Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.123 (e910e6fb06*) started at 2025-03-01T18:39:23.230 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 7.74s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.1 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.20 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.117 [ffbed154] + DocStringExtensions v0.9.3 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 ⌅ [d9f16b24] + Functors v0.4.12 [34004b35] + HypergeometricFunctions v0.3.27 [18e54dd8] + IntegerMathUtils v0.1.2 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.64 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.15 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.21 [bac558e1] + OrderedCollections v1.8.0 [90014a1f] + PDMats v0.11.32 [aea7be01] + PrecompileTools v1.2.1 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.6 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.3.2 [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 v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.12.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.11.1+1 [e37daf67] + LibGit2_jll v1.9.0+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2024.12.31 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.0.16+0 [bea87d4a] + SuiteSparse_jll v7.8.3+2 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.12.0+0 [8e850ede] + nghttp2_jll v1.64.0+1 [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 3.27s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 132.21s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_cPnt8K/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.117 [ec8451be] KernelFunctions v0.10.64 [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_cPnt8K/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.1 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.20 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.117 [ffbed154] DocStringExtensions v0.9.3 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 ⌅ [d9f16b24] Functors v0.4.12 [34004b35] HypergeometricFunctions v0.3.27 [18e54dd8] IntegerMathUtils v0.1.2 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.64 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.15 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.21 [bac558e1] OrderedCollections v1.8.0 [90014a1f] PDMats v0.11.32 [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.6 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.3.2 [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 v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.12.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.11.1+1 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2024.12.31 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.0.16+0 [bea87d4a] SuiteSparse_jll v7.8.3+2 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.12.0+0 [8e850ede] nghttp2_jll v1.64.0+1 [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: 3.535319 seconds (1.02 M allocations: 60.623 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233216.38173629093 || Iter Time:20.42150092124939 || Total time:20.42150092124939 Iteration: 1 || Clusters count: 1 || Log posterior: -233216.38173629093 || Iter Time:0.005788087844848633 || Total time:20.42728900909424 Iteration: 2 || Clusters count: 1 || Log posterior: -233216.38173629093 || Iter Time:0.005436897277832031 || Total time:20.43272590637207 Iteration: 3 || Clusters count: 1 || Log posterior: -233216.38173629093 || Iter Time:0.005268096923828125 || Total time:20.4379940032959 Iteration: 4 || Clusters count: 1 || Log posterior: -233216.38173629093 || Iter Time:0.0052378177642822266 || Total time:20.44323182106018 Iteration: 5 || Clusters count: 1 || Log posterior: -233216.38173629093 || Iter Time:0.005240201950073242 || Total time:20.448472023010254 Iteration: 6 || Clusters count: 1 || Log posterior: -233216.38173629093 || Iter Time:0.005270957946777344 || Total time:20.45374298095703 Iteration: 7 || Clusters count: 1 || Log posterior: -233216.38173629093 || Iter Time:0.00570988655090332 || Total time:20.459452867507935 Iteration: 8 || Clusters count: 1 || Log posterior: -233216.38173629093 || Iter Time:0.0053899288177490234 || Total time:20.464842796325684 Iteration: 9 || Clusters count: 1 || Log posterior: -233216.38173629093 || Iter Time:0.005693912506103516 || Total time:20.470536708831787 Iteration: 10 || Clusters count: 1 || Log posterior: -233216.38173629093 || Iter Time:0.005738973617553711 || Total time:20.47627568244934 Iteration: 11 || Clusters count: 1 || Log posterior: -233216.38173629093 || Iter Time:0.005714893341064453 || Total time:20.481990575790405 Iteration: 12 || Clusters count: 1 || Log posterior: -233216.38173629093 || Iter Time:0.005859851837158203 || Total time:20.487850427627563 Iteration: 13 || Clusters count: 2 || Log posterior: -232771.7030102054 || Iter Time:3.8523409366607666 || Total time:24.34019136428833 Iteration: 14 || Clusters count: 2 || Log posterior: -232741.81796933676 || Iter Time:0.005769968032836914 || Total time:24.345961332321167 Iteration: 15 || Clusters count: 2 || Log posterior: -232716.96198444488 || Iter Time:0.005536079406738281 || Total time:24.351497411727905 Iteration: 16 || Clusters count: 2 || Log posterior: -232655.08783454046 || Iter Time:0.005819082260131836 || Total time:24.357316493988037 Iteration: 17 || Clusters count: 2 || Log posterior: -232646.22148329293 || Iter Time:0.0055239200592041016 || Total time:24.36284041404724 Iteration: 18 || Clusters count: 2 || Log posterior: -232616.60112422748 || Iter Time:0.005728960037231445 || Total time:24.368569374084473 Iteration: 19 || Clusters count: 2 || Log posterior: -232590.7025752432 || Iter Time:0.005603790283203125 || Total time:24.374173164367676 Iteration: 20 || Clusters count: 2 || Log posterior: -232550.93398603162 || Iter Time:1.763293981552124 || Total time:26.1374671459198 Loading and distributing data: 0.001003 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232883.54074677746 || Iter Time:0.037342071533203125 || Total time:26.174809217453003 Iteration: 22 || Clusters count: 2 || Log posterior: -232848.42625610105 || Iter Time:0.005872011184692383 || Total time:26.180681228637695 Iteration: 23 || Clusters count: 2 || Log posterior: -232845.35612305714 || Iter Time:0.0067141056060791016 || Total time:26.187395334243774 Iteration: 24 || Clusters count: 2 || Log posterior: -232856.28172485105 || Iter Time:0.0065708160400390625 || Total time:26.193966150283813 Iteration: 25 || Clusters count: 2 || Log posterior: -232860.1742478045 || Iter Time:0.08460593223571777 || Total time:26.27857208251953 Iteration: 26 || Clusters count: 2 || Log posterior: -232862.8250907856 || Iter Time:0.006118059158325195 || Total time:26.284690141677856 Iteration: 27 || Clusters count: 2 || Log posterior: -232868.76677156813 || Iter Time:0.0055348873138427734 || Total time:26.2902250289917 Iteration: 28 || Clusters count: 3 || Log posterior: -232458.5101089857 || Iter Time:0.006926059722900391 || Total time:26.2971510887146 Iteration: 29 || Clusters count: 3 || Log posterior: -232290.49612578654 || Iter Time:0.00625300407409668 || Total time:26.303404092788696 Iteration: 30 || Clusters count: 3 || Log posterior: -232277.28384914456 || Iter Time:0.006063938140869141 || Total time:26.309468030929565 Iteration: 31 || Clusters count: 3 || Log posterior: -232266.87244289377 || Iter Time:0.006215095520019531 || Total time:26.315683126449585 Iteration: 32 || Clusters count: 3 || Log posterior: -232256.8599246821 || Iter Time:0.0061991214752197266 || Total time:26.321882247924805 Iteration: 33 || Clusters count: 3 || Log posterior: -232247.7022831388 || Iter Time:0.006021022796630859 || Total time:26.327903270721436 Iteration: 34 || Clusters count: 3 || Log posterior: -232248.39121704287 || Iter Time:0.006250858306884766 || Total time:26.33415412902832 Iteration: 35 || Clusters count: 3 || Log posterior: -232243.79942016787 || Iter Time:0.0062410831451416016 || Total time:26.340395212173462 Iteration: 36 || Clusters count: 3 || Log posterior: -232251.87733327528 || Iter Time:0.006204128265380859 || Total time:26.346599340438843 Iteration: 37 || Clusters count: 3 || Log posterior: -232253.1512745826 || Iter Time:0.0059049129486083984 || Total time:26.35250425338745 Iteration: 38 || Clusters count: 3 || Log posterior: -232248.5282929751 || Iter Time:0.006273984909057617 || Total time:26.35877823829651 Iteration: 39 || Clusters count: 3 || Log posterior: -232254.5987675138 || Iter Time:0.006303071975708008 || Total time:26.365081310272217 Iteration: 40 || Clusters count: 3 || Log posterior: -232252.5312226945 || Iter Time:0.006358146667480469 || Total time:26.371439456939697 Iteration: 41 || Clusters count: 3 || Log posterior: -232236.83161939276 || Iter Time:0.006073951721191406 || Total time:26.37751340866089 Loading and distributing data: 0.000819 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -261921.0592707123 || Iter Time:0.006562948226928711 || Total time:26.384076356887817 Iteration: 43 || Clusters count: 3 || Log posterior: -261890.99099476656 || Iter Time:0.0062677860260009766 || Total time:26.39034414291382 Iteration: 44 || Clusters count: 3 || Log posterior: -261891.8591117915 || Iter Time:0.006145954132080078 || Total time:26.3964900970459 Iteration: 45 || Clusters count: 3 || Log posterior: -261889.06704310756 || Iter Time:0.006312131881713867 || Total time:26.402802228927612 Iteration: 46 || Clusters count: 3 || Log posterior: -261890.29360560756 || Iter Time:0.0062830448150634766 || Total time:26.409085273742676 Iteration: 47 || Clusters count: 3 || Log posterior: -261893.53988142108 || Iter Time:0.00659489631652832 || Total time:26.415680170059204 Iteration: 48 || Clusters count: 3 || Log posterior: -261895.86019392108 || Iter Time:0.006718158721923828 || Total time:26.422398328781128 Iteration: 49 || Clusters count: 3 || Log posterior: -261901.6794242915 || Iter Time:0.007419109344482422 || Total time:26.42981743812561 Iteration: 50 || Clusters count: 3 || Log posterior: -261895.63098561345 || Iter Time:0.007138967514038086 || Total time:26.43695640563965 Iteration: 51 || Clusters count: 3 || Log posterior: -261893.49673060756 || Iter Time:0.007010936737060547 || Total time:26.44396734237671 Iteration: 52 || Clusters count: 3 || Log posterior: -261902.105696503 || Iter Time:0.0408329963684082 || Total time:26.484800338745117 Iteration: 53 || Clusters count: 3 || Log posterior: -261891.8278617915 || Iter Time:0.00657200813293457 || Total time:26.49137234687805 Iteration: 54 || Clusters count: 3 || Log posterior: -261894.808821503 || Iter Time:0.006390094757080078 || Total time:26.497762441635132 Iteration: 55 || Clusters count: 3 || Log posterior: -261885.48128767108 || Iter Time:0.006218910217285156 || Total time:26.503981351852417 Iteration: 56 || Clusters count: 4 || Log posterior: -261556.80665956665 || Iter Time:0.008706092834472656 || Total time:26.51268744468689 Iteration: 57 || Clusters count: 5 || Log posterior: -260959.6590904584 || Iter Time:0.007712841033935547 || Total time:26.520400285720825 Iteration: 58 || Clusters count: 5 || Log posterior: -260928.6896830818 || Iter Time:0.007019996643066406 || Total time:26.52742028236389 Iteration: 59 || Clusters count: 5 || Log posterior: -260920.2675170185 || Iter Time:0.006838083267211914 || Total time:26.534258365631104 Iteration: 60 || Clusters count: 5 || Log posterior: -260902.7938370185 || Iter Time:0.006890058517456055 || Total time:26.54114842414856 Iteration: 61 || Clusters count: 5 || Log posterior: -260930.53320004567 || Iter Time:0.007318973541259766 || Total time:26.54846739768982 Iteration: 62 || Clusters count: 5 || Log posterior: -260847.31211563386 || Iter Time:0.007025003433227539 || Total time:26.555492401123047 Loading and distributing data: 0.000781 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 5 || Log posterior: -261172.18867667185 || Iter Time:0.007046222686767578 || Total time:26.562538623809814 Iteration: 64 || Clusters count: 5 || Log posterior: -261134.22148540663 || Iter Time:0.0068700313568115234 || Total time:26.569408655166626 Iteration: 65 || Clusters count: 5 || Log posterior: -261156.20586511336 || Iter Time:0.006762981414794922 || Total time:26.57617163658142 Iteration: 66 || Clusters count: 5 || Log posterior: -261122.38500659718 || Iter Time:0.0067729949951171875 || Total time:26.582944631576538 Iteration: 67 || Clusters count: 5 || Log posterior: -261123.1845852743 || Iter Time:0.01951289176940918 || Total time:26.602457523345947 Iteration: 68 || Clusters count: 5 || Log posterior: -261158.79249571232 || Iter Time:0.00712895393371582 || Total time:26.609586477279663 Iteration: 69 || Clusters count: 5 || Log posterior: -261114.93215627066 || Iter Time:0.008067846298217773 || Total time:26.61765432357788 Iteration: 70 || Clusters count: 5 || Log posterior: -261115.74943120213 || Iter Time:0.00821995735168457 || Total time:26.625874280929565 Iteration: 71 || Clusters count: 7 || Log posterior: -260455.67625513833 || Iter Time:0.01226496696472168 || Total time:26.638139247894287 Iteration: 72 || Clusters count: 7 || Log posterior: -260326.4349297406 || Iter Time:1.0312762260437012 || Total time:27.66941547393799 Iteration: 73 || Clusters count: 7 || Log posterior: -260326.54944967566 || Iter Time:0.008350849151611328 || Total time:27.6777663230896 Iteration: 74 || Clusters count: 7 || Log posterior: -260309.68166677206 || Iter Time:0.008288145065307617 || Total time:27.686054468154907 Iteration: 75 || Clusters count: 7 || Log posterior: -260282.93971695766 || Iter Time:0.008064985275268555 || Total time:27.694119453430176 Iteration: 76 || Clusters count: 7 || Log posterior: -260306.02462298603 || Iter Time:0.00811004638671875 || Total time:27.702229499816895 Iteration: 77 || Clusters count: 7 || Log posterior: -260291.79701960384 || Iter Time:0.008104085922241211 || Total time:27.710333585739136 Iteration: 78 || Clusters count: 7 || Log posterior: -260277.8712398994 || Iter Time:0.00799107551574707 || Total time:27.718324661254883 Iteration: 79 || Clusters count: 7 || Log posterior: -260260.59704294897 || Iter Time:0.007982969284057617 || Total time:27.72630763053894 Iteration: 80 || Clusters count: 7 || Log posterior: -260282.5007559489 || Iter Time:0.008201122283935547 || Total time:27.734508752822876 Iteration: 81 || Clusters count: 7 || Log posterior: -260296.71722184643 || Iter Time:0.00821995735168457 || Total time:27.74272871017456 Iteration: 82 || Clusters count: 7 || Log posterior: -260297.4069648881 || Iter Time:0.008335113525390625 || Total time:27.75106382369995 Iteration: 83 || Clusters count: 7 || Log posterior: -260228.14833926636 || Iter Time:0.007607936859130859 || Total time:27.758671760559082 Loading and distributing data: 0.000819 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 7 || Log posterior: -260368.54632527803 || Iter Time:0.008408069610595703 || Total time:27.767079830169678 Iteration: 85 || Clusters count: 7 || Log posterior: -260322.5444957624 || Iter Time:0.00816488265991211 || Total time:27.77524471282959 Iteration: 86 || Clusters count: 10 || Log posterior: -259421.05902707315 || Iter Time:0.011696100234985352 || Total time:27.786940813064575 Iteration: 87 || Clusters count: 11 || Log posterior: -259075.99005919154 || Iter Time:0.025995969772338867 || Total time:27.812936782836914 Iteration: 88 || Clusters count: 11 || Log posterior: -258976.65784385515 || Iter Time:0.02585005760192871 || Total time:27.838786840438843 Iteration: 89 || Clusters count: 11 || Log posterior: -258968.8925343895 || Iter Time:0.009538888931274414 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time:28.005295276641846 Iteration: 104 || Clusters count: 11 || Log posterior: -258917.4599546914 || Iter Time:0.012488126754760742 || Total time:28.017783403396606 Loading and distributing data: 0.000816 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 16 || Log posterior: -257149.79194907102 || Iter Time:0.020478010177612305 || Total time:28.03826141357422 Iteration: 106 || Clusters count: 16 || Log posterior: -256738.29826758843 || Iter Time:0.012604951858520508 || Total time:28.05086636543274 Iteration: 107 || Clusters count: 16 || Log posterior: -256699.86678456876 || Iter Time:0.01244497299194336 || Total time:28.063311338424683 Iteration: 108 || Clusters count: 16 || Log posterior: -256704.03799958478 || Iter Time:0.012104988098144531 || Total time:28.075416326522827 Iteration: 109 || Clusters count: 16 || Log posterior: -256711.279546805 || Iter Time:0.012272119522094727 || Total time:28.087688446044922 Iteration: 110 || Clusters count: 16 || Log posterior: -256698.4299448594 || Iter Time:0.01213216781616211 || Total time:28.099820613861084 Iteration: 111 || Clusters count: 16 || Log posterior: -256723.11166301623 || Iter Time:0.016455888748168945 || Total time:28.116276502609253 Iteration: 112 || Clusters count: 16 || Log posterior: -256707.1977987351 || Iter Time:0.01218414306640625 || Total time:28.12846064567566 Iteration: 113 || Clusters count: 16 || Log posterior: -256707.9242560631 || Iter Time:0.012196063995361328 || Total time:28.14065670967102 Iteration: 114 || Clusters count: 16 || Log posterior: -256707.5633730061 || Iter Time:0.012321949005126953 || Total time:28.152978658676147 Iteration: 115 || Clusters count: 16 || Log posterior: -256709.28119471014 || Iter Time:0.012311220169067383 || Total time:28.165289878845215 Iteration: 116 || Clusters count: 16 || Log posterior: -256698.18640047504 || Iter Time:0.01587200164794922 || Total time:28.181161880493164 Iteration: 117 || Clusters count: 16 || Log posterior: -256705.08612401076 || Iter Time:0.012048006057739258 || Total time:28.193209886550903 Iteration: 118 || Clusters count: 16 || Log posterior: -256694.3533521718 || Iter Time:0.012080907821655273 || Total time:28.20529079437256 