897 || Clusters count: 15 || Log posterior: -3066.6233668346995 || Iter Time:0.016484975814819336 || Total time:50.571227073669434 Iteration: 1898 || Clusters count: 15 || Log posterior: -3024.774711116446 || Iter Time:0.03977489471435547 || Total time:50.61100196838379 Loading and distributing data: 0.000170 seconds (140 allocations: 13.180 KiB) Iteration: 1899 || Clusters count: 15 || Log posterior: -3161.672428725794 || Iter Time:0.01640796661376953 || Total time:50.62740993499756 Iteration: 1900 || Clusters count: 15 || Log posterior: -3105.8693054877153 || Iter Time:0.04209089279174805 || Total time:50.66950082778931 Loading and distributing data: 0.000168 seconds (140 allocations: 13.180 KiB) Iteration: 1901 || Clusters count: 15 || Log posterior: -3147.7244224610126 || Iter Time:0.015663862228393555 || Total time:50.6851646900177 Iteration: 1902 || Clusters count: 15 || Log posterior: -3079.7880989214063 || Iter Time:0.039218902587890625 || Total time:50.72438359260559 Loading and distributing data: 0.000176 seconds (140 allocations: 13.180 KiB) Iteration: 1903 || Clusters count: 15 || Log posterior: -3112.806966251794 || Iter Time:0.01700282096862793 || Total time:50.74138641357422 Iteration: 1904 || Clusters count: 15 || Log posterior: -3083.0120668539066 || Iter Time:0.04001116752624512 || Total time:50.781397581100464 Loading and distributing data: 0.000184 seconds (140 allocations: 13.180 KiB) Iteration: 1905 || Clusters count: 15 || Log posterior: -3160.867377199853 || Iter Time:0.018947839736938477 || Total time:50.8003454208374 Iteration: 1906 || Clusters count: 15 || Log posterior: -3116.283009719435 || Iter Time:0.06758999824523926 || Total time:50.86793541908264 Loading and distributing data: 0.000206 seconds (140 allocations: 13.180 KiB) Iteration: 1907 || Clusters count: 15 || Log posterior: -3133.2017640953427 || Iter Time:0.016088008880615234 || Total time:50.88402342796326 Iteration: 1908 || Clusters count: 15 || Log posterior: -3086.3658289871983 || Iter Time:0.038498878479003906 || Total time:50.92252230644226 Loading and distributing data: 0.000180 seconds (140 allocations: 13.180 KiB) Iteration: 1909 || Clusters count: 15 || Log posterior: -3092.421118846214 || Iter Time:0.014983892440795898 || Total time:50.93750619888306 Iteration: 1910 || Clusters count: 15 || Log posterior: -3045.7124607905484 || Iter Time:0.0383758544921875 || Total time:50.975882053375244 Loading and distributing data: 0.000171 seconds (140 allocations: 13.180 KiB) Iteration: 1911 || Clusters count: 15 || Log posterior: -3133.3541733838592 || Iter Time:0.01545095443725586 || Total time:50.9913330078125 Iteration: 1912 || Clusters count: 15 || Log posterior: -3079.8021075203224 || Iter Time:0.03832697868347168 || Total time:51.02965998649597 Loading and distributing data: 0.000175 seconds (140 allocations: 13.180 KiB) Iteration: 1913 || Clusters count: 15 || Log posterior: -3154.908782060757 || Iter Time:0.014798879623413086 || Total time:51.044458866119385 Iteration: 1914 || Clusters count: 15 || Log posterior: -3108.0807344173154 || Iter Time:0.03895902633666992 || Total time:51.083417892456055 Loading and distributing data: 0.000172 seconds (140 allocations: 13.180 KiB) Iteration: 1915 || Clusters count: 15 || Log posterior: -3166.7284425413177 || Iter Time:0.01588296890258789 || Total time:51.09930086135864 Iteration: 1916 || Clusters count: 15 || Log