Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.783 (b4a6288a38*) started at 2025-06-26T23:27:52.749 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.37s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.2 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.2 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.21 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.14.1+1 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.5.20 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.0+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.35s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 157.09s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_3SIt6w/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_3SIt6w/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.2 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.2 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.21 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.14.1+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.0+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.418157 seconds (1.22 M allocations: 70.793 MiB, 99.92% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233236.91298629093 || Iter Time:16.442298889160156 || Total time:16.442298889160156 Iteration: 1 || Clusters count: 1 || Log posterior: -233236.91298629093 || Iter Time:0.07965207099914551 || Total time:16.5219509601593 Iteration: 2 || Clusters count: 1 || Log posterior: -233236.91298629093 || Iter Time:0.007154941558837891 || Total time:16.52910590171814 Iteration: 3 || Clusters count: 1 || Log posterior: -233236.91298629093 || Iter Time:0.0065860748291015625 || Total time:16.53569197654724 Iteration: 4 || Clusters count: 1 || Log posterior: -233236.91298629093 || Iter Time:0.017313003540039062 || Total time:16.55300498008728 Iteration: 5 || Clusters count: 1 || Log posterior: -233236.91298629093 || Iter Time:0.006294965744018555 || Total time:16.5592999458313 Iteration: 6 || Clusters count: 1 || Log posterior: -233236.91298629093 || Iter Time:0.006231069564819336 || Total time:16.565531015396118 Iteration: 7 || Clusters count: 1 || Log posterior: -233236.91298629093 || Iter Time:0.006141185760498047 || Total time:16.571672201156616 Iteration: 8 || Clusters count: 1 || Log posterior: -233236.91298629093 || Iter Time:0.006073951721191406 || Total time:16.577746152877808 Iteration: 9 || Clusters count: 1 || Log posterior: -233236.91298629093 || Iter Time:0.00606083869934082 || Total time:16.58380699157715 Iteration: 10 || Clusters count: 1 || Log posterior: -233236.91298629093 || Iter Time:0.005980014801025391 || Total time:16.589787006378174 Iteration: 11 || Clusters count: 1 || Log posterior: -233236.91298629093 || Iter Time:0.0061190128326416016 || Total time:16.595906019210815 Iteration: 12 || Clusters count: 1 || Log posterior: -233236.91298629093 || Iter Time:0.006139039993286133 || Total time:16.6020450592041 Iteration: 13 || Clusters count: 2 || Log posterior: -233055.35048800358 || Iter Time:4.018842935562134 || Total time:20.620887994766235 Iteration: 14 || Clusters count: 2 || Log posterior: -233012.02522507132 || Iter Time:0.007219076156616211 || Total time:20.62810707092285 Iteration: 15 || Clusters count: 2 || Log posterior: -232964.08092904626 || Iter Time:0.0067119598388671875 || Total time:20.63481903076172 Iteration: 16 || Clusters count: 2 || Log posterior: -232952.78376092826 || Iter Time:0.006691932678222656 || Total time:20.64151096343994 Iteration: 17 || Clusters count: 2 || Log posterior: -232952.97134782566 || Iter Time:0.006758928298950195 || Total time:20.64826989173889 Iteration: 18 || Clusters count: 2 || Log posterior: -232913.25253084794 || Iter Time:0.006512165069580078 || Total time:20.65478205680847 Iteration: 19 || Clusters count: 2 || Log posterior: -232950.10436654626 || Iter Time:0.0067598819732666016 || Total time:20.66154193878174 Iteration: 20 || Clusters count: 2 || Log posterior: -232867.88744775625 || Iter Time:3.271308183670044 || Total time:23.932850122451782 Loading and distributing data: 0.001027 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233201.12382209505 || Iter Time:0.030179977416992188 || Total time:23.963030099868774 Iteration: 22 || Clusters count: 2 || Log posterior: -233175.14514559542 || Iter Time:0.006545066833496094 || Total time:23.96957516670227 Iteration: 23 || Clusters count: 2 || Log posterior: -233169.97781405706 || Iter Time:0.0065670013427734375 || Total time:23.976142168045044 Iteration: 24 || Clusters count: 2 || Log posterior: -233132.53021790992 || Iter Time:0.006340980529785156 || Total time:23.98248314857483 Iteration: 25 || Clusters count: 2 || Log posterior: -233117.83769816035 || Iter Time:0.0068171024322509766 || Total time:23.98930025100708 Iteration: 26 || Clusters count: 2 || Log posterior: -233104.58071343772 || Iter Time:0.006641864776611328 || Total time:23.99594211578369 Iteration: 27 || Clusters count: 2 || Log posterior: -233108.2748587948 || Iter Time:0.05575895309448242 || Total time:24.051701068878174 Iteration: 28 || Clusters count: 3 || Log posterior: -232888.0332559053 || Iter Time:0.008788824081420898 || Total time:24.060489892959595 Iteration: 29 || Clusters count: 3 || Log posterior: -232761.54259260095 || Iter Time:0.006412029266357422 || Total time:24.066901922225952 Iteration: 30 || Clusters count: 3 || Log posterior: -232728.9332063182 || Iter Time:0.006236076354980469 || Total time:24.073137998580933 Iteration: 31 || Clusters count: 3 || Log posterior: -232723.00518721476 || Iter Time:0.006377220153808594 || Total time:24.07951521873474 Iteration: 32 || Clusters count: 3 || Log posterior: -232720.9685391536 || Iter Time:0.0061948299407958984 || Total time:24.085710048675537 Iteration: 33 || Clusters count: 3 || Log posterior: -232720.19926248168 || Iter Time:0.0063610076904296875 || Total time:24.092071056365967 Iteration: 34 || Clusters count: 3 || Log posterior: -232721.46719302004 || Iter Time:0.006041049957275391 || Total time:24.098112106323242 Iteration: 35 || Clusters count: 3 || Log posterior: -232723.1890430769 || Iter Time:0.006128787994384766 || Total time:24.104240894317627 Iteration: 36 || Clusters count: 3 || Log posterior: -232712.68531857745 || Iter Time:0.006228923797607422 || Total time:24.110469818115234 Iteration: 37 || Clusters count: 3 || Log posterior: -232743.5305590029 || Iter Time:0.006403207778930664 || Total time:24.116873025894165 Iteration: 38 || Clusters count: 3 || Log posterior: -232729.09807655014 || Iter Time:0.0063991546630859375 || Total time:24.12327218055725 Iteration: 39 || Clusters count: 4 || Log posterior: -232568.82601953522 || Iter Time:0.008198022842407227 || Total time:24.131470203399658 Iteration: 40 || Clusters count: 4 || Log posterior: -232464.70685495788 || Iter Time:0.006394147872924805 || Total time:24.137864351272583 Iteration: 41 || Clusters count: 4 || Log posterior: -232346.22013278207 || Iter Time:0.006434202194213867 || Total time:24.144298553466797 Loading and distributing data: 0.001074 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262661.4514578692 || Iter Time:0.009469032287597656 || Total time:24.153767585754395 Iteration: 43 || Clusters count: 4 || Log posterior: -262549.53025010135 || Iter Time:0.007750034332275391 || Total time:24.16151762008667 Iteration: 44 || Clusters count: 4 || Log posterior: -262521.7574576416 || Iter Time:0.008800983428955078 || Total time:24.170318603515625 Iteration: 45 || Clusters count: 4 || Log posterior: -262493.77597724827 || Iter Time:0.008960962295532227 || Total time:24.179279565811157 Iteration: 46 || Clusters count: 4 || Log posterior: -262481.5326273994 || Iter Time:0.008877038955688477 || Total time:24.188156604766846 Iteration: 47 || Clusters count: 4 || Log posterior: -262476.7345989763 || Iter Time:0.008981943130493164 || Total time:24.19713854789734 Iteration: 48 || Clusters count: 4 || Log posterior: -262475.08418428537 || Iter Time:0.008809089660644531 || Total time:24.205947637557983 Iteration: 49 || Clusters count: 4 || Log posterior: -262489.8924064398 || Iter Time:0.008915901184082031 || Total