Iteration: 119 || Clusters count: 16 || Log posterior: -256698.37431371177 || Iter Time:0.012144088745117188 || Total time:28.217434883117676 Iteration: 120 || Clusters count: 16 || Log posterior: -256694.88182233376 || Iter Time:0.021886825561523438 || Total time:28.2393217086792 Iteration: 121 || Clusters count: 16 || Log posterior: -256697.79201244866 || Iter Time:0.019373178482055664 || Total time:28.258694887161255 Iteration: 122 || Clusters count: 16 || Log posterior: -256699.81106198378 || Iter Time:0.019298076629638672 || Total time:28.277992963790894 Iteration: 123 || Clusters count: 16 || Log posterior: -256704.3451794573 || Iter Time:0.022856950759887695 || Total time:28.30084991455078 Iteration: 124 || Clusters count: 16 || Log posterior: -256693.52102671436 || Iter Time:0.019893169403076172 || Total time:28.320743083953857 Iteration: 125 || Clusters count: 16 || Log posterior: -256687.25781731948 || Iter Time:0.01802206039428711 || Total time:28.338765144348145 Loading and distributing data: 0.000785 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -255142.4639244325 || Iter Time:0.023055076599121094 || Total time:28.361820220947266 Iteration: 127 || Clusters count: 20 || Log posterior: -254912.79236232414 || Iter Time:0.017149925231933594 || Total time:28.3789701461792 Iteration: 128 || Clusters count: 20 || Log posterior: -254904.6966485625 || Iter Time:0.016901016235351562 || Total time:28.39587116241455 Iteration: 129 || Clusters count: 20 || Log posterior: -254898.89404233827 || Iter Time:0.020534038543701172 || Total time:28.416405200958252 Iteration: 130 || Clusters count: 20 || Log posterior: -254898.89404233827 || Iter Time:0.01730203628540039 || Total 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time:28.720348596572876 Iteration: 145 || Clusters count: 20 || Log posterior: -254903.920570963 || Iter Time:0.026116132736206055 || Total time:28.746464729309082 Iteration: 146 || Clusters count: 20 || Log posterior: -254899.11779313875 || Iter Time:0.027339935302734375 || Total time:28.773804664611816 Loading and distributing data: 0.000789 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255209.29436227895 || Iter Time:0.024884939193725586 || Total time:28.798689603805542 Iteration: 148 || Clusters count: 20 || Log posterior: -255171.42056885088 || Iter Time:0.026927947998046875 || Total time:28.82561755180359 Iteration: 149 || Clusters count: 20 || Log posterior: -255174.23713220144 || Iter Time:0.02323007583618164 || Total time:28.84884762763977 Iteration: 150 || Clusters count: 20 || Log posterior: -255168.62027177616 || Iter Time:0.026694059371948242 || Total time:28.87554168701172 Iteration: 151 || Clusters count: 20 || Log posterior: -255168.67016728257 || Iter Time:0.02344489097595215 || Total time:28.89898657798767 Iteration: 152 || Clusters count: 20 || Log posterior: -255169.02219235635 || Iter Time:0.023164033889770508 || Total time:28.92215061187744 Iteration: 153 || Clusters count: 20 || Log posterior: -255168.67016728257 || Iter Time:0.026530981063842773 || Total time:28.948681592941284 Iteration: 154 || Clusters count: 20 || Log posterior: -255168.3166173294 || Iter Time:0.023059844970703125 || Total time:28.971741437911987 Iteration: 155 || Clusters count: 20 || Log posterior: -255171.73991113153 || Iter Time:0.02341604232788086 || Total time:28.995157480239868 Iteration: 156 || Clusters count: 20 || Log posterior: -255175.55115444932 || Iter Time:0.027028799057006836 || Total time:29.022186279296875 Iteration: 157 || Clusters count: 20 || Log posterior: -255175.92301036383 || Iter Time:0.023433208465576172 || Total time:29.04561948776245 Iteration: 158 || Clusters count: 20 || Log posterior: -255170.64848159574 || Iter Time:0.030398130416870117 || Total time:29.07601761817932 Iteration: 159 || Clusters count: 20 || Log posterior: -255177.77283362826 || Iter Time:0.028512954711914062 || Total time:29.104530572891235 Iteration: 160 || Clusters count: 20 || Log posterior: -255168.3849484728 || Iter Time:0.023097991943359375 || Total time:29.127628564834595 Iteration: 161 || Clusters count: 20 || Log posterior: -255170.32845613826 || Iter Time:0.027526140213012695 || Total time:29.155154705047607 Iteration: 162 || Clusters count: 20 || Log posterior: -255181.48850175735 || Iter Time:0.025552034378051758 || Total time:29.18070673942566 Iteration: 163 || Clusters count: 20 || Log posterior: -255178.31355318858 || Iter Time:0.029389142990112305 || Total time:29.21009588241577 Iteration: 164 || Clusters count: 20 || Log posterior: -255171.67881035752 || Iter Time:0.026638031005859375 || Total time:29.23673391342163 Iteration: 165 || Clusters count: 20 || Log posterior: -255171.16204181136 || Iter Time:0.029925107955932617 || Total time:29.266659021377563 Iteration: 166 || Clusters count: 20 || Log posterior: -255181.21898387736 || Iter Time:0.025820016860961914 || Total time:29.292479038238525 Iteration: 167 || Clusters count: 20 || Log posterior: -255174.629929457 || Iter Time:0.0238339900970459 || Total time:29.31631302833557 Loading and distributing data: 0.000828 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255259.61570757558 || Iter Time:0.028828144073486328 || Total time:29.345141172409058 Iteration: 169 || Clusters count: 20 || Log posterior: -255230.18803758774 || Iter Time:0.02363109588623047 || Total time:29.368772268295288 Iteration: 170 || Clusters count: 20 || Log posterior: -255222.1151634008 || Iter Time:0.02679920196533203 || Total time:29.39557147026062 Iteration: 171 || Clusters count: 20 || Log posterior: -255223.27631144237 || Iter Time:0.023829936981201172 || Total 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time:29.77473020553589 Iteration: 186 || Clusters count: 20 || Log posterior: -255220.4668725662 || Iter Time:0.02592301368713379 || Total time:29.800653219223022 Iteration: 187 || Clusters count: 20 || Log posterior: -255219.81488241212 || Iter Time:0.025708913803100586 || Total time:29.826362133026123 Iteration: 188 || Clusters count: 20 || Log posterior: -255219.81488241212 || Iter Time:0.027818918228149414 || Total time:29.854181051254272 Loading and distributing data: 0.000814 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255001.80654534162 || Iter Time:0.02622199058532715 || Total time:29.8804030418396 Iteration: 190 || Clusters count: 20 || Log posterior: -254989.62617874535 || Iter Time:0.029062986373901367 || Total time:29.9094660282135 Iteration: 191 || Clusters count: 20 || Log posterior: -254993.50817698054 || Iter Time:0.026081085205078125 || Total time:29.93554711341858 Iteration: 192 || Clusters count: 20 || Log posterior: -254989.78573445027 || Iter Time:0.030904054641723633 || Total time:29.966451168060303 Iteration: 193 || Clusters count: 20 || Log posterior: -254990.7258251557 || Iter Time:0.025965213775634766 || Total time:29.992416381835938 Iteration: 194 || Clusters count: 20 || Log posterior: -254997.97794234668 || Iter Time:0.02596902847290039 || Total time:30.018385410308838 Iteration: 195 || Clusters count: 20 || Log posterior: -254988.72361149528 || Iter Time:0.029339075088500977 || Total time:30.04772448539734 Iteration: 196 || Clusters count: 20 || Log posterior: -254989.30598779625 || Iter Time:0.025700092315673828 || Total time:30.073424577713013 Iteration: 197 || Clusters count: 20 || Log posterior: -254993.2174726194 || Iter Time:0.029238224029541016 || Total time:30.102662801742554 Iteration: 198 || Clusters count: 20 || Log posterior: -254988.0365158488 || Iter Time:0.02601003646850586 || Total time:30.12867283821106 Iteration: 199 || Clusters count: 20 || Log posterior: -254994.7749336249 || Iter Time:0.02891397476196289 || Total time:30.157586812973022 Iteration: 200 || Clusters count: 20 || Log posterior: -254994.58471091665 || Iter Time:0.026306867599487305 || Total time:30.18389368057251 Iteration: 201 || Clusters count: 20 || Log posterior: -254988.36134010818 || Iter Time:0.026262998580932617 || Total time:30.210156679153442 Iteration: 202 || Clusters count: 20 || Log posterior: -254988.618149171 || Iter Time:0.029660940170288086 || Total time:30.23981761932373 Iteration: 203 || Clusters count: 20 || Log posterior: -254988.6429195933 || Iter Time:0.025651931762695312 || Total time:30.265469551086426 Iteration: 204 || Clusters count: 20 || Log posterior: -254988.49666006785 || Iter Time:0.02939295768737793 || Total time:30.294862508773804 Iteration: 205 || Clusters count: 20 || Log posterior: -254987.6159244601 || Iter Time:0.026126861572265625 || Total time:30.32098937034607 Iteration: 206 || Clusters count: 20 || Log posterior: -254989.94971064545 || Iter Time:0.026070833206176758 || Total time:30.347060203552246 Iteration: 207 || Clusters count: 20 || Log posterior: -255003.36015766003 || Iter Time:0.029320955276489258 || Total time:30.376381158828735 Iteration: 208 || Clusters count: 20 || Log posterior: -255005.46843155715 || Iter