Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.140 (fac1ce7906*) started at 2025-03-02T12:25:17.222 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 7.49s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.1 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.20 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.117 [ffbed154] + DocStringExtensions v0.9.3 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 ⌅ [d9f16b24] + Functors v0.4.12 [34004b35] + HypergeometricFunctions v0.3.27 [18e54dd8] + IntegerMathUtils v0.1.2 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.64 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.15 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.21 [bac558e1] + OrderedCollections v1.8.0 [90014a1f] + PDMats v0.11.32 [aea7be01] + PrecompileTools v1.2.1 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.6 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.3.2 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.12.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.11.1+1 [e37daf67] + LibGit2_jll v1.9.0+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2024.12.31 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.0.16+0 [bea87d4a] + SuiteSparse_jll v7.8.3+2 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.12.0+0 [8e850ede] + nghttp2_jll v1.64.0+1 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 3.24s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 167.02s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_H1KV9t/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.117 [ec8451be] KernelFunctions v0.10.64 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_H1KV9t/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.1 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.20 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.117 [ffbed154] DocStringExtensions v0.9.3 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 ⌅ [d9f16b24] Functors v0.4.12 [34004b35] HypergeometricFunctions v0.3.27 [18e54dd8] IntegerMathUtils v0.1.2 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.64 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.15 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.21 [bac558e1] OrderedCollections v1.8.0 [90014a1f] PDMats v0.11.32 [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.6 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.3.2 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.12.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.11.1+1 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2024.12.31 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.0.16+0 [bea87d4a] SuiteSparse_jll v7.8.3+2 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.12.0+0 [8e850ede] nghttp2_jll v1.64.0+1 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.570833 seconds (1.02 M allocations: 60.630 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233013.13173629093 || Iter Time:19.24004101753235 || Total time:19.24004101753235 Iteration: 1 || Clusters count: 1 || Log posterior: -233013.13173629093 || Iter Time:0.004002094268798828 || Total time:19.244043111801147 Iteration: 2 || Clusters count: 1 || Log posterior: -233013.13173629093 || Iter Time:0.003651857376098633 || Total time:19.247694969177246 Iteration: 3 || Clusters count: 1 || Log posterior: -233013.13173629093 || Iter Time:0.003590106964111328 || Total time:19.251285076141357 Iteration: 4 || Clusters count: 1 || Log posterior: -233013.13173629093 || Iter Time:0.0036818981170654297 || Total time:19.254966974258423 Iteration: 5 || Clusters count: 1 || Log posterior: -233013.13173629093 || Iter Time:0.04860115051269531 || Total time:19.303568124771118 Iteration: 6 || Clusters count: 1 || Log posterior: -233013.13173629093 || Iter Time:0.003628969192504883 || Total time:19.307197093963623 Iteration: 7 || Clusters count: 1 || Log posterior: -233013.13173629093 || Iter Time:0.0035791397094726562 || Total time:19.310776233673096 Iteration: 8 || Clusters count: 1 || Log posterior: -233013.13173629093 || Iter Time:0.0035691261291503906 || Total time:19.314345359802246 Iteration: 9 || Clusters count: 1 || Log posterior: -233013.13173629093 || Iter Time:0.003509044647216797 || Total time:19.317854404449463 Iteration: 10 || Clusters count: 1 || Log posterior: -233013.13173629093 || Iter Time:0.0034770965576171875 || Total time:19.32133150100708 Iteration: 11 || Clusters count: 1 || Log posterior: -233013.13173629093 || Iter Time:0.0036339759826660156 || Total time:19.324965476989746 Iteration: 12 || Clusters count: 1 || Log posterior: -233013.13173629093 || Iter Time:0.0036230087280273438 || Total time:19.328588485717773 Iteration: 13 || Clusters count: 2 || Log posterior: -232599.1349194955 || Iter Time:2.7358181476593018 || Total time:22.064406633377075 Iteration: 14 || Clusters count: 2 || Log posterior: -232587.94678765646 || Iter Time:0.012367010116577148 || Total time:22.076773643493652 Iteration: 15 || Clusters count: 2 || Log posterior: -232578.54835015646 || Iter Time:0.0038688182830810547 || Total time:22.080642461776733 Iteration: 16 || Clusters count: 2 || Log posterior: -232598.1190537741 || Iter Time:0.003873109817504883 || Total time:22.08451557159424 Iteration: 17 || Clusters count: 2 || Log posterior: -232569.6739819955 || Iter Time:0.003757953643798828 || Total time:22.088273525238037 Iteration: 18 || Clusters count: 2 || Log posterior: -232596.82104721313 || Iter Time:0.0037670135498046875 || Total time:22.092040538787842 Iteration: 19 || Clusters count: 2 || Log posterior: -232583.80339640166 || Iter Time:0.0037908554077148438 || Total time:22.095831394195557 Iteration: 20 || Clusters count: 2 || Log posterior: -232498.83379476645 || Iter Time:1.5865130424499512 || Total time:23.682344436645508 Loading and distributing data: 0.000685 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232627.55133216167 || Iter Time:0.026246070861816406 || Total time:23.708590507507324 Iteration: 22 || Clusters count: 2 || Log posterior: -232570.17755095914 || Iter Time:0.00397491455078125 || Total time:23.712565422058105 Iteration: 23 || Clusters count: 2 || Log posterior: -232574.00306508673 || Iter Time:0.003951072692871094 || Total time:23.716516494750977 Iteration: 24 || Clusters count: 2 || Log posterior: -232527.3874476071 || Iter Time:0.03700613975524902 || Total time:23.753522634506226 Iteration: 25 || Clusters count: 2 || Log posterior: -232541.5502667242 || Iter Time:0.003879070281982422 || Total time:23.757401704788208 Iteration: 26 || Clusters count: 2 || Log posterior: -232528.90107506368 || Iter Time:0.003798961639404297 || Total time:23.761200666427612 Iteration: 27 || Clusters count: 2 || Log posterior: -232519.4275008834 || Iter Time:0.0038509368896484375 || Total time:23.76505160331726 Iteration: 28 || Clusters count: 3 || Log posterior: -232192.039062897 || Iter Time:0.004927158355712891 || Total time:23.769978761672974 Iteration: 29 || Clusters count: 3 || Log posterior: -232125.78866536112 || Iter Time:0.004103899002075195 || Total time:23.77408266067505 Iteration: 30 || Clusters count: 3 || Log posterior: -232103.09884374824 || Iter Time:0.004006862640380859 || Total time:23.77808952331543 Iteration: 31 || Clusters count: 3 || Log posterior: -232066.99996524362 || Iter Time:0.004019975662231445 || Total time:23.78210949897766 Iteration: 32 || Clusters count: 3 || Log posterior: -232065.72006295732 || Iter Time:0.003968954086303711 || Total time:23.786078453063965 Iteration: 33 || Clusters count: 3 || Log posterior: -232054.21015050594 || Iter Time:0.0040128231048583984 || Total time:23.790091276168823 Iteration: 34 || Clusters count: 3 || Log posterior: -232003.42034602957 || Iter Time:0.004090070724487305 || Total time:23.79418134689331 Iteration: 35 || Clusters count: 3 || Log posterior: -232010.44421232853 || Iter Time:0.003994941711425781 || Total time:23.798176288604736 Iteration: 36 || Clusters count: 3 || Log posterior: -231967.40221739234 || Iter Time:0.003962993621826172 || Total time:23.802139282226562 Iteration: 37 || Clusters count: 3 || Log posterior: -231953.067775133 || Iter Time:0.003933906555175781 || Total time:23.80607318878174 Iteration: 38 || Clusters count: 3 || Log posterior: -231945.54686593317 || Iter Time:0.0040400028228759766 || Total time:23.810113191604614 Iteration: 39 || Clusters count: 3 || Log posterior: -231942.81276451822 || Iter Time:0.004040956497192383 || Total time:23.814154148101807 Iteration: 40 || Clusters count: 3 || Log posterior: -231938.78570836328 || Iter Time:0.003914833068847656 || Total time:23.818068981170654 Iteration: 41 || Clusters count: 3 || Log posterior: -231879.44769481453 || Iter Time:0.00392603874206543 || Total time:23.82199501991272 Loading and distributing data: 0.000591 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262131.41973684853 || Iter Time:0.005424976348876953 || Total time:23.827419996261597 Iteration: 43 || Clusters count: 4 || Log posterior: -261522.82478517626 || Iter Time:0.009810924530029297 || Total time:23.837230920791626 Iteration: 44 || Clusters count: 4 || Log posterior: -261402.51633157695 || Iter Time:0.005166053771972656 || Total time:23.8423969745636 Iteration: 45 || Clusters count: 4 || Log posterior: -261409.09896589178 || Iter Time:0.004542112350463867 || Total time:23.846939086914062 Iteration: 46 || Clusters count: 4 || Log posterior: -261410.3652094529 || Iter Time:0.0042269229888916016 || Total time:23.851166009902954 Iteration: 47 || Clusters count: 4 || Log posterior: -261402.41306210187 || Iter Time:0.02809000015258789 || Total time:23.879256010055542 Iteration: 48 || Clusters count: 4 || Log posterior: -261397.0798938848 || Iter Time:0.0042841434478759766 || Total time:23.883540153503418 Iteration: 49 || Clusters count: 4 || Log posterior: -261407.4461227663 || Iter Time:0.004305124282836914 || Total time:23.887845277786255 Iteration: 50 || Clusters count: 4 || Log posterior: -261393.17404163245 || Iter Time:0.0044820308685302734 || Total time:23.892327308654785 Iteration: 51 || Clusters count: 4 || Log posterior: -261398.46620271303 || Iter Time:0.004508018493652344 || Total time:23.896835327148438 Iteration: 52 || Clusters count: 5 || Log posterior: -260976.55580770524 || Iter Time:0.005269050598144531 || Total time:23.902104377746582 Iteration: 53 || Clusters count: 5 || Log posterior: -260899.38659381648 || Iter Time:0.00450587272644043 || Total time:23.906610250473022 Iteration: 54 || Clusters count: 5 || Log posterior: -260905.60480314028 || Iter Time:0.004430055618286133 || Total time:23.91104030609131 Iteration: 55 || Clusters count: 5 || Log posterior: -260925.0071472611 || Iter Time:0.004472017288208008 || Total time:23.915512323379517 Iteration: 56 || Clusters count: 6 || Log posterior: -260423.7943782079 || Iter Time:0.005760908126831055 || Total time:23.921273231506348 Iteration: 57 || Clusters count: 6 || Log posterior: -260398.95182814018 || Iter Time:0.004670143127441406 || Total time:23.92594337463379 Iteration: 58 || Clusters count: 6 || Log posterior: -260366.19542470502 || Iter Time:0.7880849838256836 || Total time:24.714028358459473 Iteration: 59 || Clusters count: 6 || Log posterior: -260370.0663094403 || Iter Time:0.005066871643066406 || Total time:24.71909523010254 Iteration: 60 || Clusters count: 6 || Log posterior: -260352.94110973153 || Iter Time:0.0048978328704833984 || Total time:24.723993062973022 Iteration: 61 || Clusters count: 6 || Log posterior: -260385.2217323406 || Iter Time:0.004804849624633789 || Total time:24.728797912597656 Iteration: 62 || Clusters count: 6 || Log posterior: -260326.32748491678 || Iter Time:0.004667997360229492 || Total time:24.733465909957886 Loading and distributing data: 0.000551 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 7 || Log posterior: -259953.28298016902 || Iter Time:0.005447864532470703 || Total time:24.738913774490356 Iteration: 64 || Clusters count: 7 || Log posterior: -259928.68716015771 || Iter Time:0.020231962203979492 || Total time:24.759145736694336 Iteration: 65 || Clusters count: 7 || Log posterior: -259888.33353838936 || Iter Time:0.0050427913665771484 || Total time:24.764188528060913 Iteration: 66 || Clusters count: 7 || Log posterior: -259917.2628200824 || Iter Time:0.005040168762207031 || Total time:24.76922869682312 Iteration: 67 || Clusters count: 8 || Log posterior: -259697.33185375537 || Iter Time:0.0058100223541259766 || Total time:24.775038719177246 Iteration: 68 || Clusters count: 8 || Log posterior: -259597.249174894 || Iter Time:0.005370140075683594 || Total time:24.78040885925293 Iteration: 69 || Clusters count: 8 || Log posterior: -259597.71311400746 || Iter Time:0.0054111480712890625 || Total time:24.78582000732422 Iteration: 70 || Clusters count: 8 || Log posterior: -259590.09447455712 || Iter Time:0.00530695915222168 || Total time:24.79112696647644 Iteration: 71 || Clusters count: 10 || Log posterior: -258769.0122813266 || Iter Time:0.007053852081298828 || Total time:24.79818081855774 Iteration: 72 || Clusters count: 10 || Log posterior: -258634.11150333146 || Iter Time:0.005760908126831055 || Total time:24.80394172668457 Iteration: 73 || Clusters count: 10 || Log posterior: -258608.41417309947 || Iter Time:0.005856990814208984 || Total time:24.80979871749878 Iteration: 74 || Clusters count: 10 || Log posterior: -258588.46468337637 || Iter Time:0.0057179927825927734 || Total time:24.815516710281372 Iteration: 75 || Clusters count: 10 || Log posterior: -258598.45874060583 || Iter Time:0.0057408809661865234 || Total time:24.82125759124756 Iteration: 76 || Clusters count: 10 || Log posterior: -258606.8043508294 || Iter Time:0.005691051483154297 || Total time:24.826948642730713 Iteration: 77 || Clusters count: 10 || Log posterior: -258582.0424778993 || Iter Time:0.016284942626953125 || Total time:24.843233585357666 Iteration: 78 || Clusters count: 10 || Log posterior: -258585.9229034016 || Iter Time:0.0058841705322265625 || Total time:24.849117755889893 Iteration: 79 || Clusters count: 10 || Log posterior: -258602.0117780823 || Iter Time:0.005877017974853516 || Total time:24.854994773864746 Iteration: 80 || Clusters count: 10 || Log posterior: -258602.0050871177 || Iter Time:0.005979061126708984 || Total time:24.860973834991455 Iteration: 81 || Clusters count: 10 || Log posterior: -258590.35932460555 || Iter Time:0.005877971649169922 || Total time:24.866851806640625 Iteration: 82 || Clusters count: 10 || Log posterior: -258601.73344613196 || Iter Time:0.006227016448974609 || Total time:24.8730788230896 Iteration: 83 || Clusters count: 10 || Log posterior: -258556.9414817131 || Iter Time:0.005860090255737305 || Total time:24.878938913345337 Loading and distributing data: 0.000541 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 10 || Log posterior: -258730.67921412236 || Iter Time:0.006349086761474609 || Total time:24.88528800010681 Iteration: 85 || Clusters count: 10 || Log posterior: -258652.83289365403 || Iter Time:0.006398916244506836 || Total time:24.89168691635132 Iteration: 86 || Clusters count: 13 || Log posterior: -257571.6232506961 || Iter Time:0.01180720329284668 || Total time:24.903494119644165 Iteration: 87 || Clusters count: 14 || Log posterior: -256817.85525575114 || Iter Time:0.019315004348754883 || Total time:24.92280912399292 Iteration: 88 || Clusters count: 14 || Log posterior: -256721.33547634017 || Iter Time:0.007308006286621094 || Total time:24.93011713027954 Iteration: 89 || Clusters count: 14 || Log posterior: -256711.8412786951 || Iter Time:0.0072400569915771484 || Total time:24.937357187271118 Iteration: 90 || Clusters count: 14 || Log posterior: -256702.29680826433 || Iter Time:0.007296085357666016 || Total time:24.944653272628784 Iteration: 91 || Clusters count: 14 || Log posterior: -256683.8137660526 || Iter Time:0.0072879791259765625 || Total time:24.95194125175476 Iteration: 92 || Clusters count: 14 || Log posterior: -256698.73120498157 || Iter Time:0.010152816772460938 || Total time:24.96209406852722 Iteration: 93 || Clusters count: 14 || Log posterior: -256681.7115477759 || Iter Time:0.0075800418853759766 || Total time:24.969674110412598 Iteration: 94 || Clusters count: 14 || Log posterior: -256685.5653210515 || Iter Time:0.007337808609008789 || Total time:24.977011919021606 Iteration: 95 || Clusters count: 14 || Log posterior: -256673.0575360531 || Iter Time:0.007361888885498047 || Total time:24.984373807907104 Iteration: 96 || Clusters count: 14 || Log posterior: -256670.1387196441 || Iter Time:0.007412910461425781 || Total time:24.99178671836853 Iteration: 97 || Clusters count: 14 || Log posterior: -256670.5358093908 || Iter Time:0.010231971740722656 || Total time:25.002018690109253 Iteration: 98 || Clusters count: 14 || Log posterior: -256685.4516269031 || Iter Time:0.007779836654663086 || Total time:25.009798526763916 Iteration: 99 || Clusters count: 14 || Log posterior: -256673.8151345721 || Iter Time:0.0075130462646484375 || Total time:25.017311573028564 Iteration: 100 || Clusters count: 14 || Log posterior: -256679.2296180316 || Iter Time:0.007624149322509766 || Total time:25.024935722351074 Iteration: 101 || Clusters count: 14 || Log posterior: -256687.36049711463 || Iter Time:0.009165048599243164 || Total time:25.034100770950317 Iteration: 102 || Clusters count: 14 || Log posterior: -256677.21608181688 || Iter Time:0.012430191040039062 || Total time:25.046530961990356 Iteration: 103 || Clusters count: 14 || Log posterior: -256666.45336792778 || Iter Time:0.010138988494873047 || Total time:25.05666995048523 Iteration: 104 || Clusters count: 14 || Log posterior: -256640.65484670547 || Iter Time:0.009379148483276367 || Total