Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.2028 (45a2de3f7a*) started at 2026-04-12T21:31:13.819 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 13.8s ################################################################################ # 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 v1.26.1 ⌅ [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 v2.11.3 [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 v2026.3.19 [4536629a] + OpenBLAS_jll v0.3.30+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.6+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 v1.68.1+0 [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 6.37s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling project... 6271.2 ms ✓ Clustering 10966.8 ms ✓ KernelFunctions 11377.2 ms ✓ Distributions 4960.6 ms ✓ Distributions → DistributionsChainRulesCoreExt 5179.4 ms ✓ Distributions → DistributionsTestExt 11024.0 ms ✓ DPMMSubClustersStreaming 6 dependencies successfully precompiled in 54 seconds. 98 already precompiled. Precompilation completed after 78.1s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_ASzOG4/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_ASzOG4/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.1 ⌅ [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 v2.11.3 [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 v2026.3.19 [4536629a] OpenBLAS_jll v0.3.30+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.6+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 v1.68.1+0 [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: 3.766543 seconds (971.50 k allocations: 60.952 MiB, 8.28% gc time, 99.88% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233254.50673629093 || Iter Time:19.48596692085266 || Total time:19.48596692085266 Iteration: 1 || Clusters count: 1 || Log posterior: -233254.50673629093 || Iter Time:0.00613093376159668 || Total time:19.492097854614258 Iteration: 2 || Clusters count: 1 || Log posterior: -233254.50673629093 || Iter Time:0.0059680938720703125 || Total time:19.498065948486328 Iteration: 3 || Clusters count: 1 || Log posterior: -233254.50673629093 || Iter Time:0.006079196929931641 || Total time:19.50414514541626 Iteration: 4 || Clusters count: 1 || Log posterior: -233254.50673629093 || Iter Time:0.005861997604370117 || Total time:19.51000714302063 Iteration: 5 || Clusters count: 1 || Log posterior: -233254.50673629093 || Iter Time:0.016579151153564453 || Total time:19.526586294174194 Iteration: 6 || Clusters count: 1 || Log posterior: -233254.50673629093 || Iter Time:0.005627870559692383 || Total time:19.532214164733887 Iteration: 7 || Clusters count: 1 || Log posterior: -233254.50673629093 || Iter Time:0.0058460235595703125 || Total time:19.538060188293457 Iteration: 8 || Clusters count: 1 || Log posterior: -233254.50673629093 || Iter Time:0.005715847015380859 || Total time:19.543776035308838 Iteration: 9 || Clusters count: 1 || Log posterior: -233254.50673629093 || Iter Time:0.00568699836730957 || Total time:19.549463033676147 Iteration: 10 || Clusters count: 1 || Log posterior: -233254.50673629093 || Iter Time:0.005656003952026367 || Total time:19.555119037628174 Iteration: 11 || Clusters count: 1 || Log posterior: -233254.50673629093 || Iter Time:0.005885124206542969 || Total time:19.561004161834717 Iteration: 12 || Clusters count: 1 || Log posterior: -233254.50673629093 || Iter Time:0.005728006362915039 || Total time:19.566732168197632 Iteration: 13 || Clusters count: 2 || Log posterior: -233057.01041032566 || Iter Time:4.746115207672119 || Total time:24.31284737586975 Iteration: 14 || Clusters count: 2 || Log posterior: -233045.3678946095 || Iter Time:0.006514072418212891 || Total time:24.319361448287964 Iteration: 15 || Clusters count: 2 || Log posterior: -233029.46353532566 || Iter Time:0.005961894989013672 || Total time:24.325323343276978 Iteration: 16 || Clusters count: 2 || Log posterior: -233019.78202365324 || Iter Time:0.005959987640380859 || Total time:24.33128333091736 Iteration: 17 || Clusters count: 2 || Log posterior: -232993.85407342826 || Iter Time:0.006027936935424805 || Total time:24.337311267852783 Iteration: 18 || Clusters count: 2 || Log posterior: -232990.617987447 || Iter Time:0.006106138229370117 || Total time:24.343417406082153 Iteration: 19 || Clusters count: 2 || Log posterior: -233015.0523223134 || Iter Time:0.005856037139892578 || Total time:24.349273443222046 Iteration: 20 || Clusters count: 2 || Log posterior: -232895.11451412734 || Iter Time:1.5399630069732666 || Total time:25.889236450195312 Loading and distributing data: 0.001007 seconds (141 allocations: 396.023 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233041.61262469235 || Iter Time:0.03285694122314453 || Total time:25.922093391418457 Iteration: 22 || Clusters count: 2 || Log posterior: -232944.24060218956 || Iter Time:0.10968995094299316 || Total time:26.03178334236145 Iteration: 23 || Clusters count: 2 || Log posterior: -232978.9382625433 || Iter Time:0.006403923034667969 || Total time:26.038187265396118 Iteration: 24 || Clusters count: 2 || Log posterior: -232938.0078070634 || Iter Time:0.006430864334106445 || Total time:26.044618129730225 Iteration: 25 || Clusters count: 2 || Log posterior: -232926.58806346342 || Iter Time:0.006222963333129883 || Total time:26.050841093063354 Iteration: 26 || Clusters count: 2 || Log posterior: -232919.83521111798 || Iter Time:0.00613713264465332 || Total time:26.056978225708008 Iteration: 27 || Clusters count: 2 || Log posterior: -232904.38380472755 || Iter Time:0.0065190792083740234 || Total time:26.063497304916382 Iteration: 28 || Clusters count: 3 || Log posterior: -232670.40313151892 || Iter Time:0.009080171585083008 || Total time:26.072577476501465 Iteration: 29 || Clusters count: 3 || Log posterior: -232579.02094540725 || Iter Time:0.007189035415649414 || Total time:26.079766511917114 Iteration: 30 || Clusters count: 3 || Log posterior: -232552.73120149333 || Iter Time:0.007422924041748047 || Total time:26.087189435958862 Iteration: 31 || Clusters count: 3 || Log posterior: -232558.44851995914 || Iter Time:0.0072820186614990234 || Total time:26.09447145462036 Iteration: 32 || Clusters count: 3 || Log posterior: -232525.81733993904 || Iter Time:0.0072591304779052734 || Total time:26.101730585098267 Iteration: 33 || Clusters count: 3 || Log posterior: -232509.3865479083 || Iter