Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.626 (157b8bc303*) started at 2025-05-23T04:46:11.024 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.92s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.1 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.5.8 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.4 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.2 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.21 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.12.1+1 [e37daf67] + LibGit2_jll v1.9.0+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.2.25 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.12.0+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.91s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 137.48s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_0zn01Q/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_0zn01Q/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.1 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.5.8 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.4 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.2 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.21 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.12.1+1 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.2.25 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.12.0+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.186632 seconds (1.11 M allocations: 64.347 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233258.94423629093 || Iter Time:15.375888109207153 || Total time:15.375888109207153 Iteration: 1 || Clusters count: 1 || Log posterior: -233258.94423629093 || Iter Time:0.006639957427978516 || Total time:15.382528066635132 Iteration: 2 || Clusters count: 1 || Log posterior: -233258.94423629093 || Iter Time:0.0059010982513427734 || Total time:15.388429164886475 Iteration: 3 || Clusters count: 1 || Log posterior: -233258.94423629093 || Iter Time:0.008002042770385742 || Total time:15.39643120765686 Iteration: 4 || Clusters count: 1 || Log posterior: -233258.94423629093 || Iter Time:0.0057981014251708984 || Total time:15.402229309082031 Iteration: 5 || Clusters count: 1 || Log posterior: -233258.94423629093 || Iter Time:0.02743697166442871 || Total time:15.42966628074646 Iteration: 6 || Clusters count: 1 || Log posterior: -233258.94423629093 || Iter Time:0.009650945663452148 || Total time:15.439317226409912 Iteration: 7 || Clusters count: 1 || Log posterior: -233258.94423629093 || Iter Time:0.007577180862426758 || Total time:15.446894407272339 Iteration: 8 || Clusters count: 1 || Log posterior: -233258.94423629093 || Iter Time:0.0051898956298828125 || Total time:15.452084302902222 Iteration: 9 || Clusters count: 1 || Log posterior: -233258.94423629093 || Iter Time:0.0072748661041259766 || Total time:15.459359169006348 Iteration: 10 || Clusters count: 1 || Log posterior: -233258.94423629093 || Iter Time:0.006279945373535156 || Total time:15.465639114379883 Iteration: 11 || Clusters count: 1 || Log posterior: -233258.94423629093 || Iter Time:0.005198955535888672 || Total time:15.470838069915771 Iteration: 12 || Clusters count: 1 || Log posterior: -233258.94423629093 || Iter Time:0.0055119991302490234 || Total time:15.47635006904602 Iteration: 13 || Clusters count: 2 || Log posterior: -232872.99471834794 || Iter Time:3.925605058670044 || Total time:19.401955127716064 Iteration: 14 || Clusters count: 2 || Log posterior: -232863.56931377118 || Iter Time:0.0057849884033203125 || Total time:19.407740116119385 Iteration: 15 || Clusters count: 2 || Log posterior: -232869.80546115324 || Iter Time:0.005794048309326172 || Total time:19.41353416442871 Iteration: 16 || Clusters count: 2 || Log posterior: -232854.79473226643 || Iter Time:0.0056531429290771484 || Total time:19.419187307357788 Iteration: 17 || Clusters count: 2 || Log posterior: -232862.14902052833 || Iter Time:0.005574941635131836 || Total time:19.42476224899292 Iteration: 18 || Clusters count: 2 || Log posterior: -232896.8692820214 || Iter Time:0.005472898483276367 || Total time:19.430235147476196 Iteration: 19 || Clusters count: 2 || Log posterior: -232903.47916032566 || Iter Time:0.0057718753814697266 || Total time:19.436007022857666 Iteration: 20 || Clusters count: 2 || Log posterior: -232793.93691472002 || Iter Time:3.129852056503296 || Total time:22.565859079360962 Loading and distributing data: 0.001133 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233016.10464625055 || Iter Time:0.03437995910644531 || Total time:22.600239038467407 Iteration: 22 || Clusters count: 2 || Log posterior: -233003.684553635 || Iter Time:0.005376100540161133 || Total time:22.60561513900757 Iteration: 23 || Clusters count: 2 || Log posterior: -233000.92840645293 || Iter Time:0.005288839340209961 || Total time:22.61090397834778 Iteration: 24 || Clusters count: 2 || Log posterior: -232999.21714560903 || Iter Time:0.005335807800292969 || Total time:22.61623978614807 Iteration: 25 || Clusters count: 2 || Log posterior: -233005.21714560903 || Iter Time:0.0053369998931884766 || Total time:22.62157678604126 Iteration: 26 || Clusters count: 2 || Log posterior: -232994.76870875055 || Iter Time:0.0052831172943115234 || Total time:22.62685990333557 Iteration: 27 || Clusters count: 2 || Log posterior: -232964.992504253 || Iter Time:0.0052051544189453125 || Total time:22.632065057754517 Iteration: 28 || Clusters count: 3 || Log posterior: -232616.35112651228 || Iter Time:0.007195949554443359 || Total time:22.63926100730896 Iteration: 29 || Clusters count: 3 || Log posterior: -232515.91401586076 || Iter Time:0.005509138107299805 || Total time:22.64477014541626 Iteration: 30 || Clusters count: 3 || Log posterior: -232475.9508167413 || Iter Time:0.0055141448974609375 || Total time:22.65028429031372 Iteration: 31 || Clusters count: 3 || Log posterior: -232454.62276940452 || Iter Time:0.10789012908935547 || Total time:22.758174419403076 Iteration: 32 || Clusters count: 3 || Log posterior: -232420.14288443187 || Iter Time:0.0062448978424072266 || Total time:22.764419317245483 Iteration: 33 || Clusters count: 3 || Log posterior: -232370.74243767274 || Iter Time:0.005488872528076172 || Total time:22.76990818977356 Iteration: 34 || Clusters count: 4 || Log posterior: -232064.41274809468 || Iter Time:0.007261037826538086 || Total time:22.777169227600098 Iteration: 35 || Clusters count: 4 || Log posterior: -231975.18786393013 || Iter Time:0.00590205192565918 || Total time:22.783071279525757 Iteration: 36 || Clusters count: 4 || Log posterior: -231956.85852527808 || Iter Time:0.0058519840240478516 || Total time:22.788923263549805 Iteration: 37 || Clusters count: 4 || Log posterior: -231945.71289695468 || Iter Time:0.005843162536621094 || Total time:22.794766426086426 Iteration: 38 || Clusters count: 4 || Log posterior: -231912.48720119527 || Iter Time:0.0057871341705322266 || Total time:22.800553560256958 Iteration: 39 || Clusters count: 4 || Log posterior: -231919.89556438033 || Iter Time:0.005878925323486328 || Total time:22.806432485580444 Iteration: 40 || Clusters count: 4 || Log posterior: -231916.80087689855 || Iter Time:0.005872011184692383 || Total time:22.812304496765137 Iteration: 41 || Clusters count: 4 || Log posterior: -231838.40420801914 || Iter Time:0.0058460235595703125 || Total time:22.818150520324707 Loading and distributing data: 0.000773 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261736.60952991992 || Iter Time:0.00627899169921875 || Total time:22.824429512023926 Iteration: 43 || Clusters count: 4 || Log posterior: -261681.72282909305 || Iter Time:0.00629115104675293 || Total time:22.83072066307068 Iteration: 44 || Clusters count: 4 || Log posterior: -261674.19786112226 || Iter Time:0.006155967712402344 || Total time:22.83687663078308 Iteration: 45 || Clusters count: 4 || Log posterior: -261666.58261342449 || Iter Time:0.006105899810791016 || Total time:22.842982530593872 Iteration: 46 || Clusters count: 4 || Log posterior: -261684.79743330512 || Iter Time:0.005992889404296875 || Total time:22.84897541999817 Iteration: 47 || Clusters count: 4 || Log posterior: -261674.47156172647 || Iter Time:0.005878925323486328 || Total time:22.854854345321655 Iteration: 48 || Clusters count: 5 || Log posterior: -261264.93296157068 || Iter Time:0.007266998291015625 || Total time:22.86212134361267 Iteration: 49 || Clusters count: 5 || Log posterior: -261164.82141642005 || Iter Time:0.006370067596435547 || Total time:22.868491411209106 Iteration: 50 || Clusters count: 5 || Log posterior: -261155.7662381725 || Iter Time:0.006534099578857422 || Total time:22.875025510787964 Iteration: 51 || Clusters count: 5 || Log posterior: -261172.85599533844 || Iter Time:0.006506919860839844 || Total time:22.881532430648804 Iteration: 52 || Clusters count: 5 || Log posterior: -261159.88059754964 || Iter Time:0.0063970088958740234 || Total time:22.887929439544678 Iteration: 53 || Clusters count: 5 || Log posterior: -261173.47373970758 || Iter Time:0.00621795654296875 || Total time:22.894147396087646 Iteration: 54 || Clusters count: 5 || Log posterior: -261154.84256020558 || Iter Time:0.006391048431396484 || Total time:22.900538444519043 Iteration: 55 || Clusters count: 6 || Log posterior: -260540.087455142 || Iter Time:0.007287025451660156 || Total time:22.907825469970703 Iteration: 56 || Clusters count: 6 || Log posterior: -260477.62419426735 || Iter Time:0.006521940231323242 || Total time:22.914347410202026 Iteration: 57 || Clusters count: 7 || Log posterior: -260131.56529916698 || Iter Time:0.0076351165771484375 || Total time:22.921982526779175 Iteration: 58 || Clusters count: 7 || Log posterior: -260045.21574524353 || Iter Time:0.006906986236572266 || Total time:22.928889513015747 Iteration: 59 || Clusters count: 7 || Log posterior: -260036.1154708836 || Iter Time:0.006769895553588867 || Total time:22.935659408569336 Iteration: 60 || Clusters count: 7 || Log posterior: -260035.32572399947 || Iter Time:0.006716012954711914 || Total time:22.942375421524048 Iteration: 61 || Clusters count: 7 || Log posterior: -260015.0429457049 || Iter Time:0.007750988006591797 || Total time:22.95012640953064 Iteration: 62 || Clusters count: 7 || Log posterior: -259972.21037642146 || Iter Time:0.008082866668701172 || Total time:22.95820927619934 Loading and distributing data: 0.001181 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 10 || Log posterior: -258813.42115944021 || Iter Time:0.0352480411529541 || Total time:22.993457317352295 Iteration: 64 || Clusters count: 10 || Log posterior: -258531.55219014979 || Iter Time:0.007866859436035156 || Total time:23.00132417678833 Iteration: 65 || Clusters count: 10 || Log posterior: -258510.45814721382 || Iter Time:0.007781982421875 || Total time:23.009106159210205 Iteration: 66 || Clusters count: 10 || Log posterior: -258495.10482624848 || Iter Time:0.007926225662231445 || Total time:23.017032384872437 Iteration: 67 || Clusters count: 10 || Log posterior: -258495.27415127447 || Iter Time:0.007829904556274414 || Total time:23.02486228942871 Iteration: 68 || Clusters count: 10 || Log posterior: -258481.45310688537 || Iter Time:0.007946014404296875 || Total time:23.032808303833008 Iteration: 69 || Clusters count: 10 || Log posterior: -258470.04530647947 || Iter Time:0.007854938507080078 || Total time:23.040663242340088 Iteration: 70 || Clusters count: 10 || Log posterior: -258473.47572334667 || Iter Time:0.8658308982849121 || Total time:23.906494140625 Iteration: 71 || Clusters count: 10 || Log posterior: -258459.69274802276 || Iter Time:0.008831977844238281 || Total time:23.91532611846924 Iteration: 72 || Clusters count: 11 || Log posterior: -258091.03331297025 || Iter Time:0.009768962860107422 || Total time:23.925095081329346 Iteration: 73 || Clusters count: 11 || Log posterior: -258056.66533072255 || Iter Time:0.022738933563232422 || Total time:23.947834014892578 Iteration: 74 || Clusters count: 11 || Log posterior: -258056.87911751706 || Iter Time:0.008975982666015625 || Total time:23.956809997558594 Iteration: 75 || Clusters count: 11 || Log posterior: -258052.55751323278 || Iter Time:0.008928060531616211 || Total time:23.96573805809021 Iteration: 76 || Clusters count: 11 || Log posterior: -258051.61234869398 || Iter Time:0.02409505844116211 || Total time:23.989833116531372 Iteration: 77 || Clusters count: 11 || Log posterior: -258037.60434018107 || Iter Time:0.00923013687133789 || Total time:23.99906325340271 Iteration: 78 || Clusters count: 11 || Log posterior: -258060.64098279906 || Iter Time:0.010823965072631836 || Total time:24.009887218475342 Iteration: 79 || Clusters count: 11 || Log posterior: -258041.30099313366 || Iter Time:0.010535955429077148 || Total time:24.02042317390442 Iteration: 80 || Clusters count: 11 || Log posterior: -258036.92536992818 || Iter Time:0.010804176330566406 || Total time:24.031227350234985 Iteration: 81 || Clusters count: 12 || Log posterior: -257676.51856241006 || Iter Time:0.011315107345581055 || Total time:24.042542457580566 Iteration: 82 || Clusters count: 12 || Log posterior: -257629.86409055695 || Iter