posterior: -3122.504351106072 || Iter Time:0.039398908615112305 || Total time:51.138699769973755 Loading and distributing data: 0.000177 seconds (140 allocations: 13.180 KiB) Iteration: 1917 || Clusters count: 15 || Log posterior: -3208.219428894603 || Iter Time:0.017618894577026367 || Total time:51.15631866455078 Iteration: 1918 || Clusters count: 15 || Log posterior: -3129.0327334141884 || Iter Time:0.040982961654663086 || Total time:51.197301626205444 Loading and distributing data: 0.000178 seconds (140 allocations: 13.180 KiB) Iteration: 1919 || Clusters count: 15 || Log posterior: -3197.2316069614667 || Iter Time:0.016157865524291992 || Total time:51.213459491729736 Iteration: 1920 || Clusters count: 15 || Log posterior: -3135.1712930413364 || Iter Time:0.04054903984069824 || Total time:51.254008531570435 Loading and distributing data: 0.000170 seconds (140 allocations: 13.180 KiB) Iteration: 1921 || Clusters count: 15 || Log posterior: -3088.475394049664 || Iter Time:0.016404151916503906 || Total time:51.27041268348694 Iteration: 1922 || Clusters count: 15 || Log posterior: -3039.388444541279 || Iter Time:0.03968000411987305 || Total time:51.31009268760681 Loading and distributing data: 0.000176 seconds (140 allocations: 13.180 KiB) Iteration: 1923 || Clusters count: 15 || Log posterior: -3058.9452641719354 || Iter Time:0.01598501205444336 || Total time:51.326077699661255 Iteration: 1924 || Clusters count: 15 || Log posterior: -3008.110211433161 || Iter Time:0.03899383544921875 || Total time:51.365071535110474 Loading and distributing data: 0.000177 seconds (140 allocations: 13.180 KiB) Iteration: 1925 || Clusters count: 15 || Log posterior: -3108.781848960841 || Iter Time:0.016294002532958984 || Total time:51.38136553764343 Iteration: 1926 || Clusters count: 15 || Log posterior: -3057.920405249064 || Iter Time:0.0391080379486084 || Total time:51.42047357559204 Loading and distributing data: 0.000155 seconds (140 allocations: 13.180 KiB) Iteration: 1927 || Clusters count: 15 || Log posterior: -3138.097667417262 || Iter Time:0.014739036560058594 || Total time:51.4352126121521 Iteration: 1928 || Clusters count: 15 || Log posterior: -3088.9300843696055 || Iter Time:0.03940701484680176 || Total time:51.4746196269989 Loading and distributing data: 0.000182 seconds (140 allocations: 13.180 KiB) Iteration: 1929 || Clusters count: 15 || Log posterior: -3144.843366528847 || Iter Time:0.01653599739074707 || Total time:51.49115562438965 Iteration: 1930 || Clusters count: 15 || Log posterior: -3097.031987529738 || Iter Time:0.03945016860961914 || Total time:51.53060579299927 Loading and distributing data: 0.000175 seconds (140 allocations: 13.180 KiB) Iteration: 1931 || Clusters count: 16 || Log posterior: -3094.707622956813 || Iter Time:0.015753984451293945 || Total time:51.54635977745056 Iteration: 1932 || Clusters count: 16 || Log posterior: -3043.855952029642 || Iter Time:0.04120492935180664 || Total time:51.58756470680237 Loading and distributing data: 0.000172 seconds (140 allocations: 13.180 KiB) Iteration: 1933 || Clusters count: 16 || Log posterior: -3131.764923667689 || Iter Time:0.015308856964111328 || Total time:51.60287356376648 Iteration: 1934 || Clusters count: 16 || Log posterior: -3084.7474007902647 || Iter Time:0.04100203514099121 || Total time:51.64387559890747 Loading and distributing data: 0.000173 seconds (140 allocations: 13.180 