Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.1141 (aecb173ae6*) started at 2025-09-17T02:57:57.474 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.88s ################################################################################ # 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 v4.18.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.14.0 [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 v3.5.2+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 v5.13.1+0 [8e850ede] + nghttp2_jll v1.67.0+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 4.78s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 126.93s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_6WfCyv/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_6WfCyv/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.14.0 [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 v3.5.2+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 v5.13.1+0 [8e850ede] nghttp2_jll v1.67.0+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: 3.448291 seconds (975.42 k allocations: 59.847 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233150.81923629093 || Iter Time:15.159339189529419 || Total time:15.159339189529419 Iteration: 1 || Clusters count: 1 || Log posterior: -233150.81923629093 || Iter Time:0.005795955657958984 || Total time:15.165135145187378 Iteration: 2 || Clusters count: 1 || Log posterior: -233150.81923629093 || Iter Time:0.0054590702056884766 || Total time:15.170594215393066 Iteration: 3 || Clusters count: 1 || Log posterior: -233150.81923629093 || Iter Time:0.005399942398071289 || Total time:15.175994157791138 Iteration: 4 || Clusters count: 1 || Log posterior: -233150.81923629093 || Iter Time:0.005521059036254883 || Total time:15.181515216827393 Iteration: 5 || Clusters count: 1 || Log posterior: -233150.81923629093 || Iter Time:0.017141103744506836 || Total time:15.1986563205719 Iteration: 6 || Clusters count: 1 || Log posterior: -233150.81923629093 || Iter Time:0.005295991897583008 || Total time:15.203952312469482 Iteration: 7 || Clusters count: 1 || Log posterior: -233150.81923629093 || Iter Time:0.005339860916137695 || Total time:15.20929217338562 Iteration: 8 || Clusters count: 1 || Log posterior: -233150.81923629093 || Iter Time:0.005262851715087891 || Total time:15.214555025100708 Iteration: 9 || Clusters count: 1 || Log posterior: -233150.81923629093 || Iter Time:0.005329132080078125 || Total time:15.219884157180786 Iteration: 10 || Clusters count: 1 || Log posterior: -233150.81923629093 || Iter Time:0.005324125289916992 || Total time:15.225208282470703 Iteration: 11 || Clusters count: 1 || Log posterior: -233150.81923629093 || Iter Time:0.0052759647369384766 || Total time:15.230484247207642 Iteration: 12 || Clusters count: 1 || Log posterior: -233150.81923629093 || Iter Time:0.005556821823120117 || Total time:15.236041069030762 Iteration: 13 || Clusters count: 2 || Log posterior: -232805.45218086746 || Iter Time:3.885636806488037 || Total time:19.1216778755188 Iteration: 14 || Clusters count: 2 || Log posterior: -232822.90298088532 || Iter Time:0.00524592399597168 || Total time:19.12692379951477 Iteration: 15 || Clusters count: 2 || Log posterior: -232811.03583582424 || Iter Time:0.0049059391021728516 || Total time:19.131829738616943 Iteration: 16 || Clusters count: 2 || Log posterior: -232817.15876092826 || Iter Time:0.004954099655151367 || Total time:19.136783838272095 Iteration: 17 || Clusters count: 2 || Log posterior: -232816.071112447 || Iter Time:0.005094051361083984 || Total time:19.14187788963318 Iteration: 18 || Clusters count: 2 || Log posterior: -232829.24610708913 || Iter Time:0.0048329830169677734 || Total time:19.146710872650146 Iteration: 19 || Clusters count: 2 || Log posterior: -232799.40608535058 || Iter Time:0.004763126373291016 || Total time:19.151473999023438 Iteration: 20 || Clusters count: 2 || Log posterior: -232728.25002187924 || Iter Time:3.2578320503234863 || Total time:22.409306049346924 Loading and distributing data: 0.000668 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232973.411812208 || Iter Time:0.08910107612609863 || Total time:22.498407125473022 Iteration: 22 || Clusters count: 2 || Log posterior: -232930.26330111467 || Iter Time:0.0062520503997802734 || Total time:22.504659175872803 Iteration: 23 || Clusters count: 2 || Log posterior: -232929.90722283005 || Iter Time:0.006381034851074219 || Total time:22.511040210723877 Iteration: 24 || Clusters count: 2 || Log posterior: -232956.34591582962 || Iter Time:0.006295919418334961 || Total time:22.517336130142212 Iteration: 25 || Clusters count: 2 || Log posterior: -232936.3511213244 || Iter Time:0.0062139034271240234 || Total time:22.523550033569336 Iteration: 26 || Clusters count: 2 || Log posterior: -232919.84511657973 || Iter Time:0.006376981735229492 || Total time:22.529927015304565 Iteration: 27 || Clusters count: 2 || Log posterior: -232942.26458004338 || Iter Time:0.0063779354095458984 || Total time:22.53630495071411 Iteration: 28 || Clusters count: 3 || Log posterior: -232713.30933992803 || Iter Time:0.009049177169799805 || Total time:22.54535412788391 Iteration: 29 || Clusters count: 3 || Log posterior: -232601.76080132896 || Iter Time:0.0069179534912109375 || Total time:22.552272081375122 Iteration: 30 || Clusters count: 3 || Log posterior: -232620.91268599554 || Iter Time:0.006857872009277344 || Total time:22.5591299533844 Iteration: 31 || Clusters count: 3 || Log posterior: -232591.00964410184 || Iter Time:0.006872892379760742 || Total time:22.56600284576416 Iteration: 32 || Clusters count: 3 || Log posterior: -232576.2988548148 || Iter Time:0.006781101226806641 || Total time:22.572783946990967 Iteration: 33 || Clusters count: 3 || Log posterior: -232582.26432153018 || Iter Time:0.006822109222412109 || Total time:22.57960605621338 Iteration: 34 || Clusters count: 3 || Log posterior: -232582.19880019588 || Iter Time:0.006616115570068359 || Total time:22.586222171783447 Iteration: 35 || Clusters count: 3 || Log posterior: -232551.3497547601 || Iter Time:0.007520914077758789 || Total time:22.593743085861206 Iteration: 36 || Clusters count: 3 || Log posterior: -232567.75107302036 || Iter Time:0.006772041320800781 || Total time:22.600515127182007 Iteration: 37 || Clusters count: 3 || Log posterior: -232555.84185799968 || Iter Time:0.006703853607177734 || Total time:22.607218980789185 Iteration: 38 || Clusters count: 3 || Log posterior: -232577.489892298 || Iter Time:0.00659489631652832 || Total time:22.613813877105713 Iteration: 39 || Clusters count: 3 || Log posterior: -232524.09653588507 || Iter Time:0.0062160491943359375 || Total time:22.62002992630005 Iteration: 40 || Clusters count: 3 || Log posterior: -232525.1745175376 || Iter Time:0.006623029708862305 || Total time:22.62665295600891 Iteration: 41 || Clusters count: 3 || Log posterior: -232436.0762922 || Iter Time:0.006412982940673828 || Total time:22.633065938949585 Loading and distributing data: 0.000512 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262686.29847629793 || Iter Time:0.0059659481048583984 || Total time:22.639031887054443 Iteration: 43 || Clusters count: 4 || Log posterior: -262241.89658058784 || Iter Time:0.008063077926635742 || Total time:22.64709496498108 Iteration: 44 || Clusters count: 4 || Log posterior: -262162.7205041465 || Iter Time:0.007625102996826172 || Total time:22.654720067977905 Iteration: 45 || Clusters count: 4 || Log posterior: -262116.4350619179 || Iter Time:0.04240608215332031 || Total time:22.697126150131226 Iteration: 46 || Clusters count: 4 || Log posterior: -262100.18662750482 || Iter Time:0.007009029388427734 || Total time:22.704135179519653 Iteration: 47 || Clusters count: 4 || Log posterior: -262094.8376959253 || Iter Time:0.006904125213623047 || Total time:22.711039304733276 Iteration: 48 || Clusters count: 4 || Log posterior: -262099.2007045285 || Iter Time:0.006850004196166992 || Total time:22.717889308929443 Iteration: 49 || Clusters count: 4 || Log posterior: -262087.52210236745 || Iter Time:0.006597995758056641 || Total time:22.7244873046875 Iteration: 50 || Clusters count: 4 || Log posterior: -262068.61090278826 || Iter Time:0.006814002990722656 || Total time:22.731301307678223 Iteration: 51 || Clusters count: 4 || Log posterior: -262070.31540065445 || Iter Time:0.00676417350769043 || Total time:22.738065481185913 Iteration: 52 || Clusters count: 4 || Log posterior: -262063.36009350742 || Iter Time:0.006384849548339844 || Total time:22.744450330734253 Iteration: 53 || Clusters count: 5 || Log posterior: -261636.68518385678 || Iter Time:0.007433176040649414 || Total time:22.751883506774902 Iteration: 54 || Clusters count: 5 || Log posterior: -261523.08893498356 || Iter Time:0.0069501399993896484 || Total time:22.758833646774292 Iteration: 55 || Clusters count: 5 || Log posterior: -261467.89560386332 || Iter Time:0.006837129592895508 || Total time:22.765670776367188 Iteration: 56 || Clusters count: 5 || Log posterior: -261477.83907710755 || Iter Time:0.006684064865112305 || Total time:22.7723548412323 Iteration: 57 || Clusters count: 6 || Log posterior: -261139.64528197207 || Iter Time:0.008488893508911133 || Total time:22.78084373474121 Iteration: 58 || Clusters count: 6 || Log posterior: -261094.53257482094 || Iter Time:0.8834161758422852 || Total time:23.664259910583496 Iteration: 59 || Clusters count: 6 || Log posterior: -261067.2077504837 || Iter Time:0.008363962173461914 || Total time:23.672623872756958 Iteration: 60 || Clusters count: 6 || Log posterior: -261049.58239310197 || Iter Time:0.008335113525390625 || Total time:23.68095898628235 Iteration: 61 || Clusters count: 6 || Log posterior: -261062.2289659074 || Iter Time:0.008209943771362305 || Total time:23.68916893005371 Iteration: 62 || Clusters count: 6 || Log posterior: -260975.78851782763 || Iter Time:0.0075130462646484375 || Total time:23.69668197631836 Loading and distributing data: 0.000694 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 8 || Log posterior: -260302.169294116 || Iter Time:0.009624004364013672 || Total time:23.706305980682373 Iteration: 64 || Clusters count: 8 || Log posterior: -260073.9473804881 || Iter Time:0.008414983749389648 || Total time:23.714720964431763 Iteration: 65 || Clusters count: 8 || Log posterior: -260029.8689029334 || Iter Time:0.032441139221191406 || Total time:23.747162103652954 Iteration: 66 || Clusters count: 8 || Log posterior: -260013.20764972016 || Iter Time:0.008545160293579102 || Total time:23.755707263946533 Iteration: 67 || Clusters count: 8 || Log posterior: -260007.99406824142 || Iter Time:0.008580923080444336 || Total time:23.764288187026978 Iteration: 68 || Clusters count: 10 || Log posterior: -259236.58556644229 || Iter Time:0.010825157165527344 || Total time:23.775113344192505 Iteration: 69 || Clusters count: 10 || Log posterior: -259153.16070897417 || Iter Time:0.00937199592590332 || Total time:23.784485340118408 Iteration: 70 || Clusters count: 10 || Log posterior: -259148.63219922403 || Iter Time:0.009328126907348633 || Total time:23.793813467025757 Iteration: 71 || Clusters count: 10 || Log posterior: -259144.9816735266 || Iter Time:0.009413003921508789 || Total time:23.803226470947266 Iteration: 72 || Clusters count: 11 || Log posterior: -258610.7585650033 || Iter Time:0.010654926300048828 || Total time:23.813881397247314 Iteration: 73 || Clusters count: 11 || Log posterior: -258570.2400752077 || Iter Time:0.023002147674560547 || Total time:23.836883544921875 Iteration: 74 || Clusters count: 11 || Log posterior: -258561.8076396759 || Iter Time:0.010264873504638672 || Total time:23.847148418426514 