Time:0.011111974716186523 || Total time:24.053654432296753 Iteration: 83 || Clusters count: 12 || Log posterior: -257610.96445694115 || Iter Time:0.010254144668579102 || Total time:24.063908576965332 Loading and distributing data: 0.000835 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 16 || Log posterior: -256406.67475006936 || Iter Time:0.013117074966430664 || Total time:24.077025651931763 Iteration: 85 || Clusters count: 16 || Log posterior: -256218.7644946437 || Iter Time:0.01080012321472168 || Total time:24.087825775146484 Iteration: 86 || Clusters count: 16 || Log posterior: -256210.38525547748 || Iter Time:0.024363994598388672 || Total time:24.112189769744873 Iteration: 87 || Clusters count: 17 || Log posterior: -255773.2202100405 || Iter Time:0.012015819549560547 || Total time:24.124205589294434 Iteration: 88 || Clusters count: 17 || Log posterior: -255760.62267340146 || Iter Time:0.011532068252563477 || Total time:24.135737657546997 Iteration: 89 || Clusters count: 17 || Log posterior: -255756.6164701665 || Iter Time:0.011356115341186523 || Total time:24.147093772888184 Iteration: 90 || Clusters count: 17 || Log posterior: -255761.9204036382 || Iter Time:0.012125015258789062 || Total time:24.159218788146973 Iteration: 91 || Clusters count: 17 || Log posterior: -255762.18045370153 || Iter Time:0.01210784912109375 || Total time:24.171326637268066 Iteration: 92 || Clusters count: 17 || Log posterior: -255759.4233763862 || Iter Time:0.011577129364013672 || Total time:24.18290376663208 Iteration: 93 || Clusters count: 17 || Log posterior: -255736.06780777485 || Iter Time:0.015871047973632812 || Total time:24.198774814605713 Iteration: 94 || Clusters count: 17 || Log posterior: -255693.89619580988 || Iter Time:0.011713027954101562 || Total time:24.210487842559814 Iteration: 95 || Clusters count: 18 || Log posterior: -255419.2214112452 || Iter Time:0.013107061386108398 || Total time:24.223594903945923 Iteration: 96 || Clusters count: 18 || Log posterior: -255291.21948659647 || Iter Time:0.012542963027954102 || Total time:24.236137866973877 Iteration: 97 || Clusters count: 18 || Log posterior: -255267.0012371682 || Iter Time:0.012623071670532227 || Total time:24.24876093864441 Iteration: 98 || Clusters count: 18 || Log posterior: -255260.47112147347 || Iter Time:0.012928962707519531 || Total time:24.26168990135193 Iteration: 99 || Clusters count: 18 || Log posterior: -255256.132197592 || Iter Time:0.020987987518310547 || Total time:24.28267788887024 Iteration: 100 || Clusters count: 18 || Log posterior: -255265.7341254582 || Iter Time:0.0169069766998291 || Total time:24.29958486557007 Iteration: 101 || Clusters count: 18 || Log posterior: -255259.7463633921 || Iter Time:0.01727890968322754 || Total time:24.316863775253296 Iteration: 102 || Clusters count: 18 || Log posterior: -255257.76825901025 || Iter Time:0.018170833587646484 || Total time:24.335034608840942 Iteration: 103 || Clusters count: 18 || Log posterior: -255255.25861354326 || Iter Time:0.022228002548217773 || Total time:24.35726261138916 Iteration: 104 || Clusters count: 18 || Log posterior: -255250.5382899233 || Iter Time:0.016328096389770508 || Total time:24.37359070777893 Loading and distributing data: 0.000792 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 19 || Log posterior: -254720.12814665487 || Iter Time:0.017578125 || Total time:24.39116883277893 Iteration: 106 || Clusters count: 19 || Log posterior: -254663.93249658015 || Iter Time:0.021654129028320312 || Total time:24.41282296180725 Iteration: 107 || Clusters count: 19 || Log posterior: -254661.68550453888 || Iter Time:0.018473148345947266 || Total time:24.4312961101532 Iteration: 108 || Clusters count: 19 || Log posterior: -254666.75398701828 || Iter Time:0.018574953079223633 || Total time:24.449871063232422 Iteration: 109 || Clusters count: 19 || Log posterior: -254670.71232316134 || Iter Time:0.022177934646606445 || Total time:24.47204899787903 Iteration: 110 || Clusters count: 19 || Log posterior: -254662.8616186449 || Iter Time:0.019865989685058594 || Total time:24.491914987564087 Iteration: 111 || Clusters count: 19 || Log posterior: -254665.80128729256 || Iter Time:0.018980026245117188 || Total time:24.510895013809204 Iteration: 112 || Clusters count: 19 || Log posterior: -254662.63033351305 || Iter Time:0.02260303497314453 || Total time:24.53349804878235 Iteration: 113 || Clusters count: 19 || Log posterior: -254666.25278840377 || Iter Time:0.01952815055847168 || Total time:24.55302619934082 Iteration: 114 || Clusters count: 19 || Log posterior: -254670.21298806448 || Iter Time:0.01888108253479004 || Total time:24.57190728187561 Iteration: 115 || Clusters count: 19 || Log posterior: -254661.44257544956 || Iter Time:0.02380084991455078 || Total time:24.59570813179016 Iteration: 116 || Clusters count: 19 || Log posterior: -254673.40024663712 || Iter Time:0.020246028900146484 || Total time:24.615954160690308 Iteration: 117 || Clusters count: 19 || Log posterior: -254662.8442420828 || Iter Time:0.02052593231201172 || Total time:24.63648009300232 Iteration: 118 || Clusters count: 19 || Log posterior: -254658.13973914934 || Iter Time:0.02324199676513672 || Total time:24.659722089767456 Iteration: 119 || Clusters count: 19 || Log posterior: -254658.81171657096 || Iter Time:0.019110918045043945 || Total time:24.6788330078125 Iteration: 120 || Clusters count: 20 || Log posterior: -254299.20550486774 || Iter Time:0.022364139556884766 || Total time:24.701197147369385 Iteration: 121 || Clusters count: 20 || Log posterior: -254280.96393281242 || Iter Time:0.02568793296813965 || Total time:24.726885080337524 Iteration: 122 || Clusters count: 20 || Log posterior: -254277.94651749168 || Iter Time:0.021792888641357422 || Total time:24.748677968978882 Iteration: 123 || Clusters count: 20 || Log posterior: -254277.24945402358 || Iter Time:0.022253036499023438 || Total time:24.770931005477905 Iteration: 124 || Clusters count: 20 || Log posterior: -254272.56727512245 || Iter Time:0.02650904655456543 || Total time:24.79744005203247 Iteration: 125 || Clusters count: 20 || Log posterior: -254272.56727512245 || Iter Time:0.02048206329345703 || Total time:24.817922115325928 Loading and distributing data: 0.000808 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -254591.15447126448 || Iter Time:0.025552988052368164 || Total time:24.843475103378296 Iteration: 127 || Clusters count: 20 || Log posterior: -254572.07639017756 || Iter Time:0.022462129592895508 || Total time:24.86593723297119 Iteration: 128 || Clusters count: 20 || Log posterior: -254572.07639017756 || Iter Time:0.022233009338378906 || Total time:24.88817024230957 Iteration: 129 || Clusters count: 20 || Log posterior: -254569.4334728249 || Iter Time:0.025291919708251953 || Total time:24.913462162017822 Iteration: 130 || Clusters count: 20 || Log posterior: -254568.54167649487 || Iter 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count: 20 || Log posterior: -254514.96092225306 || Iter Time:0.026561975479125977 || Total time:25.694673538208008 Iteration: 159 || Clusters count: 20 || Log posterior: -254515.4356724914 || Iter Time:0.02606201171875 || Total time:25.720735549926758 Iteration: 160 || Clusters count: 20 || Log posterior: -254520.42779214916 || Iter Time:0.02917003631591797 || Total time:25.749905586242676 Iteration: 161 || Clusters count: 20 || Log posterior: -254512.03006614174 || Iter Time:0.025007009506225586 || Total time:25.7749125957489 Iteration: 162 || Clusters count: 20 || Log posterior: -254517.89585273116 || Iter Time:0.029751062393188477 || Total time:25.80466365814209 Iteration: 163 || Clusters count: 20 || Log posterior: -254513.25672225867 || Iter Time:0.02564692497253418 || Total time:25.830310583114624 Iteration: 164 || Clusters count: 20 || Log posterior: -254511.5553159034 || Iter Time:0.02706599235534668 || Total time:25.85737657546997 Iteration: 165 || Clusters count: 20 || Log posterior: -254511.5553159034 || Iter Time:0.032733917236328125 || Total time:25.8901104927063 Iteration: 166 || Clusters count: 20 || Log posterior: -254511.13148662282 || Iter Time:0.02680802345275879 || Total time:25.916918516159058 Iteration: 167 || Clusters count: 20 || Log posterior: -254511.13148662282 || Iter Time:0.024060964584350586 || Total time:25.940979480743408 Loading and distributing data: 0.000717 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -254383.77509700286 || Iter Time:0.024985074996948242 || Total time:25.965964555740356 Iteration: 169 || Clusters count: 20 || Log posterior: -254352.22733898758 || Iter Time:0.02192401885986328 || Total time:25.98788857460022 Iteration: 170 || Clusters count: 20 || Log posterior: -254354.46083858138 || Iter Time:0.02621006965637207 || Total time:26.014098644256592 Iteration: 171 || Clusters count: 20 || Log posterior: -254352.22733898758 || Iter Time:0.02222919464111328 || Total 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time:26.382115602493286 Iteration: 186 || Clusters count: 20 || Log posterior: -254350.09100173705 || Iter Time:0.029954910278320312 || Total time:26.412070512771606 Iteration: 187 || Clusters count: 20 || Log posterior: -254350.09100173705 || Iter Time:0.02584981918334961 || Total time:26.437920331954956 Iteration: 188 || Clusters count: 20 || Log posterior: -254350.09100173705 || Iter Time:0.02388310432434082 || Total time:26.461803436279297 Loading and distributing data: 0.000724 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254813.5054420996 || Iter Time:0.028373003005981445 || Total time:26.49017643928528 Iteration: 190 || Clusters count: 20 || Log posterior: -254801.89446870418 || Iter Time:0.022513151168823242 || Total time:26.5126895904541 Iteration: 191 || Clusters count: 20 || Log posterior: -254809.99245249957 || Iter Time:0.02632308006286621 || Total time:26.539012670516968 Iteration: 192 || Clusters count: 20 || Log posterior: -254805.01849107156 || Iter Time:0.022211790084838867 || Total time:26.561224460601807 Iteration: 193 || Clusters count: 20 || Log posterior: -254802.7660709921 || Iter Time:0.022450923919677734 || Total time:26.583675384521484 Iteration: 194 || Clusters count: 20 || Log posterior: -254801.16618848452 || Iter Time:0.025568008422851562 || Total time:26.609243392944336 Iteration: 195 || Clusters count: 20 || Log posterior: -254804.62948056366 || Iter Time:0.0234529972076416 || Total time:26.632696390151978 Iteration: 196 || Clusters count: 20 || Log posterior: -254804.86676682282 || Iter Time:0.021906137466430664 || Total time:26.654602527618408 Iteration: 197 || Clusters count: 20 || Log posterior: -254803.64721643025 || Iter Time:0.02649688720703125 || Total time:26.68109941482544 Iteration: 198 || Clusters count: 20 || Log posterior: -254801.61925198033 || Iter Time:0.022732973098754883 || Total time:26.703832387924194 Iteration: 199 || Clusters count: 20 || Log posterior: -254803.08069839433 || Iter Time:0.022480010986328125 || Total time:26.726312398910522 Iteration: 200 || Clusters count: 20 || Log posterior: -254812.4196631084 || Iter Time:0.026980876922607422 || Total time:26.75329327583313 Iteration: 201 || Clusters count: 20 || Log posterior: -254802.19224412576 || Iter Time:0.022116899490356445 || Total time:26.775410175323486 Iteration: 202 || Clusters count: 20 || Log posterior: -254804.48511270538 || Iter Time:0.022069931030273438 || Total time:26.79748010635376 Iteration: 203 || Clusters count: 20 || Log posterior: -254804.48511270538 || Iter Time:0.025903940200805664 || Total time:26.823384046554565 Iteration: 204 || Clusters count: 20 || Log posterior: -254803.13068803406 || Iter Time:0.025655031204223633 || Total time:26.84903907775879 Iteration: 205 || Clusters count: 20 || Log posterior: -254805.5579572101 || Iter Time:0.029162883758544922 || Total time:26.878201961517334 Iteration: 206 || Clusters count: 20 || Log posterior: -254802.10035246584 || Iter Time:0.026134014129638672 || Total time:26.904335975646973 Iteration: 207 || Clusters count: 20 || Log posterior: -254804.84938932446 || Iter Time:0.026289939880371094 || Total time:26.930625915527344 Iteration: 208 || Clusters count: 20 || Log posterior: -254807.56369638105 || Iter Time:0.029855012893676758 || Total time:26.96048092842102 Iteration: 209 || Clusters count: 20 || Log posterior: -254801.98014814942 || Iter Time:0.023767948150634766 || Total time:26.984248876571655 NMI: 0.8165034118251725 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m27.7s [43216, 41189, 43029, 19533, 187324, 5618, 25580, 6585, 125288, 20136, 48524, 46120, 72356, 19585, 82127, 3972, 28243, 7316, 31275, 142984] Loading and distributing data: 0.000248 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7161.185533457707 || Iter Time:5.009589195251465 || Total time:5.009589195251465 Iteration: 1 || Clusters count: 1 || Log posterior: -7161.185533457707 || Iter Time:0.0023200511932373047 || Total time:5.011909246444702 Iteration: 2 || Clusters count: 1 || Log posterior: -7161.185533457707 || Iter Time:0.0015680789947509766 || Total time:5.013477325439453 Iteration: 3 || Clusters count: 1 || Log