Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.1711 (41ad7d9eeb*) started at 2026-02-12T18:49:22.214 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 11.68s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.14/Manifest.toml` [1520ce14] + AbstractTrees v0.4.5 [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.9 [31c24e10] + Distributions v0.25.123 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.18.0 [1a297f60] + FillArrays v1.16.0 [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 v0.10.67 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.27 [bac558e1] + OrderedCollections v1.8.1 ⌃ [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.1 [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 v0.9.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.16 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.2 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.13.0 [b27032c2] + LibCURL v1.0.0 [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 v1.14.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [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 v8.18.0+0 [e37daf67] + LibGit2_jll v1.9.2+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.12.2 [4536629a] + OpenBLAS_jll v0.3.30+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.5+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.68.0+1 [3f19e933] + p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 5.86s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 5269.1 ms ✓ Clustering 11201.6 ms ✓ KernelFunctions 11854.3 ms ✓ DPMMSubClustersStreaming 3 dependencies successfully precompiled in 31 seconds. 101 already precompiled. Precompilation completed after 51.56s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_0BOlhL/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.123 [ec8451be] KernelFunctions v0.10.67 [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_0BOlhL/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.123 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.18.0 [1a297f60] FillArrays v1.16.0 [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 v0.10.67 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.27 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.1 [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 v0.9.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.16 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.2 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.13.0 [b27032c2] LibCURL v1.0.0 [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 v1.14.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [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 v8.18.0+0 [e37daf67] LibGit2_jll v1.9.2+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.12.2 [4536629a] OpenBLAS_jll v0.3.30+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.5+0 [efcefdf7] PCRE2_jll v10.47.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.68.0+1 [3f19e933] p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Loading and distributing data: 3.745101 seconds (948.30 k allocations: 59.541 MiB, 9.18% gc time, 99.89% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -232919.13173629093 || Iter Time:17.441568851470947 || Total time:17.441568851470947 Iteration: 1 || Clusters count: 1 || Log posterior: -232919.13173629093 || Iter Time:0.005942106246948242 || Total time:17.447510957717896 Iteration: 2 || Clusters count: 1 || Log posterior: -232919.13173629093 || Iter Time:0.005171060562133789 || Total time:17.45268201828003 Iteration: 3 || Clusters count: 1 || Log posterior: -232919.13173629093 || Iter Time:0.005145072937011719 || Total time:17.45782709121704 Iteration: 4 || Clusters count: 1 || Log posterior: -232919.13173629093 || Iter Time:0.005037784576416016 || Total time:17.462864875793457 Iteration: 5 || Clusters count: 1 || Log posterior: -232919.13173629093 || Iter Time:0.016006946563720703 || Total time:17.478871822357178 Iteration: 6 || Clusters count: 1 || Log posterior: -232919.13173629093 || Iter Time:0.004923105239868164 || Total time:17.483794927597046 Iteration: 7 || Clusters count: 1 || Log posterior: -232919.13173629093 || Iter Time:0.0049228668212890625 || Total time:17.488717794418335 Iteration: 8 || Clusters count: 1 || Log posterior: -232919.13173629093 || Iter Time:0.0050809383392333984 || Total time:17.49379873275757 Iteration: 9 || Clusters count: 1 || Log posterior: -232919.13173629093 || Iter Time:0.004915952682495117 || Total time:17.498714685440063 Iteration: 10 || Clusters count: 1 || Log posterior: -232919.13173629093 || Iter Time:0.004851102828979492 || Total time:17.503565788269043 Iteration: 11 || Clusters count: 1 || Log posterior: -232919.13173629093 || Iter Time:0.004870176315307617 || Total time:17.50843596458435 Iteration: 12 || Clusters count: 1 || Log posterior: -232919.13173629093 || Iter Time:0.00493311882019043 || Total time:17.51336908340454 Iteration: 13 || Clusters count: 2 || Log posterior: -232692.4017736085 || Iter Time:3.7831008434295654 || Total time:21.296469926834106 Iteration: 14 || Clusters count: 2 || Log posterior: -232697.5046148473 || Iter Time:0.005636930465698242 || Total time:21.302106857299805 Iteration: 15 || Clusters count: 2 || Log posterior: -232684.08662990757 || Iter Time:0.00546717643737793 || Total time:21.307574033737183 Iteration: 16 || Clusters count: 2 || Log posterior: -232674.50073471313 || Iter Time:0.0052471160888671875 || Total time:21.31282114982605 Iteration: 17 || Clusters count: 2 || Log posterior: -232669.87647515646 || Iter Time:0.005393028259277344 || Total time:21.318214178085327 Iteration: 18 || Clusters count: 2 || Log posterior: -232696.45888489336 || Iter Time:0.00563502311706543 || Total time:21.323849201202393 Iteration: 19 || Clusters count: 2 || Log posterior: -232680.16736564378 || Iter Time:0.00558018684387207 || Total time:21.329429388046265 Iteration: 20 || Clusters count: 2 || Log posterior: -232598.84728791774 || Iter Time:1.395646095275879 || Total time:22.725075483322144 Loading and distributing data: 0.000912 seconds (141 allocations: 396.023 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232875.6211565756 || Iter Time:0.03763318061828613 || Total time:22.76270866394043 Iteration: 22 || Clusters count: 2 || Log posterior: -232829.77551540764 || Iter Time:0.005440950393676758 || Total time:22.768149614334106 Iteration: 23 || Clusters count: 2 || Log posterior: -232772.67529401527 || Iter Time:0.0054988861083984375 || Total time:22.773648500442505 Iteration: 24 || Clusters count: 2 || Log posterior: -232726.93354413452 || Iter Time:0.006027936935424805 || Total time:22.77967643737793 Iteration: 25 || Clusters count: 2 || Log posterior: -232732.11095989734 || Iter Time:0.005470991134643555 || Total time:22.785147428512573 Iteration: 26 || Clusters count: 2 || Log posterior: -232711.09440826383 || Iter Time:0.0051348209381103516 || Total time:22.790282249450684 Iteration: 27 || Clusters count: 2 || Log posterior: -232711.49536567263 || Iter Time:0.0065500736236572266 || Total time:22.79683232307434 Iteration: 28 || Clusters count: 3 || Log posterior: -232493.46908064664 || Iter Time:0.006983041763305664 || Total time:22.803815364837646 Iteration: 29 || Clusters count: 3 || Log posterior: -232431.9242197087 || Iter Time:0.006026029586791992 || Total time:22.80984139442444 Iteration: 30 || Clusters count: 3 || Log posterior: -232400.05432789263 || Iter Time:0.005572080612182617 || Total time:22.81541347503662 Iteration: 31 || Clusters count: 3 || Log posterior: -232384.7652761454 || Iter Time:0.005426883697509766 || Total time:22.82084035873413 Iteration: 32 || Clusters count: 3 || Log posterior: -232391.16608330072 || Iter Time:0.0054361820220947266 || Total time:22.826276540756226 Iteration: 33 || Clusters count: 3 || Log posterior: -232416.54836059152 || Iter Time:0.005522012710571289 || Total time:22.831798553466797 Iteration: 34 || Clusters count: 3 || Log posterior: -232372.99331440782 || Iter Time:0.005398988723754883 || Total time:22.83719754219055 Iteration: 35 || Clusters count: 3 || Log posterior: -232365.1429697087 || Iter Time:0.0054318904876708984 || Total time:22.842629432678223 Iteration: 36 || Clusters count: 3 || Log posterior: -232380.43253447954 || Iter Time:0.0055370330810546875 || Total time:22.848166465759277 Iteration: 37 || Clusters count: 3 || Log posterior: -232349.548558378 || Iter Time:0.005563974380493164 || Total time:22.85373044013977 Iteration: 38 || Clusters count: 3 || Log posterior: -232349.61714865436 || Iter Time:0.005727052688598633 || Total time:22.85945749282837 Iteration: 39 || Clusters count: 3 || Log posterior: -232331.635436239 || Iter Time:0.005394935607910156 || Total time:22.86485242843628 Iteration: 40 || Clusters count: 3 || Log posterior: -232323.09819931356 || Iter Time:0.0054628849029541016 || Total time:22.870315313339233 Iteration: 41 || Clusters count: 3 || Log posterior: -232258.39434816048 || Iter Time:0.0054318904876708984 || Total time:22.875747203826904 Loading and distributing data: 0.000969 seconds (141 allocations: 396.023 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262115.52425814024 || Iter Time:0.007714986801147461 || Total time:22.88346219062805 Iteration: 43 || Clusters count: 5 || Log posterior: -261640.10613872297 || Iter Time:0.007149934768676758 || Total time:22.89061212539673 Iteration: 44 || Clusters count: 5 || Log posterior: -261380.43612467576 || Iter Time:0.006159067153930664 || Total time:22.89677119255066 Iteration: 45 || Clusters count: 5 || Log posterior: -261289.11989690884 || Iter Time:0.006224870681762695 || Total time:22.902996063232422 Iteration: 46 || Clusters count: 5 || Log posterior: -261279.95066183846 || Iter Time:0.006123065948486328 || Total time:22.909119129180908 Iteration: 47 || Clusters count: 5 || Log posterior: -261290.95678034966 || Iter Time:0.006203889846801758 || Total time:22.91532301902771 Iteration: 48 || Clusters count: 5 || Log posterior: -261252.04160539035 || Iter Time:0.006294965744018555 || Total time:22.92161798477173 Iteration: 49 || Clusters count: 6 || Log posterior: -260864.51863569266 || Iter Time:0.007111072540283203 || Total time:22.92872905731201 Iteration: 50 || Clusters count: 6 || Log posterior: -260788.831087038 || Iter Time:0.007745027542114258 || Total time:22.936474084854126 Iteration: 51 || Clusters count: 6 || Log posterior: -260771.6296449835 || Iter Time:0.007606983184814453 || Total time:22.94408106803894 Iteration: 52 || Clusters count: 6 || Log posterior: -260761.13061774414 || Iter Time:0.06627607345581055 || Total time:23.01035714149475 Iteration: 53 || Clusters count: 6 || Log posterior: -260757.30821405558 || Iter Time:0.006645917892456055 || Total time:23.017003059387207 Iteration: 54 || Clusters count: 6 || Log posterior: -260749.5735052136 || Iter Time:0.006806850433349609 || Total time:23.023809909820557 Iteration: 55 || Clusters count: 6 || Log posterior: -260742.89901781135 || Iter Time:0.006602048873901367 || Total time:23.030411958694458 Iteration: 56 || Clusters count: 6 || Log posterior: -260774.03287144273 || Iter Time:0.0067272186279296875 || Total time:23.037139177322388 Iteration: 57 || Clusters count: 6 || Log posterior: -260728.27851522158 || Iter Time:0.006670951843261719 || Total time:23.04381012916565 Iteration: 58 || Clusters count: 6 || Log posterior: -260716.21031251192 || Iter Time:0.007086038589477539 || Total time:23.050896167755127 Iteration: 59 || Clusters count: 6 || Log posterior: -260708.06602328815 || Iter Time:0.6148390769958496 || Total time:23.665735244750977 Iteration: 60 || Clusters count: 6 || Log posterior: -260750.15882901716 || Iter Time:0.0071680545806884766 || Total time:23.672903299331665 Iteration: 61 || Clusters count: 6 || Log posterior: -260704.76739683407 || Iter Time:0.006891965866088867 || Total time:23.679795265197754 Iteration: 62 || Clusters count: 6 || Log posterior: -260647.5524747592 || Iter Time:0.006556987762451172 || Total time:23.686352252960205 Loading and distributing data: 0.000788 seconds (141 allocations: 396.023 KiB) Iteration: 63 || Clusters count: 7 || Log posterior: -260686.04989941278 || Iter Time:0.008053064346313477 || Total time:23.69440531730652 Iteration: 64 || Clusters count: 10 || Log posterior: -259631.50984061204 || Iter Time:0.010088205337524414 || Total time:23.704493522644043 Iteration: 65 || Clusters count: 10 || Log posterior: -259454.2131950777 || Iter Time:0.008198976516723633 || Total time:23.712692499160767 Iteration: 66 || Clusters count: 10 || Log posterior: -259404.0426513241 || Iter Time:0.008657217025756836 || Total time:23.721349716186523 Iteration: 67 || Clusters count: 10 || Log posterior: -259354.11306823872 || Iter Time:0.008337974548339844 || Total time:23.729687690734863 Iteration: 68 || Clusters count: 10 || Log posterior: -259291.62120842084 || Iter Time:0.008185148239135742 || Total time:23.737872838974 Iteration: 69 || Clusters count: 10 || Log posterior: -259265.07165549506 || Iter Time:0.008323907852172852 || Total time:23.746196746826172 Iteration: 70 || Clusters count: 10 || Log posterior: -259222.35355446854 || Iter Time:0.008113861083984375 || Total time:23.754310607910156 Iteration: 71 || Clusters count: 10 || Log posterior: -259225.55438538216 || Iter Time:0.008246898651123047 || Total time:23.76255750656128 Iteration: 72 || Clusters count: 10 || Log posterior: -259191.4102919002 || Iter Time:0.008179187774658203 || Total time:23.770736694335938 Iteration: 73 || Clusters count: 10 || Log posterior: -259178.4969682361 || Iter Time:0.008073806762695312 || Total time:23.778810501098633 Iteration: 74 || Clusters count: 10 || Log posterior: -259180.21768727788 || Iter Time:0.008116006851196289 || Total time:23.78692650794983 Iteration: 75 || Clusters count: 10 || Log posterior: -259156.4075252548 || Iter Time:0.008050918579101562 || Total time:23.79497742652893 Iteration: 76 || Clusters count: 10 || Log posterior: -259151.4915414735 || Iter Time:0.008115053176879883 || Total time:23.80309247970581 Iteration: 77 || Clusters count: 10 || Log posterior: -259138.56408739917 || Iter Time:0.03550910949707031 || Total time:23.83860158920288 Iteration: 78 || Clusters count: 10 || Log posterior: -259145.29277096395 || Iter Time:0.008406877517700195 || Total time:23.84700846672058 Iteration: 79 || Clusters count: 10 || Log posterior: -259158.45669152364 || Iter Time:0.009573936462402344 || Total time:23.856582403182983 Iteration: 80 || Clusters count: 10 || Log posterior: -259127.28902096796 || Iter Time:0.010209083557128906 || Total time:23.866791486740112 Iteration: 81 || Clusters count: 10 || Log posterior: -259149.54079373798 || Iter Time:0.009718894958496094 || Total time:23.87651038169861 Iteration: 82 || Clusters count: 10 || Log posterior: -259131.8673273188 || Iter Time:0.009577035903930664 || Total time:23.88608741760254 Iteration: 83 || Clusters count: 10 || Log posterior: -259068.7271627563 || Iter Time:0.009582996368408203 || Total time:23.895670413970947 Loading and distributing data: 0.000743 seconds (141 allocations: 396.023 KiB) Iteration: 84 || Clusters count: 12 || Log posterior: -258722.59988656774 || Iter Time:0.01197504997253418 || Total time:23.90764546394348 Iteration: 85 || Clusters count: 13 || Log posterior: -258189.80728449312 || Iter Time:0.024091005325317383 || Total time:23.9317364692688 Iteration: 86 || Clusters count: 13 || Log posterior: -258008.0243335277 || Iter Time:0.010898113250732422 || Total time:23.94263458251953 Iteration: 87 || Clusters count: 14 || Log posterior: -257698.17934139684 || Iter Time:0.012000083923339844 || Total time:23.95463466644287 Iteration: 88 || Clusters count: 14 || Log posterior: -257632.09971017487 || Iter Time:0.010729789733886719 || Total time:23.965364456176758 Iteration: 89 || Clusters count: 14 || Log posterior: -257565.46195647516 || Iter Time:0.010534048080444336 || Total time:23.975898504257202 Iteration: 90 || Clusters count: 14 || Log posterior: -257528.7653479451 || Iter Time:0.010473966598510742 || Total time:23.986372470855713 Iteration: 91 || Clusters count: 14 || Log posterior: -257522.79529092344 || Iter Time:0.01069498062133789 || Total time:23.99706745147705 Iteration: 92 || Clusters count: 14 || Log posterior: -257503.44648002417 || Iter Time:0.026810884475708008 || Total time:24.02387833595276 Iteration: 93 || Clusters count: 14 || Log posterior: -257480.21630374662 || Iter Time:0.010892868041992188 || Total time:24.03477120399475 Iteration: 94 || Clusters count: 14 || Log posterior: -257488.51083683266 || Iter Time:0.010910987854003906 || Total time:24.045682191848755 Iteration: 95 || Clusters count: 14 || Log posterior: -257481.4487791187 || Iter Time:0.0107879638671875 || Total time:24.056470155715942 Iteration: 96 || Clusters count: 14 || Log posterior: -257488.28824347293 || Iter Time:0.01084280014038086 || Total time:24.067312955856323 Iteration: 97 || Clusters count: 14 || Log posterior: -257470.19512317807 || Iter Time:0.01047205924987793 || Total time:24.0777850151062 Iteration: 98 || Clusters count: 14 || Log posterior: -257471.52271244075 || Iter Time:0.010732889175415039 || Total time:24.088517904281616 Iteration: 99 || Clusters count: 14 || Log posterior: -257488.68441613147 || Iter Time:0.011466026306152344 || Total time:24.09998393058777 Iteration: 100 || Clusters count: 14 || Log posterior: -257485.8645918036 || Iter Time:0.011981964111328125 || Total time:24.111965894699097 Iteration: 101 || Clusters count: 14 || Log posterior: -257495.49152466003 || Iter Time:0.012495994567871094 || Total time:24.124461889266968 Iteration: 102 || Clusters count: 14 || Log posterior: -257502.1904369463 || Iter Time:0.01377415657043457 || Total time:24.138236045837402 Iteration: 103 || Clusters count: 14 || Log posterior: -257468.6053224406 || Iter Time:0.014871835708618164 || Total time:24.15310788154602 Iteration: 104 || Clusters count: 14 || Log posterior: -257457.84861925239 || Iter Time:0.020253896713256836 || Total time:24.173361778259277 Loading and distributing data: 0.000813 seconds (141 allocations: 396.023 KiB) Iteration: 105 || Clusters count: 17 || Log posterior: -255898.86711900262 || Iter Time:0.015053987503051758 || Total time:24.18841576576233 Iteration: 106 || Clusters count: 18 || Log posterior: -255236.26659576004 || Iter Time:0.013952016830444336 || Total time:24.202367782592773 Iteration: 107 || Clusters count: 18 || Log posterior: -255213.41616724472 || Iter Time:0.013352155685424805 || Total