Iteration: 75 || Clusters count: 11 || Log posterior: -258536.4985772663 || Iter Time:0.010812997817993164 || Total time:23.857961416244507 Iteration: 76 || Clusters count: 11 || Log posterior: -258539.7703055807 || Iter Time:0.009871959686279297 || Total time:23.867833375930786 Iteration: 77 || Clusters count: 11 || Log posterior: -258525.79266116009 || Iter Time:0.010436058044433594 || Total time:23.87826943397522 Iteration: 78 || Clusters count: 11 || Log posterior: -258536.19574067823 || Iter Time:0.02586507797241211 || Total time:23.904134511947632 Iteration: 79 || Clusters count: 12 || Log posterior: -258245.03840134776 || Iter Time:0.011854171752929688 || Total time:23.91598868370056 Iteration: 80 || Clusters count: 12 || Log posterior: -258229.39161491478 || Iter Time:0.010137081146240234 || Total time:23.9261257648468 Iteration: 81 || Clusters count: 12 || Log posterior: -258215.17377744347 || Iter Time:0.01064300537109375 || Total time:23.936768770217896 Iteration: 82 || Clusters count: 12 || Log posterior: -258193.450645218 || Iter Time:0.009105920791625977 || Total time:23.94587469100952 Iteration: 83 || Clusters count: 12 || Log posterior: -258164.585272508 || Iter Time:0.008646011352539062 || Total time:23.95452070236206 Loading and distributing data: 0.000490 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 12 || Log posterior: -258040.01831499723 || Iter Time:0.009579181671142578 || Total time:23.964099884033203 Iteration: 85 || Clusters count: 13 || Log posterior: -257804.90472600018 || Iter Time:0.01099395751953125 || Total time:23.975093841552734 Iteration: 86 || Clusters count: 13 || Log posterior: -257761.55987006714 || Iter Time:0.010470151901245117 || Total time:23.98556399345398 Iteration: 87 || Clusters count: 15 || Log posterior: -256989.79474978062 || Iter Time:0.01701498031616211 || Total time:24.00257897377014 Iteration: 88 || Clusters count: 15 || Log posterior: -256933.2862434551 || Iter Time:0.011202096939086914 || Total time:24.01378107070923 Iteration: 89 || Clusters count: 15 || Log posterior: -256902.7415286673 || Iter 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posterior: -255109.9843486222 || Iter Time:0.019392013549804688 || Total time:24.490221738815308 Iteration: 118 || Clusters count: 20 || Log posterior: -255111.65488832956 || Iter Time:0.024775028228759766 || Total time:24.514996767044067 Iteration: 119 || Clusters count: 20 || Log posterior: -255113.6895032105 || Iter Time:0.023499011993408203 || Total time:24.538495779037476 Iteration: 120 || Clusters count: 20 || Log posterior: -255108.5760874118 || Iter Time:0.024432897567749023 || Total time:24.562928676605225 Iteration: 121 || Clusters count: 20 || Log posterior: -255109.6747858342 || Iter Time:0.025996923446655273 || Total time:24.58892560005188 Iteration: 122 || Clusters count: 20 || Log posterior: -255109.82196568715 || Iter Time:0.022413969039916992 || Total time:24.611339569091797 Iteration: 123 || Clusters count: 20 || Log posterior: -255105.40717191846 || Iter Time:0.02172994613647461 || Total time:24.63306951522827 Iteration: 124 || Clusters count: 20 || Log posterior: -255115.97242537225 || Iter Time:0.028636932373046875 || Total time:24.66170644760132 Iteration: 125 || Clusters count: 20 || Log posterior: -255107.41285170979 || Iter Time:0.023060083389282227 || Total time:24.6847665309906 Loading and distributing data: 0.000505 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -254921.8735950875 || Iter Time:0.029031991958618164 || Total time:24.71379852294922 Iteration: 127 || Clusters count: 20 || Log posterior: -254906.84717547026 || Iter Time:0.025183916091918945 || Total time:24.738982439041138 Iteration: 128 || Clusters count: 20 || Log posterior: -254912.13510859272 || Iter Time:0.025246858596801758 || Total time:24.76422929763794 Iteration: 129 || Clusters count: 20 || Log posterior: -254911.7352959321 || Iter Time:0.02935504913330078 || Total time:24.79358434677124 Iteration: 130 || Clusters count: 20 || Log posterior: -254911.33977370677 || Iter Time:0.02487492561340332 || Total 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-254743.7383399552 || Iter Time:0.02912306785583496 || Total time:25.404789209365845 Iteration: 152 || Clusters count: 20 || Log posterior: -254743.7383399552 || Iter Time:0.030014991760253906 || Total time:25.4348042011261 Iteration: 153 || Clusters count: 20 || Log posterior: -254741.80152425088 || Iter Time:0.024956941604614258 || Total time:25.459761142730713 Iteration: 154 || Clusters count: 20 || Log posterior: -254742.35524662136 || Iter Time:0.02908492088317871 || Total time:25.48884606361389 Iteration: 155 || Clusters count: 20 || Log posterior: -254745.0493934815 || Iter Time:0.02541208267211914 || Total time:25.51425814628601 Iteration: 156 || Clusters count: 20 || Log posterior: -254747.73371737846 || Iter Time:0.024790048599243164 || Total time:25.539048194885254 Iteration: 157 || Clusters count: 20 || Log posterior: -254745.03957051833 || Iter Time:0.028383970260620117 || Total time:25.567432165145874 Iteration: 158 || Clusters count: 20 || Log posterior: 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-254749.21777454054 || Iter Time:0.02577996253967285 || Total time:25.782191276550293 Iteration: 166 || Clusters count: 20 || Log posterior: -254741.89447935426 || Iter Time:0.02557206153869629 || Total time:25.80776333808899 Iteration: 167 || Clusters count: 20 || Log posterior: -254741.89447935426 || Iter Time:0.027861833572387695 || Total time:25.835625171661377 Loading and distributing data: 0.000585 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -254905.01002192064 || Iter Time:0.02579212188720703 || Total time:25.861417293548584 Iteration: 169 || Clusters count: 20 || Log posterior: -254880.54406161144 || Iter Time:0.02678704261779785 || Total time:25.888204336166382 Iteration: 170 || Clusters count: 20 || Log posterior: -254880.2660277731 || Iter Time:0.022726058959960938 || Total time:25.910930395126343 Iteration: 171 || Clusters count: 20 || Log posterior: -254880.2660277731 || Iter Time:0.02220296859741211 || Total 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time:26.286481618881226 Iteration: 186 || Clusters count: 20 || Log posterior: -254887.9839107655 || Iter Time:0.025265932083129883 || Total time:26.311747550964355 Iteration: 187 || Clusters count: 20 || Log posterior: -254898.32085925437 || Iter Time:0.02656102180480957 || Total time:26.338308572769165 Iteration: 188 || Clusters count: 20 || Log posterior: -254878.20943474188 || Iter Time:0.027625083923339844 || Total time:26.365933656692505 Loading and distributing data: 0.000539 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255004.84609717992 || Iter Time:0.02542710304260254 || Total time:26.391360759735107 Iteration: 190 || Clusters count: 20 || Log posterior: -254982.5715298885 || Iter Time:0.025030851364135742 || Total time:26.416391611099243 Iteration: 191 || Clusters count: 20 || Log posterior: -254985.0668849249 || Iter Time:0.02091193199157715 || Total time:26.43730354309082 Iteration: 192 || Clusters count: 20 || Log posterior: -254979.6156559603 || Iter Time:0.020570993423461914 || Total time:26.457874536514282 Iteration: 193 || Clusters count: 20 || Log posterior: -254983.7914139401 || Iter Time:0.025494098663330078 || Total time:26.483368635177612 Iteration: 194 || Clusters count: 20 || Log posterior: -254979.02918233062 || Iter Time:0.0212249755859375 || Total time:26.50459361076355 Iteration: 195 || Clusters count: 20 || Log posterior: -254981.80300818122 || Iter Time:0.020466089248657227 || Total time:26.525059700012207 Iteration: 196 || Clusters count: 20 || Log posterior: -254977.22236307382 || Iter Time:0.024964094161987305 || Total time:26.550023794174194 Iteration: 197 || Clusters count: 20 || Log posterior: -254975.05536009444 || Iter Time:0.022906064987182617 || Total time:26.572929859161377 Iteration: 198 || Clusters count: 20 || Log posterior: -254975.64183372413 || Iter Time:0.021291017532348633 || Total time:26.594220876693726 Iteration: 199 || Clusters count: 20 || Log posterior: -254976.40389626895 || Iter Time:0.024903059005737305 || Total time:26.619123935699463 Iteration: 200 || Clusters count: 20 || Log posterior: -254976.40389626895 || Iter Time:0.020717859268188477 || Total time:26.63984179496765 Iteration: 201 || Clusters count: 20 || Log posterior: -254978.77893513886 || Iter Time:0.020584821701049805 || Total time:26.6604266166687 Iteration: 202 || Clusters count: 20 || Log posterior: -254975.38477515444 || Iter Time:0.0249631404876709 || Total time:26.685389757156372 Iteration: 203 || Clusters count: 20 || Log posterior: -254974.64918599196 || Iter Time:0.020480871200561523 || Total time:26.705870628356934 Iteration: 204 || Clusters count: 20 || Log posterior: -254983.3608012074 || Iter Time:0.028722047805786133 || Total time:26.73459267616272 Iteration: 205 || Clusters count: 20 || Log posterior: -254989.47718791172 || Iter Time:0.025417804718017578 || Total time:26.760010480880737 Iteration: 206 || Clusters count: 20 || Log posterior: -254984.9232200857 || Iter Time:0.025262117385864258 || Total time:26.7852725982666 Iteration: 207 || Clusters count: 20 || Log posterior: -254975.7909194619 || Iter Time:0.029326915740966797 || Total time:26.81459951400757 Iteration: 208 || Clusters count: 20 || Log posterior: -254975.9450229264 || Iter Time:0.026968002319335938 || Total time:26.841567516326904 Iteration: 209 || Clusters count: 20 || Log posterior: -254975.9450229264 || Iter Time:0.028433799743652344 || Total time:26.870001316070557 NMI: 0.7911794230144034 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m26.8s [129970, 28541, 3437, 11047, 45545, 45573, 84788, 36066, 13228, 88805, 70345, 22405, 14060, 28402, 136773, 7878, 155669, 7104, 45432, 24932] Loading and distributing data: 0.000228 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6822.966881461858 || Iter Time:4.778196096420288 || Total time:4.778196096420288 Iteration: 1 || Clusters count: 1 || Log posterior: -6822.966881461858 || Iter Time:0.0020661354064941406 || Total time:4.780262231826782 Iteration: 2 || Clusters count: 1 || Log posterior: -6822.966881461858 || Iter Time:0.0015540122985839844 || Total time:4.781816244125366 Iteration: 3 || Clusters count: 1 || Log posterior: -6822.966881461858 || Iter Time:0.0015180110931396484 || Total time:4.783334255218506 Iteration: 4 || Clusters count: 1 || Log posterior: -6822.966881461858 || Iter Time:0.001592874526977539 || Total time:4.784927129745483 Iteration: 5 || Clusters count: 1 || Log posterior: -6822.966881461858 || Iter Time:0.0013020038604736328 || Total time:4.786229133605957 Iteration: 6 || Clusters count: 1 || Log posterior: -6822.966881461858 || Iter Time:0.0012121200561523438 || Total time:4.787441253662109 Iteration: 7 || Clusters count: 1 || Log posterior: -6822.966881461858 || Iter Time:0.0013229846954345703 || Total time:4.788764238357544 Iteration: 8 || Clusters count: 2 || Log posterior: -6644.916327934612 || Iter Time:0.16205716133117676 || Total time:4.950821399688721 Iteration: 9 || Clusters count: 2 || Log posterior: -6626.589466353435 || Iter Time:0.001956939697265625 || Total time:4.952778339385986 Iteration: 10 || Clusters count: 2 || Log posterior: -6587.417294477294 || Iter Time:0.0019068717956542969 || Total time:4.954685211181641 Iteration: 11 || Clusters count: 2 || Log posterior: -6591.619678486739 || Iter Time:0.0019350051879882812 || Total time:4.956620216369629 Iteration: 12 || Clusters count: 2 || Log posterior: -6568.884966582184 || Iter Time:0.0018541812896728516 || Total