Time:0.02590203285217285 || Total time:30.402283191680908 Iteration: 209 || Clusters count: 20 || Log posterior: -254987.860235608 || Iter Time:0.02737712860107422 || Total time:30.429660320281982 NMI: 0.7216946196973806 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m27.5s [26115, 45805, 6742, 7201, 10339, 107206, 215976, 66307, 18821, 71404, 1772, 28244, 33185, 193282, 17411, 31918, 44289, 27840, 14624, 31519] Loading and distributing data: 0.000269 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6743.024856064041 || Iter Time:4.41610312461853 || Total time:4.41610312461853 Iteration: 1 || Clusters count: 1 || Log posterior: -6743.024856064041 || Iter Time:0.0022211074829101562 || Total time:4.41832423210144 Iteration: 2 || Clusters count: 1 || Log posterior: -6743.024856064041 || Iter Time:0.0013821125030517578 || Total time:4.419706344604492 Iteration: 3 || Clusters count: 1 || Log posterior: -6743.024856064041 || Iter Time:0.0013158321380615234 || Total time:4.421022176742554 Iteration: 4 || Clusters count: 1 || Log posterior: -6743.024856064041 || Iter Time:0.0012781620025634766 || Total time:4.422300338745117 Iteration: 5 || Clusters count: 1 || Log posterior: -6743.024856064041 || Iter Time:0.00125885009765625 || Total time:4.423559188842773 Iteration: 6 || Clusters count: 1 || Log posterior: -6743.024856064041 || Iter Time:0.001277923583984375 || Total time:4.424837112426758 Iteration: 7 || Clusters count: 1 || Log posterior: -6743.024856064041 || Iter Time:0.0012240409851074219 || Total time:4.426061153411865 Iteration: 8 || Clusters count: 2 || Log posterior: -6492.871324518126 || Iter Time:0.17652106285095215 || Total time:4.602582216262817 Iteration: 9 || Clusters count: 2 || Log posterior: -6480.232044145399 || Iter Time:0.001828908920288086 || Total time:4.6044111251831055 Iteration: 10 || Clusters count: 2 || Log posterior: -6474.231405938408 || Iter Time:0.001653909683227539 || Total time:4.606065034866333 Iteration: 11 || Clusters count: 2 || Log posterior: -6480.687970280613 || Iter Time:0.001703023910522461 || Total time:4.6077680587768555 Iteration: 12 || Clusters count: 2 || Log posterior: -6477.817167629486 || Iter Time:0.0016112327575683594 || Total time:4.609379291534424 Iteration: 13 || Clusters count: 2 || Log posterior: -6475.1324439805885 || Iter Time:0.0015790462493896484 || Total time:4.6109583377838135 Iteration: 14 || Clusters count: 2 || Log posterior: -6471.537446182055 || Iter Time:0.0015659332275390625 || Total time:4.6125242710113525 Iteration: 15 || Clusters count: 2 || Log posterior: -6480.291945760064 || Iter Time:0.0016129016876220703 || Total time:4.614137172698975 Iteration: 16 || Clusters count: 2 || Log posterior: -6472.657933548811 || Iter Time:0.0015859603881835938 || Total time:4.615723133087158 Iteration: 17 || Clusters count: 2 || Log posterior: -6469.157335763795 || Iter Time:0.0016379356384277344 || Total time:4.617361068725586 Iteration: 18 || Clusters count: 3 || Log posterior: -5953.026737976504 || Iter Time:0.00344085693359375 || Total time:4.62080192565918 Iteration: 19 || Clusters count: 4 || Log posterior: -5878.588153880564 || Iter Time:0.004569053649902344 || Total time:4.625370979309082 Iteration: 20 || Clusters count: 4 || Log posterior: -5844.32333536806 || Iter Time:0.002479076385498047 || Total time:4.62785005569458 Iteration: 21 || Clusters count: 4 || Log posterior: -5768.875081971395 || Iter Time:0.0025169849395751953 || Total time:4.630367040634155 Iteration: 22 || Clusters count: 4 || Log posterior: -5732.1659005159145 || Iter Time:0.0027709007263183594 || Total time:4.633137941360474 Iteration: 23 || Clusters count: 4 || Log posterior: -5720.633286072948 || Iter Time:0.0027129650115966797 || Total time:4.63585090637207 Iteration: 24 || Clusters count: 4 || Log posterior: -5725.883729364879 || Iter Time:0.0030159950256347656 || Total time:4.638866901397705 Iteration: 25 || Clusters count: 4 || Log posterior: -5735.154762612777 || Iter Time:0.0028231143951416016 || Total time:4.641690015792847 Iteration: 26 || Clusters count: 4 || Log posterior: -5718.322468606782 || Iter Time:0.002889871597290039 || Total time:4.644579887390137 Iteration: 27 || Clusters count: 4 || Log posterior: -5719.018544671077 || Iter Time:0.002560853958129883 || Total time:4.647140741348267 Iteration: 28 || Clusters count: 5 || Log posterior: -5698.610850900408 || Iter Time:0.0038700103759765625 || Total time:4.651010751724243 Iteration: 29 || Clusters count: 6 || Log posterior: -5624.619497284522 || Iter Time:0.047242164611816406 || Total time:4.69825291633606 Iteration: 30 || Clusters count: 6 || Log posterior: -5589.972261252959 || Iter Time:1.4306750297546387 || Total time:6.128927946090698 false [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 6, 1, 1, 1, 1, 1, 1, 1, 1] Loading and distributing data: 0.000305 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 6 || Log posterior: -5364.811112215216 || Iter Time:0.03559112548828125 || Total time:6.1645190715789795 Iteration: 32 || Clusters count: 6 || Log posterior: -5345.626822242745 || Iter Time:0.005670070648193359 || Total time:6.170189142227173 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 6 || Log posterior: -4291.511197694761 || Iter Time:0.0032570362091064453 || Total time:6.173446178436279 Iteration: 34 || Clusters count: 6 || Log posterior: -4273.974788304932 || Iter Time:0.005708932876586914 || Total time:6.179155111312866 Loading and distributing data: 0.000111 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 6 || Log posterior: -3972.4064684315645 || Iter Time:0.0033288002014160156 || Total time:6.182483911514282 Iteration: 36 || Clusters count: 6 || Log posterior: -3952.460980183857 || Iter Time:0.00589299201965332 || Total time:6.1883769035339355 Loading and distributing data: 0.000119 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 6 || Log posterior: -3960.8430396211797 || Iter Time:0.0034689903259277344 || Total time:6.191845893859863 Iteration: 38 || Clusters count: 6 || Log posterior: -3951.175578213196 || Iter Time:0.005997896194458008 || Total time:6.197843790054321 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 6 || Log posterior: -4013.4064994999385 || Iter Time:0.0034859180450439453 || Total time:6.201329708099365 Iteration: 40 || Clusters count: 6 || Log posterior: -4002.559026965885 || Iter Time:0.0058400630950927734 || Total time:6.207169771194458 Loading and distributing data: 0.000120 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 7 || Log posterior: -3927.246347659365 || Iter Time:0.004403829574584961 || Total time:6.211573600769043 Iteration: 42 || Clusters count: 7 || Log posterior: -3895.5300071807414 || Iter Time:0.006742954254150391 || Total time:6.218316555023193 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 7 || Log posterior: -3918.215390145572 || Iter Time:0.004025936126708984 || Total time:6.222342491149902 Iteration: 44 || Clusters count: 7 || Log posterior: -3904.773281952799 || Iter Time:0.11109590530395508 || Total time:6.333438396453857 Loading and distributing data: 0.000126 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 7 || Log posterior: -3945.3390143346915 || Iter Time:0.004341840744018555 || Total time:6.337780237197876 Iteration: 46 || Clusters count: 7 || Log posterior: -3913.701782762827 || Iter Time:0.006855964660644531 || Total time:6.3446362018585205 Loading and distributing data: 0.000140 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 7 || Log posterior: -3908.8247812851514 || Iter Time:0.004467964172363281 || Total time:6.349104166030884 Iteration: 48 || Clusters count: 7 || Log posterior: -3897.113741571965 || Iter Time:0.00704503059387207 || Total time:6.356149196624756 Loading and distributing 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Iteration: 535 || Clusters count: 8 || Log posterior: -3874.4088450794916 || Iter Time:0.0064849853515625 || Total time:10.4014310836792 Iteration: 536 || Clusters count: 8 || Log posterior: -3855.974799403325 || Iter Time:0.008907079696655273 || Total time:10.410338163375854 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 537 || Clusters count: 8 || Log posterior: -3863.805673068573 || Iter Time:0.006733894348144531 || Total time:10.417072057723999 Iteration: 538 || Clusters count: 8 || Log posterior: -3838.3947684804593 || Iter Time:0.008738994598388672 || Total time:10.425811052322388 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 539 || Clusters count: 8 || Log posterior: -3892.4901786633004 || Iter Time:0.00646209716796875 || Total time:10.432273149490356 Iteration: 540 || Clusters count: 8 || Log posterior: -3849.4694992498876 || Iter Time:0.008919954299926758 || Total time:10.441193103790283 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Iteration: 607 || Clusters count: 8 || Log posterior: -3938.9124460950998 || Iter Time:0.006625175476074219 || Total time:10.98643708229065 Iteration: 608 || Clusters count: 8 || Log posterior: -3895.1716154627893 || Iter Time:0.00910186767578125 || Total time:10.99553894996643 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 609 || Clusters count: 8 || Log posterior: -3902.5928611471745 || Iter Time:0.0066890716552734375 || Total time:11.002228021621704 Iteration: 610 || Clusters count: 8 || Log posterior: -3886.6345643158434 || Iter Time:0.00896310806274414 || Total time:11.011191129684448 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 611 || Clusters count: 8 || Log posterior: -3884.127211424609 || Iter Time:0.0066378116607666016 || Total time:11.017828941345215 Iteration: 612 || Clusters count: 8 || Log posterior: -3850.5277683581176 || Iter Time:0.00910186767578125 || Total time:11.026930809020996 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Iteration: 657 || Clusters count: 8 || Log posterior: -3790.2133533024366 || Iter Time:0.006979942321777344 || Total time:11.395330429077148 Iteration: 658 || Clusters count: 8 || Log posterior: -3783.155883928126 || Iter Time:0.009525060653686523 || Total time:11.404855489730835 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 659 || Clusters count: 8 || Log posterior: -3772.4953367491253 || Iter Time:0.007880210876464844 || Total time:11.4127357006073 Iteration: 660 || Clusters count: 8 || Log posterior: -3744.6213244364294 || Iter Time:0.009277105331420898 || Total time:11.42201280593872 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 661 || Clusters count: 8 || Log posterior: -3820.5767077994883 || Iter Time:0.007024049758911133 || Total time:11.429036855697632 Iteration: 662 || Clusters count: 8 || Log posterior: -3806.530615684012 || Iter Time:0.009814023971557617 || Total time:11.43885087966919 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Iteration: 768 || Clusters count: 8 || Log posterior: -3834.261271925107 || Iter Time:0.009135007858276367 || Total time:12.314652442932129 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 769 || Clusters count: 8 || Log posterior: -3873.839437898309 || Iter Time:0.006757974624633789 || Total time:12.321410417556763 Iteration: 770 || Clusters count: 8 || Log posterior: -3867.4457182475494 || Iter Time:0.008974075317382812 || Total time:12.330384492874146 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 771 || Clusters count: 8 || Log posterior: -3902.9215896710025 || Iter Time:0.00636601448059082 || Total time:12.336750507354736 Iteration: 772 || Clusters count: 8 || Log posterior: -3872.2587722092376 || Iter Time:0.009088993072509766 || Total time:12.345839500427246 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 773 || Clusters count: 8 || Log posterior: 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Iteration: 801 || Clusters count: 8 || Log posterior: -3852.484047957464 || Iter Time:0.007212162017822266 || Total time:12.573282480239868 Iteration: 802 || Clusters count: 8 || Log posterior: -3841.5238425431235 || Iter Time:0.009556055068969727 || Total time:12.582838535308838 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 803 || Clusters count: 8 || Log posterior: -3868.1064245333837 || Iter Time:0.007050991058349609 || Total time:12.589889526367188 Iteration: 804 || Clusters count: 8 || Log posterior: -3848.6256251628097 || Iter Time:0.009398937225341797 || Total time:12.59928846359253 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 805 || Clusters count: 8 || Log posterior: -3935.779515615984 || Iter Time:0.0071489810943603516 || Total time:12.60643744468689 Iteration: 806 || Clusters count: 8 || Log posterior: -3898.539419023183 || Iter Time:0.009470939636230469 || Total time:12.61590838432312 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-3959.5127304505477 || Iter Time:0.009212017059326172 || Total time:12.679459571838379 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 813 || Clusters count: 8 || Log posterior: -3882.258991601762 || Iter Time:0.0068149566650390625 || Total time:12.686274528503418 Iteration: 814 || Clusters count: 8 || Log posterior: -3869.7265439341722 || Iter Time:0.009319067001342773 || Total time:12.69559359550476 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 815 || Clusters count: 8 || Log posterior: -3848.1662882360156 || Iter Time:0.006924152374267578 || Total time:12.702517747879028 Iteration: 816 || Clusters count: 8 || Log posterior: -3833.4341843089614 || Iter Time:0.009360790252685547 || Total time:12.711878538131714 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 817 || Clusters count: 8 || Log posterior: -3894.1529658643844 || Iter Time:0.006970882415771484 || Total 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Iteration: 851 || Clusters count: 8 || Log posterior: -3915.1165864210466 || Iter Time:0.006186008453369141 || Total time:12.98572587966919 Iteration: 852 || Clusters count: 8 || Log posterior: -3892.679396966611 || Iter Time:0.008791923522949219 || Total time:12.994517803192139 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 853 || Clusters count: 8 || Log posterior: -3899.903556370991 || Iter Time:0.006806850433349609 || Total time:13.001324653625488 Iteration: 854 || Clusters count: 8 || Log posterior: -3880.7020280494817 || Iter Time:0.026741981506347656 || Total time:13.028066635131836 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 855 || Clusters count: 8 || Log posterior: -3893.1434686532943 || Iter Time:0.006726980209350586 || Total time:13.034793615341187 Iteration: 856 || Clusters count: 8 || Log posterior: -3867.7191479638614 || Iter Time:0.00915980339050293 || Total time:13.04395341873169 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Iteration: 890 || Clusters count: 8 || Log posterior: -3876.3596624955508 || Iter Time:0.009321928024291992 || Total time:13.310973405838013 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 891 || Clusters count: 8 || Log posterior: -3918.2921847899984 || Iter Time:0.006708860397338867 || Total time:13.317682266235352 Iteration: 892 || Clusters count: 8 || Log posterior: -3875.9526508929916 || Iter Time:0.009103059768676758 || Total time:13.326785326004028 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 893 || Clusters count: 8 || Log posterior: -3887.512523090205 || Iter Time:0.007110118865966797 || Total time:13.333895444869995 Iteration: 894 || Clusters count: 8 || Log posterior: -3842.9004088879656 || Iter Time:0.009276866912841797 || Total time:13.343172311782837 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 895 || Clusters count: 8 || Log posterior: 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|| Total time:13.967581987380981 Iteration: 968 || Clusters count: 8 || Log posterior: -3903.539103869707 || Iter Time:0.01058506965637207 || Total time:13.978167057037354 Loading and distributing data: 0.000244 seconds (129 allocations: 13.195 KiB) Iteration: 969 || Clusters count: 8 || Log posterior: -3920.9513336919817 || Iter Time:0.007380008697509766 || Total time:13.985547065734863 Iteration: 970 || Clusters count: 8 || Log posterior: -3899.7937834079326 || Iter Time:0.010005950927734375 || Total time:13.995553016662598 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 971 || Clusters count: 8 || Log posterior: -3925.1736464948535 || Iter Time:0.007008075714111328 || Total time:14.002561092376709 Iteration: 972 || Clusters count: 8 || Log posterior: -3894.9274363292257 || Iter Time:0.009747982025146484 || Total time:14.012309074401855 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 973 || Clusters 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Iteration: 1498 || Clusters count: 8 || Log posterior: -3884.713909041231 || Iter Time:0.008970975875854492 || Total time:18.49837899208069 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1499 || Clusters count: 9 || Log posterior: -3941.985719879479 || Iter Time:0.007055997848510742 || Total time:18.5054349899292 Iteration: 1500 || Clusters count: 9 || Log posterior: -3890.5425716638156 || Iter Time:0.00929403305053711 || Total time:18.514729022979736 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 1501 || Clusters count: 9 || Log posterior: -3846.925389583999 || Iter Time:0.006571054458618164 || Total time:18.521300077438354 Iteration: 1502 || Clusters count: 9 || Log posterior: -3822.7838781490977 || Iter Time:0.009607076644897461 || Total time:18.530907154083252 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1503 || Clusters count: 9 || Log posterior: 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Iteration: 1531 || Clusters count: 9 || Log posterior: -3840.99120392249 || Iter Time:0.008616924285888672 || Total time:18.784788131713867 Iteration: 1532 || Clusters count: 9 || Log posterior: -3808.1919847588947 || Iter Time:0.011081933975219727 || Total time:18.795870065689087 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1533 || Clusters count: 9 || Log posterior: -3863.4512403688013 || Iter Time:0.008064985275268555 || Total