time:24.214863538742065 Iteration: 50 || Clusters count: 4 || Log posterior: -262493.20705588977 || Iter Time:0.008938074111938477 || Total time:24.223801612854004 Iteration: 51 || Clusters count: 4 || Log posterior: -262512.27890722925 || Iter Time:0.008356094360351562 || Total time:24.232157707214355 Iteration: 52 || Clusters count: 4 || Log posterior: -262490.82357252645 || Iter Time:0.10154509544372559 || Total time:24.33370280265808 Iteration: 53 || Clusters count: 4 || Log posterior: -262477.93412176037 || Iter Time:0.007573843002319336 || Total time:24.3412766456604 Iteration: 54 || Clusters count: 6 || Log posterior: -262126.38091722806 || Iter Time:0.010816097259521484 || Total time:24.352092742919922 Iteration: 55 || Clusters count: 6 || Log posterior: -261950.05203678412 || Iter Time:0.008545160293579102 || Total time:24.3606379032135 Iteration: 56 || Clusters count: 6 || Log posterior: -261921.5685216982 || Iter Time:0.008082866668701172 || Total time:24.368720769882202 Iteration: 57 || Clusters count: 6 || Log posterior: -261885.5237275161 || Iter Time:0.00814199447631836 || Total time:24.37686276435852 Iteration: 58 || Clusters count: 6 || Log posterior: -261889.01052453122 || Iter Time:0.00866389274597168 || Total time:24.385526657104492 Iteration: 59 || Clusters count: 7 || Log posterior: -261412.09461633774 || Iter Time:0.009642839431762695 || Total time:24.395169496536255 Iteration: 60 || Clusters count: 7 || Log posterior: -261410.60358689108 || Iter Time:0.00878000259399414 || Total time:24.40394949913025 Iteration: 61 || Clusters count: 7 || Log posterior: -261328.73786772793 || Iter Time:0.008419990539550781 || Total time:24.4123694896698 Iteration: 62 || Clusters count: 7 || Log posterior: -261241.6806453658 || Iter Time:0.0083160400390625 || Total time:24.420685529708862 Loading and distributing data: 0.000850 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 7 || Log posterior: -260809.36604320002 || Iter Time:0.008626937866210938 || Total time:24.429312467575073 Iteration: 64 || Clusters count: 7 || Log posterior: -260675.65369936763 || Iter Time:0.010020971298217773 || Total time:24.43933343887329 Iteration: 65 || Clusters count: 7 || Log posterior: -260647.3660913762 || Iter Time:0.009280920028686523 || Total time:24.448614358901978 Iteration: 66 || Clusters count: 7 || Log posterior: -260569.3692935019 || Iter Time:0.011664867401123047 || Total time:24.4602792263031 Iteration: 67 || Clusters count: 7 || Log posterior: -260567.62296820193 || Iter Time:0.008402109146118164 || Total time:24.46868133544922 Iteration: 68 || Clusters count: 7 || Log posterior: -260562.78126386844 || Iter Time:0.008172988891601562 || Total time:24.47685432434082 Iteration: 69 || Clusters count: 10 || Log posterior: -259248.73919881007 || Iter Time:0.011607885360717773 || Total time:24.488462209701538 Iteration: 70 || Clusters count: 10 || Log posterior: -259017.09062354718 || Iter Time:0.009718894958496094 || Total time:24.498181104660034 Iteration: 71 || Clusters count: 10 || Log posterior: -259010.07918985002 || Iter Time:0.009500980377197266 || Total time:24.50768208503723 Iteration: 72 || Clusters count: 10 || Log posterior: -259006.84262146585 || Iter Time:0.01067805290222168 || Total time:24.518360137939453 Iteration: 73 || Clusters count: 10 || Log posterior: -259023.1181407075 || Iter Time:0.032257080078125 || Total time:24.550617218017578 Iteration: 74 || Clusters count: 12 || Log posterior: -258507.67303560392 || Iter Time:0.01187586784362793 || Total time:24.562493085861206 Iteration: 75 || Clusters count: 12 || Log posterior: -258350.13478729225 || Iter Time:0.024285078048706055 || Total time:24.586778163909912 Iteration: 76 || Clusters count: 12 || Log posterior: -258334.95458224366 || Iter Time:0.011137962341308594 || Total time:24.59791612625122 Iteration: 77 || Clusters count: 13 || Log posterior: -258077.9830669085 || Iter Time:0.012117862701416016 || Total time:24.610033988952637 Iteration: 78 || Clusters count: 13 || Log posterior: -258018.0925833642 || Iter Time:0.010948896408081055 || Total time:24.620982885360718 Iteration: 79 || Clusters count: 13 || Log posterior: -258017.12272622838 || Iter Time:0.01155996322631836 || Total time:24.632542848587036 Iteration: 80 || Clusters count: 13 || Log posterior: -258005.10959143998 || Iter Time:0.01147913932800293 || Total time:24.64402198791504 Iteration: 81 || Clusters count: 13 || Log posterior: -258010.6721998108 || Iter Time:0.011317968368530273 || Total time:24.65533995628357 Iteration: 82 || Clusters count: 13 || Log posterior: -258006.47555866392 || Iter Time:0.011119842529296875 || Total time:24.666459798812866 Iteration: 83 || Clusters count: 13 || Log posterior: -257982.50740573648 || Iter Time:0.010696172714233398 || Total time:24.6771559715271 Loading and distributing data: 0.000886 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 14 || Log posterior: -257765.62644162058 || Iter Time:0.8223400115966797 || Total time:25.49949598312378 Iteration: 85 || Clusters count: 14 || Log posterior: -257697.89708395078 || Iter Time:0.03655695915222168 || Total time:25.536052942276 Iteration: 86 || Clusters count: 14 || Log posterior: -257702.96908631886 || Iter Time:0.01299905776977539 || Total time:25.549052000045776 Iteration: 87 || Clusters count: 14 || Log posterior: -257688.16499999826 || Iter Time:0.012682199478149414 || Total time:25.561734199523926 Iteration: 88 || Clusters count: 14 || Log posterior: -257700.31221975852 || Iter Time:0.012616157531738281 || Total time:25.574350357055664 Iteration: 89 || Clusters count: 14 || Log posterior: -257689.36719311672 || Iter Time:0.013521194458007812 || Total 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time:25.835985898971558 Iteration: 104 || Clusters count: 15 || Log posterior: -257305.85639736793 || Iter Time:0.01737689971923828 || Total time:25.853362798690796 Loading and distributing data: 0.000824 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 16 || Log posterior: -256989.12350226895 || Iter Time:0.018751859664916992 || Total time:25.872114658355713 Iteration: 106 || Clusters count: 16 || Log posterior: -256882.06903824167 || Iter Time:0.01826190948486328 || Total time:25.890376567840576 Iteration: 107 || Clusters count: 18 || Log posterior: -256080.081612479 || Iter Time:0.01918506622314453 || Total time:25.90956163406372 Iteration: 108 || Clusters count: 18 || Log posterior: -255991.6953401805 || Iter Time:0.02185988426208496 || Total time:25.931421518325806 Iteration: 109 || Clusters count: 18 || Log posterior: -255991.6375220584 || Iter Time:0.018443822860717773 || Total time:25.949865341186523 Iteration: 110 || Clusters count: 18 || Log posterior: 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-256006.90525138887 || Iter Time:0.028681039810180664 || Total time:26.27774930000305 Iteration: 125 || Clusters count: 18 || Log posterior: -255987.31625525275 || Iter Time:0.0239560604095459 || Total time:26.301705360412598 Loading and distributing data: 0.000925 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -255102.8702767524 || Iter Time:0.025400876998901367 || Total time:26.3271062374115 Iteration: 127 || Clusters count: 20 || Log posterior: -255012.2035057389 || Iter Time:0.02398514747619629 || Total time:26.351091384887695 Iteration: 128 || Clusters count: 20 || Log posterior: -255001.04263769128 || Iter Time:0.02909111976623535 || Total time:26.38018250465393 Iteration: 129 || Clusters count: 20 || Log posterior: -255005.20100709348 || Iter Time:0.023732900619506836 || Total time:26.403915405273438 Iteration: 130 || Clusters count: 20 || Log posterior: -255005.20100709348 || Iter Time:0.023897886276245117 || Total 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posterior: -255012.99625401702 || Iter Time:0.031993865966796875 || Total time:27.014894008636475 Iteration: 152 || Clusters count: 20 || Log posterior: -255007.67893600868 || Iter Time:0.027281999588012695 || Total time:27.042176008224487 Iteration: 153 || Clusters count: 20 || Log posterior: -255007.1932189431 || Iter Time:0.026870012283325195 || Total time:27.069046020507812 Iteration: 