time:24.2157199382782 Iteration: 108 || Clusters count: 18 || Log posterior: -255226.61756641982 || Iter Time:0.013602972030639648 || Total time:24.229322910308838 Iteration: 109 || Clusters count: 18 || Log posterior: -255224.20630768462 || Iter Time:0.013558149337768555 || Total 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-254329.32777862897 || Iter Time:0.023934125900268555 || Total time:24.914377689361572 Iteration: 145 || Clusters count: 20 || Log posterior: -254337.7090691248 || Iter Time:0.029766082763671875 || Total time:24.944143772125244 Iteration: 146 || Clusters count: 20 || Log posterior: -254330.4855010291 || Iter Time:0.02305912971496582 || Total time:24.96720290184021 Loading and distributing data: 0.000785 seconds (141 allocations: 396.023 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -254350.97673765622 || Iter Time:0.023526906967163086 || Total time:24.990729808807373 Iteration: 148 || Clusters count: 20 || Log posterior: -254349.22582419025 || Iter Time:0.02741098403930664 || Total time:25.01814079284668 Iteration: 149 || Clusters count: 20 || Log posterior: -254345.90398784564 || Iter Time:0.022855043411254883 || Total time:25.040995836257935 Iteration: 150 || Clusters count: 20 || Log posterior: -254346.47397008238 || Iter Time:0.022813796997070312 || Total 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-254208.2681830341 || Iter Time:0.022615909576416016 || Total time:25.57993221282959 Iteration: 172 || Clusters count: 20 || Log posterior: -254208.2681830341 || Iter Time:0.026947021484375 || Total time:25.606879234313965 Iteration: 173 || Clusters count: 20 || Log posterior: -254213.08940176846 || Iter Time:0.022633075714111328 || Total time:25.629512310028076 Iteration: 174 || Clusters count: 20 || Log posterior: -254205.58745822991 || Iter Time:0.023701906204223633 || Total time:25.6532142162323 Iteration: 175 || Clusters count: 20 || Log posterior: -254205.6709905575 || Iter Time:0.02706289291381836 || Total time:25.680277109146118 Iteration: 176 || Clusters count: 20 || Log posterior: -254209.68526333026 || Iter Time:0.023136138916015625 || Total time:25.703413248062134 Iteration: 177 || Clusters count: 20 || Log posterior: -254205.58745822991 || Iter Time:0.02311396598815918 || Total time:25.726527214050293 Iteration: 178 || Clusters count: 20 || Log posterior: 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-254207.2133235378 || Iter Time:0.023200035095214844 || Total time:25.92344832420349 Iteration: 186 || Clusters count: 20 || Log posterior: -254207.2133235378 || Iter Time:0.02888202667236328 || Total time:25.952330350875854 Iteration: 187 || Clusters count: 20 || Log posterior: -254210.11388366824 || Iter Time:0.02503800392150879 || Total time:25.977368354797363 Iteration: 188 || Clusters count: 20 || Log posterior: -254207.2133235378 || Iter Time:0.023387908935546875 || Total time:26.00075626373291 Loading and distributing data: 0.000822 seconds (141 allocations: 396.023 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254661.27702426017 || Iter Time:0.028905868530273438 || Total time:26.029662132263184 Iteration: 190 || Clusters count: 20 || Log posterior: -254653.8164527828 || Iter Time:0.022665977478027344 || Total time:26.05232810974121 Iteration: 191 || Clusters count: 20 || Log posterior: -254653.8164527828 || Iter Time:0.023843050003051758 || Total 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time:26.245513916015625 Iteration: 199 || Clusters count: 20 || Log posterior: -254648.0434777585 || Iter Time:0.027382850646972656 || Total time:26.272896766662598 Iteration: 200 || Clusters count: 20 || Log posterior: -254650.6238214124 || Iter Time:0.022839069366455078 || Total time:26.295735836029053 Iteration: 201 || Clusters count: 20 || Log posterior: -254650.1363955569 || Iter Time:0.022531986236572266 || Total time:26.318267822265625 Iteration: 202 || Clusters count: 20 || Log posterior: -254656.33398717546 || Iter Time:0.02222299575805664 || Total time:26.34049081802368 Iteration: 203 || Clusters count: 20 || Log posterior: -254650.09476882307 || Iter Time:0.026938199996948242 || Total time:26.36742901802063 Iteration: 204 || Clusters count: 20 || Log posterior: -254645.28731865843 || Iter Time:0.023756980895996094 || Total time:26.391185998916626 Iteration: 205 || Clusters count: 20 || Log posterior: -254648.8434469379 || Iter Time:0.02472686767578125 || Total time:26.415912866592407 Iteration: 206 || Clusters count: 20 || Log posterior: -254654.09906580177 || Iter Time:0.028134822845458984 || Total time:26.444047689437866 Iteration: 207 || Clusters count: 20 || Log posterior: -254661.47061840532 || Iter Time:0.023748159408569336 || Total time:26.467795848846436 Iteration: 208 || Clusters count: 20 || Log posterior: -254659.71257936273 || Iter Time:0.023609161376953125 || Total time:26.49140501022339 Iteration: 209 || Clusters count: 20 || Log posterior: -254651.35758737545 || Iter Time:0.021567106246948242 || Total time:26.512972116470337 NMI: 0.7619750539609735 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m24.4s [8264, 33316, 27978, 203810, 161326, 135162, 44925, 112489, 65223, 5592, 12707, 50531, 3179, 13152, 29613, 7086, 4466, 17430, 42260, 21491] Loading and distributing data: 0.000404 seconds (141 allocations: 13.211 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6170.614565025362 || Iter Time:4.567194938659668 || Total time:4.567194938659668 Iteration: 1 || Clusters count: 1 || Log posterior: -6170.614565025362 || Iter Time:0.002373933792114258 || Total time:4.569568872451782 Iteration: 2 || Clusters count: 1 || Log posterior: -6170.614565025362 || Iter Time:0.0017161369323730469 || Total time:4.571285009384155 Iteration: 3 || Clusters count: 1 || Log posterior: -6170.614565025362 || Iter Time:0.0016431808471679688 || Total time:4.572928190231323 Iteration: 4 || Clusters count: 1 || Log posterior: -6170.614565025362 || Iter Time:0.001981019973754883 || Total time:4.574909210205078 Iteration: 5 || Clusters count: 1 || Log posterior: -6170.614565025362 || Iter Time:0.002170085906982422 || Total time:4.5770792961120605 Iteration: 6 || Clusters count: 1 || Log posterior: -6170.614565025362 || Iter Time:0.0020639896392822266 || Total time:4.579143285751343 Iteration: 7 || Clusters count: 1 || Log posterior: -6170.614565025362 || Iter Time:0.0018429756164550781 || Total time:4.580986261367798 Iteration: 8 || Clusters count: 2 || Log posterior: -5714.324502131881 || Iter Time:0.1471560001373291 || Total time:4.728142261505127 Iteration: 9 || Clusters count: 2 || Log posterior: -5705.100182732472 || Iter Time:0.002248048782348633 || Total time:4.730390310287476 Iteration: 10 || Clusters count: 2 || Log posterior: -5715.503364398214 || Iter Time:0.0019609928131103516 || Total time:4.732351303100586 Iteration: 11 || Clusters count: 2 || Log posterior: -5708.686542438033 || Iter Time:0.0019130706787109375 || Total time:4.734264373779297 Iteration: 12 || Clusters count: 2 || Log posterior: -5718.87154202517 || Iter Time:0.0018761157989501953 || Total time:4.736140489578247 Iteration: 13 || Clusters count: 2 || Log posterior: -5714.832049506441 || Iter Time:0.0018379688262939453 || Total time:4.737978458404541 Iteration: 14 || Clusters count: 2 || Log posterior: -5704.821597967252 || Iter Time:0.0018000602722167969 || Total time:4.739778518676758 Iteration: 15 || Clusters count: 2 || Log posterior: -5700.086327059524 || Iter Time:0.001909017562866211 || Total time:4.741687536239624 Iteration: 16 || Clusters count: 2 || Log posterior: -5701.12596390049 || Iter Time:0.0018429756164550781 || Total time:4.743530511856079 Iteration: 17 || Clusters count: 2 || Log posterior: -5712.2887218581245 || Iter Time:0.0018241405487060547 || Total time:4.745354652404785 Iteration: 18 || Clusters count: 3 || Log posterior: -5643.794758222235 || Iter Time:0.0043849945068359375 || Total time:4.749739646911621 Iteration: 19 || Clusters count: 3 || Log posterior: -5632.339257701893 || Iter Time:0.002396106719970703 || Total time:4.752135753631592 Iteration: 20 || Clusters count: 3 || Log posterior: -5612.118840250587 || Iter Time:0.002576112747192383 || Total time:4.754711866378784 Iteration: 21 || Clusters count: 3 || Log posterior: -5599.206791749039 || Iter Time:0.0023670196533203125 || Total time:4.7570788860321045 Iteration: 22 || Clusters count: 3 || Log posterior: -5561.7209561077 || Iter Time:0.0023009777069091797 || Total time:4.759379863739014 Iteration: 23 || Clusters count: 3 || Log posterior: -5595.44572913768 || Iter Time:0.0023610591888427734 || Total time:4.7617409229278564 Iteration: 24 || Clusters count: 3 || Log posterior: -5568.812454191097 || Iter Time:0.002201080322265625 || Total time:4.763942003250122 Iteration: 25 || Clusters count: 3 || Log posterior: -5588.004568551556 || Iter Time:0.0023529529571533203 || Total time:4.766294956207275 Iteration: 26 || Clusters count: 3 || Log posterior: -5578.500625404563 || Iter Time:0.0024480819702148438 || Total time:4.76874303817749 Iteration: 27 || Clusters count: 3 || Log posterior: -5582.993769929104 || Iter Time:0.002351045608520508 || Total time:4.771094083786011 Iteration: 28 || Clusters count: 4 || Log posterior: -5596.620778836364 || Iter Time:0.004325151443481445 || Total time:4.775419235229492 Iteration: 29 || Clusters count: 4 || Log posterior: -5563.884551881829 || Iter Time:0.002902984619140625 || Total time:4.778322219848633 Iteration: 30 || Clusters count: 4 || Log posterior: -5420.344163858872 || Iter Time:1.2886669635772705 || Total time:6.066989183425903 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, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2] [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, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2] Loading and distributing data: 0.000297 seconds (141 allocations: 13.211 KiB) Iteration: 31 || Clusters count: 5 || Log posterior: -5125.607395385872 || Iter Time:0.028942108154296875 || Total time:6.0959312915802 Iteration: 32 || Clusters count: 5 || Log posterior: -4924.86176377295 || Iter Time:0.014078140258789062 || Total time:6.110009431838989 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 33 || Clusters count: 5 || Log posterior: -3754.094121506907 || Iter Time:0.0036029815673828125 || Total time:6.113612413406372 Iteration: 34 || Clusters count: 5 || Log posterior: -3709.4438008333946 || Iter Time:0.01317286491394043 || Total time:6.1267852783203125 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 35 || Clusters count: 5 || Log posterior: -3432.0624747605675 || Iter Time:0.0033190250396728516 || Total time:6.130104303359985 Iteration: 36 || Clusters count: 5 || Log posterior: -3403.4258276029186 || Iter Time:0.012585163116455078 || Total time:6.14268946647644 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 37 || Clusters count: 5 || Log posterior: -3365.8166894346655 || Iter Time:0.003328084945678711 || Total time:6.146017551422119 Iteration: 38 || Clusters count: 5 || Log posterior: -3329.806161644811 || Iter Time:0.01238703727722168 || Total time:6.158404588699341 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 39 || Clusters count: 5 || Log posterior: -3314.596833952003 || Iter Time:0.0033659934997558594 || Total time:6.161770582199097 Iteration: 40 || Clusters count: 5 || Log posterior: -3293.6586413504497 || Iter Time:0.012937068939208984 || Total time:6.174707651138306 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 41 || Clusters count: 5 || Log posterior: -3326.7347984907897 || Iter Time:0.0868539810180664 || Total time:6.261561632156372 Iteration: 42 || Clusters count: 5 || Log posterior: -3310.836687941124 || Iter Time:0.013650894165039062 || Total time:6.275212526321411 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 43 || Clusters count: 5 || Log posterior: -3350.9527195232868 || Iter Time:0.0036051273345947266 || Total time:6.278817653656006 Iteration: 44 || Clusters count: 5 || Log posterior: -3323.9762537849283 || Iter Time:0.014286041259765625 || Total time:6.2931036949157715 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 45 || Clusters count: 7 || Log posterior: -3207.127963539932 || Iter Time:0.005751132965087891 || Total time:6.298854827880859 Iteration: 46 || Clusters count: 7 || Log posterior: -3139.2229073032277 || Iter Time:0.019398212432861328 || Total time:6.318253040313721 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 47 || Clusters count: 7 || Log posterior: -3158.3790141218487 || Iter Time:0.00460505485534668 || Total time:6.322858095169067 Iteration: 48 || Clusters count: 7 || Log posterior: -3143.2467153487014 || Iter 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Iteration: 121 || Clusters count: 11 || Log posterior: -2861.159055219547 || Iter Time:0.008968114852905273 || Total time:7.516519784927368 Iteration: 122 || Clusters count: 11 || Log posterior: -2814.647533693825 || Iter Time:0.02756500244140625 || Total time:7.544084787368774 Loading and distributing data: 0.000182 seconds (141 allocations: 13.242 KiB) Iteration: 123 || Clusters count: 11 || Log posterior: -2931.097428976842 || Iter Time:0.009728193283081055 || Total time:7.5538129806518555 Iteration: 124 || Clusters count: 11 || Log posterior: -2893.306936808004 || Iter Time:0.026519060134887695 || Total time:7.580332040786743 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 125 || Clusters count: 11 || Log posterior: -2898.0240006260647 || Iter Time:0.008746147155761719 || Total time:7.589078187942505 Iteration: 126 || Clusters count: 11 || Log posterior: -2863.577527346888 || Iter Time:0.028222084045410156 || Total time:7.617300271987915 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-2889.2406444810986 || Iter Time:0.031658172607421875 || Total time:7.746370077133179 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 133 || Clusters count: 11 || Log posterior: -2951.440849419448 || Iter Time:0.010952949523925781 || Total time:7.7573230266571045 Iteration: 134 || Clusters count: 11 || Log posterior: -2897.5920857331544 || Iter Time:0.030900001525878906 || Total time:7.788223028182983 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 135 || Clusters count: 11 || Log posterior: -2931.4684375126976 || Iter Time:0.06077694892883301 || Total time:7.848999977111816 Iteration: 136 || Clusters count: 11 || Log posterior: -2900.001120183957 || Iter Time:0.03217005729675293 || Total time:7.881170034408569 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 137 || Clusters count: 11 || Log posterior: -2962.133457557107 || Iter Time:0.010933160781860352 || Total 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(141 allocations: 13.211 KiB) Iteration: 227 || Clusters count: 12 || Log posterior: -2899.6490995056693 || Iter Time:0.010715961456298828 || Total time:9.752887487411499 Iteration: 228 || Clusters count: 12 || Log posterior: -2871.3488840877158 || Iter Time:0.03362298011779785 || Total time:9.786510467529297 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 229 || Clusters count: 12 || Log posterior: -2917.494402072098 || Iter Time:0.011649847030639648 || Total time:9.798160314559937 Iteration: 230 || Clusters count: 12 || Log posterior: -2876.3643114710812 || Iter Time:0.03314495086669922 || Total time:9.831305265426636 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 231 || Clusters count: 12 || Log posterior: -2876.6037755011835 || Iter Time:0.012118101119995117 || Total time:9.84342336654663 Iteration: 232 || Clusters count: 12 || Log posterior: -2840.6117669068267 || Iter Time:0.032464027404785156 || 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Iteration: 249 || Clusters count: 12 || Log posterior: -2943.706466400408 || Iter Time:0.011845111846923828 || Total time:10.240694046020508 Iteration: 250 || Clusters count: 12 || Log posterior: -2892.31463586524 || Iter Time:0.03290104866027832 || Total time:10.273595094680786 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 251 || Clusters count: 12 || Log posterior: -2956.7484942029146 || Iter Time:0.012278079986572266 || Total time:10.285873174667358 Iteration: 252 || Clusters count: 12 || Log posterior: -2920.1717904167976 || Iter Time:0.03396916389465332 || Total time:10.319842338562012 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 253 || Clusters count: 12 || Log posterior: -2945.006866074258 || Iter Time:0.012633085250854492 || Total time:10.332475423812866 Iteration: 254 || Clusters count: 12 || Log posterior: -2912.4432354632368 || Iter Time:0.05704903602600098 || Total time:10.389524459838867 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Iteration: 321 || Clusters count: 12 || Log posterior: -2874.3658887849547 || Iter Time:0.01283407211303711 || Total time:11.9940345287323 Iteration: 322 || Clusters count: 12 || Log posterior: -2840.3417487875363 || Iter Time:0.031320810317993164 || Total time:12.025355339050293 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 323 || Clusters count: 12 || Log posterior: -2905.3164645766497 || Iter Time:0.010288000106811523 || Total time:12.035643339157104 Iteration: 324 || Clusters count: 12 || Log posterior: -2860.6043613182 || Iter Time:0.03576397895812988 || Total time:12.071407318115234 Loading and distributing data: 0.000207 seconds (141 allocations: 13.211 KiB) Iteration: 325 || Clusters count: 12 || Log posterior: -2932.137996735483 || Iter Time:0.012001991271972656 || Total time:12.083409309387207 Iteration: 326 || Clusters count: 12 || Log posterior: -2880.1375209935904 || Iter Time:0.03538084030151367 || Total time:12.11879014968872 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Iteration: 393 || Clusters count: 12 || Log posterior: -2876.149947052377 || Iter Time:0.011847972869873047 || Total time:13.732575178146362 Iteration: 394 || Clusters count: 12 || Log posterior: -2855.454177712079 || Iter Time:0.03393101692199707 || Total time:13.76650619506836 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 395 || Clusters count: 12 || Log posterior: -2934.0227318052166 || Iter Time:0.010715007781982422 || Total time:13.777221202850342 Iteration: 396 || Clusters count: 12 || Log posterior: -2874.4806698615175 || Iter Time:0.032228946685791016 || Total time:13.809450149536133 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 397 || Clusters count: 12 || Log posterior: -2945.3433588822586 || Iter Time:0.011375904083251953 || Total time:13.820826053619385 Iteration: 398 || Clusters count: 12 || Log posterior: -2897.2110452477004 || Iter Time:0.03501701354980469 || Total 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|| Log posterior: -2839.0677582366425 || Iter Time:0.034635066986083984 || Total time:13.992278099060059 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 405 || Clusters count: 12 || Log posterior: -2872.325799430725 || Iter Time:0.01140904426574707 || Total time:14.003687143325806 Iteration: 406 || Clusters count: 12 || Log posterior: -2839.8525981689927 || Iter Time:0.03235292434692383 || Total time:14.03604006767273 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 407 || Clusters count: 12 || Log posterior: -2876.481183373046 || Iter Time:0.011458158493041992 || Total time:14.047498226165771 Iteration: 408 || Clusters count: 12 || Log posterior: -2843.0892800481524 || Iter Time:0.0322270393371582 || Total time:14.07972526550293 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 409 || Clusters count: 12 || Log posterior: -2888.8778687609124 || Iter 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Iteration: 415 || Clusters count: 12 || Log posterior: -2925.654871966978 || Iter Time:0.011366128921508789 || Total time:14.223198175430298 Iteration: 416 || Clusters count: 12 || Log posterior: -2876.1067958454787 || Iter Time:0.05462503433227539 || Total time:14.277823209762573 Loading and distributing data: 0.000231 seconds (141 allocations: 13.211 KiB) Iteration: 417 || Clusters count: 12 || Log posterior: -2884.833057796311 || Iter Time:0.011354923248291016 || Total time:14.289178133010864 Iteration: 418 || Clusters count: 12 || Log posterior: -2842.2440947185983 || Iter Time:0.0364840030670166 || Total time:14.32566213607788 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 419 || Clusters count: 12 || Log posterior: -2881.330223175101 || Iter Time:0.012352943420410156 || Total time:14.338015079498291 Iteration: 420 || Clusters count: 12 || Log posterior: -2851.1385416234284 || Iter Time:0.03392815589904785 || Total time:14.371943235397339 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-2867.8854834072677 || Iter Time:0.03288698196411133 || Total time:14.498289108276367 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 427 || Clusters count: 12 || Log posterior: -2886.4344340146226 || Iter Time:0.010934829711914062 || Total time:14.509223937988281 Iteration: 428 || Clusters count: 12 || Log posterior: -2853.960003130246 || Iter Time:0.03436899185180664 || Total time:14.543592929840088 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 429 || Clusters count: 12 || Log posterior: -2889.4625253670497 || Iter Time:0.010851144790649414 || Total time:14.554444074630737 Iteration: 430 || Clusters count: 12 || Log posterior: -2859.7469029191802 || Iter Time:0.03213691711425781 || Total time:14.586580991744995 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 431 || Clusters count: 12 || Log posterior: -2910.5339031775175 || Iter Time:0.01096200942993164 || 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Iteration: 454 || Clusters count: 12 || Log posterior: -2894.798630735533 || Iter Time:0.03122401237487793 || Total time:15.147984266281128 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 455 || Clusters count: 12 || Log posterior: -2917.406638030847 || Iter Time:0.011785030364990234 || Total time:15.159769296646118 Iteration: 456 || Clusters count: 12 || Log posterior: -2881.366712211391 || Iter Time:0.03221893310546875 || Total time:15.191988229751587 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 457 || Clusters count: 12 || Log posterior: -2928.3768961994247 || Iter Time:0.01202082633972168 || Total time:15.204009056091309 Iteration: 458 || Clusters count: 12 || Log posterior: -2886.069881465518 || Iter Time:0.03450798988342285 || Total time:15.238517045974731 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 459 || Clusters count: 12 || Log posterior: 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Iteration: 487 || Clusters count: 12 || Log posterior: -2911.1104398557013 || Iter Time:0.012032032012939453 || Total time:15.876696109771729 Iteration: 488 || Clusters count: 12 || Log posterior: -2883.760224113353 || Iter Time:0.03343605995178223 || Total time:15.91013216972351 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 489 || Clusters count: 12 || Log posterior: -2883.2107878779416 || Iter Time:0.011090993881225586 || Total time:15.921223163604736 Iteration: 490 || Clusters count: 12 || Log posterior: -2848.922047867377 || Iter Time:0.03557586669921875 || Total time:15.956799030303955 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 491 || Clusters count: 12 || Log posterior: -2883.124612597629 || Iter Time:0.01290583610534668 || Total time:15.969704866409302 Iteration: 492 || Clusters count: 12 || Log posterior: -2845.1672500142977 || Iter Time:0.03383994102478027 || Total time:16.003544807434082 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|| Log posterior: -2900.3193057898966 || Iter Time:0.01128697395324707 || Total time:16.389780282974243 Iteration: 510 || Clusters count: 12 || Log posterior: -2865.5916822543104 || Iter Time:0.029397010803222656 || Total time:16.419177293777466 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 511 || Clusters count: 12 || Log posterior: -2866.789950542915 || Iter Time:0.010428190231323242 || Total time:16.42960548400879 Iteration: 512 || Clusters count: 12 || Log posterior: -2843.360045376266 || Iter Time:0.05371403694152832 || Total time:16.483319520950317 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 513 || Clusters count: 12 || Log posterior: -2856.5424654397993 || Iter Time:0.05577397346496582 || Total time:16.539093494415283 Iteration: 514 || Clusters count: 12 || Log posterior: -2817.7436964690505 || Iter Time:0.030325889587402344 || Total time:16.569419384002686 Loading and distributing data: 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Iteration: 559 || Clusters count: 12 || Log posterior: -2881.1315910830317 || Iter Time:0.01188206672668457 || Total time:17.528497219085693 Iteration: 560 || Clusters count: 12 || Log posterior: -2856.923103546893 || Iter Time:0.034265995025634766 || Total time:17.562763214111328 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 561 || Clusters count: 12 || Log posterior: -2911.073650255351 || Iter Time:0.012269973754882812 || Total time:17.57503318786621 Iteration: 562 || Clusters count: 12 || Log posterior: -2863.3179001982 || Iter Time:0.0342249870300293 || Total time:17.60925817489624 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 563 || Clusters count: 12 || Log posterior: -2880.0110585988223 || Iter Time:0.011966943740844727 || Total time:17.621225118637085 Iteration: 564 || Clusters count: 12 || Log posterior: -2829.31543299025 || Iter Time:0.03075695037841797 || Total time:17.651982069015503 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Iteration: 631 || Clusters count: 12 || Log posterior: -2837.6247698955785 || Iter Time:0.011330127716064453 || Total time:19.010881900787354 Iteration: 632 || Clusters count: 12 || Log posterior: -2795.0318083845805 || Iter Time:0.03245806694030762 || Total time:19.04333996772766 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 633 || Clusters count: 12 || Log posterior: -2879.422265338888 || Iter Time:0.01016688346862793 || Total time:19.05350685119629 Iteration: 634 || Clusters count: 12 || Log posterior: -2837.056961811144 || Iter Time:0.03169608116149902 || Total time:19.085202932357788 Loading and distributing data: 0.000230 seconds (141 allocations: 13.211 KiB) Iteration: 635 || Clusters count: 12 || Log posterior: -2896.1033022564666 || Iter Time:0.011523962020874023 || Total time:19.096726894378662 Iteration: 636 || Clusters count: 12 || Log posterior: -2841.408075530692 || Iter Time:0.03334498405456543 || Total time:19.130071878433228 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-2873.7380251362324 || Iter Time:0.02591705322265625 || Total time:19.279833793640137 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 643 || Clusters count: 12 || Log posterior: -2940.0094391100283 || Iter Time:0.00860905647277832 || Total time:19.288442850112915 Iteration: 644 || Clusters count: 12 || Log posterior: -2890.6699280985813 || Iter Time:0.02742290496826172 || Total time:19.315865755081177 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 645 || Clusters count: 12 || Log posterior: -2969.981824927296 || Iter Time:0.010701179504394531 || Total time:19.32656693458557 Iteration: 646 || Clusters count: 12 || Log posterior: -2873.52238967839 || Iter Time:0.018904924392700195 || Total time:19.34547185897827 Loading and distributing data: 0.000161 seconds (141 allocations: 13.211 KiB) Iteration: 647 || Clusters count: 12 || Log posterior: -2872.885172473347 || Iter Time:0.00788116455078125 || Total 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Iteration: 703 || Clusters count: 12 || Log posterior: -2926.9758916206547 || Iter Time:0.011404037475585938 || Total time:20.577357292175293 Iteration: 704 || Clusters count: 12 || Log posterior: -2897.3581477409944 || Iter Time:0.03107285499572754 || Total time:20.60843014717102 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 705 || Clusters count: 12 || Log posterior: -2909.727982947292 || Iter Time:0.03574705123901367 || Total time:20.644177198410034 Iteration: 706 || Clusters count: 12 || Log posterior: -2849.3503087310755 || Iter Time:0.030332088470458984 || Total time:20.674509286880493 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 707 || Clusters count: 12 || Log posterior: -2923.5898885396064 || Iter Time:0.012938976287841797 || Total time:20.687448263168335 Iteration: 708 || Clusters count: 12 || Log posterior: -2873.600004138513 || Iter Time:0.02926802635192871 || Total 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Iteration: 725 || Clusters count: 12 || Log posterior: -2894.33088669462 || Iter Time:0.01336812973022461 || Total time:21.074522733688354 Iteration: 726 || Clusters count: 12 || Log posterior: -2864.5386292715507 || Iter Time:0.03210902214050293 || Total time:21.106631755828857 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 727 || Clusters count: 12 || Log posterior: -2931.0901947885186 || Iter Time:0.012470006942749023 || Total time:21.119101762771606 Iteration: 728 || Clusters count: 12 || Log posterior: -2878.202129229962 || Iter Time:0.03735804557800293 || Total time:21.15645980834961 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 729 || Clusters count: 12 || Log posterior: -2916.488216826255 || Iter Time:0.011511087417602539 || Total time:21.167970895767212 Iteration: 730 || Clusters count: 12 || Log posterior: -2876.3955576807502 || Iter Time:0.030678987503051758 || Total time:21.198649883270264 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Iteration: 869 || Clusters count: 12 || Log posterior: -2907.3891139927437 || Iter Time:0.011163949966430664 || Total time:24.343130111694336 Iteration: 870 || Clusters count: 12 || Log posterior: -2846.0655503700946 || Iter Time:0.031356096267700195 || Total time:24.374486207962036 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 871 || Clusters count: 12 || Log posterior: -2916.6018349401998 || Iter Time:0.01167607307434082 || Total time:24.386162281036377 Iteration: 872 || Clusters count: 12 || Log posterior: -2875.3105792189203 || Iter Time:0.030432939529418945 || Total time:24.416595220565796 Loading and distributing data: 0.000188 seconds (141 allocations: 13.242 KiB) Iteration: 873 || Clusters count: 12 || Log posterior: -2925.089199123826 || Iter Time:0.011206865310668945 || Total time:24.427802085876465 Iteration: 874 || Clusters count: 12 || Log posterior: -2862.5073043733773 || Iter Time:0.030385971069335938 || Total 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|| Log posterior: -2839.9225314348087 || Iter Time:0.028801918029785156 || Total time:24.583383798599243 Loading and distributing data: 0.000238 seconds (141 allocations: 13.211 KiB) Iteration: 881 || Clusters count: 12 || Log posterior: -2917.7827158980485 || Iter Time:0.01037907600402832 || Total time:24.59376287460327 Iteration: 882 || Clusters count: 12 || Log posterior: -2867.8904613951895 || Iter Time:0.028393983840942383 || Total time:24.622156858444214 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 883 || Clusters count: 12 || Log posterior: -2905.734894346031 || Iter Time:0.010442972183227539 || Total time:24.63259983062744 Iteration: 884 || Clusters count: 12 || Log posterior: -2867.0642605201824 || Iter Time:0.029653072357177734 || Total time:24.66225290298462 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 885 || Clusters count: 12 || Log posterior: -2846.038335161697 || Iter 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Iteration: 891 || Clusters count: 12 || Log posterior: -2866.030142254267 || Iter Time:0.010233879089355469 || Total time:24.796628713607788 Iteration: 892 || Clusters count: 12 || Log posterior: -2823.4805361308045 || Iter Time:0.03184390068054199 || Total time:24.82847261428833 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 893 || Clusters count: 12 || Log posterior: -2869.1578300956803 || Iter Time:0.010972976684570312 || Total time:24.8394455909729 Iteration: 894 || Clusters count: 12 || Log posterior: -2847.4280396227227 || Iter Time:0.03182792663574219 || Total time:24.871273517608643 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 895 || Clusters count: 12 || Log posterior: -2882.669267118635 || Iter Time:0.011081933975219727 || Total time:24.882355451583862 Iteration: 896 || Clusters count: 12 || Log posterior: -2849.9109884427926 || Iter Time:0.03233909606933594 || Total time:24.9146945476532 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-2819.577583169672 || Iter Time:0.026528120040893555 || Total time:25.02949357032776 Loading and distributing data: 0.000160 seconds (141 allocations: 13.211 KiB) Iteration: 903 || Clusters count: 12 || Log posterior: -2825.130851057767 || Iter Time:0.010293960571289062 || Total time:25.039787530899048 Iteration: 904 || Clusters count: 12 || Log posterior: -2787.091226615827 || Iter Time:0.052754878997802734 || Total time:25.09254240989685 Loading and distributing data: 0.000158 seconds (141 allocations: 13.242 KiB) Iteration: 905 || Clusters count: 12 || Log posterior: -2835.832299198884 || Iter Time:0.010014057159423828 || Total time:25.102556467056274 Iteration: 906 || Clusters count: 12 || Log posterior: -2808.0399804301182 || Iter Time:0.027693986892700195 || Total time:25.130250453948975 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 907 || Clusters count: 12 || Log posterior: -2864.593810335689 || Iter Time:0.010518074035644531 || Total 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12 || Log posterior: -2833.03621150964 || Iter Time:0.03040003776550293 || Total time:26.15580177307129 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 953 || Clusters count: 12 || Log posterior: -2887.7489414690335 || Iter Time:0.011779069900512695 || Total time:26.1675808429718 Iteration: 954 || Clusters count: 12 || Log posterior: -2851.626189133511 || Iter Time:0.02825307846069336 || Total time:26.195833921432495 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 955 || Clusters count: 12 || Log posterior: -2889.7382646056385 || Iter Time:0.011583089828491211 || Total time:26.207417011260986 Iteration: 956 || Clusters count: 12 || Log posterior: -2858.888421597749 || Iter Time:0.02941298484802246 || Total time:26.23682999610901 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 957 || Clusters count: 12 || Log posterior: -2882.5141677666043 || Iter 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-2836.3600927774564 || Iter Time:0.034700870513916016 || Total time:26.663636922836304 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 975 || Clusters count: 12 || Log posterior: -2850.7462695306813 || Iter Time:0.012321949005126953 || Total time:26.67595887184143 Iteration: 976 || Clusters count: 12 || Log posterior: -2814.909906244802 || Iter Time:0.036685943603515625 || Total time:26.712644815444946 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 977 || Clusters count: 12 || Log posterior: -2933.742586813052 || Iter Time:0.012233972549438477 || Total time:26.724878787994385 Iteration: 978 || Clusters count: 12 || Log posterior: -2881.0703883672286 || Iter Time:0.03538107872009277 || Total time:26.760259866714478 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 979 || Clusters count: 12 || Log posterior: -2904.00781453781 || Iter Time:0.012674808502197266 || Total 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Log posterior: -2907.7016375646845 || Iter Time:0.011586189270019531 || Total time:26.908323526382446 Iteration: 986 || Clusters count: 12 || Log posterior: -2866.0258874906212 || Iter Time:0.03241610527038574 || Total time:26.940739631652832 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 987 || Clusters count: 12 || Log posterior: -2938.8009334359385 || Iter Time:0.012215137481689453 || Total time:26.95295476913452 Iteration: 988 || Clusters count: 12 || Log posterior: -2892.985972458671 || Iter Time:0.03172802925109863 || Total time:26.98468279838562 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 989 || Clusters count: 12 || Log posterior: -2930.804974643612 || Iter Time:0.011868000030517578 || Total time:26.996550798416138 Iteration: 990 || Clusters count: 12 || Log posterior: -2881.7480930125857 || Iter Time:0.034117937088012695 || Total time:27.03066873550415 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 991 || Clusters count: 12 || Log posterior: -2885.23926449942 || Iter Time:0.012236833572387695 || Total time:27.042905569076538 Iteration: 992 || Clusters count: 12 || Log posterior: -2855.6658113287226 || Iter Time:0.03522300720214844 || Total time:27.078128576278687 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 993 || Clusters count: 12 || Log posterior: -2889.146106234938 || Iter Time:0.011723041534423828 || Total time:27.08985161781311 Iteration: 994 || Clusters count: 12 || Log posterior: -2848.0226881429785 || Iter Time:0.0310211181640625 || Total time:27.120872735977173 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 995 || Clusters count: 12 || Log posterior: -2889.5230839425403 || Iter Time:0.010041952133178711 || Total time:27.13091468811035 Iteration: 996 || Clusters count: 12 || Log posterior: -2829.6240100799323 || Iter 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Iteration: 1002 || Clusters count: 12 || Log posterior: -2855.37747396167 || Iter Time:0.03173208236694336 || Total time:27.29573082923889 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1003 || Clusters count: 12 || Log posterior: -2901.9390593868993 || Iter Time:0.012264013290405273 || Total time:27.307994842529297 Iteration: 1004 || Clusters count: 12 || Log posterior: -2877.4485937317595 || Iter Time:0.05997490882873535 || Total time:27.367969751358032 Loading and distributing data: 0.000181 seconds (141 allocations: 13.242 KiB) Iteration: 1005 || Clusters count: 12 || Log posterior: -2896.319676997819 || Iter Time:0.012660026550292969 || Total time:27.380629777908325 Iteration: 1006 || Clusters count: 12 || Log posterior: -2853.8965579604346 || Iter Time:0.0333409309387207 || Total time:27.413970708847046 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1007 || Clusters count: 12 || Log posterior: 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seconds (141 allocations: 13.211 KiB) Iteration: 1013 || Clusters count: 12 || Log posterior: -2890.23873666937 || Iter Time:0.011688947677612305 || Total time:27.56295132637024 Iteration: 1014 || Clusters count: 12 || Log posterior: -2860.9914334056084 || Iter Time:0.03135085105895996 || Total time:27.5943021774292 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1015 || Clusters count: 12 || Log posterior: -2886.9487809553307 || Iter Time:0.011815071105957031 || Total time:27.606117248535156 Iteration: 1016 || Clusters count: 12 || Log posterior: -2845.6620005774294 || Iter Time:0.029767990112304688 || Total time:27.63588523864746 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1017 || Clusters count: 12 || Log posterior: -2882.4109472928662 || Iter Time:0.011795997619628906 || Total time:27.64768123626709 Iteration: 1018 || Clusters count: 12 || Log posterior: -2844.5153181528726 || Iter 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12 || Log posterior: -2898.406150768215 || Iter Time:0.011786937713623047 || Total time:27.905179500579834 Iteration: 1030 || Clusters count: 12 || Log posterior: -2847.0602508109487 || Iter Time:0.03328394889831543 || Total time:27.93846344947815 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1031 || Clusters count: 12 || Log posterior: -2909.9956338519023 || Iter Time:0.013077020645141602 || Total time:27.95154047012329 Iteration: 1032 || Clusters count: 12 || Log posterior: -2884.46913061565 || Iter Time:0.03043198585510254 || Total time:27.981972455978394 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1033 || Clusters count: 12 || Log posterior: -2957.9834663068636 || Iter Time:0.010921001434326172 || Total time:27.99289345741272 Iteration: 1034 || Clusters count: 12 || Log posterior: -2926.7649820018187 || Iter Time:0.032711029052734375 || Total time:28.025604486465454 Loading and distributing 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time:28.274569988250732 Iteration: 1046 || Clusters count: 12 || Log posterior: -2900.1513830681974 || Iter Time:0.033503055572509766 || Total time:28.308073043823242 Loading and distributing data: 0.000212 seconds (141 allocations: 13.211 KiB) Iteration: 1047 || Clusters count: 12 || Log posterior: -2934.795568403787 || Iter Time:0.012079000473022461 || Total time:28.320152044296265 Iteration: 1048 || Clusters count: 12 || Log posterior: -2868.864563843684 || Iter Time:0.0336000919342041 || Total time:28.35375213623047 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1049 || Clusters count: 12 || Log posterior: -2883.4882463064523 || Iter Time:0.012306928634643555 || Total time:28.366059064865112 Iteration: 1050 || Clusters count: 12 || Log posterior: -2842.558112567638 || Iter Time:0.03184008598327637 || Total time:28.39789915084839 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1051 || Clusters count: 12 || Log posterior: -2914.5164710670433 || Iter Time:0.013290882110595703 || Total time:28.411190032958984 Iteration: 1052 || Clusters count: 12 || Log posterior: -2886.727871141956 || Iter Time:0.0344691276550293 || Total time:28.445659160614014 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1053 || Clusters count: 12 || Log posterior: -2909.8253321012908 || Iter Time:0.011337995529174805 || Total time:28.45699715614319 Iteration: 1054 || Clusters count: 12 || Log posterior: -2868.194988169531 || Iter Time:0.03194904327392578 || Total time:28.488946199417114 Loading and distributing data: 0.000162 seconds (141 allocations: 13.211 KiB) Iteration: 1055 || Clusters count: 12 || Log posterior: -2935.344165463202 || Iter Time:0.013691902160644531 || Total time:28.50263810157776 Iteration: 1056 || Clusters count: 12 || Log posterior: -2890.899779610265 || Iter Time:0.03277301788330078 || Total time:28.53541111946106 Loading and distributing data: 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time:28.766063928604126 Iteration: 1068 || Clusters count: 12 || Log posterior: -2853.5206894640046 || Iter Time:0.030364990234375 || Total time:28.7964289188385 Loading and distributing data: 0.000216 seconds (141 allocations: 13.211 KiB) Iteration: 1069 || Clusters count: 12 || Log posterior: -2897.765368660655 || Iter Time:0.012022972106933594 || Total time:28.808451890945435 Iteration: 1070 || Clusters count: 12 || Log posterior: -2863.0429954247356 || Iter Time:0.05990195274353027 || Total time:28.868353843688965 Loading and distributing data: 0.000196 seconds (141 allocations: 13.242 KiB) Iteration: 1071 || Clusters count: 12 || Log posterior: -2849.304408216124 || Iter Time:0.011286020278930664 || Total time:28.879639863967896 Iteration: 1072 || Clusters count: 12 || Log posterior: -2824.9987982603925 || Iter Time:0.03225111961364746 || Total time:28.911890983581543 Loading and distributing data: 0.000195 seconds (141 allocations: 13.242 KiB) Iteration: 1073 || Clusters count: 12 || Log posterior: -2873.542510675828 || Iter Time:0.011796951293945312 || Total time:28.92368793487549 Iteration: 1074 || Clusters count: 12 || Log posterior: -2851.259436758502 || Iter Time:0.031620025634765625 || Total time:28.955307960510254 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1075 || Clusters count: 12 || Log posterior: -2960.2658348152177 || Iter Time:0.011780023574829102 || Total time:28.967087984085083 Iteration: 1076 || Clusters count: 12 || Log posterior: -2914.903564064292 || Iter Time:0.03132987022399902 || Total time:28.998417854309082 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1077 || Clusters count: 12 || Log posterior: -2896.211952910604 || Iter Time:0.012012004852294922 || Total time:29.010429859161377 Iteration: 1078 || Clusters count: 12 || Log posterior: -2864.0906488216724 || Iter Time:0.030529022216796875 || Total time:29.040958881378174 Loading and distributing 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Iteration: 1090 || Clusters count: 12 || Log posterior: -2819.368714068243 || Iter Time:0.03666996955871582 || Total time:29.314979314804077 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1091 || Clusters count: 12 || Log posterior: -2879.739192119978 || Iter Time:0.011325836181640625 || Total time:29.326305150985718 Iteration: 1092 || Clusters count: 12 || Log posterior: -2826.22263192843 || Iter Time:0.03382086753845215 || Total time:29.36012601852417 Loading and distributing data: 0.000209 seconds (141 allocations: 13.211 KiB) Iteration: 1093 || Clusters count: 12 || Log posterior: -2891.0070723560457 || Iter Time:0.011096000671386719 || Total time:29.371222019195557 Iteration: 1094 || Clusters count: 12 || Log posterior: -2865.0622832387476 || Iter Time:0.031738996505737305 || Total time:29.402961015701294 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1095 || Clusters count: 12 || Log posterior: -2878.7703909899083 || Iter Time:0.011121034622192383 || Total time:29.414082050323486 Iteration: 1096 || Clusters count: 12 || Log posterior: -2849.591649582832 || Iter Time:0.033329010009765625 || Total time:29.447411060333252 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1097 || Clusters count: 12 || Log posterior: -2860.897742096989 || Iter Time:0.012653112411499023 || Total time:29.46006417274475 Iteration: 1098 || Clusters count: 12 || Log posterior: -2840.5864208828675 || Iter Time:0.034497976303100586 || Total time:29.49456214904785 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1099 || Clusters count: 12 || Log posterior: -2919.969223570283 || Iter Time:0.011967897415161133 || Total time:29.506530046463013 Iteration: 1100 || Clusters count: 12 || Log posterior: -2890.9563230276144 || Iter Time:0.03226590156555176 || Total time:29.538795948028564 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1101 || Clusters count: 12 || Log posterior: -2922.4658643137077 || Iter Time:0.01193690299987793 || Total time:29.550732851028442 Iteration: 1102 || Clusters count: 12 || Log posterior: -2876.19017505432 || Iter Time:0.05855298042297363 || Total time:29.609285831451416 Loading and distributing data: 0.000176 seconds (141 allocations: 13.242 KiB) Iteration: 1103 || Clusters count: 12 || Log posterior: -2886.303550956723 || Iter Time:0.011599063873291016 || Total time:29.620884895324707 Iteration: 1104 || Clusters count: 12 || Log posterior: -2850.1330439940607 || Iter Time:0.03660893440246582 || Total time:29.657493829727173 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1105 || Clusters count: 12 || Log posterior: -2908.180330500732 || Iter Time:0.012163877487182617 || Total time:29.669657707214355 Iteration: 1106 || Clusters count: 12 || Log posterior: -2871.7668456444762 || Iter 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(141 allocations: 13.211 KiB) Iteration: 1145 || Clusters count: 12 || Log posterior: -2946.4760571946376 || Iter Time:0.011031866073608398 || Total time:30.603079319000244 Iteration: 1146 || Clusters count: 12 || Log posterior: -2912.0975511518836 || Iter Time:0.033162832260131836 || Total time:30.636242151260376 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1147 || Clusters count: 12 || Log posterior: -2874.7156217468323 || Iter Time:0.011450052261352539 || Total time:30.64769220352173 Iteration: 1148 || Clusters count: 12 || Log posterior: -2850.6168842036946 || Iter Time:0.032408952713012695 || Total time:30.68010115623474 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1149 || Clusters count: 12 || Log posterior: -2867.3721031750356 || Iter Time:0.011267900466918945 || Total time:30.69136905670166 Iteration: 1150 || Clusters count: 12 || Log posterior: -2840.8889354381026 || Iter 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Iteration: 1156 || Clusters count: 12 || Log posterior: -2867.5265658873445 || Iter Time:0.03422403335571289 || Total time:30.86828088760376 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1157 || Clusters count: 12 || Log posterior: -2877.5654834894776 || Iter Time:0.011259078979492188 || Total time:30.879539966583252 Iteration: 1158 || Clusters count: 12 || Log posterior: -2842.409185602938 || Iter Time:0.03230404853820801 || Total time:30.91184401512146 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 1159 || Clusters count: 12 || Log posterior: -2849.900073647543 || Iter Time:0.012555122375488281 || Total time:30.92439913749695 Iteration: 1160 || Clusters count: 12 || Log posterior: -2822.540772404647 || Iter Time:0.030843019485473633 || Total time:30.955242156982422 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1161 || Clusters count: 12 || Log posterior: 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Iteration: 1189 || Clusters count: 12 || Log posterior: -2943.4340893864496 || Iter Time:0.012451171875 || Total time:31.710333585739136 Iteration: 1190 || Clusters count: 12 || Log posterior: -2866.749434602012 || Iter Time:0.03245401382446289 || Total time:31.7427875995636 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1191 || Clusters count: 12 || Log posterior: -2899.54530851318 || Iter Time:0.01220703125 || Total time:31.7549946308136 Iteration: 1192 || Clusters count: 12 || Log posterior: -2866.9728246568297 || Iter Time:0.03532290458679199 || Total time:31.79031753540039 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1193 || Clusters count: 12 || Log posterior: -2877.6659490137345 || Iter Time:0.01271510124206543 || Total time:31.803032636642456 Iteration: 1194 || Clusters count: 12 || Log posterior: -2844.018189183541 || Iter Time:0.03597688674926758 || Total time:31.839009523391724 Loading and 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-2820.5245169018217 || Iter Time:0.5683290958404541 || Total time:32.51063060760498 Loading and distributing data: 0.000191 seconds (141 allocations: 13.242 KiB) Iteration: 1201 || Clusters count: 12 || Log posterior: -2876.887593601202 || Iter Time:0.01236104965209961 || Total time:32.52299165725708 Iteration: 1202 || Clusters count: 12 || Log posterior: -2843.824749858797 || Iter Time:0.03352808952331543 || Total time:32.556519746780396 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1203 || Clusters count: 12 || Log posterior: -2872.736619300248 || Iter Time:0.012350082397460938 || Total time:32.568869829177856 Iteration: 1204 || Clusters count: 12 || Log posterior: -2840.154685755759 || Iter Time:0.03543281555175781 || Total time:32.604302644729614 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1205 || Clusters count: 12 || Log posterior: -2937.2251443346595 || Iter Time:0.012725114822387695 || Total time:32.617027759552 Iteration: 1206 || Clusters count: 12 || Log posterior: -2897.0005700304478 || Iter Time:0.03486514091491699 || Total time:32.65189290046692 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1207 || Clusters count: 12 || Log posterior: -2920.807078586907 || Iter Time:0.01237797737121582 || Total time:32.664270877838135 Iteration: 1208 || Clusters count: 12 || Log posterior: -2878.940050779845 || Iter Time:0.036657094955444336 || Total time:32.70092797279358 Loading and distributing data: 0.000216 seconds (141 allocations: 13.211 KiB) Iteration: 1209 || Clusters count: 12 || Log posterior: -2866.1386154677994 || Iter Time:0.012112855911254883 || Total time:32.713040828704834 Iteration: 1210 || Clusters count: 12 || Log posterior: -2819.850384538315 || Iter Time:0.03446698188781738 || Total time:32.74750781059265 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1211 || Clusters count: 12 || Log posterior: -2830.4727857602743 || Iter Time:0.012612104415893555 || Total time:32.760119915008545 Iteration: 1212 || Clusters count: 12 || Log posterior: -2794.975937117624 || Iter Time:0.0329899787902832 || Total time:32.79310989379883 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1213 || Clusters count: 12 || Log posterior: -2848.2837350618515 || Iter Time:0.012172222137451172 || Total time:32.80528211593628 Iteration: 1214 || Clusters count: 12 || Log posterior: -2818.0650112579438 || Iter Time:0.034979820251464844 || Total time:32.840261936187744 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1215 || Clusters count: 12 || Log posterior: -2874.200604860513 || Iter Time:0.012613773345947266 || Total time:32.85287570953369 Iteration: 1216 || Clusters count: 12 || Log posterior: -2841.9053428069383 || Iter Time:0.035117149353027344 || Total time:32.88799285888672 Loading and distributing data: 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Iteration: 1228 || Clusters count: 12 || Log posterior: -2886.4292052268293 || Iter Time:0.03231191635131836 || Total time:33.16176772117615 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1229 || Clusters count: 12 || Log posterior: -2935.649116973528 || Iter Time:0.010804891586303711 || Total time:33.17257261276245 Iteration: 1230 || Clusters count: 12 || Log posterior: -2889.3846717875067 || Iter Time:0.03230905532836914 || Total time:33.20488166809082 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1231 || Clusters count: 12 || Log posterior: -2903.9623531861935 || Iter Time:0.011219024658203125 || Total time:33.21610069274902 Iteration: 1232 || Clusters count: 12 || Log posterior: -2865.479679551492 || Iter Time:0.032898902893066406 || Total time:33.24899959564209 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1233 || Clusters count: 12 || Log posterior: 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Iteration: 1261 || Clusters count: 12 || Log posterior: -2885.9722610534905 || Iter Time:0.01421809196472168 || Total time:33.931055784225464 Iteration: 1262 || Clusters count: 12 || Log posterior: -2851.1584968172333 || Iter Time:0.035269975662231445 || Total time:33.966325759887695 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1263 || Clusters count: 12 || Log posterior: -2892.9987016822597 || Iter Time:0.012180089950561523 || Total time:33.97850584983826 Iteration: 1264 || Clusters count: 12 || Log posterior: -2848.979730391631 || Iter Time:0.03365182876586914 || Total time:34.012157678604126 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1265 || Clusters count: 12 || Log posterior: -2872.9015729332277 || Iter Time:0.01329803466796875 || Total time:34.025455713272095 Iteration: 1266 || Clusters count: 12 || Log posterior: -2850.206679901686 || Iter Time:0.03256416320800781 || Total 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12 || Log posterior: -2892.8288829509484 || Iter Time:0.03529977798461914 || Total time:34.19852018356323 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1273 || Clusters count: 12 || Log posterior: -2909.110484692108 || Iter Time:0.01223301887512207 || Total time:34.210753202438354 Iteration: 1274 || Clusters count: 12 || Log posterior: -2873.4918018520166 || Iter Time:0.03465890884399414 || Total time:34.24541211128235 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1275 || Clusters count: 12 || Log posterior: -2922.053347061929 || Iter Time:0.012138128280639648 || Total time:34.25755023956299 Iteration: 1276 || Clusters count: 12 || Log posterior: -2877.16187327417 || Iter Time:0.03337502479553223 || Total time:34.29092526435852 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1277 || Clusters count: 12 || Log posterior: -2911.727618952467 || Iter 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Iteration: 1283 || Clusters count: 12 || Log posterior: -2892.4401594003157 || Iter Time:0.012124061584472656 || Total time:34.53791522979736 Iteration: 1284 || Clusters count: 12 || Log posterior: -2858.5716677916553 || Iter Time:0.032079219818115234 || Total time:34.56999444961548 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1285 || Clusters count: 12 || Log posterior: -2930.0197217254404 || Iter Time:0.0117950439453125 || Total time:34.58178949356079 Iteration: 1286 || Clusters count: 12 || Log posterior: -2887.5833792808426 || Iter Time:0.03454113006591797 || Total time:34.61633062362671 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1287 || Clusters count: 12 || Log posterior: -2883.7244170915374 || Iter Time:0.013031959533691406 || Total time:34.6293625831604 Iteration: 1288 || Clusters count: 12 || Log posterior: -2854.17532752385 || Iter Time:0.03723883628845215 || Total time:34.66660141944885 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-2902.4415156730793 || Iter Time:0.0390779972076416 || Total time:34.826929569244385 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1295 || Clusters count: 12 || Log posterior: -2880.733761053768 || Iter Time:0.014490842819213867 || Total time:34.8414204120636 Iteration: 1296 || Clusters count: 12 || Log posterior: -2858.608263432043 || Iter Time:0.03344893455505371 || Total time:34.87486934661865 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1297 || Clusters count: 12 || Log posterior: -2883.7822426020903 || Iter Time:0.01223897933959961 || Total time:34.88710832595825 Iteration: 1298 || Clusters count: 12 || Log posterior: -2851.378383996242 || Iter Time:0.0326690673828125 || Total time:34.919777393341064 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1299 || Clusters count: 12 || Log posterior: -2867.1858499872983 || Iter Time:0.011678934097290039 || Total 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-2957.6626452704527 || Iter Time:0.012813806533813477 || Total time:35.58238077163696 Iteration: 1328 || Clusters count: 12 || Log posterior: -2900.5444643217043 || Iter Time:0.035086870193481445 || Total time:35.617467641830444 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1329 || Clusters count: 12 || Log posterior: -2895.58782526734 || Iter Time:0.01202082633972168 || Total time:35.629488468170166 Iteration: 1330 || Clusters count: 12 || Log posterior: -2863.822573481359 || Iter Time:0.03344297409057617 || Total time:35.66293144226074 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1331 || Clusters count: 12 || Log posterior: -2930.438706273747 || Iter Time:0.05595803260803223 || Total time:35.718889474868774 Iteration: 1332 || Clusters count: 12 || Log posterior: -2892.000242221822 || Iter Time:0.03289914131164551 || Total time:35.75178861618042 Loading and distributing data: 0.000179 seconds (141 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Iteration: 1355 || Clusters count: 12 || Log posterior: -2890.5162371662223 || Iter Time:0.011527061462402344 || Total time:36.23556327819824 Iteration: 1356 || Clusters count: 12 || Log posterior: -2852.99415333888 || Iter Time:0.030169963836669922 || Total time:36.26573324203491 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1357 || Clusters count: 12 || Log posterior: -2874.655266886731 || Iter Time:0.011881113052368164 || Total time:36.27761435508728 Iteration: 1358 || Clusters count: 12 || Log posterior: -2841.7914221874853 || Iter Time:0.030239105224609375 || Total time:36.30785346031189 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1359 || Clusters count: 12 || Log posterior: -2872.0963259312366 || Iter Time:0.010874032974243164 || Total time:36.31872749328613 Iteration: 1360 || Clusters count: 12 || Log posterior: -2810.5175228213507 || Iter Time:0.030201196670532227 || Total 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Iteration: 1377 || Clusters count: 12 || Log posterior: -2836.5251148305038 || Iter Time:0.01159214973449707 || Total time:36.741169452667236 Iteration: 1378 || Clusters count: 12 || Log posterior: -2814.5577536779665 || Iter Time:0.029775142669677734 || Total time:36.770944595336914 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1379 || Clusters count: 12 || Log posterior: -2839.714110705693 || Iter Time:0.01168203353881836 || Total time:36.78262662887573 Iteration: 1380 || Clusters count: 12 || Log posterior: -2800.872379213286 || Iter Time:0.03191804885864258 || Total time:36.814544677734375 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1381 || Clusters count: 12 || Log posterior: -2913.841781377825 || Iter Time:0.014752864837646484 || Total time:36.82929754257202 Iteration: 1382 || Clusters count: 12 || Log posterior: -2869.833538205442 || Iter Time:0.03288602828979492 || Total 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12 || Log posterior: -2859.392756640702 || Iter Time:0.0323030948638916 || Total time:36.99636459350586 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1389 || Clusters count: 12 || Log posterior: -2911.478015980681 || Iter Time:0.01191401481628418 || Total time:37.008278608322144 Iteration: 1390 || Clusters count: 12 || Log posterior: -2860.830214027224 || Iter Time:0.03171396255493164 || Total time:37.039992570877075 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1391 || Clusters count: 12 || Log posterior: -2857.6302775431477 || Iter Time:0.01192784309387207 || Total time:37.05192041397095 Iteration: 1392 || Clusters count: 12 || Log posterior: -2825.555532756922 || Iter Time:0.032533884048461914 || Total time:37.08445429801941 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1393 || Clusters count: 12 || Log posterior: -2887.972213380344 || Iter 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Iteration: 1399 || Clusters count: 12 || Log posterior: -2899.7444743386977 || Iter Time:0.011572837829589844 || Total time:37.22409200668335 Iteration: 1400 || Clusters count: 12 || Log posterior: -2870.2555628676737 || Iter Time:0.031236886978149414 || Total time:37.2553288936615 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1401 || Clusters count: 12 || Log posterior: -2913.442494951701 || Iter Time:0.011984109878540039 || Total time:37.26731300354004 Iteration: 1402 || Clusters count: 12 || Log posterior: -2861.748821048113 || Iter Time:0.030952930450439453 || Total time:37.29826593399048 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1403 || Clusters count: 12 || Log posterior: -2895.0022559248646 || Iter Time:0.011864900588989258 || Total time:37.31013083457947 Iteration: 1404 || Clusters count: 12 || Log posterior: -2868.683688489047 || Iter Time:0.03269386291503906 || Total 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Iteration: 1421 || Clusters count: 12 || Log posterior: -2880.8034380954655 || Iter Time:0.011948823928833008 || Total time:37.7397346496582 Iteration: 1422 || Clusters count: 12 || Log posterior: -2843.1285411257136 || Iter Time:0.02966594696044922 || Total time:37.76940059661865 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1423 || Clusters count: 12 || Log posterior: -2857.292826130457 || Iter Time:0.011567115783691406 || Total time:37.780967712402344 Iteration: 1424 || Clusters count: 12 || Log posterior: -2816.873029474459 || Iter Time:0.033622026443481445 || Total time:37.814589738845825 Loading and distributing data: 0.000212 seconds (141 allocations: 13.211 KiB) Iteration: 1425 || Clusters count: 12 || Log posterior: -2857.071097207209 || Iter Time:0.012140035629272461 || Total time:37.8267297744751 Iteration: 1426 || Clusters count: 12 || Log posterior: -2820.054422882611 || Iter Time:0.0303192138671875 || Total 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KiB) Iteration: 1443 || Clusters count: 12 || Log posterior: -2867.0442548611554 || Iter Time:0.01059579849243164 || Total time:38.20094966888428 Iteration: 1444 || Clusters count: 12 || Log posterior: -2841.3626546924993 || Iter Time:0.029288053512573242 || Total time:38.23023772239685 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1445 || Clusters count: 12 || Log posterior: -2890.034488758657 || Iter Time:0.010417938232421875 || Total time:38.24065566062927 Iteration: 1446 || Clusters count: 12 || Log posterior: -2863.1054900048766 || Iter Time:0.03201603889465332 || Total time:38.272671699523926 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1447 || Clusters count: 12 || Log posterior: -2894.2366931845368 || Iter Time:0.011955976486206055 || Total time:38.28462767601013 Iteration: 1448 || Clusters count: 12 || Log posterior: -2855.8037598418864 || Iter Time:0.033828020095825195 || Total 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|| Log posterior: -2883.1807692034768 || Iter Time:0.02982306480407715 || Total time:38.44135093688965 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1455 || Clusters count: 12 || Log posterior: -2894.0682953008723 || Iter Time:0.010189056396484375 || Total time:38.45153999328613 Iteration: 1456 || Clusters count: 12 || Log posterior: -2854.3811828607486 || Iter Time:0.02977299690246582 || Total time:38.4813129901886 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1457 || Clusters count: 12 || Log posterior: -2888.3576838583654 || Iter Time:0.010746002197265625 || Total time:38.492058992385864 Iteration: 1458 || Clusters count: 12 || Log posterior: -2840.2029076214108 || Iter Time:0.05655717849731445 || Total time:38.54861617088318 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1459 || Clusters count: 12 || Log posterior: -2838.4535651753235 || Iter Time:0.012003898620605469 || Total time:38.560620069503784 Iteration: 1460 || Clusters count: 12 || Log posterior: -2810.3675400896946 || Iter Time:0.029135942459106445 || Total time:38.58975601196289 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1461 || Clusters count: 12 || Log posterior: -2865.1312057930895 || Iter Time:0.011434793472290039 || Total time:38.60119080543518 Iteration: 1462 || Clusters count: 12 || Log posterior: -2823.9781436406793 || Iter Time:0.029140949249267578 || Total time:38.63033175468445 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1463 || Clusters count: 12 || Log posterior: -2882.1722607843903 || Iter Time:0.011134147644042969 || Total time:38.64146590232849 Iteration: 1464 || Clusters count: 12 || Log posterior: -2852.423581461963 || Iter Time:0.031017065048217773 || Total time:38.67248296737671 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1465 || Clusters count: 12 || Log posterior: -2881.7054998231306 || Iter Time:0.010673999786376953 || Total time:38.683156967163086 Iteration: 1466 || Clusters count: 12 || Log posterior: -2859.4653653226715 || Iter Time:0.03051590919494629 || Total time:38.71367287635803 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1467 || Clusters count: 12 || Log posterior: -2884.685216782335 || Iter Time:0.010857105255126953 || Total time:38.72452998161316 Iteration: 1468 || Clusters count: 12 || Log posterior: -2841.0411110405057 || Iter Time:0.028796911239624023 || Total time:38.75332689285278 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1469 || Clusters count: 12 || Log posterior: -2889.4272550662486 || Iter Time:0.011205911636352539 || Total time:38.764532804489136 Iteration: 1470 || Clusters count: 12 || Log posterior: -2853.915752199495 || Iter Time:0.028395891189575195 || Total 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12 || Log posterior: -2876.6953921636673 || Iter Time:0.028068065643310547 || Total time:38.916577100753784 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1477 || Clusters count: 12 || Log posterior: -2905.138862301151 || Iter Time:0.009847164154052734 || Total time:38.92642426490784 Iteration: 1478 || Clusters count: 12 || Log posterior: -2870.241851865667 || Iter Time:0.02756214141845703 || Total time:38.953986406326294 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1479 || Clusters count: 12 || Log posterior: -2915.4918409021093 || Iter Time:0.010515928268432617 || Total time:38.96450233459473 Iteration: 1480 || Clusters count: 12 || Log posterior: -2870.8813708230687 || Iter Time:0.02903604507446289 || Total time:38.99353837966919 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1481 || Clusters count: 12 || Log posterior: -2928.153345117791 || Iter 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Iteration: 1487 || Clusters count: 12 || Log posterior: -2850.698780737782 || Iter Time:0.010769844055175781 || Total time:39.116576194763184 Iteration: 1488 || Clusters count: 12 || Log posterior: -2820.12500492847 || Iter Time:0.031553030014038086 || Total time:39.14812922477722 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1489 || Clusters count: 13 || Log posterior: -2861.860749563113 || Iter Time:0.011212825775146484 || Total time:39.15934205055237 Iteration: 1490 || Clusters count: 12 || Log posterior: -2821.746329974093 || Iter Time:0.03068399429321289 || Total time:39.19002604484558 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1491 || Clusters count: 12 || Log posterior: -2831.766642290081 || Iter Time:0.009886026382446289 || Total time:39.19991207122803 Iteration: 1492 || Clusters count: 12 || Log posterior: -2803.6464071701075 || Iter Time:0.02687811851501465 || Total time:39.22679018974304 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1493 || Clusters count: 12 || Log posterior: -2836.912705941796 || Iter Time:0.009842872619628906 || Total time:39.23663306236267 Iteration: 1494 || Clusters count: 12 || Log posterior: -2812.2582356842017 || Iter Time:0.030592918395996094 || Total time:39.26722598075867 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1495 || Clusters count: 12 || Log posterior: -2905.528801471675 || Iter Time:0.03941798210144043 || Total time:39.30664396286011 Iteration: 1496 || Clusters count: 12 || Log posterior: -2871.81475778925 || Iter Time:0.027453899383544922 || Total time:39.33409786224365 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1497 || Clusters count: 12 || Log posterior: -2877.245222413621 || Iter Time:0.01059103012084961 || Total time:39.3446888923645 Iteration: 1498 || Clusters count: 12 || Log posterior: -2845.883455488797 || Iter Time:0.029078960418701172 || Total time:39.3737678527832 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1499 || Clusters count: 12 || Log posterior: -2915.7794921928426 || Iter Time:0.011304140090942383 || Total time:39.385071992874146 Iteration: 1500 || Clusters count: 12 || Log posterior: -2866.540041998151 || Iter Time:0.02836918830871582 || Total time:39.41344118118286 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1501 || Clusters count: 12 || Log posterior: -2881.5962959286026 || Iter Time:0.012505054473876953 || Total time:39.42594623565674 Iteration: 1502 || Clusters count: 12 || Log posterior: -2848.318124399686 || Iter Time:0.028468847274780273 || Total time:39.45441508293152 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1503 || Clusters count: 12 || Log posterior: -2916.208109160956 || Iter Time:0.010735034942626953 || Total time:39.465150117874146 Iteration: 1504 || Clusters count: 12 || Log posterior: -2881.1305857631373 || Iter Time:0.027392864227294922 || Total time:39.49254298210144 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1505 || Clusters count: 12 || Log posterior: -2945.5492670399094 || Iter Time:0.010398149490356445 || Total time:39.5029411315918 Iteration: 1506 || Clusters count: 12 || Log posterior: -2905.1625723675884 || Iter Time:0.027270793914794922 || Total time:39.53021192550659 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1507 || Clusters count: 12 || Log posterior: -2923.1417750130004 || Iter Time:0.011044979095458984 || Total time:39.54125690460205 Iteration: 1508 || Clusters count: 12 || Log posterior: -2864.7052255105923 || Iter Time:0.02808690071105957 || Total time:39.56934380531311 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1509 || Clusters 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|| Log posterior: -2842.6125161662435 || Iter Time:0.012112855911254883 || Total time:40.040144205093384 Iteration: 1532 || Clusters count: 12 || Log posterior: -2811.216566007956 || Iter Time:0.05986499786376953 || Total time:40.10000920295715 Loading and distributing data: 0.000182 seconds (141 allocations: 13.242 KiB) Iteration: 1533 || Clusters count: 12 || Log posterior: -2878.405118118011 || Iter Time:0.012237071990966797 || Total time:40.11224627494812 Iteration: 1534 || Clusters count: 12 || Log posterior: -2849.295168856139 || Iter Time:0.03455305099487305 || Total time:40.14679932594299 Loading and distributing data: 0.000234 seconds (141 allocations: 13.211 KiB) Iteration: 1535 || Clusters count: 12 || Log posterior: -2904.477825745624 || Iter Time:0.013885021209716797 || Total time:40.16068434715271 Iteration: 1536 || Clusters count: 12 || Log posterior: -2858.5471059133183 || Iter Time:0.036511898040771484 || Total time:40.19719624519348 Loading and distributing data: 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Iteration: 1548 || Clusters count: 12 || Log posterior: -2858.810898390831 || Iter Time:0.03202319145202637 || Total time:40.46947407722473 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1549 || Clusters count: 12 || Log posterior: -2903.733702543625 || Iter Time:0.011302947998046875 || Total time:40.48077702522278 Iteration: 1550 || Clusters count: 12 || Log posterior: -2859.539149627445 || Iter Time:0.029989004135131836 || Total time:40.51076602935791 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1551 || Clusters count: 12 || Log posterior: -2896.5019479781167 || Iter Time:0.011349916458129883 || Total time:40.52211594581604 Iteration: 1552 || Clusters count: 12 || Log posterior: -2834.903144182064 || Iter Time:0.030243873596191406 || Total time:40.55235981941223 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1553 || Clusters count: 12 || Log posterior: -2909.980590867715 || Iter Time:0.010922908782958984 || Total time:40.56328272819519 Iteration: 1554 || Clusters count: 12 || Log posterior: -2876.9049282358296 || Iter Time:0.031301021575927734 || Total time:40.59458374977112 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1555 || Clusters count: 12 || Log posterior: -2938.1336412951136 || Iter Time:0.011111974716186523 || Total time:40.605695724487305 Iteration: 1556 || Clusters count: 12 || Log posterior: -2899.6045666655723 || Iter Time:0.031336069107055664 || Total time:40.63703179359436 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1557 || Clusters count: 12 || Log posterior: -2925.0792450010586 || Iter Time:0.01122593879699707 || Total time:40.64825773239136 Iteration: 1558 || Clusters count: 12 || Log posterior: -2889.8701271472924 || Iter Time:0.03355097770690918 || Total time:40.68180871009827 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1559 || Clusters count: 12 || Log posterior: -2949.6581953041305 || Iter Time:0.011579036712646484 || Total time:40.69338774681091 Iteration: 1560 || Clusters count: 12 || Log posterior: -2897.250808558296 || Iter Time:0.022349119186401367 || Total time:40.715736865997314 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1561 || Clusters count: 12 || Log posterior: -2896.4363802526404 || Iter Time:0.012331008911132812 || Total time:40.72806787490845 Iteration: 1562 || Clusters count: 12 || Log posterior: -2859.874965378686 || Iter Time:0.018553972244262695 || Total time:40.74662184715271 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1563 || Clusters count: 12 || Log posterior: -2907.5617332328047 || Iter Time:0.007309913635253906 || Total time:40.753931760787964 Iteration: 1564 || Clusters count: 12 || Log posterior: -2867.3039760758975 || Iter 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Iteration: 1570 || Clusters count: 12 || Log posterior: -2880.845533456153 || Iter Time:0.030458927154541016 || Total time:40.90847182273865 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1571 || Clusters count: 12 || Log posterior: -2902.356676334126 || Iter Time:0.01170492172241211 || Total time:40.92017674446106 Iteration: 1572 || Clusters count: 12 || Log posterior: -2862.0423766636372 || Iter Time:0.029158830642700195 || Total time:40.94933557510376 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1573 || Clusters count: 12 || Log posterior: -2866.85772615493 || Iter Time:0.011075019836425781 || Total time:40.960410594940186 Iteration: 1574 || Clusters count: 12 || Log posterior: -2831.7528948581125 || Iter Time:0.030963897705078125 || Total time:40.991374492645264 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1575 || Clusters count: 12 || Log posterior: -2856.217964054146 || Iter Time:0.011241912841796875 || Total time:41.00261640548706 Iteration: 1576 || Clusters count: 12 || Log posterior: -2823.5085812913608 || Iter Time:0.033215999603271484 || Total time:41.03583240509033 Loading and distributing data: 0.000212 seconds (141 allocations: 13.211 KiB) Iteration: 1577 || Clusters count: 12 || Log posterior: -2856.2078575921773 || Iter Time:0.010711908340454102 || Total time:41.046544313430786 Iteration: 1578 || Clusters count: 12 || Log posterior: -2812.7010914917664 || Iter Time:0.031171083450317383 || Total time:41.0777153968811 Loading and distributing data: 0.000210 seconds (141 allocations: 13.211 KiB) Iteration: 1579 || Clusters count: 12 || Log posterior: -2887.19097098766 || Iter Time:0.011322021484375 || Total time:41.08903741836548 Iteration: 1580 || Clusters count: 12 || Log posterior: -2865.7691080315963 || Iter Time:0.03128218650817871 || Total time:41.12031960487366 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1581 || Clusters count: 12 || Log posterior: -2870.65201696429 || Iter Time:0.013121843338012695 || Total time:41.13344144821167 Iteration: 1582 || Clusters count: 12 || Log posterior: -2851.8544020903532 || Iter Time:0.033792972564697266 || Total time:41.16723442077637 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1583 || Clusters count: 12 || Log posterior: -2926.3514029828953 || Iter Time:0.012372016906738281 || Total time:41.179606437683105 Iteration: 1584 || Clusters count: 12 || Log posterior: -2865.8241803092765 || Iter Time:0.0376739501953125 || Total time:41.21728038787842 Loading and distributing data: 0.000216 seconds (141 allocations: 13.211 KiB) Iteration: 1585 || Clusters count: 12 || Log posterior: -2892.3417420422015 || Iter Time:0.012120962142944336 || Total time:41.22940135002136 Iteration: 1586 || Clusters count: 12 || Log posterior: -2857.2200607665527 || Iter Time:0.03589797019958496 || Total time:41.26529932022095 Loading and distributing data: 0.000215 seconds (141 allocations: 13.211 KiB) Iteration: 1587 || Clusters count: 12 || Log posterior: -2908.5374757041677 || Iter Time:0.010897159576416016 || Total time:41.27619647979736 Iteration: 1588 || Clusters count: 12 || Log posterior: -2871.890897025485 || Iter Time:0.03185105323791504 || Total time:41.30804753303528 Loading and distributing data: 0.000207 seconds (141 allocations: 13.211 KiB) Iteration: 1589 || Clusters count: 12 || Log posterior: -2869.1936631771073 || Iter Time:0.01102304458618164 || Total time:41.31907057762146 Iteration: 1590 || Clusters count: 12 || Log posterior: -2835.492183221797 || Iter Time:0.035440921783447266 || Total time:41.35451149940491 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1591 || Clusters count: 12 || Log posterior: -2859.94350207676 || Iter Time:0.012875080108642578 || Total time:41.36738657951355 Iteration: 1592 || Clusters 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Iteration: 1603 || Clusters count: 12 || Log posterior: -2953.4966144206073 || Iter Time:0.03952193260192871 || Total time:41.663482904434204 Iteration: 1604 || Clusters count: 12 || Log posterior: -2917.7254900999383 || Iter Time:0.031736135482788086 || Total time:41.69521903991699 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1605 || Clusters count: 12 || Log posterior: -2956.2231191737337 || Iter Time:0.009802818298339844 || Total time:41.70502185821533 Iteration: 1606 || Clusters count: 12 || Log posterior: -2900.6611347098983 || Iter Time:0.030263900756835938 || Total time:41.73528575897217 Loading and distributing data: 0.000227 seconds (141 allocations: 13.211 KiB) Iteration: 1607 || Clusters count: 12 || Log posterior: -2899.1993217810323 || Iter Time:0.010640859603881836 || Total time:41.74592661857605 Iteration: 1608 || Clusters count: 12 || Log posterior: -2859.6668942884235 || Iter Time:0.030735015869140625 || Total 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|| Log posterior: -2859.155926831615 || Iter Time:0.030865907669067383 || Total time:41.90373754501343 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1615 || Clusters count: 12 || Log posterior: -2914.350140531834 || Iter Time:0.012195825576782227 || Total time:41.91593337059021 Iteration: 1616 || Clusters count: 12 || Log posterior: -2892.850179775383 || Iter Time:0.03327488899230957 || Total time:41.94920825958252 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1617 || Clusters count: 12 || Log posterior: -2855.6266008874873 || Iter Time:0.012451887130737305 || Total time:41.96166014671326 Iteration: 1618 || Clusters count: 12 || Log posterior: -2832.2352385535482 || Iter Time:0.03150200843811035 || Total time:41.99316215515137 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1619 || Clusters count: 12 || Log posterior: -2866.302765525515 || Iter 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12 || Log posterior: -2827.4503512147276 || Iter Time:0.028123855590820312 || Total time:42.37647223472595 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1637 || Clusters count: 12 || Log posterior: -2887.603981194939 || Iter Time:0.0110321044921875 || Total time:42.38750433921814 Iteration: 1638 || Clusters count: 12 || Log posterior: -2857.4443280861956 || Iter Time:0.05649614334106445 || Total time:42.444000482559204 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1639 || Clusters count: 12 || Log posterior: -2877.5480429499 || Iter Time:0.011224985122680664 || Total time:42.455225467681885 Iteration: 1640 || Clusters count: 12 || Log posterior: -2843.335176327585 || Iter Time:0.03318500518798828 || Total time:42.48841047286987 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1641 || Clusters count: 12 || Log posterior: -2889.3236796630517 || Iter 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Iteration: 1647 || Clusters count: 12 || Log posterior: -2933.5333365727442 || Iter Time:0.011887073516845703 || Total time:42.62905836105347 Iteration: 1648 || Clusters count: 12 || Log posterior: -2887.652491631901 || Iter Time:0.02771615982055664 || Total time:42.65677452087402 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1649 || Clusters count: 12 || Log posterior: -2923.5500924862513 || Iter Time:0.008428096771240234 || Total time:42.665202617645264 Iteration: 1650 || Clusters count: 12 || Log posterior: -2881.0552285028757 || Iter Time:0.024771928787231445 || Total time:42.689974546432495 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1651 || Clusters count: 12 || Log posterior: -2899.2002222539277 || Iter Time:0.010133028030395508 || Total time:42.70010757446289 Iteration: 1652 || Clusters count: 12 || Log posterior: -2859.731789321339 || Iter Time:0.030141115188598633 || Total 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12 || Log posterior: -2847.7767840018296 || Iter Time:0.027882814407348633 || Total time:42.843992710113525 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1659 || Clusters count: 12 || Log posterior: -2899.5543908620566 || Iter Time:0.009638071060180664 || Total time:42.853630781173706 Iteration: 1660 || Clusters count: 12 || Log posterior: -2867.808749474082 || Iter Time:0.03011488914489746 || Total time:42.8837456703186 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 1661 || Clusters count: 12 || Log posterior: -2883.2299279023346 || Iter Time:0.010792016983032227 || Total time:42.894537687301636 Iteration: 1662 || Clusters count: 12 || Log posterior: -2847.5005348031236 || Iter Time:0.028217792510986328 || Total time:42.92275547981262 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1663 || Clusters count: 12 || Log posterior: -2892.1094751508426 || Iter 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Iteration: 1691 || Clusters count: 12 || Log posterior: -2843.7658836140995 || Iter Time:0.011199951171875 || Total time:43.48624634742737 Iteration: 1692 || Clusters count: 12 || Log posterior: -2814.3884558718996 || Iter Time:0.027939796447753906 || Total time:43.51418614387512 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1693 || Clusters count: 12 || Log posterior: -2812.2349552076453 || Iter Time:0.01134490966796875 || Total time:43.52553105354309 Iteration: 1694 || Clusters count: 12 || Log posterior: -2779.447062932032 || Iter Time:0.0295870304107666 || Total time:43.55511808395386 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1695 || Clusters count: 12 || Log posterior: -2851.513611740412 || Iter Time:0.011909008026123047 || Total time:43.56702709197998 Iteration: 1696 || Clusters count: 12 || Log posterior: -2817.6189915603254 || Iter Time:0.03364896774291992 || Total time:43.6006760597229 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1697 || Clusters count: 12 || Log posterior: -2861.8993234970367 || Iter Time:0.013590812683105469 || Total time:43.614266872406006 Iteration: 1698 || Clusters count: 12 || Log posterior: -2811.8546831605 || Iter Time:0.030422210693359375 || Total time:43.644689083099365 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 1699 || Clusters count: 12 || Log posterior: -2922.197275665946 || Iter Time:0.011204004287719727 || Total time:43.655893087387085 Iteration: 1700 || Clusters count: 12 || Log posterior: -2872.1586418147976 || Iter Time:0.03140592575073242 || Total time:43.68729901313782 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 1701 || Clusters count: 12 || Log posterior: -2948.5209621013882 || Iter Time:0.011755943298339844 || Total time:43.69905495643616 Iteration: 1702 || Clusters count: 12 || Log posterior: 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Time:0.030755043029785156 || Total time:44.21855902671814 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 1725 || Clusters count: 12 || Log posterior: -2868.980266772254 || Iter Time:0.011115074157714844 || Total time:44.229674100875854 Iteration: 1726 || Clusters count: 12 || Log posterior: -2815.9303051733605 || Iter Time:0.03200197219848633 || Total time:44.26167607307434 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1727 || Clusters count: 12 || Log posterior: -2826.06211006043 || Iter Time:0.011967897415161133 || Total time:44.2736439704895 Iteration: 1728 || Clusters count: 12 || Log posterior: -2789.67414221137 || Iter Time:0.031445980072021484 || Total time:44.30508995056152 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 1729 || Clusters count: 12 || Log posterior: -2859.6235488451057 || Iter Time:0.01028299331665039 || Total time:44.315372943878174 Iteration: 1730 || Clusters count: 12 || Log posterior: -2833.6165057281423 || Iter Time:0.029722929000854492 || Total time:44.34509587287903 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1731 || Clusters count: 12 || Log posterior: -2901.8558215067683 || Iter Time:0.010280847549438477 || Total time:44.35537672042847 Iteration: 1732 || Clusters count: 12 || Log posterior: -2857.809132719697 || Iter Time:0.027393817901611328 || Total time:44.38277053833008 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1733 || Clusters count: 12 || Log posterior: -2892.430607256302 || Iter Time:0.011168956756591797 || Total time:44.39393949508667 Iteration: 1734 || Clusters count: 12 || Log posterior: -2831.4506029133745 || Iter Time:0.028968095779418945 || Total time:44.42290759086609 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1735 || Clusters count: 12 || Log posterior: 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(141 allocations: 13.211 KiB) Iteration: 1741 || Clusters count: 12 || Log posterior: -2969.18668516352 || Iter Time:0.010164976119995117 || Total time:44.54972434043884 Iteration: 1742 || Clusters count: 12 || Log posterior: -2929.2048243674067 || Iter Time:0.02891397476196289 || Total time:44.578638315200806 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1743 || Clusters count: 12 || Log posterior: -2953.7923373648096 || Iter Time:0.01037287712097168 || Total time:44.58901119232178 Iteration: 1744 || Clusters count: 12 || Log posterior: -2906.7080071053097 || Iter Time:0.0610048770904541 || Total time:44.65001606941223 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1745 || Clusters count: 13 || Log posterior: -2911.881179865108 || Iter Time:0.012308120727539062 || Total time:44.66232419013977 Iteration: 1746 || Clusters count: 12 || Log posterior: -2877.3903546998235 || Iter Time:0.029808998107910156 || Total time:44.69213318824768 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1747 || Clusters count: 12 || Log posterior: -2877.8405109972036 || Iter Time:0.011402130126953125 || Total time:44.703535318374634 Iteration: 1748 || Clusters count: 12 || Log posterior: -2849.4255696937894 || Iter Time:0.028452157974243164 || Total time:44.73198747634888 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1749 || Clusters count: 12 || Log posterior: -2838.4558160352262 || Iter Time:0.010715007781982422 || Total time:44.74270248413086 Iteration: 1750 || Clusters count: 12 || Log posterior: -2803.5622140352707 || Iter Time:0.030141830444335938 || Total time:44.772844314575195 Loading and distributing data: 0.000210 seconds (141 allocations: 13.211 KiB) Iteration: 1751 || Clusters count: 12 || Log posterior: -2860.2633408641814 || Iter Time:0.011152982711791992 || Total time:44.78399729728699 Iteration: 1752 || Clusters count: 12 || Log posterior: -2832.7402664308265 || Iter Time:0.030076026916503906 || Total time:44.81407332420349 Loading and distributing data: 0.000209 seconds (141 allocations: 13.211 KiB) Iteration: 1753 || Clusters count: 12 || Log posterior: -2913.0301754511843 || Iter Time:0.011532783508300781 || Total time:44.82560610771179 Iteration: 1754 || Clusters count: 12 || Log posterior: -2872.04496216466 || Iter Time:0.030650854110717773 || Total time:44.85625696182251 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1755 || Clusters count: 12 || Log posterior: -2922.8255986446197 || Iter Time:0.012632131576538086 || Total time:44.86888909339905 Iteration: 1756 || Clusters count: 12 || Log posterior: -2892.862722076358 || Iter Time:0.034913063049316406 || Total time:44.903802156448364 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1757 || Clusters count: 12 || Log posterior: -2921.455074784832 || 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KiB) Iteration: 1763 || Clusters count: 12 || Log posterior: -2875.010117611913 || Iter Time:0.010911941528320312 || Total time:45.0349497795105 Iteration: 1764 || Clusters count: 12 || Log posterior: -2853.871795348609 || Iter Time:0.028337955474853516 || Total time:45.06328773498535 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1765 || Clusters count: 12 || Log posterior: -2888.182303507695 || Iter Time:0.010165929794311523 || Total time:45.07345366477966 Iteration: 1766 || Clusters count: 12 || Log posterior: -2847.5555736358615 || Iter Time:0.027827978134155273 || Total time:45.10128164291382 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1767 || Clusters count: 12 || Log posterior: -2875.796854860086 || Iter Time:0.011086225509643555 || Total time:45.11236786842346 Iteration: 1768 || Clusters count: 12 || Log posterior: -2832.387064894193 || Iter Time:0.02905106544494629 || Total 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12 || Log posterior: -2891.853500776191 || Iter Time:0.028154850006103516 || Total time:45.2597815990448 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1775 || Clusters count: 12 || Log posterior: -2956.252548499571 || Iter Time:0.011240005493164062 || Total time:45.271021604537964 Iteration: 1776 || Clusters count: 12 || Log posterior: -2922.6826122537113 || Iter Time:0.029501914978027344 || Total time:45.30052351951599 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1777 || Clusters count: 12 || Log posterior: -2946.15642268748 || Iter Time:0.011170148849487305 || Total time:45.31169366836548 Iteration: 1778 || Clusters count: 12 || Log posterior: -2895.439946078037 || Iter Time:0.029366016387939453 || Total time:45.34105968475342 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1779 || Clusters count: 12 || Log posterior: -2862.976006593457 || Iter 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Iteration: 1785 || Clusters count: 12 || Log posterior: -2912.1033927026792 || Iter Time:0.011358976364135742 || Total time:45.497825622558594 Iteration: 1786 || Clusters count: 12 || Log posterior: -2878.003037284074 || Iter Time:0.026468992233276367 || Total time:45.52429461479187 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1787 || Clusters count: 12 || Log posterior: -2901.635232038018 || Iter Time:0.009922981262207031 || Total time:45.53421759605408 Iteration: 1788 || Clusters count: 12 || Log posterior: -2862.0033425693737 || Iter Time:0.027771949768066406 || Total time:45.561989545822144 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1789 || Clusters count: 12 || Log posterior: -2911.4022105066197 || Iter Time:0.010241985321044922 || Total time:45.57223153114319 Iteration: 1790 || Clusters count: 12 || Log posterior: -2870.6843937837366 || Iter Time:0.0285341739654541 || Total 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12 || Log posterior: -2865.2083596908665 || Iter Time:0.029362201690673828 || Total time:45.7173547744751 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1797 || Clusters count: 12 || Log posterior: -2867.9398548976064 || Iter Time:0.011814117431640625 || Total time:45.72916889190674 Iteration: 1798 || Clusters count: 12 || Log posterior: -2827.7365317066497 || Iter Time:0.026970863342285156 || Total time:45.75613975524902 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 1799 || Clusters count: 12 || Log posterior: -2879.370971108507 || Iter Time:0.011242151260375977 || Total time:45.7673819065094 Iteration: 1800 || Clusters count: 12 || Log posterior: -2848.768127941299 || Iter Time:0.03286409378051758 || Total time:45.80024600028992 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1801 || Clusters count: 12 || Log posterior: -2912.10907486217 || Iter 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KiB) Iteration: 1807 || Clusters count: 12 || Log posterior: -2901.6928663355743 || Iter Time:0.011171817779541016 || Total time:45.929054260253906 Iteration: 1808 || Clusters count: 12 || Log posterior: -2880.90127297197 || Iter Time:0.02718806266784668 || Total time:45.95624232292175 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 1809 || Clusters count: 12 || Log posterior: -2887.796590850733 || Iter Time:0.014914989471435547 || Total time:45.97115731239319 Iteration: 1810 || Clusters count: 12 || Log posterior: -2856.9902807509197 || Iter Time:0.02803802490234375 || Total time:45.99919533729553 Loading and distributing data: 0.000240 seconds (141 allocations: 13.211 KiB) Iteration: 1811 || Clusters count: 12 || Log posterior: -2870.7414136106618 || Iter Time:0.00993204116821289 || Total time:46.009127378463745 Iteration: 1812 || Clusters count: 12 || Log posterior: -2848.3538667729144 || Iter Time:0.027184009552001953 || Total 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Log posterior: -2913.978523899059 || Iter Time:0.031090974807739258 || Total time:46.18179178237915 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1819 || Clusters count: 12 || Log posterior: -2915.9257947840983 || Iter Time:0.011792898178100586 || Total time:46.19358468055725 Iteration: 1820 || Clusters count: 12 || Log posterior: -2889.388306429774 || Iter Time:0.03139495849609375 || Total time:46.224979639053345 Loading and distributing data: 0.000231 seconds (141 allocations: 13.211 KiB) Iteration: 1821 || Clusters count: 12 || Log posterior: -2890.40521523397 || Iter Time:0.011759042739868164 || Total time:46.23673868179321 Iteration: 1822 || Clusters count: 12 || Log posterior: -2849.8497963459026 || Iter Time:0.030916929244995117 || Total time:46.26765561103821 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1823 || Clusters count: 12 || Log posterior: -2899.3957949748483 || Iter Time:0.01083683967590332 || Total time:46.27849245071411 Iteration: 1824 || Clusters count: 12 || Log posterior: -2859.4531066804075 || Iter Time:0.02936100959777832 || Total time:46.30785346031189 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1825 || Clusters count: 12 || Log posterior: -2882.0551874755965 || Iter Time:0.010828971862792969 || Total time:46.31868243217468 Iteration: 1826 || Clusters count: 12 || Log posterior: -2849.6568154929996 || Iter Time:0.028207063674926758 || Total time:46.34688949584961 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 1827 || Clusters count: 12 || Log posterior: -2920.586752673409 || Iter Time:0.010972023010253906 || Total time:46.35786151885986 Iteration: 1828 || Clusters count: 12 || Log posterior: -2867.585421345002 || Iter Time:0.03260397911071777 || Total time:46.39046549797058 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1829 || Clusters count: 13 || Log posterior: -2902.39397439271 || Iter Time:0.010682106018066406 || Total time:46.40114760398865 Iteration: 1830 || Clusters count: 12 || Log posterior: -2861.616878047189 || Iter Time:0.029600143432617188 || Total time:46.430747747421265 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 1831 || Clusters count: 12 || Log posterior: -2941.061773426459 || Iter Time:0.010069847106933594 || Total time:46.4408175945282 Iteration: 1832 || Clusters count: 12 || Log posterior: -2900.801855800398 || Iter Time:0.0268099308013916 || Total time:46.46762752532959 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1833 || Clusters count: 12 || Log posterior: -2921.5555197229123 || Iter Time:0.010042905807495117 || Total time:46.477670431137085 Iteration: 1834 || Clusters count: 12 || Log posterior: -2872.097030249375 || Iter Time:0.027081966400146484 || Total time:46.50475239753723 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1835 || Clusters count: 12 || Log posterior: -2883.2985480247107 || Iter Time:0.010016918182373047 || Total time:46.514769315719604 Iteration: 1836 || Clusters count: 12 || Log posterior: -2837.4465392691673 || Iter Time:0.028870105743408203 || Total time:46.54363942146301 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1837 || Clusters count: 12 || Log posterior: -2883.352017670602 || Iter Time:0.009882926940917969 || Total time:46.55352234840393 Iteration: 1838 || Clusters count: 12 || Log posterior: -2850.4266360304923 || Iter Time:0.02808094024658203 || Total time:46.58160328865051 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1839 || Clusters count: 12 || Log posterior: -2927.8108632180883 || Iter Time:0.009994029998779297 || Total time:46.59159731864929 Iteration: 1840 || Clusters count: 12 || Log posterior: -2878.4860673428275 || Iter Time:0.02992701530456543 || Total time:46.62152433395386 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1841 || Clusters count: 12 || Log posterior: -2905.812356174147 || Iter Time:0.010658025741577148 || Total time:46.632182359695435 Iteration: 1842 || Clusters count: 12 || Log posterior: -2884.9899582432045 || Iter Time:0.02771782875061035 || Total time:46.659900188446045 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1843 || Clusters count: 12 || Log posterior: -2932.577020051533 || Iter Time:0.011520147323608398 || Total time:46.67142033576965 Iteration: 1844 || Clusters count: 12 || Log posterior: -2873.3293415146736 || Iter Time:0.02898383140563965 || Total time:46.70040416717529 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1845 || Clusters count: 12 || Log posterior: -2909.6074996948514 || Iter Time:0.011409997940063477 || Total time:46.711814165115356 Iteration: 1846 || Clusters count: 12 || Log posterior: -2881.988578229944 || Iter Time:0.028898000717163086 || Total time:46.74071216583252 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1847 || Clusters count: 12 || Log posterior: -2892.5534023920272 || Iter Time:0.011173009872436523 || Total time:46.751885175704956 Iteration: 1848 || Clusters count: 12 || Log posterior: -2850.2643199463682 || Iter Time:0.028573036193847656 || Total time:46.780458211898804 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1849 || Clusters count: 12 || Log posterior: -2905.5919887564114 || Iter Time:0.01096796989440918 || Total time:46.79142618179321 Iteration: 1850 || Clusters count: 12 || Log posterior: -2872.511837229949 || Iter Time:0.05785512924194336 || Total time:46.849281311035156 Loading and distributing data: 0.000180 seconds (141 allocations: 13.242 KiB) Iteration: 1851 || Clusters count: 12 || Log posterior: -2919.765578766497 || Iter Time:0.010543107986450195 || Total time:46.859824419021606 Iteration: 1852 || Clusters count: 12 || Log posterior: -2894.1307884833122 || Iter Time:0.027561187744140625 || Total time:46.88738560676575 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 1853 || Clusters count: 12 || Log posterior: -2961.68430182495 || Iter Time:0.010780096054077148 || Total time:46.898165702819824 Iteration: 1854 || Clusters count: 12 || Log posterior: -2912.3431938218246 || Iter Time:0.02669501304626465 || Total time:46.92486071586609 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1855 || Clusters count: 12 || Log posterior: -2917.5083559924124 || Iter Time:0.01098012924194336 || Total time:46.93584084510803 Iteration: 1856 || Clusters count: 12 || Log posterior: -2867.3413929972603 || Iter Time:0.02939605712890625 || Total time:46.96523690223694 Loading and distributing data: 0.000159 seconds (141 allocations: 13.211 KiB) Iteration: 1857 || Clusters count: 12 || Log posterior: -2894.39642222457 || Iter Time:0.010854959487915039 || Total time:46.97609186172485 Iteration: 1858 || Clusters count: 12 || Log posterior: -2858.028437057142 || Iter Time:0.026968002319335938 || Total time:47.00305986404419 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1859 || Clusters count: 12 || Log posterior: -2855.9633953699777 || Iter Time:0.010596990585327148 || Total time:47.01365685462952 Iteration: 1860 || Clusters count: 12 || Log posterior: -2816.3497516118277 || Iter Time:0.028766155242919922 || Total time:47.04242300987244 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1861 || Clusters count: 12 || Log posterior: -2811.4429514840276 || Iter Time:0.011102914810180664 || Total time:47.05352592468262 Iteration: 1862 || Clusters count: 12 || Log posterior: -2774.951146033324 || Iter Time:0.0314030647277832 || Total time:47.0849289894104 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1863 || Clusters count: 12 || Log posterior: -2866.1159163834877 || Iter Time:0.01335906982421875 || Total time:47.09828805923462 Iteration: 1864 || Clusters count: 12 || Log posterior: -2813.9033527642914 || Iter Time:0.03219318389892578 || Total time:47.130481243133545 Loading and distributing data: 0.000228 seconds (141 allocations: 13.211 KiB) Iteration: 1865 || Clusters count: 12 || Log posterior: -2863.5959302212486 || Iter Time:0.014935970306396484 || Total time:47.14541721343994 Iteration: 1866 || Clusters count: 12 || Log posterior: -2811.220313874235 || Iter Time:0.03397703170776367 || Total time:47.179394245147705 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1867 || Clusters count: 12 || Log posterior: -2845.7955970570015 || Iter Time:0.01194906234741211 || Total time:47.19134330749512 Iteration: 1868 || Clusters count: 12 || Log posterior: -2816.2551177842747 || Iter Time:0.030194997787475586 || Total time:47.22153830528259 Loading and distributing data: 0.000162 seconds (141 allocations: 13.211 KiB) Iteration: 1869 || Clusters count: 12 || Log posterior: -2837.646736890614 || Iter Time:0.010565042495727539 || Total time:47.23210334777832 Iteration: 1870 || Clusters count: 12 || Log posterior: -2805.384148591196 || Iter Time:0.028213024139404297 || Total time:47.260316371917725 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 1871 || Clusters count: 12 || Log posterior: -2884.8541478576362 || Iter Time:0.011308908462524414 || Total time:47.27162528038025 Iteration: 1872 || Clusters count: 12 || Log posterior: -2843.375753538467 || Iter Time:0.029234886169433594 || Total time:47.30086016654968 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 1873 || Clusters count: 12 || Log posterior: -2881.915812093232 || Iter Time:0.011164188385009766 || Total time:47.31202435493469 Iteration: 1874 || Clusters count: 12 || Log posterior: -2841.941428821224 || Iter Time:0.029067039489746094 || Total time:47.34109139442444 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1875 || Clusters count: 12 || Log posterior: -2853.672103838529 || Iter Time:0.012672185897827148 || Total time:47.353763580322266 Iteration: 1876 || Clusters count: 12 || Log posterior: -2824.0954909752536 || Iter Time:0.03356003761291504 || Total time:47.38732361793518 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1877 || Clusters count: 12 || Log posterior: -2863.44838224468 || Iter Time:0.011313915252685547 || Total time:47.398637533187866 Iteration: 1878 || Clusters count: 12 || Log posterior: -2828.106252877472 || Iter Time:0.026966094970703125 || Total time:47.42560362815857 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1879 || Clusters count: 12 || Log posterior: -2868.124153572566 || Iter Time:0.010471105575561523 || Total time:47.43607473373413 Iteration: 1880 || Clusters count: 12 || Log posterior: -2834.2747397026696 || Iter Time:0.02651500701904297 || Total time:47.462589740753174 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1881 || Clusters count: 12 || Log posterior: -2914.0898457904455 || Iter Time:0.010605096817016602 || Total time:47.47319483757019 Iteration: 1882 || Clusters count: 12 || Log posterior: -2872.1027288622568 || Iter Time:0.02674388885498047 || Total time:47.49993872642517 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1883 || Clusters count: 12 || Log posterior: -2902.5348606535076 || Iter Time:0.010489940643310547 || Total time:47.51042866706848 Iteration: 1884 || Clusters count: 12 || Log posterior: -2859.4571862533335 || Iter Time:0.027727127075195312 || Total time:47.53815579414368 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 1885 || Clusters count: 12 || Log posterior: -2888.351527516387 || Iter Time:0.010833978652954102 || Total time:47.54898977279663 Iteration: 1886 || Clusters count: 12 || Log posterior: -2855.3981025083194 || Iter Time:0.05529594421386719 || Total time:47.6042857170105 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1887 || Clusters count: 12 || Log posterior: -2928.2758026642096 || Iter Time:0.010369062423706055 || Total time:47.614654779434204 Iteration: 1888 || Clusters count: 12 || Log posterior: -2877.68131611362 || Iter Time:0.027980804443359375 || Total time:47.64263558387756 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1889 || Clusters count: 12 || Log posterior: -2865.917902062407 || Iter Time:0.011552095413208008 || Total time:47.65418767929077 Iteration: 1890 || Clusters count: 12 || Log posterior: -2836.7611289965143 || Iter Time:0.02943897247314453 || Total time:47.683626651763916 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 1891 || Clusters count: 12 || Log posterior: -2879.068362825404 || Iter Time:0.011544942855834961 || Total time:47.69517159461975 Iteration: 1892 || Clusters count: 12 || Log posterior: -2838.9386850128744 || Iter Time:0.029675960540771484 || Total time:47.72484755516052 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1893 || Clusters count: 12 || Log posterior: -2885.197305046827 || Iter Time:0.011308908462524414 || Total time:47.73615646362305 Iteration: 1894 || Clusters count: 12 || Log posterior: -2847.481575404945 || Iter Time:0.028738021850585938 || Total time:47.76489448547363 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1895 || Clusters count: 12 || Log posterior: -2867.353649436638 || Iter Time:0.010812044143676758 || Total time:47.77570652961731 Iteration: 1896 || Clusters count: 12 || Log posterior: -2818.212944624957 || Iter Time:0.027777910232543945 || Total time:47.80348443984985 Loading and distributing data: 0.000153 seconds (141 allocations: 13.211 KiB) Iteration: 1897 || Clusters count: 12 || Log posterior: -2885.784325664233 || Iter Time:0.011336088180541992 || Total time:47.814820528030396 Iteration: 1898 || Clusters count: 12 || Log posterior: -2857.2118541954565 || Iter Time:0.027841806411743164 || Total time:47.84266233444214 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 1899 || Clusters count: 12 || Log posterior: -2930.9433901295706 || Iter Time:0.010843038558959961 || Total time:47.8535053730011 Iteration: 1900 || Clusters count: 12 || Log posterior: -2890.2596949537783 || Iter Time:0.02680683135986328 || Total time:47.88031220436096 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1901 || Clusters count: 12 || Log posterior: -2906.589921925206 || Iter Time:0.010528087615966797 || Total time:47.89084029197693 Iteration: 1902 || Clusters count: 12 || Log posterior: -2874.0579177757495 || Iter Time:0.027263879776000977 || Total time:47.91810417175293 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 1903 || Clusters count: 12 || Log posterior: -2936.436262698453 || Iter Time:0.010663986206054688 || Total time:47.928768157958984 Iteration: 1904 || Clusters count: 12 || Log posterior: -2900.930647655444 || Iter Time:0.033982038497924805 || Total time:47.96275019645691 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1905 || Clusters count: 12 || Log posterior: -2970.418004184897 || Iter Time:0.011445999145507812 || Total time:47.97419619560242 Iteration: 1906 || Clusters count: 12 || Log posterior: -2901.9658241361967 || Iter Time:0.026634931564331055 || Total time:48.00083112716675 Loading and distributing data: 0.000158 seconds (141 allocations: 13.211 KiB) Iteration: 1907 || Clusters count: 12 || Log posterior: -2891.2169499532556 || Iter Time:0.010514020919799805 || Total time:48.01134514808655 Iteration: 1908 || Clusters count: 12 || Log posterior: -2826.164745781313 || Iter Time:0.027727842330932617 || Total time:48.03907299041748 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 1909 || Clusters count: 12 || Log posterior: -2855.687498322475 || Iter Time:0.011696100234985352 || Total time:48.050769090652466 Iteration: 1910 || Clusters count: 12 || Log posterior: -2804.1012343064385 || Iter Time:0.028686046600341797 || Total time:48.07945513725281 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1911 || Clusters count: 12 || Log posterior: -2866.1892582291994 || Iter Time:0.011534929275512695 || Total time:48.09099006652832 Iteration: 1912 || Clusters count: 12 || Log posterior: -2833.1105981676706 || Iter Time:0.03202700614929199 || Total time:48.12301707267761 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 1913 || Clusters count: 12 || Log posterior: -2862.4453696190553 || Iter Time:0.011179924011230469 || Total time:48.13419699668884 Iteration: 1914 || Clusters count: 12 || Log posterior: -2832.259744733177 || Iter Time:0.027876853942871094 || Total time:48.162073850631714 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1915 || Clusters count: 12 || Log posterior: -2917.9917490811263 || Iter Time:0.009720087051391602 || Total time:48.171793937683105 Iteration: 1916 || Clusters count: 12 || Log posterior: -2874.6624293432806 || Iter Time:0.026178836822509766 || Total time:48.197972774505615 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1917 || Clusters count: 12 || Log posterior: -2892.0128713703925 || Iter Time:0.009885072708129883 || Total time:48.207857847213745 Iteration: 1918 || Clusters count: 12 || Log posterior: -2850.1607599523927 || Iter Time:0.027506113052368164 || Total time:48.23536396026611 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1919 || Clusters count: 12 || Log posterior: -2906.158943105182 || Iter Time:0.011445999145507812 || Total time:48.24680995941162 Iteration: 1920 || Clusters count: 12 || Log posterior: -2859.7979619686985 || Iter Time:0.0310361385345459 || Total time:48.27784609794617 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1921 || Clusters count: 12 || Log posterior: -2954.195119078014 || Iter Time:0.03934288024902344 || Total time:48.31718897819519 Iteration: 1922 || Clusters count: 12 || Log posterior: -2921.780391593317 || Iter Time:0.029670000076293945 || Total time:48.346858978271484 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1923 || Clusters count: 12 || Log posterior: -2916.574349047729 || Iter Time:0.011874198913574219 || Total time:48.35873317718506 Iteration: 1924 || Clusters count: 12 || Log posterior: -2865.1690548687534 || Iter Time:0.031141042709350586 || Total time:48.38987421989441 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1925 || Clusters count: 12 || Log posterior: -2881.691385707727 || Iter Time:0.011420011520385742 || Total time:48.401294231414795 Iteration: 1926 || Clusters count: 12 || Log posterior: -2828.459545627592 || Iter Time:0.029191017150878906 || Total time:48.430485248565674 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1927 || Clusters count: 12 || Log posterior: -2915.1513206380814 || Iter Time:0.011033058166503906 || Total time:48.44151830673218 Iteration: 1928 || Clusters count: 12 || Log posterior: -2873.215978707811 || Iter Time:0.03039407730102539 || Total time:48.4719123840332 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1929 || Clusters count: 12 || Log posterior: -2935.764895070231 || Iter Time:0.010715961456298828 || Total time:48.4826283454895 Iteration: 1930 || Clusters count: 12 || Log posterior: -2908.613581612017 || Iter Time:0.029262065887451172 || Total time:48.51189041137695 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1931 || Clusters count: 12 || Log posterior: -2916.8545455043973 || Iter Time:0.011180877685546875 || Total time:48.5230712890625 Iteration: 1932 || Clusters count: 12 || Log posterior: -2865.5824116536596 || Iter Time:0.03378105163574219 || Total time:48.55685234069824 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1933 || Clusters count: 12 || Log posterior: -2904.2682776191887 || Iter Time:0.011148929595947266 || Total time:48.56800127029419 Iteration: 1934 || Clusters count: 12 || Log posterior: -2857.734435234838 || Iter Time:0.03046584129333496 || Total time:48.598467111587524 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1935 || Clusters count: 12 || Log posterior: -2882.7142568884374 || Iter Time:0.011185884475708008 || Total time:48.60965299606323 Iteration: 1936 || Clusters count: 12 || Log posterior: -2847.0634364574807 || Iter Time:0.032913923263549805 || Total time:48.64256691932678 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1937 || Clusters count: 12 || Log posterior: -2853.0842955811777 || Iter Time:0.011887073516845703 || Total time:48.65445399284363 Iteration: 1938 || Clusters count: 12 || Log posterior: -2814.731963807268 || Iter Time:0.03490281105041504 || Total time:48.68935680389404 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1939 || Clusters count: 12 || Log posterior: -2878.70474638721 || Iter Time:0.011299848556518555 || Total time:48.70065665245056 Iteration: 1940 || Clusters count: 12 || Log posterior: -2836.4242001508987 || Iter Time:0.02852916717529297 || Total time:48.729185819625854 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1941 || Clusters count: 12 || Log posterior: -2909.5803164340655 || Iter Time:0.011137008666992188 || Total time:48.74032282829285 Iteration: 1942 || Clusters count: 12 || Log posterior: -2866.804449342388 || Iter Time:0.029196977615356445 || Total time:48.7695198059082 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1943 || Clusters count: 12 || Log posterior: -2878.073447973993 || Iter Time:0.011039972305297852 || Total time:48.7805597782135 Iteration: 1944 || Clusters count: 12 || Log posterior: -2833.9774891586044 || Iter Time:0.02942800521850586 || Total time:48.80998778343201 Loading and distributing data: 0.000207 seconds (141 allocations: 13.211 KiB) Iteration: 1945 || Clusters count: 12 || Log posterior: -2877.0043760445174 || Iter Time:0.011546850204467773 || Total time:48.821534633636475 Iteration: 1946 || Clusters count: 12 || Log posterior: -2834.019553251482 || Iter Time:0.030422210693359375 || Total time:48.851956844329834 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1947 || Clusters count: 12 || Log posterior: -2889.3133387656226 || Iter Time:0.011903047561645508 || Total time:48.86385989189148 Iteration: 1948 || Clusters count: 12 || Log posterior: -2860.1119535827656 || Iter Time:0.030361175537109375 || Total time:48.89422106742859 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1949 || Clusters count: 12 || Log posterior: -2887.8042535178547 || Iter Time:0.011879920959472656 || Total time:48.90610098838806 Iteration: 1950 || Clusters count: 12 || Log posterior: -2857.193385817228 || Iter Time:0.030025005340576172 || Total time:48.93612599372864 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1951 || Clusters count: 12 || Log posterior: -2859.1763323847745 || Iter Time:0.011909961700439453 || Total time:48.94803595542908 Iteration: 1952 || Clusters count: 12 || Log posterior: -2831.4590179710517 || Iter Time:0.03430604934692383 || Total time:48.982342004776 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1953 || Clusters count: 12 || Log posterior: -2858.739937090587 || Iter Time:0.012971878051757812 || Total time:48.99531388282776 Iteration: 1954 || Clusters count: 12 || Log posterior: -2826.614855775776 || Iter Time:0.030612945556640625 || Total time:49.0259268283844 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1955 || Clusters count: 12 || Log posterior: -2885.9231513407526 || Iter Time:0.012845993041992188 || Total time:49.03877282142639 Iteration: 1956 || Clusters count: 12 || Log posterior: -2847.3276867200802 || Iter Time:0.06036806106567383 || Total time:49.099140882492065 Loading and distributing data: 0.000222 seconds (141 allocations: 13.211 KiB) Iteration: 1957 || Clusters count: 12 || Log posterior: -2886.4576790001784 || Iter Time:0.012933969497680664 || Total time:49.112074851989746 Iteration: 1958 || Clusters count: 12 || Log posterior: -2849.6615771543884 || Iter Time:0.030092954635620117 || Total time:49.142167806625366 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1959 || Clusters count: 12 || Log posterior: -2915.5582889396856 || Iter Time:0.011126041412353516 || Total time:49.15329384803772 Iteration: 1960 || Clusters count: 12 || Log posterior: -2851.072736827517 || Iter Time:0.028802156448364258 || Total time:49.182096004486084 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1961 || Clusters count: 12 || Log posterior: -2938.1729929041517 || Iter Time:0.011626005172729492 || Total time:49.19372200965881 Iteration: 1962 || Clusters count: 12 || Log posterior: -2872.5052145278823 || Iter Time:0.03106999397277832 || Total time:49.22479200363159 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1963 || Clusters count: 12 || Log posterior: -2897.072741169599 || Iter Time:0.011644840240478516 || Total time:49.23643684387207 Iteration: 1964 || Clusters count: 12 || Log posterior: -2863.0814849361072 || Iter Time:0.032434940338134766 || Total time:49.268871784210205 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1965 || Clusters count: 12 || Log posterior: -2894.802818706928 || Iter Time:0.011794090270996094 || Total time:49.2806658744812 Iteration: 1966 || Clusters count: 12 || Log posterior: -2857.0737362290165 || Iter Time:0.030665159225463867 || Total time:49.311331033706665 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1967 || Clusters count: 12 || Log posterior: -2908.7418003615376 || Iter Time:0.011986970901489258 || Total time:49.323318004608154 Iteration: 1968 || Clusters count: 12 || Log posterior: -2876.3382842664 || Iter Time:0.032045841217041016 || Total time:49.355363845825195 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1969 || Clusters count: 12 || Log posterior: -2909.4592964899252 || Iter Time:0.012351036071777344 || Total time:49.36771488189697 Iteration: 1970 || Clusters count: 12 || Log posterior: -2848.7054900318935 || Iter Time:0.031928062438964844 || Total time:49.39964294433594 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1971 || Clusters count: 12 || Log posterior: -2900.47427785421 || Iter Time:0.012000083923339844 || Total time:49.41164302825928 Iteration: 1972 || Clusters count: 12 || Log posterior: -2876.0043249433515 || Iter Time:0.03089594841003418 || Total time:49.44253897666931 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1973 || Clusters count: 12 || Log posterior: -2910.0791361755464 || Iter Time:0.012425899505615234 || Total time:49.45496487617493 Iteration: 1974 || Clusters count: 12 || Log posterior: -2878.1933477005114 || Iter Time:0.03278207778930664 || Total time:49.48774695396423 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1975 || Clusters count: 12 || Log posterior: -2853.129253779415 || Iter Time:0.0114898681640625 || Total time:49.499236822128296 Iteration: 1976 || Clusters count: 12 || Log posterior: -2822.7497938667907 || Iter Time:0.0322270393371582 || Total time:49.531463861465454 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1977 || Clusters count: 12 || Log posterior: -2861.215571208602 || Iter Time:0.01235198974609375 || Total time:49.54381585121155 Iteration: 1978 || Clusters count: 12 || Log posterior: -2828.3704668589185 || Iter Time:0.028762102127075195 || Total time:49.57257795333862 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1979 || Clusters count: 12 || Log posterior: -2919.595742942229 || Iter Time:0.012201070785522461 || Total time:49.584779024124146 Iteration: 1980 || Clusters count: 12 || Log posterior: -2877.8464150927375 || Iter Time:0.031965017318725586 || Total time:49.61674404144287 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1981 || Clusters count: 12 || Log posterior: -2923.37603994179 || Iter Time:0.010850906372070312 || Total time:49.62759494781494 Iteration: 1982 || Clusters count: 12 || Log posterior: -2879.5652270686874 || Iter Time:0.029204845428466797 || Total time:49.65679979324341 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1983 || Clusters count: 12 || Log posterior: -2886.975583677996 || Iter Time:0.010951995849609375 || Total time:49.66775178909302 Iteration: 1984 || Clusters count: 12 || Log posterior: -2834.0904658259155 || Iter Time:0.029934167861938477 || Total time:49.697685956954956 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 1985 || Clusters count: 13 || Log posterior: -2847.66128496727 || Iter Time:0.011044979095458984 || Total time:49.708730936050415 Iteration: 1986 || Clusters count: 12 || Log posterior: -2818.8130556729907 || Iter Time:0.030596017837524414 || Total time:49.73932695388794 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1987 || Clusters count: 12 || Log posterior: -2897.265428183884 || Iter Time:0.010241031646728516 || Total time:49.74956798553467 Iteration: 1988 || Clusters count: 12 || Log posterior: -2856.9220623104843 || Iter Time:0.028555870056152344 || Total time:49.77812385559082 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1989 || Clusters count: 12 || Log posterior: -2957.661827796748 || Iter Time:0.010195016860961914 || Total time:49.78831887245178 Iteration: 1990 || Clusters count: 12 || Log posterior: -2925.0733491672418 || Iter Time:0.026820898056030273 || Total time:49.81513977050781 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1991 || Clusters count: 12 || Log posterior: -2919.650396000495 || Iter Time:0.011240959167480469 || Total time:49.82638072967529 Iteration: 1992 || Clusters count: 12 || Log posterior: -2885.2044449119203 || Iter Time:0.05464911460876465 || Total time:49.88102984428406 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1993 || Clusters count: 12 || Log posterior: -2898.859777528181 || Iter Time:0.00983881950378418 || Total time:49.89086866378784 Iteration: 1994 || Clusters count: 12 || Log posterior: -2867.5509518886643 || Iter Time:0.02680492401123047 || Total time:49.91767358779907 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1995 || Clusters count: 12 || Log posterior: -2921.5337646980843 || Iter Time:0.010742902755737305 || Total time:49.92841649055481 Iteration: 1996 || Clusters count: 12 || Log posterior: -2867.899165931581 || Iter Time:0.02724003791809082 || Total time:49.9556565284729 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1997 || Clusters count: 12 || Log posterior: -2941.4513167121013 || Iter Time:0.00986790657043457 || Total time:49.965524435043335 Iteration: 1998 || Clusters count: 12 || Log posterior: -2874.403486451169 || Iter Time:0.02806997299194336 || Total time:49.99359440803528 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 1999 || Clusters count: 12 || Log posterior: -2888.5681439967634 || Iter Time:0.009875059127807617 || Total time:50.003469467163086 Iteration: 2000 || Clusters count: 12 || Log posterior: -2852.7892209185666 || Iter Time:0.02703094482421875 || Total time:50.030500411987305 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 2001 || Clusters count: 12 || Log posterior: -2895.2135505767214 || Iter Time:0.009849786758422852 || Total time:50.04035019874573 Iteration: 2002 || Clusters count: 12 || Log posterior: -2858.061472347882 || Iter Time:0.026832103729248047 || Total time:50.067182302474976 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 2003 || Clusters count: 12 || Log posterior: -2943.4854839895133 || Iter Time:0.009891986846923828 || Total time:50.0770742893219 Iteration: 2004 || Clusters count: 12 || Log posterior: -2897.271114643402 || Iter Time:0.027935028076171875 || Total time:50.10500931739807 Loading and distributing data: 0.000210 seconds (141 allocations: 13.211 KiB) Iteration: 2005 || Clusters count: 12 || Log posterior: -2922.7005561532187 || Iter Time:0.012283086776733398 || Total time:50.117292404174805 Iteration: 2006 || Clusters count: 12 || Log posterior: -2887.442218174048 || Iter Time:0.030982017517089844 || Total time:50.148274421691895 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 2007 || Clusters count: 12 || Log posterior: -2934.409935919349 || Iter Time:0.010972976684570312 || Total time:50.159247398376465 Iteration: 2008 || Clusters count: 12 || Log posterior: -2875.168575882675 || Iter Time:0.028228044509887695 || Total time:50.18747544288635 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 2009 || Clusters count: 12 || Log posterior: -2877.145126380496 || Iter Time:0.011065959930419922 || Total time:50.19854140281677 Iteration: 2010 || Clusters count: 12 || Log posterior: -2825.512750779997 || Iter Time:0.028222084045410156 || Total time:50.22676348686218 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 2011 || Clusters count: 12 || Log posterior: -2946.8455467459535 || Iter Time:0.010625123977661133 || Total time:50.237388610839844 Iteration: 2012 || Clusters count: 12 || Log posterior: -2885.0807444598167 || Iter Time:0.029973983764648438 || Total time:50.26736259460449 Loading and distributing data: 0.000162 seconds (141 allocations: 13.211 KiB) Iteration: 2013 || Clusters count: 12 || Log posterior: -2904.3755605118145 || Iter Time:0.01111292839050293 || Total time:50.278475522994995 Iteration: 2014 || Clusters count: 12 || Log posterior: -2863.891858230327 || Iter Time:0.028509855270385742 || Total time:50.30698537826538 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 2015 || Clusters count: 12 || Log posterior: -2891.101235782235 || Iter Time:0.010531902313232422 || Total time:50.31751728057861 Iteration: 2016 || Clusters count: 12 || Log posterior: -2845.396203074957 || Iter Time:0.02875995635986328 || Total time:50.34627723693848 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 2017 || Clusters count: 12 || Log posterior: -2899.9695480927435 || Iter Time:0.010682106018066406 || Total time:50.35695934295654 Iteration: 2018 || Clusters count: 12 || Log posterior: -2844.3102431982043 || Iter Time:0.027718067169189453 || Total time:50.38467741012573 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 2019 || Clusters count: 12 || Log posterior: -2902.4647250772896 || Iter Time:0.01055002212524414 || Total time:50.39522743225098 Iteration: 2020 || Clusters count: 12 || Log posterior: -2859.944313896657 || Iter Time:0.030013084411621094 || Total time:50.4252405166626 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 2021 || Clusters count: 12 || Log posterior: -2945.3758475471695 || Iter Time:0.010576009750366211 || Total time:50.435816526412964 Iteration: 2022 || Clusters count: 12 || Log posterior: -2886.864658859264 || Iter Time:0.02861189842224121 || Total time:50.464428424835205 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 2023 || Clusters count: 12 || Log posterior: -2940.2410793948325 || Iter Time:0.010850906372070312 || Total time:50.475279331207275 Iteration: 2024 || Clusters count: 12 || Log posterior: -2907.02702894617 || Iter Time:0.028015851974487305 || Total time:50.50329518318176 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 2025 || Clusters count: 12 || Log posterior: -2891.557204366417 || Iter Time:0.010843992233276367 || Total time:50.51413917541504 Iteration: 2026 || Clusters count: 12 || Log posterior: -2848.0049241417337 || Iter Time:0.028859853744506836 || Total time:50.542999029159546 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 2027 || Clusters count: 12 || Log posterior: -2885.670803696091 || Iter Time:0.011898040771484375 || Total time:50.55489706993103 Iteration: 2028 || Clusters count: 12 || Log posterior: -2834.9666328522776 || Iter Time:0.055140018463134766 || Total time:50.610037088394165 Avg NMI: 0.8880949357831295 Full NMI: 0.8727278522378297 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m33.5s Testing DPMMSubClustersStreaming tests passed Testing completed after 197.35s PkgEval succeeded after 279.24s