time:4.958474397659302 Iteration: 13 || Clusters count: 2 || Log posterior: -6565.896667415107 || Iter Time:0.0017600059509277344 || Total time:4.9602344036102295 Iteration: 14 || Clusters count: 2 || Log posterior: -6565.146164974585 || Iter Time:0.0017261505126953125 || Total time:4.961960554122925 Iteration: 15 || Clusters count: 2 || Log posterior: -6566.139950169074 || Iter Time:0.0017039775848388672 || Total time:4.963664531707764 Iteration: 16 || Clusters count: 2 || Log posterior: -6566.95462368439 || Iter Time:0.001650094985961914 || Total time:4.965314626693726 Iteration: 17 || Clusters count: 2 || Log posterior: -6555.646551942344 || Iter Time:0.05580282211303711 || Total time:5.021117448806763 Iteration: 18 || Clusters count: 4 || Log posterior: -6104.23031596854 || Iter Time:0.005504131317138672 || Total time:5.026621580123901 Iteration: 19 || Clusters count: 4 || Log posterior: -6127.559146223984 || Iter Time:0.0030651092529296875 || Total time:5.029686689376831 Iteration: 20 || Clusters count: 4 || Log posterior: -6124.117215999926 || Iter Time:0.0029091835021972656 || Total time:5.032595872879028 Iteration: 21 || Clusters count: 4 || Log posterior: -6162.00403874705 || Iter Time:0.0029740333557128906 || Total time:5.035569906234741 Iteration: 22 || Clusters count: 4 || Log posterior: -6147.545049280674 || Iter Time:0.003041982650756836 || Total time:5.038611888885498 Iteration: 23 || Clusters count: 4 || Log posterior: -6169.4742989994 || Iter Time:0.0029418468475341797 || Total time:5.041553735733032 Iteration: 24 || Clusters count: 4 || Log posterior: -6152.01374818939 || Iter Time:0.04617595672607422 || Total time:5.0877296924591064 Iteration: 25 || Clusters count: 4 || Log posterior: -6163.719417731259 || Iter Time:0.0026750564575195312 || Total time:5.090404748916626 Iteration: 26 || Clusters count: 4 || Log posterior: -6170.699117571876 || Iter Time:0.002618074417114258 || Total time:5.09302282333374 Iteration: 27 || Clusters count: 4 || Log posterior: -6146.692303032673 || Iter Time:0.0025780200958251953 || Total time:5.095600843429565 Iteration: 28 || Clusters count: 5 || Log posterior: -5979.80995976793 || Iter Time:0.004186868667602539 || Total time:5.099787712097168 Iteration: 29 || Clusters count: 5 || Log posterior: -5973.676600649438 || Iter Time:0.0028069019317626953 || Total time:5.102594614028931 Iteration: 30 || Clusters count: 5 || Log posterior: -5871.01108362273 || Iter Time:1.1955039501190186 || Total time:6.298098564147949 false [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3] [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3] Loading and distributing data: 0.000188 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 6 || Log posterior: -5669.29003459489 || Iter Time:0.032006025314331055 || Total time:6.33010458946228 Iteration: 32 || Clusters count: 6 || Log posterior: -5545.347561712572 || Iter Time:0.005801200866699219 || Total time:6.3359057903289795 Loading and distributing data: 0.000134 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 6 || Log posterior: -4623.337823237262 || Iter Time:0.0036950111389160156 || Total time:6.3396008014678955 Iteration: 34 || Clusters count: 6 || Log posterior: -4563.865044029802 || Iter Time:0.005947113037109375 || Total time:6.345547914505005 Loading and distributing data: 0.000127 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 6 || Log posterior: -4299.565337759299 || Iter Time:0.00362396240234375 || Total time:6.349171876907349 Iteration: 36 || Clusters count: 6 || Log posterior: -4262.524901786712 || Iter Time:0.005845069885253906 || Total time:6.3550169467926025 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 6 || Log posterior: -4272.143785578494 || Iter Time:0.003599882125854492 || Total time:6.358616828918457 Iteration: 38 || Clusters count: 6 || Log posterior: -4230.535052318381 || Iter Time:0.005642890930175781 || Total time:6.364259719848633 Loading and distributing data: 0.000121 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 6 || Log posterior: -4259.174225924546 || Iter Time:0.0037758350372314453 || Total time:6.368035554885864 Iteration: 40 || Clusters count: 6 || Log posterior: -4226.560290374351 || Iter Time:0.006011009216308594 || Total time:6.374046564102173 Loading and distributing data: 0.000136 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 7 || Log posterior: -4256.648651431909 || Iter Time:0.0993809700012207 || Total time:6.4734275341033936 Iteration: 42 || Clusters count: 7 || Log posterior: -4229.971797576099 || Iter Time:0.0069539546966552734 || Total time:6.480381488800049 Loading and distributing data: 0.000135 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 7 || Log posterior: -4150.752656890839 || Iter Time:0.005419015884399414 || Total time:6.485800504684448 Iteration: 44 || Clusters count: 7 || Log posterior: -4081.5314378214957 || Iter Time:0.00726008415222168 || Total time:6.49306058883667 Loading and distributing data: 0.000123 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 8 || Log posterior: -3885.002016644533 || Iter Time:0.005381107330322266 || Total time:6.498441696166992 Iteration: 46 || Clusters count: 8 || Log posterior: -3836.041668734759 || Iter Time:0.007497072219848633 || Total time:6.505938768386841 Loading and distributing data: 0.000129 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 8 || Log posterior: -3866.1958836402823 || Iter Time:0.004757881164550781 || Total time:6.510696649551392 Iteration: 48 || Clusters count: 8 || Log posterior: -3828.108398963357 || Iter Time:0.007796049118041992 || Total time:6.518492698669434 Loading and distributing data: 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Time:0.008840084075927734 || Total time:6.559150695800781 Loading and distributing data: 0.000151 seconds (128 allocations: 13.180 KiB) Iteration: 55 || Clusters count: 8 || Log posterior: -3851.043213577377 || Iter Time:0.006903886795043945 || Total time:6.566054582595825 Iteration: 56 || Clusters count: 8 || Log posterior: -3825.6289807161297 || Iter Time:0.009284019470214844 || Total time:6.57533860206604 Loading and distributing data: 0.000137 seconds (128 allocations: 13.180 KiB) Iteration: 57 || Clusters count: 8 || Log posterior: -3879.0925448013622 || Iter Time:0.006597042083740234 || Total time:6.58193564414978 Iteration: 58 || Clusters count: 8 || Log posterior: -3840.748266941304 || Iter Time:0.009499073028564453 || Total time:6.591434717178345 Loading and distributing data: 0.000127 seconds (128 allocations: 13.180 KiB) Iteration: 59 || Clusters count: 9 || Log posterior: -3857.289382063034 || Iter Time:0.00784921646118164 || Total time:6.599283933639526 Iteration: 60 || Clusters count: 9 || Log posterior: -3768.4752846758215 || Iter Time:0.009623050689697266 || Total time:6.608906984329224 Loading and distributing data: 0.000130 seconds (128 allocations: 13.180 KiB) Iteration: 61 || Clusters count: 9 || Log posterior: -3765.137519044868 || Iter Time:0.006582021713256836 || Total time:6.6154890060424805 Iteration: 62 || Clusters count: 9 || Log posterior: -3726.7613405254124 || Iter Time:0.009799957275390625 || Total time:6.625288963317871 Loading and distributing data: 0.000132 seconds (128 allocations: 13.180 KiB) Iteration: 63 || Clusters count: 9 || Log posterior: -3773.7292091924187 || Iter Time:0.0069921016693115234 || Total time:6.632281064987183 Iteration: 64 || Clusters count: 9 || Log posterior: -3721.3071822702213 || Iter Time:0.009926080703735352 || Total time:6.642207145690918 Loading and distributing data: 0.000125 seconds (128 allocations: 13.180 KiB) Iteration: 65 || Clusters count: 10 || Log posterior: -3671.2949415384956 || Iter 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71 || Clusters count: 10 || Log posterior: -3528.8448686633737 || Iter Time:0.007524013519287109 || Total time:6.70050311088562 Iteration: 72 || Clusters count: 10 || Log posterior: -3504.542866170985 || Iter Time:0.011146068572998047 || Total time:6.711649179458618 Loading and distributing data: 0.000135 seconds (128 allocations: 13.180 KiB) Iteration: 73 || Clusters count: 10 || Log posterior: -3518.26724857523 || Iter Time:0.00808405876159668 || Total time:6.719733238220215 Iteration: 74 || Clusters count: 10 || Log posterior: -3475.4648714433233 || Iter Time:0.011082887649536133 || Total time:6.730816125869751 Loading and distributing data: 0.000125 seconds (128 allocations: 13.180 KiB) Iteration: 75 || Clusters count: 10 || Log posterior: -3525.082994428076 || Iter Time:0.008388996124267578 || Total time:6.7392051219940186 Iteration: 76 || Clusters count: 10 || Log posterior: -3480.219181895928 || Iter Time:0.01164698600769043 || Total time:6.750852108001709 Loading and distributing data: 0.000126 seconds (128 allocations: 13.180 KiB) Iteration: 77 || Clusters count: 10 || Log posterior: -3470.694664362828 || Iter Time:0.05466294288635254 || Total time:6.8055150508880615 Iteration: 78 || Clusters count: 10 || Log posterior: -3428.9702132798 || Iter Time:0.012697935104370117 || Total time:6.818212985992432 Loading and distributing data: 0.000137 seconds (128 allocations: 13.180 KiB) Iteration: 79 || Clusters count: 10 || Log posterior: -3484.7592412691406 || Iter Time:0.009156942367553711 || Total time:6.827369928359985 Iteration: 80 || Clusters count: 10 || Log posterior: -3445.9915418813616 || Iter Time:0.01255178451538086 || Total time:6.839921712875366 Loading and distributing data: 0.000134 seconds (128 allocations: 13.180 KiB) Iteration: 81 || Clusters count: 10 || Log posterior: -3501.8851222028734 || Iter Time:0.008530855178833008 || Total time:6.848452568054199 Iteration: 82 || Clusters count: 10 || Log posterior: -3438.6361702453023 || Iter 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Iteration: 99 || Clusters count: 13 || Log posterior: -3172.383273887178 || Iter Time:0.009826898574829102 || Total time:7.037496089935303 Iteration: 100 || Clusters count: 13 || Log posterior: -3114.835997002289 || Iter Time:0.013170003890991211 || Total time:7.050666093826294 Loading and distributing data: 0.000134 seconds (128 allocations: 13.180 KiB) Iteration: 101 || Clusters count: 13 || Log posterior: -3137.2167702808865 || Iter Time:0.008784055709838867 || Total time:7.059450149536133 Iteration: 102 || Clusters count: 13 || Log posterior: -3102.747224058066 || Iter Time:0.013190984725952148 || Total time:7.072641134262085 Loading and distributing data: 0.000120 seconds (128 allocations: 13.180 KiB) Iteration: 103 || Clusters count: 13 || Log posterior: -3197.796600418572 || Iter Time:0.010478973388671875 || Total time:7.083120107650757 Iteration: 104 || Clusters count: 13 || Log posterior: -3155.4119224610645 || Iter Time:0.014533042907714844 || Total time:7.097653150558472 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Iteration: 138 || Clusters count: 13 || Log posterior: -3132.5635848746188 || Iter Time:0.015543937683105469 || Total time:7.5914835929870605 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 139 || Clusters count: 13 || Log posterior: -3151.9914671049382 || Iter Time:0.01202392578125 || Total time:7.6035075187683105 Iteration: 140 || Clusters count: 13 || Log posterior: -3120.772674577928 || Iter Time:0.015729188919067383 || Total time:7.619236707687378 Loading and distributing data: 0.000139 seconds (128 allocations: 13.180 KiB) Iteration: 141 || Clusters count: 13 || Log posterior: -3088.5140036175294 || Iter Time:0.012249946594238281 || Total time:7.631486654281616 Iteration: 142 || Clusters count: 13 || Log posterior: -3082.4888160976534 || Iter Time:0.017553091049194336 || Total time:7.6490397453308105 