Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.1918 (78a0dc1151*) started at 2026-03-19T22:37:05.099 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 11.67s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.14/Manifest.toml` [1520ce14] + AbstractTrees v0.4.5 [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.9 [31c24e10] + Distributions v0.25.123 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.18.0 [1a297f60] + FillArrays v1.16.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 ⌅ [ec8451be] + KernelFunctions v0.10.67 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.27 [bac558e1] + OrderedCollections v1.8.1 ⌃ [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.2 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.4.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.18 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.2 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.13.0 [b27032c2] + LibCURL v1.0.0 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.14.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.19.0+0 [e37daf67] + LibGit2_jll v1.9.2+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.12.2 [4536629a] + OpenBLAS_jll v0.3.30+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.5+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.2+0 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.68.0+1 [3f19e933] + p7zip_jll v17.8.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 5.31s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 6116.5 ms ✓ Clustering 11740.2 ms ✓ KernelFunctions 11535.0 ms ✓ DPMMSubClustersStreaming 3 dependencies successfully precompiled in 32 seconds. 101 already precompiled. Precompilation completed after 53.31s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_xYepjb/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.123 ⌅ [ec8451be] KernelFunctions v0.10.67 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_xYepjb/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.123 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.18.0 [1a297f60] FillArrays v1.16.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 ⌅ [ec8451be] KernelFunctions v0.10.67 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.27 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.2 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.4.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.18 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.2 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.13.0 [b27032c2] LibCURL v1.0.0 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.14.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.19.0+0 [e37daf67] LibGit2_jll v1.9.2+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.12.2 [4536629a] OpenBLAS_jll v0.3.30+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.5+0 [efcefdf7] PCRE2_jll v10.47.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.2+0 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.68.0+1 [3f19e933] p7zip_jll v17.8.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Loading and distributing data: 3.702738 seconds (966.46 k allocations: 60.479 MiB, 6.47% gc time, 99.89% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233210.38173629093 || Iter Time:19.40398120880127 || Total time:19.40398120880127 Iteration: 1 || Clusters count: 1 || Log posterior: -233210.38173629093 || Iter Time:0.005522012710571289 || Total time:19.40950322151184 Iteration: 2 || Clusters count: 1 || Log posterior: -233210.38173629093 || Iter Time:0.005059957504272461 || Total time:19.414563179016113 Iteration: 3 || Clusters count: 1 || Log posterior: -233210.38173629093 || Iter Time:0.005258083343505859 || Total time:19.41982126235962 Iteration: 4 || Clusters count: 1 || Log posterior: -233210.38173629093 || Iter Time:0.005204200744628906 || Total time:19.425025463104248 Iteration: 5 || Clusters count: 1 || Log posterior: -233210.38173629093 || Iter Time:0.017294883728027344 || Total time:19.442320346832275 Iteration: 6 || Clusters count: 1 || Log posterior: -233210.38173629093 || Iter Time:0.005191802978515625 || Total time:19.44751214981079 Iteration: 7 || Clusters count: 1 || Log posterior: -233210.38173629093 || Iter Time:0.005204916000366211 || Total time:19.452717065811157 Iteration: 8 || Clusters count: 1 || Log posterior: -233210.38173629093 || Iter Time:0.005265951156616211 || Total time:19.457983016967773 Iteration: 9 || Clusters count: 1 || Log posterior: -233210.38173629093 || Iter Time:0.0053441524505615234 || Total time:19.463327169418335 Iteration: 10 || Clusters count: 1 || Log posterior: -233210.38173629093 || Iter Time:0.005290985107421875 || Total time:19.468618154525757 Iteration: 11 || Clusters count: 1 || Log posterior: -233210.38173629093 || Iter Time:0.005072116851806641 || Total time:19.473690271377563 Iteration: 12 || Clusters count: 1 || Log posterior: -233210.38173629093 || Iter Time:0.005142927169799805 || Total time:19.478833198547363 Iteration: 13 || Clusters count: 2 || Log posterior: -233012.74946422657 || Iter Time:4.679808855056763 || Total time:24.158642053604126 Iteration: 14 || Clusters count: 2 || Log posterior: -233041.0991973134 || Iter Time:0.0055828094482421875 || Total time:24.164224863052368 Iteration: 15 || Clusters count: 2 || Log posterior: -233033.6645130088 || Iter Time:0.0053730010986328125 || Total time:24.169597864151 Iteration: 16 || Clusters count: 2 || Log posterior: -233017.2324064645 || Iter Time:0.005201101303100586 || Total time:24.1747989654541 Iteration: 17 || Clusters count: 2 || Log posterior: -233023.75349452227 || Iter Time:0.005281209945678711 || Total time:24.18008017539978 Iteration: 18 || Clusters count: 2 || Log posterior: -232988.37061140116 || Iter Time:0.005166053771972656 || Total time:24.185246229171753 Iteration: 19 || Clusters count: 2 || Log posterior: -232953.4202514019 || Iter Time:0.005296945571899414 || Total time:24.190543174743652 Iteration: 20 || Clusters count: 2 || Log posterior: -232890.68276490117 || Iter Time:1.8048830032348633 || Total time:25.995426177978516 Loading and distributing data: 0.000893 seconds (141 allocations: 396.023 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232937.1161393888 || Iter Time:0.03692507743835449 || Total time:26.03235125541687 Iteration: 22 || Clusters count: 2 || Log posterior: -232906.14761625385 || Iter Time:0.08948302268981934 || Total time:26.12183427810669 Iteration: 23 || Clusters count: 2 || Log posterior: -232894.63980375385 || Iter Time:0.005572795867919922 || Total time:26.12740707397461 Iteration: 24 || Clusters count: 2 || Log posterior: -232902.31107290275 || Iter Time:0.005651950836181641 || Total time:26.13305902481079 Iteration: 25 || Clusters count: 2 || Log posterior: -232887.17997486825 || Iter Time:0.005570888519287109 || Total time:26.138629913330078 Iteration: 26 || Clusters count: 2 || Log posterior: -232880.29378987235 || Iter Time:0.0055789947509765625 || Total time:26.144208908081055 Iteration: 27 || Clusters count: 2 || Log posterior: -232877.5477576541 || Iter Time:0.005658149719238281 || Total time:26.149867057800293 Iteration: 28 || Clusters count: 3 || Log posterior: -232711.08779982972 || Iter Time:0.007588863372802734 || Total time:26.157455921173096 Iteration: 29 || Clusters count: 3 || Log posterior: -232714.566328463 || Iter Time:0.006240129470825195 || Total time:26.16369605064392 Iteration: 30 || Clusters count: 3 || Log posterior: -232694.01294200824 || Iter Time:0.006150960922241211 || Total time:26.169847011566162 Iteration: 31 || Clusters count: 3 || Log posterior: -232696.87616063753 || Iter Time:0.006166934967041016 || Total time:26.176013946533203 Iteration: 32 || Clusters count: 3 || Log posterior: -232717.37030970372 || Iter Time:0.006329059600830078 || Total time:26.182343006134033 Iteration: 33 || Clusters count: 3 || Log posterior: -232693.94236024967 || Iter Time:0.010065078735351562 || Total time:26.192408084869385 Iteration: 34 || Clusters count: 3 || Log posterior: -232667.0748930976 || Iter Time:0.01685190200805664 || Total time:26.20925998687744 Iteration: 35 || Clusters count: 3 || Log posterior: -232652.96492261384 || Iter Time:0.010854959487915039 || Total time:26.220114946365356 Iteration: 36 || Clusters count: 3 || Log posterior: -232683.4750422391 || Iter Time:0.006266117095947266 || Total time:26.226381063461304 Iteration: 37 || Clusters count: 3 || Log posterior: -232670.59891112862 || Iter Time:0.006682157516479492 || Total time:26.233063220977783 Iteration: 38 || Clusters count: 3 || Log posterior: -232671.88727812408 || Iter Time:0.006842136383056641 || Total time:26.23990535736084 Iteration: 39 || Clusters count: 4 || Log posterior: -232391.9710131883 || Iter Time:0.008524179458618164 || Total time:26.248429536819458 Iteration: 40 || Clusters count: 4 || Log posterior: -232343.55144473317 || Iter Time:0.007575035095214844 || Total time:26.256004571914673 Iteration: 41 || Clusters count: 4 || Log posterior: -232182.05524267463 || Iter Time:0.007048845291137695 || Total time:26.26305341720581 Loading and distributing data: 0.000527 seconds (141 allocations: 396.023 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262492.00053877174 || Iter Time:0.006112098693847656 || Total time:26.269165515899658 Iteration: 43 || Clusters count: 5 || Log posterior: -262095.60468154866 || Iter Time:0.007411956787109375 || Total time:26.276577472686768 Iteration: 44 || Clusters count: 5 || Log posterior: -261980.95583033105 || Iter Time:0.006567955017089844 || Total time:26.283145427703857 Iteration: 45 || Clusters count: 5 || Log posterior: -261915.72627688202 || Iter Time:0.006443977355957031 || Total time:26.289589405059814 Iteration: 46 || Clusters count: 5 || Log posterior: -261881.31519842363 || Iter Time:0.006308078765869141 || Total time:26.295897483825684 Iteration: 47 || Clusters count: 5 || Log posterior: -261849.08935368576 || Iter Time:0.006353139877319336 || Total time:26.302250623703003 Iteration: 48 || Clusters count: 5 || Log posterior: -261841.77183442228 || Iter Time:0.006574153900146484 || Total time:26.30882477760315 Iteration: 49 || Clusters count: 5 || Log posterior: -261835.32105352893 || Iter Time:0.006654024124145508 || Total time:26.315478801727295 Iteration: 50 || Clusters count: 5 || Log posterior: -261799.86288949492 || Iter Time:0.006417989730834961 || Total time:26.32189679145813 Iteration: 51 || Clusters count: 5 || Log posterior: -261793.3477837655 || Iter Time:0.009131908416748047 || Total time:26.331028699874878 Iteration: 52 || Clusters count: 5 || Log posterior: -261783.97816274513 || Iter Time:0.007466793060302734 || Total time:26.33849549293518 Iteration: 53 || Clusters count: 5 || Log posterior: -261798.58028767837 || Iter Time:0.00745391845703125 || Total time:26.345949411392212 Iteration: 54 || Clusters count: 6 || Log posterior: -261630.10503710923 || Iter Time:0.008744001388549805 || Total time:26.35469341278076 Iteration: 55 || Clusters count: 6 || Log posterior: -261624.32122802825 || Iter Time:0.1375288963317871 || Total time:26.49222230911255 Iteration: 56 || Clusters count: 6 || Log posterior: -261611.67461348962 || Iter Time:0.007950782775878906 || Total time:26.500173091888428 Iteration: 57 || Clusters count: 6 || Log posterior: -261640.55995914387 || Iter Time:0.006937980651855469 || Total time:26.507111072540283 Iteration: 58 || Clusters count: 7 || Log posterior: -261255.9541358804 || Iter Time:0.8417611122131348 || Total time:27.348872184753418 Iteration: 59 || Clusters count: 7 || Log posterior: -261122.44837098249 || Iter Time:0.008244991302490234 || Total time:27.357117176055908 Iteration: 60 || Clusters count: 7 || Log posterior: -261101.38660276876 || Iter Time:0.008177995681762695 || Total time:27.36529517173767 Iteration: 61 || Clusters count: 7 || Log posterior: -261096.98952170357 || Iter Time:0.00781702995300293 || Total time:27.373112201690674 Iteration: 62 || Clusters count: 7 || Log posterior: -261023.95755418116 || Iter Time:0.0074350833892822266 || Total time:27.380547285079956 Loading and distributing data: 0.000559 seconds (141 allocations: 396.023 KiB) Iteration: 63 || Clusters count: 7 || Log posterior: -260978.23445281235 || Iter Time:0.007639884948730469 || Total time:27.388187170028687 Iteration: 64 || Clusters count: 7 || Log posterior: -260906.92341287958 || Iter Time:0.007951021194458008 || Total time:27.396138191223145 