KiB) Iteration: 1935 || Clusters count: 16 || Log posterior: -3181.872189902154 || Iter Time:0.014842033386230469 || Total time:51.6587176322937 Iteration: 1936 || Clusters count: 16 || Log posterior: -3130.744721038351 || Iter Time:0.06762099266052246 || Total time:51.726338624954224 Loading and distributing data: 0.000178 seconds (140 allocations: 13.180 KiB) Iteration: 1937 || Clusters count: 15 || Log posterior: -3197.03894052834 || Iter Time:0.01582622528076172 || Total time:51.742164850234985 Iteration: 1938 || Clusters count: 15 || Log posterior: -3136.357238114495 || Iter Time:0.03928399085998535 || Total time:51.78144884109497 Loading and distributing data: 0.000180 seconds (140 allocations: 13.180 KiB) Iteration: 1939 || Clusters count: 15 || Log posterior: -3185.5858904854967 || Iter Time:0.014985084533691406 || Total time:51.79643392562866 Iteration: 1940 || Clusters count: 14 || Log posterior: -3112.504483871363 || Iter Time:0.039270877838134766 || Total time:51.8357048034668 Loading and distributing data: 0.000173 seconds (140 allocations: 13.180 KiB) Iteration: 1941 || Clusters count: 14 || Log posterior: -3114.487773967543 || Iter Time:0.01547384262084961 || Total time:51.85117864608765 Iteration: 1942 || Clusters count: 14 || Log posterior: -3065.161870012421 || Iter Time:0.03854084014892578 || Total time:51.88971948623657 Loading and distributing data: 0.000194 seconds (140 allocations: 13.180 KiB) Iteration: 1943 || Clusters count: 14 || Log posterior: -3132.3090757036184 || Iter Time:0.01694798469543457 || Total time:51.90666747093201 Iteration: 1944 || Clusters count: 14 || Log posterior: -3084.0244741605698 || Iter Time:0.03877997398376465 || Total time:51.94544744491577 Loading and distributing data: 0.000170 seconds (140 allocations: 13.180 KiB) Iteration: 1945 || Clusters count: 14 || Log posterior: -3097.0098319838553 || Iter Time:0.01647019386291504 || Total time:51.96191763877869 Iteration: 1946 || Clusters count: 14 || Log posterior: -3048.1429348271577 || Iter Time:0.03774404525756836 || Total time:51.999661684036255 Loading and distributing data: 0.000172 seconds (140 allocations: 13.180 KiB) Iteration: 1947 || Clusters count: 14 || Log posterior: -3115.7417033240176 || Iter Time:0.01621103286743164 || Total time:52.01587271690369 Iteration: 1948 || Clusters count: 14 || Log posterior: -3080.5327104236508 || Iter Time:0.03797793388366699 || Total time:52.05385065078735 Loading and distributing data: 0.000187 seconds (140 allocations: 13.180 KiB) Iteration: 1949 || Clusters count: 15 || Log posterior: -3168.4548109152743 || Iter Time:0.016034841537475586 || Total time:52.06988549232483 Iteration: 1950 || Clusters count: 15 || Log posterior: -3113.7522515186097 || Iter Time:0.03908705711364746 || Total time:52.10897254943848 Loading and distributing data: 0.000169 seconds (140 allocations: 13.180 KiB) Iteration: 1951 || Clusters count: 15 || Log posterior: -3164.9477650018034 || Iter Time:0.014885187149047852 || Total time:52.123857736587524 Iteration: 1952 || Clusters count: 15 || Log posterior: -3113.3476285250804 || Iter Time:0.03814888000488281 || Total time:52.16200661659241 Loading and distributing data: 0.000183 seconds (140 allocations: 13.180 KiB) Iteration: 1953 || Clusters count: 15 || Log posterior: -3152.2659179526595 || Iter Time:0.014889001846313477 || Total time:52.17689561843872 Iteration: 1954 || Clusters count: 