Loading and distributing data: 0.000142 seconds (128 allocations: 13.180 KiB) Iteration: 143 || Clusters count: 13 || Log posterior: 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15 || Log posterior: -3016.9012212041853 || Iter Time:0.01660299301147461 || Total time:8.936261653900146 Loading and distributing data: 0.000113 seconds (128 allocations: 13.180 KiB) Iteration: 189 || Clusters count: 15 || Log posterior: -3024.790917819675 || Iter Time:0.012200117111206055 || Total time:8.948461771011353 Iteration: 190 || Clusters count: 15 || Log posterior: -3014.94995296823 || Iter Time:0.016786813735961914 || Total time:8.965248584747314 Loading and distributing data: 0.000120 seconds (128 allocations: 13.180 KiB) Iteration: 191 || Clusters count: 15 || Log posterior: -3036.1322626062215 || Iter Time:0.01439213752746582 || Total time:8.97964072227478 Iteration: 192 || Clusters count: 15 || Log posterior: -3020.47602519385 || Iter Time:0.01923084259033203 || Total time:8.998871564865112 Loading and distributing data: 0.000124 seconds (128 allocations: 13.180 KiB) Iteration: 193 || Clusters count: 15 || Log posterior: -3059.914808788463 || Iter 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Iteration: 199 || Clusters count: 15 || Log posterior: -3075.6251303011823 || Iter Time:0.014086008071899414 || Total time:9.115549564361572 Iteration: 200 || Clusters count: 15 || Log posterior: -3069.007359519467 || Iter Time:0.019742965698242188 || Total time:9.135292530059814 Loading and distributing data: 0.000125 seconds (128 allocations: 13.180 KiB) Iteration: 201 || Clusters count: 15 || Log posterior: -3128.209240190989 || Iter Time:0.01570296287536621 || Total time:9.15099549293518 Iteration: 202 || Clusters count: 15 || Log posterior: -3117.558018279599 || Iter Time:0.01958608627319336 || Total time:9.170581579208374 Loading and distributing data: 0.000137 seconds (128 allocations: 13.180 KiB) Iteration: 203 || Clusters count: 15 || Log posterior: -3082.985505572701 || Iter Time:0.01468205451965332 || Total time:9.185263633728027 Iteration: 204 || Clusters count: 15 || Log posterior: -3069.968594018459 || Iter Time:0.018934965133666992 || Total time:9.204198598861694 Loading 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Iteration: 437 || Clusters count: 15 || Log posterior: -3045.23068922107 || Iter Time:0.013743877410888672 || Total time:13.346335411071777 Iteration: 438 || Clusters count: 15 || Log posterior: -3025.785956814755 || Iter Time:0.018362998962402344 || Total time:13.36469841003418 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 439 || Clusters count: 15 || Log posterior: -3037.7021808882982 || Iter Time:0.013962984085083008 || Total time:13.378661394119263 Iteration: 440 || Clusters count: 15 || Log posterior: -3012.1522158809335 || Iter Time:0.018442869186401367 || Total time:13.397104263305664 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 441 || Clusters count: 15 || Log posterior: -3031.053564129431 || Iter Time:0.014261007308959961 || Total time:13.411365270614624 Iteration: 442 || Clusters count: 15 || Log posterior: -3018.393822586996 || Iter Time:0.019041061401367188 || Total 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Iteration: 636 || Clusters count: 15 || Log posterior: -3065.0214589182383 || Iter Time:0.01862502098083496 || Total time:16.785776138305664 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 637 || Clusters count: 15 || Log posterior: -3101.050667407616 || Iter Time:0.014877080917358398 || Total time:16.800653219223022 Iteration: 638 || Clusters count: 15 || Log posterior: -3076.733150694498 || Iter Time:0.019331932067871094 || Total time:16.819985151290894 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 639 || Clusters count: 15 || Log posterior: -3066.798252145523 || Iter Time:0.014341115951538086 || Total time:16.83432626724243 Iteration: 640 || Clusters count: 15 || Log posterior: -3051.299816402464 || Iter Time:0.01913595199584961 || Total time:16.85346221923828 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 641 || Clusters count: 15 || Log posterior: 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Iteration: 741 || Clusters count: 15 || Log posterior: -3067.312243821611 || Iter Time:0.017771005630493164 || Total time:18.68355941772461 Iteration: 742 || Clusters count: 15 || Log posterior: -3064.4481036463403 || Iter Time:0.02097296714782715 || Total time:18.704532384872437 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 743 || Clusters count: 15 || Log posterior: -3089.541215051302 || Iter Time:0.015674114227294922 || Total time:18.72020649909973 Iteration: 744 || Clusters count: 15 || Log posterior: -3068.9693855327223 || Iter Time:0.02056407928466797 || Total time:18.7407705783844 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 745 || Clusters count: 15 || Log posterior: -3050.6607884553587 || Iter Time:0.015465974807739258 || Total time:18.75623655319214 Iteration: 746 || Clusters count: 15 || Log posterior: -3039.544574016184 || Iter Time:0.020339012145996094 || Total time:18.776575565338135 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Iteration: 885 || Clusters count: 15 || Log posterior: -3135.801648710467 || Iter Time:0.01299595832824707 || Total time:21.2523512840271 Iteration: 886 || Clusters count: 15 || Log posterior: -3127.7284350707905 || Iter Time:0.018247127532958984 || Total time:21.27059841156006 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 887 || Clusters count: 15 || Log posterior: -3142.5811213655593 || Iter Time:0.013628959655761719 || Total time:21.28422737121582 Iteration: 888 || Clusters count: 15 || Log posterior: -3127.8915768200236 || Iter Time:0.018203020095825195 || Total time:21.302430391311646 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 889 || Clusters count: 15 || Log posterior: -3094.0166426426795 || Iter Time:0.013058185577392578 || Total time:21.315488576889038 Iteration: 890 || Clusters count: 15 || Log posterior: -3067.9906348800587 || Iter Time:0.01778411865234375 || Total time:21.333272695541382 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Iteration: 924 || Clusters count: 15 || Log posterior: -2986.524973844105 || Iter Time:0.03853201866149902 || Total time:21.92998480796814 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 925 || Clusters count: 15 || Log posterior: -3035.442724942187 || Iter Time:0.01737189292907715 || Total time:21.947356700897217 Iteration: 926 || Clusters count: 15 || Log posterior: -3022.091991396863 || Iter Time:0.01893901824951172 || Total time:21.96629571914673 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 927 || Clusters count: 15 || Log posterior: -3036.1671599375477 || Iter Time:0.014697074890136719 || Total time:21.980992794036865 Iteration: 928 || Clusters count: 15 || Log posterior: -3026.4907830953252 || Iter Time:0.018929004669189453 || Total time:21.999921798706055 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 929 || Clusters count: 15 || Log posterior: 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|| Log posterior: -3069.556631284251 || Iter Time:0.01911187171936035 || Total time:22.29939579963684 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 947 || Clusters count: 15 || Log posterior: -3054.0451995561275 || Iter Time:0.013931035995483398 || Total time:22.313326835632324 Iteration: 948 || Clusters count: 15 || Log posterior: -3045.47505223951 || Iter Time:0.018115997314453125 || Total time:22.331442832946777 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 949 || Clusters count: 15 || Log posterior: -3041.17452692157 || Iter Time:0.013426065444946289 || Total time:22.344868898391724 Iteration: 950 || Clusters count: 15 || Log posterior: -3020.297440890461 || Iter Time:0.01771092414855957 || Total time:22.362579822540283 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 951 || Clusters count: 15 || Log posterior: -3043.980701363148 || Iter 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Iteration: 957 || Clusters count: 15 || Log posterior: -3101.1944607078894 || Iter Time:0.01402902603149414 || Total time:22.49782681465149 Iteration: 958 || Clusters count: 15 || Log posterior: -3091.0910210130714 || Iter Time:0.018573999404907227 || Total time:22.516400814056396 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 959 || Clusters count: 15 || Log posterior: -3099.4435256448396 || Iter Time:0.013786077499389648 || Total time:22.530186891555786 Iteration: 960 || Clusters count: 15 || Log posterior: -3087.5606716840257 || Iter Time:0.018795013427734375 || Total time:22.54898190498352 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 961 || Clusters count: 15 || Log posterior: -3101.3333861922883 || Iter Time:0.014623880386352539 || Total time:22.563605785369873 Iteration: 962 || Clusters count: 15 || Log posterior: -3077.309383146341 || Iter Time:0.01866602897644043 || Total 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-3069.7713054780124 || Iter Time:0.01978898048400879 || Total time:24.175170183181763 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1057 || Clusters count: 15 || Log posterior: -3073.8659160993575 || Iter Time:0.01482081413269043 || Total time:24.189990997314453 Iteration: 1058 || Clusters count: 15 || Log posterior: -3063.528994221564 || Iter Time:0.01846599578857422 || Total time:24.208456993103027 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1059 || Clusters count: 15 || Log posterior: -3060.0561015240073 || Iter Time:0.013241052627563477 || Total time:24.22169804573059 Iteration: 1060 || Clusters count: 15 || Log posterior: -3059.0333281003604 || Iter Time:0.018045902252197266 || Total time:24.239743947982788 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1061 || Clusters count: 15 || Log posterior: -3078.142607655993 || Iter Time:0.014138936996459961 || 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-3053.1422639786497 || Iter Time:0.018412113189697266 || Total time:24.95001530647278 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1101 || Clusters count: 15 || Log posterior: -3079.5785962155833 || Iter Time:0.013786077499389648 || Total time:24.963801383972168 Iteration: 1102 || Clusters count: 15 || Log posterior: -3053.1140573850926 || Iter Time:0.018551111221313477 || Total time:24.98235249519348 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1103 || Clusters count: 15 || Log posterior: -3078.381222114682 || Iter Time:0.013783931732177734 || Total time:24.99613642692566 Iteration: 1104 || Clusters count: 15 || Log posterior: -3056.6699565903173 || Iter Time:0.018046855926513672 || Total time:25.014183282852173 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1105 || Clusters count: 15 || Log posterior: -3046.6825668227134 || Iter Time:0.013631105422973633 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Iteration: 1216 || Clusters count: 15 || Log posterior: -3047.205002771677 || Iter Time:0.018639087677001953 || Total time:26.97637104988098 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1217 || Clusters count: 15 || Log posterior: -3099.0442500337335 || Iter Time:0.015465974807739258 || Total time:26.99183702468872 Iteration: 1218 || Clusters count: 15 || Log posterior: -3068.8751434387586 || Iter Time:0.01860189437866211 || Total time:27.010438919067383 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1219 || Clusters count: 15 || Log posterior: -3093.129623663062 || Iter Time:0.013751983642578125 || Total time:27.02419090270996 Iteration: 1220 || Clusters count: 15 || Log posterior: -3080.7768683273976 || Iter Time:0.018316030502319336 || Total time:27.04250693321228 