Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.1277 (fa66b63fc3*) started at 2025-10-08T04:24:03.786 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.11s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.122 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.14.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.15 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.16.0+0 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.9.9 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.4+0 [efcefdf7] + PCRE2_jll v10.46.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.67.1+0 [3f19e933] + p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 5.06s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 238.61s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_6X2NmO/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.122 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_6X2NmO/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.122 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.14.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.0 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.15 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.16.0+0 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.9.9 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.4+0 [efcefdf7] PCRE2_jll v10.46.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.67.1+0 [3f19e933] p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 2.877002 seconds (834.73 k allocations: 48.506 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -232953.56923629093 || Iter Time:16.507084131240845 || Total time:16.507084131240845 Iteration: 1 || Clusters count: 1 || Log posterior: -232953.56923629093 || Iter Time:0.0055501461029052734 || Total time:16.51263427734375 Iteration: 2 || Clusters count: 1 || Log posterior: -232953.56923629093 || Iter Time:0.007138967514038086 || Total time:16.519773244857788 Iteration: 3 || Clusters count: 1 || Log posterior: -232953.56923629093 || Iter Time:0.0050699710845947266 || Total time:16.524843215942383 Iteration: 4 || Clusters count: 1 || Log posterior: -232953.56923629093 || Iter Time:0.005249977111816406 || Total time:16.5300931930542 Iteration: 5 || Clusters count: 1 || Log posterior: -232953.56923629093 || Iter Time:0.01536703109741211 || Total time:16.54546022415161 Iteration: 6 || Clusters count: 1 || Log posterior: -232953.56923629093 || Iter Time:0.005055904388427734 || Total time:16.55051612854004 Iteration: 7 || Clusters count: 1 || Log posterior: -232953.56923629093 || Iter Time:0.005188941955566406 || Total time:16.555705070495605 Iteration: 8 || Clusters count: 1 || Log posterior: -232953.56923629093 || Iter Time:0.005177021026611328 || Total time:16.560882091522217 Iteration: 9 || Clusters count: 1 || Log posterior: -232953.56923629093 || Iter Time:0.004966020584106445 || Total time:16.565848112106323 Iteration: 10 || Clusters count: 1 || Log posterior: -232953.56923629093 || Iter Time:0.00492095947265625 || Total time:16.57076907157898 Iteration: 11 || Clusters count: 1 || Log posterior: -232953.56923629093 || Iter Time:0.005177974700927734 || Total time:16.575947046279907 Iteration: 12 || Clusters count: 1 || Log posterior: -232953.56923629093 || Iter Time:0.005411863327026367 || Total time:16.581358909606934 Iteration: 13 || Clusters count: 2 || Log posterior: -232684.23035119328 || Iter Time:3.671339988708496 || Total time:20.25269889831543 Iteration: 14 || Clusters count: 2 || Log posterior: -232698.10182678132 || Iter Time:0.005702018737792969 || Total time:20.258400917053223 Iteration: 15 || Clusters count: 2 || Log posterior: -232652.7248478955 || Iter Time:0.0057179927825927734 || Total time:20.264118909835815 Iteration: 16 || Clusters count: 2 || Log posterior: -232663.35973374423 || Iter Time:0.0056111812591552734 || Total time:20.26973009109497 Iteration: 17 || Clusters count: 2 || Log posterior: -232675.59452365327 || Iter Time:0.0056078433990478516 || Total time:20.27533793449402 Iteration: 18 || Clusters count: 2 || Log posterior: -232625.42128972002 || Iter Time:0.0055239200592041016 || Total time:20.280861854553223 Iteration: 19 || Clusters count: 2 || Log posterior: -232625.2368859283 || Iter Time:0.00542902946472168 || Total time:20.286290884017944 Iteration: 20 || Clusters count: 2 || Log posterior: -232552.03030586743 || Iter Time:3.3030550479888916 || Total time:23.589345932006836 Loading and distributing data: 0.000811 seconds (128 allocations: 395.789 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232794.98734307816 || Iter Time:0.0329899787902832 || Total time:23.62233591079712 Iteration: 22 || Clusters count: 2 || Log posterior: -232733.30349927675 || Iter Time:0.0055789947509765625 || Total time:23.627914905548096 Iteration: 23 || Clusters count: 2 || Log posterior: -232720.06416170392 || Iter Time:0.00555109977722168 || Total time:23.633466005325317 Iteration: 24 || Clusters count: 2 || Log posterior: -232712.64485122796 || Iter Time:0.0054340362548828125 || Total time:23.6389000415802 Iteration: 25 || Clusters count: 2 || Log posterior: -232682.28903623478 || Iter Time:0.005455970764160156 || Total time:23.64435601234436 Iteration: 26 || Clusters count: 2 || Log posterior: -232665.02240754137 || Iter Time:0.005444049835205078 || Total time:23.649800062179565 Iteration: 27 || Clusters count: 2 || Log posterior: -232631.06725742738 || Iter Time:0.005445003509521484 || Total time:23.655245065689087 Iteration: 28 || Clusters count: 3 || Log posterior: -232411.47431497934 || Iter Time:0.007257938385009766 || Total time:23.662503004074097 Iteration: 29 || Clusters count: 3 || Log posterior: -232292.91399469244 || Iter Time:0.0057621002197265625 || Total time:23.668265104293823 Iteration: 30 || Clusters count: 3 || Log posterior: -232224.91169371427 || Iter Time:0.0056650638580322266 || Total time:23.673930168151855 Iteration: 31 || Clusters count: 3 || Log posterior: -232191.38592055204 || Iter Time:0.12528204917907715 || Total time:23.799212217330933 Iteration: 32 || Clusters count: 3 || Log posterior: -232209.70593305936 || Iter Time:0.005953788757324219 || Total time:23.805166006088257 Iteration: 33 || Clusters count: 3 || Log posterior: -232167.35459311938 || Iter Time:0.00603485107421875 || Total time:23.811200857162476 Iteration: 34 || Clusters count: 3 || Log posterior: -232121.98993803072 || Iter Time:0.006066083908081055 || Total time:23.817266941070557 Iteration: 35 || Clusters count: 3 || Log posterior: -232067.03576511843 || Iter Time:0.005876064300537109 || Total time:23.823143005371094 Iteration: 36 || Clusters count: 3 || Log posterior: -232017.1481897631 || Iter Time:0.005884885787963867 || Total time:23.829027891159058 Iteration: 37 || Clusters count: 3 || Log posterior: -231991.07533898912 || Iter Time:0.005908012390136719 || Total time:23.834935903549194 Iteration: 38 || Clusters count: 3 || Log posterior: -231987.00045154305 || Iter Time:0.005995988845825195 || Total time:23.84093189239502 Iteration: 39 || Clusters count: 3 || Log posterior: -231967.23216374667 || Iter Time:0.005822181701660156 || Total time:23.84675407409668 Iteration: 40 || Clusters count: 3 || Log posterior: -231980.00325585896 || Iter Time:0.00580906867980957 || Total time:23.85256314277649 Iteration: 41 || Clusters count: 3 || Log posterior: -231939.93690131424 || Iter Time:0.0057220458984375 || Total time:23.858285188674927 Loading and distributing data: 0.000635 seconds (128 allocations: 395.789 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262085.57461896198 || Iter Time:0.04715991020202637 || Total time:23.905445098876953 Iteration: 43 || Clusters count: 3 || Log posterior: -262053.10121659708 || Iter Time:0.006142854690551758 || Total time:23.911587953567505 Iteration: 44 || Clusters count: 3 || Log posterior: -262043.05629472208 || Iter Time:0.006075859069824219 || Total time:23.91766381263733 Iteration: 45 || Clusters count: 3 || Log posterior: -262039.1075299372 || Iter Time:0.0060901641845703125 || Total time:23.9237539768219 Iteration: 46 || Clusters count: 3 || Log posterior: -262032.5236515368 || Iter Time:0.005908012390136719 || Total time:23.929661989212036 Iteration: 47 || Clusters count: 3 || Log posterior: -262036.7239803414 || Iter Time:0.005944967269897461 || Total time:23.935606956481934 Iteration: 48 || Clusters count: 3 || Log posterior: -262037.00828956737 || Iter Time:0.005927085876464844 || Total time:23.9415340423584 Iteration: 49 || Clusters count: 3 || Log posterior: -262026.91035534325 || Iter Time:0.006119966506958008 || Total time:23.947654008865356 Iteration: 50 || Clusters count: 3 || Log posterior: -262020.3189776249 || Iter Time:0.006782054901123047 || Total time:23.95443606376648 Iteration: 51 || Clusters count: 3 || Log posterior: -262022.23445488943 || Iter Time:0.0068359375 || Total time:23.96127200126648 Iteration: 52 || Clusters count: 4 || Log posterior: -261767.39476955772 || Iter Time:0.008294105529785156 || Total time:23.969566106796265 Iteration: 53 || Clusters count: 4 || Log posterior: -261699.26414718482 || Iter Time:0.00726008415222168 || Total time:23.976826190948486 Iteration: 54 || Clusters count: 4 || Log posterior: -261672.77058809216 || Iter Time:0.0072939395904541016 || Total time:23.98412013053894 Iteration: 55 || Clusters count: 5 || Log posterior: -261359.16898454507 || Iter Time:0.010432958602905273 || Total time:23.994553089141846 Iteration: 56 || Clusters count: 5 || Log posterior: -261358.12985363408 || Iter Time:0.007968902587890625 || Total time:24.002521991729736 Iteration: 57 || Clusters count: 5 || Log posterior: -261337.70086125704 || Iter Time:0.007734060287475586 || Total time:24.010256052017212 Iteration: 58 || Clusters count: 6 || Log posterior: -261185.76453337749 || Iter Time:0.009034872055053711 || Total time:24.019290924072266 Iteration: 59 || Clusters count: 6 || Log posterior: -261139.09254758403 || Iter Time:0.0083160400390625 || Total time:24.027606964111328 Iteration: 60 || Clusters count: 6 || Log posterior: -261134.12979393566 || Iter Time:0.008326053619384766 || Total time:24.035933017730713 Iteration: 61 || Clusters count: 6 || Log posterior: -261106.98188455513 || Iter Time:0.008253097534179688 || Total time:24.044186115264893 Iteration: 62 || Clusters count: 6 || Log posterior: -261050.82227586737 || Iter Time:0.0405421257019043 || Total time:24.084728240966797 Loading and distributing data: 0.000565 seconds (128 allocations: 395.789 KiB) Iteration: 63 || Clusters count: 6 || Log posterior: -260892.4823588054 || Iter Time:0.006913900375366211 || Total time:24.091642141342163 Iteration: 64 || Clusters count: 6 || Log posterior: -260838.37863428623 || Iter Time:0.006957054138183594 || Total time:24.098599195480347 Iteration: 65 || Clusters count: 6 || Log posterior: -260815.72973745395 || Iter Time:0.007030963897705078 || Total time:24.10563015937805 Iteration: 66 || Clusters count: 6 || Log posterior: -260794.51169772324 || Iter Time:0.007253885269165039 || Total time:24.112884044647217 Iteration: 67 || Clusters count: 7 || Log posterior: -260260.0847767377 || Iter Time:0.008285999298095703 || Total time:24.121170043945312 Iteration: 68 || Clusters count: 7 || Log posterior: -260161.16105674437 || Iter Time:0.00742793083190918 || Total time:24.12859797477722 Iteration: 69 || Clusters count: 7 || Log