posterior: -7161.185533457707 || Iter Time:0.001394033432006836 || Total time:5.01487135887146 Iteration: 4 || Clusters count: 1 || Log posterior: -7161.185533457707 || Iter Time:0.0013859272003173828 || Total time:5.016257286071777 Iteration: 5 || Clusters count: 1 || Log posterior: -7161.185533457707 || Iter Time:0.0015201568603515625 || Total time:5.017777442932129 Iteration: 6 || Clusters count: 1 || Log posterior: -7161.185533457707 || Iter Time:0.0014281272888183594 || Total time:5.019205570220947 Iteration: 7 || Clusters count: 1 || Log posterior: -7161.185533457707 || Iter Time:0.0014519691467285156 || Total time:5.020657539367676 Iteration: 8 || Clusters count: 2 || Log posterior: -6554.077264812503 || Iter Time:0.16253900527954102 || Total time:5.183196544647217 Iteration: 9 || Clusters count: 2 || Log posterior: -6540.019879590717 || Iter Time:0.002145051956176758 || Total time:5.1853415966033936 Iteration: 10 || Clusters count: 2 || Log posterior: -6538.009549926621 || Iter Time:0.0019621849060058594 || Total time:5.187303781509399 Iteration: 11 || Clusters count: 2 || Log posterior: -6538.009549926621 || Iter Time:0.001870870590209961 || Total time:5.189174652099609 Iteration: 12 || Clusters count: 2 || Log posterior: -6538.009549926621 || Iter Time:0.0019068717956542969 || Total time:5.191081523895264 Iteration: 13 || Clusters count: 2 || Log posterior: -6538.009549926621 || Iter Time:0.0018529891967773438 || Total time:5.192934513092041 Iteration: 14 || Clusters count: 2 || Log posterior: -6538.009549926621 || Iter Time:0.0018420219421386719 || Total time:5.19477653503418 Iteration: 15 || Clusters count: 2 || Log posterior: -6538.009549926621 || Iter Time:0.0019490718841552734 || Total time:5.196725606918335 Iteration: 16 || Clusters count: 2 || Log posterior: -6538.009549926621 || Iter Time:0.0018110275268554688 || Total time:5.19853663444519 Iteration: 17 || Clusters count: 2 || Log posterior: -6538.009549926621 || Iter Time:0.00179290771484375 || Total time:5.200329542160034 Iteration: 18 || Clusters count: 3 || Log posterior: -6169.98080657742 || Iter Time:0.003988981246948242 || Total time:5.204318523406982 Iteration: 19 || Clusters count: 3 || Log posterior: -6166.274219864104 || Iter Time:0.002313852310180664 || Total time:5.206632375717163 Iteration: 20 || Clusters count: 3 || Log posterior: -6180.624473459217 || Iter Time:0.002196073532104492 || Total time:5.208828449249268 Iteration: 21 || Clusters count: 3 || Log posterior: -6176.361441486509 || Iter Time:0.002171039581298828 || Total time:5.210999488830566 Iteration: 22 || Clusters count: 3 || Log posterior: -6175.334074023915 || 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Total time:5.322206258773804 Iteration: 30 || Clusters count: 4 || Log posterior: -5992.352757105059 || Iter Time:1.7640018463134766 || Total time:7.08620810508728 true [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] Loading and distributing data: 0.000239 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 4 || Log posterior: -5802.636610813133 || Iter Time:0.032618045806884766 || Total time:7.118826150894165 Iteration: 32 || Clusters count: 4 || Log posterior: -5801.871377347116 || Iter Time:0.004551887512207031 || Total time:7.123378038406372 Loading and distributing data: 0.000126 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 4 || Log posterior: -4941.466463870665 || Iter Time:0.003078937530517578 || Total time:7.12645697593689 Iteration: 34 || Clusters count: 4 || Log posterior: -4939.597460658161 || Iter Time:0.004537105560302734 || Total time:7.130994081497192 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 4 || Log posterior: -4707.089749819858 || Iter Time:0.0030629634857177734 || Total time:7.13405704498291 Iteration: 36 || Clusters count: 4 || Log posterior: -4698.515859445766 || Iter Time:0.0044782161712646484 || Total time:7.138535261154175 Loading and distributing data: 0.000116 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 4 || Log posterior: -4677.409058567788 || Iter 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Iteration: 299 || Clusters count: 11 || Log posterior: -3986.4592556368325 || Iter Time:0.009992122650146484 || Total time:9.981447458267212 Iteration: 300 || Clusters count: 11 || Log posterior: -3977.407100814436 || Iter Time:0.013258934020996094 || Total time:9.994706392288208 Loading and distributing data: 0.000130 seconds (128 allocations: 13.180 KiB) Iteration: 301 || Clusters count: 11 || Log posterior: -3942.584559916468 || Iter Time:0.009639978408813477 || Total time:10.004346370697021 Iteration: 302 || Clusters count: 11 || Log posterior: -3937.468164900003 || Iter Time:0.0133819580078125 || Total time:10.017728328704834 Loading and distributing data: 0.000132 seconds (128 allocations: 13.180 KiB) Iteration: 303 || Clusters count: 11 || Log posterior: -3905.068620232276 || Iter Time:0.00987696647644043 || Total time:10.027605295181274 Iteration: 304 || Clusters count: 11 || Log posterior: -3897.3245209578745 || Iter Time:0.013259172439575195 || Total time:10.04086446762085 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Iteration: 371 || Clusters count: 12 || Log posterior: -3933.699045085389 || Iter Time:0.010985136032104492 || Total time:10.818805932998657 Iteration: 372 || Clusters count: 12 || Log posterior: -3931.4452205033517 || Iter Time:0.03326916694641113 || Total time:10.852075099945068 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 373 || Clusters count: 12 || Log posterior: -3936.78312903221 || Iter Time:0.009823083877563477 || Total time:10.861898183822632 Iteration: 374 || Clusters count: 12 || Log posterior: -3920.786124636335 || Iter Time:0.013869047164916992 || Total time:10.875767230987549 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 375 || Clusters count: 12 || Log posterior: -3944.908067479365 || Iter Time:0.009758949279785156 || Total time:10.885526180267334 Iteration: 376 || Clusters count: 12 || Log posterior: -3914.663243046646 || Iter Time:0.013876199722290039 || Total time:10.899402379989624 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-3927.479188482043 || Iter Time:0.0329592227935791 || Total time:11.288416385650635 Loading and distributing data: 0.000142 seconds (129 allocations: 13.227 KiB) Iteration: 405 || Clusters count: 12 || Log posterior: -3962.3062973344718 || Iter Time:0.012089967727661133 || Total time:11.300506353378296 Iteration: 406 || Clusters count: 12 || Log posterior: -3947.812608866135 || Iter Time:0.01532602310180664 || Total time:11.315832376480103 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 407 || Clusters count: 12 || Log posterior: -3977.285968360774 || Iter Time:0.012015819549560547 || Total time:11.327848196029663 Iteration: 408 || Clusters count: 12 || Log posterior: -3965.4368560008074 || Iter Time:0.015558004379272461 || Total time:11.343406200408936 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 409 || Clusters count: 12 || Log posterior: -3978.82438799154 || Iter Time:0.01141500473022461 || Total 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Iteration: 432 || Clusters count: 12 || Log posterior: -3892.6114997899954 || Iter Time:0.016077041625976562 || Total time:11.667608976364136 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 433 || Clusters count: 12 || Log posterior: -3903.553638697274 || Iter Time:0.012120962142944336 || Total time:11.67972993850708 Iteration: 434 || Clusters count: 12 || Log posterior: -3884.8430570156543 || Iter Time:0.016258955001831055 || Total time:11.695988893508911 Loading and distributing data: 0.000141 seconds (129 allocations: 13.227 KiB) Iteration: 435 || Clusters count: 12 || Log posterior: -3933.8856439625647 || Iter Time:0.030770063400268555 || Total time:11.72675895690918 Iteration: 436 || Clusters count: 12 || Log posterior: -3920.206675515588 || Iter Time:0.0157928466796875 || Total time:11.742551803588867 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 437 || Clusters count: 12 || Log posterior: 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-3863.827017168983 || Iter Time:0.01421809196472168 || Total time:12.309852838516235 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 477 || Clusters count: 13 || Log posterior: -3909.225267566756 || Iter Time:0.011247873306274414 || Total time:12.32110071182251 Iteration: 478 || Clusters count: 13 || Log posterior: -3894.0398057142097 || Iter Time:0.014746904373168945 || Total time:12.335847616195679 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 479 || Clusters count: 12 || Log posterior: -3925.2028413660573 || Iter Time:0.01094198226928711 || Total time:12.346789598464966 Iteration: 480 || Clusters count: 12 || Log posterior: -3902.6385423480583 || Iter Time:0.014760017395019531 || Total time:12.361549615859985 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 481 || Clusters count: 12 || Log posterior: -3856.373040383113 || Iter Time:0.010627985000610352 || Total 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Iteration: 537 || Clusters count: 12 || Log posterior: -3960.4061367396425 || Iter Time:0.011451959609985352 || Total time:13.155983209609985 Iteration: 538 || Clusters count: 12 || Log posterior: -3950.810699020586 || Iter Time:0.015118837356567383 || Total time:13.171102046966553 Loading and distributing data: 0.000160 seconds (129 allocations: 13.195 KiB) Iteration: 539 || Clusters count: 12 || Log posterior: -3967.6374326466153 || Iter Time:0.011733055114746094 || Total time:13.182835102081299 Iteration: 540 || Clusters count: 12 || Log posterior: -3948.185956442042 || Iter Time:0.015666961669921875 || Total time:13.19850206375122 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 541 || Clusters count: 12 || Log posterior: -3878.8692743837664 || Iter Time:0.011609077453613281 || Total time:13.210111141204834 Iteration: 542 || Clusters count: 12 || Log posterior: -3860.2277392470305 || Iter Time:0.015926122665405273 || Total 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Iteration: 559 || Clusters count: 12 || Log posterior: -3879.422737449494 || Iter Time:0.01201009750366211 || Total time:13.474413633346558 Iteration: 560 || Clusters count: 12 || Log posterior: -3867.855960570379 || Iter Time:0.016031980514526367 || Total time:13.490445613861084 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 561 || Clusters count: 12 || Log posterior: -3912.5461625777366 || Iter Time:0.012154817581176758 || Total time:13.50260043144226 Iteration: 562 || Clusters count: 12 || Log posterior: -3902.390366331653 || Iter Time:0.015465974807739258 || Total time:13.51806640625 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 563 || Clusters count: 12 || Log posterior: -3978.938595194065 || Iter Time:0.01271510124206543 || Total time:13.530781507492065 Iteration: 564 || Clusters count: 12 || Log posterior: -3969.430195046669 || Iter Time:0.016846895217895508 || Total time:13.547628402709961 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-3927.4650294059643 || Iter Time:0.011193037033081055 || Total time:14.088533639907837 Iteration: 604 || Clusters count: 12 || Log posterior: -3908.8594937537446 || Iter Time:0.014881134033203125 || Total time:14.10341477394104 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 605 || Clusters count: 12 || Log posterior: -3936.660511407271 || Iter Time:0.01102304458618164 || Total time:14.114437818527222 Iteration: 606 || Clusters count: 12 || Log posterior: -3913.711857436618 || Iter Time:0.014719009399414062 || Total time:14.129156827926636 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 607 || Clusters count: 12 || Log posterior: -3933.467010499802 || Iter Time:0.011514902114868164 || Total time:14.140671730041504 Iteration: 608 || Clusters count: 12 || Log posterior: -3925.8653210675575 || Iter Time:0.014961004257202148 || Total time:14.155632734298706 Loading and distributing data: 0.000133 seconds (129 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Iteration: 631 || Clusters count: 12 || Log posterior: -3913.524898205355 || Iter Time:0.010066986083984375 || Total time:14.462708473205566 Iteration: 632 || Clusters count: 12 || Log posterior: -3905.089135182697 || Iter Time:0.014745950698852539 || Total time:14.477454423904419 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 633 || Clusters count: 12 || Log posterior: -3939.928985444697 || Iter Time:0.010679960250854492 || Total time:14.488134384155273 Iteration: 634 || Clusters count: 12 || Log posterior: -3926.0568810752534 || Iter Time:0.01515817642211914 || Total time:14.503292560577393 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 635 || Clusters count: 12 || Log posterior: -3894.8519776694507 || Iter Time:0.011722087860107422 || Total time:14.5150146484375 Iteration: 636 || Clusters count: 12 || Log posterior: -3886.098159119889 || Iter Time:0.01530003547668457 || Total time:14.530314683914185 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12 || Log posterior: -3960.921364874026 || Iter Time:0.01465296745300293 || Total time:16.277848958969116 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 