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1221 || Clusters count: 15 || Log posterior: 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15 || Log posterior: -3068.291098753108 || Iter Time:0.014356136322021484 || Total time:27.454163312911987 Iteration: 1244 || Clusters count: 15 || Log posterior: -3048.9985027002654 || Iter Time:0.019388914108276367 || Total time:27.473552227020264 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1245 || Clusters count: 15 || Log posterior: -3103.5741306511645 || Iter Time:0.015043973922729492 || Total time:27.488596200942993 Iteration: 1246 || Clusters count: 15 || Log posterior: -3090.1600378672083 || Iter Time:0.01955389976501465 || Total time:27.508150100708008 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1247 || Clusters count: 15 || Log posterior: -3079.311135315263 || Iter Time:0.015486955642700195 || Total time:27.523637056350708 Iteration: 1248 || Clusters count: 15 || Log posterior: -3072.817479929391 || Iter Time:0.01941084861755371 || Total time:27.54304790496826 Loading and distributing 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-2992.5807840584207 || Iter Time:0.018016815185546875 || Total time:28.804977893829346 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1321 || Clusters count: 15 || Log posterior: -3050.9120949038693 || Iter Time:0.014048099517822266 || Total time:28.819025993347168 Iteration: 1322 || Clusters count: 15 || Log posterior: -3043.4258638917195 || Iter Time:0.018653154373168945 || Total time:28.837679147720337 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1323 || Clusters count: 15 || Log posterior: -3084.896323245902 || Iter Time:0.013848066329956055 || Total time:28.851527214050293 Iteration: 1324 || Clusters count: 15 || Log posterior: -3079.5072288787314 || Iter Time:0.018214941024780273 || Total time:28.869742155075073 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1325 || Clusters count: 15 || Log posterior: -3052.1270853900587 || Iter 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Iteration: 1331 || Clusters count: 15 || Log posterior: -3082.091629596707 || Iter Time:0.01506495475769043 || Total time:28.98740792274475 Iteration: 1332 || Clusters count: 15 || Log posterior: -3061.4686201002605 || Iter Time:0.019041061401367188 || Total time:29.006448984146118 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1333 || Clusters count: 15 || Log posterior: -3106.507029938654 || Iter Time:0.01703500747680664 || Total time:29.023483991622925 Iteration: 1334 || Clusters count: 15 || Log posterior: -3084.787550731754 || Iter Time:0.021420001983642578 || Total time:29.044903993606567 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1335 || Clusters count: 15 || Log posterior: -3087.175364285192 || Iter Time:0.03884696960449219 || Total time:29.08375096321106 Iteration: 1336 || Clusters count: 15 || Log posterior: -3075.8817851977683 || Iter Time:0.01931595802307129 || Total 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Iteration: 1419 || Clusters count: 15 || Log posterior: -3048.4234201525596 || Iter Time:0.01527094841003418 || Total time:30.57964277267456 Iteration: 1420 || Clusters count: 15 || Log posterior: -3027.8189988642957 || Iter Time:0.040521860122680664 || Total time:30.62016463279724 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1421 || Clusters count: 15 || Log posterior: -3039.3420469932 || Iter Time:0.015771865844726562 || Total time:30.635936498641968 Iteration: 1422 || Clusters count: 15 || Log posterior: -3020.047752498399 || Iter Time:0.019639968872070312 || Total time:30.655576467514038 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1423 || Clusters count: 15 || Log posterior: -3016.3252276677417 || Iter Time:0.015578031539916992 || Total time:30.671154499053955 Iteration: 1424 || Clusters count: 15 || Log posterior: -3011.257239252757 || Iter Time:0.020839929580688477 || Total 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Iteration: 1485 || Clusters count: 15 || Log posterior: -3074.55364154568 || Iter Time:0.01630091667175293 || Total time:31.76118278503418 Iteration: 1486 || Clusters count: 15 || Log posterior: -3057.6034658241497 || Iter Time:0.02025008201599121 || Total time:31.78143286705017 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1487 || Clusters count: 15 || Log posterior: -3067.7363424030896 || Iter Time:0.015202999114990234 || Total time:31.79663586616516 Iteration: 1488 || Clusters count: 15 || Log posterior: -3038.1997168864273 || Iter Time:0.019885778427124023 || Total time:31.816521644592285 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1489 || Clusters count: 15 || Log posterior: -3059.427471823297 || Iter Time:0.01584482192993164 || Total time:31.832366466522217 Iteration: 1490 || Clusters count: 15 || Log posterior: -3058.313417348379 || Iter Time:0.01936507225036621 || Total 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Iteration: 1507 || Clusters count: 15 || Log posterior: -3083.890665193542 || Iter Time:0.014762163162231445 || Total time:32.13547706604004 Iteration: 1508 || Clusters count: 15 || Log posterior: -3069.360792873893 || Iter Time:0.04524803161621094 || Total time:32.18072509765625 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1509 || Clusters count: 15 || Log posterior: -3062.629226575484 || Iter Time:0.015794038772583008 || Total time:32.19651913642883 Iteration: 1510 || Clusters count: 15 || Log posterior: -3049.744947802705 || Iter Time:0.019350051879882812 || Total time:32.215869188308716 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1511 || Clusters count: 15 || Log posterior: -3098.864396679029 || Iter Time:0.01520085334777832 || Total time:32.231070041656494 Iteration: 1512 || Clusters count: 15 || Log posterior: -3077.9315152576078 || Iter Time:0.01888895034790039 || Total 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Iteration: 1529 || Clusters count: 15 || Log posterior: -3097.696326223024 || Iter Time:0.016481876373291016 || Total time:32.53979229927063 Iteration: 1530 || Clusters count: 15 || Log posterior: -3076.0285724738383 || Iter Time:0.019021987915039062 || Total time:32.55881428718567 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1531 || Clusters count: 15 || Log posterior: -3110.170939489179 || Iter Time:0.01650714874267578 || Total time:32.575321435928345 Iteration: 1532 || Clusters count: 15 || Log posterior: -3096.32059318211 || Iter Time:0.019922971725463867 || Total time:32.59524440765381 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1533 || Clusters count: 15 || Log posterior: -3092.9524868733956 || Iter Time:0.01534581184387207 || Total time:32.61059021949768 Iteration: 1534 || Clusters count: 15 || Log posterior: -3086.292873055213 || Iter Time:0.020102977752685547 || Total 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|| Log posterior: -3012.0418672947803 || Iter Time:0.019865036010742188 || Total time:32.760796308517456 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1541 || Clusters count: 15 || Log posterior: -3062.1239404148514 || Iter Time:0.01474905014038086 || Total time:32.77554535865784 Iteration: 1542 || Clusters count: 15 || Log posterior: -3043.5772996967958 || Iter Time:0.0195770263671875 || Total time:32.795122385025024 Loading and distributing data: 0.000133 seconds (139 allocations: 13.508 KiB) Iteration: 1543 || Clusters count: 15 || Log posterior: -3055.9039713303537 || Iter Time:0.014724016189575195 || Total time:32.8098464012146 Iteration: 1544 || Clusters count: 15 || Log posterior: -3042.1383974340606 || Iter Time:0.019402027130126953 || Total time:32.82924842834473 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1545 || Clusters count: 15 || Log posterior: -3049.4962473167648 || Iter 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Iteration: 1551 || Clusters count: 15 || Log posterior: -3105.6336940217984 || Iter Time:0.015194892883300781 || Total time:32.9483802318573 Iteration: 1552 || Clusters count: 15 || Log posterior: -3103.999564318721 || Iter Time:0.020202159881591797 || Total time:32.96858239173889 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1553 || Clusters count: 15 || Log posterior: -3097.138802742299 || Iter Time:0.014819145202636719 || Total time:32.98340153694153 Iteration: 1554 || Clusters count: 15 || Log posterior: -3072.716541004087 || Iter Time:0.019242048263549805 || Total time:33.00264358520508 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1555 || Clusters count: 15 || Log posterior: -3080.275047286127 || Iter Time:0.01435399055480957 || Total time:33.01699757575989 Iteration: 1556 || Clusters count: 15 || Log posterior: -3062.387764842585 || Iter Time:0.018943071365356445 || Total 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Iteration: 1573 || Clusters count: 15 || Log posterior: -3054.4881486804634 || Iter Time:0.014662981033325195 || Total time:33.34989070892334 Iteration: 1574 || Clusters count: 15 || Log posterior: -3043.345147782735 || Iter Time:0.019377946853637695 || Total time:33.36926865577698 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1575 || Clusters count: 15 || Log posterior: -3035.400507674737 || Iter Time:0.015269041061401367 || Total time:33.38453769683838 Iteration: 1576 || Clusters count: 15 || Log posterior: -3013.3416791767145 || Iter Time:0.019519805908203125 || Total time:33.40405750274658 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1577 || Clusters count: 15 || Log posterior: -3014.627565462687 || Iter Time:0.015135049819946289 || Total time:33.41919255256653 Iteration: 1578 || Clusters count: 15 || Log posterior: -2981.6486751754537 || Iter Time:0.018965959548950195 || Total 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Iteration: 1711 || Clusters count: 16 || Log posterior: -3069.5807406279882 || Iter Time:0.016618967056274414 || Total time:35.87149524688721 Iteration: 1712 || Clusters count: 16 || Log posterior: -3053.6864651791648 || Iter Time:0.022960901260375977 || Total time:35.89445614814758 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1713 || Clusters count: 16 || Log posterior: -3097.3262028625886 || Iter Time:0.016474008560180664 || Total time:35.910930156707764 Iteration: 1714 || Clusters count: 16 || Log posterior: -3069.264009225495 || Iter Time:0.0205841064453125 || Total time:35.931514263153076 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1715 || Clusters count: 16 || Log posterior: -3104.3187154029456 || Iter Time:0.01647806167602539 || Total time:35.9479923248291 Iteration: 1716 || Clusters count: 16 || Log posterior: -3078.335067154223 || Iter Time:0.0210268497467041 || Total 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16 || Log posterior: -3037.6940117806544 || Iter Time:0.02071094512939453 || Total time:36.07920694351196 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1723 || Clusters count: 16 || Log posterior: -3063.871011831914 || Iter Time:0.016325950622558594 || Total time:36.09553289413452 Iteration: 1724 || Clusters count: 16 || Log posterior: -3049.771387388473 || Iter Time:0.01979994773864746 || Total time:36.11533284187317 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1725 || Clusters count: 16 || Log posterior: -3091.7812390849313 || Iter Time:0.016571044921875 || Total time:36.131903886795044 Iteration: 1726 || Clusters count: 16 || Log posterior: -3070.6989375685307 || Iter Time:0.021464824676513672 || Total time:36.15336871147156 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1727 || Clusters count: 16 || Log posterior: -3107.747269621371 || Iter 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Iteration: 1733 || Clusters count: 