15 || Log posterior: -3087.444850737389 || Iter Time:0.04169797897338867 || Total time:52.21859359741211 Loading and distributing data: 0.000186 seconds (140 allocations: 13.180 KiB) Iteration: 1955 || Clusters count: 15 || Log posterior: -3103.1913910601984 || Iter Time:0.015290975570678711 || Total time:52.23388457298279 Iteration: 1956 || Clusters count: 15 || Log posterior: -3058.317566980321 || Iter Time:0.03903603553771973 || Total time:52.27292060852051 Loading and distributing data: 0.000175 seconds (140 allocations: 13.180 KiB) Iteration: 1957 || Clusters count: 15 || Log posterior: -3129.896184008279 || Iter Time:0.014830827713012695 || Total time:52.28775143623352 Iteration: 1958 || Clusters count: 15 || Log posterior: -3086.9150662552447 || Iter Time:0.03696608543395996 || Total time:52.32471752166748 Loading and distributing data: 0.000176 seconds (140 allocations: 13.180 KiB) Iteration: 1959 || Clusters count: 15 || Log posterior: -3146.7678513445553 || Iter Time:0.015427827835083008 || Total time:52.34014534950256 Iteration: 1960 || Clusters count: 15 || Log posterior: -3072.703558662384 || Iter Time:0.038652896881103516 || Total time:52.37879824638367 Loading and distributing data: 0.000180 seconds (140 allocations: 13.180 KiB) Iteration: 1961 || Clusters count: 15 || Log posterior: -3113.85195445331 || Iter Time:0.01652693748474121 || Total time:52.39532518386841 Iteration: 1962 || Clusters count: 15 || Log posterior: -3063.772401424006 || Iter Time:0.040888071060180664 || Total time:52.43621325492859 Loading and distributing data: 0.000181 seconds (140 allocations: 13.180 KiB) Iteration: 1963 || Clusters count: 15 || Log posterior: -3086.787700320777 || Iter Time:0.016920804977416992 || Total time:52.453134059906006 Iteration: 1964 || Clusters count: 15 || Log posterior: -3055.267813841094 || Iter Time:0.0659492015838623 || Total time:52.51908326148987 Loading and distributing data: 0.000175 seconds (140 allocations: 13.180 KiB) Iteration: 1965 || Clusters count: 15 || Log posterior: -3077.432331318348 || Iter Time:0.015871047973632812 || Total time:52.5349543094635 Iteration: 1966 || Clusters count: 15 || Log posterior: -3044.209496385404 || Iter Time:0.040628910064697266 || Total time:52.5755832195282 Loading and distributing data: 0.000178 seconds (140 allocations: 13.180 KiB) Iteration: 1967 || Clusters count: 15 || Log posterior: -3140.7045897976386 || Iter Time:0.016511201858520508 || Total time:52.59209442138672 Iteration: 1968 || Clusters count: 15 || Log posterior: -3067.061866014437 || Iter Time:0.041754961013793945 || Total time:52.63384938240051 Loading and distributing data: 0.000168 seconds (140 allocations: 13.180 KiB) Iteration: 1969 || Clusters count: 15 || Log posterior: -3119.0155241483753 || Iter Time:0.01789402961730957 || Total time:52.65174341201782 Iteration: 1970 || Clusters count: 15 || Log posterior: -3057.7030594171497 || Iter Time:0.03872799873352051 || Total time:52.69047141075134 Loading and distributing data: 0.000180 seconds (140 allocations: 13.180 KiB) Iteration: 1971 || Clusters count: 15 || Log posterior: -3079.6419957915396 || Iter Time:0.01604604721069336 || Total time:52.706517457962036 Iteration: 1972 || Clusters count: 15 || Log posterior: -3054.649576449623 || Iter Time:0.03966999053955078 || Total time:52.74618744850159 Loading and distributing data: 0.000187 seconds (140 allocations: 