154 || Clusters count: 20 || Log posterior: -255004.58684254577 || Iter Time:0.03134489059448242 || Total time:27.100390911102295 Iteration: 155 || Clusters count: 20 || Log posterior: -255004.58684254577 || Iter Time:0.027206897735595703 || Total time:27.12759780883789 Iteration: 156 || Clusters count: 20 || Log posterior: -255006.79774393924 || Iter Time:0.02683115005493164 || Total time:27.154428958892822 Iteration: 157 || Clusters count: 20 || Log posterior: -255011.5961530685 || Iter Time:0.030627965927124023 || Total time:27.185056924819946 Iteration: 158 || Clusters count: 20 || Log posterior: 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-255009.61307119022 || Iter Time:0.029541015625 || Total time:27.42301869392395 Iteration: 166 || Clusters count: 20 || Log posterior: -255006.06003677513 || Iter Time:0.02763199806213379 || Total time:27.450650691986084 Iteration: 167 || Clusters count: 20 || Log posterior: -255006.06003677513 || Iter Time:0.030936002731323242 || Total time:27.481586694717407 Loading and distributing data: 0.000842 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255284.94951813904 || Iter Time:0.028822898864746094 || Total time:27.510409593582153 Iteration: 169 || Clusters count: 20 || Log posterior: -255259.4230328366 || Iter Time:0.025909900665283203 || Total time:27.536319494247437 Iteration: 170 || Clusters count: 20 || Log posterior: -255267.13967858173 || Iter Time:0.0304720401763916 || Total time:27.566791534423828 Iteration: 171 || Clusters count: 20 || Log posterior: -255272.4879294967 || Iter Time:0.025204181671142578 || Total 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time:27.97223949432373 Iteration: 186 || Clusters count: 20 || Log posterior: -255263.59256102671 || Iter Time:0.030331134796142578 || Total time:28.002570629119873 Iteration: 187 || Clusters count: 20 || Log posterior: -255265.06932013348 || Iter Time:0.03577399253845215 || Total time:28.038344621658325 Iteration: 188 || Clusters count: 20 || Log posterior: -255261.2121439413 || Iter Time:0.027002811431884766 || Total time:28.06534743309021 Loading and distributing data: 0.000847 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255113.0420362156 || Iter Time:0.02817511558532715 || Total time:28.093522548675537 Iteration: 190 || Clusters count: 20 || Log posterior: -255112.9174883378 || Iter Time:0.03034687042236328 || Total time:28.1238694190979 Iteration: 191 || Clusters count: 20 || Log posterior: -255110.34037660944 || Iter Time:0.024278879165649414 || Total time:28.14814829826355 Iteration: 192 || Clusters count: 20 || Log posterior: -255113.58020363533 || Iter Time:0.024929046630859375 || Total time:28.17307734489441 Iteration: 193 || Clusters count: 20 || Log posterior: -255110.34037660944 || Iter Time:0.03159785270690918 || Total time:28.20467519760132 Iteration: 194 || Clusters count: 20 || Log posterior: -255110.34037660944 || Iter Time:0.026350975036621094 || Total time:28.23102617263794 Iteration: 195 || Clusters count: 20 || Log posterior: -255116.15485644844 || Iter Time:0.0260159969329834 || Total time:28.257042169570923 Iteration: 196 || Clusters count: 20 || Log posterior: -255113.0940001145 || Iter Time:0.026452064514160156 || Total time:28.283494234085083 Iteration: 197 || Clusters count: 20 || Log posterior: -255113.0940001145 || Iter Time:0.03180098533630371 || Total time:28.315295219421387 Iteration: 198 || Clusters count: 20 || Log posterior: -255110.34037660944 || Iter Time:0.02624201774597168 || Total time:28.34153723716736 Iteration: 199 || Clusters count: 20 || Log posterior: -255115.52658459192 || Iter Time:0.024847030639648438 || Total time:28.366384267807007 Iteration: 200 || Clusters count: 20 || Log posterior: -255114.30708959972 || Iter Time:0.028458118438720703 || Total time:28.394842386245728 Iteration: 201 || Clusters count: 20 || Log posterior: -255112.42764799035 || Iter Time:0.027055978775024414 || Total time:28.421898365020752 Iteration: 202 || Clusters count: 20 || Log posterior: -255120.75079136319 || Iter Time:0.02778482437133789 || Total time:28.44968318939209 Iteration: 203 || Clusters count: 20 || Log posterior: -255116.92495932544 || Iter Time:0.03113102912902832 || Total time:28.480814218521118 Iteration: 204 || Clusters count: 20 || Log posterior: -255114.73397145025 || Iter Time:0.027760982513427734 || Total time:28.508575201034546 Iteration: 205 || Clusters count: 20 || Log posterior: -255112.15685972187 || Iter Time:0.029108047485351562 || Total time:28.537683248519897 Iteration: 206 || Clusters count: 20 || Log posterior: -255112.15685972187 || Iter Time:0.03350400924682617 || Total time:28.571187257766724 Iteration: 207 || Clusters count: 20 || Log posterior: -255110.34037660944 || Iter Time:0.02822399139404297 || Total time:28.599411249160767 Iteration: 208 || Clusters count: 20 || Log posterior: -255112.9174883378 || Iter Time:0.027376890182495117 || Total time:28.62678813934326 Iteration: 209 || Clusters count: 20 || Log posterior: -255110.34037660944 || Iter Time:0.027042150497436523 || Total time:28.6538302898407 NMI: 0.7956144144277584 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m28.7s [81451, 3699, 22368, 18085, 105387, 22351, 5374, 53810, 11614, 133386, 15744, 28729, 11027, 51870, 37327, 3640, 244809, 17699, 34513, 97117] Loading and distributing data: 0.000326 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7218.617419626376 || Iter Time:4.815280914306641 || Total time:4.815280914306641 Iteration: 1 || Clusters count: 1 || Log posterior: -7218.617419626376 || Iter Time:0.0029828548431396484 || Total time:4.81826376914978 Iteration: 2 || Clusters count: 1 || Log posterior: -7218.617419626376 || Iter Time:0.002735137939453125 || Total time:4.820998907089233 Iteration: 3 || Clusters count: 1 || Log posterior: -7218.617419626376 || Iter Time:0.0023670196533203125 || Total time:4.823365926742554 Iteration: 4 || Clusters count: 1 || Log posterior: -7218.617419626376 || Iter Time:0.0022161006927490234 || Total time:4.825582027435303 Iteration: 5 || Clusters count: 1 || Log posterior: -7218.617419626376 || Iter Time:0.0022890567779541016 || Total time:4.827871084213257 Iteration: 6 || Clusters count: 1 || Log posterior: -7218.617419626376 || Iter Time:0.002254962921142578 || Total time:4.830126047134399 Iteration: 7 || Clusters count: 1 || Log posterior: -7218.617419626376 || Iter Time:0.002969026565551758 || Total time:4.833095073699951 Iteration: 8 || Clusters count: 2 || Log posterior: -7101.186005106034 || Iter Time:0.14897990226745605 || Total time:4.982074975967407 Iteration: 9 || Clusters count: 2 || Log posterior: -7109.8506358664545 || Iter Time:0.0026018619537353516 || Total time:4.984676837921143 Iteration: 10 || Clusters count: 2 || Log posterior: -7096.919261415333 || Iter Time:0.0025238990783691406 || Total time:4.987200736999512 Iteration: 11 || Clusters count: 2 || Log posterior: -7109.1328835103295 || Iter Time:0.002490997314453125 || Total time:4.989691734313965 Iteration: 12 || Clusters count: 2 || Log posterior: -7103.322164281735 || Iter Time:0.0026769638061523438 || Total time:4.992368698120117 Iteration: 13 || Clusters count: 2 || Log posterior: -7087.868492588026 || Iter Time:0.00341796875 || Total time:4.995786666870117 Iteration: 14 || Clusters count: 2 || Log posterior: -7065.169280557619 || Iter Time:0.0028090476989746094 || Total time:4.998595714569092 Iteration: 15 || Clusters count: 2 || Log posterior: -7050.813423571988 || Iter Time:0.0025980472564697266 || Total time:5.0011937618255615 Iteration: 16 || Clusters count: 2 || Log posterior: -6985.379887544224 || Iter Time:0.0027251243591308594 || Total time:5.003918886184692 Iteration: 17 || Clusters count: 2 || Log posterior: -6961.315853504542 || Iter Time:0.0026340484619140625 || Total time:5.0065529346466064 Iteration: 18 || Clusters count: 3 || Log posterior: -6940.78092016435 || Iter Time:0.005800962448120117 || Total time:5.012353897094727 Iteration: 19 || Clusters count: 3 || Log posterior: -6939.609867862425 || Iter Time:0.0031890869140625 || Total time:5.015542984008789 Iteration: 20 || Clusters count: 3 || Log