16 || Log posterior: -3088.9462783470613 || Iter Time:0.015847206115722656 || Total time:36.28367590904236 Iteration: 1734 || Clusters count: 16 || Log posterior: -3075.6546724617097 || Iter Time:0.020879030227661133 || Total time:36.30455493927002 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1735 || Clusters count: 16 || Log posterior: -3100.0408211524036 || Iter Time:0.01616692543029785 || Total time:36.32072186470032 Iteration: 1736 || Clusters count: 16 || Log posterior: -3085.1958568124246 || Iter Time:0.02113795280456543 || Total time:36.34185981750488 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1737 || Clusters count: 16 || Log posterior: -3103.164492924365 || Iter Time:0.039541006088256836 || Total time:36.38140082359314 Iteration: 1738 || Clusters count: 16 || Log posterior: -3087.3984677036933 || Iter Time:0.021266937255859375 || Total 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posterior: -3057.8226793445738 || Iter Time:0.02127385139465332 || Total time:36.51314043998718 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1745 || Clusters count: 16 || Log posterior: -3056.4231020686657 || Iter Time:0.01580810546875 || Total time:36.52894854545593 Iteration: 1746 || Clusters count: 16 || Log posterior: -3025.709680847126 || Iter Time:0.023406028747558594 || Total time:36.55235457420349 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1747 || Clusters count: 16 || Log posterior: -3030.22913741293 || Iter Time:0.01797008514404297 || Total time:36.570324659347534 Iteration: 1748 || Clusters count: 16 || Log posterior: -3023.9946093631306 || Iter Time:0.02133798599243164 || Total time:36.591662645339966 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1749 || Clusters count: 16 || Log posterior: -3097.953442700408 || Iter Time:0.016026020050048828 || Total time:36.607688665390015 Iteration: 1750 || Clusters count: 16 || Log posterior: -3077.64385247736 || Iter Time:0.019678115844726562 || Total time:36.62736678123474 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1751 || Clusters count: 16 || Log posterior: -3103.0196447046274 || Iter Time:0.013813972473144531 || Total time:36.641180753707886 Iteration: 1752 || Clusters count: 16 || Log posterior: -3064.2372149332045 || Iter Time:0.01907491683959961 || Total time:36.660255670547485 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1753 || Clusters count: 16 || Log posterior: -3066.852173919427 || Iter Time:0.015794992446899414 || Total time:36.676050662994385 Iteration: 1754 || Clusters count: 16 || Log posterior: -3037.926065697854 || Iter Time:0.020623207092285156 || Total time:36.69667387008667 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1755 || 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-3107.2225908639616 || Iter Time:0.01702094078063965 || Total time:37.5570924282074 Iteration: 1800 || Clusters count: 16 || Log posterior: -3072.3716920704496 || Iter Time:0.021101951599121094 || Total time:37.57819437980652 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1801 || Clusters count: 16 || Log posterior: -3131.2286964197983 || Iter Time:0.015965938568115234 || Total time:37.594160318374634 Iteration: 1802 || Clusters count: 16 || Log posterior: -3110.4059165833223 || Iter Time:0.020807981491088867 || Total time:37.61496829986572 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1803 || Clusters count: 16 || Log posterior: -3088.2210211146426 || Iter Time:0.015620946884155273 || Total time:37.63058924674988 Iteration: 1804 || Clusters count: 16 || Log posterior: -3079.2640823402858 || Iter Time:0.020509958267211914 || Total time:37.65109920501709 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1805 || Clusters count: 16 || Log posterior: -3102.3349240653333 || Iter Time:0.01573801040649414 || Total time:37.666837215423584 Iteration: 1806 || Clusters count: 16 || Log posterior: -3076.5822497337845 || Iter Time:0.02071094512939453 || Total time:37.68754816055298 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1807 || Clusters count: 16 || Log posterior: -3085.4650996958258 || Iter Time:0.015752077102661133 || Total time:37.70330023765564 Iteration: 1808 || Clusters count: 16 || Log posterior: -3066.6154759839565 || Iter Time:0.02086615562438965 || Total time:37.72416639328003 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1809 || Clusters count: 16 || Log posterior: -3077.061344816735 || Iter Time:0.016170978546142578 || Total time:37.74033737182617 Iteration: 1810 || Clusters count: 16 || Log posterior: -3055.967257644349 || Iter 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16 || Log posterior: -3139.0771479708174 || Iter Time:0.01895904541015625 || Total time:37.95215725898743 Iteration: 1822 || Clusters count: 16 || Log posterior: -3119.140816521346 || Iter Time:0.020570039749145508 || Total time:37.97272729873657 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1823 || Clusters count: 16 || Log posterior: -3098.334636446171 || Iter Time:0.015085935592651367 || Total time:37.987813234329224 Iteration: 1824 || Clusters count: 16 || Log posterior: -3088.1700691983046 || Iter Time:0.02002096176147461 || Total time:38.0078341960907 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1825 || Clusters count: 16 || Log posterior: -3074.2239804116302 || Iter Time:0.01609182357788086 || Total time:38.02392601966858 Iteration: 1826 || Clusters count: 16 || Log posterior: -3048.441193267285 || Iter Time:0.021301984786987305 || Total time:38.045228004455566 Loading and distributing data: 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Time:0.023429155349731445 || Total time:38.16514611244202 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1833 || Clusters count: 16 || Log posterior: -3123.4753877657986 || Iter Time:0.017442941665649414 || Total time:38.182589054107666 Iteration: 1834 || Clusters count: 16 || Log posterior: -3100.2919457750513 || Iter Time:0.02108907699584961 || Total time:38.203678131103516 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1835 || Clusters count: 16 || Log posterior: -3136.8582210079867 || Iter Time:0.016192913055419922 || Total time:38.219871044158936 Iteration: 1836 || Clusters count: 16 || Log posterior: -3121.933258779875 || Iter Time:0.021273136138916016 || Total time:38.24114418029785 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1837 || Clusters count: 16 || Log posterior: -3177.3316932962002 || Iter Time:0.01663804054260254 || Total time:38.257782220840454 Iteration: 1838 || Clusters count: 16 || Log posterior: -3149.9229390371343 || Iter Time:0.02036309242248535 || Total time:38.27814531326294 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 16 || Log posterior: -3133.5289994044815 || Iter Time:0.015033960342407227 || Total time:38.29317927360535 Iteration: 1840 || Clusters count: 16 || Log posterior: -3106.3710632692914 || Iter Time:0.019892215728759766 || Total time:38.313071489334106 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 16 || Log posterior: -3094.820265040483 || Iter Time:0.01595592498779297 || Total time:38.3290274143219 Iteration: 1842 || Clusters count: 16 || Log posterior: -3080.031414416856 || Iter Time:0.0201570987701416 || Total time:38.34918451309204 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 16 || Log posterior: -3099.4187022411625 || Iter Time:0.015023231506347656 || Total time:38.36420774459839 Iteration: 1844 || Clusters count: 16 || Log posterior: -3090.7098830936084 || Iter Time:0.021197080612182617 || Total time:38.38540482521057 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 16 || Log posterior: -3079.9313649194887 || Iter Time:0.01571512222290039 || Total time:38.40111994743347 Iteration: 1846 || Clusters count: 16 || Log posterior: -3062.381946716655 || Iter Time:0.021597862243652344 || Total time:38.422717809677124 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 16 || Log posterior: -3049.7861611827393 || Iter Time:0.01797199249267578 || Total time:38.4406898021698 Iteration: 1848 || Clusters count: 16 || Log posterior: -3019.7507389984485 || Iter Time:0.021420955657958984 || Total time:38.46211075782776 Loading and distributing data: 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Time:0.020825862884521484 || Total time:38.600242376327515 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 16 || Log posterior: -3088.595691672299 || Iter Time:0.01598501205444336 || Total time:38.61622738838196 Iteration: 1856 || Clusters count: 16 || Log posterior: -3071.1437461028086 || Iter Time:0.021710872650146484 || Total time:38.637938261032104 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 17 || Log posterior: -3064.4443653802114 || Iter Time:0.0160830020904541 || Total time:38.65402126312256 Iteration: 1858 || Clusters count: 16 || Log posterior: -3055.261363305849 || Iter Time:0.020550966262817383 || Total time:38.674572229385376 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 16 || Log posterior: -3109.824425586362 || Iter Time:0.01529383659362793 || Total time:38.689866065979004 Iteration: 1860 || Clusters count: 16 || Log posterior: -3093.3955669516295 || Iter Time:0.02068495750427246 || Total time:38.710551023483276 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 16 || Log posterior: -3086.6163496657728 || Iter Time:0.015711069107055664 || Total time:38.72626209259033 Iteration: 1862 || Clusters count: 16 || Log posterior: -3066.724207061506 || Iter Time:0.020131826400756836 || Total time:38.74639391899109 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 16 || Log posterior: -3091.6970141170827 || Iter Time:0.015429973602294922 || Total time:38.761823892593384 Iteration: 1864 || Clusters count: 16 || Log posterior: -3071.405507554108 || Iter Time:0.02041006088256836 || Total time:38.78223395347595 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 17 || Log posterior: -3089.741529514574 || Iter Time:0.014651060104370117 || Total time:38.79688501358032 Iteration: 1866 || Clusters count: 16 || Log posterior: -3062.1874312818727 || Iter Time:0.020552873611450195 || Total time:38.81743788719177 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 16 || Log posterior: -3095.3899569288296 || Iter Time:0.015720129013061523 || Total time:38.833158016204834 Iteration: 1868 || Clusters count: 16 || Log posterior: -3082.5860225192237 || Iter Time:0.020257949829101562 || Total time:38.853415966033936 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 16 || Log posterior: -3121.063164386902 || Iter Time:0.015755891799926758 || Total time:38.86917185783386 Iteration: 1870 || Clusters count: 16 || Log posterior: -3094.324888607991 || Iter Time:0.01914691925048828 || Total time:38.88831877708435 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 16 || Log posterior: -3046.420372474517 || Iter Time:0.014145851135253906 || Total time:38.902464628219604 Iteration: 1872 || Clusters count: 16 || Log posterior: -3033.6880514523255 || Iter Time:0.0195620059967041 || Total time:38.92202663421631 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 16 || Log posterior: -3082.8654400069618 || Iter Time:0.014101028442382812 || Total time:38.93612766265869 Iteration: 1874 || Clusters count: 16 || Log posterior: -3059.5198558778197 || Iter Time:0.01908707618713379 || Total time:38.955214738845825 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 16 || Log posterior: -3034.257415247068 || Iter Time:0.015893936157226562 || Total time:38.97110867500305 Iteration: 1876 || Clusters count: 16 || Log posterior: -3023.75347791485 || Iter Time:0.019805192947387695 || Total time:38.99091386795044 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 16 || Log