765 || Clusters count: 12 || Log posterior: -3960.2302357188323 || Iter Time:0.01081705093383789 || Total time:16.288666009902954 Iteration: 766 || Clusters count: 12 || Log posterior: -3951.456939447539 || Iter Time:0.014866113662719727 || Total time:16.303532123565674 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 767 || Clusters count: 12 || Log posterior: -3944.2281126386993 || Iter Time:0.011114120483398438 || Total time:16.314646244049072 Iteration: 768 || Clusters count: 12 || Log posterior: -3935.8836981228355 || Iter Time:0.03126811981201172 || Total time:16.345914363861084 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 769 || Clusters count: 12 || Log posterior: -3935.532959034755 || Iter 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Iteration: 775 || Clusters count: 12 || Log posterior: -3947.67442732332 || Iter Time:0.011013031005859375 || Total time:16.433185815811157 Iteration: 776 || Clusters count: 12 || Log posterior: -3931.71574769306 || Iter Time:0.014515876770019531 || Total time:16.447701692581177 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 777 || Clusters count: 12 || Log posterior: -3952.7760798966788 || Iter Time:0.010549068450927734 || Total time:16.458250761032104 Iteration: 778 || Clusters count: 12 || Log posterior: -3925.373263857378 || Iter Time:0.015096902847290039 || Total time:16.473347663879395 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 779 || Clusters count: 12 || Log posterior: -3970.267850226553 || Iter Time:0.010138988494873047 || Total time:16.483486652374268 Iteration: 780 || Clusters count: 12 || Log posterior: -3957.6194084892077 || Iter Time:0.014019966125488281 || Total 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12 || Log posterior: -3964.4934498341163 || Iter Time:0.01356196403503418 || Total time:16.56865620613098 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 787 || Clusters count: 12 || Log posterior: -3945.9538654976973 || Iter Time:0.009116888046264648 || Total time:16.577773094177246 Iteration: 788 || Clusters count: 12 || Log posterior: -3931.062083191172 || Iter Time:0.013588190078735352 || Total time:16.59136128425598 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 789 || Clusters count: 12 || Log posterior: -3984.7221296520506 || Iter Time:0.009060859680175781 || Total time:16.600422143936157 Iteration: 790 || Clusters count: 12 || Log posterior: -3961.834687468701 || Iter Time:0.013940811157226562 || Total time:16.614362955093384 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 791 || Clusters count: 12 || Log posterior: -3949.0036289742147 || Iter 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Iteration: 797 || Clusters count: 12 || Log posterior: -3939.994034986017 || Iter Time:0.010439872741699219 || Total time:16.69791841506958 Iteration: 798 || Clusters count: 12 || Log posterior: -3923.1196285632677 || Iter Time:0.014425039291381836 || Total time:16.712343454360962 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 799 || Clusters count: 12 || Log posterior: -3961.550755234663 || Iter Time:0.02880406379699707 || Total time:16.74114751815796 Iteration: 800 || Clusters count: 12 || Log posterior: -3958.2767131557302 || Iter Time:0.01536107063293457 || Total time:16.756508588790894 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 801 || Clusters count: 12 || Log posterior: -3993.0657107053994 || Iter Time:0.011070966720581055 || Total time:16.767579555511475 Iteration: 802 || Clusters count: 12 || Log posterior: -3976.627227404311 || Iter Time:0.014808893203735352 || Total time:16.78238844871521 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-3912.316803444471 || Iter Time:0.011115074157714844 || Total time:17.304441928863525 Iteration: 842 || Clusters count: 12 || Log posterior: -3882.529707856043 || Iter Time:0.014919042587280273 || Total time:17.319360971450806 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 843 || Clusters count: 12 || Log posterior: -3914.3601086340373 || Iter Time:0.010898828506469727 || Total time:17.330259799957275 Iteration: 844 || Clusters count: 12 || Log posterior: -3888.0017811913226 || Iter Time:0.014934062957763672 || Total time:17.34519386291504 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 845 || Clusters count: 12 || Log posterior: -3931.6938757869125 || Iter Time:0.011525869369506836 || Total time:17.356719732284546 Iteration: 846 || Clusters count: 12 || Log posterior: -3923.1252642494906 || Iter Time:0.015156984329223633 || Total time:17.37187671661377 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 847 || Clusters count: 12 || Log posterior: -3926.6598872038353 || Iter Time:0.011366844177246094 || Total time:17.383243560791016 Iteration: 848 || Clusters count: 12 || Log posterior: -3921.705010800878 || Iter Time:0.015533924102783203 || Total time:17.3987774848938 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 849 || Clusters count: 12 || Log posterior: -3932.4670262261598 || Iter Time:0.011884927749633789 || Total time:17.410662412643433 Iteration: 850 || Clusters count: 12 || Log posterior: -3912.3268278170763 || Iter Time:0.0158841609954834 || Total time:17.426546573638916 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 851 || Clusters count: 12 || Log posterior: -3889.2975777291103 || Iter Time:0.011529922485351562 || Total time:17.438076496124268 Iteration: 852 || Clusters count: 12 || Log posterior: -3880.696519003828 || Iter Time:0.015642881393432617 || Total time:17.4537193775177 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 853 || Clusters count: 12 || Log posterior: -3882.092132344608 || Iter Time:0.012550830841064453 || Total time:17.466270208358765 Iteration: 854 || Clusters count: 12 || Log posterior: -3872.0550576405767 || Iter Time:0.014358997344970703 || Total time:17.480629205703735 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 855 || Clusters count: 12 || Log posterior: -3870.967937481876 || Iter Time:0.011093854904174805 || Total time:17.49172306060791 Iteration: 856 || Clusters count: 12 || Log posterior: -3858.693220433377 || Iter Time:0.014552116394042969 || Total time:17.506275177001953 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 857 || Clusters count: 12 || Log posterior: -3890.32849738876 || Iter Time:0.010621786117553711 || Total time:17.516896963119507 Iteration: 858 || Clusters 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Iteration: 869 || Clusters count: 12 || Log posterior: -3888.6311617343504 || Iter Time:0.010595083236694336 || Total time:17.740862131118774 Iteration: 870 || Clusters count: 12 || Log posterior: -3863.3453340472456 || Iter Time:0.014430046081542969 || Total time:17.755292177200317 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 871 || Clusters count: 12 || Log posterior: -3899.83344294457 || Iter Time:0.010396957397460938 || Total time:17.76568913459778 Iteration: 872 || Clusters count: 12 || Log posterior: -3891.05936596128 || Iter Time:0.014623880386352539 || Total time:17.78031301498413 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 873 || Clusters count: 12 || Log posterior: -3955.2892719756665 || Iter Time:0.011188030242919922 || Total time:17.79150104522705 Iteration: 874 || Clusters count: 12 || Log posterior: -3941.0757121603783 || Iter Time:0.015566110610961914 || Total time:17.807067155838013 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Iteration: 941 || Clusters count: 12 || Log posterior: -3961.9645796591913 || Iter Time:0.01139378547668457 || Total time:18.757561683654785 Iteration: 942 || Clusters count: 12 || Log posterior: -3936.1254241206666 || Iter Time:0.015561819076538086 || Total time:18.773123502731323 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 943 || Clusters count: 12 || Log posterior: -3965.843112114272 || Iter Time:0.011510848999023438 || Total time:18.784634351730347 Iteration: 944 || Clusters count: 12 || Log posterior: -3933.1072052921068 || Iter Time:0.01537013053894043 || Total time:18.800004482269287 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 945 || Clusters count: 12 || Log posterior: -3967.624699248382 || Iter Time:0.011534929275512695 || Total time:18.8115394115448 Iteration: 946 || Clusters count: 12 || Log posterior: -3957.464082386111 || Iter Time:0.015434026718139648 || Total time:18.82697343826294 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-3899.6596972483426 || Iter Time:0.01564502716064453 || Total time:18.90768051147461 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 953 || Clusters count: 12 || Log posterior: -3951.286810434584 || Iter Time:0.011698007583618164 || Total time:18.919378519058228 Iteration: 954 || Clusters count: 12 || Log posterior: -3945.7871334568795 || Iter Time:0.015571117401123047 || Total time:18.93494963645935 Loading and distributing data: 0.000163 seconds (129 allocations: 13.195 KiB) Iteration: 955 || Clusters count: 12 || Log posterior: -3944.1773868227606 || Iter Time:0.01164698600769043 || Total time:18.94659662246704 Iteration: 956 || Clusters count: 12 || Log posterior: -3928.0882544586007 || Iter Time:0.015603065490722656 || Total time:18.962199687957764 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 957 || Clusters count: 12 || Log posterior: -3997.2613084598947 || Iter Time:0.011633157730102539 || Total 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|| Log posterior: -3963.952664292759 || Iter Time:0.011241912841796875 || Total time:19.079742670059204 Iteration: 964 || Clusters count: 12 || Log posterior: -3940.9461095474194 || Iter Time:0.015283823013305664 || Total time:19.09502649307251 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 965 || Clusters count: 12 || Log posterior: -3929.37245528945 || Iter Time:0.012845993041992188 || Total time:19.107872486114502 Iteration: 966 || Clusters count: 12 || Log posterior: -3916.2854016672677 || Iter Time:0.015848875045776367 || Total time:19.12372136116028 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 967 || Clusters count: 12 || Log posterior: -3958.620513488706 || Iter Time:0.011970996856689453 || Total time:19.135692358016968 Iteration: 968 || Clusters count: 12 || Log posterior: -3947.57098757503 || Iter Time:0.014801025390625 || Total time:19.150493383407593 Loading and distributing data: 0.000143 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Iteration: 980 || Clusters count: 12 || Log posterior: -3940.0494759037847 || Iter Time:0.015580892562866211 || Total time:19.308051347732544 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 981 || Clusters count: 12 || Log posterior: -3957.026957854484 || Iter Time:0.011965036392211914 || Total time:19.320016384124756 Iteration: 982 || Clusters count: 12 || Log posterior: -3933.1170795376856 || Iter Time:0.015375137329101562 || Total time:19.335391521453857 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 983 || Clusters count: 12 || Log posterior: -3971.888216166396 || Iter Time:0.011757135391235352 || Total time:19.347148656845093 Iteration: 984 || Clusters count: 12 || Log posterior: -3956.8326018875155 || Iter Time:0.015434026718139648 || Total time:19.362582683563232 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 985 || Clusters count: 12 || Log posterior: -3983.9203711433765 || Iter Time:0.012239217758178711 || Total time:19.37482190132141 Iteration: 986 || Clusters count: 12 || Log posterior: -3970.715015003244 || Iter Time:0.015774965286254883 || Total time:19.390596866607666 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 987 || Clusters count: 12 || Log posterior: -3999.140157943192 || Iter Time:0.011636018753051758 || Total time:19.402232885360718 Iteration: 988 || Clusters count: 12 || Log posterior: -3975.5399708587943 || Iter Time:0.016597986221313477 || Total time:19.41883087158203 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 989 || Clusters count: 12 || Log posterior: -3954.31758102465 || Iter Time:0.011533975601196289 || Total time:19.430364847183228 Iteration: 990 || Clusters count: 12 || Log posterior: -3925.97384681841 || Iter Time:0.015332937240600586 || Total time:19.445697784423828 Loading and distributing data: 0.000138 seconds (129 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|| Log posterior: -3941.9622822310566 || Iter Time:0.01532602310180664 || Total time:19.625282287597656 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1003 || Clusters count: 12 || Log posterior: -3921.975854686551 || Iter Time:0.011535167694091797 || Total time:19.636817455291748 Iteration: 1004 || Clusters count: 12 || Log posterior: -3904.6371634175457 || Iter Time:0.015299797058105469 || Total time:19.652117252349854 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1005 || Clusters count: 12 || Log posterior: -3960.844721048623 || Iter Time:0.011604070663452148 || Total time:19.663721323013306 Iteration: 1006 || Clusters count: 12 || Log posterior: -3942.4865581221165 || Iter Time:0.015082120895385742 || Total time:19.67880344390869 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1007 || Clusters count: 12 || Log posterior: -3949.3560899450454 || Iter 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KiB) Iteration: 1013 || Clusters count: 12 || Log posterior: -3898.0784891058706 || Iter Time:0.012974023818969727 || Total time:19.775622606277466 Iteration: 1014 || Clusters count: 12 || Log posterior: -3889.739633294726 || Iter Time:0.016790151596069336 || Total time:19.792412757873535 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1015 || Clusters count: 12 || Log posterior: -3868.2866483925322 || Iter Time:0.012354850769042969 || Total time:19.804767608642578 Iteration: 1016 || Clusters count: 12 || Log posterior: -3864.669803124745 || Iter Time:0.015930891036987305 || Total time:19.820698499679565 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1017 || Clusters count: 12 || Log posterior: -3917.2132987959935 || Iter Time:0.01162409782409668 || Total time:19.832322597503662 Iteration: 1018 || Clusters count: 12 || Log posterior: -3905.332899117752 || Iter Time:0.015506982803344727 || Total 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Iteration: 1057 || Clusters count: 13 || Log posterior: -3900.25554803517 || Iter Time:0.011009931564331055 || Total time:20.40789008140564 Iteration: 1058 || Clusters count: 13 || Log posterior: -3889.9567074742163 || Iter Time:0.015104055404663086 || Total time:20.422994136810303 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1059 || Clusters count: 13 || Log posterior: -3883.529680896754 || Iter Time:0.011116981506347656 || Total time:20.43411111831665 Iteration: 1060 || Clusters count: 13 || Log posterior: -3876.596532806158 || Iter Time:0.03481602668762207 || Total time:20.468927145004272 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1061 || Clusters count: 13 || Log posterior: -3870.358101792084 || Iter Time:0.010721921920776367 || Total time:20.47964906692505 Iteration: 1062 || Clusters count: 13 || Log posterior: -3847.746993871225 || Iter Time:0.01479792594909668 || Total 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Iteration: 1079 || Clusters count: 12 || Log posterior: -3963.7039230651994 || Iter Time:0.011698007583618164 || Total time:20.72788095474243 Iteration: 1080 || Clusters count: 12 || Log posterior: -3942.1420378772914 || Iter Time:0.014965057373046875 || Total time:20.74284601211548 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1081 || Clusters count: 12 || Log posterior: -3958.6925864771515 || Iter Time:0.011507987976074219 || Total time:20.754354000091553 Iteration: 1082 || Clusters count: 12 || Log posterior: -3944.953859679404 || Iter Time:0.014986038208007812 || Total time:20.76934003829956 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1083 || Clusters count: 12 || Log posterior: -3956.8138606896773 || Iter Time:0.011644840240478516 || Total time:20.78098487854004 Iteration: 1084 || Clusters count: 12 || Log posterior: -3937.3695635831864 || Iter Time:0.015263080596923828 || Total 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Iteration: 1101 || Clusters count: 12 || Log posterior: -3984.5780817512536 || Iter Time:0.011458873748779297 || Total time:21.073404550552368 Iteration: 1102 || Clusters count: 12 || Log posterior: -3969.2840293457657 || Iter Time:0.014691829681396484 || Total time:21.088096380233765 Loading and distributing data: 0.000171 seconds (129 allocations: 13.195 KiB) Iteration: 1103 || Clusters count: 12 || Log posterior: -3989.9479157780684 || Iter Time:0.011041879653930664 || Total time:21.099138259887695 Iteration: 1104 || Clusters count: 12 || Log posterior: -3972.046102865499 || Iter Time:0.01564502716064453 || Total time:21.11478328704834 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1105 || Clusters count: 12 || Log posterior: -3962.5685029418637 || Iter Time:0.01194000244140625 || Total time:21.126723289489746 Iteration: 1106 || Clusters count: 12 || Log posterior: -3947.0973232420556 || Iter Time:0.01682305335998535 || Total 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Iteration: 1211 || Clusters count: 12 || Log posterior: -3971.5003608111065 || Iter Time:0.011240959167480469 || Total time:22.610671758651733 Iteration: 1212 || Clusters count: 12 || Log posterior: -3955.6154996237756 || Iter Time:0.014806032180786133 || Total time:22.62547779083252 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1213 || Clusters count: 12 || Log posterior: -3956.844933259952 || Iter Time:0.01155400276184082 || Total time:22.63703179359436 Iteration: 1214 || Clusters count: 12 || Log posterior: -3942.831885611186 || Iter Time:0.015465974807739258 || Total time:22.6524977684021 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1215 || Clusters count: 12 || Log posterior: -3893.0882266092676 || Iter Time:0.011245012283325195 || Total time:22.663742780685425 Iteration: 1216 || Clusters count: 12 || Log posterior: -3890.5440749703434 || Iter Time:0.015105009078979492 || Total 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Iteration: 1233 || Clusters count: 12 || Log posterior: -3992.883606263685 || Iter Time:0.011000871658325195 || Total time:22.917248010635376 Iteration: 1234 || Clusters count: 12 || Log posterior: -3989.138047588235 || Iter Time:0.014675140380859375 || Total time:22.931923151016235 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1235 || Clusters count: 12 || Log posterior: -3960.956145365224 || Iter Time:0.011166095733642578 || Total time:22.943089246749878 Iteration: 1236 || Clusters count: 12 || Log posterior: -3929.0618804822916 || Iter Time:0.01479482650756836 || Total time:22.957884073257446 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1237 || Clusters count: 12 || Log posterior: -3908.6182014419373 || Iter Time:0.01111292839050293 || Total time:22.96899700164795 Iteration: 1238 || Clusters count: 12 || Log posterior: -3898.8070281490386 || Iter Time:0.014703989028930664 || Total 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Iteration: 1255 || Clusters count: 12 || Log posterior: -3854.6272785648985 || Iter Time:0.011406183242797852 || Total time:23.22282910346985 Iteration: 1256 || Clusters count: 12 || Log posterior: -3838.0585459195477 || Iter Time:0.015938997268676758 || Total time:23.238768100738525 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1257 || Clusters count: 12 || Log posterior: -3939.2050470154218 || Iter Time:0.01207590103149414 || Total time:23.25084400177002 Iteration: 1258 || Clusters count: 12 || Log posterior: -3937.6387930741284 || Iter Time:0.015150070190429688 || Total time:23.26599407196045 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1259 || Clusters count: 12 || Log posterior: -4003.1012018986075 || Iter Time:0.012319087982177734 || Total time:23.278313159942627 Iteration: 1260 || Clusters count: 12 || Log posterior: -3981.1892842001103 || Iter Time:0.015977144241333008 || Total 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Iteration: 1277 || Clusters count: 12 || Log posterior: -3933.9635253350975 || Iter Time:0.012217998504638672 || Total time:23.525655031204224 Iteration: 1278 || Clusters count: 12 || Log posterior: -3906.917369372956 || Iter Time:0.015954971313476562 || Total time:23.5416100025177 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1279 || Clusters count: 12 || Log posterior: -3937.692099067767 || Iter Time:0.011330842971801758 || Total time:23.552940845489502 Iteration: 1280 || Clusters count: 12 || Log posterior: -3926.858397309243 || Iter Time:0.014870882034301758 || Total time:23.567811727523804 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1281 || Clusters count: 12 || Log posterior: -3909.1399140154926 || Iter Time:0.011430978775024414 || Total time:23.579242706298828 Iteration: 1282 || Clusters count: 12 || Log posterior: -3901.3788954293996 || Iter Time:0.0153350830078125 || Total 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Iteration: 1299 || Clusters count: 12 || Log posterior: -3933.244095394647 || Iter Time:0.011204957962036133 || Total time:23.831223964691162 Iteration: 1300 || Clusters count: 12 || Log posterior: -3921.806533865616 || Iter Time:0.014753103256225586 || Total time:23.845977067947388 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1301 || Clusters count: 12 || Log posterior: -3953.7637326778295 || Iter Time:0.01106882095336914 || Total time:23.857045888900757 Iteration: 1302 || Clusters count: 12 || Log posterior: -3934.3238523927785 || Iter Time:0.01482081413269043 || Total time:23.871866703033447 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1303 || Clusters count: 12 || Log posterior: -3929.693270953141 || Iter Time:0.010979890823364258 || Total time:23.88284659385681 Iteration: 1304 || Clusters count: 12 || Log posterior: -3916.753352202465 || Iter Time:0.019351959228515625 || Total 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Iteration: 1343 || Clusters count: 12 || Log posterior: -3941.8388322058345 || Iter Time:0.011584043502807617 || Total time:24.437910556793213 Iteration: 1344 || Clusters count: 12 || Log posterior: -3935.408963445776 || Iter Time:0.015432119369506836 || Total time:24.45334267616272 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1345 || Clusters count: 12 || Log posterior: -3941.4126566010236 || Iter Time:0.011738061904907227 || Total time:24.465080738067627 Iteration: 1346 || Clusters count: 12 || Log posterior: -3936.513713856809 || Iter Time:0.01585078239440918 || Total time:24.480931520462036 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1347 || Clusters count: 12 || Log posterior: -3955.5877321470143 || Iter Time:0.011893033981323242 || Total time:24.49282455444336 Iteration: 1348 || Clusters count: 12 || Log posterior: -3942.216191536309 || Iter Time:0.015677928924560547 || Total 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Iteration: 1387 || Clusters count: 12 || Log posterior: -3981.534836262929 || Iter Time:0.01436305046081543 || Total time:25.082741498947144 Iteration: 1388 || Clusters count: 12 || Log posterior: -3976.9757306817924 || Iter Time:0.017688989639282227 || Total time:25.100430488586426 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1389 || Clusters count: 12 || Log posterior: -3947.62961805077 || Iter Time:0.013529062271118164 || Total time:25.113959550857544 Iteration: 1390 || Clusters count: 12 || Log posterior: -3940.107379588254 || Iter Time:0.017579078674316406 || Total time:25.13153862953186 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1391 || Clusters count: 12 || Log posterior: -3949.9799010117954 || Iter Time:0.01301717758178711 || Total time:25.144555807113647 Iteration: 1392 || Clusters count: 12 || Log posterior: -3920.348487907315 || Iter Time:0.01734304428100586 || Total 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Iteration: 1475 || Clusters count: 12 || Log posterior: -3898.2775439178035 || Iter Time:0.010854005813598633 || Total time:26.34523582458496 Iteration: 1476 || Clusters count: 12 || Log posterior: -3887.024367981319 || Iter Time:0.015516996383666992 || Total time:26.360752820968628 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1477 || Clusters count: 12 || Log posterior: -3913.4620205392953 || Iter Time:0.011529922485351562 || Total time:26.37228274345398 Iteration: 1478 || Clusters count: 12 || Log posterior: -3905.265215333643 || Iter Time:0.015594959259033203 || Total time:26.387877702713013 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1479 || Clusters count: 12 || Log posterior: -3979.7045798755394 || Iter Time:0.011562824249267578 || Total time:26.39944052696228 Iteration: 1480 || Clusters count: 12 || Log posterior: -3976.957107162536 || Iter Time:0.015427827835083008 || Total 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|| Log posterior: -3911.8136891519744 || Iter Time:0.02628183364868164 || Total time:26.90407371520996 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1509 || Clusters count: 12 || Log posterior: -3961.3938445658587 || Iter Time:0.016967058181762695 || Total time:26.921040773391724 Iteration: 1510 || Clusters count: 12 || Log posterior: -3942.2690395539835 || Iter Time:0.02495098114013672 || Total time:26.94599175453186 Loading and distributing data: 0.000260 seconds (129 allocations: 13.195 KiB) Iteration: 1511 || Clusters count: 12 || Log posterior: -3989.092240830006 || Iter Time:0.0170440673828125 || Total time:26.963035821914673 Iteration: 1512 || Clusters count: 12 || Log posterior: -3965.5859091929037 || Iter Time:0.01985311508178711 || Total time:26.98288893699646 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1513 || Clusters count: 12 || Log posterior: -3952.393516372193 || Iter 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Iteration: 1519 || Clusters count: 12 || Log posterior: -3945.536391854946 || Iter Time:0.016726970672607422 || Total time:27.11096167564392 Iteration: 1520 || Clusters count: 12 || Log posterior: -3917.599822731568 || Iter Time:0.021580934524536133 || Total time:27.132542610168457 Loading and distributing data: 0.000315 seconds (129 allocations: 13.195 KiB) Iteration: 1521 || Clusters count: 12 || Log posterior: -3975.163485771843 || Iter Time:0.01530599594116211 || Total