posterior: -6957.235592203073 || Iter Time:0.0030241012573242188 || Total time:5.018567085266113 Iteration: 21 || Clusters count: 3 || Log posterior: -6957.964534624277 || Iter Time:0.003178119659423828 || Total time:5.021745204925537 Iteration: 22 || Clusters count: 3 || Log posterior: -6947.052475482063 || Iter Time:0.0032508373260498047 || Total time:5.024996042251587 Iteration: 23 || Clusters count: 3 || Log posterior: -6948.991690925249 || Iter Time:0.003125905990600586 || Total time:5.0281219482421875 Iteration: 24 || Clusters count: 4 || Log posterior: -6752.23717812934 || Iter Time:0.006631135940551758 || Total time:5.034753084182739 Iteration: 25 || Clusters count: 4 || Log posterior: -6691.848376318899 || Iter Time:0.0035469532012939453 || Total time:5.038300037384033 Iteration: 26 || Clusters count: 4 || Log posterior: -6696.667176632394 || Iter Time:0.003898143768310547 || Total time:5.042198181152344 Iteration: 27 || Clusters count: 4 || Log posterior: -6705.340262364711 || Iter Time:0.0037238597869873047 || Total time:5.045922040939331 Iteration: 28 || Clusters count: 5 || Log posterior: -6258.177374924114 || Iter Time:0.006518840789794922 || Total time:5.052440881729126 Iteration: 29 || Clusters count: 5 || Log posterior: -6200.9723894158715 || Iter Time:0.004231929779052734 || Total time:5.056672811508179 Iteration: 30 || Clusters count: 5 || Log posterior: -6187.382400127985 || Iter Time:1.2023060321807861 || Total time:6.258978843688965 false [3, 2, 2, 3, 2, 2, 3, 2, 2, 2, 3, 3, 3, 3, 2, 3, 3, 3, 2, 2, 3, 2, 2, 2, 3, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 3, 2, 3, 3, 2, 3, 2, 2, 2, 2, 2, 3, 2, 2, 3, 2, 3, 3, 3, 2, 2, 2, 2, 3, 3, 2, 3, 2, 2, 3, 2, 2, 3, 2, 3, 3, 3, 2, 2, 2, 2, 2, 2, 3, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2] [3, 2, 2, 3, 3, 3, 3, 3, 3, 2, 3, 3, 3, 3, 3, 3, 3, 3, 2, 2, 3, 3, 3, 3, 3, 2, 2, 3, 3, 2, 2, 2, 3, 2, 2, 3, 2, 3, 3, 3, 3, 2, 2, 2, 2, 3, 3, 2, 2, 3, 3, 3, 3, 3, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 3, 2, 3, 3, 3, 2, 3, 3, 2, 2, 3, 3, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2] Loading and distributing data: 0.000330 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 5 || Log posterior: -6028.248210492997 || Iter Time:0.03279399871826172 || Total time:6.291772842407227 Iteration: 32 || Clusters count: 5 || Log posterior: -5995.146096864061 || Iter Time:0.0074880123138427734 || Total time:6.299260854721069 Loading and distributing data: 0.000126 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 5 || Log posterior: -5254.541779958372 || Iter Time:0.004288196563720703 || Total time:6.30354905128479 Iteration: 34 || Clusters count: 5 || Log posterior: -5229.202985962627 || Iter Time:0.0072040557861328125 || Total time:6.310753107070923 Loading and distributing data: 0.000128 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 5 || Log posterior: -5049.983858163192 || Iter Time:0.0049669742584228516 || Total time:6.315720081329346 Iteration: 36 || Clusters count: 5 || Log posterior: -5020.730204543831 || Iter Time:0.007021188735961914 || Total time:6.322741270065308 Loading and distributing data: 0.000143 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 5 || Log posterior: -5029.3698842377225 || Iter Time:0.0047490596771240234 || Total time:6.327490329742432 Iteration: 38 || Clusters count: 5 || Log posterior: -5000.328807695046 || Iter Time:0.007344961166381836 || Total time:6.3348352909088135 Loading and distributing data: 0.000170 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 5 || Log posterior: -5034.395587341553 || Iter Time:0.004687070846557617 || Total time:6.339522361755371 Iteration: 40 || Clusters count: 5 || Log posterior: -4997.561203350346 || Iter Time:0.0073969364166259766 || Total time:6.346919298171997 Loading and distributing data: 0.000144 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 5 || Log posterior: -5024.044622024808 || Iter Time:0.0046961307525634766 || Total time:6.3516154289245605 Iteration: 42 || Clusters count: 5 || Log posterior: -4997.029279247549 || Iter Time:0.006924867630004883 || Total time:6.358540296554565 Loading and distributing data: 0.000131 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 6 || Log posterior: -4994.285902767966 || Iter Time:0.006580829620361328 || Total time:6.365121126174927 Iteration: 44 || Clusters count: 6 || Log posterior: -4929.382986771804 || Iter Time:0.007660865783691406 || Total time:6.372781991958618 Loading and distributing data: 0.000125 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 7 || Log posterior: -4869.138154714996 || Iter Time:0.006540060043334961 || Total time:6.379322052001953 Iteration: 46 || Clusters count: 7 || Log posterior: -4747.342617674757 || Iter Time:0.008471012115478516 || Total time:6.387793064117432 Loading and distributing data: 0.000148 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 7 || Log posterior: -4746.467080106202 || Iter Time:0.005848884582519531 || Total time:6.393641948699951 Iteration: 48 || Clusters count: 7 || Log posterior: -4686.126354142782 || Iter Time:0.09695291519165039 || Total time:6.490594863891602 Loading and distributing data: 0.000171 seconds (128 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time:6.545526027679443 Loading and distributing data: 0.000146 seconds (128 allocations: 13.180 KiB) Iteration: 55 || Clusters count: 9 || Log posterior: -4263.778945153809 || Iter Time:0.009169816970825195 || Total time:6.5546958446502686 Iteration: 56 || Clusters count: 9 || Log posterior: -4157.79392399943 || Iter Time:0.012357950210571289 || Total time:6.56705379486084 Loading and distributing data: 0.000157 seconds (128 allocations: 13.180 KiB) Iteration: 57 || Clusters count: 9 || Log posterior: -4178.717495614547 || Iter Time:0.00867009162902832 || Total time:6.575723886489868 Iteration: 58 || Clusters count: 9 || Log posterior: -4153.052154890998 || Iter Time:0.012578964233398438 || Total time:6.588302850723267 Loading and distributing data: 0.000146 seconds (128 allocations: 13.180 KiB) Iteration: 59 || Clusters count: 9 || Log posterior: -4152.864108519983 || Iter Time:0.008997917175292969 || Total time:6.59730076789856 Iteration: 60 || Clusters count: 9 || Log posterior: -4127.932756157938 || Iter Time:0.01279592514038086 || Total time:6.61009669303894 Loading and distributing data: 0.000143 seconds (128 allocations: 13.180 KiB) Iteration: 61 || Clusters count: 10 || Log posterior: -4114.034398367011 || Iter Time:0.009827852249145508 || Total time:6.619924545288086 Iteration: 62 || Clusters count: 10 || Log posterior: -4077.8637619171986 || Iter Time:0.013006925582885742 || Total time:6.632931470870972 Loading and distributing data: 0.000127 seconds (128 allocations: 13.180 KiB) Iteration: 63 || Clusters count: 10 || Log posterior: -4117.863252348876 || Iter Time:0.009100914001464844 || Total time:6.6420323848724365 Iteration: 64 || Clusters count: 10 || Log posterior: -4076.4783871799887 || Iter Time:0.013824939727783203 || Total time:6.65585732460022 Loading and distributing data: 0.000139 seconds (128 allocations: 13.180 KiB) Iteration: 65 || Clusters count: 11 || Log posterior: -4137.351320651707 || Iter Time:0.011441946029663086 || Total time:6.667299270629883 Iteration: 66 || Clusters count: 11 || Log posterior: -4053.131713459827 || Iter Time:0.015444040298461914 || Total time:6.682743310928345 Loading and distributing data: 0.000142 seconds (128 allocations: 13.180 KiB) Iteration: 67 || Clusters count: 11 || Log posterior: -4037.7599506502665 || Iter Time:0.011097908020019531 || Total time:6.693841218948364 Iteration: 68 || Clusters count: 11 || Log posterior: -3957.732228032123 || Iter Time:0.0153350830078125 || Total time:6.709176301956177 Loading and distributing data: 0.000148 seconds (128 allocations: 13.180 KiB) Iteration: 69 || Clusters count: 11 || Log posterior: -3926.1813463195676 || Iter Time:0.01088404655456543 || Total time:6.720060348510742 Iteration: 70 || Clusters count: 11 || Log posterior: -3895.9855408123613 || Iter Time:0.5762910842895508 || Total time:7.296351432800293 Loading and distributing data: 0.000140 seconds (128 allocations: 13.180 KiB) Iteration: 71 || Clusters count: 11 || Log 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posterior: -3878.322879080648 || Iter Time:0.015643835067749023 || Total time:7.584437370300293 Loading and distributing data: 0.000144 seconds (128 allocations: 13.180 KiB) Iteration: 89 || Clusters count: 12 || Log posterior: -3902.520051339839 || Iter Time:0.014631032943725586 || Total time:7.5990684032440186 Iteration: 90 || Clusters count: 12 || Log posterior: -3881.7249301787847 || Iter Time:0.018214941024780273 || Total time:7.617283344268799 Loading and distributing data: 0.000130 seconds (128 allocations: 13.180 KiB) Iteration: 91 || Clusters count: 12 || Log posterior: -3856.4638847691276 || Iter Time:0.014864921569824219 || Total time:7.632148265838623 Iteration: 92 || Clusters count: 12 || Log posterior: -3845.5066680066766 || Iter Time:0.01834893226623535 || Total time:7.650497198104858 Loading and distributing data: 0.000139 seconds (128 allocations: 13.180 KiB) Iteration: 93 || Clusters count: 12 || Log posterior: -3839.9993068593926 || Iter Time:0.01395416259765625 || 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Iteration: 116 || Clusters count: 12 || Log posterior: -3859.2462450237163 || Iter Time:0.018233060836791992 || Total time:8.04039478302002 Loading and distributing data: 0.000138 seconds (128 allocations: 13.180 KiB) Iteration: 117 || Clusters count: 12 || Log posterior: -3864.083722972806 || Iter Time:0.013664007186889648 || Total time:8.05405879020691 Iteration: 118 || Clusters count: 12 || Log posterior: -3845.0046628211694 || Iter Time:0.01836395263671875 || Total time:8.072422742843628 Loading and distributing data: 0.000141 seconds (128 allocations: 13.180 KiB) Iteration: 119 || Clusters count: 12 || Log posterior: -3925.407604539842 || Iter Time:0.013349056243896484 || Total time:8.085771799087524 Iteration: 120 || Clusters count: 12 || Log posterior: -3891.7727447988746 || Iter Time:0.01813793182373047 || Total time:8.103909730911255 Loading and distributing data: 0.000141 seconds (128 allocations: 13.180 KiB) Iteration: 121 || Clusters count: 12 || Log posterior: 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Iteration: 227 || Clusters count: 13 || Log posterior: -3799.0084130027412 || Iter Time:0.014342069625854492 || Total time:9.936076164245605 Iteration: 228 || Clusters count: 13 || Log posterior: -3777.2754745785955 || Iter Time:0.017642974853515625 || Total time:9.953719139099121 Loading and distributing data: 0.000128 seconds (128 allocations: 13.180 KiB) Iteration: 229 || Clusters count: 13 || Log posterior: -3788.2630993823204 || Iter Time:0.013055801391601562 || Total time:9.966774940490723 Iteration: 230 || Clusters count: 13 || Log posterior: -3767.8657436632107 || Iter Time:0.01724100112915039 || Total time:9.984015941619873 Loading and distributing data: 0.000150 seconds (128 allocations: 13.180 KiB) Iteration: 231 || Clusters count: 13 || Log posterior: -3874.853998789209 || Iter Time:0.013138055801391602 || Total time:9.997153997421265 Iteration: 232 || Clusters count: 13 || Log posterior: -3844.1004191675547 || Iter Time:0.017760038375854492 || Total time:10.01491403579712 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-3759.11162872329 || Iter Time:0.019030094146728516 || Total time:10.114206075668335 Loading and distributing data: 0.000145 seconds (128 allocations: 13.180 KiB) Iteration: 239 || Clusters count: 13 || Log posterior: -3770.849519087723 || Iter Time:0.01653313636779785 || Total time:10.130739212036133 Iteration: 240 || Clusters count: 13 || Log posterior: -3751.5830206367286 || Iter Time:0.018909931182861328 || Total time:10.149649143218994 Loading and distributing data: 0.000120 seconds (128 allocations: 13.180 KiB) Iteration: 241 || Clusters count: 13 || Log posterior: -3829.7974784959683 || Iter Time:0.01400303840637207 || Total time:10.163652181625366 Iteration: 242 || Clusters count: 13 || Log posterior: -3812.0705145336215 || Iter Time:0.018105030059814453 || Total time:10.18175721168518 Loading and distributing data: 0.000140 seconds (128 allocations: 13.180 KiB) Iteration: 243 || Clusters count: 13 || Log posterior: -3791.8096186580465 || Iter Time:0.014272928237915039 || Total 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Iteration: 487 || Clusters count: 14 || Log posterior: -3794.422516496484 || Iter Time:0.015243053436279297 || Total time:14.65328860282898 Iteration: 488 || Clusters count: 14 || Log posterior: -3764.73769808423 || Iter Time:0.020084142684936523 || Total time:14.673372745513916 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 489 || Clusters count: 14 || Log posterior: -3814.634429372887 || Iter Time:0.016275882720947266 || Total time:14.689648628234863 Iteration: 490 || Clusters count: 14 || Log posterior: -3794.15300505484 || Iter Time:0.020049095153808594 || Total time:14.709697723388672 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 491 || Clusters count: 15 || Log posterior: -3800.826348637852 || Iter Time:0.01539921760559082 || Total time:14.725096940994263 Iteration: 492 || Clusters count: 15 || Log posterior: -3782.5111108456385 || Iter Time:0.019794940948486328 || Total time:14.744891881942749 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Iteration: 1057 || Clusters count: 14 || Log posterior: -3812.4804577070154 || Iter Time:0.020984888076782227 || Total time:25.45537757873535 Iteration: 1058 || Clusters count: 14 || Log posterior: -3784.804525286996 || Iter Time:0.023160934448242188 || Total time:25.478538513183594 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1059 || Clusters count: 14 || Log posterior: -3759.2478495645973 || Iter Time:0.018386125564575195 || Total time:25.49692463874817 Iteration: 1060 || Clusters count: 14 || Log posterior: -3743.9229431084145 || Iter Time:0.022715091705322266 || Total time:25.51963973045349 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1061 || Clusters count: 14 || Log posterior: -3793.260774287872 || Iter Time:0.01900005340576172 || Total time:25.538639783859253 Iteration: 1062 || Clusters count: 14 || Log posterior: -3768.0327504527286 || Iter Time:0.023730993270874023 || Total 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Iteration: 1657 || Clusters count: 14 || Log posterior: -3805.1518690029184 || Iter Time:0.01632213592529297 || Total time:37.36301565170288 Iteration: 1658 || Clusters count: 14 || Log posterior: -3779.6005660364463 || Iter Time:0.02072286605834961 || Total time:37.38373851776123 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1659 || Clusters count: 14 || Log posterior: -3795.1969439118725 || Iter Time:0.017150163650512695 || Total time:37.40088868141174 Iteration: 1660 || Clusters count: 14 || Log posterior: -3764.366458831231 || Iter Time:0.022150039672851562 || Total time:37.423038721084595 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1661 || Clusters count: 14 || Log posterior: -3845.0107680818905 || Iter Time:0.016278982162475586 || Total time:37.43931770324707 Iteration: 1662 || Clusters count: 14 || Log posterior: -3784.648300542892 || Iter Time:0.022855043411254883 || Total 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Iteration: 1751 || Clusters count: 14 || Log posterior: -3798.484384636559 || Iter Time:0.01869511604309082 || Total time:39.26949334144592 Iteration: 1752 || Clusters count: 14 || Log posterior: -3771.3586770797397 || Iter Time:0.02361893653869629 || Total time:39.29311227798462 Loading and distributing data: 0.000165 seconds (129 allocations: 13.195 KiB) Iteration: 1753 || Clusters count: 14 || Log posterior: -3792.0662336439336 || Iter Time:0.01925802230834961 || Total time:39.31237030029297 Iteration: 1754 || Clusters count: 14 || Log posterior: -3763.0160464912724 || Iter Time:0.02291584014892578 || Total time:39.335286140441895 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1755 || Clusters count: 14 || Log posterior: -3805.9081229558024 || Iter Time:0.01908397674560547 || Total time:39.3543701171875 Iteration: 1756 || Clusters count: 14 || Log posterior: -3776.6480934429005 || Iter