time:18.803935050964355 Iteration: 1534 || Clusters count: 9 || Log posterior: -3819.5514989117087 || Iter Time:0.011030197143554688 || Total time:18.81496524810791 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1535 || Clusters count: 9 || Log posterior: -3887.0316018245394 || Iter Time:0.008009910583496094 || Total time:18.822975158691406 Iteration: 1536 || Clusters count: 9 || Log posterior: -3838.6994875061437 || Iter Time:0.010537862777709961 || Total 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Iteration: 1553 || Clusters count: 9 || Log posterior: -3881.244846443771 || Iter Time:0.007966041564941406 || Total time:18.990605354309082 Iteration: 1554 || Clusters count: 9 || Log posterior: -3831.369488185185 || Iter Time:0.010347843170166016 || Total time:19.000953197479248 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1555 || Clusters count: 9 || Log posterior: -3866.6488715440455 || Iter Time:0.007966041564941406 || Total time:19.00891923904419 Iteration: 1556 || Clusters count: 9 || Log posterior: -3820.706657736199 || Iter Time:0.010586977005004883 || Total time:19.019506216049194 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1557 || Clusters count: 9 || Log posterior: -3846.8771663220477 || Iter Time:0.007657051086425781 || Total time:19.02716326713562 Iteration: 1558 || Clusters count: 9 || Log posterior: -3820.74419726014 || Iter Time:0.010469913482666016 || Total time:19.037633180618286 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Log posterior: -3821.5851272643113 || Iter Time:0.0074808597564697266 || Total time:21.762163877487183 Iteration: 1836 || Clusters count: 9 || Log posterior: -3767.635606202712 || Iter Time:0.010307073593139648 || Total time:21.772470951080322 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1837 || Clusters count: 9 || Log posterior: -3780.5349351032933 || Iter Time:0.0076999664306640625 || Total time:21.780170917510986 Iteration: 1838 || Clusters count: 9 || Log posterior: -3759.355410178927 || Iter Time:0.010647058486938477 || Total time:21.790817975997925 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 9 || Log posterior: -3888.6140943291052 || Iter Time:0.007801055908203125 || Total time:21.798619031906128 Iteration: 1840 || Clusters count: 9 || Log posterior: -3829.105970087515 || Iter Time:0.010406970977783203 || Total time:21.80902600288391 Loading and distributing data: 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Iteration: 1852 || Clusters count: 9 || Log posterior: -3815.4518738340907 || Iter Time:0.010481119155883789 || Total time:21.918968677520752 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 9 || Log posterior: -3874.945635307495 || Iter Time:0.007984161376953125 || Total time:21.926952838897705 Iteration: 1854 || Clusters count: 9 || Log posterior: -3819.49570659842 || Iter Time:0.010574102401733398 || Total time:21.93752694129944 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 9 || Log posterior: -3892.9268901136743 || Iter Time:0.008302927017211914 || Total time:21.94582986831665 Iteration: 1856 || Clusters count: 9 || Log posterior: -3838.3355257054454 || Iter Time:0.00975799560546875 || Total time:21.95558786392212 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 9 || Log posterior: 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|| Log posterior: -3852.6517562721274 || Iter Time:0.01052403450012207 || Total time:22.137996673583984 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 9 || Log posterior: -3915.209577576118 || Iter Time:0.007896184921264648 || Total time:22.14589285850525 Iteration: 1876 || Clusters count: 9 || Log posterior: -3877.603884218651 || Iter Time:0.010948896408081055 || Total time:22.15684175491333 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 9 || Log posterior: -3867.4685112295324 || Iter Time:0.007736921310424805 || Total time:22.164578676223755 Iteration: 1878 || Clusters count: 9 || Log posterior: -3826.143496524592 || Iter Time:0.010429143905639648 || Total time:22.175007820129395 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 9 || Log posterior: -3867.276850039861 || Iter Time:0.008608102798461914 || Total time:22.183615922927856 Iteration: 1880 || Clusters count: 9 || Log posterior: -3821.092987569088 || Iter Time:0.010705947875976562 || Total time:22.194321870803833 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 9 || Log posterior: -3890.1142119384904 || Iter Time:0.007974863052368164 || Total time:22.2022967338562 Iteration: 1882 || Clusters count: 9 || Log posterior: -3856.0201607644262 || Iter Time:0.010675907135009766 || Total time:22.21297264099121 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 9 || Log posterior: -3918.473671916185 || Iter Time:0.00796198844909668 || Total time:22.220934629440308 Iteration: 1884 || Clusters count: 9 || Log posterior: -3859.4675920583622 || Iter Time:0.014695882797241211 || Total time:22.23563051223755 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 9 || Log posterior: -3896.753411066494 || Iter Time:0.007790088653564453 || Total time:22.243420600891113 Iteration: 1886 || Clusters count: 9 || Log posterior: -3866.7741166720193 || Iter Time:0.010406017303466797 || Total time:22.25382661819458 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 9 || Log posterior: -3841.550179994818 || Iter Time:0.007665157318115234 || Total time:22.261491775512695 Iteration: 1888 || Clusters count: 9 || Log posterior: -3812.438971503766 || Iter Time:0.010567188262939453 || Total time:22.272058963775635 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 9 || Log posterior: -3865.240209220502 || Iter Time:0.0074541568756103516 || Total time:22.279513120651245 Iteration: 1890 || Clusters count: 9 || Log posterior: -3814.991764902668 || Iter Time:0.014605045318603516 || Total time:22.29411816596985 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 9 || Log posterior: -3860.7237070598594 || Iter Time:0.007931947708129883 || Total time:22.30205011367798 Iteration: 1892 || Clusters count: 9 || Log posterior: -3823.145327600423 || Iter Time:0.010838985443115234 || Total time:22.312889099121094 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 9 || Log posterior: -3865.9505840044367 || Iter Time:0.007502079010009766 || Total time:22.320391178131104 Iteration: 1894 || Clusters count: 9 || Log posterior: -3833.143544886677 || Iter Time:0.010596990585327148 || Total time:22.33098816871643 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 9 || Log posterior: -3858.7956385353627 || Iter Time:0.008012771606445312 || Total time:22.339000940322876 Iteration: 1896 || Clusters count: 9 || Log posterior: -3840.635202636977 || Iter Time:0.01075601577758789 || Total time:22.349756956100464 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 9 || Log posterior: -3838.267791483905 || Iter Time:0.008040904998779297 || Total time:22.357797861099243 Iteration: 1898 || Clusters count: 9 || Log posterior: -3807.0394775465884 || Iter Time:0.010602951049804688 || Total time:22.368400812149048 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 9 || Log posterior: -3848.949305577281 || Iter Time:0.007920980453491211 || Total time:22.37632179260254 Iteration: 1900 || Clusters count: 9 || Log posterior: -3816.6078465646888 || Iter Time:0.010782957077026367 || Total time:22.387104749679565 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 9 || Log posterior: -3853.4080376715237 || Iter Time:0.007875919342041016 || Total time:22.394980669021606 Iteration: 1902 || Clusters count: 9 || Log posterior: -3809.9826619927044 || Iter Time:0.010938882827758789 || Total time:22.405919551849365 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 10 || Log posterior: -3844.911862203524 || Iter Time:0.00774693489074707 || Total time:22.413666486740112 Iteration: 1904 || Clusters count: 9 || Log posterior: -3799.0027666920755 || Iter Time:0.010655879974365234 || Total time:22.424322366714478 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 9 || Log posterior: -3849.539552716125 || Iter Time:0.006784915924072266 || Total time:22.43110728263855 Iteration: 1906 || Clusters count: 9 || Log posterior: -3804.1033636441052 || Iter Time:0.00960993766784668 || Total time:22.440717220306396 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 9 || Log posterior: -3853.8586608304868 || Iter Time:0.007241010665893555 || Total time:22.44795823097229 Iteration: 1908 || Clusters count: 9 || Log posterior: -3818.0600522682594 || Iter Time:0.009749889373779297 || Total time:22.45770812034607 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 9 || Log posterior: -3801.1431760769424 || Iter Time:0.00699305534362793 || Total time:22.464701175689697 Iteration: 1910 || Clusters count: 9 || Log posterior: -3778.1652630916565 || Iter Time:0.009943962097167969 || Total time:22.474645137786865 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 9 || Log posterior: -3832.034170818306 || Iter