Iteration: 65 || Clusters count: 7 || Log posterior: -260896.37578883037 || Iter Time:0.008287906646728516 || Total time:27.404426097869873 Iteration: 66 || Clusters count: 7 || Log posterior: -260903.14139405746 || Iter Time:0.008296966552734375 || Total time:27.412723064422607 Iteration: 67 || Clusters count: 7 || Log posterior: -260900.88905046816 || Iter Time:0.00820612907409668 || Total time:27.420929193496704 Iteration: 68 || Clusters count: 7 || Log posterior: -260897.66745021474 || Iter Time:0.008224010467529297 || Total time:27.429153203964233 Iteration: 69 || Clusters count: 8 || Log posterior: -260496.7751372017 || Iter Time:0.009252071380615234 || Total time:27.43840527534485 Iteration: 70 || Clusters count: 8 || Log posterior: -260436.5997140881 || Iter Time:0.008336782455444336 || Total time:27.446742057800293 Iteration: 71 || Clusters count: 9 || Log posterior: -260123.9826776845 || Iter Time:0.009552001953125 || Total time:27.456294059753418 Iteration: 72 || Clusters count: 9 || Log posterior: -259973.7578919379 || Iter Time:0.009073972702026367 || Total time:27.465368032455444 Iteration: 73 || Clusters count: 10 || Log posterior: -259573.28688321533 || Iter Time:0.010107994079589844 || Total time:27.475476026535034 Iteration: 74 || Clusters count: 10 || Log posterior: -259480.4493946064 || Iter Time:0.00957489013671875 || Total time:27.485050916671753 Iteration: 75 || Clusters count: 10 || Log posterior: -259460.13755217963 || Iter Time:0.009597063064575195 || Total time:27.494647979736328 Iteration: 76 || Clusters count: 10 || Log posterior: -259459.35281243362 || Iter Time:0.009479045867919922 || Total time:27.504127025604248 Iteration: 77 || Clusters count: 11 || Log posterior: -259301.2915538203 || Iter Time:0.014213800430297852 || Total time:27.518340826034546 Iteration: 78 || Clusters count: 11 || Log posterior: -259271.13946212392 || Iter Time:0.02251601219177246 || Total time:27.54085683822632 Iteration: 79 || Clusters count: 11 || Log posterior: -259269.47760283604 || Iter Time:0.030812978744506836 || Total time:27.571669816970825 Iteration: 80 || Clusters count: 11 || Log posterior: -259270.36157391217 || Iter Time:0.009244918823242188 || Total time:27.580914735794067 Iteration: 81 || Clusters count: 11 || Log posterior: -259256.8098085057 || Iter Time:0.009331941604614258 || Total time:27.59024667739868 Iteration: 82 || Clusters count: 11 || Log posterior: -259272.9875253668 || Iter Time:0.009212970733642578 || Total time:27.599459648132324 Iteration: 83 || Clusters count: 11 || Log posterior: -259218.15153846802 || Iter Time:0.00865316390991211 || Total time:27.608112812042236 Loading and distributing data: 0.000561 seconds (141 allocations: 396.023 KiB) Iteration: 84 || Clusters count: 11 || Log posterior: -259272.66896847822 || Iter Time:0.00925302505493164 || Total time:27.617365837097168 Iteration: 85 || Clusters count: 11 || Log posterior: -259205.59007314284 || Iter Time:0.009510040283203125 || Total time:27.62687587738037 Iteration: 86 || Clusters count: 11 || Log posterior: -259167.66883840063 || Iter Time:0.010258913040161133 || Total time:27.637134790420532 Iteration: 87 || Clusters count: 11 || Log posterior: -259169.93138349932 || Iter Time:0.010416984558105469 || Total time:27.647551774978638 Iteration: 88 || Clusters count: 11 || Log posterior: -259163.28892641878 || Iter Time:0.011400938034057617 || Total time:27.658952713012695 Iteration: 89 || Clusters count: 11 || Log posterior: -259158.11903283853 || Iter Time:0.011346817016601562 || Total time:27.670299530029297 Iteration: 90 || Clusters count: 11 || Log posterior: -259159.15850340095 || Iter Time:0.011356830596923828 || Total time:27.68165636062622 Iteration: 91 || Clusters count: 11 || Log posterior: -259158.83930457383 || Iter Time:0.011169195175170898 || Total time:27.69282555580139 Iteration: 92 || Clusters count: 13 || Log posterior: -258744.39858351558 || Iter Time:0.014081954956054688 || Total time:27.706907510757446 Iteration: 93 || Clusters count: 13 || Log posterior: -258668.0201165146 || Iter Time:0.012780904769897461 || Total time:27.719688415527344 Iteration: 94 || Clusters count: 13 || Log posterior: -258636.35369420663 || Iter Time:0.029343128204345703 || Total time:27.74903154373169 Iteration: 95 || Clusters count: 13 || Log posterior: -258620.32494688747 || Iter Time:0.013985157012939453 || Total time:27.76301670074463 Iteration: 96 || Clusters count: 13 || Log posterior: -258623.10476108635 || Iter Time:0.013235807418823242 || Total time:27.776252508163452 Iteration: 97 || Clusters count: 13 || Log posterior: -258618.68833751488 || Iter Time:0.01383209228515625 || Total time:27.79008460044861 Iteration: 98 || Clusters count: 13 || Log posterior: -258634.48879532056 || Iter Time:0.013969182968139648 || Total time:27.804053783416748 Iteration: 99 || Clusters count: 13 || Log posterior: -258618.96114185665 || Iter Time:0.013993978500366211 || Total time:27.818047761917114 Iteration: 100 || Clusters count: 13 || Log posterior: -258611.9502151674 || Iter Time:0.02221393585205078 || Total time:27.840261697769165 Iteration: 101 || Clusters count: 13 || Log posterior: -258614.88581250847 || Iter Time:0.020108938217163086 || Total time:27.860370635986328 Iteration: 102 || Clusters count: 13 || Log posterior: -258599.04970132394 || Iter Time:0.013274908065795898 || Total time:27.873645544052124 Iteration: 103 || Clusters count: 13 || Log posterior: -258602.869156074 || Iter Time:0.013823986053466797 || Total time:27.88746953010559 Iteration: 104 || Clusters count: 13 || Log posterior: -258582.95517747782 || Iter Time:0.017431020736694336 || Total time:27.904900550842285 Loading and distributing data: 0.000537 seconds (141 allocations: 396.023 KiB) Iteration: 105 || Clusters count: 13 || Log posterior: -259043.10583972535 || Iter Time:0.013020038604736328 || Total time:27.91792058944702 Iteration: 106 || Clusters count: 13 || Log posterior: -258987.08538508156 || Iter Time:0.012913942337036133 || Total time:27.930834531784058 Iteration: 107 || Clusters count: 17 || Log posterior: -257613.99686666828 || Iter Time:0.017074108123779297 || Total time:27.947908639907837 Iteration: 108 || Clusters count: 17 || Log posterior: -257420.0105515711 || Iter Time:0.01460719108581543 || Total time:27.962515830993652 Iteration: 109 || Clusters count: 17 || Log posterior: -257380.20536421437 || Iter Time:0.014343023300170898 || Total time:27.976858854293823 Iteration: 110 || Clusters count: 17 || Log posterior: -257370.82012224273 || Iter Time:0.01450800895690918 || Total time:27.991366863250732 Iteration: 111 || Clusters count: 17 || Log posterior: -257371.96417751955 || Iter Time:0.019255876541137695 || Total time:28.01062273979187 Iteration: 112 || Clusters count: 17 || Log posterior: -257356.21514609834 || Iter Time:0.014349937438964844 || Total time:28.024972677230835 Iteration: 113 || Clusters count: 17 || Log posterior: -257357.35465670837 || Iter Time:0.013406991958618164 || Total time:28.038379669189453 Iteration: 114 || Clusters count: 17 || Log posterior: -257368.6970724683 || Iter Time:0.013347864151000977 || Total time:28.051727533340454 Iteration: 115 || Clusters count: 17 || Log posterior: -257283.0725913687 || Iter Time:0.013402938842773438 || Total time:28.065130472183228 Iteration: 116 || Clusters count: 17 || Log posterior: -257288.46328012215 || Iter Time:0.012763023376464844 || Total 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posterior: -256272.6925405197 || Iter Time:0.021533966064453125 || Total time:28.32006573677063 Iteration: 131 || Clusters count: 20 || Log posterior: -256260.8002362713 || Iter Time:0.017742156982421875 || Total time:28.33780789375305 Iteration: 132 || Clusters count: 20 || Log posterior: -256267.48962230896 || Iter Time:0.017101049423217773 || Total time:28.35490894317627 Iteration: 133 || Clusters count: 20 || Log posterior: -256265.18493782595 || Iter Time:0.017171144485473633 || Total time:28.372080087661743 Iteration: 134 || Clusters count: 20 || Log posterior: -256256.9929782346 || Iter Time:0.025671958923339844 || Total time:28.397752046585083 Iteration: 135 || Clusters count: 20 || Log posterior: -256262.41438865938 || Iter Time:0.0361330509185791 || Total time:28.433885097503662 Iteration: 136 || Clusters count: 20 || Log posterior: -256258.47385994604 || Iter Time:0.021023035049438477 || Total time:28.4549081325531 Iteration: 137 || Clusters count: 20 || Log posterior: -256258.11978111032 || Iter Time:0.019347190856933594 || Total time:28.474255323410034 Iteration: 138 || Clusters count: 20 || Log posterior: -256256.2387633242 || Iter Time:0.021899938583374023 || Total time:28.496155261993408 Iteration: 139 || Clusters count: 20 || Log posterior: -256255.8778557329 || Iter Time:0.017531156539916992 || Total time:28.513686418533325 Iteration: 140 || Clusters count: 20 || Log posterior: -256259.28491660036 || Iter Time:0.016983985900878906 || Total time:28.530670404434204 Iteration: 141 || Clusters count: 20 || Log posterior: -256257.50615638166 || Iter Time:0.021381855010986328 || Total time:28.55205225944519 Iteration: 142 || Clusters count: 20 || Log posterior: -256257.14524879033 || Iter Time:0.025149822235107422 || Total time:28.577202081680298 Iteration: 143 || Clusters count: 20 || Log posterior: -256256.97841090406 || Iter Time:0.022838115692138672 || Total time:28.600040197372437 Iteration: 144 || Clusters count: 20 || Log posterior: -256274.6339657955 || Iter Time:0.023182153701782227 || Total time:28.62322235107422 Iteration: 145 || Clusters count: 20 || Log posterior: -256268.36068264284 || Iter Time:0.024152040481567383 || Total time:28.647374391555786 Iteration: 146 || Clusters count: 20 || Log posterior: -256258.2013569119 || Iter Time:0.02831101417541504 || Total time:28.6756854057312 Loading and distributing data: 0.000533 seconds (141 allocations: 396.023 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255761.8799921251 || Iter Time:0.02396702766418457 || Total time:28.699652433395386 Iteration: 148 || Clusters count: 20 || Log posterior: -255755.48244107867 || Iter Time:0.021769046783447266 || Total time:28.721421480178833 Iteration: 149 || Clusters count: 20 || Log posterior: -255760.49519898582 || Iter Time:0.02765202522277832 || Total time:28.74907350540161 Iteration: 150 || Clusters count: 20 || Log posterior: -255755.63458427624 || Iter Time:0.022301912307739258 || Total 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posterior: -255994.91205139837 || Iter Time:0.02420496940612793 || Total time:29.464235305786133 Iteration: 172 || Clusters count: 20 || Log posterior: -255986.29014401155 || Iter Time:0.017528057098388672 || Total time:29.48176336288452 Iteration: 173 || Clusters count: 20 || Log posterior: -255984.3316560561 || Iter Time:0.01799798011779785 || Total time:29.49976134300232 Iteration: 174 || Clusters count: 20 || Log posterior: -255981.75385663935 || Iter Time:0.04632115364074707 || Total time:29.546082496643066 Iteration: 175 || Clusters count: 20 || Log posterior: -255978.71741705487 || Iter Time:0.04903602600097656 || Total time:29.595118522644043 Iteration: 176 || Clusters count: 20 || Log posterior: -255980.39347935372 || Iter Time:0.03591299057006836 || Total time:29.63103151321411 Iteration: 177 || Clusters count: 20 || Log posterior: -255989.09599834675 || Iter Time:0.019655942916870117 || Total time:29.65068745613098 Iteration: 178 || Clusters count: 20 || Log posterior: -255984.07385013736 || Iter Time:0.02508401870727539 || Total time:29.675771474838257 Iteration: 179 || Clusters count: 20 || Log posterior: -255978.92046537893 || Iter Time:0.019794940948486328 || Total time:29.695566415786743 Iteration: 180 || Clusters count: 20 || Log posterior: -255978.47310335177 || Iter Time:0.024425983428955078 || Total time:29.7199923992157 Iteration: 181 || Clusters count: 20 || Log posterior: -255979.78756161986 || Iter Time:0.02054619789123535 || Total time:29.740538597106934 Iteration: 182 || Clusters count: 20 || Log posterior: -255989.23456109478 || Iter Time:0.014362812042236328 || Total time:29.75490140914917 Iteration: 183 || Clusters count: 20 || Log posterior: -255977.3604987951 || Iter Time:0.022686004638671875 || Total time:29.777587413787842 Iteration: 184 || Clusters count: 20 || Log posterior: -255983.37997285475 || Iter Time:0.030689001083374023 || Total time:29.808276414871216 