posterior: -260121.1211439796 || Iter Time:0.007315874099731445 || Total time:24.135913848876953 Iteration: 70 || Clusters count: 9 || Log posterior: -259546.09801478116 || Iter Time:0.009675979614257812 || Total time:24.14558982849121 Iteration: 71 || Clusters count: 9 || Log posterior: -259369.37489440583 || Iter Time:0.007498979568481445 || Total time:24.153088808059692 Iteration: 72 || Clusters count: 9 || Log posterior: -259340.79085200818 || Iter Time:0.007951021194458008 || Total time:24.16103982925415 Iteration: 73 || Clusters count: 9 || Log posterior: -259289.01277764907 || Iter Time:0.008176088333129883 || Total time:24.16921591758728 Iteration: 74 || Clusters count: 9 || Log posterior: -259265.66179178897 || Iter Time:0.00840902328491211 || Total time:24.177624940872192 Iteration: 75 || Clusters count: 9 || Log posterior: -259281.50046718481 || Iter Time:0.008374929428100586 || Total time:24.185999870300293 Iteration: 76 || Clusters count: 9 || Log posterior: -259265.26290133418 || Iter Time:0.008336067199707031 || Total time:24.1943359375 Iteration: 77 || Clusters count: 9 || Log posterior: -259250.72172950878 || Iter Time:0.9087090492248535 || Total time:25.103044986724854 Iteration: 78 || Clusters count: 9 || Log posterior: -259246.71762875642 || Iter Time:0.008901119232177734 || Total time:25.11194610595703 Iteration: 79 || Clusters count: 9 || Log posterior: -259241.8822057294 || Iter Time:0.008616924285888672 || Total time:25.12056303024292 Iteration: 80 || Clusters count: 9 || Log posterior: -259224.04835059142 || Iter Time:0.008681058883666992 || Total time:25.129244089126587 Iteration: 81 || Clusters count: 9 || Log posterior: -259225.9764834877 || Iter Time:0.030128955841064453 || Total time:25.15937304496765 Iteration: 82 || Clusters count: 9 || Log posterior: -259241.98521514313 || Iter Time:0.008806943893432617 || Total time:25.168179988861084 Iteration: 83 || Clusters count: 9 || Log posterior: -259189.86427746163 || Iter Time:0.008517026901245117 || Total time:25.17669701576233 Loading and distributing data: 0.000546 seconds (128 allocations: 395.789 KiB) Iteration: 84 || Clusters count: 9 || Log posterior: -259113.58250884787 || Iter Time:0.009133100509643555 || Total time:25.185830116271973 Iteration: 85 || Clusters count: 13 || Log posterior: -257800.78154669446 || Iter Time:0.012824058532714844 || Total time:25.198654174804688 Iteration: 86 || Clusters count: 13 || Log posterior: -257495.5841916626 || Iter Time:0.022591114044189453 || Total time:25.221245288848877 Iteration: 87 || Clusters count: 13 || Log posterior: -257463.7318491149 || Iter Time:0.011001110076904297 || Total time:25.23224639892578 Iteration: 88 || Clusters count: 14 || Log posterior: -257101.46677348515 || Iter Time:0.011389017105102539 || Total time:25.243635416030884 Iteration: 89 || Clusters count: 14 || Log posterior: -256998.12793620047 || Iter Time:0.010580062866210938 || 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time:25.4380943775177 Iteration: 104 || Clusters count: 14 || Log posterior: -256983.88356116955 || Iter Time:0.02138686180114746 || Total time:25.459481239318848 Loading and distributing data: 0.000632 seconds (128 allocations: 395.789 KiB) Iteration: 105 || Clusters count: 17 || Log posterior: -256262.01773759458 || Iter Time:0.018400907516479492 || Total time:25.477882146835327 Iteration: 106 || Clusters count: 17 || Log posterior: -256022.69170390503 || Iter Time:0.01566600799560547 || Total time:25.493548154830933 Iteration: 107 || Clusters count: 17 || Log posterior: -256004.93404331102 || Iter Time:0.015475034713745117 || Total time:25.509023189544678 Iteration: 108 || Clusters count: 17 || Log posterior: -255993.58596867957 || Iter Time:0.015649080276489258 || Total time:25.524672269821167 Iteration: 109 || Clusters count: 17 || Log posterior: -256000.33871321427 || Iter Time:0.01582193374633789 || Total time:25.540494203567505 Iteration: 110 || Clusters count: 17 || Log posterior: -255991.9284701355 || Iter Time:0.020515918731689453 || Total time:25.561010122299194 Iteration: 111 || Clusters count: 17 || Log posterior: -256001.34907979978 || Iter Time:0.0157620906829834 || Total time:25.576772212982178 Iteration: 112 || Clusters count: 17 || Log posterior: -255982.00313519774 || Iter Time:0.015496015548706055 || Total time:25.592268228530884 Iteration: 113 || Clusters count: 17 || Log posterior: -255986.06633181986 || Iter Time:0.015851974487304688 || Total time:25.60812020301819 Iteration: 114 || Clusters count: 17 || Log posterior: -255987.59327651348 || Iter Time:0.015339851379394531 || Total time:25.623460054397583 Iteration: 115 || Clusters count: 17 || Log posterior: -255991.010489523 || Iter Time:0.015532970428466797 || Total time:25.63899302482605 Iteration: 116 || Clusters count: 17 || Log posterior: -255985.70195899 || Iter Time:0.020550012588500977 || Total time:25.65954303741455 Iteration: 117 || Clusters count: 17 || Log posterior: -255983.63277734572 || Iter Time:0.01554417610168457 || Total time:25.675087213516235 Iteration: 118 || Clusters count: 17 || Log posterior: -255984.17520966782 || Iter Time:0.015604972839355469 || Total time:25.69069218635559 Iteration: 119 || Clusters count: 17 || Log posterior: -255977.20394869574 || Iter Time:0.01555013656616211 || Total time:25.706242322921753 Iteration: 120 || Clusters count: 17 || Log posterior: -255987.32543962484 || Iter Time:0.021699905395507812 || Total time:25.72794222831726 Iteration: 121 || Clusters count: 17 || Log posterior: -255977.72164147557 || Iter Time:0.02660202980041504 || Total time:25.754544258117676 Iteration: 122 || Clusters count: 17 || Log posterior: -255987.5481123291 || Iter Time:0.02176809310913086 || Total time:25.776312351226807 Iteration: 123 || Clusters count: 17 || Log posterior: -256003.83684115688 || Iter Time:0.021185874938964844 || Total time:25.79749822616577 Iteration: 124 || Clusters count: 17 || Log posterior: -255984.2893361211 || Iter Time:0.021078109741210938 || Total time:25.818576335906982 Iteration: 125 || Clusters count: 17 || Log posterior: -255977.1883888089 || Iter Time:0.019681930541992188 || Total time:25.838258266448975 Loading and distributing data: 0.000516 seconds (128 allocations: 395.789 KiB) Iteration: 126 || Clusters count: 21 || Log posterior: -254389.8080736662 || Iter Time:0.026021957397460938 || Total time:25.864280223846436 Iteration: 127 || Clusters count: 21 || Log posterior: -254184.7774820818 || Iter Time:0.01853799819946289 || Total time:25.8828182220459 Iteration: 128 || Clusters count: 21 || Log posterior: -254177.2551862708 || Iter Time:0.018429994583129883 || Total time:25.90124821662903 Iteration: 129 || Clusters count: 21 || Log posterior: -254181.3412837477 || Iter Time:0.018330097198486328 || Total time:25.919578313827515 Iteration: 130 || Clusters count: 21 || Log posterior: -254177.6947194225 || Iter Time:0.018494129180908203 || Total 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posterior: -254349.05082170697 || Iter Time:0.024403095245361328 || Total time:26.44592022895813 Iteration: 152 || Clusters count: 20 || Log posterior: -254341.19715442957 || Iter Time:0.03021383285522461 || Total time:26.476134061813354 Iteration: 153 || Clusters count: 20 || Log posterior: -254340.15803320392 || Iter Time:0.024663925170898438 || Total time:26.500797986984253 Iteration: 154 || Clusters count: 20 || Log posterior: -254341.5994444956 || Iter Time:0.024583816528320312 || Total time:26.525381803512573 Iteration: 155 || Clusters count: 20 || Log posterior: -254347.33609819948 || Iter Time:0.024719953536987305 || Total time:26.55010175704956 Iteration: 156 || Clusters count: 20 || Log posterior: -254341.01790227336 || Iter Time:0.02983999252319336 || Total time:26.579941749572754 Iteration: 157 || Clusters count: 20 || Log posterior: -254344.4825044093 || Iter Time:0.024306058883666992 || Total time:26.60424780845642 Iteration: 158 || Clusters count: 20 || Log posterior: 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-254340.15803320392 || Iter Time:0.026051998138427734 || Total time:26.81493377685547 Iteration: 166 || Clusters count: 20 || Log posterior: -254340.15803320392 || Iter Time:0.02571582794189453 || Total time:26.840649604797363 Iteration: 167 || Clusters count: 20 || Log posterior: -254340.15803320392 || Iter Time:0.02419590950012207 || Total time:26.864845514297485 Loading and distributing data: 0.000544 seconds (128 allocations: 395.789 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -254640.94091480103 || Iter Time:0.031564950942993164 || Total time:26.89641046524048 Iteration: 169 || Clusters count: 20 || Log posterior: -254632.35958872677 || Iter Time:0.02595996856689453 || Total time:26.922370433807373 Iteration: 170 || Clusters count: 20 || Log posterior: -254628.3444797741 || Iter Time:0.026141881942749023 || Total time:26.948512315750122 Iteration: 171 || Clusters count: 20 || Log posterior: -254625.59805868173 || Iter Time:0.025924205780029297 || Total 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time:27.358097553253174 Iteration: 186 || Clusters count: 20 || Log posterior: -254629.32919660033 || Iter Time:0.02578902244567871 || Total time:27.383886575698853 Iteration: 187 || Clusters count: 20 || Log posterior: -254629.10565553236 || Iter Time:0.03140521049499512 || Total time:27.415291786193848 Iteration: 188 || Clusters count: 20 || Log posterior: -254629.10565553236 || Iter Time:0.02412700653076172 || Total time:27.43941879272461 Loading and distributing data: 0.000568 seconds (128 allocations: 395.789 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254554.55719491848 || Iter Time:0.02794504165649414 || Total time:27.467363834381104 Iteration: 190 || Clusters count: 20 || Log posterior: -254540.58006583195 || Iter Time:0.023331880569458008 || Total time:27.49069571495056 Iteration: 191 || Clusters count: 20 || Log posterior: -254535.94818727238 || Iter Time:0.027954816818237305 || Total time:27.5186505317688 Iteration: 192 || Clusters count: 20 || Log posterior: -254544.52554145703 || Iter Time:0.02332592010498047 || Total time:27.54197645187378 Iteration: 193 || Clusters count: 20 || Log posterior: -254537.6023285968 || Iter Time:0.023128032684326172 || Total time:27.565104484558105 Iteration: 194 || Clusters count: 20 || Log posterior: -254535.3184335087 || Iter Time:0.023087024688720703 || Total time:27.588191509246826 Iteration: 195 || Clusters count: 20 || Log posterior: -254535.34365350613 || Iter Time:0.0283200740814209 || Total time:27.616511583328247 Iteration: 196 || Clusters count: 20 || Log posterior: -254532.60492660565 || Iter Time:0.023827075958251953 || Total time:27.6403386592865 Iteration: 197 || Clusters count: 20 || Log posterior: -254532.60492660565 || Iter Time:0.023186922073364258 || Total time:27.663525581359863 Iteration: 198 || Clusters count: 20 || Log posterior: -254542.96954447246 || Iter Time:0.022889137268066406 || Total time:27.68641471862793 Iteration: 199 || Clusters count: 20 || Log posterior: -254535.6204921703 || Iter Time:0.028239011764526367 || Total time:27.714653730392456 Iteration: 200 || Clusters count: 20 || Log posterior: -254533.26885854782 || Iter Time:0.02391815185546875 || Total time:27.738571882247925 Iteration: 201 || Clusters count: 20 || Log posterior: -254538.89223724246 || Iter Time:0.03708195686340332 || Total time:27.775653839111328 Iteration: 202 || Clusters count: 20 || Log posterior: -254541.4854987499 || Iter Time:0.0244140625 || Total time:27.800067901611328 Iteration: 203 || Clusters count: 20 || Log posterior: -254544.06874875768 || Iter Time:0.023468017578125 || Total time:27.823535919189453 Iteration: 204 || Clusters count: 20 || Log posterior: -254535.7504976161 || Iter Time:0.039350032806396484 || Total time:27.86288595199585 Iteration: 205 || Clusters count: 20 || Log posterior: -254543.32618498872 || Iter Time:0.02585911750793457 || Total time:27.888745069503784 Iteration: 206 || Clusters count: 20 || Log posterior: -254533.45682017974 || Iter Time:0.025761127471923828 || Total time:27.914506196975708 Iteration: 207 || Clusters count: 20 || Log posterior: -254533.45682017974 || Iter Time:0.025816917419433594 || Total time:27.94032311439514 Iteration: 208 || Clusters count: 20 || Log posterior: -254536.1482306726 || Iter Time:0.031080007553100586 || Total time:27.971403121948242 Iteration: 209 || Clusters count: 20 || Log posterior: -254531.63658444287 || Iter Time:0.023959875106811523 || Total time:27.995362997055054 NMI: 0.7605909587140445 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m35.5s [24082, 116606, 31261, 30220, 27315, 10727, 27969, 35507, 212540, 99219, 50773, 92128, 45271, 95, 119532, 19766, 21861, 2007, 26758, 6363] Loading and distributing data: 0.000280 seconds (128 allocations: 12.977 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6405.897261318843 || Iter Time:4.729820966720581 || Total time:4.729820966720581 Iteration: 1 || Clusters count: 1 || Log posterior: -6405.897261318843 || Iter Time:0.0021791458129882812 || Total time:4.732000112533569 Iteration: 2 || Clusters count: 1 || Log posterior: -6405.897261318843 || Iter Time:0.0015079975128173828 || Total time:4.733508110046387 Iteration: 3 || Clusters count: 1 || Log posterior: -6405.897261318843 || Iter Time:0.00150299072265625 || Total time:4.735011100769043 Iteration: 4 || Clusters count: 1 || Log posterior: -6405.897261318843 || Iter Time:0.001672983169555664 || Total time:4.736684083938599 Iteration: 5 || Clusters count: 1 || Log posterior: -6405.897261318843 || Iter Time:0.0014710426330566406 || Total time:4.738155126571655 Iteration: 6 || Clusters count: 1 || Log posterior: -6405.897261318843 || Iter Time:0.0015380382537841797 || Total time:4.7396931648254395 Iteration: 7 || Clusters count: 1 || Log posterior: -6405.897261318843 || Iter Time:0.0015108585357666016 || Total time:4.741204023361206 Iteration: 8 || Clusters count: 2 || Log posterior: -6280.519846744879 || Iter Time:0.14035415649414062 || Total time:4.881558179855347 Iteration: 9 || Clusters count: 2 || Log posterior: -6278.703655398342 || Iter Time:0.0020639896392822266 || Total time:4.883622169494629 Iteration: 10 || Clusters count: 2 || Log posterior: -6299.713300974137 || Iter Time:0.0019412040710449219 || Total time:4.885563373565674 Iteration: 11 || Clusters count: 2 || Log posterior: -6301.19901920137 || Iter Time:0.0018618106842041016 || Total time:4.887425184249878 Iteration: 12 || Clusters count: 2 || Log posterior: -6284.11732637899 || Iter Time:0.0017421245574951172 || Total time:4.889167308807373 Iteration: 13 || Clusters count: 2 || Log posterior: -6301.69629097126 || Iter Time:0.0017452239990234375 || Total time:4.8909125328063965 Iteration: 14 || Clusters count: 2 || Log posterior: -6283.195980151106 || Iter Time:0.0019130706787109375 || Total time:4.892825603485107 Iteration: 15 || Clusters count: 2 || Log posterior: -6282.489687869865 || Iter 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Iteration: 30 || Clusters count: 3 || Log posterior: -5693.9464229999685 || Iter Time:1.1261911392211914 || Total time:6.136754751205444 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, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2] [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, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2] Loading and distributing data: 0.000231 seconds (128 allocations: 12.977 KiB) Iteration: 31 || Clusters count: 3 || Log posterior: -5543.198806281149 || Iter Time:0.02733302116394043 || Total time:6.164087772369385 Iteration: 32 || Clusters count: 3 || Log posterior: -5524.36860054713 || Iter Time:0.0039479732513427734 || Total time:6.1680357456207275 Loading and distributing data: 0.000134 seconds (128 allocations: 12.977 KiB) Iteration: 33 || Clusters count: 3 || Log posterior: -4572.280704224936 || Iter Time:0.002964019775390625 || Total time:6.170999765396118 Iteration: 34 || Clusters count: 3 || Log posterior: -4544.322063324745 || Iter Time:0.003876924514770508 || Total time:6.174876689910889 Loading and distributing data: 0.000129 seconds (128 allocations: 12.977 KiB) Iteration: 35 || Clusters count: 4 || Log posterior: -4261.196020506939 || Iter Time:0.003554105758666992 || Total time:6.178430795669556 Iteration: 36 || Clusters count: 4 || Log posterior: -4225.239504371259 || Iter Time:0.004558086395263672 || Total time:6.182988882064819 Loading and distributing data: 0.000129 seconds (128 allocations: 12.977 KiB) Iteration: 37 || Clusters count: 4 || Log posterior: -4176.731914591681 || Iter Time:0.0031239986419677734 || Total time:6.186112880706787 Iteration: 38 || Clusters count: 4 || Log posterior: -4166.125739897051 || Iter Time:0.0047588348388671875 || Total time:6.190871715545654 Loading and distributing data: 0.000116 seconds (128 allocations: 12.977 KiB) Iteration: 39 || Clusters count: 4 || Log posterior: -4185.661841110198 || Iter Time:0.0030930042266845703 || Total time:6.193964719772339 Iteration: 40 || Clusters count: 4 || Log posterior: -4160.077728591011 || Iter Time:0.004734039306640625 || Total time:6.1986987590789795 Loading and distributing data: 0.000129 seconds (128 allocations: 12.977 KiB) Iteration: 41 || Clusters count: 4 || Log posterior: -4197.761794556173 || Iter Time:0.0033211708068847656 || Total time:6.202019929885864 Iteration: 42 || Clusters count: 4 || Log posterior: -4186.910291399496 || Iter Time:0.004619121551513672 || Total time:6.206639051437378 Loading and distributing data: 0.000125 seconds (128 allocations: 12.977 KiB) Iteration: 43 || Clusters count: 4 || Log posterior: -4199.757572318751 || Iter Time:0.0032491683959960938 || Total time:6.209888219833374 Iteration: 44 || Clusters count: 4 || Log posterior: -4180.568803483681 || Iter Time:0.004556894302368164 || Total time:6.214445114135742 Loading and distributing data: 0.000133 seconds (128 allocations: 12.977 KiB) Iteration: 45 || Clusters count: 4 || Log posterior: -4216.252546029682 || Iter Time:0.003804922103881836 || Total time:6.218250036239624 Iteration: 46 || Clusters count: 4 || Log posterior: -4203.640792717326 || Iter Time:0.005142927169799805 || Total time:6.223392963409424 Loading and distributing data: 0.000125 seconds (128 allocations: 12.977 KiB) Iteration: 47 || Clusters count: 4 || Log posterior: -4223.7411952725 || Iter Time:0.003893136978149414 || Total time:6.227286100387573 Iteration: 48 || Clusters count: 4 || Log posterior: -4189.140892506298 || Iter Time:0.005182027816772461 || Total time:6.232468128204346 Loading and distributing data: 0.000124 seconds (128 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Iteration: 841 || Clusters count: 5 || Log posterior: -3891.12489207632 || Iter Time:0.005272865295410156 || Total time:10.7749764919281 Iteration: 842 || Clusters count: 5 || Log posterior: -3877.617168352521 || Iter Time:0.00702214241027832 || Total time:10.781998634338379 Loading and distributing data: 0.000145 seconds (129 allocations: 12.992 KiB) Iteration: 843 || Clusters count: 5 || Log posterior: -3893.5365295628335 || Iter Time:0.005361080169677734 || Total time:10.787359714508057 Iteration: 844 || Clusters count: 5 || Log posterior: -3886.742755388863 || Iter Time:0.00728297233581543 || Total time:10.794642686843872 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 845 || Clusters count: 5 || Log posterior: -3899.692286043484 || Iter Time:0.005064964294433594 || Total time:10.799707651138306 Iteration: 846 || Clusters count: 5 || Log posterior: -3876.796449277357 || Iter Time:0.07697677612304688 || Total time:10.876684427261353 Loading 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Iteration: 1233 || Clusters count: 6 || Log posterior: -3894.987253244324 || Iter Time:0.005300045013427734 || Total time:13.006094694137573 Iteration: 1234 || Clusters count: 6 || Log posterior: -3836.3711684912823 || Iter Time:0.006927967071533203 || Total time:13.013022661209106 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1235 || Clusters count: 6 || Log posterior: -3925.854352408085 || Iter Time:0.005324840545654297 || Total time:13.01834750175476 Iteration: 1236 || Clusters count: 6 || Log posterior: -3847.342371266768 || Iter Time:0.007718086242675781 || Total time:13.026065587997437 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1237 || Clusters count: 7 || Log posterior: -3917.1415156173084 || Iter Time:0.0055539608001708984 || Total time:13.031619548797607 Iteration: 1238 || Clusters count: 7 || Log posterior: -3738.980845665628 || Iter Time:0.006944179534912109 || Total 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-3352.3756822379423 || Iter Time:0.011823177337646484 || Total time:15.495670318603516 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1487 || Clusters count: 10 || Log posterior: -3387.552435324901 || Iter Time:0.009568929672241211 || Total time:15.505239248275757 Iteration: 1488 || Clusters count: 10 || Log posterior: -3357.758066017228 || Iter Time:0.011985063552856445 || Total time:15.517224311828613 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1489 || Clusters count: 10 || Log posterior: -3359.632224932605 || Iter Time:0.008803844451904297 || Total time:15.526028156280518 Iteration: 1490 || Clusters count: 10 || Log posterior: -3321.7245007461534 || Iter Time:0.011735200881958008 || Total time:15.537763357162476 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1491 || Clusters count: 10 || Log posterior: -3415.975741053491 || Iter Time:0.008718013763427734 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-3377.1975492156644 || Iter Time:0.011959075927734375 || Total time:15.72450041770935 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1509 || Clusters count: 10 || Log posterior: -3414.1949393641466 || Iter Time:0.008588075637817383 || Total time:15.733088493347168 Iteration: 1510 || Clusters count: 10 || Log posterior: -3370.477642767691 || Iter Time:0.012018918991088867 || Total time:15.745107412338257 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1511 || Clusters count: 10 || Log posterior: -3427.413803816045 || Iter Time:0.008502960205078125 || Total time:15.753610372543335 Iteration: 1512 || Clusters count: 10 || Log posterior: -3399.866436412795 || Iter Time:0.011738061904907227 || Total time:15.765348434448242 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1513 || Clusters count: 10 || Log posterior: -3424.270798134592 || Iter Time:0.008536100387573242 || 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-3326.5185830901155 || Iter Time:0.012252092361450195 || Total time:15.991140604019165 Loading and distributing data: 0.000165 seconds (129 allocations: 12.992 KiB) Iteration: 1531 || Clusters count: 10 || Log