time:27.14784860610962 Iteration: 1522 || Clusters count: 12 || Log posterior: -3961.7909117417244 || Iter Time:0.024309873580932617 || Total time:27.17215847969055 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1523 || Clusters count: 12 || Log posterior: -3970.485370253065 || Iter Time:0.042871952056884766 || Total time:27.215030431747437 Iteration: 1524 || Clusters count: 12 || Log posterior: -3964.826018068653 || Iter Time:0.01912713050842285 || Total 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Iteration: 1541 || Clusters count: 12 || Log posterior: -3958.1435683639 || Iter Time:0.015197038650512695 || Total time:27.528778791427612 Iteration: 1542 || Clusters count: 12 || Log posterior: -3947.722915964771 || Iter Time:0.018165111541748047 || Total time:27.54694390296936 Loading and distributing data: 0.000157 seconds (139 allocations: 13.508 KiB) Iteration: 1543 || Clusters count: 12 || Log posterior: -3953.5525980860575 || Iter Time:0.015908002853393555 || Total time:27.562851905822754 Iteration: 1544 || Clusters count: 12 || Log posterior: -3938.311579072127 || Iter Time:0.01904010772705078 || Total time:27.581892013549805 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1545 || Clusters count: 12 || Log posterior: -3936.0224975298984 || Iter Time:0.013876199722290039 || Total time:27.595768213272095 Iteration: 1546 || Clusters count: 12 || Log posterior: -3929.065526888594 || Iter Time:0.02031707763671875 || Total 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13 || Log posterior: -3907.55830194119 || Iter Time:0.018730878829956055 || Total time:28.054118871688843 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1575 || Clusters count: 13 || Log posterior: -3950.3187962056363 || Iter Time:0.011365890502929688 || Total time:28.065484762191772 Iteration: 1576 || Clusters count: 13 || Log posterior: -3944.877027493134 || Iter Time:0.017468929290771484 || Total time:28.082953691482544 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1577 || Clusters count: 13 || Log posterior: -3995.6426603749555 || Iter Time:0.010895967483520508 || Total time:28.093849658966064 Iteration: 1578 || Clusters count: 13 || Log posterior: -3986.160861639059 || Iter Time:0.01582479476928711 || Total time:28.10967445373535 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1579 || Clusters count: 13 || Log posterior: -3957.671435610056 || Iter 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Iteration: 1585 || Clusters count: 13 || Log posterior: -3959.9940829505967 || Iter Time:0.012898921966552734 || Total time:28.210593223571777 Iteration: 1586 || Clusters count: 13 || Log posterior: -3932.03464341589 || Iter Time:0.016601085662841797 || Total time:28.22719430923462 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1587 || Clusters count: 13 || Log posterior: -3983.4159972475854 || Iter Time:0.013159990310668945 || Total time:28.240354299545288 Iteration: 1588 || Clusters count: 13 || Log posterior: -3965.082924838981 || Iter Time:0.016737937927246094 || Total time:28.257092237472534 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1589 || Clusters count: 13 || Log posterior: -3964.149589152284 || Iter Time:0.01252293586730957 || Total time:28.269615173339844 Iteration: 1590 || Clusters count: 13 || Log posterior: -3958.1037491753527 || Iter Time:0.0159609317779541 || Total 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KiB) Iteration: 1607 || Clusters count: 12 || Log posterior: -3928.4200317608415 || Iter Time:0.012434959411621094 || Total time:28.528126001358032 Iteration: 1608 || Clusters count: 12 || Log posterior: -3905.8182910944383 || Iter Time:0.014595985412597656 || Total time:28.54272198677063 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1609 || Clusters count: 12 || Log posterior: -3915.925987483934 || Iter Time:0.010795116424560547 || Total time:28.55351710319519 Iteration: 1610 || Clusters count: 12 || Log posterior: -3909.237762785524 || Iter Time:0.014963865280151367 || Total time:28.568480968475342 Loading and distributing data: 0.000163 seconds (129 allocations: 13.195 KiB) Iteration: 1611 || Clusters count: 12 || Log posterior: -3955.257262323216 || Iter Time:0.01123499870300293 || Total time:28.579715967178345 Iteration: 1612 || Clusters count: 12 || Log posterior: -3947.9170589213772 || Iter Time:0.015146970748901367 || Total 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Iteration: 1629 || Clusters count: 13 || Log posterior: -3970.8519869260954 || Iter Time:0.011668920516967773 || Total time:28.850300073623657 Iteration: 1630 || Clusters count: 13 || Log posterior: -3947.847529610325 || Iter Time:0.015858888626098633 || Total time:28.866158962249756 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1631 || Clusters count: 13 || Log posterior: -3921.5167029758827 || Iter Time:0.012540817260742188 || Total time:28.878699779510498 Iteration: 1632 || Clusters count: 13 || Log posterior: -3908.014116156917 || Iter Time:0.015578031539916992 || Total time:28.894277811050415 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1633 || Clusters count: 13 || Log posterior: -3935.580839844671 || Iter Time:0.011144876480102539 || Total time:28.905422687530518 Iteration: 1634 || Clusters count: 13 || Log posterior: -3920.868296310501 || Iter Time:0.01588296890258789 || Total 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Iteration: 1673 || Clusters count: 12 || Log posterior: -3877.8579967166984 || Iter Time:0.010514020919799805 || Total time:29.469357013702393 Iteration: 1674 || Clusters count: 12 || Log posterior: -3867.0908442516766 || Iter Time:0.013720989227294922 || Total time:29.483078002929688 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1675 || Clusters count: 12 || Log posterior: -3884.2650080403273 || Iter Time:0.010485172271728516 || Total time:29.493563175201416 Iteration: 1676 || Clusters count: 12 || Log posterior: -3867.413510370624 || Iter Time:0.014203786849975586 || Total time:29.50776696205139 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1677 || Clusters count: 12 || Log posterior: -3909.800442196653 || Iter Time:0.010636091232299805 || Total time:29.51840305328369 Iteration: 1678 || Clusters count: 12 || Log posterior: -3896.7581665467324 || Iter Time:0.01477503776550293 || Total 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Iteration: 1739 || Clusters count: 12 || Log posterior: -3949.0298690411714 || Iter Time:0.011025190353393555 || Total time:30.356678247451782 Iteration: 1740 || Clusters count: 12 || Log posterior: -3929.842979033807 || Iter Time:0.015597105026245117 || Total time:30.372275352478027 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1741 || Clusters count: 12 || Log posterior: -3922.3713184922904 || Iter Time:0.011095046997070312 || Total time:30.383370399475098 Iteration: 1742 || Clusters count: 12 || Log posterior: -3912.577580733513 || Iter Time:0.01495218276977539 || Total time:30.398322582244873 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1743 || Clusters count: 12 || Log posterior: -3911.9171366793507 || Iter Time:0.010519981384277344 || Total time:30.40884256362915 Iteration: 1744 || Clusters count: 12 || Log posterior: -3897.4209991460666 || Iter Time:0.015050172805786133 || Total 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Iteration: 1761 || Clusters count: 12 || Log posterior: -3929.8939247965136 || Iter Time:0.010265827178955078 || Total time:30.64244508743286 Iteration: 1762 || Clusters count: 12 || Log posterior: -3922.4615535883577 || Iter Time:0.014518022537231445 || Total time:30.656963109970093 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1763 || Clusters count: 13 || Log posterior: -3938.4221721258286 || Iter Time:0.011137962341308594 || Total time:30.6681010723114 Iteration: 1764 || Clusters count: 13 || Log posterior: -3897.947196683855 || Iter Time:0.015039920806884766 || Total time:30.683140993118286 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1765 || Clusters count: 13 || Log posterior: -3946.215925543354 || Iter Time:0.011523008346557617 || Total time:30.694664001464844 Iteration: 1766 || Clusters count: 13 || Log posterior: -3925.9325830870134 || Iter Time:0.015887975692749023 || Total 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Iteration: 1783 || Clusters count: 12 || Log posterior: -3966.8337689269065 || Iter Time:0.012521028518676758 || Total time:30.964435577392578 Iteration: 1784 || Clusters count: 12 || Log posterior: -3961.6422562960547 || Iter Time:0.015881061553955078 || Total time:30.980316638946533 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1785 || Clusters count: 12 || Log posterior: -3925.2530200634815 || Iter Time:0.012687921524047852 || Total time:30.99300456047058 Iteration: 1786 || Clusters count: 12 || Log posterior: -3911.123478729245 || Iter Time:0.016607999801635742 || Total time:31.009612560272217 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1787 || Clusters count: 12 || Log posterior: -3942.7662552175084 || Iter Time:0.012074947357177734 || Total time:31.021687507629395 Iteration: 1788 || Clusters count: 12 || Log posterior: -3923.50797727896 || Iter Time:0.01635909080505371 || Total 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Iteration: 1827 || Clusters count: 13 || Log posterior: -3892.174030326932 || Iter Time:0.012034893035888672 || Total time:31.59966778755188 Iteration: 1828 || Clusters count: 13 || Log posterior: -3883.630202390272 || Iter Time:0.015539169311523438 || Total time:31.615206956863403 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1829 || Clusters count: 12 || Log posterior: -3942.7213129761035 || Iter Time:0.011297225952148438 || Total time:31.62650418281555 Iteration: 1830 || Clusters count: 12 || Log posterior: -3929.8715717354194 || Iter Time:0.014962911605834961 || Total time:31.641467094421387 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1831 || Clusters count: 12 || Log posterior: -4018.7868119096447 || Iter Time:0.010658025741577148 || Total time:31.652125120162964 Iteration: 1832 || Clusters count: 12 || Log posterior: -3994.61817948766 || Iter Time:0.01431894302368164 || Total 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count: 12 || Log posterior: -3888.3763109101656 || Iter Time:0.01536417007446289 || Total time:31.745006322860718 Loading and distributing data: 0.000160 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 12 || Log posterior: -3925.386688993085 || Iter Time:0.011366844177246094 || Total time:31.756373167037964 Iteration: 1840 || Clusters count: 12 || Log posterior: -3915.8943983168133 || Iter Time:0.016040802001953125 || Total time:31.772413969039917 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 12 || Log posterior: -3906.4093504926627 || Iter Time:0.013364076614379883 || Total time:31.785778045654297 Iteration: 1842 || Clusters count: 12 || Log posterior: -3894.4598177637386 || Iter Time:0.015918970108032227 || Total time:31.80169701576233 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 12 || Log posterior: -3915.0971382226026 || Iter Time:0.01227712631225586 || Total time:31.813974142074585 Iteration: 1844 || Clusters count: 12 || Log posterior: -3894.6099203280382 || Iter Time:0.016772985458374023 || Total time:31.83074712753296 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 12 || Log posterior: -3902.242809433158 || Iter Time:0.03505206108093262 || Total time:31.86579918861389 Iteration: 1846 || Clusters count: 12 || Log posterior: -3890.8071592869564 || Iter Time:0.01586294174194336 || Total time:31.881662130355835 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 12 || Log posterior: -3919.4046329296375 || Iter Time:0.011518001556396484 || Total time:31.89318013191223 Iteration: 1848 || Clusters count: 12 || Log posterior: -3903.2878693497714 || Iter Time:0.016073942184448242 || Total time:31.90925407409668 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 12 || Log posterior: -3943.5883285889918 || Iter Time:0.012223958969116211 || Total time:31.921478033065796 Iteration: 1850 || Clusters count: 12 || Log posterior: -3935.8941311023364 || Iter Time:0.015280008316040039 || Total time:31.936758041381836 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 12 || Log posterior: -3903.2743067130964 || Iter Time:0.011022090911865234 || Total time:31.9477801322937 Iteration: 1852 || Clusters count: 12 || Log posterior: -3893.945108295311 || Iter Time:0.015765905380249023 || Total time:31.96354603767395 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 12 || Log posterior: -3967.772177263535 || Iter Time:0.01150202751159668 || Total time:31.975048065185547 Iteration: 1854 || Clusters count: 12 || Log posterior: -3936.0554067082503 || Iter Time:0.01503300666809082 || Total time:31.990081071853638 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 13 || Log posterior: -3954.7401887754672 || Iter Time:0.0116729736328125 || Total time:32.00175404548645 Iteration: 1856 || Clusters count: 13 || Log posterior: -3940.7042759037504 || Iter Time:0.01615118980407715 || Total time:32.01790523529053 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 