Iteration: 185 || Clusters count: 20 || Log posterior: -255983.60749499834 || Iter Time:0.023041963577270508 || Total time:29.831318378448486 Iteration: 186 || Clusters count: 20 || Log posterior: -255988.9208401573 || Iter Time:0.01844000816345215 || Total time:29.84975838661194 Iteration: 187 || Clusters count: 20 || Log posterior: -255983.31467894616 || Iter Time:0.029410839080810547 || Total time:29.87916922569275 Iteration: 188 || Clusters count: 20 || Log posterior: -255979.10979627972 || Iter Time:0.030804872512817383 || Total time:29.909974098205566 Loading and distributing data: 0.000512 seconds (141 allocations: 396.023 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255895.63359851378 || Iter Time:0.025954008102416992 || Total time:29.935928106307983 Iteration: 190 || Clusters count: 20 || Log posterior: -255876.58494352974 || Iter Time:0.017162799835205078 || Total time:29.95309090614319 Iteration: 191 || Clusters count: 20 || Log posterior: -255877.13601274442 || Iter Time:0.017750978469848633 || Total time:29.970841884613037 Iteration: 192 || Clusters count: 20 || Log posterior: -255884.2160754109 || Iter Time:0.021209001541137695 || Total time:29.992050886154175 Iteration: 193 || Clusters count: 20 || Log posterior: -255874.7859867167 || Iter Time:0.02180004119873047 || Total time:30.013850927352905 Iteration: 194 || Clusters count: 20 || Log posterior: -255882.25886687962 || Iter Time:0.021188020706176758 || Total time:30.035038948059082 Iteration: 195 || Clusters count: 20 || Log posterior: -255882.27779823952 || Iter Time:0.03397798538208008 || Total time:30.069016933441162 Iteration: 196 || Clusters count: 20 || Log posterior: -255888.90007273637 || Iter Time:0.02124500274658203 || Total time:30.090261936187744 Iteration: 197 || Clusters count: 20 || Log posterior: -255878.79363977214 || Iter Time:0.02517414093017578 || Total time:30.11543607711792 Iteration: 198 || Clusters count: 20 || Log posterior: -255881.0778315638 || Iter Time:0.0293428897857666 || Total time:30.144778966903687 Iteration: 199 || Clusters count: 20 || Log posterior: -255872.49175881402 || Iter Time:0.04307699203491211 || Total time:30.1878559589386 Iteration: 200 || Clusters count: 20 || Log posterior: -255870.87536805647 || Iter Time:0.021689891815185547 || Total time:30.209545850753784 Iteration: 201 || Clusters count: 20 || Log posterior: -255869.16791055558 || Iter Time:0.02256298065185547 || Total time:30.23210883140564 Iteration: 202 || Clusters count: 20 || Log posterior: -255874.61580299825 || Iter Time:0.02909398078918457 || Total time:30.261202812194824 Iteration: 203 || Clusters count: 20 || Log posterior: -255872.20192986412 || Iter Time:0.020786046981811523 || Total time:30.281988859176636 Iteration: 204 || Clusters count: 20 || Log posterior: -255876.8101147381 || Iter Time:0.023360013961791992 || Total time:30.305348873138428 Iteration: 205 || Clusters count: 20 || Log posterior: -255871.171711856 || Iter Time:0.09754586219787598 || Total time:30.402894735336304 Iteration: 206 || Clusters count: 20 || Log posterior: -255763.13586356028 || Iter Time:0.022560834884643555 || Total time:30.425455570220947 Iteration: 207 || Clusters count: 20 || Log posterior: -255750.21249537927 || Iter Time:0.020767927169799805 || Total time:30.446223497390747 Iteration: 208 || Clusters count: 20 || Log posterior: -255660.63199043294 || Iter Time:0.5807700157165527 || Total time:31.0269935131073 Iteration: 209 || Clusters count: 20 || Log posterior: -255660.63199043294 || Iter Time:0.01607799530029297 || Total time:31.043071508407593 NMI: 0.7718803736599885 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m32.0s [17420, 20991, 17984, 89987, 15165, 727, 26429, 35738, 23079, 1090, 72173, 10957, 94504, 28779, 188691, 51252, 20533, 76893, 134622, 72986] Loading and distributing data: 0.000318 seconds (141 allocations: 13.211 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7148.42520803652 || Iter Time:4.783523082733154 || Total time:4.783523082733154 Iteration: 1 || Clusters count: 1 || Log posterior: -7148.42520803652 || Iter Time:0.0020928382873535156 || Total time:4.785615921020508 Iteration: 2 || Clusters count: 1 || Log posterior: -7148.42520803652 || Iter Time:0.0015721321105957031 || Total time:4.7871880531311035 Iteration: 3 || Clusters count: 1 || Log posterior: -7148.42520803652 || Iter Time:0.0013408660888671875 || Total time:4.788528919219971 Iteration: 4 || Clusters count: 1 || Log posterior: -7148.42520803652 || Iter Time:0.0012981891632080078 || Total time:4.789827108383179 Iteration: 5 || Clusters count: 1 || Log posterior: -7148.42520803652 || Iter Time:0.0012199878692626953 || Total time:4.791047096252441 Iteration: 6 || Clusters count: 1 || Log posterior: -7148.42520803652 || Iter Time:0.0011928081512451172 || Total time:4.7922399044036865 Iteration: 7 || Clusters count: 1 || Log posterior: -7148.42520803652 || Iter Time:0.0011758804321289062 || Total time:4.793415784835815 Iteration: 8 || Clusters count: 2 || Log posterior: -7140.931957511904 || Iter Time:0.20880603790283203 || Total time:5.0022218227386475 Iteration: 9 || Clusters count: 2 || Log posterior: -7118.0880335496095 || Iter Time:0.0019080638885498047 || Total time:5.004129886627197 Iteration: 10 || Clusters count: 2 || Log posterior: -7132.954746013298 || Iter Time:0.0016939640045166016 || Total time:5.005823850631714 Iteration: 11 || Clusters count: 2 || Log posterior: -7146.5552876011125 || Iter Time:0.0016100406646728516 || Total time:5.007433891296387 Iteration: 12 || Clusters count: 2 || Log posterior: -7137.9046386631835 || Iter Time:0.0015311241149902344 || Total time:5.008965015411377 Iteration: 13 || Clusters count: 2 || Log posterior: -7098.657061076812 || Iter Time:0.0015001296997070312 || Total time:5.010465145111084 Iteration: 14 || Clusters count: 2 || Log posterior: -7137.986530195725 || Iter Time:0.0014908313751220703 || Total time:5.011955976486206 Iteration: 15 || Clusters count: 2 || Log posterior: -7126.448450298363 || Iter Time:0.0015180110931396484 || Total time:5.013473987579346 Iteration: 16 || Clusters count: 2 || Log posterior: -7113.4443221520505 || Iter Time:0.0015480518341064453 || Total time:5.015022039413452 Iteration: 17 || Clusters count: 2 || Log posterior: -7145.1029271334355 || Iter Time:0.0014889240264892578 || Total time:5.016510963439941 Iteration: 18 || Clusters count: 3 || Log posterior: -7050.721690138626 || Iter Time:0.0029070377349853516 || Total time:5.019418001174927 Iteration: 19 || Clusters count: 3 || Log posterior: -6981.3555597421755 || Iter Time:0.0020639896392822266 || Total time:5.021481990814209 Iteration: 20 || Clusters count: 3 || Log posterior: -6907.572155311384 || Iter Time:0.0020279884338378906 || Total time:5.023509979248047 Iteration: 21 || Clusters count: 4 || Log posterior: -6763.37324654834 || Iter Time:0.04162716865539551 || Total time:5.065137147903442 Iteration: 22 || Clusters count: 4 || Log posterior: -6762.83895282773 || Iter Time:0.0023729801177978516 || Total time:5.06751012802124 Iteration: 23 || Clusters count: 4 || Log posterior: -6765.186102765593 || Iter Time:0.002287149429321289 || Total time:5.0697972774505615 Iteration: 24 || Clusters count: 4 || Log posterior: -6746.132757591461 || Iter Time:0.0021409988403320312 || Total time:5.0719382762908936 Iteration: 25 || Clusters count: 4 || Log posterior: -6760.97688489808 || Iter Time:0.0022559165954589844 || Total time:5.0741941928863525 Iteration: 26 || Clusters count: 4 || Log posterior: -6756.938058281244 || Iter Time:0.00232696533203125 || Total time:5.076521158218384 Iteration: 27 || Clusters count: 4 || Log posterior: -6756.544369597842 || Iter Time:0.0023648738861083984 || Total time:5.078886032104492 Iteration: 28 || Clusters count: 5 || Log posterior: -6575.738914602009 || Iter Time:0.003932952880859375 || Total time:5.082818984985352 Iteration: 29 || Clusters count: 5 || Log posterior: -6486.079514241961 || Iter Time:0.005114078521728516 || Total time:5.08793306350708 Iteration: 30 || Clusters count: 5 || Log posterior: -6332.694097250704 || Iter Time:1.8649070262908936 || Total time:6.952840089797974 false [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5] [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5] Loading and distributing data: 0.000263 seconds (141 allocations: 13.211 KiB) Iteration: 31 || Clusters count: 6 || Log posterior: -6131.832940248547 || Iter Time:0.03045487403869629 || Total time:6.98329496383667 Iteration: 32 || Clusters count: 6 || Log posterior: -6061.723483248231 || Iter Time:0.013813018798828125 || Total time:6.997107982635498 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 33 || Clusters count: 6 || Log posterior: -5403.894130048633 || Iter Time:0.0034558773040771484 || Total time:7.000563859939575 Iteration: 34 || Clusters count: 6 || Log posterior: -5329.620898155614 || Iter Time:0.014104843139648438 || Total time:7.014668703079224 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 35 || Clusters count: 6 || Log posterior: -5206.114598179701 || Iter Time:0.0036611557006835938 || Total time:7.018329858779907 Iteration: 36 || Clusters count: 6 || Log posterior: -5118.94152313828 || Iter Time:0.013883113861083984 || Total time:7.032212972640991 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 37 || Clusters count: 6 || Log posterior: -5192.951317040986 || Iter Time:0.0034720897674560547 || Total time:7.035685062408447 Iteration: 38 || Clusters count: 6 || Log posterior: -5104.293220478046 || Iter Time:0.013808965682983398 || Total time:7.049494028091431 Loading and distributing data: 0.000159 seconds (141 allocations: 13.211 KiB) Iteration: 39 || Clusters count: 6 || Log posterior: -5183.435965906314 || Iter Time:0.0036361217498779297 || Total time:7.053130149841309 Iteration: 40 || Clusters count: 6 || Log posterior: -5108.8847944821 || Iter Time:0.013750076293945312 || Total time:7.066880226135254 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 41 || Clusters count: 6 || Log posterior: -5174.565221335263 || Iter Time:0.0037050247192382812 || Total time:7.070585250854492 Iteration: 42 || Clusters count: 6 || Log posterior: -5090.38475560887 || Iter Time:0.10099196434020996 || Total 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Iteration: 121 || Clusters count: 11 || Log posterior: -4116.356843116598 || Iter Time:0.024839162826538086 || Total time:9.024494886398315 Iteration: 122 || Clusters count: 11 || Log posterior: -4089.5916623520557 || Iter Time:0.05356717109680176 || Total time:9.078062057495117 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 123 || Clusters count: 11 || Log posterior: -4126.229917164934 || Iter Time:0.012713193893432617 || Total time:9.09077525138855 Iteration: 124 || Clusters count: 11 || Log posterior: -4097.651221846002 || Iter Time:0.029539823532104492 || Total time:9.120315074920654 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 125 || Clusters count: 11 || Log posterior: -4103.786883162476 || Iter Time:0.011495113372802734 || Total time:9.131810188293457 Iteration: 126 || Clusters count: 11 || Log posterior: -4078.023979738738 || Iter Time:0.029053926467895508 || Total time:9.160864114761353 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Iteration: 188 || Clusters count: 11 || Log posterior: -4062.0026766107253 || Iter Time:0.0282440185546875 || Total time:11.066318988800049 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 189 || Clusters count: 11 || Log posterior: -4104.8193524816415 || Iter Time:0.018985986709594727 || Total time:11.085304975509644 Iteration: 190 || Clusters count: 11 || Log posterior: -4091.520113507238 || Iter Time:0.03606295585632324 || Total time:11.121367931365967 Loading and distributing data: 0.000151 seconds (141 allocations: 13.211 KiB) Iteration: 191 || Clusters count: 11 || Log posterior: -4120.829648800362 || Iter Time:0.01702594757080078 || Total time:11.138393878936768 Iteration: 192 || Clusters count: 11 || Log posterior: -4100.322561823719 || Iter Time:0.031794071197509766 || Total time:11.170187950134277 Loading and distributing data: 0.000143 seconds (141 allocations: 13.211 KiB) Iteration: 193 || Clusters count: 11 || Log posterior: -4159.809303202228 || Iter Time:0.012378931045532227 || Total time:11.18256688117981 Iteration: 194 || Clusters count: 11 || Log posterior: -4135.336949672435 || Iter Time:0.025928020477294922 || Total time:11.208494901657104 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 195 || Clusters count: 11 || Log posterior: -4104.858226372104 || Iter Time:0.010205984115600586 || Total time:11.218700885772705 Iteration: 196 || Clusters count: 11 || Log posterior: -4094.0862578951505 || Iter Time:0.028767824172973633 || Total time:11.247468709945679 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 197 || Clusters count: 11 || Log posterior: -4134.266727334284 || Iter Time:0.011733055114746094 || Total time:11.259201765060425 Iteration: 198 || Clusters count: 11 || Log posterior: -4105.446909640746 || Iter Time:0.028764009475708008 || Total time:11.287965774536133 Loading and distributing data: 0.000181 seconds (141 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Iteration: 221 || Clusters count: 11 || Log posterior: -4131.628754131969 || Iter Time:0.0259249210357666 || Total time:12.058429956436157 Iteration: 222 || Clusters count: 11 || Log posterior: -4123.032029196711 || Iter Time:0.052392005920410156 || Total time:12.110821962356567 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 223 || Clusters count: 11 || Log posterior: -4151.311584582112 || Iter Time:0.023500919342041016 || Total time:12.134322881698608 Iteration: 224 || Clusters count: 11 || Log posterior: -4130.292560282697 || Iter Time:0.04647111892700195 || Total time:12.18079400062561 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 225 || Clusters count: 11 || Log posterior: -4129.03786799475 || Iter Time:0.02145981788635254 || Total time:12.202253818511963 Iteration: 226 || Clusters count: 11 || Log posterior: -4107.02923689531 || Iter Time:0.04591488838195801 || Total time:12.248168706893921 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-4112.14007184981 || Iter Time:0.028143882751464844 || Total time:12.371733903884888 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 233 || Clusters count: 11 || Log posterior: -4126.930710697859 || Iter Time:0.01176905632019043 || Total time:12.383502960205078 Iteration: 234 || Clusters count: 11 || Log posterior: -4108.164273751157 || Iter Time:0.029956817626953125 || Total time:12.413459777832031 Loading and distributing data: 0.003651 seconds (141 allocations: 13.211 KiB) Iteration: 235 || Clusters count: 11 || Log posterior: -4157.154354546486 || Iter Time:0.025914907455444336 || Total time:12.439374685287476 Iteration: 236 || Clusters count: 11 || Log posterior: -4134.202096298182 || Iter Time:0.05550408363342285 || Total time:12.494878768920898 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 237 || Clusters count: 11 || Log posterior: -4182.434285197956 || Iter Time:0.017133235931396484 || Total 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Iteration: 293 || Clusters count: 11 || Log posterior: -4084.4893964439466 || Iter Time:0.027760028839111328 || Total time:14.115106105804443 Iteration: 294 || Clusters count: 11 || Log posterior: -4074.5711581440314 || Iter Time:0.06984090805053711 || Total time:14.18494701385498 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 295 || Clusters count: 11 || Log posterior: -4114.3996405190155 || Iter Time:0.03783607482910156 || Total time:14.222783088684082 Iteration: 296 || Clusters count: 11 || Log posterior: -4094.320039185867 || Iter Time:0.0508730411529541 || Total time:14.273656129837036 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 297 || Clusters count: 11 || Log posterior: -4106.579472734716 || Iter Time:0.032820940017700195 || Total time:14.306477069854736 Iteration: 298 || Clusters count: 11 || Log posterior: -4076.2296050198925 || Iter Time:0.07655906677246094 || Total time:14.383036136627197 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Iteration: 343 || Clusters count: 11 || Log posterior: -4129.067025825367 || Iter Time:0.027366161346435547 || Total time:16.371762990951538 Iteration: 344 || Clusters count: 11 || Log posterior: -4114.7524626983895 || Iter Time:0.12737703323364258 || Total time:16.49914002418518 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 345 || Clusters count: 11 || Log posterior: -4181.114827446652 || Iter Time:0.03192019462585449 || Total time:16.531060218811035 Iteration: 346 || Clusters count: 11 || Log posterior: -4141.514180171254 || Iter Time:0.05560898780822754 || Total time:16.586669206619263 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 347 || Clusters count: 11 || Log posterior: -4134.855700236604 || Iter Time:0.014182090759277344 || Total time:16.60085129737854 Iteration: 348 || Clusters count: 11 || Log posterior: -4112.541932495931 || Iter Time:0.03330683708190918 || Total time:16.63415813446045 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Iteration: 393 || Clusters count: 11 || Log posterior: -4112.239779239963 || Iter Time:0.011445999145507812 || Total time:17.958983659744263 Iteration: 394 || Clusters count: 11 || Log posterior: -4084.6449326167435 || Iter Time:0.0297088623046875 || Total time:17.98869252204895 Loading and distributing data: 0.000194 seconds (141 allocations: 13.242 KiB) Iteration: 395 || Clusters count: 11 || Log posterior: -4013.560127379283 || Iter Time:0.011723041534423828 || Total time:18.000415563583374 Iteration: 396 || Clusters count: 11 || Log posterior: -3999.7478235535623 || Iter Time:0.02985382080078125 || Total time:18.030269384384155 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 397 || Clusters count: 11 || Log posterior: -4023.422011827211 || Iter Time:0.011198997497558594 || Total time:18.041468381881714 Iteration: 398 || Clusters count: 11 || Log posterior: -4004.798474488973 || Iter Time:0.030063867568969727 || Total time:18.071532249450684 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Iteration: 515 || Clusters count: 11 || Log posterior: -4119.055067110952 || Iter Time:0.01813197135925293 || Total time:23.361814737319946 Iteration: 516 || Clusters count: 11 || Log posterior: -4101.186263027453 || Iter Time:0.0487060546875 || Total time:23.410520792007446 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 517 || Clusters count: 11 || Log posterior: -4118.29492988517 || Iter Time:0.01938009262084961 || Total time:23.429900884628296 Iteration: 518 || Clusters count: 11 || Log posterior: -4097.107568342357 || Iter Time:0.04018807411193848 || Total time:23.470088958740234 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 519 || Clusters count: 11 || Log posterior: -4121.010114821304 || Iter Time:0.019263029098510742 || Total time:23.489351987838745 Iteration: 520 || Clusters count: 11 || Log posterior: -4109.728347834893 || Iter Time:0.041648149490356445 || Total time:23.5310001373291 Loading 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Iteration: 565 || Clusters count: 11 || Log posterior: -4098.873273706856 || Iter Time:0.01120901107788086 || Total time:25.33207416534424 Iteration: 566 || Clusters count: 11 || Log posterior: -4065.8444833752283 || Iter Time:0.03101205825805664 || Total time:25.363086223602295 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 567 || Clusters count: 11 || Log posterior: -4048.4294033724746 || Iter Time:0.011672019958496094 || Total time:25.37475824356079 Iteration: 568 || Clusters count: 11 || Log posterior: -4028.732673226271 || Iter Time:0.031204938888549805 || Total time:25.40596318244934 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 569 || Clusters count: 11 || Log posterior: -3992.364085800855 || Iter Time:0.012315988540649414 || Total time:25.41827917098999 Iteration: 570 || Clusters count: 11 || Log posterior: -3976.222148334813 || Iter Time:0.030241012573242188 || Total time:25.448520183563232 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Iteration: 637 || Clusters count: 11 || Log posterior: -4132.458274240285 || Iter Time:0.015933990478515625 || Total time:27.5254065990448 Iteration: 638 || Clusters count: 11 || Log posterior: -4104.259166918234 || Iter Time:0.0468900203704834 || Total time:27.572296619415283 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 639 || Clusters count: 11 || Log posterior: -4158.215634936767 || Iter Time:0.020946979522705078 || Total time:27.59324359893799 Iteration: 640 || Clusters count: 11 || Log posterior: -4135.168332350984 || Iter Time:0.04203200340270996 || Total time:27.6352756023407 Loading and distributing data: 0.004194 seconds (141 allocations: 13.211 KiB) Iteration: 641 || Clusters count: 11 || Log posterior: -4113.044268950053 || Iter Time:0.016206979751586914 || Total time:27.651482582092285 Iteration: 642 || Clusters count: 11 || Log posterior: -4087.400805315053 || Iter Time:0.052349090576171875 || Total time:27.703831672668457 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Iteration: 687 || Clusters count: 11 || Log posterior: -4098.890538866682 || Iter Time:0.011916875839233398 || Total time:29.298186540603638 Iteration: 688 || Clusters count: 11 || Log posterior: -4073.0535640503695 || Iter Time:0.030512094497680664 || Total time:29.32869863510132 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 689 || Clusters count: 11 || Log posterior: -4116.102648935357 || Iter Time:0.016308069229125977 || Total time:29.345006704330444 Iteration: 690 || Clusters count: 11 || Log posterior: -4101.197910550373 || Iter Time:0.04284095764160156 || Total time:29.387847661972046 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 691 || Clusters count: 11 || Log posterior: -4152.333992940672 || Iter Time:0.023480892181396484 || Total time:29.411328554153442 Iteration: 692 || Clusters count: 11 || Log posterior: -4138.7322961883465 || Iter Time:0.7277460098266602 || Total time:30.139074563980103 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Iteration: 787 || Clusters count: 11 || Log posterior: -4074.500314966853 || Iter Time:0.02784895896911621 || Total time:33.378857374191284 Iteration: 788 || Clusters count: 11 || Log posterior: -4064.5119596556597 || Iter Time:0.06280183792114258 || Total time:33.44165921211243 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 789 || Clusters count: 11 || Log posterior: -4120.171767338063 || Iter Time:0.028222084045410156 || Total time:33.46988129615784 Iteration: 790 || Clusters count: 11 || Log posterior: -4089.1737463906748 || Iter Time:0.12094402313232422 || Total time:33.59082531929016 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 791 || Clusters count: 11 || Log posterior: -4143.95701626699 || Iter Time:0.02740192413330078 || Total time:33.61822724342346 Iteration: 792 || Clusters count: 11 || Log posterior: -4112.694203360861 || Iter Time:0.06109905242919922 || Total time:33.67932629585266 Loading 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distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 871 || Clusters count: 11 || Log posterior: -4199.126420878115 || Iter Time:0.012941122055053711 || Total time:36.568392753601074 Iteration: 872 || Clusters count: 11 || Log posterior: -4154.275150010617 || Iter Time:0.031723976135253906 || Total time:36.60011672973633 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 873 || Clusters count: 11 || Log posterior: -4144.555468953389 || Iter Time:0.012840032577514648 || Total time:36.61295676231384 Iteration: 874 || Clusters count: 11 || Log posterior: -4118.740923119856 || Iter Time:0.03499794006347656 || Total time:36.64795470237732 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 875 || Clusters count: 11 || Log posterior: -4131.711258110271 || Iter Time:0.02354288101196289 || Total time:36.67149758338928 Iteration: 876 || Clusters count: 11 || Log posterior: -4102.755127000333 || Iter Time:0.05634498596191406 || Total time:36.727842569351196 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 877 || Clusters count: 11 || Log posterior: -4046.278647477003 || Iter Time:0.016979217529296875 || Total time:36.74482178688049 Iteration: 878 || Clusters count: 11 || Log posterior: -4023.95094273373 || Iter Time:0.04694199562072754 || Total time:36.79176378250122 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 879 || Clusters count: 11 || Log posterior: -4078.4750483242433 || Iter Time:0.019932031631469727 || Total time:36.81169581413269 Iteration: 880 || Clusters count: 11 || Log posterior: -4063.1008907781115 || Iter Time:0.05005693435668945 || Total time:36.86175274848938 Loading and distributing data: 0.000257 seconds (141 allocations: 13.211 KiB) Iteration: 881 || Clusters count: 11 || Log posterior: -4099.461933111733 || Iter Time:0.02035212516784668 || Total time:36.88210487365723 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posterior: -4125.32618442069 || Iter Time:0.058660030364990234 || Total time:37.83703327178955 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 905 || Clusters count: 11 || Log posterior: -4175.874710060373 || Iter Time:0.02694392204284668 || Total time:37.8639771938324 Iteration: 906 || Clusters count: 11 || Log posterior: -4143.843145276768 || Iter Time:0.05980801582336426 || Total time:37.92378520965576 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 907 || Clusters count: 11 || Log posterior: -4123.88450571194 || Iter Time:0.022145986557006836 || Total time:37.94593119621277 Iteration: 908 || Clusters count: 11 || Log posterior: -4113.729037822466 || Iter Time:0.0647270679473877 || Total time:38.010658264160156 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 909 || Clusters count: 11 || Log posterior: -4160.118430887284 || Iter Time:0.0222170352935791 || Total 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11 || Log posterior: -4090.417319440322 || Iter Time:0.03296494483947754 || Total time:38.647210121154785 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 933 || Clusters count: 11 || Log posterior: -4097.5318505134 || Iter Time:0.013159990310668945 || Total time:38.660370111465454 Iteration: 934 || Clusters count: 11 || Log posterior: -4083.8350324904386 || Iter Time:0.034207820892333984 || Total time:38.69457793235779 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 935 || Clusters count: 11 || Log posterior: -4169.672676585297 || Iter Time:0.011998891830444336 || Total time:38.70657682418823 Iteration: 936 || Clusters count: 11 || Log posterior: -4131.034754499286 || Iter Time:0.03171491622924805 || Total time:38.73829174041748 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 937 || Clusters count: 11 || Log posterior: -4147.958699678547 || Iter 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Iteration: 943 || Clusters count: 11 || Log posterior: -4083.5384696798656 || Iter Time:0.01166987419128418 || Total time:38.886943101882935 Iteration: 944 || Clusters count: 11 || Log posterior: -4061.3697377252674 || Iter Time:0.031196117401123047 || Total time:38.91813921928406 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 945 || Clusters count: 11 || Log posterior: -4074.0131438304807 || Iter Time:0.012375116348266602 || Total time:38.930514335632324 Iteration: 946 || Clusters count: 11 || Log posterior: -4042.7757057869267 || Iter Time:0.03111100196838379 || Total time:38.96162533760071 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 947 || Clusters count: 11 || Log posterior: -4097.123936693135 || Iter Time:0.012195110321044922 || Total time:38.97382044792175 Iteration: 948 || Clusters count: 11 || Log posterior: -4074.7134900782357 || Iter Time:0.03174901008605957 || Total time:39.00556945800781 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Iteration: 1181 || Clusters count: 11 || Log posterior: -4122.771335596659 || Iter Time:0.015325069427490234 || Total time:46.5120747089386 Iteration: 1182 || Clusters count: 11 || Log posterior: -4107.1753936516525 || Iter Time:0.03072190284729004 || Total time:46.54279661178589 Loading and distributing data: 0.000211 seconds (141 allocations: 13.211 KiB) Iteration: 1183 || Clusters count: 11 || Log posterior: -4154.9488820806655 || Iter Time:0.013082027435302734 || Total time:46.55587863922119 Iteration: 1184 || Clusters count: 11 || Log posterior: -4121.903466401462 || Iter Time:0.03024888038635254 || Total time:46.586127519607544 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1185 || Clusters count: 11 || Log posterior: -4107.33579612244 || Iter Time:0.01143503189086914 || Total time:46.59756255149841 Iteration: 1186 || Clusters count: 11 || Log posterior: -4080.768792204254 || Iter Time:0.029772043228149414 || Total time:46.62733459472656 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Iteration: 1220 || Clusters count: 11 || Log posterior: -4089.815254595711 || Iter Time:0.03375101089477539 || Total time:47.6102077960968 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 1221 || Clusters count: 11 || Log posterior: -4102.6384320459265 || Iter Time:0.014985084533691406 || Total time:47.62519288063049 Iteration: 1222 || Clusters count: 11 || Log posterior: -4083.9035468249976 || Iter Time:0.03157520294189453 || Total time:47.65676808357239 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1223 || Clusters count: 11 || Log posterior: -4131.963467418534 || Iter Time:0.011595964431762695 || Total time:47.66836404800415 Iteration: 1224 || Clusters count: 11 || Log posterior: -4118.992690540142 || Iter Time:0.031046152114868164 || Total time:47.69941020011902 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1225 || Clusters count: 11 || Log posterior: 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Iteration: 1253 || Clusters count: 11 || Log posterior: -4114.784210683394 || Iter Time:0.01244807243347168 || Total time:48.410242319107056 Iteration: 1254 || Clusters count: 11 || Log posterior: -4084.2551226844 || Iter Time:0.03406095504760742 || Total time:48.44430327415466 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1255 || Clusters count: 11 || Log posterior: -4103.225499317784 || Iter Time:0.020946979522705078 || Total time:48.46525025367737 Iteration: 1256 || Clusters count: 11 || Log posterior: -4089.8946059208047 || Iter Time:0.0516819953918457 || Total time:48.516932249069214 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1257 || Clusters count: 11 || Log posterior: -4065.6821230382984 || Iter Time:0.012681007385253906 || Total time:48.52961325645447 Iteration: 1258 || Clusters count: 11 || Log posterior: -4054.96915726704 || Iter Time:0.03590512275695801 || Total time:48.565518379211426 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Iteration: 1325 || Clusters count: 11 || Log posterior: -4125.6906690853 || Iter Time:0.03166508674621582 || Total time:50.74654746055603 Iteration: 1326 || Clusters count: 11 || Log posterior: -4096.683698433052 || Iter Time:0.07462286949157715 || Total time:50.82117033004761 Loading and distributing data: 0.000225 seconds (141 allocations: 13.211 KiB) Iteration: 1327 || Clusters count: 11 || Log posterior: -4121.6274554608335 || Iter Time:0.03945803642272949 || Total time:50.86062836647034 Iteration: 1328 || Clusters count: 11 || Log posterior: -4105.779084137514 || Iter Time:0.0776820182800293 || Total time:50.938310384750366 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1329 || Clusters count: 11 || Log posterior: -4167.892793408067 || Iter Time:0.024695873260498047 || Total time:50.963006258010864 Iteration: 1330 || Clusters count: 11 || Log posterior: -4147.106357594878 || Iter Time:0.05397987365722656 || Total time:51.01698613166809 Loading and distributing data: 0.000162 seconds (141 allocations: 13.211 KiB) Iteration: 1331 || Clusters count: 11 || Log posterior: -4146.425404937451 || Iter Time:0.016969919204711914 || Total time:51.0339560508728 Iteration: 1332 || Clusters count: 11 || Log posterior: -4134.341693847649 || Iter Time:0.05704212188720703 || Total time:51.09099817276001 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1333 || Clusters count: 11 || Log posterior: -4089.709153948602 || Iter Time:0.03167104721069336 || Total time:51.1226692199707 Iteration: 1334 || Clusters count: 11 || Log posterior: -4075.7887589218262 || Iter Time:0.07395815849304199 || Total time:51.196627378463745 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1335 || Clusters count: 11 || Log posterior: -4092.006417334398 || Iter Time:0.02713799476623535 || Total time:51.22376537322998 Iteration: 1336 || Clusters count: 11 || Log posterior: 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Iteration: 1419 || Clusters count: 11 || Log posterior: -4103.002150286657 || Iter Time:0.024206161499023438 || Total time:55.206549644470215 Iteration: 1420 || Clusters count: 11 || Log posterior: -4079.32042229127 || Iter Time:0.04955291748046875 || Total time:55.256102561950684 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1421 || Clusters count: 11 || Log posterior: -4076.232640862074 || Iter Time:0.0205228328704834 || Total time:55.27662539482117 Iteration: 1422 || Clusters count: 11 || Log posterior: -4058.241088600603 || Iter Time:0.06967401504516602 || Total time:55.34629940986633 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1423 || Clusters count: 11 || Log posterior: -4067.015318757435 || Iter Time:0.022544145584106445 || Total time:55.36884355545044 Iteration: 1424 || Clusters count: 11 || Log posterior: -4057.5022896616583 || Iter Time:0.06441211700439453 || Total time:55.433255672454834 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Iteration: 1491 || Clusters count: 11 || Log posterior: -4103.016677321809 || Iter Time:0.012615203857421875 || Total time:58.315104961395264 Iteration: 1492 || Clusters count: 11 || Log posterior: -4095.431753340976 || Iter Time:0.03429889678955078 || Total time:58.349403858184814 Loading and distributing data: 0.000162 seconds (141 allocations: 13.211 KiB) Iteration: 1493 || Clusters count: 11 || Log posterior: -4168.791199618677 || Iter Time:0.02561187744140625 || Total time:58.37501573562622 Iteration: 1494 || Clusters count: 11 || Log posterior: -4127.302443844086 || Iter Time:0.04361414909362793 || Total time:58.41862988471985 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 1495 || Clusters count: 11 || Log posterior: -4189.732580229138 || Iter Time:0.015928030014038086 || Total time:58.43455791473389 Iteration: 1496 || Clusters count: 11 || Log posterior: -4166.570145702719 || Iter Time:0.049015045166015625 || Total time:58.4835729598999 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Iteration: 1530 || Clusters count: 11 || Log posterior: -4117.601988402271 || Iter Time:0.04196810722351074 || Total time:59.48871326446533 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1531 || Clusters count: 11 || Log posterior: -4167.660556036216 || Iter Time:0.015875816345214844 || Total time:59.50458908081055 Iteration: 1532 || Clusters count: 11 || Log posterior: -4144.109040246105 || Iter Time:0.05047106742858887 || Total time:59.555060148239136 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1533 || Clusters count: 11 || Log posterior: -4166.629157270473 || Iter Time:0.01991581916809082 || Total time:59.57497596740723 Iteration: 1534 || Clusters count: 11 || Log posterior: -4135.717357363516 || Iter Time:0.04892086982727051 || Total time:59.6238968372345 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 1535 || Clusters count: 11 || Log posterior: -4105.728876638281 || Iter Time:0.0196380615234375 || Total time:59.643534898757935 Iteration: 1536 || Clusters count: 11 || Log posterior: -4079.135983830214 || Iter Time:0.03110194206237793 || Total time:59.67463684082031 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1537 || Clusters count: 11 || Log posterior: -4061.4340041089063 || Iter Time:0.011204957962036133 || Total time:59.68584179878235 Iteration: 1538 || Clusters count: 11 || Log posterior: -4038.2193566044452 || Iter Time:0.046354055404663086 || Total time:59.73219585418701 Loading and distributing data: 0.000219 seconds (141 allocations: 13.211 KiB) Iteration: 1539 || Clusters count: 11 || Log posterior: -4150.855005697582 || Iter Time:0.019232988357543945 || Total time:59.751428842544556 Iteration: 1540 || Clusters count: 11 || Log posterior: -4117.485943350083 || Iter Time:0.05272483825683594 || Total time:59.80415368080139 Loading and distributing data: 0.000199 seconds (141 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Iteration: 1563 || Clusters count: 11 || Log posterior: -4101.65278718585 || Iter Time:0.02259206771850586 || Total time:60.5707368850708 Iteration: 1564 || Clusters count: 11 || Log posterior: -4070.919857337859 || Iter Time:0.05712580680847168 || Total time:60.62786269187927 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1565 || Clusters count: 11 || Log posterior: -4039.766784825336 || Iter Time:0.03289508819580078 || Total time:60.66075778007507 Iteration: 1566 || Clusters count: 11 || Log posterior: -4022.5951342573017 || Iter Time:0.04806113243103027 || Total time:60.7088189125061 Loading and distributing data: 0.003242 seconds (141 allocations: 13.211 