Time:0.02140188217163086 || Total time:39.37577199935913 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Iteration: 1823 || Clusters count: 14 || Log posterior: -3836.7778351795055 || Iter Time:0.018611907958984375 || Total time:40.786731004714966 Iteration: 1824 || Clusters count: 14 || Log posterior: -3810.8207273645153 || Iter Time:0.022390127182006836 || Total time:40.80912113189697 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1825 || Clusters count: 14 || Log posterior: -3805.601041755282 || Iter Time:0.018223047256469727 || Total time:40.82734417915344 Iteration: 1826 || Clusters count: 14 || Log posterior: -3793.198852015189 || Iter Time:0.02225208282470703 || Total time:40.84959626197815 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1827 || Clusters count: 14 || Log posterior: -3811.8498862582046 || Iter Time:0.01787590980529785 || Total time:40.86747217178345 Iteration: 1828 || Clusters count: 14 || Log posterior: -3781.2444565921137 || Iter Time:0.02093219757080078 || Total 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|| Log posterior: -3744.639434720218 || Iter Time:0.0212099552154541 || Total time:40.99647307395935 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1835 || Clusters count: 14 || Log posterior: -3772.729585325067 || Iter Time:0.015852928161621094 || Total time:41.01232600212097 Iteration: 1836 || Clusters count: 14 || Log posterior: -3751.9797756220537 || Iter Time:0.019462108612060547 || Total time:41.03178811073303 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1837 || Clusters count: 14 || Log posterior: -3768.4036687226744 || Iter Time:0.01850414276123047 || Total time:41.05029225349426 Iteration: 1838 || Clusters count: 14 || Log posterior: -3748.053200370715 || Iter Time:0.024401187896728516 || Total time:41.07469344139099 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 14 || Log posterior: -3782.0381140023187 || Iter 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Iteration: 1845 || Clusters count: 14 || Log posterior: -3768.7275938906196 || Iter Time:0.016514062881469727 || Total time:41.241936683654785 Iteration: 1846 || Clusters count: 14 || Log posterior: -3745.0331441690064 || Iter Time:0.020951032638549805 || Total time:41.262887716293335 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 14 || Log posterior: -3778.9943655699576 || Iter Time:0.01723003387451172 || Total time:41.28011775016785 Iteration: 1848 || Clusters count: 14 || Log posterior: -3742.4503693574925 || Iter Time:0.02088308334350586 || Total time:41.30100083351135 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 14 || Log posterior: -3803.252112228903 || Iter Time:0.017328977584838867 || Total time:41.31832981109619 Iteration: 1850 || Clusters count: 14 || Log posterior: -3772.914718825857 || Iter Time:0.021329879760742188 || Total 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Iteration: 1867 || Clusters count: 15 || Log posterior: -3754.3032855051047 || Iter Time:0.017457962036132812 || Total time:41.6764919757843 Iteration: 1868 || Clusters count: 14 || Log posterior: -3684.1872995968556 || Iter Time:0.02129507064819336 || Total time:41.697787046432495 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 14 || Log posterior: -3741.8712255871783 || Iter Time:0.01674199104309082 || Total time:41.714529037475586 Iteration: 1870 || Clusters count: 14 || Log posterior: -3721.4078092425025 || Iter Time:0.020251035690307617 || Total time:41.734780073165894 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 14 || Log posterior: -3776.5143578885663 || Iter Time:0.014976978302001953 || Total time:41.749757051467896 Iteration: 1872 || Clusters count: 14 || Log posterior: -3747.0268414571788 || Iter Time:0.020160913467407227 || Total 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|| Log posterior: -3805.1728794864953 || Iter Time:0.02059006690979004 || Total time:41.878320932388306 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 14 || Log posterior: -3847.717413055165 || Iter Time:0.017464160919189453 || Total time:41.895785093307495 Iteration: 1880 || Clusters count: 14 || Log posterior: -3798.916082654566 || Iter Time:0.04556107521057129 || Total time:41.941346168518066 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 14 || Log posterior: -3808.412032611851 || Iter Time:0.01729607582092285 || Total time:41.95864224433899 Iteration: 1882 || Clusters count: 14 || Log posterior: -3788.661336545782 || Iter Time:0.021265029907226562 || Total time:41.979907274246216 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 14 || Log posterior: -3808.5200408331357 || Iter 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Iteration: 1889 || Clusters count: 14 || Log posterior: -3814.0339809409993 || Iter Time:0.0178070068359375 || Total time:42.11528468132019 Iteration: 1890 || Clusters count: 14 || Log posterior: -3794.420360544804 || Iter Time:0.02152419090270996 || Total time:42.1368088722229 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 14 || Log posterior: -3824.306643473442 || Iter Time:0.016330957412719727 || Total time:42.15313982963562 Iteration: 1892 || Clusters count: 14 || Log posterior: -3804.2549514840925 || Iter Time:0.02076101303100586 || Total time:42.173900842666626 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 14 || Log posterior: -3790.656687152532 || Iter Time:0.01717686653137207 || Total time:42.191077709198 Iteration: 1894 || Clusters count: 14 || Log posterior: -3773.236657981789 || Iter Time:0.021500110626220703 || Total time:42.21257781982422 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 14 || Log posterior: -3770.68427185854 || Iter Time:0.016355037689208984 || Total time:42.22893285751343 Iteration: 1896 || Clusters count: 14 || Log posterior: -3742.2025977589306 || Iter Time:0.021506071090698242 || Total time:42.250438928604126 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 14 || Log posterior: -3747.115465499806 || Iter Time:0.015900850296020508 || Total time:42.26633977890015 Iteration: 1898 || Clusters count: 14 || Log posterior: -3734.0249373344045 || Iter Time:0.02190709114074707 || Total time:42.288246870040894 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 14 || Log posterior: -3791.4422622370107 || Iter Time:0.01594710350036621 || Total time:42.30419397354126 Iteration: 1900 || Clusters count: 14 || Log posterior: -3766.29681980072 || Iter Time:0.02169013023376465 || Total time:42.325884103775024 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 14 || Log posterior: -3799.553122604238 || Iter Time:0.01681995391845703 || Total time:42.34270405769348 Iteration: 1902 || Clusters count: 14 || Log posterior: -3779.1476927263425 || Iter Time:0.022535085678100586 || Total time:42.36523914337158 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 14 || Log posterior: -3782.3143703803553 || Iter Time:0.01889491081237793 || Total time:42.38413405418396 Iteration: 1904 || Clusters count: 14 || Log posterior: -3758.605718430252 || Iter Time:0.0224759578704834 || Total time:42.40661001205444 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 14 || Log posterior: -3832.796045401397 || Iter Time:0.01833796501159668 || Total time:42.42494797706604 Iteration: 1906 || Clusters count: 14 || Log posterior: -3810.8547429692367 || Iter Time:0.02133798599243164 || Total time:42.44628596305847 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 14 || Log posterior: -3821.9752930347568 || Iter Time:0.01594400405883789 || Total time:42.46222996711731 Iteration: 1908 || Clusters count: 14 || Log posterior: -3800.958166505417 || Iter Time:0.02039194107055664 || Total time:42.482621908187866 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 14 || Log posterior: -3829.0254176583144 || Iter Time:0.01494288444519043 || Total time:42.49756479263306 Iteration: 1910 || Clusters count: 14 || Log posterior: -3804.7536206302557 || Iter Time:0.019722938537597656 || Total time:42.517287731170654 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 14 || Log posterior: -3787.56328310448 || Iter Time:0.015751123428344727 || Total time:42.533038854599 Iteration: 1912 || Clusters count: 14 || Log