time:25.066049098968506 Loading and distributing data: 0.000548 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 17 || Log posterior: -255679.07698925506 || Iter Time:0.01040196418762207 || Total time:25.076451063156128 Iteration: 106 || Clusters count: 18 || Log posterior: -255099.77872649065 || Iter Time:0.013338088989257812 || Total time:25.089789152145386 Iteration: 107 || Clusters count: 18 || Log posterior: -255065.32949355818 || Iter Time:0.009762048721313477 || Total time:25.0995512008667 Iteration: 108 || Clusters count: 18 || Log posterior: -255054.4789417745 || Iter Time:0.009567022323608398 || Total time:25.109118223190308 Iteration: 109 || Clusters count: 18 || Log posterior: -255043.68501869813 || Iter Time:0.012340068817138672 || Total 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-254573.39921018376 || Iter Time:0.018021106719970703 || Total time:25.589122772216797 Iteration: 145 || Clusters count: 19 || Log posterior: -254569.38621063775 || Iter Time:0.015588045120239258 || Total time:25.604710817337036 Iteration: 146 || Clusters count: 19 || Log posterior: -254569.38621063775 || Iter Time:0.0142059326171875 || Total time:25.618916749954224 Loading and distributing data: 0.000597 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -254323.0396975894 || Iter Time:0.01856088638305664 || Total time:25.63747763633728 Iteration: 148 || Clusters count: 20 || Log posterior: -254265.4895676188 || Iter Time:0.016068220138549805 || Total time:25.65354585647583 Iteration: 149 || Clusters count: 20 || Log posterior: -254254.58927554986 || Iter Time:0.01476907730102539 || Total time:25.668314933776855 Iteration: 150 || Clusters count: 20 || Log posterior: -254254.38933043246 || Iter Time:0.017568111419677734 || Total 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-253972.67226065462 || Iter Time:0.019701004028320312 || Total time:26.102320909500122 Iteration: 172 || Clusters count: 20 || Log posterior: -253973.1402999486 || Iter Time:0.016463041305541992 || Total time:26.118783950805664 Iteration: 173 || Clusters count: 20 || Log posterior: -253973.74847127506 || Iter Time:0.019346952438354492 || Total time:26.13813090324402 Iteration: 174 || Clusters count: 20 || Log posterior: -253973.74847127506 || Iter Time:0.016720056533813477 || Total time:26.154850959777832 Iteration: 175 || Clusters count: 20 || Log posterior: -253971.48339595072 || Iter Time:0.016353130340576172 || Total time:26.171204090118408 Iteration: 176 || Clusters count: 20 || Log posterior: -253973.391433567 || Iter Time:0.01926422119140625 || Total time:26.190468311309814 Iteration: 177 || Clusters count: 20 || Log posterior: -253974.80840285376 || Iter Time:0.016224145889282227 || Total time:26.206692457199097 Iteration: 178 || Clusters count: 20 || Log posterior: -253971.97561256873 || Iter Time:0.019040822982788086 || Total time:26.225733280181885 Iteration: 179 || Clusters count: 20 || Log posterior: -253971.97561256873 || Iter Time:0.01691579818725586 || Total time:26.24264907836914 Iteration: 180 || Clusters count: 20 || Log posterior: -253970.35063039092 || Iter Time:0.01617121696472168 || Total time:26.258820295333862 Iteration: 181 || Clusters count: 20 || Log posterior: -253970.76892509116 || Iter Time:0.019298076629638672 || Total time:26.2781183719635 Iteration: 182 || Clusters count: 20 || Log posterior: -253971.37709641762 || Iter Time:0.016772031784057617 || Total time:26.29489040374756 Iteration: 183 || Clusters count: 20 || Log posterior: -253972.57450105113 || Iter Time:0.01622486114501953 || Total time:26.311115264892578 Iteration: 184 || Clusters count: 20 || Log posterior: -253975.09310781443 || Iter Time:0.019228219985961914 || Total time:26.33034348487854 Iteration: 185 || Clusters count: 20 || Log posterior: -253970.7008996971 || Iter Time:0.015990018844604492 || Total time:26.346333503723145 Iteration: 186 || Clusters count: 20 || Log posterior: -253973.31110751576 || Iter Time:0.01873612403869629 || Total time:26.36506962776184 Iteration: 187 || Clusters count: 20 || Log posterior: -253976.08340693402 || Iter Time:0.01621103286743164 || Total time:26.381280660629272 Iteration: 188 || Clusters count: 20 || Log posterior: -253971.48339595072 || Iter Time:0.014859914779663086 || Total time:26.396140575408936 Loading and distributing data: 0.000606 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254078.89340994167 || Iter Time:0.01882004737854004 || Total time:26.414960622787476 Iteration: 190 || Clusters count: 20 || Log posterior: -254043.70876051683 || Iter Time:0.01464700698852539 || Total time:26.429607629776 Iteration: 191 || Clusters count: 20 || Log posterior: -254053.2839413627 || Iter Time:0.017109155654907227 || Total time:26.446716785430908 Iteration: 192 || Clusters count: 20 || Log posterior: -254038.45691063697 || Iter Time:0.014669179916381836 || Total time:26.46138596534729 Iteration: 193 || Clusters count: 20 || Log posterior: -254039.54104820357 || Iter Time:0.014541149139404297 || Total time:26.475927114486694 Iteration: 194 || Clusters count: 20 || Log posterior: -254038.16596886894 || Iter Time:0.017518043518066406 || Total time:26.49344515800476 Iteration: 195 || Clusters count: 20 || Log posterior: -254038.16596886894 || Iter Time:0.014712095260620117 || Total time:26.50815725326538 Iteration: 196 || Clusters count: 20 || Log posterior: -254038.79301845937 || Iter Time:0.014590024948120117 || Total time:26.5227472782135 Iteration: 197 || Clusters count: 20 || Log posterior: -254046.89725366034 || Iter Time:0.017590999603271484 || Total time:26.540338277816772 Iteration: 198 || Clusters count: 20 || Log posterior: -254041.59746694673 || Iter Time:0.014380931854248047 || Total time:26.55471920967102 Iteration: 199 || Clusters count: 20 || Log posterior: -254039.0145284562 || Iter Time:0.01815485954284668 || Total time:26.572874069213867 Iteration: 200 || Clusters count: 20 || Log posterior: -254039.0145284562 || Iter Time:0.014760971069335938 || Total time:26.587635040283203 Iteration: 201 || Clusters count: 20 || Log posterior: -254042.72178218243 || Iter Time:0.014554977416992188 || Total time:26.602190017700195 Iteration: 202 || Clusters count: 20 || Log posterior: -254046.69630433884 || Iter Time:0.017282962799072266 || Total time:26.619472980499268 Iteration: 203 || Clusters count: 20 || Log posterior: -254045.3088387717 || Iter Time:0.014976024627685547 || Total time:26.634449005126953 Iteration: 204 || Clusters count: 20 || Log posterior: -254046.3166871958 || Iter Time:0.016062021255493164 || Total time:26.650511026382446 Iteration: 205 || Clusters count: 20 || Log posterior: -254040.0034888503 || Iter Time:0.01914501190185547 || Total time:26.6696560382843 Iteration: 206 || Clusters count: 20 || Log posterior: -254041.93811063303 || Iter Time:0.016035079956054688 || Total time:26.685691118240356 Iteration: 207 || Clusters count: 20 || Log posterior: -254042.22905240106 || Iter Time:0.018864154815673828 || Total time:26.70455527305603 Iteration: 208 || Clusters count: 20 || Log posterior: -254046.9130724747 || Iter Time:0.016228914260864258 || Total time:26.720784187316895 Iteration: 209 || Clusters count: 20 || Log posterior: -254039.0145284562 || Iter Time:0.014894962310791016 || Total time:26.735679149627686 NMI: 0.7644533378115534 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m23.4s [134802, 81101, 7954, 145988, 6406, 16159, 883, 36852, 21963, 70694, 86452, 53915, 82676, 40211, 69088, 60450, 13121, 14061, 2304, 54920] Loading and distributing data: 0.000185 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7135.055151714723 || Iter Time:4.387639045715332 || Total time:4.387639045715332 Iteration: 1 || Clusters count: 1 || Log posterior: -7135.055151714723 || Iter Time:0.002429962158203125 || Total time:4.390069007873535 Iteration: 2 || Clusters count: 1 || Log posterior: -7135.055151714723 || Iter Time:0.0017049312591552734 || Total time:4.39177393913269 Iteration: 3 || Clusters count: 1 || Log posterior: -7135.055151714723 || Iter Time:0.001889944076538086 || Total time:4.3936638832092285 Iteration: 4 || Clusters count: 1 || Log posterior: -7135.055151714723 || Iter Time:0.0016269683837890625 || Total time:4.395290851593018 Iteration: 5 || Clusters count: 1 || Log posterior: -7135.055151714723 || Iter Time:0.001528024673461914 || Total time:4.3968188762664795 Iteration: 6 || Clusters count: 1 || Log posterior: -7135.055151714723 || Iter Time:0.001458883285522461 || Total time:4.398277759552002 Iteration: 7 || Clusters count: 1 || Log posterior: -7135.055151714723 || Iter Time:0.0014469623565673828 || Total time:4.399724721908569 Iteration: 8 || Clusters count: 2 || Log posterior: -6878.33998151045 || Iter Time:0.17372512817382812 || Total time:4.5734498500823975 Iteration: 9 || Clusters count: 2 || Log posterior: -6869.243279889097 || Iter Time:0.0019898414611816406 || Total time:4.575439691543579 Iteration: 10 || Clusters count: 2 || Log posterior: -6896.892538940536 || Iter Time:0.0018169879913330078 || Total time:4.577256679534912 Iteration: 11 || Clusters count: 2 || Log posterior: -6889.75264708116 || Iter Time:0.0019440650939941406 || Total time:4.579200744628906 Iteration: 12 || Clusters count: 2 || Log posterior: -6875.860359322853 || Iter Time:0.0018551349639892578 || Total time:4.5810558795928955 Iteration: 13 || Clusters count: 2 || Log posterior: -6875.428523640396 || Iter Time:0.0019159317016601562 || Total time:4.582971811294556 Iteration: 14 || Clusters count: 2 || Log posterior: -6892.926951179002 || Iter Time:0.001956939697265625 || Total time:4.584928750991821 Iteration: 15 || Clusters count: 2 || Log posterior: -6895.848119025713 || Iter Time:0.0018839836120605469 || Total time:4.586812734603882 Iteration: 16 || Clusters count: 2 || Log posterior: -6892.463217160966 || Iter Time:0.0018699169158935547 || Total time:4.588682651519775 Iteration: 17 || Clusters count: 2 || Log posterior: -6872.7255724364295 || Iter Time:0.0018951892852783203 || Total time:4.590577840805054 Iteration: 18 || Clusters count: 3 || Log posterior: -6675.392990149228 || Iter Time:0.0043408870697021484 || Total time:4.594918727874756 Iteration: 19 || Clusters count: 3 || Log posterior: -6690.666643240527 || Iter Time:0.002341032028198242 || Total time:4.597259759902954 Iteration: 20 || Clusters count: 4 || Log posterior: -6602.457668977158 || Iter Time:0.0038390159606933594 || Total time:4.6010987758636475 Iteration: 21 || Clusters count: 4 || Log posterior: -6563.84143593715 || Iter Time:0.002560853958129883 || Total time:4.603659629821777 Iteration: 22 || Clusters count: 4 || Log posterior: -6556.879644207319 || Iter Time:0.0025000572204589844 || Total time:4.606159687042236 Iteration: 23 || Clusters count: 4 || Log posterior: -6555.0116724652 || Iter Time:0.0026290416717529297 || Total time:4.608788728713989 Iteration: 24 || Clusters count: 4 || Log posterior: -6553.24279666951 || Iter Time:0.0027060508728027344 || Total time:4.611494779586792 Iteration: 25 || Clusters count: 4 || Log posterior: -6554.978449828588 || Iter Time:0.0024628639221191406 || Total time:4.613957643508911 Iteration: 26 || Clusters count: 4 || Log posterior: -6547.989074851414 || Iter Time:0.0025620460510253906 || Total time:4.6165196895599365 Iteration: 27 || Clusters count: 4 || Log posterior: -6562.967711056698 || Iter Time:0.0024819374084472656 || Total time:4.619001626968384 Iteration: 28 || Clusters count: 5 || Log posterior: -6254.9298797369975 || Iter Time:0.0042400360107421875 || Total time:4.623241662979126 Iteration: 29 || Clusters count: 5 || Log posterior: -6233.42862353304 || Iter Time:0.002905130386352539 || Total time:4.6261467933654785 Iteration: 30 || Clusters count: 5 || Log posterior: -6209.847663042921 || Iter Time:1.5594849586486816 || Total time:6.18563175201416 false [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, 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, 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, 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] Loading and distributing data: 0.000170 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 6 || Log posterior: -6079.342441196426 || Iter Time:0.03175997734069824 || Total time:6.217391729354858 Iteration: 32 || Clusters count: 6 || Log posterior: -5954.0768628431015 || Iter Time:0.005670070648193359 || Total time:6.223061800003052 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 6 || Log posterior: -5210.085030578345 || Iter Time:0.0036439895629882812 || Total time:6.22670578956604 Iteration: 34 || Clusters count: 6 || Log posterior: -5160.31240978348 || Iter Time:0.006127119064331055 || Total time:6.232832908630371 Loading and distributing data: 0.000113 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 6 || Log posterior: -4884.817374722969 || Iter Time:0.0036270618438720703 || Total time:6.236459970474243 Iteration: 36 || Clusters count: 6 || Log posterior: -4858.939154794492 || Iter Time:0.006086111068725586 || Total time:6.242546081542969 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 7 || Log posterior: -4826.662476420411 || Iter Time:0.004673004150390625 || Total time:6.247219085693359 Iteration: 38 || Clusters count: 7 || Log posterior: -4735.391861254349 || Iter Time:0.0068891048431396484 || Total time:6.254108190536499 Loading and distributing data: 0.000135 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 7 || Log posterior: -4728.866857686846 || Iter Time:0.004136085510253906 || Total time:6.258244276046753 Iteration: 40 || Clusters count: 7 || Log posterior: -4662.036913820919 || Iter Time:0.007175922393798828 || Total time:6.265420198440552 Loading and distributing data: 0.000145 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 7 || Log posterior: -4680.047543283795 || Iter Time:0.00442194938659668 || Total time:6.269842147827148 Iteration: 42 || Clusters count: 7 || Log posterior: -4657.859491901955 || Iter Time:0.007030010223388672 || Total time:6.276872158050537 Loading and distributing data: 0.000150 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 8 || Log posterior: -4746.19459077393 || Iter Time:0.006364107131958008 || Total time:6.283236265182495 Iteration: 44 || Clusters count: 8 || Log posterior: -4695.775273599241 || Iter Time:0.008077859878540039 || Total time:6.291314125061035 Loading and distributing data: 0.000142 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 8 || Log posterior: -4733.649415876526 || Iter Time:0.005933046340942383 || Total time:6.2972471714019775 Iteration: 46 || Clusters count: 8 || Log posterior: -4707.702190171708 || Iter Time:0.00897216796875 || Total time:6.3062193393707275 Loading and distributing data: 0.000127 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 8 || Log posterior: -4693.521290841003 || Iter Time:0.0056040287017822266 || Total time:6.31182336807251 Iteration: 48 || Clusters count: 8 || Log posterior: -4648.7406148755845 || 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|| Clusters count: 9 || Log posterior: -4444.665971529064 || Iter Time:0.009802818298339844 || Total time:6.3654844760894775 Loading and distributing data: 0.000142 seconds (128 allocations: 13.180 KiB) Iteration: 55 || Clusters count: 9 || Log posterior: -4520.019872703918 || Iter Time:0.007331132888793945 || Total time:6.3728156089782715 Iteration: 56 || Clusters count: 9 || Log posterior: -4461.263802482931 || Iter Time:0.010058164596557617 || Total time:6.382873773574829 Loading and distributing data: 0.000132 seconds (128 allocations: 13.180 KiB) Iteration: 57 || Clusters count: 9 || Log posterior: -4491.527670873894 || Iter Time:0.007317066192626953 || Total time:6.390190839767456 Iteration: 58 || Clusters count: 9 || Log posterior: -4464.33196467527 || Iter Time:0.010075092315673828 || Total time:6.40026593208313 Loading and distributing data: 0.000123 seconds (128 allocations: 13.180 KiB) Iteration: 59 || Clusters count: 9 || Log posterior: -4501.022572773691 || Iter 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|| Clusters count: 12 || Log posterior: -4295.401281559492 || Iter Time:0.00943303108215332 || Total time:6.839907646179199 Iteration: 94 || Clusters count: 12 || Log posterior: -4242.6888471577695 || Iter Time:0.013225078582763672 || Total time:6.853132724761963 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 95 || Clusters count: 12 || Log posterior: -4264.801450642516 || Iter Time:0.01041102409362793 || Total time:6.863543748855591 Iteration: 96 || Clusters count: 12 || Log posterior: -4239.948711159989 || Iter Time:0.01489400863647461 || Total time:6.878437757492065 Loading and distributing data: 0.000127 seconds (128 allocations: 13.180 KiB) Iteration: 97 || Clusters count: 12 || Log posterior: -4257.984330248197 || Iter Time:0.01069498062133789 || Total time:6.889132738113403 Iteration: 98 || Clusters count: 12 || Log posterior: -4238.067836601672 || Iter Time:0.014697790145874023 || Total time:6.903830528259277 Loading and distributing 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Iteration: 427 || Clusters count: 15 || Log posterior: -4206.08472366944 || Iter Time:0.014177083969116211 || Total time:12.37562108039856 Iteration: 428 || Clusters count: 15 || Log posterior: -4173.850933680261 || Iter Time:0.01975393295288086 || Total time:12.39537501335144 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 429 || Clusters count: 15 || Log posterior: -4219.917872471611 || Iter Time:0.014279842376708984 || Total time:12.40965485572815 Iteration: 430 || Clusters count: 15 || Log posterior: -4184.734140287509 || Iter Time:0.01881098747253418 || Total time:12.428465843200684 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 