KiB) Iteration: 1567 || Clusters count: 11 || Log posterior: -4042.8839319163735 || Iter Time:0.02694392204284668 || Total time:60.73576283454895 Iteration: 1568 || Clusters count: 11 || Log posterior: -4022.972839524785 || Iter Time:0.04816794395446777 || Total time:60.78393077850342 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Iteration: 1635 || Clusters count: 11 || Log posterior: -4086.641237025463 || Iter Time:0.011881113052368164 || Total time:62.62463426589966 Iteration: 1636 || Clusters count: 11 || Log posterior: -4059.8579232949933 || Iter Time:0.029364824295043945 || Total time:62.6539990901947 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1637 || Clusters count: 11 || Log posterior: -4133.721862253762 || Iter Time:0.011942863464355469 || Total time:62.66594195365906 Iteration: 1638 || Clusters count: 11 || Log posterior: -4111.41907325694 || Iter Time:0.030678987503051758 || Total time:62.69662094116211 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1639 || Clusters count: 11 || Log posterior: -4073.5326660419405 || Iter Time:0.014767885208129883 || Total time:62.71138882637024 Iteration: 1640 || Clusters count: 11 || Log posterior: -4055.3920436724393 || Iter Time:0.049365997314453125 || Total 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Iteration: 1751 || Clusters count: 11 || Log posterior: -4141.036947171517 || Iter Time:0.013274908065795898 || Total time:66.10005044937134 Iteration: 1752 || Clusters count: 11 || Log posterior: -4121.2813883604595 || Iter Time:0.04262089729309082 || Total time:66.14267134666443 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1753 || Clusters count: 11 || Log posterior: -4085.099540861951 || Iter Time:0.027558088302612305 || Total time:66.17022943496704 Iteration: 1754 || Clusters count: 11 || Log posterior: -4071.5749622539442 || Iter Time:0.028053998947143555 || Total time:66.19828343391418 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1755 || Clusters count: 11 || Log posterior: -4125.033523880898 || Iter Time:0.011353015899658203 || Total time:66.20963644981384 Iteration: 1756 || Clusters count: 11 || Log posterior: -4080.1026579555637 || Iter Time:0.028081893920898438 || Total 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Iteration: 1773 || Clusters count: 11 || Log posterior: -4092.5917351509106 || Iter Time:0.013659000396728516 || Total time:66.68114590644836 Iteration: 1774 || Clusters count: 11 || Log posterior: -4065.74114595459 || Iter Time:0.03315591812133789 || Total time:66.7143018245697 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1775 || Clusters count: 11 || Log posterior: -4113.626830013421 || Iter Time:0.011436939239501953 || Total time:66.7257387638092 Iteration: 1776 || Clusters count: 11 || Log posterior: -4103.475079784983 || Iter Time:0.030765056610107422 || Total time:66.75650382041931 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1777 || Clusters count: 11 || Log posterior: -4084.5545934770203 || Iter Time:0.013045072555541992 || Total time:66.76954889297485 Iteration: 1778 || Clusters count: 11 || Log posterior: -4056.460271174316 || Iter Time:0.029291868209838867 || Total time:66.79884076118469 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-4144.738076684532 || Iter Time:0.03273892402648926 || Total time:66.9363317489624 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1785 || Clusters count: 11 || Log posterior: -4152.566894913699 || Iter Time:0.012881994247436523 || Total time:66.94921374320984 Iteration: 1786 || Clusters count: 11 || Log posterior: -4133.659897902592 || Iter Time:0.03000187873840332 || Total time:66.97921562194824 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1787 || Clusters count: 11 || Log posterior: -4147.045739891199 || Iter Time:0.011504888534545898 || Total time:66.99072051048279 Iteration: 1788 || Clusters count: 11 || Log posterior: -4119.111177577214 || Iter Time:0.03408503532409668 || Total time:67.02480554580688 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1789 || Clusters count: 11 || Log posterior: -4113.157222133553 || Iter Time:0.020553112030029297 || Total 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Total time:68.03386998176575 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1829 || Clusters count: 11 || Log posterior: -4170.441788175191 || Iter Time:0.013820886611938477 || Total time:68.04769086837769 Iteration: 1830 || Clusters count: 11 || Log posterior: -4148.4466342602445 || Iter Time:0.03258705139160156 || Total time:68.08027791976929 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1831 || Clusters count: 11 || Log posterior: -4193.41619468313 || Iter Time:0.012877941131591797 || Total time:68.09315586090088 Iteration: 1832 || Clusters count: 11 || Log posterior: -4146.927715555213 || Iter Time:0.02999711036682129 || Total time:68.1231529712677 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 1833 || Clusters count: 11 || Log posterior: -4161.272867186551 || Iter Time:0.01218104362487793 || Total time:68.13533401489258 Iteration: 1834 || Clusters count: 11 || Log posterior: -4144.102095453861 || Iter Time:0.028484821319580078 || Total time:68.16381883621216 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1835 || Clusters count: 11 || Log posterior: -4147.522123278612 || Iter Time:0.012417078018188477 || Total time:68.17623591423035 Iteration: 1836 || Clusters count: 11 || Log posterior: -4116.390958983651 || Iter Time:0.029406070709228516 || Total time:68.20564198493958 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1837 || Clusters count: 11 || Log posterior: -4111.926522485084 || Iter Time:0.011903047561645508 || Total time:68.21754503250122 Iteration: 1838 || Clusters count: 11 || Log posterior: -4101.222952072402 || Iter Time:0.05575394630432129 || Total time:68.27329897880554 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1839 || Clusters count: 11 || Log posterior: -4114.37073509567 || Iter Time:0.033902883529663086 || Total time:68.3072018623352 Iteration: 1840 || Clusters count: 11 || Log posterior: -4097.547688366265 || Iter Time:0.07307314872741699 || Total time:68.38027501106262 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 1841 || Clusters count: 11 || Log posterior: -4157.269978113468 || Iter Time:0.030254125595092773 || Total time:68.41052913665771 Iteration: 1842 || Clusters count: 11 || Log posterior: -4109.955833127185 || Iter Time:0.047250986099243164 || Total time:68.45778012275696 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1843 || Clusters count: 11 || Log posterior: -4140.082876597494 || Iter Time:0.02584099769592285 || Total time:68.48362112045288 Iteration: 1844 || Clusters count: 11 || Log posterior: -4108.381061499054 || Iter Time:0.07683801651000977 || Total time:68.56045913696289 Loading and distributing data: 0.000230 seconds (141 allocations: 13.211 KiB) Iteration: 1845 || Clusters count: 11 || Log posterior: -4104.191623677127 || Iter Time:0.016735076904296875 || Total time:68.57719421386719 Iteration: 1846 || Clusters count: 11 || Log posterior: -4076.579165743111 || Iter Time:0.04969501495361328 || Total time:68.6268892288208 Loading and distributing data: 0.004287 seconds (141 allocations: 13.211 KiB) Iteration: 1847 || Clusters count: 11 || Log posterior: -4082.5921098431018 || Iter Time:0.020793914794921875 || Total time:68.64768314361572 Iteration: 1848 || Clusters count: 11 || Log posterior: -4055.9048341540492 || Iter Time:0.09503507614135742 || Total time:68.74271821975708 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1849 || Clusters count: 11 || Log posterior: -4058.95721220454 || Iter Time:0.01973891258239746 || Total time:68.76245713233948 Iteration: 1850 || Clusters count: 11 || Log posterior: -4047.943122652907 || Iter Time:0.05030488967895508 || Total time:68.81276202201843 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1851 || Clusters count: 11 || Log posterior: -4095.9679859506778 || Iter Time:0.012475013732910156 || Total time:68.82523703575134 Iteration: 1852 || Clusters count: 11 || Log posterior: -4066.586414602273 || Iter Time:0.042634010314941406 || Total time:68.86787104606628 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1853 || Clusters count: 11 || Log posterior: -4136.8016731519565 || Iter Time:0.024938106536865234 || Total time:68.89280915260315 Iteration: 1854 || Clusters count: 11 || Log posterior: -4113.5635429640215 || Iter Time:0.05669093132019043 || Total time:68.94950008392334 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 1855 || Clusters count: 11 || Log posterior: -4107.742662912014 || Iter Time:0.024768829345703125 || Total time:68.97426891326904 Iteration: 1856 || Clusters count: 11 || Log posterior: -4083.6100985157946 || Iter Time:0.05898714065551758 || Total time:69.03325605392456 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1857 || Clusters count: 11 || Log posterior: -4065.966569636418 || Iter Time:0.020965099334716797 || Total time:69.05422115325928 Iteration: 1858 || Clusters count: 11 || Log posterior: -4037.4303796542818 || Iter Time:0.04318499565124512 || Total time:69.09740614891052 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1859 || Clusters count: 11 || Log posterior: -4060.487904366807 || Iter Time:0.02126312255859375 || Total time:69.11866927146912 Iteration: 1860 || Clusters count: 11 || Log posterior: -4047.2986288578877 || Iter Time:0.08498907089233398 || Total time:69.20365834236145 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1861 || Clusters count: 11 || Log posterior: -4129.771975107676 || Iter Time:0.023813962936401367 || Total time:69.22747230529785 Iteration: 1862 || Clusters count: 11 || Log posterior: -4106.7687454571105 || Iter Time:0.03418397903442383 || Total time:69.26165628433228 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1863 || Clusters count: 11 || Log posterior: -4117.807468253876 || Iter Time:0.014333963394165039 || Total time:69.27599024772644 Iteration: 1864 || Clusters count: 11 || Log posterior: -4105.018160137923 || Iter Time:0.03094792366027832 || Total time:69.30693817138672 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1865 || Clusters count: 11 || Log posterior: -4133.426637297186 || Iter Time:0.012079000473022461 || Total time:69.31901717185974 Iteration: 1866 || Clusters count: 11 || Log posterior: -4107.199378652321 || Iter Time:0.0390779972076416 || Total time:69.35809516906738 Loading and distributing data: 0.000220 seconds (141 allocations: 13.211 KiB) Iteration: 1867 || Clusters count: 11 || Log posterior: -4112.079981110995 || Iter Time:0.02150416374206543 || Total time:69.37959933280945 Iteration: 1868 || Clusters count: 11 || Log posterior: -4096.472300849647 || Iter Time:0.031867027282714844 || Total time:69.41146636009216 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1869 || Clusters count: 11 || Log posterior: -4080.400997776481 || Iter Time:0.013055086135864258 || Total time:69.42452144622803 Iteration: 1870 || Clusters count: 11 || Log posterior: -4057.143061433715 || Iter Time:0.036911964416503906 || Total time:69.46143341064453 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1871 || Clusters count: 11 || Log posterior: -4140.4118271261395 || Iter Time:0.024209022521972656 || Total time:69.4856424331665 Iteration: 1872 || Clusters count: 11 || Log posterior: -4118.2683686398195 || Iter Time:0.049191951751708984 || Total time:69.53483438491821 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1873 || Clusters count: 11 || Log posterior: -4121.729696046521 || Iter Time:0.022871971130371094 || Total time:69.55770635604858 Iteration: 1874 || Clusters count: 11 || Log posterior: -4101.568853170505 || Iter Time:0.06427311897277832 || Total time:69.62197947502136 Loading and distributing data: 0.002544 seconds (141 allocations: 13.211 KiB) Iteration: 1875 || Clusters count: 11 || Log posterior: -4076.0021046703005 || Iter Time:0.02396106719970703 || Total time:69.64594054222107 Iteration: 1876 || Clusters count: 11 || Log posterior: -4052.257847900508 || Iter Time:0.06407284736633301 || Total time:69.7100133895874 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 1877 || Clusters count: 11 || Log posterior: -4050.3601005889323 || Iter Time:0.02843499183654785 || Total time:69.73844838142395 Iteration: 1878 || Clusters count: 11 || Log posterior: -4046.9174194105517 || Iter Time:0.05151987075805664 || Total time:69.789968252182 