posterior: -3392.5650059479303 || Iter Time:0.009654998779296875 || Total time:16.000795602798462 Iteration: 1532 || Clusters count: 10 || Log posterior: -3362.7191415549996 || Iter Time:0.012097835540771484 || Total time:16.012893438339233 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1533 || Clusters count: 10 || Log posterior: -3354.3694284388625 || Iter Time:0.00868988037109375 || Total time:16.021583318710327 Iteration: 1534 || Clusters count: 10 || Log posterior: -3332.982546331943 || Iter Time:0.01189279556274414 || Total time:16.03347611427307 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1535 || Clusters count: 10 || Log posterior: -3386.6816122397513 || Iter Time:0.008723974227905273 || Total time:16.042200088500977 Iteration: 1536 || Clusters count: 10 || Log posterior: -3336.2456913702795 || Iter Time:0.011816978454589844 || Total time:16.054017066955566 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1537 || Clusters count: 10 || Log posterior: -3431.9996290164895 || Iter Time:0.008856058120727539 || Total time:16.062873125076294 Iteration: 1538 || Clusters count: 10 || Log posterior: -3407.517355362509 || Iter Time:0.011970996856689453 || Total time:16.074844121932983 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1539 || Clusters count: 10 || Log posterior: -3455.70969907943 || Iter Time:0.008970975875854492 || Total time:16.083815097808838 Iteration: 1540 || Clusters count: 10 || Log posterior: -3415.6332189811346 || Iter Time:0.011601924896240234 || Total time:16.095417022705078 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1541 || 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distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1547 || Clusters count: 10 || Log posterior: -3421.583741491045 || Iter Time:0.008544921875 || Total time:16.16602325439453 Iteration: 1548 || Clusters count: 10 || Log posterior: -3393.060597091367 || Iter Time:0.011895895004272461 || Total time:16.177919149398804 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1549 || Clusters count: 10 || Log posterior: -3423.947537463097 || Iter Time:0.008627176284790039 || Total time:16.186546325683594 Iteration: 1550 || Clusters count: 10 || Log posterior: -3383.2479531850868 || Iter Time:0.011744976043701172 || Total time:16.198291301727295 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1551 || Clusters count: 11 || Log posterior: -3421.0502961537895 || Iter Time:0.00916600227355957 || Total time:16.207457304000854 Iteration: 1552 || Clusters count: 11 || Log posterior: -3375.7096534330317 || Iter Time:0.011867046356201172 || Total time:16.219324350357056 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1553 || Clusters count: 11 || Log posterior: -3380.3004643712184 || Iter Time:0.008149147033691406 || Total time:16.227473497390747 Iteration: 1554 || Clusters count: 11 || Log posterior: -3349.2515845463276 || Iter Time:0.011933088302612305 || Total time:16.23940658569336 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1555 || Clusters count: 11 || Log posterior: -3402.7296508943323 || Iter Time:0.008623123168945312 || Total time:16.248029708862305 Iteration: 1556 || Clusters count: 11 || Log posterior: -3366.1185562506544 || Iter Time:0.011873006820678711 || Total time:16.259902715682983 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1557 || Clusters count: 11 || Log posterior: -3439.689785868041 || Iter Time:0.009151935577392578 || Total time:16.269054651260376 Iteration: 1558 || Clusters count: 11 || Log posterior: -3413.0673535967 || Iter Time:0.012446165084838867 || Total time:16.281500816345215 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1559 || Clusters count: 11 || Log posterior: -3427.6521369823176 || Iter Time:0.008544921875 || Total time:16.290045738220215 Iteration: 1560 || Clusters count: 11 || Log posterior: -3403.540655202916 || Iter Time:0.011843204498291016 || Total time:16.301888942718506 Loading and distributing data: 0.000154 seconds (129 allocations: 12.992 KiB) Iteration: 1561 || Clusters count: 11 || Log posterior: -3405.029252786652 || Iter Time:0.009617090225219727 || Total time:16.311506032943726 Iteration: 1562 || Clusters count: 11 || Log posterior: -3389.1299128599603 || Iter Time:0.013109922409057617 || Total time:16.324615955352783 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1563 || Clusters count: 11 || Log posterior: -3450.548207324798 || Iter Time:0.009839057922363281 || Total time:16.334455013275146 Iteration: 1564 || Clusters count: 11 || Log posterior: -3424.9518507240414 || Iter Time:0.013139963150024414 || Total time:16.34759497642517 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1565 || Clusters count: 11 || Log posterior: -3425.719010275645 || Iter Time:0.009493112564086914 || Total time:16.357088088989258 Iteration: 1566 || Clusters count: 11 || Log posterior: -3369.25250538586 || Iter Time:0.013511896133422852 || Total time:16.37059998512268 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1567 || Clusters count: 11 || Log posterior: -3357.840550358898 || Iter Time:0.009731054306030273 || Total time:16.38033103942871 Iteration: 1568 || Clusters count: 11 || Log posterior: -3340.224038880772 || Iter Time:0.01312398910522461 || Total time:16.393455028533936 Loading and distributing 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count: 11 || Log posterior: -3392.528728258166 || Iter Time:0.009808063507080078 || Total time:16.621726036071777 Iteration: 1586 || Clusters count: 11 || Log posterior: -3376.1075420828324 || Iter Time:0.013309001922607422 || Total time:16.635035037994385 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1587 || Clusters count: 11 || Log posterior: -3403.8574783949857 || Iter Time:0.009925127029418945 || Total time:16.644960165023804 Iteration: 1588 || Clusters count: 11 || Log posterior: -3379.0895376967187 || Iter Time:0.013331890106201172 || Total time:16.658292055130005 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1589 || Clusters count: 11 || Log posterior: -3430.3578273437533 || Iter Time:0.009662866592407227 || Total time:16.667954921722412 Iteration: 1590 || Clusters count: 11 || Log posterior: -3398.1927195016133 || Iter Time:0.013174057006835938 || Total time:16.681128978729248 Loading and 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-3442.6966354234487 || Iter Time:0.01373600959777832 || Total time:17.294986248016357 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1641 || Clusters count: 11 || Log posterior: -3396.3607057640024 || Iter Time:0.010276079177856445 || Total time:17.305262327194214 Iteration: 1642 || Clusters count: 11 || Log posterior: -3356.0363025833544 || Iter Time:0.013332843780517578 || Total time:17.31859517097473 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 1643 || Clusters count: 11 || Log posterior: -3338.3275080037115 || Iter Time:0.009332895278930664 || Total time:17.327928066253662 Iteration: 1644 || Clusters count: 11 || Log posterior: -3306.625356133888 || Iter Time:0.013384103775024414 || Total time:17.341312170028687 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1645 || Clusters count: 11 || Log posterior: -3334.8757782535786 || Iter Time:0.009804964065551758 || Total time:17.35111713409424 Iteration: 1646 || Clusters count: 11 || Log posterior: -3309.9128052144865 || Iter Time:0.013050079345703125 || Total time:17.36416721343994 Loading and distributing data: 0.000159 seconds (129 allocations: 12.992 KiB) Iteration: 1647 || Clusters count: 11 || Log posterior: -3365.7675411881523 || Iter Time:0.010035991668701172 || Total time:17.374203205108643 Iteration: 1648 || Clusters count: 11 || Log posterior: -3318.911470505138 || Iter Time:0.014414072036743164 || Total time:17.388617277145386 Loading and distributing data: 0.000185 seconds (129 allocations: 12.992 KiB) Iteration: 1649 || Clusters count: 11 || Log posterior: -3367.257916981204 || Iter Time:0.010510921478271484 || Total time:17.399128198623657 Iteration: 1650 || Clusters count: 11 || Log posterior: -3347.864293035325 || Iter Time:0.013316869735717773 || Total time:17.412445068359375 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1651 || 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-3302.1464282041206 || Iter Time:0.013049125671386719 || Total time:17.55087971687317 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1663 || Clusters count: 11 || Log posterior: -3316.250377369136 || Iter Time:0.010152816772460938 || Total time:17.56103253364563 Iteration: 1664 || Clusters count: 11 || Log posterior: -3295.854066699307 || Iter Time:0.014921903610229492 || Total time:17.57595443725586 Loading and distributing data: 0.000158 seconds (134 allocations: 13.148 KiB) Iteration: 1665 || Clusters count: 11 || Log posterior: -3369.8378831300492 || Iter Time:0.011250019073486328 || Total time:17.587204456329346 Iteration: 1666 || Clusters count: 11 || Log posterior: -3353.830186584568 || Iter Time:0.014655828475952148 || Total time:17.601860284805298 Loading and distributing data: 0.000175 seconds (129 allocations: 12.992 KiB) Iteration: 1667 || Clusters count: 11 || Log posterior: -3398.380557494746 || Iter Time:0.011805057525634766 || 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-3394.3501311410537 || Iter Time:0.014055967330932617 || Total time:17.816163539886475 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1685 || Clusters count: 11 || Log posterior: -3395.2128160676048 || Iter Time:0.010498046875 || Total time:17.826661586761475 Iteration: 1686 || Clusters count: 11 || Log posterior: -3368.22297468128 || Iter Time:0.04085397720336914 || Total time:17.867515563964844 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1687 || Clusters count: 11 || Log posterior: -3353.776387812428 || Iter Time:0.01017308235168457 || Total time:17.87768864631653 Iteration: 1688 || Clusters count: 11 || Log posterior: -3333.5101627431686 || Iter Time:0.013118982315063477 || Total time:17.890807628631592 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1689 || Clusters count: 11 || Log posterior: -3431.463124213947 || Iter Time:0.009376049041748047 || Total 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distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1723 || Clusters count: 11 || Log posterior: -3356.6697520626385 || Iter Time:0.010115861892700195 || Total time:18.298407793045044 Iteration: 1724 || Clusters count: 11 || Log posterior: -3329.5056889729585 || Iter Time:0.013278007507324219 || Total time:18.311685800552368 Loading and distributing data: 0.000145 seconds (129 allocations: 12.992 KiB) Iteration: 1725 || Clusters count: 11 || Log posterior: -3363.6433439455313 || Iter Time:0.009557008743286133 || Total time:18.321242809295654 Iteration: 1726 || Clusters count: 11 || Log posterior: -3342.57657930583 || Iter Time:0.013028860092163086 || Total time:18.334271669387817 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1727 || Clusters count: 11 || Log posterior: -3393.1407512965043 || Iter Time:0.009846925735473633 || Total time:18.34411859512329 Iteration: 1728 || Clusters count: 11 || Log posterior: -3360.1864099631766 || Iter Time:0.013419151306152344 || Total time:18.357537746429443 Loading and distributing data: 0.000145 seconds (129 allocations: 12.992 KiB) Iteration: 1729 || Clusters count: 11 || Log posterior: -3401.0478966087676 || Iter Time:0.009963035583496094 || Total time:18.36750078201294 Iteration: 1730 || Clusters count: 11 || Log posterior: -3362.6211805090256 || Iter Time:0.013221025466918945 || Total time:18.38072180747986 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1731 || Clusters count: 11 || Log posterior: -3409.528883648113 || Iter Time:0.010018110275268555 || Total time:18.390739917755127 Iteration: 1732 || Clusters count: 11 || Log posterior: -3392.7309830452627 || Iter Time:0.013480901718139648 || Total time:18.404220819473267 Loading and distributing data: 0.000142 seconds (134 allocations: 13.148 KiB) Iteration: 1733 || Clusters count: 11 || Log posterior: -3381.562987817876 || Iter Time:0.009760856628417969 || Total time:18.413981676101685 Iteration: 1734 || Clusters count: 11 || Log posterior: -3356.396394688083 || Iter Time:0.013541221618652344 || Total time:18.427522897720337 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1735 || Clusters count: 11 || Log posterior: -3378.71738402739 || Iter Time:0.010502099990844727 || Total time:18.43802499771118 Iteration: 1736 || Clusters count: 11 || Log posterior: -3341.4828005901472 || Iter Time:0.013624906539916992 || Total time:18.4516499042511 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1737 || Clusters count: 11 || Log posterior: -3369.5697224734818 || Iter Time:0.009658098220825195 || Total time:18.461308002471924 Iteration: 1738 || Clusters count: 11 || Log posterior: -3341.421796809076 || Iter Time:0.01328420639038086 || Total time:18.474592208862305 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1739 || Clusters count: 11 || Log posterior: -3342.996524363434 || Iter Time:0.009578943252563477 || Total time:18.484171152114868 Iteration: 1740 || Clusters count: 11 || Log posterior: -3315.7429062627207 || Iter Time:0.013283014297485352 || Total time:18.497454166412354 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1741 || Clusters count: 11 || Log posterior: -3354.704748849835 || Iter Time:0.03739309310913086 || Total time:18.534847259521484 Iteration: 1742 || Clusters count: 11 || Log posterior: -3331.106145110119 || Iter Time:0.013644933700561523 || Total time:18.548492193222046 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1743 || Clusters count: 11 || Log posterior: -3398.9580038121744 || Iter Time:0.009680986404418945 || Total time:18.558173179626465 Iteration: 1744 || Clusters count: 11 || Log posterior: -3352.031342038065 || Iter Time:0.013110876083374023 || Total time:18.57128405570984 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 1745 || Clusters count: 11 || Log posterior: -3376.7653734016976 || Iter Time:0.00999307632446289 || Total time:18.5812771320343 Iteration: 1746 || Clusters count: 11 || Log posterior: -3354.4337319861042 || Iter Time:0.013238906860351562 || Total time:18.594516038894653 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1747 || Clusters count: 11 || Log posterior: -3411.638220462131 || Iter Time:0.009856939315795898 || Total time:18.60437297821045 Iteration: 1748 || Clusters count: 11 || Log posterior: -3372.2823443991156 || Iter Time:0.013068914413452148 || Total time:18.6174418926239 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1749 || Clusters count: 11 || Log posterior: -3397.1089216728965 || Iter Time:0.009742021560668945 || Total time:18.62718391418457 Iteration: 1750 || Clusters count: 11 || Log posterior: -3378.614267287048 || Iter Time:0.013020992279052734 || Total time:18.640204906463623 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1751 || Clusters count: 11 || Log posterior: -3427.7560567069827 || Iter Time:0.00991201400756836 || Total time:18.65011692047119 Iteration: 1752 || Clusters count: 11 || Log posterior: -3403.4386143766183 || Iter Time:0.01355600357055664 || Total time:18.663672924041748 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 1753 || Clusters count: 11 || Log posterior: -3402.1771695810075 || Iter Time:0.009531974792480469 || Total time:18.67320489883423 Iteration: 1754 || Clusters count: 11 || Log posterior: -3367.1216518443002 || Iter Time:0.013113021850585938 || Total time:18.686317920684814 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1755 || Clusters count: 11 || Log posterior: -3355.5408846568516 || Iter Time:0.009680032730102539 || Total time:18.695997953414917 Iteration: 1756 || Clusters count: 11 || Log posterior: -3337.7759406450446 || Iter Time:0.013020038604736328 || Total time:18.709017992019653 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1757 || Clusters count: 11 || Log posterior: -3419.5993704547236 || Iter Time:0.009803056716918945 || Total time:18.718821048736572 Iteration: 1758 || Clusters count: 11 || Log posterior: -3368.079257049413 || Iter Time:0.013426065444946289 || Total time:18.73224711418152 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1759 || Clusters count: 11 || Log posterior: -3421.1023326766854 || Iter Time:0.009804010391235352 || Total time:18.742051124572754 Iteration: 1760 || Clusters count: 11 || Log posterior: -3387.434170820806 || Iter Time:0.013090133666992188 || Total time:18.755141258239746 Loading and distributing data: 0.000149 seconds (129 allocations: 12.992 KiB) Iteration: 1761 || Clusters count: 11 || Log posterior: -3465.3332562148985 || Iter Time:0.011117935180664062 || Total time:18.76625919342041 Iteration: 1762 || Clusters count: 11 || Log posterior: -3430.833607826043 || Iter Time:0.013301849365234375 || Total time:18.779561042785645 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1763 || Clusters count: 11 || Log posterior: -3378.620965461166 || Iter Time:0.010313987731933594 || Total time:18.789875030517578 Iteration: 1764 || Clusters count: 11 || Log posterior: -3347.157680470457 || Iter Time:0.013154029846191406 || Total time:18.80302906036377 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 1765 || Clusters count: 11 || Log posterior: -3390.9467001088738 || Iter Time:0.009859085083007812 || Total time:18.812888145446777 Iteration: 1766 || Clusters count: 11 || Log posterior: -3368.76274821785 || Iter Time:0.01311492919921875 || Total time:18.826003074645996 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1767 || Clusters count: 11 || Log posterior: -3391.658666766124 || Iter Time:0.009799957275390625 || Total time:18.835803031921387 Iteration: 1768 || Clusters count: 11 || Log posterior: -3359.9446965719903 || Iter Time:0.012773990631103516 || Total time:18.84857702255249 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1769 || Clusters count: 11 || Log posterior: -3362.400374879054 || Iter Time:0.009982109069824219 || Total time:18.858559131622314 Iteration: 1770 || Clusters count: 11 || Log posterior: -3334.1434073108935 || Iter Time:0.012989044189453125 || Total time:18.871548175811768 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1771 || Clusters count: 11 || Log posterior: -3408.784777229409 || Iter Time:0.009988069534301758 || Total time:18.88153624534607 Iteration: 1772 || Clusters count: 11 || Log posterior: -3383.3779327192424 || Iter Time:0.013649225234985352 || Total time:18.895185470581055 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 1773 || Clusters count: 11 || Log posterior: -3362.3886551662213 || Iter Time:0.009718894958496094 || Total time:18.90490436553955 Iteration: 1774 || Clusters count: 11 || Log posterior: -3353.835191723715 || Iter Time:0.013330936431884766 || Total time:18.918235301971436 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1775 || Clusters count: 11 || Log posterior: -3385.410822429122 || Iter Time:0.010248899459838867 || Total time:18.928484201431274 Iteration: 1776 || Clusters count: 11 || Log posterior: -3361.0730305808834 || Iter Time:0.01333308219909668 || Total time:18.94181728363037 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1777 || Clusters count: 11 || Log posterior: -3370.6159913653805 || Iter Time:0.009807109832763672 || 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count: 11 || Log posterior: -3458.402919451075 || Iter Time:0.010040998458862305 || Total time:19.021202087402344 Iteration: 1784 || Clusters count: 11 || Log posterior: -3417.55022025856 || Iter Time:0.013701200485229492 || Total time:19.034903287887573 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 1785 || Clusters count: 11 || Log posterior: -3455.400776053088 || Iter Time:0.010298967361450195 || Total time:19.045202255249023 Iteration: 1786 || Clusters count: 11 || Log posterior: -3411.072020165299 || Iter Time:0.013890981674194336 || Total time:19.059093236923218 Loading and distributing data: 0.000147 seconds (129 allocations: 12.992 KiB) Iteration: 1787 || Clusters count: 11 || Log posterior: -3420.5242649789307 || Iter Time:0.010127067565917969 || Total time:19.069220304489136 Iteration: 1788 || Clusters count: 11 || Log posterior: -3392.8217144821406 || Iter Time:0.013479948043823242 || Total time:19.08270025253296 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1789 || Clusters count: 11 || Log posterior: -3405.0680230682156 || Iter Time:0.010072946548461914 || Total time:19.09277319908142 Iteration: 1790 || Clusters count: 11 || Log posterior: -3380.3260624404315 || Iter Time:0.012873172760009766 || Total time:19.10564637184143 Loading and distributing data: 0.000405 seconds (129 allocations: 12.992 KiB) Iteration: 1791 || Clusters count: 11 || Log posterior: -3415.941165277974 || Iter Time:0.011337995529174805 || Total time:19.116984367370605 Iteration: 1792 || Clusters count: 11 || Log posterior: -3394.3878344297923 || Iter Time:0.014269828796386719 || Total time:19.131254196166992 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1793 || Clusters count: 12 || Log posterior: -3403.61241902505 || Iter Time:0.010492086410522461 || Total time:19.141746282577515 Iteration: 1794 || Clusters count: 12 || Log posterior: -3361.9210800506903 || Iter Time:0.013653039932250977 || Total time:19.155399322509766 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1795 || Clusters count: 12 || Log posterior: -3390.0258769008487 || Iter Time:0.009737014770507812 || Total time:19.165136337280273 Iteration: 1796 || Clusters count: 12 || Log posterior: -3358.077924931642 || Iter Time:0.05809307098388672 || Total time:19.22322940826416 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1797 || Clusters count: 12 || Log posterior: -3384.277316480721 || Iter Time:0.009360790252685547 || Total time:19.232590198516846 Iteration: 1798 || Clusters count: 12 || Log posterior: -3363.589722512034 || Iter Time:0.013815879821777344 || Total time:19.246406078338623 Loading and distributing data: 0.000138 seconds (134 allocations: 13.148 KiB) Iteration: 1799 || Clusters count: 12 || Log posterior: -3429.824171702859 || Iter Time:0.010020971298217773 || 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count: 12 || Log posterior: -3432.8678451351157 || Iter Time:0.010510921478271484 || Total time:19.328795909881592 Iteration: 1806 || Clusters count: 12 || Log posterior: -3389.95719131124 || Iter Time:0.0140380859375 || Total time:19.342833995819092 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1807 || Clusters count: 12 || Log posterior: -3374.972356293779 || Iter Time:0.010310173034667969 || Total time:19.35314416885376 Iteration: 1808 || Clusters count: 12 || Log posterior: -3347.6126838207642 || Iter Time:0.014266014099121094 || Total time:19.36741018295288 