13.180 KiB) Iteration: 1973 || Clusters count: 15 || Log posterior: -3141.781438955827 || Iter Time:0.016483068466186523 || Total time:52.76267051696777 Iteration: 1974 || Clusters count: 14 || Log posterior: -3059.519678595412 || Iter Time:0.041610002517700195 || Total time:52.804280519485474 Loading and distributing data: 0.000177 seconds (140 allocations: 13.180 KiB) Iteration: 1975 || Clusters count: 14 || Log posterior: -3125.77952706905 || Iter Time:0.016402006149291992 || Total time:52.820682525634766 Iteration: 1976 || Clusters count: 14 || Log posterior: -3099.562617113457 || Iter Time:0.03889203071594238 || Total time:52.85957455635071 Loading and distributing data: 0.000187 seconds (140 allocations: 13.180 KiB) Iteration: 1977 || Clusters count: 14 || Log posterior: -3190.0736182285327 || Iter Time:0.015690088272094727 || Total time:52.8752646446228 Iteration: 1978 || Clusters count: 14 || Log posterior: -3134.992977397082 || Iter Time:0.038658857345581055 || Total time:52.913923501968384 Loading and distributing data: 0.000190 seconds (140 allocations: 13.180 KiB) Iteration: 1979 || Clusters count: 14 || Log posterior: -3152.469304791912 || Iter Time:0.016727924346923828 || Total time:52.93065142631531 Iteration: 1980 || Clusters count: 14 || Log posterior: -3112.1247776648597 || Iter Time:0.037809133529663086 || Total time:52.96846055984497 Loading and distributing data: 0.000169 seconds (140 allocations: 13.180 KiB) Iteration: 1981 || Clusters count: 14 || Log posterior: -3124.7352592134894 || Iter Time:0.0157930850982666 || Total time:52.98425364494324 Iteration: 1982 || Clusters count: 14 || Log posterior: -3084.72436869306 || Iter Time:0.03725099563598633 || Total time:53.021504640579224 Loading and distributing data: 0.000180 seconds (140 allocations: 13.180 KiB) Iteration: 1983 || Clusters count: 14 || Log posterior: -3151.114776620532 || Iter Time:0.016200780868530273 || Total time:53.037705421447754 Iteration: 1984 || Clusters count: 14 || Log posterior: -3074.095142252594 || Iter Time:0.03780198097229004 || Total time:53.075507402420044 Loading and distributing data: 0.000181 seconds (140 allocations: 13.180 KiB) Iteration: 1985 || Clusters count: 14 || Log posterior: -3100.311053165317 || Iter Time:0.01615309715270996 || Total time:53.091660499572754 Iteration: 1986 || Clusters count: 14 || Log posterior: -3072.214737112889 || Iter Time:0.03808784484863281 || Total time:53.12974834442139 Loading and distributing data: 0.000186 seconds (140 allocations: 13.180 KiB) Iteration: 1987 || Clusters count: 14 || Log posterior: -3140.56685312298 || Iter Time:0.01544499397277832 || Total time:53.145193338394165 Iteration: 1988 || Clusters count: 14 || Log posterior: -3078.8588761802935 || Iter Time:0.03778982162475586 || Total time:53.18298316001892 Loading and distributing data: 0.000192 seconds (140 allocations: 13.180 KiB) Iteration: 1989 || Clusters count: 14 || Log posterior: -3127.900598497395 || Iter Time:0.01595306396484375 || Total time:53.198936223983765 Iteration: 1990 || Clusters count: 14 || Log posterior: -3073.5427563853013 || Iter Time:0.038934946060180664 || Total time:53.237871170043945 Loading and distributing data: 0.000175 seconds (140 allocations: 13.180 KiB) Iteration: 1991 || Clusters count: 14 || Log posterior: -3149.889089788791 || Iter Time:0.015794992446899414 || Total time:53.253666162490845 Iteration: 1992 || Clusters count: 14 || Log posterior: -3096.5902694990154 || Iter Time:0.03934812545776367 || Total time:53.29301428794861 Loading and distributing data: 0.000173 seconds (140 allocations: 13.180 KiB) Iteration: 1993 || Clusters count: 15 || Log posterior: -3106.34712214839 || Iter Time:0.04105806350708008 || Total time:53.33407235145569 Iteration: 1994 || Clusters count: 15 || Log posterior: -3070.727451905824 || Iter Time:0.03898215293884277 || Total time:53.37305450439453 Loading and distributing data: 0.000197 seconds (140 allocations: 13.180 KiB) Iteration: 1995 || Clusters count: 15 || Log posterior: -3112.678611722751 || Iter Time:0.015349149703979492 || Total time:53.38840365409851 Iteration: 1996 || Clusters count: 15 || Log posterior: -3058.388409046171 || Iter Time:0.038847923278808594 || Total time:53.42725157737732 Loading and distributing data: 0.000181 seconds (140 allocations: 13.180 KiB) Iteration: 1997 || Clusters count: 15 || Log posterior: -3129.4974314165706 || Iter Time:0.015381097793579102 || Total time:53.4426326751709 Iteration: 1998 || Clusters count: 14 || Log posterior: -3076.60157119017 || Iter Time:0.03827214241027832 || Total time:53.48090481758118 Loading and distributing data: 0.000180 seconds (140 allocations: 13.180 KiB) Iteration: 1999 || Clusters count: 14 || Log posterior: -3112.7154892942854 || Iter Time:0.014507055282592773 || Total time:53.49541187286377 Iteration: 2000 || Clusters count: 14 || Log posterior: -3087.7294392834283 || Iter Time:0.03587007522583008 || Total time:53.5312819480896 Loading and distributing data: 0.000166 seconds (140 allocations: 13.180 KiB) Iteration: 2001 || Clusters count: 14 || Log posterior: -3081.3700209192652 || Iter Time:0.014721870422363281 || Total time:53.54600381851196 Iteration: 2002 || Clusters count: 14 || Log posterior: -3047.4804307056456 || Iter Time:0.03772711753845215 || Total time:53.583730936050415 Loading and distributing data: 0.000174 seconds (140 allocations: 13.180 KiB) Iteration: 2003 || Clusters count: 14 || Log posterior: -3134.8981485255963 || Iter Time:0.016098976135253906 || Total time:53.59982991218567 Iteration: 2004 || Clusters count: 14 || Log posterior: -3072.582850106721 || Iter Time:0.03893089294433594 || Total time:53.638760805130005 Loading and distributing data: 0.000189 seconds (140 allocations: 13.180 KiB) Iteration: 2005 || Clusters count: 14 || Log posterior: -3182.320921737324 || Iter Time:0.014963150024414062 || Total time:53.65372395515442 Iteration: 2006 || Clusters count: 14 || Log posterior: -3116.276277371114 || Iter Time:0.037370920181274414 || Total time:53.69109487533569 Loading and distributing data: 0.000176 seconds (140 allocations: 13.180 KiB) Iteration: 2007 || Clusters count: 14 || Log posterior: -3188.429803124583 || Iter Time:0.015144109725952148 || Total time:53.706238985061646 Iteration: 2008 || Clusters count: 14 || Log posterior: -3128.130578366058 || Iter Time:0.04045391082763672 || Total time:53.74669289588928 Loading and distributing data: 0.000190 seconds (140 allocations: 13.180 KiB) Iteration: 2009 || Clusters count: 14 || Log posterior: -3142.5983035981326 || Iter Time:0.01607203483581543 || Total time:53.7627649307251 Iteration: 2010 || Clusters count: 14 || Log posterior: -3097.79881177791 || Iter Time:0.037554025650024414 || Total time:53.80031895637512 Loading and distributing data: 0.000180 seconds (140 