431 || Clusters count: 15 || Log posterior: -4286.952503270326 || Iter Time:0.01445317268371582 || Total time:12.4429190158844 Iteration: 432 || Clusters count: 15 || Log posterior: -4230.872866015522 || Iter Time:0.01862502098083496 || Total time:12.461544036865234 Loading 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Iteration: 765 || Clusters count: 14 || Log posterior: -4248.864138076068 || Iter Time:0.014049053192138672 || Total time:18.246082544326782 Iteration: 766 || Clusters count: 14 || Log posterior: -4209.71608118754 || Iter Time:0.01837301254272461 || Total time:18.264455556869507 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 767 || Clusters count: 14 || Log posterior: -4278.484538930589 || Iter Time:0.014177083969116211 || Total time:18.278632640838623 Iteration: 768 || Clusters count: 14 || Log posterior: -4224.700880894881 || Iter Time:0.018445968627929688 || Total time:18.297078609466553 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 769 || Clusters count: 14 || Log posterior: -4238.433044429191 || Iter Time:0.014302968978881836 || Total time:18.311381578445435 Iteration: 770 || Clusters count: 14 || Log posterior: -4196.118183458443 || Iter Time:0.018336057662963867 || Total time:18.3297176361084 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Iteration: 837 || Clusters count: 14 || Log posterior: -4235.898197115876 || Iter Time:0.023540019989013672 || Total time:19.25315761566162 Iteration: 838 || Clusters count: 14 || Log posterior: -4172.9393501614895 || Iter Time:0.011808156967163086 || Total time:19.264965772628784 Loading and distributing data: 0.000100 seconds (129 allocations: 13.195 KiB) Iteration: 839 || Clusters count: 15 || Log posterior: -4264.379448496991 || Iter Time:0.008824825286865234 || Total time:19.27379059791565 Iteration: 840 || Clusters count: 15 || Log posterior: -4213.780717113336 || Iter Time:0.011605024337768555 || Total time:19.285395622253418 Loading and distributing data: 0.000098 seconds (129 allocations: 13.195 KiB) Iteration: 841 || Clusters count: 15 || Log posterior: -4263.588022263747 || Iter Time:0.008086919784545898 || Total time:19.293482542037964 Iteration: 842 || Clusters count: 15 || Log posterior: -4217.776723831612 || Iter Time:0.011569023132324219 || Total time:19.305051565170288 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15 || Log posterior: -4149.503407706271 || Iter Time:0.012498855590820312 || Total time:19.94111180305481 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 899 || Clusters count: 15 || Log posterior: -4213.123157240225 || Iter Time:0.009189844131469727 || Total time:19.95030164718628 Iteration: 900 || Clusters count: 15 || Log posterior: -4183.612810193656 || Iter Time:0.012398004531860352 || Total time:19.96269965171814 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 901 || Clusters count: 15 || Log posterior: -4267.291236134857 || Iter Time:0.008700132369995117 || Total time:19.971399784088135 Iteration: 902 || Clusters count: 15 || Log posterior: -4240.327393323922 || Iter Time:0.012018918991088867 || Total time:19.983418703079224 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 903 || Clusters count: 15 || Log posterior: -4276.238678828222 || Iter 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Iteration: 909 || Clusters count: 15 || Log posterior: -4218.265748855838 || Iter Time:0.009360074996948242 || Total time:20.056654930114746 Iteration: 910 || Clusters count: 15 || Log posterior: -4166.5547746889015 || Iter Time:0.013489007949829102 || Total time:20.070143938064575 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 911 || Clusters count: 15 || Log posterior: -4223.723498470356 || Iter Time:0.010694026947021484 || Total time:20.080837965011597 Iteration: 912 || Clusters count: 15 || Log posterior: -4188.634272017618 || Iter Time:0.013190031051635742 || Total time:20.094027996063232 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 913 || Clusters count: 15 || Log posterior: -4202.492938108991 || Iter Time:0.02404189109802246 || Total time:20.118069887161255 Iteration: 914 || Clusters count: 15 || Log posterior: -4145.936807280594 || Iter Time:0.012273073196411133 || Total 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Iteration: 931 || Clusters count: 15 || Log posterior: -4256.380777734829 || Iter Time:0.008749008178710938 || Total time:20.319080114364624 Iteration: 932 || Clusters count: 15 || Log posterior: -4204.7581746108835 || Iter Time:0.012217998504638672 || Total time:20.331298112869263 Loading and distributing data: 0.000099 seconds (129 allocations: 13.195 KiB) Iteration: 933 || Clusters count: 15 || Log posterior: -4210.994906470061 || Iter Time:0.008790969848632812 || Total time:20.340089082717896 Iteration: 934 || Clusters count: 15 || Log posterior: -4179.504963879455 || Iter Time:0.01207590103149414 || Total time:20.35216498374939 Loading and distributing data: 0.000099 seconds (129 allocations: 13.195 KiB) Iteration: 935 || Clusters count: 15 || Log posterior: -4185.732081385625 || Iter Time:0.00857996940612793 || Total time:20.360744953155518 Iteration: 936 || Clusters count: 15 || Log posterior: -4135.551362495259 || Iter Time:0.01207280158996582 || Total time:20.372817754745483 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-4221.913665353902 || Iter Time:0.008810997009277344 || Total time:20.807011604309082 Iteration: 976 || Clusters count: 15 || Log posterior: -4190.584413459486 || Iter Time:0.011400938034057617 || Total time:20.81841254234314 Loading and distributing data: 0.000096 seconds (129 allocations: 13.195 KiB) Iteration: 977 || Clusters count: 15 || Log posterior: -4219.819103337023 || Iter Time:0.007959842681884766 || Total time:20.826372385025024 Iteration: 978 || Clusters count: 15 || Log posterior: -4174.2861132044645 || Iter Time:0.011296987533569336 || Total time:20.837669372558594 Loading and distributing data: 0.000092 seconds (129 allocations: 13.195 KiB) Iteration: 979 || Clusters count: 15 || Log posterior: -4175.698718582887 || Iter Time:0.008204936981201172 || Total time:20.845874309539795 Iteration: 980 || Clusters count: 15 || Log posterior: -4138.139618453485 || Iter Time:0.01135110855102539 || Total time:20.85722541809082 Loading and distributing data: 0.000096 seconds (129 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Iteration: 1323 || Clusters count: 15 || Log posterior: -4205.280690061392 || Iter Time:0.015769004821777344 || Total time:26.52931022644043 Iteration: 1324 || Clusters count: 15 || Log posterior: -4152.935096804706 || Iter Time:0.019839048385620117 || Total time:26.54914927482605 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1325 || Clusters count: 15 || Log posterior: -4205.981855811237 || Iter Time:0.01571512222290039 || Total time:26.56486439704895 Iteration: 1326 || Clusters count: 15 || Log posterior: -4145.147025479453 || Iter Time:0.020231962203979492 || Total time:26.58509635925293 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1327 || Clusters count: 15 || Log posterior: -4221.767912452942 || Iter Time:0.01627492904663086 || Total time:26.60137128829956 Iteration: 1328 || Clusters count: 15 || Log posterior: -4173.4691286317975 || Iter Time:0.020003080368041992 || Total 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Iteration: 1637 || Clusters count: 15 || Log posterior: -4245.834352625994 || Iter Time:0.01530003547668457 || Total time:32.200687408447266 Iteration: 1638 || Clusters count: 15 || Log posterior: -4195.519677451351 || Iter Time:0.019284963607788086 || Total time:32.219972372055054 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1639 || Clusters count: 15 || Log posterior: -4258.04246120364 || Iter Time:0.015619039535522461 || Total time:32.235591411590576 Iteration: 1640 || Clusters count: 15 || Log posterior: -4195.9197903956265 || Iter Time:0.01987600326538086 || Total time:32.25546741485596 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1641 || Clusters count: 15 || Log posterior: -4250.123290936072 || Iter Time:0.015012979507446289 || Total time:32.2704803943634 Iteration: 1642 || Clusters count: 15 || Log posterior: -4200.249779578924 || Iter Time:0.019925832748413086 || Total 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Iteration: 1842 || Clusters count: 15 || Log posterior: -4183.921901547359 || Iter Time:0.02011585235595703 || Total time:35.758060932159424 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 15 || Log posterior: -4231.672231058142 || Iter Time:0.013438940048217773 || Total time:35.77149987220764 Iteration: 1844 || Clusters count: 15 || Log posterior: -4179.007082417861 || Iter Time:0.01747894287109375 || Total time:35.788978815078735 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 15 || Log posterior: -4261.620702132986 || Iter Time:0.014803886413574219 || Total time:35.80378270149231 Iteration: 1846 || Clusters count: 15 || Log posterior: -4196.873170358098 || Iter Time:0.020117998123168945 || Total time:35.82390069961548 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 15 || Log posterior: -4255.357185291141 || Iter Time:0.015944957733154297 || Total time:35.83984565734863 Iteration: 1848 || Clusters count: 15 || Log posterior: -4220.897893901854 || Iter Time:0.02090311050415039 || Total time:35.86074876785278 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 15 || Log posterior: -4273.795217586815 || Iter Time:0.01491999626159668 || Total time:35.87566876411438 Iteration: 1850 || Clusters count: 15 || Log posterior: -4241.313114338409 || Iter Time:0.01976609230041504 || Total time:35.895434856414795 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 15 || Log posterior: -4279.523259296823 || Iter Time:0.015722036361694336 || Total time:35.91115689277649 Iteration: 1852 || Clusters count: 15 || Log posterior: -4236.062120801944 || Iter Time:0.018666982650756836 || Total time:35.929823875427246 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 15 || Log posterior: -4268.383434782018 || Iter Time:0.015446901321411133 || Total time:35.94527077674866 Iteration: 1854 || Clusters count: 15 || Log posterior: -4223.667642515304 || Iter Time:0.019008874893188477 || Total time:35.964279651641846 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 15 || Log posterior: -4253.411581638288 || Iter Time:0.014818191528320312 || Total time:35.979097843170166 Iteration: 1856 || Clusters count: 15 || Log posterior: -4205.734134237721 || Iter Time:0.01891493797302246 || Total time:35.99801278114319 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 15 || Log posterior: -4204.993722146732 || Iter Time:0.015725135803222656 || Total time:36.01373791694641 Iteration: 1858 || Clusters count: 15 || Log posterior: -4170.666341043798 || Iter Time:0.020229101181030273 || 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count: 15 || Log posterior: -4222.202210115709 || Iter Time:0.019150972366333008 || Total time:36.130810022354126 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 15 || Log posterior: -4226.943812249608 || Iter Time:0.014782190322875977 || Total time:36.145592212677 Iteration: 1866 || Clusters count: 15 || Log posterior: -4205.79469366776 || Iter Time:0.020000934600830078 || Total time:36.16559314727783 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 15 || Log posterior: -4253.118913870831 || Iter Time:0.015424966812133789 || Total time:36.181018114089966 Iteration: 1868 || Clusters count: 15 || Log posterior: -4192.688006310737 || Iter Time:0.043322086334228516 || Total time:36.224340200424194 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 15 || Log posterior: -4259.528227573505 || Iter Time:0.015192031860351562 || Total time:36.239532232284546 Iteration: 1870 || Clusters count: 15 || Log posterior: -4212.630620736767 || Iter Time:0.019781827926635742 || Total time:36.25931406021118 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 15 || Log posterior: -4268.045107464326 || Iter Time:0.014969110488891602 || Total time:36.27428317070007 Iteration: 1872 || Clusters count: 15 || Log posterior: -4230.083024046583 || Iter Time:0.019938945770263672 || Total time:36.29422211647034 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 15 || Log posterior: -4271.970931033921 || Iter Time:0.014708995819091797 || Total time:36.30893111228943 Iteration: 1874 || Clusters count: 15 || Log posterior: -4218.8593618654895 || Iter Time:0.018307924270629883 || Total time:36.32723903656006 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 15 || Log posterior: -4243.613898474458 || Iter Time:0.013859033584594727 || Total time:36.34109807014465 Iteration: 1876 || Clusters count: 15 || Log posterior: -4208.816621952293 || Iter Time:0.0185391902923584 || Total time:36.35963726043701 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 15 || Log posterior: -4221.808734016794 || Iter Time:0.014436006546020508 || Total time:36.37407326698303 Iteration: 1878 || Clusters count: 15 || Log posterior: -4167.170539117251 || Iter Time:0.018049001693725586 || Total time:36.39212226867676 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 15 || Log posterior: -4238.934495964127 || Iter Time:0.01335000991821289 || Total time:36.40547227859497 Iteration: 1880 || Clusters count: 15 || Log posterior: -4208.77137573851 || Iter Time:0.01851201057434082 || Total time:36.42398428916931 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 15 || Log posterior: -4286.9413034510035 || Iter Time:0.015461206436157227 || Total time:36.43944549560547 Iteration: 1882 || Clusters count: 15 || Log posterior: -4255.403515024026 || Iter Time:0.02024984359741211 || Total time:36.45969533920288 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 15 || Log posterior: -4303.396341835956 || Iter Time:0.015590906143188477 || Total time:36.47528624534607 Iteration: 1884 || Clusters count: 15 || Log posterior: -4279.083901829442 || Iter Time:0.020634174346923828 || Total time:36.49592041969299 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 15 || Log posterior: -4242.464340820401 || Iter Time:0.016757965087890625 || Total time:36.512678384780884 Iteration: 1886 || Clusters count: 15 || Log posterior: -4212.786457513708 || Iter Time:0.02113199234008789 || Total time:36.53381037712097 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 16 || Log posterior: -4212.47866647819 || Iter Time:0.016438007354736328 || Total time:36.55024838447571 Iteration: 1888 || Clusters count: 15 || Log posterior: -4169.875160318214 || Iter Time:0.020220041275024414 || Total time:36.57046842575073 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 15 || Log posterior: -4221.335432133006 || Iter Time:0.015154838562011719 || Total time:36.585623264312744 Iteration: 1890 || Clusters count: 15 || Log posterior: -4185.721097580091 || Iter Time:0.02000594139099121 || Total time:36.605629205703735 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 15 || Log posterior: -4287.618040753035 || Iter Time:0.014994144439697266 || Total time:36.62062335014343 Iteration: 1892 || Clusters count: 15 || Log posterior: -4233.484660943639 || Iter Time:0.020444869995117188 || Total time:36.64106822013855 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 15 || Log posterior: -4276.562923183737 || Iter Time:0.014718055725097656 || Total time:36.65578627586365 Iteration: 1894 || Clusters count: 15 || Log posterior: -4243.057340763296 || Iter Time:0.019324064254760742 || Total time:36.67511034011841 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 15 || Log posterior: -4250.376000808385 || Iter Time:0.01566791534423828 || Total time:36.69077825546265 Iteration: 1896 || Clusters count: 15 || Log posterior: -4182.509569174759 || Iter Time:0.019339799880981445 || Total time:36.71011805534363 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 15 || Log posterior: -4260.775892333648 || Iter Time:0.015249967575073242 || Total time:36.7253680229187 Iteration: 1898 || Clusters count: 15 || Log posterior: -4214.957908440032 || Iter Time:0.020376920700073242 || Total time:36.745744943618774 Loading and distributing data: 0.000518 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 15 || Log posterior: -4289.5561611660405 || Iter Time:0.016033172607421875 || Total time:36.761778116226196 Iteration: 1900 || Clusters count: 15 || Log posterior: -4202.649561938048 || Iter Time:0.020485877990722656 || Total time:36.78226399421692 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 15 || Log posterior: -4262.568036811955 || Iter Time:0.015048027038574219 || Total time:36.79731202125549 Iteration: 1902 || Clusters count: 15 || Log posterior: -4232.369054011002 || Iter Time:0.01902604103088379 || Total time:36.81633806228638 Loading and distributing data: 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Time:0.0188291072845459 || Total time:36.915680170059204 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 15 || Log posterior: -4292.302475182631 || Iter Time:0.015381097793579102 || Total time:36.93106126785278 Iteration: 1910 || Clusters count: 15 || Log posterior: -4239.741339145065 || Iter Time:0.02004218101501465 || Total time:36.9511034488678 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 15 || Log posterior: -4263.302218385254 || Iter Time:0.014657020568847656 || Total time:36.965760469436646 Iteration: 1912 || Clusters count: 15 || Log posterior: -4199.64048213789 || Iter Time:0.019374847412109375 || Total time:36.985135316848755 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 15 || Log posterior: -4219.545967401786 || Iter Time:0.015197038650512695 || Total time:37.00033235549927 Iteration: 1914 || Clusters count: 15 || Log posterior: -4183.003551639789 || Iter