posterior: -3052.9725865858654 || Iter Time:0.015954971313476562 || Total time:39.006868839263916 Iteration: 1878 || Clusters count: 16 || Log posterior: -3012.6691873012846 || Iter Time:0.02184009552001953 || Total time:39.028708934783936 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 16 || Log posterior: -3057.0101249642094 || Iter Time:0.017793893814086914 || Total time:39.04650282859802 Iteration: 1880 || Clusters count: 16 || Log posterior: -3031.751483994249 || Iter Time:0.020778894424438477 || Total time:39.06728172302246 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 16 || Log posterior: -3102.9885862793053 || Iter Time:0.04155111312866211 || Total time:39.10883283615112 Iteration: 1882 || Clusters count: 16 || Log posterior: -3089.521112422275 || Iter Time:0.01917099952697754 || Total time:39.1280038356781 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 16 || Log posterior: -3129.48249970751 || Iter Time:0.014325857162475586 || Total time:39.142329692840576 Iteration: 1884 || Clusters count: 16 || Log posterior: -3117.056684121194 || Iter Time:0.019334077835083008 || Total time:39.16166377067566 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 16 || Log posterior: -3072.7577739581166 || Iter Time:0.015197038650512695 || Total time:39.17686080932617 Iteration: 1886 || Clusters count: 16 || Log posterior: -3060.8191124501054 || Iter Time:0.01970505714416504 || Total time:39.19656586647034 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 16 || Log posterior: -3083.4559911762276 || Iter Time:0.013847112655639648 || Total time:39.21041297912598 Iteration: 1888 || Clusters count: 16 || Log posterior: -3052.9578853936655 || Iter Time:0.020067930221557617 || Total time:39.230480909347534 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 16 || Log posterior: -3099.1169570015127 || Iter Time:0.014768123626708984 || Total time:39.24524903297424 Iteration: 1890 || Clusters count: 16 || Log posterior: -3071.8295973708196 || Iter Time:0.01967620849609375 || Total time:39.26492524147034 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 16 || Log posterior: -3077.2805611093313 || Iter Time:0.01576399803161621 || Total time:39.28068923950195 Iteration: 1892 || Clusters count: 16 || Log posterior: -3054.0438636259987 || Iter Time:0.020850181579589844 || Total time:39.30153942108154 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 16 || Log posterior: -3054.7983558977644 || Iter Time:0.015832185745239258 || Total time:39.31737160682678 Iteration: 1894 || Clusters count: 16 || Log posterior: -3027.8047662209588 || Iter Time:0.02116703987121582 || Total time:39.338538646698 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 16 || Log posterior: -3063.3375012651927 || Iter Time:0.015620946884155273 || Total time:39.35415959358215 Iteration: 1896 || Clusters count: 16 || Log posterior: -3049.075106210885 || Iter Time:0.0212709903717041 || Total time:39.37543058395386 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 16 || Log posterior: -3112.5942234573013 || Iter Time:0.016228914260864258 || Total time:39.39165949821472 Iteration: 1898 || Clusters count: 16 || Log posterior: -3071.7802861354367 || Iter Time:0.020753145217895508 || Total time:39.41241264343262 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 16 || Log posterior: -3101.414995818378 || Iter Time:0.016134977340698242 || Total time:39.428547620773315 Iteration: 1900 || Clusters count: 16 || Log posterior: -3088.4532350537233 || Iter Time:0.02108597755432129 || Total time:39.44963359832764 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 16 || Log posterior: -3109.844160081264 || Iter Time:0.016852140426635742 || Total time:39.46648573875427 Iteration: 1902 || Clusters count: 16 || Log posterior: -3091.220919336857 || Iter Time:0.02109694480895996 || Total time:39.48758268356323 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 16 || Log posterior: -3111.7969866518993 || Iter Time:0.016354799270629883 || Total time:39.50393748283386 Iteration: 1904 || Clusters count: 16 || Log posterior: -3091.4277965540036 || Iter Time:0.02083897590637207 || Total time:39.524776458740234 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 16 || Log posterior: -3079.5992685126316 || Iter Time:0.016303062438964844 || Total time:39.5410795211792 Iteration: 1906 || Clusters count: 16 || Log posterior: -3059.536176687612 || Iter Time:0.020998001098632812 || Total time:39.56207752227783 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 16 || Log posterior: -3136.8400334549688 || Iter Time:0.01659703254699707 || Total time:39.57867455482483 Iteration: 1908 || Clusters count: 16 || Log posterior: -3110.198216843645 || Iter Time:0.020233154296875 || Total time:39.598907709121704 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 16 || Log posterior: -3089.400159285578 || Iter Time:0.017035961151123047 || Total time:39.61594367027283 Iteration: 1910 || Clusters count: 16 || Log posterior: -3081.8237491503123 || Iter Time:0.020556926727294922 || Total time:39.63650059700012 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 16 || Log posterior: -3085.715827112698 || Iter Time:0.015078067779541016 || Total time:39.65157866477966 Iteration: 1912 || Clusters count: 16 || Log posterior: -3073.872726772676 || Iter Time:0.020244121551513672 || Total time:39.67182278633118 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 16 || Log posterior: -3092.6411128390596 || Iter Time:0.015438079833984375 || Total time:39.68726086616516 Iteration: 1914 || Clusters count: 16 || Log posterior: -3064.52393207043 || Iter Time:0.020350933074951172 || Total time:39.70761179924011 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 16 || Log posterior: -3086.71974261913 || Iter Time:0.015054941177368164 || Total time:39.72266674041748 Iteration: 1916 || Clusters count: 16 || Log posterior: -3070.9161893795094 || Iter Time:0.019688129425048828 || Total time:39.74235486984253 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 16 || Log posterior: -3082.752731984444 || Iter Time:0.014837980270385742 || Total time:39.757192850112915 Iteration: 1918 || Clusters count: 16 || Log posterior: -3067.4072493378735 || Iter Time:0.019665002822875977 || Total time:39.77685785293579 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 16 || Log posterior: -3088.1939156572635 || Iter Time:0.015484809875488281 || Total time:39.79234266281128 Iteration: 1920 || Clusters count: 16 || Log posterior: -3061.2174471134567 || Iter Time:0.020429134368896484 || Total time:39.812771797180176 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 16 || Log posterior: -3044.9248730638406 || Iter Time:0.0159149169921875 || Total time:39.82868671417236 Iteration: 1922 || Clusters count: 16 || Log posterior: -3019.4638936975207 || Iter Time:0.020813941955566406 || Total time:39.84950065612793 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 16 || Log posterior: -3065.2645158490454 || Iter Time:0.016366958618164062 || Total time:39.865867614746094 Iteration: 1924 || Clusters count: 16 || Log posterior: -3030.756315268226 || Iter Time:0.020800113677978516 || Total time:39.88666772842407 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 16 || Log posterior: -3095.2358748453476 || Iter Time:0.016216039657592773 || Total time:39.902883768081665 Iteration: 1926 || Clusters count: 16 || Log posterior: -3083.900882464901 || Iter Time:0.022201061248779297 || Total time:39.925084829330444 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 16 || Log posterior: -3135.639314676399 || Iter Time:0.018157958984375 || Total time:39.94324278831482 Iteration: 1928 || Clusters count: 16 || Log posterior: -3116.2227472935106 || Iter Time:0.022500038146972656 || Total time:39.96574282646179 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 16 || Log posterior: -3082.954598721162 || Iter Time:0.01712799072265625 || Total time:39.98287081718445 Iteration: 1930 || Clusters count: 16 || Log posterior: -3057.929558007572 || Iter Time:0.02205204963684082 || Total time:40.00492286682129 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 16 || Log posterior: -3066.4197531818913 || Iter Time:0.021821022033691406 || Total time:40.02674388885498 Iteration: 1932 || Clusters count: 16 || Log posterior: -3045.6990746643983 || Iter Time:0.021345853805541992 || Total time:40.04808974266052 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 16 || Log posterior: -3071.39181718959 || Iter Time:0.01713085174560547 || Total time:40.06522059440613 Iteration: 1934 || Clusters count: 16 || Log posterior: -3055.7450790859803 || Iter Time:0.019492149353027344 || Total time:40.084712743759155 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 16 || Log posterior: -3015.050736454521 || Iter Time:0.015138864517211914 || Total time:40.09985160827637 Iteration: 1936 || Clusters count: 16 || Log posterior: -3000.6238268673974 || Iter Time:0.020930051803588867 || Total time:40.120781660079956 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 16 || Log posterior: -3050.990939805217 || Iter Time:0.015379905700683594 || Total time:40.13616156578064 Iteration: 1938 || Clusters count: 16 || Log posterior: -3022.4648826679813 || Iter Time:0.019912004470825195 || Total time:40.156073570251465 Loading and distributing data: 0.000178 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 16 || Log posterior: -3096.1206195361747 || Iter Time:0.015583992004394531 || Total time:40.17165756225586 Iteration: 1940 || Clusters count: 16 || Log posterior: -3049.263553117151 || Iter Time:0.047332048416137695 || Total time:40.218989610672 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 17 || Log posterior: -3038.6972182274258 || Iter Time:0.01572704315185547 || Total time:40.23471665382385 Iteration: 1942 || Clusters count: 16 || Log posterior: -3019.514061773433 || Iter Time:0.019897937774658203 || Total time:40.25461459159851 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 16 || Log posterior: -3081.6219708915023 || Iter Time:0.016032934188842773 || Total time:40.27064752578735 Iteration: 1944 || Clusters count: 16 || Log posterior: -3052.6007447510683 || Iter Time:0.02098989486694336 || Total time:40.2916374206543 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 16 || Log posterior: -3058.458179472802 || Iter Time:0.01491999626159668 || Total time:40.306557416915894 Iteration: 1946 || Clusters count: 16 || Log posterior: -3041.837867226143 || Iter Time:0.019816875457763672 || Total time:40.32637429237366 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 16 || Log posterior: -3083.3461629530216 || Iter Time:0.015642881393432617 || Total time:40.34201717376709 Iteration: 1948 || Clusters count: 16 || Log posterior: -3068.4307517807856 || Iter Time:0.02023601531982422 || Total time:40.362253189086914 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 16 || Log posterior: -3106.85322286436 || Iter Time:0.01655888557434082 || Total time:40.378812074661255 Iteration: 1950 || Clusters count: 16 || Log posterior: -3081.36467913125 || Iter Time:0.020601987838745117 || Total time:40.3994140625 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 16 || Log posterior: -3085.441220417433 || Iter Time:0.015983104705810547 || Total time:40.41539716720581 Iteration: 1952 || Clusters count: 16 || Log posterior: -3075.9139836603385 || Iter Time:0.021791934967041016 || Total time:40.43718910217285 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 16 || Log posterior: -3031.284466985117 || Iter Time:0.016273021697998047 || Total time:40.45346212387085 Iteration: 1954 || Clusters count: 16 || Log posterior: -3019.6626731042834 || Iter Time:0.022336959838867188 || Total time:40.47579908370972 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 16 || Log posterior: -3050.6464147163056 || Iter Time:0.017686128616333008 || Total time:40.49348521232605 Iteration: 1956 || Clusters count: 16 || Log posterior: -3045.625592335888 || Iter Time:0.02237391471862793 || Total time:40.51585912704468 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 16 || Log posterior: -3110.816514108804 || Iter Time:0.017501115798950195 || Total time:40.53336024284363 Iteration: 1958 || Clusters count: 16 || Log posterior: -3101.6358000120617 || Iter Time:0.02176380157470703 || Total time:40.555124044418335 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 17 || Log posterior: -3067.1570474085306 || Iter Time:0.015382051467895508 || Total time:40.57050609588623 Iteration: 1960 || Clusters count: 16 || Log posterior: -3051.307095756675 || Iter Time:0.019849061965942383 || Total time:40.59035515785217 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 16 || Log posterior: -3044.372484248481 || Iter Time:0.013897895812988281 || Total time:40.60425305366516 Iteration: 1962 || Clusters count: 16 || Log posterior: -3029.9191303850857 || Iter Time:0.020522117614746094 || Total time:40.62477517127991 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 16 || Log posterior: -3071.7308042775717 || Iter Time:0.015052080154418945 || Total time:40.639827251434326 Iteration: 1964 || Clusters count: 16 || Log posterior: -3060.4501446623867 || Iter Time:0.02147507667541504 || Total time:40.66130232810974 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 16 || Log posterior: -3106.2468688229615 || Iter Time:0.015166044235229492 || Total time:40.67646837234497 Iteration: 1966 || Clusters count: 16 || Log posterior: -3085.1869353244247 || Iter Time:0.01947498321533203 || Total time:40.6959433555603 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 16 || Log posterior: -3065.692942044359 || Iter Time:0.014326095581054688 || Total time:40.71026945114136 Iteration: 1968 || Clusters count: 16 || Log posterior: -3036.4575979894817 || Iter Time:0.019088029861450195 || Total time:40.72935748100281 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 16 || Log posterior: -3053.5884244208023 || Iter Time:0.016745805740356445 || Total time:40.746103286743164 Iteration: 1970 || Clusters count: 16 || Log posterior: -3038.7389032441156 || Iter Time:0.020214080810546875 || Total time:40.76631736755371 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 16 || Log posterior: -3082.5740618649625 || Iter Time:0.041892051696777344 || Total time:40.80820941925049 Iteration: 1972 || Clusters count: 16 || Log posterior: -3076.0774075636655 || Iter Time:0.021420001983642578 || Total time:40.82962942123413 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 16 || Log posterior: -3095.0251811829025 || Iter Time:0.016332149505615234 || Total time:40.845961570739746 Iteration: 1974 || Clusters count: 16 || Log posterior: -3056.1524602110353 || Iter Time:0.020640850067138672 || Total time:40.866602420806885 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 16 || Log posterior: -3093.8910018428523 || Iter Time:0.015914201736450195 || Total time:40.882516622543335 Iteration: 1976 || Clusters count: 16 || Log posterior: -3070.444363953745 || Iter Time:0.021305084228515625 || Total time:40.90382170677185 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 16 || Log posterior: -3060.2918853659453 || Iter Time:0.016461849212646484 || Total time:40.9202835559845 Iteration: 1978 || Clusters count: 16 || Log posterior: -3048.184051847088 || Iter Time:0.02152705192565918 || Total time:40.941810607910156 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 16 || Log posterior: -3068.758354019117 || Iter Time:0.015815019607543945 || Total time:40.9576256275177 Iteration: 1980 || Clusters count: 16 || Log posterior: -3044.6662220629373 || Iter Time:0.02445220947265625 || Total time:40.982077836990356 Loading and distributing data: 0.000166 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 16 || Log posterior: -3022.0419906676866 || Iter Time:0.016083955764770508 || Total time:40.99816179275513 Iteration: 1982 || Clusters count: 16 || Log posterior: -3006.098681706038 || Iter Time:0.02148914337158203 || Total time:41.01965093612671 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 16 || Log posterior: -3059.4853621254665 || Iter Time:0.016600847244262695 || Total time:41.03625178337097 Iteration: 1984 || Clusters count: 16 || Log posterior: -3042.0184026816246 || Iter Time:0.02227187156677246 || Total time:41.058523654937744 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 16 || Log posterior: -3068.7386781702858 || Iter Time:0.015719890594482422 || Total time:41.07424354553223 Iteration: 1986 || Clusters count: 16 || Log posterior: -3059.0856433061717 || Iter Time:0.019589900970458984 || Total time:41.093833446502686 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 16 || Log posterior: -3097.2144168680816 || Iter Time:0.015562772750854492 || Total time:41.10939621925354 Iteration: 1988 || Clusters count: 16 || Log posterior: -3074.22118200214 || Iter Time:0.019697904586791992 || Total time:41.12909412384033 Loading and distributing data: 0.000159 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 16 || Log posterior: -3097.160129963768 || Iter Time:0.01538395881652832 || Total time:41.14447808265686 Iteration: 1990 || Clusters count: 16 || Log posterior: -3074.455657319089 || Iter Time:0.01899409294128418 || Total time:41.163472175598145 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 16 || Log posterior: -3050.9167783223784 || Iter Time:0.01534891128540039 || Total time:41.178821086883545 Iteration: 1992 || Clusters count: 16 || Log posterior: -3040.2238000139155 || Iter Time:0.02097487449645996 || Total time:41.199795961380005 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 16 || Log posterior: -3060.4312091204365 || Iter Time:0.015753984451293945 || Total time:41.2155499458313 Iteration: 1994 || Clusters count: 16 || Log posterior: -3034.666018953974 || Iter Time:0.020532846450805664 || Total time:41.236082792282104 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 16 || Log posterior: -3072.340868604781 || Iter Time:0.016450166702270508 || Total time:41.252532958984375 Iteration: 1996 || Clusters count: 16 || Log posterior: -3047.660516307242 || Iter Time:0.021465063095092773 || Total time:41.27399802207947 Loading and distributing data: 0.000160 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 16 || Log posterior: -3084.998210183682 || Iter Time:0.01964092254638672 || Total time:41.293638944625854 Iteration: 1998 || Clusters count: 16 || Log posterior: -3069.2687312140138 || Iter Time:0.02248096466064453 || Total time:41.3161199092865 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 16 || Log posterior: -3091.3345284702955 || Iter Time:0.01760387420654297 || Total time:41.33372378349304 Iteration: 2000 || Clusters count: 16 || Log posterior: -3086.219526004656 || Iter Time:0.02236199378967285 || Total time:41.356085777282715 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 16 || Log posterior: -3141.828374531217 || Iter Time:0.018105030059814453 || Total time:41.37419080734253 Iteration: 2002 || Clusters count: 16 || Log posterior: -3119.6497323001113 || Iter Time:0.023175954818725586 || Total time:41.397366762161255 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 16 || Log posterior: -3088.990124053883 || Iter Time:0.01798701286315918 || Total time:41.415353775024414 Iteration: 2004 || Clusters count: 16 || Log posterior: -3073.5648182521227 || Iter Time:0.02215099334716797 || Total time:41.43750476837158 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 16 || Log posterior: -3075.6109709576845 || Iter Time:0.01748800277709961 || Total time:41.45499277114868 Iteration: 2006 || Clusters count: 16 || Log posterior: -3046.162567034114 || Iter Time:0.019577980041503906 || Total time:41.474570751190186 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 16 || Log posterior: -3068.7964847185785 || Iter Time:0.01439809799194336 || Total time:41.48896884918213 Iteration: 2008 || Clusters count: 16 || Log posterior: -3058.1920718205333 || Iter Time:0.01793694496154785 || Total time:41.50690579414368 Loading and distributing data: 0.000159 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 16 || Log posterior: -3080.135006787152 || Iter Time:0.012583017349243164 || Total time:41.51948881149292 Iteration: 2010 || Clusters count: 16 || Log posterior: -3065.517013472287 || Iter Time:0.019068002700805664 || Total time:41.538556814193726 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 16 || Log posterior: -3070.972094983343 || Iter Time:0.0142669677734375 || Total time:41.55282378196716 Iteration: 2012 || Clusters count: 16 || Log posterior: -3046.1354348774303 || Iter Time:0.018175125122070312 || Total time:41.57099890708923 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 16 || Log posterior: -3032.3687941821713 || Iter Time:0.013688087463378906 || Total time:41.58468699455261 Iteration: 2014 || Clusters count: 16 || Log posterior: -3006.787675857141 || Iter Time:0.018358945846557617 || Total time:41.60304594039917 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 16 || Log posterior: -3017.2190811853116 || Iter Time:0.01603102684020996 || Total time:41.61907696723938 Iteration: 2016 || Clusters count: 16 || Log posterior: -3007.0389359153864 || Iter Time:0.020245075225830078 || Total time:41.63932204246521 Loading and distributing data: 0.000212 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 16 || Log posterior: -3069.1343213375067 || Iter Time:0.016672849655151367 || Total time:41.65599489212036 Iteration: 2018 || Clusters count: 16 || Log posterior: -3049.2815662646913 || Iter Time:0.0206758975982666 || Total time:41.67667078971863 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 16 || Log posterior: -3078.8336805861895 || Iter Time:0.016561031341552734 || Total time:41.69323182106018 Iteration: 2020 || Clusters count: 16 || Log posterior: -3056.265639827824 || Iter Time:0.02072000503540039 || Total time:41.71395182609558 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 16 || Log posterior: -3148.043497317409 || Iter Time:0.01646900177001953 || Total time:41.7304208278656 Iteration: 2022 || Clusters count: 16 || Log posterior: -3119.624994951308 || Iter Time:0.0214540958404541 || Total time:41.751874923706055 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 16 || Log posterior: -3125.6681921278305 || Iter Time:0.016621112823486328 || Total time:41.76849603652954 Iteration: 2024 || Clusters count: 16 || Log posterior: -3101.128845243713 || Iter Time:0.021359920501708984 || Total time:41.78985595703125 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 16 || Log posterior: -3071.4444846920896 || Iter Time:0.01608586311340332 || Total time:41.80594182014465 Iteration: 2026 || Clusters count: 16 || Log posterior: -3054.3061925204256 || Iter Time:0.020676136016845703 || Total time:41.8266179561615 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 16 || Log posterior: -3094.0044486195757 || Iter Time:0.0153961181640625 || Total time:41.84201407432556 Iteration: 2028 || Clusters count: 16 || Log posterior: -3061.920773443882 || Iter Time:0.02127814292907715 || Total time:41.86329221725464 Avg NMI: 0.9507339562504008 Full NMI: 0.9344793420670922 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m28.6s Testing DPMMSubClustersStreaming tests passed Testing completed after 202.14s PkgEval succeeded after 353.96s