Time:0.007088899612426758 || Total time:26.108819484710693 Iteration: 34 || Clusters count: 3 || Log posterior: -232528.39478383708 || Iter Time:0.006958961486816406 || Total time:26.11577844619751 Iteration: 35 || Clusters count: 3 || Log posterior: -232501.39051022322 || Iter Time:0.006996870040893555 || Total time:26.122775316238403 Iteration: 36 || Clusters count: 3 || Log posterior: -232482.3353210597 || Iter Time:0.0072290897369384766 || Total time:26.130004405975342 Iteration: 37 || Clusters count: 3 || Log posterior: -232472.8662192503 || Iter Time:0.007535219192504883 || Total time:26.137539625167847 Iteration: 38 || Clusters count: 3 || Log posterior: -232436.0027665883 || Iter Time:0.007200956344604492 || Total time:26.14474058151245 Iteration: 39 || Clusters count: 3 || Log posterior: -232449.45185542796 || Iter Time:0.007133007049560547 || Total time:26.15187358856201 Iteration: 40 || Clusters count: 3 || Log posterior: -232430.7996112455 || Iter Time:0.00737309455871582 || Total time:26.159246683120728 Iteration: 41 || Clusters count: 3 || Log posterior: -232356.80258522782 || Iter Time:0.007236003875732422 || Total time:26.16648268699646 Loading and distributing data: 0.001158 seconds (141 allocations: 396.023 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262492.31970531866 || Iter Time:0.008052825927734375 || Total time:26.174535512924194 Iteration: 43 || Clusters count: 4 || Log posterior: -261960.72783332132 || Iter Time:0.009116888046264648 || Total time:26.18365240097046 Iteration: 44 || Clusters count: 4 || Log posterior: -261759.17952198192 || Iter Time:0.00755000114440918 || Total time:26.191202402114868 Iteration: 45 || Clusters count: 4 || Log posterior: -261717.48043615767 || Iter Time:0.0075490474700927734 || Total time:26.19875144958496 Iteration: 46 || Clusters count: 4 || Log posterior: -261720.58627803205 || Iter Time:0.007467985153198242 || Total time:26.20621943473816 Iteration: 47 || Clusters count: 4 || Log posterior: -261693.7018785645 || Iter Time:0.007439136505126953 || Total time:26.213658571243286 Iteration: 48 || Clusters count: 4 || Log posterior: -261714.98528771236 || Iter Time:0.007575035095214844 || Total time:26.2212336063385 Iteration: 49 || Clusters count: 4 || Log posterior: -261692.78161959318 || Iter Time:0.00739598274230957 || Total time:26.22862958908081 Iteration: 50 || Clusters count: 4 || Log posterior: -261697.16555768036 || Iter Time:0.007403135299682617 || Total time:26.236032724380493 Iteration: 51 || Clusters count: 4 || Log posterior: -261701.00718810328 || Iter Time:0.007623910903930664 || Total time:26.243656635284424 Iteration: 52 || Clusters count: 4 || Log posterior: -261691.60468242894 || Iter Time:0.008054971694946289 || Total time:26.25171160697937 Iteration: 53 || Clusters count: 4 || Log posterior: -261680.79553958695 || Iter Time:0.008587121963500977 || Total time:26.26029872894287 Iteration: 54 || Clusters count: 4 || Log posterior: -261685.3236875925 || Iter Time:0.008027076721191406 || Total time:26.268325805664062 Iteration: 55 || Clusters count: 4 || Log posterior: -261690.83728737963 || Iter Time:0.007925987243652344 || Total time:26.276251792907715 Iteration: 56 || Clusters count: 4 || Log posterior: -261682.51032084296 || Iter Time:0.008234977722167969 || Total time:26.284486770629883 Iteration: 57 || Clusters count: 4 || Log posterior: -261671.46114882315 || Iter Time:0.00899505615234375 || Total time:26.293481826782227 Iteration: 58 || Clusters count: 4 || Log posterior: -261678.00308238453 || Iter Time:0.7894749641418457 || Total time:27.082956790924072 Iteration: 59 || Clusters count: 4 || Log posterior: -261683.19324079188 || Iter Time:0.09281587600708008 || Total time:27.175772666931152 Iteration: 60 || Clusters count: 5 || Log posterior: -261273.3431923945 || Iter Time:0.009986162185668945 || Total time:27.18575882911682 Iteration: 61 || Clusters count: 5 || Log posterior: -261256.51379982693 || Iter Time:0.007938146591186523 || Total time:27.193696975708008 Iteration: 62 || Clusters count: 5 || Log posterior: -261179.2458489635 || Iter Time:0.0074160099029541016 || Total time:27.201112985610962 Loading and distributing data: 0.000839 seconds (141 allocations: 396.023 KiB) Iteration: 63 || Clusters count: 6 || Log posterior: -261565.18718668105 || Iter Time:0.008735895156860352 || Total time:27.209848880767822 Iteration: 64 || Clusters count: 6 || Log posterior: -261443.49686040907 || Iter Time:0.008038043975830078 || Total time:27.217886924743652 Iteration: 65 || Clusters count: 6 || Log posterior: -261453.4225514474 || Iter Time:0.007979869842529297 || Total time:27.22586679458618 Iteration: 66 || Clusters count: 6 || Log posterior: -261460.97595908324 || Iter Time:0.007929086685180664 || Total time:27.233795881271362 Iteration: 67 || Clusters count: 6 || Log posterior: -261428.80433026372 || Iter Time:0.007955074310302734 || Total time:27.241750955581665 Iteration: 68 || Clusters count: 6 || Log posterior: -261439.4030107477 || Iter Time:0.008002996444702148 || Total time:27.249753952026367 Iteration: 69 || Clusters count: 6 || Log posterior: -261422.65966171416 || Iter Time:0.008147954940795898 || Total time:27.257901906967163 Iteration: 70 || Clusters count: 6 || Log posterior: -261443.21526809636 || Iter Time:0.008105993270874023 || Total time:27.266007900238037 Iteration: 71 || Clusters count: 6 || Log posterior: -261436.55706497136 || Iter Time:0.008176803588867188 || Total time:27.274184703826904 Iteration: 72 || Clusters count: 6 || Log posterior: -261415.95923142773 || Iter Time:0.00814199447631836 || Total time:27.282326698303223 Iteration: 73 || Clusters count: 6 || Log posterior: -261430.30702372384 || Iter Time:0.008165121078491211 || Total time:27.290491819381714 Iteration: 74 || Clusters count: 6 || Log posterior: -261420.16009928775 || Iter Time:0.008045196533203125 || Total time:27.298537015914917 Iteration: 75 || Clusters count: 7 || Log posterior: -261248.77847494572 || Iter Time:0.009847164154052734 || Total time:27.30838418006897 Iteration: 76 || Clusters count: 7 || Log posterior: -261199.38144940443 || Iter Time:0.008442163467407227 || Total time:27.316826343536377 Iteration: 77 || Clusters count: 8 || Log posterior: -261040.90708289685 || Iter Time:0.010531902313232422 || Total time:27.32735824584961 Iteration: 78 || Clusters count: 8 || Log posterior: -260991.33340169778 || Iter Time:0.00923299789428711 || Total time:27.336591243743896 Iteration: 79 || Clusters count: 8 || Log posterior: -261009.68807906882 || Iter Time:0.009332895278930664 || Total time:27.345924139022827 Iteration: 80 || Clusters count: 8 || Log posterior: -261002.63697807374 || Iter Time:0.009891986846923828 || Total time:27.35581612586975 Iteration: 81 || Clusters count: 8 || Log posterior: -260988.28865676827 || Iter Time:0.00969696044921875 || Total time:27.36551308631897 Iteration: 82 || Clusters count: 8 || Log posterior: -260966.96001740982 || Iter Time:0.009698152542114258 || Total time:27.375211238861084 Iteration: 83 || Clusters count: 8 || Log posterior: -260886.52508522896 || Iter Time:0.008723020553588867 || Total time:27.383934259414673 Loading and distributing data: 0.000831 seconds (141 allocations: 396.023 KiB) Iteration: 84 || Clusters count: 8 || Log posterior: -260739.25954633194 || Iter Time:0.028835058212280273 || Total time:27.412769317626953 Iteration: 85 || Clusters count: 8 || Log posterior: -260628.76413072846 || Iter Time:0.009190082550048828 || Total time:27.421959400177002 Iteration: 86 || Clusters count: 8 || Log posterior: -260594.86089004815 || Iter Time:0.009134054183959961 || Total time:27.431093454360962 Iteration: 87 || Clusters count: 8 || Log posterior: -260579.2266189902 || Iter Time:0.009296894073486328 || Total time:27.44039034843445 Iteration: 88 || Clusters count: 8 || Log posterior: -260561.58971437233 || Iter Time:0.009063959121704102 || Total time:27.449454307556152 Iteration: 89 || Clusters count: 8 || Log posterior: -260568.88458431655 || Iter Time:0.009151220321655273 || Total time:27.458605527877808 Iteration: 90 || Clusters count: 9 || Log posterior: -260234.88194735633 || Iter Time:0.010519981384277344 || Total time:27.469125509262085 Iteration: 91 || Clusters count: 9 || Log posterior: -260168.13923424546 || Iter Time:0.00940084457397461 || Total time:27.47852635383606 Iteration: 92 || Clusters count: 11 || Log posterior: -259523.7839150167 || Iter Time:0.01194310188293457 || Total time:27.490469455718994 Iteration: 93 || Clusters count: 11 || Log posterior: -259415.4033799217 || Iter Time:0.023508071899414062 || Total time:27.513977527618408 Iteration: 94 || Clusters count: 11 || Log posterior: -259384.63360738804 || Iter Time:0.01083517074584961 || Total time:27.524812698364258 Iteration: 95 || Clusters count: 11 || Log posterior: -259413.1837955433 || Iter Time:0.01079106330871582 || Total time:27.535603761672974 Iteration: 96 || Clusters count: 11 || Log posterior: -259396.99435169005 || Iter Time:0.01096200942993164 || Total time:27.546565771102905 Iteration: 97 || Clusters count: 11 || Log posterior: -259419.09279623334 || Iter Time:0.010820865631103516 || Total time:27.55738663673401 Iteration: 98 || Clusters count: 11 || Log posterior: -259418.9900605556 || Iter Time:0.010761022567749023 || Total time:27.568147659301758 Iteration: 99 || Clusters count: 11 || Log posterior: -259387.68536788382 || Iter Time:0.010747909545898438 || Total time:27.578895568847656 Iteration: 100 || Clusters count: 11 || Log posterior: -259416.23499322752 || Iter Time:0.01068115234375 || Total time:27.589576721191406 Iteration: 101 || Clusters count: 12 || Log posterior: -258989.557755905 || Iter Time:0.018511056900024414 || Total time:27.60808777809143 Iteration: 102 || Clusters count: 12 || Log posterior: -258901.05914635916 || Iter Time:0.01104116439819336 || Total time:27.619128942489624 Iteration: 103 || Clusters count: 12 || Log posterior: -258899.6098306884 || Iter Time:0.011037111282348633 || Total time:27.630166053771973 Iteration: 104 || Clusters count: 12 || Log posterior: -258865.46563757068 || Iter Time:0.009979963302612305 || Total time:27.640146017074585 Loading and distributing data: 0.000789 seconds (141 allocations: 396.023 KiB) Iteration: 105 || Clusters count: 12 || Log posterior: -258681.6144543619 || Iter Time:0.010905027389526367 || Total time:27.65105104446411 Iteration: 106 || Clusters count: 14 || Log posterior: -257927.6514137121 || Iter Time:0.012653112411499023 || Total time:27.66370415687561 Iteration: 107 || Clusters count: 16 || Log posterior: -257062.91070479428 || Iter Time:0.014058113098144531 || Total time:27.677762269973755 Iteration: 108 || Clusters count: 16 || Log posterior: -256973.09410840506 || Iter Time:0.012953996658325195 || Total time:27.69071626663208 Iteration: 109 || Clusters count: 16 || Log posterior: -256944.03164014325 || Iter Time:0.013386964797973633 || Total 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time:27.912984371185303 Iteration: 124 || Clusters count: 18 || Log posterior: -255954.3101642936 || Iter Time:0.023109912872314453 || Total time:27.936094284057617 Iteration: 125 || Clusters count: 18 || Log posterior: -255936.63830243252 || Iter Time:0.017290115356445312 || Total time:27.953384399414062 Loading and distributing data: 0.000850 seconds (141 allocations: 396.023 KiB) Iteration: 126 || Clusters count: 19 || Log posterior: -255401.98350337436 || Iter Time:0.01904892921447754 || Total time:27.97243332862854 Iteration: 127 || Clusters count: 19 || Log posterior: -255353.75916193947 || Iter Time:0.01903986930847168 || Total time:27.99147319793701 Iteration: 128 || Clusters count: 19 || Log posterior: -255355.93545331922 || Iter Time:0.024430036544799805 || Total time:28.01590323448181 Iteration: 129 || Clusters count: 19 || Log posterior: -255354.11745333925 || Iter Time:0.019415855407714844 || Total time:28.035319089889526 Iteration: 130 || Clusters count: 19 || Log posterior: -255353.2127348123 || Iter Time:0.01895284652709961 || Total time:28.054271936416626 Iteration: 131 || Clusters count: 19 || Log posterior: -255357.07443483567 || Iter Time:0.020013809204101562 || Total time:28.074285745620728 Iteration: 132 || Clusters count: 19 || Log posterior: -255369.5531267463 || Iter Time:0.02015995979309082 || Total time:28.09444570541382 Iteration: 133 || Clusters count: 19 || Log posterior: -255356.28447265204 || Iter Time:0.024492979049682617 || Total time:28.1189386844635 Iteration: 134 || Clusters count: 19 || Log posterior: -255357.5876165297 || Iter Time:0.0200040340423584 || Total time:28.13894271850586 Iteration: 135 || Clusters count: 19 || Log posterior: -255352.69321686056 || Iter Time:0.021903038024902344 || Total time:28.16084575653076 