Time:0.019508838653564453 || Total time:37.01984119415283 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 15 || Log posterior: -4271.147168856479 || Iter Time:0.015544891357421875 || Total time:37.035386085510254 Iteration: 1916 || Clusters count: 15 || Log posterior: -4220.906128952525 || Iter Time:0.019337177276611328 || Total time:37.054723262786865 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 15 || Log posterior: -4224.116703589332 || Iter Time:0.014540910720825195 || Total time:37.06926417350769 Iteration: 1918 || Clusters count: 15 || Log posterior: -4188.212435126286 || Iter Time:0.019314050674438477 || Total time:37.08857822418213 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 15 || Log posterior: -4219.854872691657 || Iter Time:0.01462411880493164 || Total time:37.10320234298706 Iteration: 1920 || Clusters count: 15 || Log posterior: -4174.93468033055 || Iter Time:0.019320011138916016 || Total time:37.12252235412598 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 15 || Log posterior: -4262.347770957201 || Iter Time:0.011224985122680664 || Total time:37.13374733924866 Iteration: 1922 || Clusters count: 15 || Log posterior: -4224.196348243043 || Iter Time:0.019675016403198242 || Total time:37.153422355651855 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 15 || Log posterior: -4273.249163591386 || Iter Time:0.01412200927734375 || Total time:37.1675443649292 Iteration: 1924 || Clusters count: 15 || Log posterior: -4233.972639624689 || Iter Time:0.01954793930053711 || Total time:37.187092304229736 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 15 || Log posterior: -4309.893218253519 || Iter Time:0.014446020126342773 || Total time:37.20153832435608 Iteration: 1926 || Clusters count: 15 || Log posterior: -4224.304718651065 || Iter Time:0.01915287971496582 || Total time:37.220691204071045 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 15 || Log posterior: -4228.813484283036 || Iter Time:0.015572071075439453 || Total time:37.236263275146484 Iteration: 1928 || Clusters count: 15 || Log posterior: -4189.9167338434645 || Iter Time:0.02040410041809082 || Total time:37.256667375564575 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 15 || Log posterior: -4207.128452989416 || Iter Time:0.035192012786865234 || Total time:37.29185938835144 Iteration: 1930 || Clusters count: 15 || Log posterior: -4156.9065616711605 || Iter Time:0.0193178653717041 || Total time:37.311177253723145 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 15 || Log posterior: -4223.002653630915 || Iter Time:0.014014959335327148 || Total time:37.32519221305847 Iteration: 1932 || Clusters count: 15 || Log posterior: -4192.049405540991 || Iter Time:0.015159130096435547 || Total time:37.34035134315491 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 15 || Log posterior: -4228.914699231146 || Iter Time:0.009146928787231445 || Total time:37.34949827194214 Iteration: 1934 || Clusters count: 15 || Log posterior: -4192.891557132839 || Iter Time:0.0123291015625 || Total time:37.36182737350464 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 15 || Log posterior: -4197.048281908387 || Iter Time:0.008790016174316406 || Total time:37.370617389678955 Iteration: 1936 || Clusters count: 15 || Log posterior: -4173.584256582515 || Iter Time:0.013526201248168945 || Total time:37.384143590927124 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 15 || Log posterior: -4262.0333199565885 || Iter Time:0.009338855743408203 || Total time:37.39348244667053 Iteration: 1938 || Clusters count: 15 || Log posterior: -4238.158034335376 || Iter Time:0.012054920196533203 || Total time:37.405537366867065 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 15 || Log posterior: -4295.081898920458 || Iter Time:0.008870124816894531 || Total time:37.41440749168396 Iteration: 1940 || Clusters count: 15 || Log posterior: -4250.390429184665 || Iter Time:0.011962890625 || Total time:37.42637038230896 Loading and distributing data: 0.000107 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 15 || Log posterior: -4268.521504676675 || Iter Time:0.009257078170776367 || Total time:37.435627460479736 Iteration: 1942 || Clusters count: 15 || Log posterior: -4227.712279476063 || Iter Time:0.012057065963745117 || Total time:37.44768452644348 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 15 || Log posterior: -4260.096566123566 || Iter Time:0.008790016174316406 || Total time:37.4564745426178 Iteration: 1944 || Clusters count: 15 || Log posterior: -4220.946725625985 || Iter Time:0.012035131454467773 || Total time:37.468509674072266 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 15 || Log posterior: -4249.212602812639 || Iter Time:0.009755134582519531 || Total time:37.478264808654785 Iteration: 1946 || Clusters count: 15 || Log posterior: -4209.3442394197355 || Iter Time:0.01301717758178711 || Total time:37.49128198623657 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 15 || Log posterior: -4231.206938826756 || Iter Time:0.010164976119995117 || Total time:37.50144696235657 Iteration: 1948 || Clusters count: 15 || Log posterior: -4169.703027313308 || Iter Time:0.012382030487060547 || Total time:37.51382899284363 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 15 || Log posterior: -4185.885932760414 || Iter Time:0.00975179672241211 || Total time:37.52358078956604 Iteration: 1950 || Clusters count: 15 || Log posterior: -4143.216932216765 || Iter Time:0.012103080749511719 || Total time:37.53568387031555 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 15 || Log posterior: -4223.721166965826 || Iter Time:0.01028895378112793 || Total time:37.54597282409668 Iteration: 1952 || Clusters count: 15 || Log posterior: -4176.705981358292 || Iter Time:0.015521049499511719 || Total time:37.56149387359619 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 15 || Log posterior: -4220.01437552132 || Iter Time:0.0155029296875 || Total time:37.57699680328369 Iteration: 1954 || Clusters count: 15 || Log posterior: -4173.840725718732 || Iter Time:0.019105195999145508 || Total time:37.59610199928284 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 15 || Log posterior: -4201.2028806525905 || Iter Time:0.01516103744506836 || Total time:37.611263036727905 Iteration: 1956 || Clusters count: 15 || Log posterior: -4182.4685394941835 || Iter Time:0.018410205841064453 || Total time:37.62967324256897 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 15 || Log posterior: -4277.860096128376 || Iter Time:0.014093875885009766 || Total time:37.64376711845398 Iteration: 1958 || Clusters count: 15 || Log posterior: -4219.346520560061 || Iter Time:0.0185699462890625 || Total time:37.66233706474304 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 15 || Log posterior: -4264.161120269435 || Iter Time:0.012839078903198242 || Total time:37.67517614364624 Iteration: 1960 || Clusters count: 15 || Log posterior: -4217.036651633184 || Iter Time:0.04182696342468262 || Total time:37.71700310707092 Loading and distributing data: 0.000168 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 15 || Log posterior: -4225.547379964752 || Iter Time:0.014425039291381836 || Total time:37.731428146362305 Iteration: 1962 || Clusters count: 15 || Log posterior: -4174.082139252078 || Iter Time:0.018897056579589844 || Total time:37.750325202941895 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 15 || Log posterior: -4198.2666111066665 || Iter Time:0.014125823974609375 || Total time:37.764451026916504 Iteration: 1964 || Clusters count: 15 || Log posterior: -4160.3792440054685 || Iter Time:0.018584012985229492 || Total time:37.78303503990173 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 15 || Log posterior: -4193.696984234229 || Iter Time:0.015697956085205078 || Total time:37.79873299598694 Iteration: 1966 || Clusters count: 15 || Log posterior: -4171.151003953727 || Iter Time:0.020077228546142578 || Total time:37.81881022453308 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 15 || Log posterior: -4253.02410586661 || Iter Time:0.016151905059814453 || Total time:37.834962129592896 Iteration: 1968 || Clusters count: 15 || Log posterior: -4224.331725923822 || Iter Time:0.020480871200561523 || Total time:37.85544300079346 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 15 || Log posterior: -4238.240169461672 || Iter Time:0.01577591896057129 || Total time:37.87121891975403 Iteration: 1970 || Clusters count: 15 || Log posterior: -4204.306287596195 || Iter Time:0.0197298526763916 || Total time:37.89094877243042 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 15 || Log posterior: -4236.350140222383 || Iter Time:0.01567697525024414 || Total time:37.906625747680664 Iteration: 1972 || Clusters count: 15 || Log posterior: -4202.023944432877 || Iter Time:0.01965498924255371 || Total time:37.92628073692322 