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1809 || Clusters count: 12 || Log posterior: -3370.6023967253714 || Iter Time:0.01001286506652832 || Total time:19.37742304801941 Iteration: 1810 || Clusters count: 12 || Log posterior: -3359.6771064217864 || Iter Time:0.013941049575805664 || Total time:19.391364097595215 Loading and distributing 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Iter Time:0.013705968856811523 || Total time:19.468234062194824 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1817 || Clusters count: 12 || Log posterior: -3398.3562567537306 || Iter Time:0.010167121887207031 || Total time:19.47840118408203 Iteration: 1818 || Clusters count: 12 || Log posterior: -3371.497293786112 || Iter Time:0.014210939407348633 || Total time:19.49261212348938 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1819 || Clusters count: 12 || Log posterior: -3435.20770869373 || Iter Time:0.010931015014648438 || Total time:19.50354313850403 Iteration: 1820 || Clusters count: 12 || Log posterior: -3398.603230581504 || Iter Time:0.014042854309082031 || Total time:19.51758599281311 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1821 || Clusters count: 12 || Log posterior: -3448.7366904174974 || Iter Time:0.010336160659790039 || Total time:19.5279221534729 Iteration: 1822 || Clusters count: 12 || Log posterior: -3424.914744869952 || Iter Time:0.014204978942871094 || Total time:19.54212713241577 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1823 || Clusters count: 12 || Log posterior: -3405.359824429977 || Iter Time:0.010816097259521484 || Total time:19.552943229675293 Iteration: 1824 || Clusters count: 12 || Log posterior: -3377.5770705310556 || Iter Time:0.014184951782226562 || Total time:19.56712818145752 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1825 || Clusters count: 12 || Log posterior: -3402.617552720983 || Iter Time:0.011037111282348633 || Total time:19.578165292739868 Iteration: 1826 || Clusters count: 12 || Log posterior: -3368.2679745055075 || Iter Time:0.014106035232543945 || Total time:19.592271327972412 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1827 || Clusters count: 12 || Log posterior: -3432.09798614116 || Iter Time:0.009918212890625 || Total time:19.602189540863037 Iteration: 1828 || Clusters count: 12 || Log posterior: -3383.630504598544 || Iter Time:0.013957023620605469 || Total time:19.616146564483643 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1829 || Clusters count: 12 || Log posterior: -3462.3219567439287 || Iter Time:0.009919166564941406 || Total time:19.626065731048584 Iteration: 1830 || Clusters count: 12 || Log posterior: -3434.262382960529 || Iter Time:0.014664173126220703 || Total time:19.640729904174805 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 1831 || Clusters count: 12 || Log posterior: -3423.960120752371 || Iter Time:0.010622024536132812 || Total time:19.651351928710938 Iteration: 1832 || Clusters count: 12 || Log posterior: -3374.0079301743726 || Iter Time:0.013772964477539062 || Total time:19.665124893188477 Loading and distributing 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Iter Time:0.013616085052490234 || Total time:19.738152742385864 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1839 || Clusters count: 12 || Log posterior: -3335.7909820845716 || Iter Time:0.009847164154052734 || Total time:19.747999906539917 Iteration: 1840 || Clusters count: 12 || Log posterior: -3319.503047759993 || Iter Time:0.014222145080566406 || Total time:19.762222051620483 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1841 || Clusters count: 12 || Log posterior: -3374.9437085786294 || Iter Time:0.011069059371948242 || Total time:19.77329111099243 Iteration: 1842 || Clusters count: 12 || Log posterior: -3347.9846656831387 || Iter Time:0.01465606689453125 || Total time:19.787947177886963 Loading and distributing data: 0.000150 seconds (129 allocations: 12.992 KiB) Iteration: 1843 || Clusters count: 12 || Log posterior: -3370.17668246831 || Iter Time:0.011193990707397461 || Total time:19.79914116859436 Iteration: 1844 || Clusters count: 12 || Log posterior: -3358.9418780561564 || Iter Time:0.014317989349365234 || Total time:19.813459157943726 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1845 || Clusters count: 12 || Log posterior: -3392.3015307104997 || Iter Time:0.010179996490478516 || Total time:19.823639154434204 Iteration: 1846 || Clusters count: 12 || Log posterior: -3377.715072370628 || Iter Time:0.013782024383544922 || Total time:19.83742117881775 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1847 || Clusters count: 12 || Log posterior: -3394.4409138747405 || Iter Time:0.010415077209472656 || Total time:19.84783625602722 Iteration: 1848 || Clusters count: 12 || Log posterior: -3350.5367856262346 || Iter Time:0.013937950134277344 || Total time:19.8617742061615 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1849 || Clusters count: 12 || Log posterior: -3434.672156090893 || Iter Time:0.01032400131225586 || Total time:19.872098207473755 Iteration: 1850 || Clusters count: 12 || Log posterior: -3374.393743218518 || Iter Time:0.042099952697753906 || Total time:19.91419816017151 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1851 || Clusters count: 12 || Log posterior: -3407.50863360053 || Iter Time:0.010004043579101562 || Total time:19.92420220375061 Iteration: 1852 || Clusters count: 12 || Log posterior: -3369.6585666702276 || Iter Time:0.013701915740966797 || Total time:19.937904119491577 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1853 || Clusters count: 12 || Log posterior: -3411.828080398159 || Iter Time:0.010998010635375977 || Total time:19.948902130126953 Iteration: 1854 || Clusters count: 12 || Log posterior: -3389.1321077880643 || Iter Time:0.01385498046875 || Total time:19.962757110595703 Loading and distributing 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Iter Time:0.013798952102661133 || Total time:20.0360209941864 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1861 || Clusters count: 12 || Log posterior: -3314.0532601333966 || Iter Time:0.010210990905761719 || Total time:20.046231985092163 Iteration: 1862 || Clusters count: 12 || Log posterior: -3286.568101095559 || Iter Time:0.013718128204345703 || Total time:20.05995011329651 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1863 || Clusters count: 13 || Log posterior: -3384.0184564670726 || Iter Time:0.011420011520385742 || Total time:20.071370124816895 Iteration: 1864 || Clusters count: 13 || Log posterior: -3362.7004237741794 || Iter Time:0.014748096466064453 || Total time:20.08611822128296 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1865 || Clusters count: 13 || Log posterior: -3420.829617465384 || Iter Time:0.010670900344848633 || Total time:20.096789121627808 Iteration: 1866 || Clusters count: 12 || Log posterior: -3385.8022918160364 || Iter Time:0.015134096145629883 || Total time:20.111923217773438 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1867 || Clusters count: 12 || Log posterior: -3393.2562316161325 || Iter Time:0.010250091552734375 || Total time:20.122173309326172 Iteration: 1868 || Clusters count: 12 || Log posterior: -3365.1861791520214 || Iter Time:0.013791084289550781 || Total time:20.135964393615723 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1869 || Clusters count: 12 || Log posterior: -3333.023663025806 || Iter Time:0.009864091873168945 || Total time:20.14582848548889 Iteration: 1870 || Clusters count: 12 || Log posterior: -3308.1341286808733 || Iter Time:0.014174938201904297 || Total time:20.160003423690796 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1871 || Clusters count: 12 || Log posterior: -3377.0045982890633 || Iter Time:0.01016998291015625 || Total time:20.170173406600952 Iteration: 1872 || Clusters count: 12 || Log posterior: -3333.8357502474405 || Iter Time:0.013917922973632812 || Total time:20.184091329574585 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1873 || Clusters count: 12 || Log posterior: -3377.5565580644643 || Iter Time:0.010812997817993164 || Total time:20.194904327392578 Iteration: 1874 || Clusters count: 12 || Log posterior: -3349.3451942793013 || Iter Time:0.01407480239868164 || Total time:20.20897912979126 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1875 || Clusters count: 12 || Log posterior: -3386.8522295674725 || Iter Time:0.01020503044128418 || Total time:20.219184160232544 Iteration: 1876 || Clusters count: 12 || Log posterior: -3350.0320679837646 || Iter Time:0.0137939453125 || Total time:20.232978105545044 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1877 || Clusters count: 12 || Log posterior: -3398.8105105953414 || Iter Time:0.010409832000732422 || Total time:20.243387937545776 Iteration: 1878 || Clusters count: 12 || Log posterior: -3363.4353220834228 || Iter Time:0.014087200164794922 || Total time:20.25747513771057 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1879 || Clusters count: 12 || Log posterior: -3440.501751238416 || Iter Time:0.010564088821411133 || Total time:20.268039226531982 Iteration: 1880 || Clusters count: 12 || Log posterior: -3404.0728115554075 || Iter Time:0.013976097106933594 || Total time:20.282015323638916 Loading and distributing data: 0.000142 seconds (129 allocations: 12.992 KiB) Iteration: 1881 || Clusters count: 12 || Log posterior: -3423.133100711968 || Iter Time:0.010831832885742188 || Total time:20.292847156524658 Iteration: 1882 || Clusters count: 12 || Log posterior: -3392.2368656313843 || Iter Time:0.014860868453979492 || Total time:20.307708024978638 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1883 || Clusters count: 13 || Log posterior: -3422.032206034737 || Iter Time:0.011339902877807617 || Total time:20.319047927856445 Iteration: 1884 || Clusters count: 12 || Log posterior: -3393.364296464691 || Iter Time:0.014523983001708984 || Total time:20.333571910858154 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1885 || Clusters count: 12 || Log posterior: -3367.4503463650494 || Iter Time:0.010194063186645508 || Total time:20.3437659740448 Iteration: 1886 || Clusters count: 12 || Log posterior: -3343.1832114374824 || Iter Time:0.014595985412597656 || Total time:20.358361959457397 Loading and distributing data: 0.000154 seconds (129 allocations: 12.992 KiB) Iteration: 1887 || Clusters count: 12 || Log posterior: -3414.7039803821576 || Iter Time:0.011137962341308594 || Total time:20.369499921798706 Iteration: 1888 || Clusters count: 12 || Log posterior: -3378.4636547883288 || Iter Time:0.01447296142578125 || Total time:20.383972883224487 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1889 || Clusters count: 12 || Log posterior: -3389.9146027460183 || Iter Time:0.010348081588745117 || Total time:20.394320964813232 Iteration: 1890 || Clusters count: 12 || Log posterior: -3364.214960977093 || Iter Time:0.013961076736450195 || Total time:20.408282041549683 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 1891 || Clusters count: 12 || Log posterior: -3353.989909270677 || Iter Time:0.01044607162475586 || Total time:20.41872811317444 Iteration: 1892 || Clusters count: 12 || Log posterior: -3321.55177561638 || Iter Time:0.01483297348022461 || Total time:20.433561086654663 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 1893 || Clusters count: 12 || Log posterior: -3364.342594508582 || Iter Time:0.012606143951416016 || Total time:20.44616723060608 Iteration: 1894 || Clusters count: 12 || Log posterior: -3346.8968037372756 || Iter Time:0.014372110366821289 || Total time:20.4605393409729 Loading and distributing data: 0.000164 seconds (129 allocations: 12.992 KiB) Iteration: 1895 || Clusters count: 12 || Log posterior: -3398.516881055459 || Iter Time:0.010040998458862305 || Total time:20.470580339431763 Iteration: 1896 || Clusters count: 12 || Log posterior: -3373.2895816861196 || Iter Time:0.014024972915649414 || Total time:20.484605312347412 Loading and distributing data: 0.000145 seconds (129 allocations: 12.992 KiB) Iteration: 1897 || Clusters count: 12 || Log posterior: -3406.749549734972 || Iter Time:0.011159896850585938 || Total time:20.495765209197998 Iteration: 1898 || Clusters count: 12 || Log posterior: -3357.461117561804 || Iter Time:0.014420032501220703 || Total time:20.51018524169922 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1899 || Clusters count: 12 || Log posterior: -3387.856794454664 || Iter Time:0.011898994445800781 || Total time:20.52208423614502 Iteration: 1900 || Clusters count: 12 || Log posterior: -3342.825649510687 || Iter Time:0.014993906021118164 || Total time:20.537078142166138 Loading and distributing data: 0.000150 seconds (129 allocations: 12.992 KiB) Iteration: 1901 || Clusters count: 12 || Log posterior: -3446.2932172468295 || Iter Time:0.010888099670410156 || Total time:20.547966241836548 Iteration: 1902 || Clusters count: 12 || Log posterior: -3404.6822872146463 || Iter Time:0.014325141906738281 || Total time:20.562291383743286 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 1903 || Clusters count: 12 || Log posterior: -3416.449612850223 || Iter Time:0.040493011474609375 || Total time:20.602784395217896 Iteration: 1904 || Clusters count: 12 || Log posterior: -3388.8744441303543 || Iter Time:0.014395952224731445 || Total time:20.617180347442627 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1905 || Clusters count: 12 || Log posterior: -3384.504728458646 || Iter Time:0.010303020477294922 || Total time:20.627483367919922 Iteration: 1906 || Clusters count: 12 || Log posterior: -3366.433271616562 || Iter Time:0.013978958129882812 || Total time:20.641462326049805 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1907 || Clusters count: 12 || Log posterior: -3392.9577402094365 || Iter Time:0.010277986526489258 || Total time:20.651740312576294 Iteration: 1908 || Clusters count: 12 || Log posterior: -3374.3183900323993 || Iter Time:0.014110088348388672 || Total time:20.665850400924683 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1909 || Clusters count: 12 || Log posterior: -3421.0854279144405 || Iter Time:0.010075092315673828 || Total time:20.675925493240356 Iteration: 1910 || Clusters count: 12 || Log posterior: -3383.749243602406 || Iter Time:0.01444697380065918 || Total time:20.690372467041016 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1911 || Clusters count: 12 || Log posterior: -3362.1065716472754 || Iter Time:0.010766983032226562 || Total time:20.701139450073242 Iteration: 1912 || Clusters count: 12 || Log posterior: -3332.84181845253 || Iter Time:0.015062093734741211 || Total time:20.716201543807983 Loading and distributing data: 0.000156 seconds (129 allocations: 12.992 KiB) Iteration: 1913 || Clusters count: 12 || Log posterior: -3416.147802692584 || Iter Time:0.010681867599487305 || Total time:20.72688341140747 Iteration: 1914 || Clusters count: 12 || Log posterior: -3389.306421095338 || Iter Time:0.013916969299316406 || Total time:20.740800380706787 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1915 || Clusters count: 12 || Log posterior: -3398.501100126238 || Iter Time:0.009872913360595703 || Total time:20.750673294067383 Iteration: 1916 || Clusters count: 12 || Log posterior: -3362.704589775172 || Iter Time:0.014279842376708984 || Total time:20.764953136444092 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1917 || Clusters count: 12 || Log posterior: -3424.7570577326856 || Iter Time:0.010489940643310547 || Total time:20.775443077087402 Iteration: 1918 || Clusters count: 12 || Log posterior: -3392.365973226901 || Iter Time:0.014706134796142578 || Total time:20.790149211883545 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 1919 || Clusters count: 12 || Log posterior: -3433.5275443726564 || Iter Time:0.010902881622314453 || Total time:20.80105209350586 Iteration: 1920 || Clusters count: 12 || Log posterior: -3388.9795786744944 || Iter Time:0.015217065811157227 || Total time:20.816269159317017 Loading and distributing data: 0.000148 seconds (129 allocations: 12.992 KiB) Iteration: 1921 || Clusters count: 12 || Log posterior: -3400.825042315213 || Iter Time:0.01102900505065918 || Total time:20.827298164367676 Iteration: 1922 || Clusters count: 12 || Log posterior: -3362.0551714121552 || Iter Time:0.014105796813964844 || Total time:20.84140396118164 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1923 || Clusters count: 12 || Log posterior: -3377.0789129734544 || Iter Time:0.010538101196289062 || Total time:20.85194206237793 Iteration: 1924 || Clusters count: 12 || Log posterior: -3322.8184031313785 || Iter Time:0.013834953308105469 || Total time:20.865777015686035 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1925 || Clusters count: 12 || Log posterior: -3348.709302229205 || Iter Time:0.0103759765625 || Total time:20.876152992248535 Iteration: 1926 || Clusters count: 12 || Log posterior: -3326.9442028999233 || Iter Time:0.014400005340576172 || Total time:20.89055299758911 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1927 || Clusters count: 12 || Log posterior: -3445.8431595802745 || Iter Time:0.009938955307006836 || Total time:20.900491952896118 Iteration: 1928 || Clusters count: 12 || Log posterior: -3429.0392334283174 || Iter Time:0.014101028442382812 || Total time:20.9145929813385 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1929 || Clusters count: 12 || Log posterior: -3434.0471056215238 || Iter Time:0.009842872619628906 || Total time:20.92443585395813 Iteration: 1930 || Clusters count: 12 || Log posterior: -3410.4313245047406 || Iter Time:0.013966083526611328 || Total time:20.93840193748474 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1931 || Clusters count: 12 || Log posterior: -3427.356071586992 || Iter Time:0.00984811782836914 || Total time:20.94825005531311 Iteration: 1932 || Clusters count: 12 || Log posterior: -3403.0707465723053 || Iter Time:0.013636112213134766 || Total time:20.961886167526245 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1933 || Clusters count: 12 || Log posterior: -3432.823839292214 || Iter Time:0.011605024337768555 || Total time:20.973491191864014 Iteration: 1934 || Clusters count: 12 || Log posterior: -3399.7229478558856 || Iter Time:0.014295101165771484 || Total time:20.987786293029785 Loading and distributing data: 0.000142 seconds (129 allocations: 12.992 KiB) Iteration: 1935 || Clusters count: 12 || Log posterior: -3411.812983967984 || Iter Time:0.014372825622558594 || Total time:21.002159118652344 Iteration: 1936 || Clusters count: 12 || Log posterior: -3373.1174922086648 || Iter Time:0.018802881240844727 || Total time:21.02096199989319 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1937 || Clusters count: 12 || Log posterior: -3390.288224244805 || Iter Time:0.01032400131225586 || Total time:21.031286001205444 Iteration: 1938 || Clusters count: 12 || Log posterior: -3365.905831714108 || Iter Time:0.014703035354614258 || Total time:21.04598903656006 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1939 || Clusters count: 12 || Log posterior: -3375.0837155765566 || Iter Time:0.010804891586303711 || Total time:21.056793928146362 Iteration: 1940 || Clusters count: 12 || Log posterior: -3347.8841206146963 || Iter Time:0.013695001602172852 || Total time:21.070488929748535 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1941 || Clusters count: 12 || Log posterior: -3389.3009184651173 || Iter Time:0.010668039321899414 || Total time:21.081156969070435 Iteration: 1942 || Clusters count: 12 || Log posterior: -3368.8028120274566 || Iter Time:0.014080047607421875 || Total time:21.095237016677856 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1943 || Clusters count: 12 || Log posterior: -3375.5825669474184 || Iter Time:0.010439872741699219 || Total time:21.105676889419556 Iteration: 1944 || Clusters count: 12 || Log posterior: -3351.1577683910946 || Iter Time:0.013833999633789062 || Total time:21.119510889053345 Loading and distributing data: 0.000114 seconds (129 allocations: 12.992 KiB) Iteration: 1945 || Clusters count: 12 || Log posterior: -3409.3331098585177 || Iter Time:0.010145187377929688 || Total time:21.129656076431274 Iteration: 1946 || Clusters count: 12 || Log posterior: -3385.7994869541867 || Iter Time:0.014102935791015625 || Total time:21.14375901222229 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1947 || Clusters count: 12 || Log posterior: -3397.6479845733206 || Iter Time:0.01005697250366211 || Total time:21.153815984725952 Iteration: 1948 || Clusters count: 12 || Log posterior: -3362.317064336794 || Iter Time:0.013957977294921875 || Total time:21.167773962020874 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1949 || Clusters count: 12 || Log posterior: -3350.118413003468 || Iter Time:0.01021885871887207 || Total time:21.177992820739746 Iteration: 1950 || Clusters count: 12 || Log posterior: -3335.324982503158 || Iter Time:0.013890981674194336 || Total time:21.19188380241394 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1951 || Clusters count: 12 || Log posterior: -3366.8881845711685 || Iter Time:0.010746002197265625 || Total time:21.202629804611206 Iteration: 1952 || Clusters count: 12 || Log posterior: -3343.0995137012987 || Iter Time:0.013960123062133789 || Total time:21.21658992767334 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1953 || Clusters count: 12 || Log posterior: -3363.020488505626 || Iter Time:0.011073827743530273 || Total time:21.22766375541687 Iteration: 1954 || Clusters count: 12 || Log posterior: -3321.3123178240876 || Iter Time:0.013679027557373047 || Total time:21.241342782974243 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1955 || Clusters count: 12 || Log posterior: -3397.7049166908123 || Iter Time:0.01067805290222168 || Total time:21.252020835876465 Iteration: 1956 || Clusters count: 12 || Log posterior: -3369.0884491356437 || Iter Time:0.04344797134399414 || Total time:21.29546880722046 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1957 || Clusters count: 12 || Log posterior: -3396.9293415632533 || Iter Time:0.009910821914672852 || Total time:21.305379629135132 Iteration: 1958 || Clusters count: 12 || Log posterior: -3378.4129472596 || Iter Time:0.014693975448608398 || Total time:21.32007360458374 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1959 || Clusters count: 12 || Log posterior: -3425.5916792611497 || Iter Time:0.010065078735351562 || Total time:21.330138683319092 Iteration: 1960 || Clusters count: 12 || Log posterior: -3401.0937469410983 || Iter Time:0.014667034149169922 || Total time:21.34480571746826 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1961 || Clusters count: 12 || Log posterior: -3431.053760174707 || Iter Time:0.010867834091186523 || Total time:21.35567355155945 Iteration: 1962 || Clusters count: 12 || Log posterior: -3413.6648455952973 || Iter Time:0.014509201049804688 || Total time:21.370182752609253 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1963 || Clusters count: 13 || Log posterior: -3397.1330700876715 || Iter Time:0.011483907699584961 || Total time:21.381666660308838 Iteration: 1964 || Clusters count: 12 || Log posterior: -3341.208518200445 || Iter Time:0.014590024948120117 || Total time:21.396256685256958 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1965 || Clusters count: 12 || Log posterior: -3381.9086764249405 || Iter Time:0.010223150253295898 || Total time:21.406479835510254 Iteration: 1966 || Clusters count: 12 || Log posterior: -3363.8367078730703 || Iter Time:0.013375043869018555 || Total time:21.419854879379272 Loading and distributing data: 0.000109 seconds (129 allocations: 12.992 KiB) Iteration: 1967 || Clusters count: 12 || Log posterior: -3406.6367192419384 || Iter Time:0.010426044464111328 || Total time:21.430280923843384 Iteration: 1968 || Clusters count: 12 || Log posterior: -3364.635397644835 || Iter Time:0.014137983322143555 || Total time:21.444418907165527 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1969 || Clusters count: 12 || Log posterior: -3384.200127249456 || Iter Time:0.010575056076049805 || Total time:21.454993963241577 Iteration: 1970 || Clusters count: 12 || Log posterior: -3360.53491306531 || Iter Time:0.014178991317749023 || Total time:21.469172954559326 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1971 || Clusters count: 12 || Log posterior: -3378.5490762233376 || Iter Time:0.010474920272827148 || Total time:21.479647874832153 Iteration: 1972 || Clusters count: 12 || Log posterior: -3347.2868990670245 || Iter Time:0.013384819030761719 || Total time:21.493032693862915 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1973 || Clusters count: 12 || Log posterior: -3404.906927099424 || Iter Time:0.009698152542114258 || Total time:21.50273084640503 Iteration: 1974 || Clusters count: 12 || Log posterior: -3367.8117471571018 || Iter Time:0.013550043106079102 || Total time:21.51628088951111 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1975 || Clusters count: 12 || Log posterior: -3407.4615152570186 || Iter Time:0.010174989700317383 || Total time:21.526455879211426 Iteration: 1976 || Clusters count: 12 || Log posterior: -3376.833555909364 || Iter Time:0.01403188705444336 || Total time:21.54048776626587 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1977 || Clusters count: 12 || Log posterior: -3409.1355422681067 || Iter Time:0.009975910186767578 || Total time:21.550463676452637 Iteration: 1978 || Clusters count: 12 || Log posterior: -3378.5632504427153 || Iter Time:0.01385188102722168 || Total time:21.56431555747986 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1979 || Clusters count: 12 || Log posterior: -3374.139343837493 || Iter Time:0.010157108306884766 || Total time:21.574472665786743 Iteration: 1980 || Clusters count: 12 || Log posterior: -3335.9924279497177 || Iter Time:0.013669967651367188 || Total time:21.58814263343811 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1981 || Clusters count: 13 || Log posterior: -3368.8145190820987 || Iter Time:0.010974884033203125 || Total time:21.599117517471313 Iteration: 1982 || Clusters count: 12 || Log posterior: -3328.6713310742794 || Iter Time:0.015568971633911133 || Total time:21.614686489105225 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1983 || Clusters count: 12 || Log posterior: -3384.252568791404 || Iter Time:0.00996088981628418 || Total time:21.62464737892151 Iteration: 1984 || Clusters count: 12 || Log posterior: -3354.729408220877 || Iter Time:0.01447606086730957 || Total time:21.63912343978882 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1985 || Clusters count: 12 || Log posterior: -3357.92040217557 || Iter Time:0.010066032409667969 || Total time:21.649189472198486 Iteration: 1986 || Clusters count: 12 || Log posterior: -3339.175157581445 || Iter Time:0.01442098617553711 || Total time:21.663610458374023 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 1987 || Clusters count: 12 || Log posterior: -3366.5310020795405 || Iter Time:0.010332107543945312 || Total time:21.67394256591797 Iteration: 1988 || Clusters count: 12 || Log posterior: -3346.659519915947 || Iter Time:0.01410818099975586 || Total time:21.688050746917725 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1989 || Clusters count: 12 || Log posterior: -3358.7354333271637 || Iter Time:0.010242938995361328 || Total time:21.698293685913086 Iteration: 1990 || Clusters count: 12 || Log posterior: -3340.9061424393904 || Iter Time:0.013812065124511719 || Total time:21.712105751037598 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1991 || Clusters count: 12 || Log posterior: -3333.588260834852 || Iter Time:0.010438919067382812 || Total time:21.72254467010498 Iteration: 1992 || Clusters count: 12 || Log posterior: -3311.3886314477095 || Iter Time:0.014074087142944336 || Total time:21.736618757247925 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1993 || Clusters count: 12 || Log posterior: -3379.2125579919325 || Iter Time:0.01066899299621582 || Total time:21.74728775024414 Iteration: 1994 || Clusters count: 12 || Log posterior: -3329.826342847696 || Iter Time:0.014067888259887695 || Total time:21.76135563850403 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1995 || Clusters count: 12 || Log posterior: -3378.7983759738727 || Iter Time:0.010271072387695312 || Total time:21.771626710891724 Iteration: 1996 || Clusters count: 12 || Log posterior: -3355.8088137361797 || Iter Time:0.01396799087524414 || Total time:21.785594701766968 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1997 || Clusters count: 12 || Log posterior: -3398.5942578793497 || Iter Time:0.010303974151611328 || Total time:21.79589867591858 Iteration: 1998 || Clusters count: 12 || Log posterior: -3369.315678521675 || Iter Time:0.014009952545166016 || Total time:21.809908628463745 Loading and distributing data: 0.000144 seconds (129 allocations: 12.992 KiB) Iteration: 1999 || Clusters count: 12 || Log posterior: -3402.5373991390397 || Iter Time:0.010410785675048828 || Total time:21.820319414138794 Iteration: 2000 || Clusters count: 12 || Log posterior: -3376.8372029254792 || Iter Time:0.014833211898803711 || Total time:21.835152626037598 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 2001 || Clusters count: 12 || Log posterior: -3419.9511618160745 || Iter Time:0.010589838027954102 || Total time:21.84574246406555 Iteration: 2002 || Clusters count: 12 || Log posterior: -3382.460310483305 || Iter Time:0.014952898025512695 || Total time:21.860695362091064 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 2003 || Clusters count: 12 || Log posterior: -3379.8207888852044 || Iter Time:0.010796070098876953 || Total time:21.87149143218994 Iteration: 2004 || Clusters count: 12 || Log posterior: -3323.423997805273 || Iter Time:0.01441502571105957 || Total time:21.885906457901 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 2005 || Clusters count: 12 || Log posterior: -3356.2652685538123 || Iter Time:0.01117706298828125 || Total time:21.897083520889282 Iteration: 2006 || Clusters count: 12 || Log posterior: -3322.8391087565083 || Iter Time:0.015050888061523438 || Total time:21.912134408950806 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 2007 || Clusters count: 12 || Log posterior: -3383.826293021086 || Iter Time:0.01102900505065918 || Total time:21.923163414001465 Iteration: 2008 || Clusters count: 12 || Log posterior: -3357.184049867895 || Iter Time:0.015606164932250977 || Total time:21.938769578933716 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 2009 || Clusters count: 12 || Log posterior: -3373.8634166361953 || Iter Time:0.04129910469055176 || Total time:21.980068683624268 Iteration: 2010 || Clusters count: 12 || Log posterior: -3364.7304267539744 || Iter Time:0.014173030853271484 || Total time:21.99424171447754 Loading and distributing data: 0.000157 seconds (129 allocations: 12.992 KiB) Iteration: 2011 || Clusters count: 12 || Log posterior: -3411.6596294630826 || Iter Time:0.010715961456298828 || Total time:22.004957675933838 Iteration: 2012 || Clusters count: 12 || Log posterior: -3386.890705348435 || Iter Time:0.014242887496948242 || Total time:22.019200563430786 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 2013 || Clusters count: 12 || Log posterior: -3399.896955450385 || Iter Time:0.01059103012084961 || Total time:22.029791593551636 Iteration: 2014 || Clusters count: 12 || Log posterior: -3369.556478906742 || Iter Time:0.014951944351196289 || Total time:22.044743537902832 Loading and distributing data: 0.000145 seconds (129 allocations: 12.992 KiB) Iteration: 2015 || Clusters count: 12 || Log posterior: -3366.0069173129177 || Iter Time:0.010761022567749023 || Total time:22.05550456047058 Iteration: 2016 || Clusters count: 12 || Log posterior: -3356.5105363587118 || Iter Time:0.014200925827026367 || Total time:22.069705486297607 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 2017 || Clusters count: 12 || Log posterior: -3375.8038304846955 || Iter Time:0.010258913040161133 || Total time:22.07996439933777 Iteration: 2018 || Clusters count: 12 || Log posterior: -3340.5387950156155 || Iter Time:0.014883995056152344 || Total time:22.09484839439392 Loading and distributing data: 0.000151 seconds (129 allocations: 12.992 KiB) Iteration: 2019 || Clusters count: 12 || Log posterior: -3387.3538535397256 || Iter Time:0.011281013488769531 || Total time:22.10612940788269 Iteration: 2020 || Clusters count: 12 || Log posterior: -3343.964668055619 || Iter Time:0.013934135437011719 || Total time:22.120063543319702 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 2021 || Clusters count: 12 || Log posterior: -3373.635355533299 || Iter Time:0.010051965713500977 || Total time:22.130115509033203 Iteration: 2022 || Clusters count: 12 || Log posterior: -3355.4758117626243 || Iter Time:0.014235973358154297 || Total time:22.144351482391357 Loading and distributing data: 0.000154 seconds (129 allocations: 12.992 KiB) Iteration: 2023 || Clusters count: 12 || Log posterior: -3394.2302299757084 || Iter Time:0.009850025177001953 || Total time:22.15420150756836 Iteration: 2024 || Clusters count: 12 || Log posterior: -3373.7883452013666 || Iter Time:0.013784170150756836 || Total time:22.167985677719116 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 2025 || Clusters count: 12 || Log posterior: -3391.5737774663617 || Iter Time:0.009790897369384766 || Total time:22.1777765750885 Iteration: 2026 || Clusters count: 12 || Log posterior: -3349.4313642519614 || Iter Time:0.014394998550415039 || Total time:22.192171573638916 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 2027 || Clusters count: 12 || Log posterior: -3368.6169227703613 || Iter Time:0.009890079498291016 || Total time:22.202061653137207 Iteration: 2028 || Clusters count: 12 || Log posterior: -3339.011930189421 || Iter Time:0.014062881469726562 || Total time:22.216124534606934 Avg NMI: 0.7349405016774571 Full NMI: 0.6875649928812047 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m09.6s Testing DPMMSubClustersStreaming tests passed Testing completed after 187.62s PkgEval succeeded after 895.25s