Time:0.00707697868347168 || Total time:22.481722116470337 Iteration: 1912 || Clusters count: 9 || Log posterior: -3789.1280313903503 || Iter Time:0.009952068328857422 || Total time:22.491674184799194 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 9 || Log posterior: -3832.691801467439 || Iter Time:0.0071489810943603516 || Total time:22.498823165893555 Iteration: 1914 || Clusters count: 9 || Log posterior: -3813.324312051483 || Iter Time:0.00987696647644043 || Total time:22.508700132369995 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 9 || Log posterior: -3874.0305873560724 || Iter Time:0.007344961166381836 || Total time:22.516045093536377 Iteration: 1916 || Clusters count: 9 || Log posterior: -3850.4568997038505 || Iter Time:0.01026010513305664 || Total time:22.526305198669434 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 9 || Log posterior: -3895.1360597011094 || Iter Time:0.028084993362426758 || Total time:22.55439019203186 Iteration: 1918 || Clusters count: 9 || Log posterior: -3871.053188598965 || Iter Time:0.010517120361328125 || Total time:22.56490731239319 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 9 || Log posterior: -3866.1062745649842 || Iter Time:0.007735013961791992 || Total time:22.57264232635498 Iteration: 1920 || Clusters count: 9 || Log posterior: -3828.8872602299616 || Iter Time:0.010197877883911133 || Total time:22.58284020423889 Loading and distributing data: 0.000226 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 9 || Log posterior: -3885.2201178831606 || Iter Time:0.008380889892578125 || Total time:22.59122109413147 Iteration: 1922 || Clusters count: 9 || Log posterior: -3855.671994498837 || Iter Time:0.01052999496459961 || Total time:22.60175108909607 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 9 || Log posterior: -3859.7204133503133 || Iter Time:0.007471799850463867 || Total time:22.609222888946533 Iteration: 1924 || Clusters count: 9 || Log posterior: -3820.9243207492864 || Iter Time:0.009702920913696289 || Total time:22.61892580986023 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 9 || Log posterior: -3859.1273087202235 || Iter Time:0.006659984588623047 || Total time:22.625585794448853 Iteration: 1926 || Clusters count: 9 || Log posterior: -3817.046252498456 || Iter Time:0.010109901428222656 || Total time:22.635695695877075 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 9 || Log posterior: -3822.8612367998853 || Iter Time:0.007016897201538086 || Total time:22.642712593078613 Iteration: 1928 || Clusters count: 9 || Log posterior: -3795.0133698573627 || Iter Time:0.010004997253417969 || Total time:22.65271759033203 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 9 || Log posterior: -3838.2650590849926 || Iter Time:0.0075931549072265625 || Total time:22.660310745239258 Iteration: 1930 || Clusters count: 9 || Log posterior: -3809.4858312255396 || Iter Time:0.010237932205200195 || Total time:22.670548677444458 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 9 || Log posterior: -3850.0614085582038 || Iter Time:0.0080108642578125 || Total time:22.67855954170227 Iteration: 1932 || Clusters count: 9 || Log posterior: -3827.814277556984 || Iter Time:0.010362863540649414 || Total time:22.68892240524292 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 9 || Log posterior: -3862.294417772358 || Iter Time:0.0076639652252197266 || Total time:22.69658637046814 Iteration: 1934 || Clusters count: 9 || Log posterior: -3822.0939648684093 || Iter Time:0.01025390625 || Total time:22.70684027671814 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 9 || Log posterior: -3803.2463928324696 || Iter Time:0.007787942886352539 || Total time:22.714628219604492 Iteration: 1936 || Clusters count: 9 || Log posterior: -3785.4608200078937 || Iter Time:0.010948896408081055 || Total time:22.725577116012573 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 9 || Log posterior: -3872.139309837778 || Iter Time:0.009931087493896484 || Total time:22.73550820350647 Iteration: 1938 || Clusters count: 9 || Log posterior: -3821.2617653068537 || Iter Time:0.01038813591003418 || Total time:22.745896339416504 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 9 || Log posterior: -3827.212709380679 || Iter Time:0.007870912551879883 || Total time:22.753767251968384 Iteration: 1940 || Clusters count: 9 || Log posterior: -3809.2282790596887 || Iter Time:0.010161876678466797 || Total time:22.76392912864685 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 9 || Log posterior: -3907.4616436955625 || Iter Time:0.007882833480834961 || Total time:22.771811962127686 Iteration: 1942 || Clusters count: 9 || Log posterior: -3840.627391765523 || Iter Time:0.010286808013916016 || Total time:22.7820987701416 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 9 || Log posterior: -3840.5531048396138 || Iter Time:0.007645130157470703 || Total time:22.789743900299072 Iteration: 1944 || Clusters count: 9 || Log posterior: -3810.3383390585454 || Iter Time:0.01037287712097168 || Total time:22.800116777420044 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 9 || Log posterior: -3864.8368805812174 || Iter Time:0.007768869400024414 || Total time:22.80788564682007 Iteration: 1946 || Clusters count: 9 || Log posterior: -3837.163653067399 || Iter Time:0.010251045227050781 || Total time:22.81813669204712 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 9 || Log posterior: -3891.4763569362044 || Iter Time:0.007802009582519531 || Total time:22.82593870162964 Iteration: 1948 || Clusters count: 9 || Log posterior: -3835.142486225836 || Iter Time:0.010583162307739258 || Total time:22.836521863937378 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 9 || Log posterior: -3842.3397888880127 || Iter Time:0.007844924926757812 || Total time:22.844366788864136 Iteration: 1950 || Clusters count: 9 || Log posterior: -3803.532364271829 || Iter Time:0.010424137115478516 || Total time:22.854790925979614 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 9 || Log posterior: -3826.6109612141718 || Iter Time:0.007580995559692383 || Total time:22.862371921539307 Iteration: 1952 || Clusters count: 9 || Log posterior: -3795.0281478177267 || Iter Time:0.010284900665283203 || Total time:22.87265682220459 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 9 || Log posterior: -3856.0841916117597 || Iter Time:0.007809877395629883 || Total time:22.88046669960022 Iteration: 1954 || Clusters count: 9 || Log posterior: -3819.125055711476 || Iter Time:0.010435819625854492 || Total time:22.890902519226074 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 9 || Log posterior: -3869.6963702565054 || Iter Time:0.007977962493896484 || Total time:22.89888048171997 Iteration: 1956 || Clusters count: 9 || Log posterior: -3822.905571890969 || Iter Time:0.010329008102416992 || Total time:22.909209489822388 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 9 || Log posterior: -3810.8432309620025 || Iter Time:0.0077021121978759766 || Total time:22.916911602020264 Iteration: 1958 || Clusters count: 9 || Log posterior: -3765.3035283493664 || Iter Time:0.010638952255249023 || Total time:22.927550554275513 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 9 || Log posterior: -3823.2223819425612 || Iter Time:0.008020877838134766 || Total time:22.935571432113647 Iteration: 1960 || Clusters count: 9 || Log posterior: -3771.2662091531 || Iter Time:0.010568857192993164 || Total time:22.94614028930664 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 9 || Log posterior: -3852.760514991335 || Iter Time:0.007997989654541016 || Total time:22.95413827896118 Iteration: 1962 || Clusters count: 9 || Log posterior: -3813.7288598071877 || Iter Time:0.029301881790161133 || Total time:22.983440160751343 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 9 || Log posterior: -3868.4790866672047 || Iter Time:0.00756382942199707 || Total time:22.99100399017334 Iteration: 1964 || Clusters count: 9 || Log posterior: -3827.612347016054 || Iter Time:0.01023411750793457 || Total time:23.001238107681274 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 9 || Log posterior: -3902.7937760671025 || Iter Time:0.007654905319213867 || Total time:23.00889301300049 Iteration: 1966 || Clusters count: 9 || Log posterior: -3874.6220923711157 || Iter Time:0.010288000106811523 || Total time:23.0191810131073 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 9 || Log posterior: -3896.7284329312197 || Iter Time:0.007902145385742188 || Total time:23.027083158493042 Iteration: 1968 || Clusters count: 9 || Log posterior: -3862.5702767123266 || Iter Time:0.010499954223632812 || Total time:23.037583112716675 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 9 || Log posterior: -3888.517836522575 || Iter Time:0.008358001708984375 || Total time:23.04594111442566 Iteration: 1970 || Clusters count: 9 || Log posterior: -3846.7683419877485 || Iter Time:0.01070094108581543 || Total time:23.056642055511475 