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1879 || Clusters count: 11 || Log posterior: -4079.1740205331307 || Iter Time:0.019349098205566406 || Total time:69.80931735038757 Iteration: 1880 || Clusters count: 11 || Log posterior: -4052.4140809587607 || Iter Time:0.04306387901306152 || Total time:69.85238122940063 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1881 || Clusters count: 11 || Log posterior: -4089.269798212662 || Iter Time:0.012717008590698242 || Total time:69.86509823799133 Iteration: 1882 || Clusters count: 11 || Log posterior: -4079.3278313056435 || Iter Time:0.03527021408081055 || Total time:69.90036845207214 Loading and distributing data: 0.000215 seconds (141 allocations: 13.211 KiB) Iteration: 1883 || Clusters count: 11 || Log posterior: -4103.030485872581 || Iter Time:0.01654791831970215 || Total time:69.91691637039185 Iteration: 1884 || Clusters count: 11 || Log posterior: -4087.0292516577974 || Iter Time:0.03987383842468262 || Total time:69.95679020881653 Loading and distributing data: 0.000388 seconds (141 allocations: 13.211 KiB) Iteration: 1885 || Clusters count: 11 || Log posterior: -4127.701304088192 || Iter Time:0.026423931121826172 || Total time:69.98321413993835 Iteration: 1886 || Clusters count: 11 || Log posterior: -4108.204950991639 || Iter Time:0.050683021545410156 || Total time:70.03389716148376 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 1887 || Clusters count: 11 || Log posterior: -4096.035448295459 || Iter Time:0.051820993423461914 || Total time:70.08571815490723 Iteration: 1888 || Clusters count: 11 || Log posterior: -4075.315521692746 || Iter Time:0.04368281364440918 || Total time:70.12940096855164 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1889 || Clusters count: 11 || Log posterior: -4132.32369848278 || Iter Time:0.011687040328979492 || Total time:70.14108800888062 Iteration: 1890 || Clusters count: 11 || Log posterior: -4113.924017569858 || Iter Time:0.030874967575073242 || Total time:70.17196297645569 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1891 || Clusters count: 11 || Log posterior: -4146.862942243269 || Iter Time:0.012376070022583008 || Total time:70.18433904647827 Iteration: 1892 || Clusters count: 11 || Log posterior: -4127.042573747344 || Iter Time:0.030254125595092773 || Total time:70.21459317207336 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1893 || Clusters count: 11 || Log posterior: -4082.6221099888617 || Iter Time:0.012833118438720703 || Total time:70.22742629051208 Iteration: 1894 || Clusters count: 11 || Log posterior: -4071.4148479449914 || Iter Time:0.031024932861328125 || Total time:70.25845122337341 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1895 || Clusters count: 11 || Log posterior: -4034.965559390177 || Iter Time:0.012058019638061523 || Total time:70.27050924301147 Iteration: 1896 || Clusters count: 11 || Log posterior: -4018.430757315281 || Iter Time:0.05543708801269531 || Total time:70.32594633102417 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1897 || Clusters count: 11 || Log posterior: -4082.7092440359556 || Iter Time:0.017054080963134766 || Total time:70.3430004119873 Iteration: 1898 || Clusters count: 11 || Log posterior: -4062.7210000489413 || Iter Time:0.032510995864868164 || Total time:70.37551140785217 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1899 || Clusters count: 11 || Log posterior: -4056.506697937437 || Iter Time:0.012315034866333008 || Total time:70.3878264427185 Iteration: 1900 || Clusters count: 11 || Log posterior: -4041.753859371671 || Iter Time:0.04771590232849121 || Total time:70.435542345047 Loading and distributing data: 0.002380 seconds (141 allocations: 13.211 KiB) Iteration: 1901 || Clusters count: 11 || Log posterior: -4112.017141091689 || Iter Time:0.013821125030517578 || Total time:70.44936347007751 Iteration: 1902 || Clusters count: 11 || Log posterior: -4098.023737876183 || Iter Time:0.03671693801879883 || Total time:70.48608040809631 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1903 || Clusters count: 11 || Log posterior: -4120.845617657159 || Iter Time:0.012298107147216797 || Total time:70.49837851524353 Iteration: 1904 || Clusters count: 11 || Log posterior: -4097.327191758684 || Iter Time:0.030239105224609375 || Total time:70.52861762046814 Loading and distributing data: 0.000159 seconds (141 allocations: 13.211 KiB) Iteration: 1905 || Clusters count: 11 || Log posterior: -4129.9446451358635 || Iter Time:0.010833978652954102 || Total time:70.5394515991211 Iteration: 1906 || Clusters count: 11 || Log posterior: -4107.689285468203 || Iter Time:0.033844947814941406 || Total time:70.57329654693604 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1907 || Clusters count: 11 || Log posterior: -4138.899282879316 || Iter Time:0.012758016586303711 || Total time:70.58605456352234 Iteration: 1908 || Clusters count: 11 || Log posterior: -4121.433011452213 || Iter Time:0.02914905548095703 || Total time:70.6152036190033 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1909 || Clusters count: 11 || Log posterior: -4110.316721056065 || Iter Time:0.013164043426513672 || Total time:70.62836766242981 Iteration: 1910 || Clusters count: 11 || Log posterior: -4086.558772070667 || Iter Time:0.052084922790527344 || Total time:70.68045258522034 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1911 || Clusters count: 11 || Log posterior: -4181.94891850461 || Iter Time:0.02431201934814453 || Total time:70.70476460456848 Iteration: 1912 || Clusters count: 11 || Log posterior: -4152.628840947305 || Iter Time:0.04683709144592285 || Total time:70.7516016960144 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1913 || Clusters count: 11 || Log posterior: -4168.031862600679 || Iter Time:0.01353311538696289 || Total time:70.76513481140137 Iteration: 1914 || Clusters count: 11 || Log posterior: -4155.55599923565 || Iter Time:0.032958984375 || Total time:70.79809379577637 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1915 || Clusters count: 11 || Log posterior: -4150.839587579959 || Iter Time:0.012018918991088867 || Total time:70.81011271476746 Iteration: 1916 || Clusters count: 11 || Log posterior: -4136.8869751514585 || Iter Time:0.03203606605529785 || Total time:70.84214878082275 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1917 || Clusters count: 11 || Log posterior: -4150.494607752032 || Iter Time:0.02118515968322754 || Total time:70.86333394050598 Iteration: 1918 || Clusters count: 11 || Log posterior: -4127.264852761286 || Iter Time:0.056523799896240234 || Total time:70.91985774040222 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1919 || Clusters count: 11 || Log posterior: -4137.467570157336 || Iter Time:0.02271890640258789 || Total time:70.94257664680481 Iteration: 1920 || Clusters count: 11 || Log posterior: -4101.863605908566 || Iter Time:0.03215909004211426 || Total time:70.97473573684692 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1921 || Clusters count: 11 || Log posterior: -4138.615670044402 || Iter Time:0.012736082077026367 || Total time:70.98747181892395 Iteration: 1922 || Clusters count: 11 || Log posterior: -4110.432484350683 || Iter Time:0.032377004623413086 || Total time:71.01984882354736 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1923 || Clusters count: 11 || Log posterior: -4090.1120611111537 || Iter Time:0.012306928634643555 || Total time:71.032155752182 Iteration: 1924 || Clusters count: 11 || Log posterior: -4076.405596654299 || Iter Time:0.061347007751464844 || Total time:71.09350275993347 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1925 || Clusters count: 11 || Log posterior: -4133.938213467227 || Iter Time:0.011726140975952148 || Total time:71.10522890090942 Iteration: 1926 || Clusters count: 11 || Log posterior: -4117.108810766825 || Iter Time:0.03139495849609375 || Total time:71.13662385940552 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1927 || Clusters count: 11 || Log posterior: -4117.53561041408 || Iter Time:0.013113021850585938 || Total time:71.1497368812561 Iteration: 1928 || Clusters count: 11 || Log posterior: -4099.606098214148 || Iter Time:0.03452587127685547 || Total time:71.18426275253296 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1929 || Clusters count: 11 || Log posterior: -4090.960230311075 || Iter Time:0.012536048889160156 || Total time:71.19679880142212 Iteration: 1930 || Clusters count: 11 || Log posterior: -4079.417680864657 || Iter Time:0.030282020568847656 || Total time:71.22708082199097 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1931 || Clusters count: 11 || Log posterior: -4112.334109581389 || Iter Time:0.012093067169189453 || Total time:71.23917388916016 Iteration: 1932 || Clusters count: 11 || Log posterior: -4093.6121850305935 || Iter Time:0.05035209655761719 || Total time:71.28952598571777 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1933 || Clusters count: 11 || Log posterior: -4067.9965283427127 || Iter Time:0.011534929275512695 || Total time:71.30106091499329 Iteration: 1934 || Clusters count: 11 || Log posterior: -4054.9148768801633 || Iter Time:0.03969120979309082 || Total time:71.34075212478638 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1935 || Clusters count: 11 || Log posterior: -4081.079042085087 || Iter Time:0.020629167556762695 || Total time:71.36138129234314 Iteration: 1936 || Clusters count: 11 || Log posterior: -4060.868453555773 || Iter Time:0.0642399787902832 || Total time:71.42562127113342 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1937 || Clusters count: 11 || Log posterior: -4145.083501780183 || Iter Time:0.023715972900390625 || Total time:71.44933724403381 Iteration: 1938 || Clusters count: 11 || Log posterior: -4125.090745575859 || Iter Time:0.056082963943481445 || Total time:71.5054202079773 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1939 || Clusters count: 11 || Log posterior: -4135.537728298373 || Iter Time:0.019662857055664062 || Total time:71.52508306503296 Iteration: 1940 || Clusters count: 11 || Log posterior: -4116.295588534454 || Iter Time:0.03791999816894531 || Total time:71.5630030632019 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1941 || Clusters count: 11 || Log posterior: -4116.402085893297 || Iter Time:0.012045145034790039 || Total time:71.5750482082367 Iteration: 1942 || Clusters count: 11 || Log posterior: -4095.0095514963814 || Iter Time:0.029867887496948242 || Total time:71.60491609573364 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1943 || Clusters count: 11 || Log posterior: -4104.973271876647 || Iter Time:0.011486053466796875 || Total time:71.61640214920044 Iteration: 1944 || Clusters count: 11 || Log posterior: -4090.814209125271 || Iter Time:0.028856992721557617 || Total time:71.645259141922 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1945 || Clusters count: 11 || Log posterior: -4115.036435816134 || Iter Time:0.012830972671508789 || Total time:71.6580901145935 Iteration: 1946 || Clusters count: 11 || Log posterior: -4099.066454311236 || Iter Time:0.03073406219482422 || Total time:71.68882417678833 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1947 || Clusters count: 11 || Log posterior: -4105.444131712855 || Iter Time:0.012721061706542969 || Total time:71.70154523849487 Iteration: 1948 || Clusters count: 11 || Log posterior: -4067.0825302624944 || Iter Time:0.03176999092102051 || Total time:71.7333152294159 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1949 || Clusters count: 11 || Log posterior: -4105.454848692948 || Iter Time:0.011962175369262695 || Total time:71.74527740478516 Iteration: 1950 || Clusters count: 11 || Log posterior: -4067.613873074226 || Iter Time:0.03109908103942871 || Total time:71.77637648582458 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1951 || Clusters count: 11 || Log posterior: -4074.3765939185823 || Iter Time:0.012797832489013672 || Total time:71.7891743183136 Iteration: 1952 || Clusters count: 11 || Log posterior: -4055.6754063816006 || Iter Time:0.029523849487304688 || Total time:71.8186981678009 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1953 || Clusters count: 11 || Log posterior: -4090.162140048562 || Iter Time:0.010940790176391602 || Total time:71.8296389579773 Iteration: 1954 || Clusters count: 11 || Log posterior: -4076.7814553495946 || Iter Time:0.029440879821777344 || Total time:71.85907983779907 