posterior: -3756.4738922646775 || Iter Time:0.019546031951904297 || Total time:42.5525848865509 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 14 || Log posterior: -3758.1027653449196 || Iter Time:0.015304088592529297 || Total time:42.56788897514343 Iteration: 1914 || Clusters count: 14 || Log posterior: -3733.130467698963 || Iter Time:0.02037811279296875 || Total time:42.5882670879364 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 14 || Log posterior: -3780.569214703143 || Iter Time:0.040100812911987305 || Total time:42.62836790084839 Iteration: 1916 || Clusters count: 14 || Log posterior: -3758.233075385801 || Iter Time:0.022442102432250977 || Total time:42.65081000328064 Loading and distributing data: 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Time:0.021635055541992188 || Total time:42.7739531993866 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 14 || Log posterior: -3816.0679623600035 || Iter Time:0.01838088035583496 || Total time:42.79233407974243 Iteration: 1924 || Clusters count: 14 || Log posterior: -3802.37811595456 || Iter Time:0.022410869598388672 || Total time:42.81474494934082 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 14 || Log posterior: -3830.431671094931 || Iter Time:0.01754903793334961 || Total time:42.83229398727417 Iteration: 1926 || Clusters count: 14 || Log posterior: -3804.9193887241204 || Iter Time:0.02348613739013672 || Total time:42.85578012466431 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 14 || Log posterior: -3810.0965427754504 || Iter Time:0.01795196533203125 || Total time:42.87373208999634 Iteration: 1928 || Clusters count: 14 || Log posterior: -3791.5170424933676 || Iter Time:0.021049976348876953 || Total time:42.894782066345215 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 14 || Log posterior: -3780.387272846491 || Iter Time:0.01640605926513672 || Total time:42.91118812561035 Iteration: 1930 || Clusters count: 14 || Log posterior: -3760.8058871529784 || Iter Time:0.02361893653869629 || Total time:42.93480706214905 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 14 || Log posterior: -3791.952467961021 || Iter Time:0.01497793197631836 || Total time:42.949784994125366 Iteration: 1932 || Clusters count: 14 || Log posterior: -3770.223406648088 || Iter Time:0.02080512046813965 || Total time:42.970590114593506 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 14 || Log posterior: -3796.198565190517 || Iter Time:0.016824007034301758 || Total time:42.98741412162781 Iteration: 1934 || Clusters count: 14 || Log posterior: -3770.1330232093596 || Iter Time:0.02000117301940918 || Total time:43.00741529464722 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 14 || Log posterior: -3789.212895097372 || Iter Time:0.01567387580871582 || Total time:43.02308917045593 Iteration: 1936 || Clusters count: 14 || Log posterior: -3761.2751575638504 || Iter Time:0.021176815032958984 || Total time:43.04426598548889 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 15 || Log posterior: -3756.245761990789 || Iter Time:0.018507957458496094 || Total time:43.06277394294739 Iteration: 1938 || Clusters count: 15 || Log posterior: -3731.9160451062958 || Iter Time:0.02106308937072754 || Total time:43.083837032318115 Loading and distributing data: 0.000142 seconds (129 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Total time:43.19645118713379 Loading and distributing data: 0.000174 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 14 || Log posterior: -3770.764358342799 || Iter Time:0.01698899269104004 || Total time:43.21344017982483 Iteration: 1946 || Clusters count: 14 || Log posterior: -3740.6779933138087 || Iter Time:0.021084070205688477 || Total time:43.23452425003052 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 14 || Log posterior: -3783.9082790679067 || Iter Time:0.015096902847290039 || Total time:43.24962115287781 Iteration: 1948 || Clusters count: 14 || Log posterior: -3767.9874351334156 || Iter Time:0.019943952560424805 || Total time:43.26956510543823 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 14 || Log posterior: -3799.622779032689 || Iter Time:0.0157930850982666 || Total time:43.2853581905365 Iteration: 1950 || Clusters count: 14 || Log posterior: -3769.136532335529 || Iter Time:0.04405093193054199 || Total time:43.32940912246704 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 14 || Log posterior: -3771.781700492546 || Iter Time:0.016711950302124023 || Total time:43.346121072769165 Iteration: 1952 || Clusters count: 14 || Log posterior: -3754.4837853989793 || Iter Time:0.019321918487548828 || Total time:43.365442991256714 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 14 || Log posterior: -3771.967788465233 || Iter Time:0.015796184539794922 || Total time:43.38123917579651 Iteration: 1954 || Clusters count: 14 || Log posterior: -3750.102882972834 || Iter Time:0.019775867462158203 || Total time:43.40101504325867 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 14 || Log posterior: -3793.635015853911 || Iter Time:0.01536107063293457 || Total time:43.4163761138916 Iteration: 1956 || Clusters count: 14 || Log posterior: -3779.128545466539 || Iter Time:0.021040916442871094 || Total time:43.43741703033447 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 14 || Log posterior: -3807.943160960916 || Iter Time:0.01746392250061035 || Total time:43.45488095283508 Iteration: 1958 || Clusters count: 14 || Log posterior: -3782.96727236169 || Iter Time:0.022276878356933594 || Total time:43.47715783119202 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 14 || Log posterior: -3830.7186866684983 || Iter Time:0.017774105072021484 || Total time:43.49493193626404 Iteration: 1960 || Clusters count: 14 || Log posterior: -3805.7431585233126 || Iter Time:0.022311925888061523 || Total time:43.5172438621521 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 14 || Log posterior: -3845.837441560248 || Iter Time:0.018352985382080078 || Total time:43.53559684753418 Iteration: 1962 || Clusters count: 14 || Log posterior: -3824.560954206382 || Iter Time:0.022496938705444336 || Total time:43.558093786239624 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 14 || Log posterior: -3782.1896009207726 || Iter Time:0.01706385612487793 || Total time:43.5751576423645 Iteration: 1964 || Clusters count: 14 || Log posterior: -3762.52061296434 || Iter Time:0.02140522003173828 || Total time:43.59656286239624 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 14 || Log posterior: -3806.0542763813633 || Iter Time:0.0162050724029541 || Total time:43.612767934799194 Iteration: 1966 || Clusters count: 14 || Log posterior: -3767.3958093719566 || Iter Time:0.021688222885131836 || Total time:43.634456157684326 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 14 || Log posterior: -3857.7770683748786 || Iter Time:0.01831793785095215 || Total time:43.65277409553528 Iteration: 1968 || Clusters count: 14 || Log posterior: -3812.9319529052086 || Iter Time:0.0226900577545166 || Total time:43.675464153289795 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 14 || Log posterior: -3820.4295442881125 || Iter Time:0.0179288387298584 || Total time:43.69339299201965 Iteration: 1970 || Clusters count: 14 || Log posterior: -3805.727466362088 || Iter Time:0.021420955657958984 || Total time:43.71481394767761 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 14 || Log posterior: -3812.1647980751295 || Iter Time:0.017345190048217773 || Total time:43.73215913772583 Iteration: 1972 || Clusters count: 14 || Log posterior: -3768.5291996584347 || Iter Time:0.02143406867980957 || Total time:43.75359320640564 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 14 || Log posterior: -3805.4825123747996 || Iter Time:0.01610112190246582 || Total time:43.769694328308105 Iteration: 1974 || Clusters count: 14 || Log posterior: -3790.5948183729897 || Iter Time:0.020537853240966797 || Total time:43.79023218154907 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 14 || Log posterior: -3834.0047688326054 || Iter Time:0.016219139099121094 || Total time:43.80645132064819 Iteration: 1976 || Clusters count: 14 || Log posterior: -3807.5673279365683 || Iter Time:0.0205991268157959 || Total time:43.82705044746399 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 14 || Log posterior: -3808.049562460302 || Iter Time:0.01609206199645996 || Total time:43.84314250946045 Iteration: 1978 || Clusters count: 14 || Log posterior: -3756.351546230444 || Iter Time:0.0204160213470459 || Total time:43.863558530807495 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 14 || Log posterior: -3780.595795141903 || Iter Time:0.016362905502319336 || Total time:43.879921436309814 Iteration: 1980 || Clusters count: 14 || Log posterior: -3768.2637116812098 || Iter Time:0.022134065628051758 || Total time:43.902055501937866 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 14 || Log posterior: -3785.1636654645863 || Iter Time:0.017554044723510742 || Total time:43.91960954666138 Iteration: 1982 || Clusters count: 14 || Log posterior: -3760.4965710909005 || Iter Time:0.021661043167114258 || Total time:43.94127058982849 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 14 || Log posterior: -3784.244456168187 || Iter Time:0.016562938690185547 || Total time:43.95783352851868 Iteration: 1984 || Clusters count: 14 || Log posterior: -3744.1133787536546 || Iter Time:0.04375910758972168 || Total time:44.0015926361084 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 14 || Log posterior: -3800.4574761085214 || Iter Time:0.01616692543029785 || Total time:44.017759561538696 Iteration: 1986 || Clusters count: 14 || Log posterior: -3748.495723414954 || Iter Time:0.020503997802734375 || Total time:44.03826355934143 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 14 || Log posterior: -3768.181454516912 || Iter Time:0.016435861587524414 || Total time:44.054699420928955 Iteration: 1988 || Clusters count: 14 || Log posterior: -3747.4709283806155 || Iter Time:0.020850181579589844 || Total time:44.075549602508545 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 14 || Log posterior: -3792.4206131690676 || Iter Time:0.016217947006225586 || Total time:44.09176754951477 Iteration: 1990 || Clusters count: 14 || Log posterior: -3762.0420683926486 || Iter Time:0.02000284194946289 || Total time:44.11177039146423 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 14 || Log posterior: -3766.7286381892673 || Iter Time:0.014744997024536133 || Total time:44.12651538848877 Iteration: 1992 || Clusters count: 14 || Log posterior: -3752.87209121201 || Iter Time:0.019704818725585938 || Total time:44.146220207214355 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 14 || Log posterior: -3802.964645339449 || Iter Time:0.017772912979125977 || Total time:44.16399312019348 Iteration: 1994 || Clusters count: 14 || Log posterior: -3768.4214491777066 || Iter Time:0.021012067794799805 || Total time:44.18500518798828 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 14 || Log posterior: -3826.084421127741 || Iter Time:0.016891002655029297 || Total time:44.20189619064331 Iteration: 1996 || Clusters count: 14 || Log posterior: -3801.47121497205 || Iter Time:0.02148914337158203 || Total time:44.22338533401489 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 14 || Log posterior: -3873.233111547002 || Iter Time:0.01853799819946289 || Total time:44.241923332214355 Iteration: 1998 || Clusters count: 14 || Log posterior: -3820.9639207177484 || Iter Time:0.022649049758911133 || Total time:44.26457238197327 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 14 || Log posterior: -3774.5855774537754 || Iter Time:0.01681804656982422 || Total time:44.28139042854309 Iteration: 2000 || Clusters count: 14 || Log posterior: -3736.712985836301 || Iter Time:0.020748138427734375 || Total time:44.302138566970825 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 14 || Log posterior: -3747.0795177900713 || Iter Time:0.017379045486450195 || Total time:44.319517612457275 Iteration: 2002 || Clusters count: 14 || Log posterior: -3726.4700912467565 || Iter Time:0.020857810974121094 || Total time:44.3403754234314 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 14 || Log posterior: -3705.655154184361 || Iter Time:0.01600193977355957 || Total time:44.356377363204956 Iteration: 2004 || Clusters count: 14 || Log posterior: -3685.4000330072017 || Iter Time:0.021348953247070312 || Total time:44.377726316452026 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 14 || Log posterior: -3770.5470311867743 || Iter Time:0.015985965728759766 || Total time:44.393712282180786 Iteration: 2006 || Clusters count: 14 || Log posterior: -3737.641623127181 || Iter Time:0.020903825759887695 || Total time:44.414616107940674 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 14 || Log posterior: -3834.5256715678233 || Iter Time:0.01655101776123047 || Total time:44.431167125701904 Iteration: 2008 || Clusters count: 14 || Log posterior: -3783.887099299481 || Iter Time:0.02185797691345215 || Total time:44.453025102615356 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 14 || Log posterior: -3790.496406341647 || Iter Time:0.0172421932220459 || Total time:44.4702672958374 Iteration: 2010 || Clusters count: 14 || Log posterior: -3761.365751546025 || Iter Time:0.02096390724182129 || Total time:44.491231203079224 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 14 || Log posterior: -3818.2293204734774 || Iter Time:0.01656198501586914 || Total time:44.50779318809509 Iteration: 2012 || Clusters count: 14 || Log posterior: -3790.2390985253105 || Iter Time:0.023568153381347656 || Total time:44.53136134147644 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 14 || Log posterior: -3834.5171819569787 || Iter Time:0.016835927963256836 || Total time:44.5481972694397 Iteration: 2014 || Clusters count: 14 || Log posterior: -3813.6158342201807 || Iter Time:0.02126598358154297 || Total time:44.56946325302124 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 14 || Log posterior: -3777.6221705663074 || Iter Time:0.016873836517333984 || Total time:44.586337089538574 Iteration: 2016 || Clusters count: 14 || Log posterior: -3755.823095138326 || Iter Time:0.020964860916137695 || Total time:44.60730195045471 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 14 || Log posterior: -3807.8059297820364 || Iter Time:0.01775217056274414 || Total time:44.625054121017456 Iteration: 2018 || Clusters count: 14 || Log posterior: -3788.3716048774486 || Iter Time:0.022216081619262695 || Total time:44.64727020263672 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 14 || Log posterior: -3783.544682554941 || Iter Time:0.041996002197265625 || Total time:44.689266204833984 Iteration: 2020 || Clusters count: 14 || Log posterior: -3767.255766993862 || Iter Time:0.023065805435180664 || Total time:44.712332010269165 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 14 || Log posterior: -3761.410984259671 || Iter Time:0.018657922744750977 || Total time:44.730989933013916 Iteration: 2022 || Clusters count: 14 || Log posterior: -3736.086167227488 || Iter Time:0.023091793060302734 || Total time:44.75408172607422 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 14 || Log posterior: -3811.3541314768477 || Iter Time:0.017720937728881836 || Total time:44.7718026638031 Iteration: 2024 || Clusters count: 14 || Log posterior: -3759.3063582442533 || Iter Time:0.023077011108398438 || Total time:44.7948796749115 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 14 || Log posterior: -3777.326161147474 || Iter Time:0.017683982849121094 || Total time:44.81256365776062 Iteration: 2026 || Clusters count: 14 || Log posterior: -3744.235852956317 || Iter Time:0.021525859832763672 || Total time:44.834089517593384 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 14 || Log posterior: -3836.204358170737 || Iter Time:0.017061948776245117 || Total time:44.85115146636963 Iteration: 2028 || Clusters count: 14 || Log posterior: -3785.523956125008 || Iter Time:0.022427082061767578 || Total time:44.8735785484314 Avg NMI: 0.9044919201464258 Full NMI: 0.8905760745780065 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m28.7s Testing DPMMSubClustersStreaming tests passed Testing completed after 202.46s PkgEval succeeded after 389.96s