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 9 || Log posterior: -3857.552134297248 || Iter Time:0.007823944091796875 || Total time:23.06446599960327 Iteration: 1972 || Clusters count: 9 || Log posterior: -3827.1580312293727 || Iter Time:0.010654926300048828 || Total time:23.07512092590332 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 9 || Log posterior: -3890.8554430898917 || Iter Time:0.008375167846679688 || Total time:23.08349609375 Iteration: 1974 || Clusters count: 9 || Log posterior: -3850.741162243408 || Iter Time:0.010578155517578125 || Total time:23.094074249267578 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 9 || Log posterior: -3914.9319370861595 || Iter Time:0.007985115051269531 || Total time:23.102059364318848 Iteration: 1976 || Clusters count: 9 || Log posterior: -3888.8911611696453 || Iter Time:0.010889053344726562 || Total time:23.112948417663574 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 9 || Log posterior: -3889.453550656049 || Iter Time:0.008114814758300781 || Total time:23.121063232421875 Iteration: 1978 || Clusters count: 9 || Log posterior: -3846.6993037142747 || Iter Time:0.010591983795166016 || Total time:23.13165521621704 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 9 || Log posterior: -3934.960105047496 || Iter Time:0.008147954940795898 || Total time:23.139803171157837 Iteration: 1980 || Clusters count: 9 || Log posterior: -3883.3069056346912 || Iter Time:0.01063394546508789 || Total time:23.150437116622925 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 9 || Log posterior: -3888.6911512727793 || Iter Time:0.007740020751953125 || Total time:23.158177137374878 Iteration: 1982 || Clusters count: 9 || Log posterior: -3856.833721587241 || Iter Time:0.010452985763549805 || Total time:23.168630123138428 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 9 || Log posterior: -3876.749113222768 || Iter Time:0.007941007614135742 || Total time:23.176571130752563 Iteration: 1984 || Clusters count: 9 || Log posterior: -3844.19543154732 || Iter Time:0.01056814193725586 || Total time:23.18713927268982 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 9 || Log posterior: -3877.581231002793 || Iter Time:0.008069038391113281 || Total time:23.195208311080933 Iteration: 1986 || Clusters count: 9 || Log posterior: -3832.0662770449994 || Iter Time:0.01038217544555664 || Total time:23.20559048652649 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 9 || Log posterior: -3827.607404207991 || Iter Time:0.007964134216308594 || Total time:23.213554620742798 Iteration: 1988 || Clusters count: 9 || Log posterior: -3809.012138129886 || Iter Time:0.010308027267456055 || Total time:23.223862648010254 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 9 || Log posterior: -3825.565565716856 || Iter Time:0.007786989212036133 || Total time:23.23164963722229 Iteration: 1990 || Clusters count: 9 || Log posterior: -3790.6992761558913 || Iter Time:0.011952877044677734 || Total time:23.243602514266968 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 9 || Log posterior: -3859.673972819405 || Iter Time:0.009018898010253906 || Total time:23.25262141227722 Iteration: 1992 || Clusters count: 9 || Log posterior: -3842.705082105769 || Iter Time:0.010319948196411133 || Total time:23.262941360473633 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 9 || Log posterior: -3859.584480502947 || Iter Time:0.008957147598266602 || Total time:23.2718985080719 Iteration: 1994 || Clusters count: 9 || Log posterior: -3830.066620576744 || Iter Time:0.01016998291015625 || Total time:23.282068490982056 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 9 || Log posterior: -3857.6695136743147 || Iter Time:0.006846904754638672 || Total time:23.288915395736694 Iteration: 1996 || Clusters count: 9 || Log posterior: -3796.93797008395 || Iter Time:0.009894847869873047 || Total time:23.298810243606567 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 9 || Log posterior: -3874.1760417110786 || Iter Time:0.007146120071411133 || Total time:23.30595636367798 Iteration: 1998 || Clusters count: 9 || Log posterior: -3849.793516688176 || Iter Time:0.009765148162841797 || Total time:23.31572151184082 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 9 || Log posterior: -3840.0160512087095 || Iter Time:0.007339000701904297 || Total time:23.323060512542725 Iteration: 2000 || Clusters count: 9 || Log posterior: -3814.213214640052 || Iter Time:0.009560823440551758 || Total time:23.332621335983276 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 9 || Log posterior: -3828.951639879175 || Iter Time:0.007238864898681641 || Total time:23.339860200881958 Iteration: 2002 || Clusters count: 9 || Log posterior: -3802.3992769185934 || Iter Time:0.009968996047973633 || Total time:23.34982919692993 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 9 || Log posterior: -3871.1592703649667 || Iter Time:0.0076160430908203125 || Total time:23.357445240020752 Iteration: 2004 || Clusters count: 9 || Log posterior: -3826.6538241151566 || Iter Time:0.009774923324584961 || Total time:23.367220163345337 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 9 || Log posterior: -3879.5244298321427 || Iter Time:0.007230997085571289 || Total time:23.374451160430908 Iteration: 2006 || Clusters count: 9 || Log posterior: -3842.5233361964356 || Iter Time:0.010302066802978516 || Total time:23.384753227233887 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 9 || Log posterior: -3864.7592848534873 || Iter Time:0.0076029300689697266 || Total time:23.392356157302856 Iteration: 2008 || Clusters count: 9 || Log posterior: -3833.9725974763514 || Iter Time:0.010641813278198242 || Total time:23.402997970581055 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 9 || Log posterior: -3815.710512883686 || Iter Time:0.027761220932006836 || Total time:23.43075919151306 Iteration: 2010 || Clusters count: 9 || Log posterior: -3787.4189380501134 || Iter Time:0.010443925857543945 || Total time:23.441203117370605 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 9 || Log posterior: -3882.7489245512843 || Iter Time:0.007611989974975586 || Total time:23.44881510734558 Iteration: 2012 || Clusters count: 9 || Log posterior: -3851.8509654586937 || Iter Time:0.010354042053222656 || Total time:23.459169149398804 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 9 || Log posterior: -3895.3939420908637 || Iter Time:0.008128881454467773 || Total time:23.46729803085327 Iteration: 2014 || Clusters count: 9 || Log posterior: -3851.135482037235 || Iter Time:0.010144948959350586 || Total time:23.477442979812622 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 9 || Log posterior: -3868.4078831884976 || Iter Time:0.007531881332397461 || Total time:23.48497486114502 Iteration: 2016 || Clusters count: 9 || Log posterior: -3858.332519237126 || Iter Time:0.010628938674926758 || Total time:23.495603799819946 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 9 || Log posterior: -3851.0888194132726 || Iter Time:0.007895946502685547 || Total time:23.503499746322632 Iteration: 2018 || Clusters count: 9 || Log posterior: -3809.212163784713 || Iter Time:0.010400056838989258 || Total time:23.51389980316162 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 9 || Log posterior: -3817.9967807190374 || Iter Time:0.007643938064575195 || Total time:23.521543741226196 Iteration: 2020 || Clusters count: 9 || Log posterior: -3796.4970922309985 || Iter Time:0.010387897491455078 || Total time:23.53193163871765 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 9 || Log posterior: -3842.5705039101827 || Iter Time:0.007640838623046875 || Total time:23.5395724773407 Iteration: 2022 || Clusters count: 9 || Log posterior: -3798.4918610642753 || Iter Time:0.010235071182250977 || Total time:23.54980754852295 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 9 || Log posterior: -3810.356768360287 || Iter Time:0.007731914520263672 || Total time:23.557539463043213 Iteration: 2024 || Clusters count: 9 || Log posterior: -3790.395578859631 || Iter Time:0.010215044021606445 || Total time:23.56775450706482 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 9 || Log posterior: -3854.7444935181547 || Iter Time:0.007831811904907227 || Total time:23.575586318969727 Iteration: 2026 || Clusters count: 9 || Log posterior: -3822.4471460354857 || Iter Time:0.010317087173461914 || Total time:23.58590340614319 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 9 || Log posterior: -3844.9034268175274 || Iter Time:0.0077359676361083984 || Total time:23.593639373779297 Iteration: 2028 || Clusters count: 9 || Log posterior: -3820.3476908519565 || Iter Time:0.010394096374511719 || Total time:23.60403347015381 Avg NMI: 0.687663450078291 Full NMI: 0.6814086095411168 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m17.6s Testing DPMMSubClustersStreaming tests passed Testing completed after 184.23s PkgEval succeeded after 356.27s