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1955 || Clusters count: 11 || Log posterior: -4116.84674727068 || Iter Time:0.00990605354309082 || Total time:71.86898589134216 Iteration: 1956 || Clusters count: 11 || Log posterior: -4089.5431462734778 || Iter Time:0.02625298500061035 || Total time:71.89523887634277 Loading and distributing data: 0.000152 seconds (141 allocations: 13.211 KiB) Iteration: 1957 || Clusters count: 11 || Log posterior: -4077.903762667086 || Iter Time:0.010394096374511719 || Total time:71.90563297271729 Iteration: 1958 || Clusters count: 11 || Log posterior: -4055.03886722514 || Iter Time:0.027370929718017578 || Total time:71.9330039024353 Loading and distributing data: 0.000153 seconds (141 allocations: 13.211 KiB) Iteration: 1959 || Clusters count: 11 || Log posterior: -4068.7474795077023 || Iter Time:0.011520147323608398 || Total time:71.94452404975891 Iteration: 1960 || Clusters count: 11 || Log posterior: -4037.307614723114 || Iter Time:0.06274199485778809 || Total time:72.0072660446167 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 1961 || Clusters count: 11 || Log posterior: -4137.996606893 || Iter Time:0.013464927673339844 || Total time:72.02073097229004 Iteration: 1962 || Clusters count: 11 || Log posterior: -4119.754822122473 || Iter Time:0.031272172927856445 || Total time:72.0520031452179 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1963 || Clusters count: 11 || Log posterior: -4104.983219480033 || Iter Time:0.01215505599975586 || Total time:72.06415820121765 Iteration: 1964 || Clusters count: 11 || Log posterior: -4096.87107270651 || Iter Time:0.030347108840942383 || Total time:72.0945053100586 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1965 || Clusters count: 11 || Log posterior: -4088.1838363055476 || Iter Time:0.011906862258911133 || Total time:72.1064121723175 Iteration: 1966 || Clusters count: 11 || Log posterior: -4068.1845800468327 || Iter Time:0.03127002716064453 || Total time:72.13768219947815 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1967 || Clusters count: 11 || Log posterior: -4064.569887094106 || Iter Time:0.012157201766967773 || Total time:72.14983940124512 Iteration: 1968 || Clusters count: 11 || Log posterior: -4046.289372497874 || Iter Time:0.030189990997314453 || Total time:72.18002939224243 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1969 || Clusters count: 11 || Log posterior: -4079.9344303711478 || Iter Time:0.012674808502197266 || Total time:72.19270420074463 Iteration: 1970 || Clusters count: 11 || Log posterior: -4056.7173497174354 || Iter Time:0.03161501884460449 || Total time:72.22431921958923 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1971 || Clusters count: 11 || Log posterior: -4123.583067591333 || Iter Time:0.012109994888305664 || Total time:72.23642921447754 Iteration: 1972 || Clusters count: 11 || Log posterior: -4098.595160696633 || Iter Time:0.02915811538696289 || Total time:72.2655873298645 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1973 || Clusters count: 11 || Log posterior: -4102.8138838410605 || Iter Time:0.01232004165649414 || Total time:72.277907371521 Iteration: 1974 || Clusters count: 11 || Log posterior: -4082.6718667948144 || Iter Time:0.04060006141662598 || Total time:72.31850743293762 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1975 || Clusters count: 11 || Log posterior: -4149.3930429565025 || Iter Time:0.016488075256347656 || Total time:72.33499550819397 Iteration: 1976 || Clusters count: 11 || Log posterior: -4119.334885534474 || Iter Time:0.031983137130737305 || Total time:72.3669786453247 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1977 || Clusters count: 11 || Log posterior: -4125.815113762988 || Iter Time:0.012681961059570312 || Total time:72.37966060638428 Iteration: 1978 || Clusters count: 11 || Log posterior: -4098.85506936747 || Iter Time:0.03274893760681152 || Total time:72.41240954399109 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1979 || Clusters count: 11 || Log posterior: -4091.6546575502425 || Iter Time:0.012277841567993164 || Total time:72.42468738555908 Iteration: 1980 || Clusters count: 11 || Log posterior: -4068.695389589212 || Iter Time:0.04241204261779785 || Total time:72.46709942817688 Loading and distributing data: 0.000931 seconds (141 allocations: 13.211 KiB) Iteration: 1981 || Clusters count: 11 || Log posterior: -4075.966232545038 || Iter Time:0.013377904891967773 || Total time:72.48047733306885 Iteration: 1982 || Clusters count: 11 || Log posterior: -4054.7839246733593 || Iter Time:0.04396700859069824 || Total time:72.52444434165955 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1983 || Clusters count: 11 || Log posterior: -4117.866040991168 || Iter Time:0.012988090515136719 || Total time:72.53743243217468 Iteration: 1984 || Clusters count: 11 || Log posterior: -4087.5272021686123 || Iter Time:0.03132009506225586 || Total time:72.56875252723694 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1985 || Clusters count: 11 || Log posterior: -4128.53153497502 || Iter Time:0.012166023254394531 || Total time:72.58091855049133 Iteration: 1986 || Clusters count: 11 || Log posterior: -4104.830879043107 || Iter Time:0.03311586380004883 || Total time:72.61403441429138 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1987 || Clusters count: 11 || Log posterior: -4094.769935726 || Iter Time:0.012151002883911133 || Total time:72.6261854171753 Iteration: 1988 || Clusters count: 11 || Log posterior: -4079.8150272874045 || Iter Time:0.03283095359802246 || Total time:72.65901637077332 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1989 || Clusters count: 11 || Log posterior: -4118.97517731041 || Iter Time:0.012733936309814453 || Total time:72.67175030708313 Iteration: 1990 || Clusters count: 11 || Log posterior: -4080.6484073022048 || Iter Time:0.03135800361633301 || Total time:72.70310831069946 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1991 || Clusters count: 11 || Log posterior: -4123.491134486453 || Iter Time:0.011938095092773438 || Total time:72.71504640579224 Iteration: 1992 || Clusters count: 11 || Log posterior: -4107.6640597259 || Iter Time:0.03299999237060547 || Total time:72.74804639816284 Loading and distributing data: 0.000230 seconds (141 allocations: 13.211 KiB) Iteration: 1993 || Clusters count: 11 || Log posterior: -4114.698971816454 || Iter Time:0.013608932495117188 || Total time:72.76165533065796 Iteration: 1994 || Clusters count: 11 || Log posterior: -4094.1772255873548 || Iter Time:0.03381514549255371 || Total time:72.79547047615051 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1995 || Clusters count: 11 || Log posterior: -4112.8355800647005 || Iter Time:0.03905892372131348 || Total time:72.83452939987183 Iteration: 1996 || Clusters count: 11 || Log posterior: -4095.874925284538 || Iter Time:0.033614158630371094 || Total time:72.8681435585022 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 1997 || Clusters count: 11 || Log posterior: -4072.9653926264364 || Iter Time:0.013235092163085938 || Total time:72.88137865066528 Iteration: 1998 || Clusters count: 11 || Log posterior: -4034.857461554956 || Iter Time:0.030408143997192383 || Total time:72.91178679466248 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1999 || Clusters count: 11 || Log posterior: -4079.154361572296 || Iter Time:0.012871980667114258 || Total time:72.92465877532959 Iteration: 2000 || Clusters count: 11 || Log posterior: -4063.8619294300397 || Iter Time:0.03178095817565918 || Total time:72.95643973350525 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 2001 || Clusters count: 11 || Log posterior: -4069.0050700006996 || Iter Time:0.012071847915649414 || Total time:72.9685115814209 Iteration: 2002 || Clusters count: 11 || Log posterior: -4051.7313319308387 || Iter Time:0.03169512748718262 || Total time:73.00020670890808 Loading and distributing data: 0.000215 seconds (141 allocations: 13.211 KiB) Iteration: 2003 || Clusters count: 11 || Log posterior: -4050.435165205932 || Iter Time:0.011641979217529297 || Total time:73.01184868812561 Iteration: 2004 || Clusters count: 11 || Log posterior: -4039.4104230370176 || Iter Time:0.030910968780517578 || Total time:73.04275965690613 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 2005 || Clusters count: 11 || Log posterior: -4049.86058874856 || Iter Time:0.012636184692382812 || Total time:73.05539584159851 Iteration: 2006 || Clusters count: 11 || Log posterior: -4028.1358376765347 || Iter Time:0.02994513511657715 || Total time:73.08534097671509 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 2007 || Clusters count: 11 || Log posterior: -4108.039720118297 || Iter Time:0.012161016464233398 || Total time:73.09750199317932 Iteration: 2008 || Clusters count: 11 || Log posterior: -4096.642065692942 || Iter Time:0.030434131622314453 || Total time:73.12793612480164 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 2009 || Clusters count: 11 || Log posterior: -4107.065597329443 || Iter Time:0.012724876403808594 || Total time:73.14066100120544 Iteration: 2010 || Clusters count: 11 || Log posterior: -4090.6307327211725 || Iter Time:0.03200793266296387 || Total time:73.17266893386841 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 2011 || Clusters count: 11 || Log posterior: -4077.028294365362 || Iter Time:0.011722087860107422 || Total time:73.18439102172852 Iteration: 2012 || Clusters count: 11 || Log posterior: -4066.8354145936555 || Iter Time:0.03458809852600098 || Total time:73.21897912025452 Loading and distributing data: 0.000212 seconds (141 allocations: 13.211 KiB) Iteration: 2013 || Clusters count: 11 || Log posterior: -4080.889568292061 || Iter Time:0.025201082229614258 || Total time:73.24418020248413 Iteration: 2014 || Clusters count: 11 || Log posterior: -4032.000096849488 || Iter Time:0.03807997703552246 || Total time:73.28226017951965 Loading and distributing data: 0.000217 seconds (141 allocations: 13.211 KiB) Iteration: 2015 || Clusters count: 11 || Log posterior: -4086.9897454772336 || Iter Time:0.013493061065673828 || Total time:73.29575324058533 Iteration: 2016 || Clusters count: 11 || Log posterior: -4054.8081009872885 || Iter Time:0.03584098815917969 || Total time:73.3315942287445 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 2017 || Clusters count: 11 || Log posterior: -4086.9207313903353 || Iter Time:0.012750864028930664 || Total time:73.34434509277344 Iteration: 2018 || Clusters count: 11 || Log posterior: -4076.8213675039515 || Iter Time:0.03239798545837402 || Total time:73.37674307823181 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 2019 || Clusters count: 11 || Log posterior: -4098.510580951988 || Iter Time:0.013469934463500977 || Total time:73.39021301269531 Iteration: 2020 || Clusters count: 11 || Log posterior: -4088.2395733851436 || Iter Time:0.027534008026123047 || Total time:73.41774702072144 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 2021 || Clusters count: 11 || Log posterior: -4129.891485559907 || Iter Time:0.01191401481628418 || Total time:73.42966103553772 Iteration: 2022 || Clusters count: 11 || Log posterior: -4113.150842211964 || Iter Time:0.03006887435913086 || Total time:73.45972990989685 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 2023 || Clusters count: 11 || Log posterior: -4137.316548779156 || Iter Time:0.011047124862670898 || Total time:73.47077703475952 Iteration: 2024 || Clusters count: 11 || Log posterior: -4130.233763680057 || Iter Time:0.026938199996948242 || Total time:73.49771523475647 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 2025 || Clusters count: 11 || Log posterior: -4167.160861831177 || Iter Time:0.01110696792602539 || Total time:73.5088222026825 Iteration: 2026 || Clusters count: 11 || Log posterior: -4132.472448489915 || Iter Time:0.02985405921936035 || Total time:73.53867626190186 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 2027 || Clusters count: 11 || Log posterior: -4122.709383573843 || Iter Time:0.01263284683227539 || Total time:73.55130910873413 Iteration: 2028 || Clusters count: 11 || Log posterior: -4106.779734327071 || Iter Time:0.037750959396362305 || Total time:73.5890600681305 Avg NMI: 0.876775402865925 Full NMI: 0.8677230508926995 Test Summary: | Total Time Streaming Data NIW 3 | 0 3m40.4s Testing DPMMSubClustersStreaming tests passed Testing completed after 219.82s PkgEval succeeded after 428.69s