13 || Log posterior: -3939.870552189038 || Iter Time:0.011478185653686523 || Total time:32.029383420944214 Iteration: 1858 || Clusters count: 13 || Log posterior: -3922.428122202928 || Iter Time:0.015231847763061523 || Total time:32.044615268707275 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 13 || Log posterior: -3925.610558966794 || Iter Time:0.010483980178833008 || Total time:32.05509924888611 Iteration: 1860 || Clusters count: 13 || Log posterior: -3906.8552752827013 || Iter Time:0.015354156494140625 || Total time:32.07045340538025 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 13 || Log posterior: -3934.0636044958737 || Iter Time:0.01153707504272461 || Total time:32.081990480422974 Iteration: 1862 || Clusters count: 13 || Log posterior: -3919.158253332398 || Iter Time:0.015573978424072266 || Total time:32.097564458847046 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 13 || Log posterior: -3998.4238021591013 || Iter Time:0.011330127716064453 || Total time:32.10889458656311 Iteration: 1864 || Clusters count: 13 || Log posterior: -3967.895314570658 || Iter Time:0.015991926193237305 || Total time:32.12488651275635 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 13 || Log posterior: -4008.38754142749 || Iter Time:0.014384984970092773 || Total time:32.13927149772644 Iteration: 1866 || Clusters count: 12 || Log posterior: -3986.721219433297 || Iter Time:0.017904996871948242 || Total time:32.15717649459839 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 12 || Log posterior: -3962.8844612879466 || Iter Time:0.011939048767089844 || Total time:32.16911554336548 Iteration: 1868 || Clusters count: 12 || Log posterior: -3938.9099091814505 || Iter Time:0.01593303680419922 || Total time:32.18504858016968 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 12 || Log posterior: -3911.9394170420574 || Iter Time:0.012346982955932617 || Total time:32.19739556312561 Iteration: 1870 || Clusters count: 12 || Log posterior: -3903.2400922496968 || Iter Time:0.015496969223022461 || Total time:32.21289253234863 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 12 || Log posterior: -3924.7221260189413 || Iter Time:0.011714935302734375 || Total time:32.22460746765137 Iteration: 1872 || Clusters count: 12 || Log posterior: -3914.310926280091 || Iter Time:0.01574087142944336 || Total time:32.24034833908081 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 12 || Log posterior: -3926.624007771198 || Iter Time:0.01172494888305664 || Total time:32.25207328796387 Iteration: 1874 || Clusters count: 12 || Log posterior: -3906.0562004511894 || Iter Time:0.015574932098388672 || Total time:32.267648220062256 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 12 || Log posterior: -3926.160025570513 || Iter Time:0.011638879776000977 || Total time:32.27928709983826 Iteration: 1876 || Clusters count: 12 || Log posterior: -3910.5654768446393 || Iter Time:0.015424966812133789 || Total time:32.29471206665039 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 12 || Log posterior: -3943.4642201523407 || Iter Time:0.011752843856811523 || Total time:32.3064649105072 Iteration: 1878 || Clusters count: 12 || Log posterior: -3928.5367140116255 || Iter Time:0.015468120574951172 || Total time:32.32193303108215 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 12 || Log posterior: -3969.1788795569087 || Iter Time:0.011883974075317383 || Total time:32.33381700515747 Iteration: 1880 || Clusters count: 12 || Log posterior: -3950.1194985980815 || Iter Time:0.017385005950927734 || Total time:32.3512020111084 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 12 || Log posterior: -3927.779779793487 || Iter Time:0.011801004409790039 || Total time:32.36300301551819 Iteration: 1882 || Clusters count: 12 || Log posterior: -3911.714199400189 || Iter Time:0.0379180908203125 || Total time:32.4009211063385 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 12 || Log posterior: -3910.2225108606276 || Iter Time:0.011739015579223633 || Total time:32.412660121917725 Iteration: 1884 || Clusters count: 12 || Log posterior: -3905.2458422467157 || Iter Time:0.015784025192260742 || Total time:32.428444147109985 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 12 || Log posterior: -3953.884818777679 || Iter Time:0.011543989181518555 || Total time:32.439988136291504 Iteration: 1886 || Clusters count: 12 || Log posterior: -3932.5075579882996 || Iter Time:0.01573801040649414 || Total time:32.455726146698 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 12 || Log posterior: -3961.0300017388495 || Iter Time:0.011947154998779297 || Total time:32.46767330169678 Iteration: 1888 || Clusters count: 12 || Log posterior: -3930.7284132679893 || Iter Time:0.015694141387939453 || Total time:32.48336744308472 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 12 || Log posterior: -3959.953446764793 || Iter Time:0.011076927185058594 || Total time:32.494444370269775 Iteration: 1890 || Clusters count: 12 || Log posterior: -3919.1391070659774 || Iter Time:0.014996051788330078 || Total time:32.509440422058105 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 12 || Log posterior: -3964.558261174111 || Iter Time:0.012607097625732422 || Total time:32.52204751968384 Iteration: 1892 || Clusters count: 12 || Log posterior: -3944.4925910660763 || Iter Time:0.016595125198364258 || Total time:32.5386426448822 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 12 || Log posterior: -3947.5994643992526 || Iter Time:0.011468172073364258 || Total time:32.550110816955566 Iteration: 1894 || Clusters count: 12 || Log posterior: -3940.7584263818762 || Iter Time:0.016000986099243164 || Total time:32.56611180305481 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 12 || Log posterior: -3909.646113860009 || Iter Time:0.011872053146362305 || Total time:32.57798385620117 Iteration: 1896 || Clusters count: 12 || Log posterior: -3887.731364419185 || Iter Time:0.01503896713256836 || Total time:32.59302282333374 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 12 || Log posterior: -3892.7833051184994 || Iter Time:0.010974884033203125 || Total time:32.60399770736694 Iteration: 1898 || Clusters count: 12 || Log posterior: -3869.5673416512 || Iter Time:0.014878034591674805 || Total time:32.61887574195862 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 12 || Log posterior: -3921.304655703502 || Iter Time:0.011192083358764648 || Total time:32.63006782531738 Iteration: 1900 || Clusters count: 12 || Log posterior: -3917.4558575371134 || Iter Time:0.01619100570678711 || Total time:32.64625883102417 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 12 || Log posterior: -3907.245274047736 || Iter Time:0.011134147644042969 || Total time:32.65739297866821 Iteration: 1902 || Clusters count: 12 || Log posterior: -3897.5219501448337 || Iter Time:0.015013933181762695 || Total time:32.672406911849976 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 12 || Log posterior: -3926.1347242410943 || Iter Time:0.011511087417602539 || Total time:32.68391799926758 Iteration: 1904 || Clusters count: 12 || Log posterior: -3907.3497667739684 || Iter Time:0.01497197151184082 || Total time:32.69888997077942 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 13 || Log posterior: -3904.0783409826563 || Iter Time:0.01134800910949707 || Total time:32.710237979888916 Iteration: 1906 || Clusters count: 13 || Log posterior: -3877.9420322355213 || Iter Time:0.015398025512695312 || Total time:32.72563600540161 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 12 || Log posterior: -3908.9207986022607 || Iter Time:0.011858940124511719 || Total time:32.73749494552612 Iteration: 1908 || Clusters count: 12 || Log posterior: -3894.7226484614725 || Iter Time:0.014756917953491211 || Total time:32.752251863479614 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 12 || Log posterior: -3948.5577214223217 || Iter Time:0.010588884353637695 || Total time:32.76284074783325 Iteration: 1910 || Clusters count: 12 || Log posterior: -3914.8963715680734 || Iter Time:0.014983892440795898 || Total time:32.77782464027405 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 12 || Log posterior: -3958.8682933934115 || Iter Time:0.011254072189331055 || Total time:32.78907871246338 Iteration: 1912 || Clusters count: 12 || Log posterior: -3940.5158542384506 || Iter Time:0.015085935592651367 || Total time:32.80416464805603 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 12 || Log posterior: -3972.735564134051 || Iter Time:0.011972904205322266 || Total time:32.81613755226135 Iteration: 1914 || Clusters count: 12 || Log posterior: -3956.434527481753 || Iter Time:0.014935016632080078 || Total time:32.83107256889343 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 12 || Log posterior: -3934.1851644949816 || Iter Time:0.012169837951660156 || Total time:32.84324240684509 Iteration: 1916 || Clusters count: 12 || Log posterior: -3919.1672564761266 || Iter Time:0.016909122467041016 || Total time:32.860151529312134 Loading and distributing data: 0.000161 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 12 || Log posterior: -3923.8599298506233 || Iter Time:0.012619972229003906 || Total time:32.87277150154114 Iteration: 1918 || Clusters count: 12 || Log posterior: -3910.947566249359 || Iter Time:0.016357898712158203 || Total time:32.889129400253296 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 12 || Log posterior: -3901.9669710664807 || Iter Time:0.012703895568847656 || Total time:32.901833295822144 Iteration: 1920 || Clusters count: 12 || Log posterior: -3889.8720917341598 || Iter Time:0.03898310661315918 || Total time:32.9408164024353 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 12 || Log posterior: -3975.349907471778 || Iter Time:0.011778831481933594 || Total time:32.952595233917236 Iteration: 1922 || Clusters count: 12 || Log posterior: -3957.568869962996 || Iter Time:0.01564788818359375 || Total time:32.96824312210083 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 12 || Log posterior: -3973.0930414653976 || Iter Time:0.012284994125366211 || Total time:32.980528116226196 Iteration: 1924 || Clusters count: 12 || Log posterior: -3970.516066136979 || Iter Time:0.015608072280883789 || Total time:32.99613618850708 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 12 || Log posterior: -3983.2203777015266 || Iter Time:0.011898040771484375 || Total time:33.008034229278564 Iteration: 1926 || Clusters count: 12 || Log posterior: -3968.7278737402744 || Iter Time:0.015418052673339844 || Total time:33.023452281951904 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 12 || Log posterior: -3942.4019567628097 || Iter Time:0.011521100997924805 || Total time:33.03497338294983 Iteration: 1928 || Clusters count: 12 || Log posterior: -3931.182126759964 || Iter Time:0.01491403579711914 || Total time:33.04988741874695 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 12 || Log posterior: -3986.914250248316 || Iter Time:0.010792016983032227 || Total time:33.06067943572998 Iteration: 1930 || Clusters count: 12 || Log posterior: -3978.485635302703 || Iter Time:0.015279054641723633 || Total time:33.075958490371704 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 12 || Log posterior: -4013.3325755912206 || Iter Time:0.011322975158691406 || Total time:33.087281465530396 Iteration: 1932 || Clusters count: 12 || Log posterior: -4002.2293834665684 || Iter Time:0.015767812728881836 || Total time:33.10304927825928 Loading and distributing data: 0.000171 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 12 || Log posterior: -3971.011338620238 || Iter Time:0.012253999710083008 || Total time:33.11530327796936 Iteration: 1934 || Clusters count: 12 || Log posterior: -3964.0078366202315 || Iter Time:0.015253067016601562 || Total time:33.13055634498596 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 12 || Log posterior: -3974.677233052458 || Iter Time:0.011510848999023438 || Total time:33.142067193984985 Iteration: 1936 || Clusters count: 12 || Log posterior: -3961.205881067843 || Iter Time:0.01643204689025879 || Total time:33.158499240875244 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 12 || Log posterior: -3939.1274162514815 || Iter Time:0.018182992935180664 || Total time:33.176682233810425 Iteration: 1938 || Clusters count: 12 || Log posterior: -3926.8721072604126 || Iter Time:0.016119003295898438 || Total time:33.19280123710632 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 12 || Log posterior: -3886.486170629158 || Iter Time:0.011456012725830078 || Total time:33.20425724983215 Iteration: 1940 || Clusters count: 12 || Log posterior: -3877.3453912918285 || Iter Time:0.015192031860351562 || Total time:33.219449281692505 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 12 || Log posterior: -3948.8683053673017 || Iter Time:0.011275053024291992 || Total time:33.2307243347168 Iteration: 1942 || Clusters count: 12 || Log posterior: -3930.8635137160513 || Iter Time:0.014570951461791992 || Total time:33.24529528617859 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 12 || Log posterior: -3938.2453427926343 || Iter Time:0.011162996292114258 || Total time:33.2564582824707 Iteration: 1944 || Clusters count: 12 || Log posterior: -3926.6410792776005 || Iter Time:0.015809059143066406 || Total time:33.27226734161377 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 12 || Log posterior: -3944.9913107962966 || Iter Time:0.01211690902709961 || Total time:33.28438425064087 Iteration: 1946 || Clusters count: 12 || Log posterior: -3924.415717929517 || Iter Time:0.01642608642578125 || Total time:33.30081033706665 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 12 || Log posterior: -3933.109423716179 || Iter Time:0.012493133544921875 || Total time:33.31330347061157 Iteration: 1948 || Clusters count: 12 || Log posterior: -3921.2743583458087 || Iter Time:0.015824079513549805 || Total time:33.32912755012512 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 12 || Log posterior: -3950.3593788745466 || Iter Time:0.011631011962890625 || Total time:33.34075856208801 Iteration: 1950 || Clusters count: 12 || Log posterior: -3932.746630818992 || Iter Time:0.015401124954223633 || Total time:33.356159687042236 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 12 || Log posterior: -3920.627285564795 || Iter Time:0.01110696792602539 || Total time:33.36726665496826 Iteration: 1952 || Clusters count: 12 || Log posterior: -3911.884096503593 || Iter Time:0.015265226364135742 || Total time:33.3825318813324 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 12 || Log posterior: -3927.3449900583037 || Iter Time:0.011380910873413086 || Total time:33.39391279220581 Iteration: 1954 || Clusters count: 12 || Log posterior: -3908.8516738138296 || Iter Time:0.015182018280029297 || Total time:33.40909481048584 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 12 || Log posterior: -3893.7131370249517 || Iter Time:0.012325048446655273 || Total time:33.421419858932495 Iteration: 1956 || Clusters count: 12 || Log posterior: -3876.9268912722396 || Iter Time:0.015435934066772461 || Total time:33.43685579299927 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 12 || Log posterior: -3949.3047702744034 || Iter Time:0.011895895004272461 || Total time:33.44875168800354 Iteration: 1958 || Clusters count: 12 || Log posterior: -3928.4432231691985 || Iter Time:0.03737497329711914 || Total time:33.48612666130066 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 12 || Log posterior: -3974.163516505021 || Iter Time:0.01205897331237793 || Total time:33.49818563461304 Iteration: 1960 || Clusters count: 12 || Log posterior: -3963.4360444629983 || Iter Time:0.015882015228271484 || Total time:33.51406764984131 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 12 || Log posterior: -3980.8578412651527 || Iter Time:0.011783838272094727 || Total time:33.5258514881134 Iteration: 1962 || Clusters count: 12 || Log posterior: -3961.5468408532424 || Iter Time:0.015848875045776367 || Total time:33.54170036315918 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 12 || Log posterior: -3990.3983153803597 || Iter Time:0.011693954467773438 || Total time:33.55339431762695 Iteration: 1964 || Clusters count: 12 || Log posterior: -3968.3058686453705 || Iter Time:0.0156710147857666 || Total time:33.56906533241272 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 12 || Log posterior: -3950.0080047402976 || Iter Time:0.012418031692504883 || Total time:33.581483364105225 Iteration: 1966 || Clusters count: 12 || Log posterior: -3945.36994362498 || Iter Time:0.01616215705871582 || Total time:33.59764552116394 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 12 || Log posterior: -3953.922238519687 || Iter Time:0.01252293586730957 || Total time:33.61016845703125 Iteration: 1968 || Clusters count: 12 || Log posterior: -3939.547981954445 || Iter Time:0.01552891731262207 || Total time:33.62569737434387 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 13 || Log posterior: -3951.4471794116926 || Iter Time:0.011889934539794922 || Total time:33.63758730888367 Iteration: 1970 || Clusters count: 13 || Log posterior: -3942.207459516943 || Iter Time:0.01618218421936035 || Total time:33.65376949310303 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 12 || Log posterior: -3980.5045829735245 || Iter Time:0.011057853698730469 || Total time:33.66482734680176 Iteration: 1972 || Clusters count: 12 || Log posterior: -3955.3891326812227 || Iter Time:0.014852046966552734 || Total time:33.67967939376831 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 12 || Log posterior: -3919.4486669321304 || Iter Time:0.01067209243774414 || Total time:33.690351486206055 Iteration: 1974 || Clusters count: 12 || Log posterior: -3896.7782747476645 || Iter Time:0.014378070831298828 || Total time:33.70472955703735 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 12 || Log posterior: -3881.0845550510317 || Iter Time:0.010014057159423828 || Total time:33.71474361419678 Iteration: 1976 || Clusters count: 12 || Log posterior: -3864.0404885799203 || Iter Time:0.013458013534545898 || Total time:33.72820162773132 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 12 || Log posterior: -3895.1466961021088 || Iter Time:0.009459972381591797 || Total time:33.737661600112915 Iteration: 1978 || Clusters count: 12 || Log posterior: -3885.270410845976 || Iter Time:0.015352010726928711 || Total time:33.753013610839844 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 12 || Log posterior: -3931.9933496858243 || Iter Time:0.011480093002319336 || Total time:33.76449370384216 Iteration: 1980 || Clusters count: 12 || Log posterior: -3911.931520931374 || Iter Time:0.014980077743530273 || Total time:33.77947378158569 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 12 || Log posterior: -3917.181609579644 || Iter Time:0.01137399673461914 || Total time:33.79084777832031 Iteration: 1982 || Clusters count: 12 || Log posterior: -3913.523390047586 || Iter Time:0.013864994049072266 || Total time:33.804712772369385 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 12 || Log posterior: -3946.8605545829587 || Iter Time:0.010647058486938477 || Total time:33.81535983085632 Iteration: 1984 || Clusters count: 12 || Log posterior: -3930.6082580061616 || Iter Time:0.015213966369628906 || Total time:33.83057379722595 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 12 || Log posterior: -3916.5697373860507 || Iter Time:0.011771202087402344 || Total time:33.842344999313354 Iteration: 1986 || Clusters count: 12 || Log posterior: -3891.041040721672 || Iter Time:0.01579904556274414 || Total time:33.8581440448761 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 12 || Log posterior: -3920.2998718221193 || Iter Time:0.01173710823059082 || Total time:33.86988115310669 Iteration: 1988 || Clusters count: 12 || Log posterior: -3907.9596401942335 || Iter Time:0.016304969787597656 || Total time:33.88618612289429 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 12 || Log posterior: -3911.60869695873 || Iter Time:0.012603998184204102 || Total time:33.89879012107849 Iteration: 1990 || Clusters count: 12 || Log posterior: -3888.945465290316 || Iter Time:0.01630091667175293 || Total time:33.915091037750244 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 12 || Log posterior: -3902.0726628686934 || Iter Time:0.011878013610839844 || Total time:33.926969051361084 Iteration: 1992 || Clusters count: 12 || Log posterior: -3882.2358384770423 || Iter Time:0.01688694953918457 || Total time:33.94385600090027 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 12 || Log posterior: -3906.4099719937917 || Iter Time:0.011701107025146484 || Total time:33.955557107925415 Iteration: 1994 || Clusters count: 12 || Log posterior: -3891.1720615922795 || Iter Time:0.015913009643554688 || Total time:33.97147011756897 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 13 || Log posterior: -3875.078775180302 || Iter Time:0.009600162506103516 || Total time:33.98107028007507 Iteration: 1996 || Clusters count: 12 || Log posterior: -3867.926561485953 || Iter Time:0.03802013397216797 || Total time:34.01909041404724 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 12 || Log posterior: -3965.1788917406143 || Iter Time:0.011372089385986328 || Total time:34.03046250343323 Iteration: 1998 || Clusters count: 12 || Log posterior: -3931.38358032878 || Iter Time:0.01638484001159668 || Total time:34.046847343444824 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 12 || Log posterior: -3986.6933350987547 || Iter Time:0.010594844818115234 || Total time:34.05744218826294 Iteration: 2000 || Clusters count: 12 || Log posterior: -3965.341571795148 || Iter Time:0.014745950698852539 || Total time:34.07218813896179 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 12 || Log posterior: -3964.2173228176175 || Iter Time:0.011329174041748047 || Total time:34.08351731300354 Iteration: 2002 || Clusters count: 12 || Log posterior: -3956.977965464591 || Iter Time:0.015017986297607422 || Total time:34.09853529930115 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 12 || Log posterior: -3953.9659156857974 || Iter Time:0.010554790496826172 || Total time:34.109090089797974 Iteration: 2004 || Clusters count: 12 || Log posterior: -3926.9199596142785 || Iter Time:0.01520085334777832 || Total time:34.12429094314575 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 12 || Log posterior: -3945.3270331064296 || Iter Time:0.010524988174438477 || Total time:34.13481593132019 Iteration: 2006 || Clusters count: 12 || Log posterior: -3935.4756754796113 || Iter Time:0.01447916030883789 || Total time:34.14929509162903 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 12 || Log posterior: -3971.295918830176 || Iter Time:0.011384010314941406 || Total time:34.16067910194397 Iteration: 2008 || Clusters count: 12 || Log posterior: -3947.3433554668795 || Iter Time:0.017433881759643555 || Total time:34.17811298370361 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 12 || Log posterior: -3954.2229653518293 || Iter Time:0.012333869934082031 || Total time:34.190446853637695 Iteration: 2010 || Clusters count: 12 || Log posterior: -3938.018563096815 || Iter Time:0.015707015991210938 || Total time:34.206153869628906 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 12 || Log posterior: -3971.75971439172 || Iter Time:0.012569904327392578 || Total time:34.2187237739563 Iteration: 2012 || Clusters count: 12 || Log posterior: -3941.310194974357 || Iter Time:0.015736103057861328 || Total time:34.23445987701416 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 12 || Log posterior: -3970.1209525726304 || Iter Time:0.011718988418579102 || Total time:34.24617886543274 Iteration: 2014 || Clusters count: 12 || Log posterior: -3957.0196534151437 || Iter Time:0.015517950057983398 || Total time:34.26169681549072 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 12 || Log posterior: -3972.116276051812 || Iter Time:0.011461973190307617 || Total time:34.27315878868103 Iteration: 2016 || Clusters count: 12 || Log posterior: -3962.167940132568 || Iter Time:0.015665054321289062 || Total time:34.28882384300232 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 12 || Log posterior: -3981.4325925584185 || Iter Time:0.011960029602050781 || Total time:34.30078387260437 Iteration: 2018 || Clusters count: 12 || Log posterior: -3973.92918117075 || Iter Time:0.015295028686523438 || Total time:34.316078901290894 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 13 || Log posterior: -3987.0189402491646 || Iter Time:0.011592864990234375 || Total time:34.32767176628113 Iteration: 2020 || Clusters count: 13 || Log posterior: -3970.9635321009314 || Iter Time:0.014513015747070312 || Total time:34.3421847820282 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 13 || Log posterior: -3986.811143101112 || Iter Time:0.010712862014770508 || Total time:34.35289764404297 Iteration: 2022 || Clusters count: 13 || Log posterior: -3972.2804934382502 || Iter Time:0.014549016952514648 || Total time:34.36744666099548 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 13 || Log posterior: -3999.048281187085 || Iter Time:0.010499000549316406 || Total time:34.3779456615448 Iteration: 2024 || Clusters count: 13 || Log posterior: -3960.654701418849 || Iter Time:0.015233039855957031 || Total time:34.39317870140076 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 13 || Log posterior: -3942.9212623413887 || Iter Time:0.01090693473815918 || Total time:34.404085636138916 Iteration: 2026 || Clusters count: 13 || Log posterior: -3929.592850477349 || Iter Time:0.015163898468017578 || Total time:34.419249534606934 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 13 || Log posterior: -3925.194588121159 || Iter Time:0.011361122131347656 || Total time:34.43061065673828 Iteration: 2028 || Clusters count: 13 || Log posterior: -3908.069116598127 || Iter Time:0.016093969345092773 || Total time:34.446704626083374 Avg NMI: 0.8730393219579162 Full NMI: 0.8539667201184385 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m21.9s Testing DPMMSubClustersStreaming tests passed Testing completed after 194.19s PkgEval succeeded after 359.58s