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 15 || Log posterior: -4254.462314527414 || Iter Time:0.015335798263549805 || Total time:37.94161653518677 Iteration: 1974 || Clusters count: 15 || Log posterior: -4214.663402793065 || Iter Time:0.01964712142944336 || Total time:37.96126365661621 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 15 || Log posterior: -4244.049116533606 || Iter Time:0.012015104293823242 || Total time:37.973278760910034 Iteration: 1976 || Clusters count: 15 || Log posterior: -4202.867942616459 || Iter Time:0.014953136444091797 || Total time:37.988231897354126 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 15 || Log posterior: -4263.781831278015 || Iter Time:0.010725975036621094 || Total time:37.99895787239075 Iteration: 1978 || Clusters count: 15 || Log posterior: -4208.059631189206 || Iter Time:0.014285802841186523 || Total time:38.013243675231934 Loading and distributing data: 0.000102 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 15 || Log posterior: -4236.710533204986 || Iter Time:0.011026859283447266 || Total time:38.02427053451538 Iteration: 1980 || Clusters count: 15 || Log posterior: -4205.877859273821 || Iter Time:0.014271974563598633 || Total time:38.03854250907898 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 16 || Log posterior: -4279.590789793032 || Iter Time:0.012118101119995117 || Total time:38.050660610198975 Iteration: 1982 || Clusters count: 15 || Log posterior: -4221.5899949229115 || Iter Time:0.015730857849121094 || Total time:38.066391468048096 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 15 || Log posterior: -4257.79815163843 || Iter Time:0.012635946273803711 || Total time:38.0790274143219 Iteration: 1984 || Clusters count: 15 || Log posterior: -4224.8747064567515 || Iter Time:0.018319129943847656 || Total time:38.09734654426575 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 15 || Log posterior: -4282.355572832436 || Iter Time:0.013655900955200195 || Total time:38.11100244522095 Iteration: 1986 || Clusters count: 15 || Log posterior: -4224.821084906994 || Iter Time:0.016139984130859375 || Total time:38.12714242935181 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 15 || Log posterior: -4268.448930578554 || Iter Time:0.011075019836425781 || Total time:38.13821744918823 Iteration: 1988 || Clusters count: 15 || Log posterior: -4215.666235441341 || Iter Time:0.016408205032348633 || Total time:38.15462565422058 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 15 || Log posterior: -4284.1371222114085 || Iter Time:0.011696815490722656 || Total time:38.166322469711304 Iteration: 1990 || Clusters count: 15 || Log posterior: -4225.096900024343 || Iter Time:0.0164949893951416 || Total time:38.182817459106445 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 15 || Log posterior: -4251.059316146001 || Iter Time:0.03649616241455078 || Total time:38.219313621520996 Iteration: 1992 || Clusters count: 15 || Log posterior: -4227.245645019642 || Iter Time:0.01841902732849121 || Total time:38.23773264884949 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 15 || Log posterior: -4240.111162318609 || Iter Time:0.013114213943481445 || Total time:38.25084686279297 Iteration: 1994 || Clusters count: 15 || Log posterior: -4194.770944642769 || Iter Time:0.018390893936157227 || Total time:38.269237756729126 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 15 || Log posterior: -4237.416280267055 || Iter Time:0.015601158142089844 || Total time:38.284838914871216 Iteration: 1996 || Clusters count: 15 || Log posterior: -4179.957629292386 || Iter Time:0.018891096115112305 || Total time:38.30373001098633 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 15 || Log posterior: -4263.235809684773 || Iter Time:0.014338016510009766 || Total time:38.31806802749634 Iteration: 1998 || Clusters count: 15 || Log posterior: -4224.597326214051 || Iter Time:0.0193331241607666 || Total time:38.337401151657104 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 15 || Log posterior: -4290.950232218364 || Iter Time:0.014703035354614258 || Total time:38.35210418701172 Iteration: 2000 || Clusters count: 15 || Log posterior: -4247.562764990453 || Iter Time:0.01914691925048828 || Total time:38.37125110626221 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 15 || Log posterior: -4289.296627092793 || Iter Time:0.014327049255371094 || Total time:38.38557815551758 Iteration: 2002 || Clusters count: 15 || Log posterior: -4242.140238140883 || Iter Time:0.01963210105895996 || Total time:38.40521025657654 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 15 || Log posterior: -4253.293480240563 || Iter Time:0.015259981155395508 || Total time:38.420470237731934 Iteration: 2004 || Clusters count: 15 || Log posterior: -4209.963277467328 || Iter Time:0.018990039825439453 || Total time:38.43946027755737 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 15 || Log posterior: -4267.364899306912 || Iter Time:0.01385498046875 || Total time:38.45331525802612 Iteration: 2006 || Clusters count: 15 || Log posterior: -4226.217259576476 || Iter Time:0.01783585548400879 || Total time:38.47115111351013 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 15 || Log posterior: -4282.874696333923 || Iter Time:0.012475967407226562 || Total time:38.48362708091736 Iteration: 2008 || Clusters count: 15 || Log posterior: -4243.319455773437 || Iter Time:0.018378019332885742 || Total time:38.502005100250244 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 15 || Log posterior: -4254.289293602698 || Iter Time:0.013653993606567383 || Total time:38.51565909385681 Iteration: 2010 || Clusters count: 15 || Log posterior: -4220.812310299665 || Iter Time:0.018383026123046875 || Total time:38.53404211997986 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 15 || Log posterior: -4248.655780490778 || Iter Time:0.013409137725830078 || Total time:38.54745125770569 Iteration: 2012 || Clusters count: 15 || Log posterior: -4210.371502775712 || Iter Time:0.017900943756103516 || Total time:38.56535220146179 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 15 || Log posterior: -4298.7448681707065 || Iter Time:0.01314997673034668 || Total time:38.57850217819214 Iteration: 2014 || Clusters count: 15 || Log posterior: -4259.191060245762 || Iter Time:0.018008947372436523 || Total time:38.596511125564575 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 15 || Log posterior: -4290.797994585199 || Iter Time:0.013592004776000977 || Total time:38.610103130340576 Iteration: 2016 || Clusters count: 15 || Log posterior: -4225.878533696146 || Iter Time:0.016878128051757812 || Total time:38.626981258392334 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 15 || Log posterior: -4242.1367665262505 || Iter Time:0.01110386848449707 || Total time:38.63808512687683 Iteration: 2018 || Clusters count: 15 || Log posterior: -4203.792052022265 || Iter Time:0.014487981796264648 || Total time:38.652573108673096 Loading and distributing data: 0.000102 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 15 || Log posterior: -4255.119975810723 || Iter Time:0.010005950927734375 || Total time:38.66257905960083 Iteration: 2020 || Clusters count: 15 || Log posterior: -4201.997175670455 || Iter Time:0.013169050216674805 || Total time:38.675748109817505 Loading and distributing data: 0.000102 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 15 || Log posterior: -4271.803824675452 || Iter Time:0.010510921478271484 || Total time:38.686259031295776 Iteration: 2022 || Clusters count: 15 || Log posterior: -4217.540249199997 || Iter Time:0.03627586364746094 || Total time:38.72253489494324 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 15 || Log posterior: -4255.086878322888 || Iter Time:0.011259078979492188 || Total time:38.73379397392273 Iteration: 2024 || Clusters count: 15 || Log posterior: -4185.125304498547 || Iter Time:0.013636112213134766 || Total time:38.747430086135864 Loading and distributing data: 0.000098 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 15 || Log posterior: -4198.128985883812 || Iter Time:0.00954890251159668 || Total time:38.75697898864746 Iteration: 2026 || Clusters count: 15 || Log posterior: -4170.254712044931 || Iter Time:0.014798879623413086 || Total time:38.771777868270874 Loading and distributing data: 0.000104 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 15 || Log posterior: -4212.503701941115 || Iter Time:0.010686159133911133 || Total time:38.782464027404785 Iteration: 2028 || Clusters count: 15 || Log posterior: -4144.02135206457 || Iter Time:0.013386964797973633 || Total time:38.79585099220276 Avg NMI: 0.8723891484584559 Full NMI: 0.8585163839477564 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m29.0s Testing DPMMSubClustersStreaming tests passed Testing completed after 193.14s PkgEval succeeded after 400.18s