allocations: 13.180 KiB) Iteration: 2011 || Clusters count: 14 || Log posterior: -3143.2316858397808 || Iter Time:0.015400886535644531 || Total time:53.81571984291077 Iteration: 2012 || Clusters count: 14 || Log posterior: -3112.2052077807375 || Iter Time:0.03812408447265625 || Total time:53.85384392738342 Loading and distributing data: 0.000172 seconds (140 allocations: 13.180 KiB) Iteration: 2013 || Clusters count: 14 || Log posterior: -3113.227214585094 || Iter Time:0.015400171279907227 || Total time:53.86924409866333 Iteration: 2014 || Clusters count: 14 || Log posterior: -3081.2864514429075 || Iter Time:0.03723406791687012 || Total time:53.9064781665802 Loading and distributing data: 0.000171 seconds (140 allocations: 13.180 KiB) Iteration: 2015 || Clusters count: 14 || Log posterior: -3145.4618891350874 || Iter Time:0.015264034271240234 || Total time:53.92174220085144 Iteration: 2016 || Clusters count: 14 || Log posterior: -3073.5031183527603 || Iter Time:0.037628889083862305 || Total time:53.9593710899353 Loading and distributing data: 0.000179 seconds (140 allocations: 13.180 KiB) Iteration: 2017 || Clusters count: 15 || Log posterior: -3079.896929488783 || Iter Time:0.016224145889282227 || Total time:53.975595235824585 Iteration: 2018 || Clusters count: 15 || Log posterior: -3022.8707932363873 || Iter Time:0.04015707969665527 || Total time:54.01575231552124 Loading and distributing data: 0.000177 seconds (140 allocations: 13.180 KiB) Iteration: 2019 || Clusters count: 15 || Log posterior: -3089.7342856728105 || Iter Time:0.014371156692504883 || Total time:54.030123472213745 Iteration: 2020 || Clusters count: 15 || Log posterior: -3061.871960390687 || Iter Time:0.03809189796447754 || Total time:54.06821537017822 Loading and distributing data: 0.000198 seconds (140 allocations: 13.180 KiB) Iteration: 2021 || Clusters count: 14 || Log posterior: -3122.6366079827385 || Iter Time:0.015105009078979492 || Total time:54.0833203792572 Iteration: 2022 || Clusters count: 14 || Log posterior: -3074.5636994122283 || Iter Time:0.060938119888305664 || Total time:54.14425849914551 Loading and distributing data: 0.000192 seconds (140 allocations: 13.180 KiB) Iteration: 2023 || Clusters count: 15 || Log posterior: -3142.820650984374 || Iter Time:0.014918088912963867 || Total time:54.15917658805847 Iteration: 2024 || Clusters count: 15 || Log posterior: -3100.9252205035496 || Iter Time:0.038847923278808594 || Total time:54.19802451133728 Loading and distributing data: 0.000183 seconds (140 allocations: 13.180 KiB) Iteration: 2025 || Clusters count: 15 || Log posterior: -3123.5319397623343 || Iter Time:0.014813899993896484 || Total time:54.21283841133118 Iteration: 2026 || Clusters count: 15 || Log posterior: -3080.6163792758016 || Iter Time:0.03646397590637207 || Total time:54.24930238723755 Loading and distributing data: 0.000187 seconds (140 allocations: 13.180 KiB) Iteration: 2027 || Clusters count: 16 || Log posterior: -3096.2651083553596 || Iter Time:0.014628171920776367 || Total time:54.263930559158325 Iteration: 2028 || Clusters count: 15 || Log posterior: -3048.277291894542 || Iter Time:0.03850388526916504 || Total time:54.30243444442749 Avg NMI: 0.8818249825300843 Full NMI: 0.8570697039275635 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m39.8s Testing DPMMSubClustersStreaming tests passed Testing completed after 213.42s PkgEval succeeded after 306.5s