Iteration: 136 || Clusters count: 19 || Log posterior: -255360.45292891146 || Iter Time:0.021780014038085938 || Total time:28.182625770568848 Iteration: 137 || Clusters count: 19 || Log posterior: -255363.40895911097 || Iter Time:0.026082992553710938 || Total time:28.20870876312256 Iteration: 138 || Clusters count: 19 || Log posterior: -255355.24456753407 || Iter Time:0.022182941436767578 || Total time:28.230891704559326 Iteration: 139 || Clusters count: 19 || Log posterior: -255355.6236078395 || Iter Time:0.022266149520874023 || Total time:28.2531578540802 Iteration: 140 || Clusters count: 19 || Log posterior: -255360.86343684464 || Iter Time:0.02208399772644043 || Total time:28.27524185180664 Iteration: 141 || Clusters count: 19 || Log posterior: -255363.70850651304 || Iter Time:0.02883315086364746 || Total time:28.304075002670288 Iteration: 142 || Clusters count: 19 || Log posterior: -255359.28144892392 || Iter Time:0.025191068649291992 || Total time:28.32926607131958 Iteration: 143 || Clusters count: 20 || Log posterior: -255086.65350766314 || Iter Time:0.025863170623779297 || Total time:28.35512924194336 Iteration: 144 || Clusters count: 20 || Log posterior: -255067.19969148128 || Iter Time:0.031944990158081055 || Total time:28.38707423210144 Iteration: 145 || Clusters count: 20 || Log posterior: -255070.80408633818 || Iter Time:0.025001049041748047 || Total time:28.41207528114319 Iteration: 146 || Clusters count: 20 || Log posterior: -255064.80693280287 || Iter Time:0.02272796630859375 || Total time:28.434803247451782 Loading and distributing data: 0.000818 seconds (141 allocations: 396.023 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255107.6286961009 || Iter Time:0.025355100631713867 || Total time:28.460158348083496 Iteration: 148 || Clusters count: 20 || Log posterior: -255080.97325126088 || Iter Time:0.029378890991210938 || Total time:28.489537239074707 Iteration: 149 || Clusters count: 20 || Log posterior: -255063.47909457487 || Iter Time:0.024564027786254883 || Total time:28.514101266860962 Iteration: 150 || Clusters count: 20 || Log posterior: -255059.55267444492 || Iter Time:0.024625062942504883 || Total 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time:28.907751321792603 Iteration: 165 || Clusters count: 20 || Log posterior: -254970.01536394004 || Iter Time:0.029747962951660156 || Total time:28.937499284744263 Iteration: 166 || Clusters count: 20 || Log posterior: -254970.98121372718 || Iter Time:0.026543140411376953 || Total time:28.96404242515564 Iteration: 167 || Clusters count: 20 || Log posterior: -254966.99347253563 || Iter Time:0.025696992874145508 || Total time:28.989739418029785 Loading and distributing data: 0.000820 seconds (141 allocations: 396.023 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255019.72292758923 || Iter Time:0.031232118606567383 || Total time:29.020971536636353 Iteration: 169 || Clusters count: 20 || Log posterior: -255015.81501371847 || Iter Time:0.030364990234375 || Total time:29.051336526870728 Iteration: 170 || Clusters count: 20 || Log posterior: -255009.3891742596 || Iter Time:0.02525615692138672 || Total time:29.076592683792114 Iteration: 171 || Clusters count: 20 || Log posterior: -255009.97909846183 || Iter Time:0.026592016220092773 || Total time:29.103184700012207 Iteration: 172 || Clusters count: 20 || Log posterior: -255009.97909846183 || Iter Time:0.031659841537475586 || Total time:29.134844541549683 Iteration: 173 || Clusters count: 20 || Log posterior: -255014.08554447192 || Iter Time:0.026457786560058594 || Total time:29.16130232810974 Iteration: 174 || Clusters count: 20 || Log posterior: -255017.72139797494 || Iter Time:0.02662205696105957 || Total time:29.1879243850708 Iteration: 175 || Clusters count: 20 || Log posterior: -255011.9840712019 || Iter Time:0.030985116958618164 || Total time:29.21890950202942 Iteration: 176 || Clusters count: 20 || Log posterior: -255010.70490191504 || Iter Time:0.0265810489654541 || Total time:29.245490550994873 Iteration: 177 || Clusters count: 20 || Log posterior: -255011.97669610617 || Iter Time:0.026628971099853516 || Total time:29.272119522094727 Iteration: 178 || Clusters count: 20 || Log posterior: -255017.1967015971 || Iter Time:0.03209710121154785 || Total time:29.304216623306274 Iteration: 179 || Clusters count: 20 || Log posterior: -255014.77405715777 || Iter Time:0.027031898498535156 || Total time:29.33124852180481 Iteration: 180 || Clusters count: 20 || Log posterior: -255014.0730274892 || Iter Time:0.026929140090942383 || Total time:29.358177661895752 Iteration: 181 || Clusters count: 20 || Log posterior: -254922.67302726692 || Iter Time:0.026434898376464844 || Total time:29.384612560272217 Iteration: 182 || Clusters count: 20 || Log posterior: -254922.819646428 || Iter Time:0.030263900756835938 || Total time:29.414876461029053 Iteration: 183 || Clusters count: 20 || Log posterior: -254922.819646428 || Iter Time:0.02540111541748047 || Total time:29.440277576446533 Iteration: 184 || Clusters count: 20 || Log posterior: -254919.4940917348 || Iter Time:0.025296926498413086 || Total time:29.465574502944946 Iteration: 185 || Clusters count: 20 || Log posterior: -254929.87173412705 || Iter Time:0.029983997344970703 || Total time:29.495558500289917 Iteration: 186 || Clusters count: 20 || Log posterior: -254928.19778883434 || Iter Time:0.026445865631103516 || Total time:29.52200436592102 Iteration: 187 || Clusters count: 20 || Log posterior: -254923.74259007117 || Iter Time:0.025877952575683594 || Total time:29.547882318496704 Iteration: 188 || Clusters count: 20 || Log posterior: -254919.4940917348 || Iter Time:0.023957014083862305 || Total time:29.571839332580566 Loading and distributing data: 0.000810 seconds (141 allocations: 396.023 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254859.12818709086 || Iter Time:0.025686979293823242 || Total time:29.59752631187439 Iteration: 190 || Clusters count: 20 || Log posterior: -254855.84744828133 || Iter Time:0.025134801864624023 || Total time:29.622661113739014 Iteration: 191 || Clusters count: 20 || Log posterior: -254843.70220178016 || Iter Time:0.025104045867919922 || Total time:29.647765159606934 Iteration: 192 || Clusters count: 20 || Log posterior: -254845.24913842545 || Iter Time:0.029712200164794922 || Total time:29.67747735977173 Iteration: 193 || Clusters count: 20 || Log posterior: -254839.85976722883 || Iter Time:0.025360107421875 || Total time:29.702837467193604 Iteration: 194 || Clusters count: 20 || Log posterior: -254844.0648780034 || Iter Time:0.02513599395751953 || Total time:29.727973461151123 Iteration: 195 || Clusters count: 20 || Log posterior: -254842.9284444536 || Iter Time:0.029868125915527344 || Total time:29.75784158706665 Iteration: 196 || Clusters count: 20 || Log posterior: -254844.5018331828 || Iter Time:0.026556968688964844 || Total time:29.784398555755615 Iteration: 197 || Clusters count: 20 || Log posterior: -254839.85976722883 || Iter Time:0.02333688735961914 || Total time:29.807735443115234 Iteration: 198 || Clusters count: 20 || Log posterior: -254839.85976722883 || Iter Time:0.02661299705505371 || Total time:29.834348440170288 Iteration: 199 || Clusters count: 20 || Log posterior: -254839.85976722883 || Iter Time:0.03147101402282715 || Total time:29.865819454193115 Iteration: 200 || Clusters count: 20 || Log posterior: -254845.22995229164 || Iter Time:0.026582956314086914 || Total time:29.892402410507202 Iteration: 201 || Clusters count: 20 || Log posterior: -254847.36539502232 || Iter Time:0.025585174560546875 || Total time:29.91798758506775 Iteration: 202 || Clusters count: 20 || Log posterior: -254846.03405255853 || Iter Time:0.030765056610107422 || Total time:29.948752641677856 Iteration: 203 || Clusters count: 20 || Log posterior: -254845.69350675074 || Iter Time:0.026360034942626953 || Total time:29.975112676620483 Iteration: 204 || Clusters count: 20 || Log posterior: -254853.35455369012 || Iter Time:0.02668595314025879 || Total time:30.001798629760742 Iteration: 205 || Clusters count: 20 || Log posterior: -254841.43315595802 || Iter Time:0.026113033294677734 || Total time:30.02791166305542 Iteration: 206 || Clusters count: 20 || Log posterior: -254846.1193361664 || Iter Time:0.031143903732299805 || Total time:30.05905556678772 Iteration: 207 || Clusters count: 20 || Log posterior: -254841.43315595802 || Iter Time:0.028161048889160156 || Total time:30.08721661567688 Iteration: 208 || Clusters count: 20 || Log posterior: -254841.43315595802 || Iter Time:0.027397871017456055 || Total time:30.114614486694336 Iteration: 209 || Clusters count: 20 || Log posterior: -254841.43315595802 || Iter Time:0.029812097549438477 || Total time:30.144426584243774 NMI: 0.739630570860912 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m29.5s [162705, 41980, 9075, 61825, 282192, 34941, 21165, 32885, 11629, 47870, 41501, 14518, 7476, 29561, 57671, 68958, 14930, 37025, 12354, 9739] Loading and distributing data: 0.000412 seconds (141 allocations: 13.211 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6563.387510313603 || Iter Time:4.005765914916992 || Total time:4.005765914916992 Iteration: 1 || Clusters count: 1 || Log posterior: -6563.387510313603 || Iter Time:0.002076864242553711 || Total time:4.007842779159546 Iteration: 2 || Clusters count: 1 || Log posterior: -6563.387510313603 || Iter Time:0.0015819072723388672 || Total time:4.009424686431885 Iteration: 3 || Clusters count: 1 || Log posterior: -6563.387510313603 || Iter Time:0.0015358924865722656 || Total time:4.010960578918457 Iteration: 4 || Clusters count: 1 || Log posterior: -6563.387510313603 || Iter Time:0.0015881061553955078 || Total time:4.0125486850738525 Iteration: 5 || Clusters count: 1 || Log posterior: -6563.387510313603 || Iter Time:0.001550912857055664 || Total time:4.014099597930908 Iteration: 6 || Clusters count: 1 || Log posterior: -6563.387510313603 || Iter Time:0.001425027847290039 || Total time:4.015524625778198 Iteration: 7 || Clusters count: 1 || Log posterior: -6563.387510313603 || Iter Time:0.0014128684997558594 || Total time:4.016937494277954 Iteration: 8 || Clusters count: 2 || Log posterior: -6486.5600932835805 || Iter Time:0.15813183784484863 || Total time:4.175069332122803 Iteration: 9 || Clusters count: 2 || Log posterior: -6503.699402051989 || Iter Time:0.002087831497192383 || Total time:4.177157163619995 Iteration: 10 || Clusters count: 2 || Log posterior: -6475.19903102305 || Iter Time:0.002070903778076172 || Total time:4.179228067398071 Iteration: 11 || Clusters count: 2 || Log posterior: -6506.429317643688 || Iter Time:0.0019412040710449219 || Total time:4.181169271469116 Iteration: 12 || Clusters count: 2 || Log posterior: -6541.230581187961 || Iter Time:0.001859903335571289 || Total time:4.1830291748046875 Iteration: 13 || Clusters count: 2 || Log posterior: -6497.852159023013 || Iter Time:0.002032041549682617 || Total time:4.18506121635437 Iteration: 14 || Clusters count: 2 || Log posterior: -6504.493741690643 || Iter Time:0.0022118091583251953 || Total time:4.187273025512695 Iteration: 15 || Clusters count: 2 || Log posterior: -6479.154552214807 || Iter Time:0.001990079879760742 || Total time:4.189263105392456 Iteration: 16 || Clusters count: 2 || Log posterior: -6457.2656646170335 || Iter Time:0.0020508766174316406 || Total time:4.191313982009888 Iteration: 17 || Clusters count: 2 || Log posterior: -6469.370954633883 || Iter Time:0.0019347667694091797 || Total time:4.193248748779297 Iteration: 18 || Clusters count: 4 || Log posterior: -6259.424099726664 || Iter Time:0.005486011505126953 || Total time:4.198734760284424 Iteration: 19 || Clusters count: 4 || Log posterior: -6210.037005599871 || Iter Time:0.002713918685913086 || Total time:4.201448678970337 Iteration: 20 || Clusters count: 4 || Log posterior: -6237.634242405438 || Iter Time:0.0027489662170410156 || Total time:4.204197645187378 Iteration: 21 || Clusters count: 4 || Log posterior: -6203.785085721434 || Iter Time:0.0026540756225585938 || Total time:4.2068517208099365 Iteration: 22 || Clusters count: 4 || Log posterior: -6189.798131635456 || Iter Time:0.0027379989624023438 || Total time:4.209589719772339 Iteration: 23 || Clusters count: 4 || Log posterior: -6233.123061049853 || Iter Time:0.0027260780334472656 || Total time:4.212315797805786 Iteration: 24 || Clusters count: 4 || Log posterior: -6221.661626884825 || Iter Time:0.002808094024658203 || Total time:4.215123891830444 Iteration: 25 || Clusters count: 4 || Log posterior: -6204.644466064583 || Iter Time:0.0027420520782470703 || Total time:4.217865943908691 Iteration: 26 || Clusters count: 4 || Log posterior: -6220.59011881085 || Iter Time:0.0027370452880859375 || Total time:4.220602989196777 Iteration: 27 || Clusters count: 4 || Log posterior: -6209.9277280181595 || Iter Time:0.002741098403930664 || Total time:4.223344087600708 Iteration: 28 || Clusters count: 7 || Log posterior: -5898.03331559051 || Iter Time:0.008036136627197266 || Total time:4.231380224227905 Iteration: 29 || Clusters count: 7 || Log posterior: -5872.419326271181 || Iter Time:0.0038509368896484375 || Total time:4.235231161117554 Iteration: 30 || Clusters count: 7 || Log posterior: -5695.733642186111 || Iter Time:1.3694789409637451 || Total time:5.604710102081299 false [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 1, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7] [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 1, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7] Loading and distributing data: 0.000253 seconds (141 allocations: 13.242 KiB) Iteration: 31 || Clusters count: 8 || Log posterior: -5388.553945696768 || Iter Time:0.03130197525024414 || Total time:5.636012077331543 Iteration: 32 || Clusters count: 8 || Log posterior: -5270.131871425773 || Iter Time:0.019520044326782227 || Total time:5.655532121658325 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 33 || Clusters count: 8 || Log posterior: -4257.9792671994055 || Iter Time:0.004414796829223633 || Total time:5.659946918487549 Iteration: 34 || Clusters count: 8 || Log posterior: -4219.393200356359 || Iter Time:0.018147945404052734 || Total time:5.678094863891602 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 35 || Clusters count: 8 || Log posterior: -3953.877490033224 || Iter Time:0.004623889923095703 || Total time:5.682718753814697 Iteration: 36 || Clusters count: 8 || Log posterior: -3903.1512304430807 || Iter Time:0.018281936645507812 || Total time:5.701000690460205 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 37 || Clusters count: 8 || Log posterior: -3866.8203714711535 || Iter Time:0.0047070980072021484 || Total time:5.705707788467407 Iteration: 38 || Clusters count: 8 || Log posterior: -3843.8334690292136 || Iter Time:0.02054882049560547 || Total time:5.726256608963013 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 39 || Clusters count: 8 || Log posterior: -3909.5125790673114 || Iter Time:0.0047490596771240234 || Total time:5.731005668640137 Iteration: 40 || Clusters count: 8 || Log posterior: -3879.9391136425843 || Iter Time:0.02005314826965332 || Total time:5.75105881690979 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 41 || Clusters count: 8 || Log posterior: -3935.2006267019187 || Iter Time:0.112091064453125 || Total time:5.863149881362915 Iteration: 42 || Clusters count: 8 || Log posterior: -3902.087803886156 || Iter Time:0.022537946701049805 || Total time:5.885687828063965 Loading and distributing data: 0.000432 seconds (141 allocations: 13.211 KiB) Iteration: 43 || Clusters count: 8 || Log posterior: -3894.445061735617 || Iter Time:0.006170988082885742 || Total time:5.891858816146851 Iteration: 44 || Clusters count: 8 || Log posterior: -3859.186003459259 || Iter Time:0.024160146713256836 || Total time:5.916018962860107 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 45 || Clusters count: 8 || Log posterior: -3846.1933230977297 || Iter Time:0.006356000900268555 || Total time:5.922374963760376 Iteration: 46 || Clusters count: 8 || Log posterior: -3800.3945260681703 || Iter Time:0.023433923721313477 || Total time:5.9458088874816895 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 47 || Clusters count: 9 || Log posterior: -3607.6466267811143 || Iter Time:0.008401870727539062 || Total time:5.9542107582092285 Iteration: 48 || Clusters count: 9 || Log posterior: 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Iteration: 381 || Clusters count: 12 || Log posterior: -3386.73467590904 || Iter Time:0.010689973831176758 || Total time:13.12563681602478 Iteration: 382 || Clusters count: 12 || Log posterior: -3374.6474772243732 || Iter Time:0.02828192710876465 || Total time:13.153918743133545 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 383 || Clusters count: 12 || Log posterior: -3386.1292076275786 || Iter Time:0.010911941528320312 || Total time:13.164830684661865 Iteration: 384 || Clusters count: 12 || Log posterior: -3366.1546559813833 || Iter Time:0.0276949405670166 || Total time:13.192525625228882 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 385 || Clusters count: 12 || Log posterior: -3385.188300344469 || Iter Time:0.01052403450012207 || Total time:13.203049659729004 Iteration: 386 || Clusters count: 12 || Log posterior: -3360.92222969246 || Iter Time:0.027065038681030273 || Total time:13.230114698410034 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Iteration: 453 || Clusters count: 11 || Log posterior: -3397.1256905369028 || Iter Time:0.011106014251708984 || Total time:14.323166608810425 Iteration: 454 || Clusters count: 11 || Log posterior: -3378.807482937129 || Iter Time:0.030363798141479492 || Total time:14.353530406951904 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 455 || Clusters count: 11 || Log posterior: -3400.1530934450902 || Iter Time:0.011554956436157227 || Total time:14.365085363388062 Iteration: 456 || Clusters count: 11 || Log posterior: -3382.068128912892 || Iter Time:0.04996919631958008 || Total time:14.415054559707642 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 457 || Clusters count: 11 || Log posterior: -3378.3314785163197 || Iter Time:0.010053873062133789 || Total time:14.425108432769775 Iteration: 458 || Clusters count: 11 || Log posterior: -3359.0230024342636 || Iter Time:0.025961875915527344 || Total 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Iteration: 475 || Clusters count: 11 || Log posterior: -3426.482308511915 || Iter Time:0.007851839065551758 || Total time:14.696394920349121 Iteration: 476 || Clusters count: 11 || Log posterior: -3401.6875097011207 || Iter Time:0.018695831298828125 || Total time:14.71509075164795 Loading and distributing data: 0.000157 seconds (141 allocations: 13.211 KiB) Iteration: 477 || Clusters count: 11 || Log posterior: -3411.8441706534823 || Iter Time:0.006670951843261719 || Total time:14.721761703491211 Iteration: 478 || Clusters count: 11 || Log posterior: -3401.0135652232275 || Iter Time:0.01979207992553711 || Total time:14.741553783416748 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 479 || Clusters count: 11 || Log posterior: -3443.2461673661883 || Iter Time:0.007718086242675781 || Total time:14.749271869659424 Iteration: 480 || Clusters count: 11 || Log posterior: -3423.7390298320433 || Iter Time:0.02126002311706543 || Total 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Iteration: 497 || Clusters count: 11 || Log posterior: -3354.4480902736877 || Iter Time:0.011039972305297852 || Total time:15.073198795318604 Iteration: 498 || Clusters count: 11 || Log posterior: -3326.9136446661314 || Iter Time:0.028545141220092773 || Total time:15.101743936538696 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 499 || Clusters count: 11 || Log posterior: -3399.1497177841657 || Iter Time:0.010384082794189453 || Total time:15.112128019332886 Iteration: 500 || Clusters count: 11 || Log posterior: -3378.1251957382547 || Iter Time:0.02832794189453125 || Total time:15.140455961227417 Loading and distributing data: 0.000210 seconds (141 allocations: 13.211 KiB) Iteration: 501 || Clusters count: 11 || Log posterior: -3439.4349895741475 || Iter Time:0.010084867477416992 || Total time:15.150540828704834 Iteration: 502 || Clusters count: 11 || Log posterior: -3417.9903868894376 || Iter Time:0.027891159057617188 || Total 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Iteration: 519 || Clusters count: 11 || Log posterior: -3348.8609754863255 || Iter Time:0.010007143020629883 || Total time:15.502034902572632 Iteration: 520 || Clusters count: 11 || Log posterior: -3329.6092974111357 || Iter Time:0.027743101119995117 || Total time:15.529778003692627 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 521 || Clusters count: 11 || Log posterior: -3374.3343732030844 || Iter Time:0.009938955307006836 || Total time:15.539716958999634 Iteration: 522 || Clusters count: 11 || Log posterior: -3365.625667382179 || Iter Time:0.049591064453125 || Total time:15.589308023452759 Loading and distributing data: 0.000211 seconds (141 allocations: 13.211 KiB) Iteration: 523 || Clusters count: 11 || Log posterior: -3403.7379508838762 || Iter Time:0.010153055191040039 || Total time:15.599461078643799 Iteration: 524 || Clusters count: 11 || Log posterior: -3377.8039401158226 || Iter Time:0.027226924896240234 || Total 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Iteration: 541 || Clusters count: 12 || Log posterior: -3428.308948350505 || Iter Time:0.011845827102661133 || Total time:15.969401836395264 Iteration: 542 || Clusters count: 12 || Log posterior: -3402.3314715795827 || Iter Time:0.02990102767944336 || Total time:15.999302864074707 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 543 || Clusters count: 12 || Log posterior: -3428.3268923045566 || Iter Time:0.011387109756469727 || Total time:16.010689973831177 Iteration: 544 || Clusters count: 12 || Log posterior: -3403.0419796291326 || Iter Time:0.030575037002563477 || Total time:16.04126501083374 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 545 || Clusters count: 12 || Log posterior: -3426.7783326986423 || Iter Time:0.01155710220336914 || Total time:16.05282211303711 Iteration: 546 || Clusters count: 12 || Log posterior: -3401.8009411680773 || Iter Time:0.028662919998168945 || Total 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Iteration: 585 || Clusters count: 11 || Log posterior: -3369.236724545167 || Iter Time:0.010954141616821289 || Total time:16.848970413208008 Iteration: 586 || Clusters count: 11 || Log posterior: -3355.0654189408724 || Iter Time:0.052633047103881836 || Total time:16.90160346031189 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 587 || Clusters count: 11 || Log posterior: -3370.7862706547558 || Iter Time:0.010330915451049805 || Total time:16.91193437576294 Iteration: 588 || Clusters count: 11 || Log posterior: -3357.9179640288316 || Iter Time:0.028910160064697266 || Total time:16.940844535827637 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 589 || Clusters count: 11 || Log posterior: -3377.5038710298713 || Iter Time:0.010566949844360352 || Total time:16.951411485671997 Iteration: 590 || Clusters count: 11 || Log posterior: -3351.2337377091762 || Iter Time:0.024322986602783203 || Total 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Iteration: 607 || Clusters count: 11 || Log posterior: -3375.002133482406 || Iter Time:0.010706901550292969 || Total time:17.292267322540283 Iteration: 608 || Clusters count: 11 || Log posterior: -3361.246277172674 || Iter Time:0.026160001754760742 || Total time:17.318427324295044 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 609 || Clusters count: 11 || Log posterior: -3375.410917144487 || Iter Time:0.009982109069824219 || Total time:17.328409433364868 Iteration: 610 || Clusters count: 11 || Log posterior: -3370.0086486166815 || Iter Time:0.028336048126220703 || Total time:17.35674548149109 Loading and distributing data: 0.000210 seconds (141 allocations: 13.211 KiB) Iteration: 611 || Clusters count: 11 || Log posterior: -3369.7714024291695 || Iter Time:0.011279106140136719 || Total time:17.368024587631226 Iteration: 612 || Clusters count: 11 || Log posterior: -3353.964740439201 || Iter Time:0.028332948684692383 || Total 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Iteration: 629 || Clusters count: 11 || Log posterior: -3400.9237086498288 || Iter Time:0.011097908020019531 || Total time:17.763731956481934 Iteration: 630 || Clusters count: 11 || Log posterior: -3373.627326416986 || Iter Time:0.029783010482788086 || Total time:17.79351496696472 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 631 || Clusters count: 11 || Log posterior: -3313.1155408440345 || Iter Time:0.010853052139282227 || Total time:17.804368019104004 Iteration: 632 || Clusters count: 11 || Log posterior: -3288.180666697659 || Iter Time:0.028701066970825195 || Total time:17.83306908607483 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 633 || Clusters count: 11 || Log posterior: -3351.277847073844 || Iter Time:0.010733842849731445 || Total time:17.84380292892456 Iteration: 634 || Clusters count: 11 || Log posterior: -3334.576727608364 || Iter Time:0.027899980545043945 || Total time:17.871702909469604 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Iteration: 668 || Clusters count: 12 || Log posterior: -3408.3641129972075 || Iter Time:0.027757883071899414 || Total time:18.555351972579956 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 669 || Clusters count: 12 || Log posterior: -3416.442984269369 || Iter Time:0.00957179069519043 || Total time:18.564923763275146 Iteration: 670 || Clusters count: 12 || Log posterior: -3404.5133366383357 || Iter Time:0.02956104278564453 || Total time:18.59448480606079 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 671 || Clusters count: 12 || Log posterior: -3393.177237184564 || Iter Time:0.011979103088378906 || Total time:18.60646390914917 Iteration: 672 || Clusters count: 12 || Log posterior: -3378.5885271248185 || Iter Time:0.029690027236938477 || Total time:18.63615393638611 Loading and distributing data: 0.000184 seconds (141 allocations: 13.242 KiB) Iteration: 673 || Clusters count: 12 || Log posterior: 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Iteration: 701 || Clusters count: 12 || Log posterior: -3404.875597248907 || Iter Time:0.010576009750366211 || Total time:19.218984365463257 Iteration: 702 || Clusters count: 12 || Log posterior: -3378.058589124222 || Iter Time:0.026820898056030273 || Total time:19.245805263519287 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 703 || Clusters count: 12 || Log posterior: -3405.7360727525765 || Iter Time:0.010404825210571289 || Total time:19.25621008872986 Iteration: 704 || Clusters count: 12 || Log posterior: -3392.7772451856495 || Iter Time:0.028146982192993164 || Total time:19.28435707092285 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 705 || Clusters count: 12 || Log posterior: -3434.2328839614725 || Iter Time:0.011426925659179688 || Total time:19.29578399658203 Iteration: 706 || Clusters count: 12 || Log posterior: -3422.0774163438773 || Iter Time:0.02960491180419922 || Total time:19.32538890838623 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Iteration: 773 || Clusters count: 12 || Log posterior: -3372.007757876444 || Iter Time:0.011022090911865234 || Total time:20.851123332977295 Iteration: 774 || Clusters count: 12 || Log posterior: -3364.102343688639 || Iter Time:0.03177809715270996 || Total time:20.882901430130005 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 775 || Clusters count: 12 || Log posterior: -3422.0629086905774 || Iter Time:0.011761903762817383 || Total time:20.894663333892822 Iteration: 776 || Clusters count: 12 || Log posterior: -3411.1868933233745 || Iter Time:0.028056859970092773 || Total time:20.922720193862915 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 777 || Clusters count: 12 || Log posterior: -3342.4761767016766 || Iter Time:0.012151002883911133 || Total time:20.934871196746826 Iteration: 778 || Clusters count: 12 || Log posterior: -3333.477523847626 || Iter Time:0.03259396553039551 || Total 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Iteration: 845 || Clusters count: 12 || Log posterior: -3408.180559356705 || Iter Time:0.011454105377197266 || Total time:22.415639877319336 Iteration: 846 || Clusters count: 12 || Log posterior: -3386.7166450089653 || Iter Time:0.03015303611755371 || Total time:22.44579291343689 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 847 || Clusters count: 12 || Log posterior: -3424.150205872662 || Iter Time:0.01144099235534668 || Total time:22.457233905792236 Iteration: 848 || Clusters count: 12 || Log posterior: -3411.95174968119 || Iter Time:0.030179977416992188 || Total time:22.48741388320923 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 849 || Clusters count: 12 || Log posterior: -3385.713827278557 || Iter Time:0.011558055877685547 || Total time:22.498971939086914 Iteration: 850 || Clusters count: 12 || Log posterior: -3373.7887220532734 || Iter Time:0.031404972076416016 || Total time:22.53037691116333 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-3351.9478534846194 || Iter Time:0.02863001823425293 || Total time:24.091094255447388 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 929 || Clusters count: 12 || Log posterior: -3375.0267984848847 || Iter Time:0.010497093200683594 || Total time:24.10159134864807 Iteration: 930 || Clusters count: 12 || Log posterior: -3364.087726286044 || Iter Time:0.028264999389648438 || Total time:24.12985634803772 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 931 || Clusters count: 12 || Log posterior: -3368.170977810298 || Iter Time:0.009681940078735352 || Total time:24.139538288116455 Iteration: 932 || Clusters count: 12 || Log posterior: -3343.6002878364498 || Iter Time:0.04855680465698242 || Total time:24.188095092773438 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 933 || Clusters count: 12 || Log posterior: -3369.724771092417 || Iter Time:0.011184930801391602 || Total 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|| Log posterior: -3350.3340919330144 || Iter Time:0.010380029678344727 || Total time:24.316486835479736 Iteration: 940 || Clusters count: 11 || Log posterior: -3336.0269305368065 || Iter Time:0.02675604820251465 || Total time:24.34324288368225 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 941 || Clusters count: 11 || Log posterior: -3418.6706803787733 || Iter Time:0.009913921356201172 || Total time:24.353156805038452 Iteration: 942 || Clusters count: 11 || Log posterior: -3399.9903248274695 || Iter Time:0.026681900024414062 || Total time:24.379838705062866 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 943 || Clusters count: 11 || Log posterior: -3442.1694150785365 || Iter Time:0.010321855545043945 || Total time:24.39016056060791 Iteration: 944 || Clusters count: 11 || Log posterior: -3419.8387574635103 || Iter Time:0.027704954147338867 || Total time:24.41786551475525 Loading and distributing data: 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-3354.3513247032765 || Iter Time:0.03264594078063965 || Total time:28.857998609542847 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1133 || Clusters count: 12 || Log posterior: -3398.3266095744852 || Iter Time:0.01221609115600586 || Total time:28.870214700698853 Iteration: 1134 || Clusters count: 12 || Log posterior: -3386.10580259705 || Iter Time:0.032318115234375 || Total time:28.902532815933228 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1135 || Clusters count: 12 || Log posterior: -3392.5270250021226 || Iter Time:0.01184701919555664 || Total time:28.914379835128784 Iteration: 1136 || Clusters count: 12 || Log posterior: -3375.6970094443936 || Iter Time:0.03239893913269043 || Total time:28.946778774261475 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1137 || Clusters count: 12 || Log posterior: -3344.5297741458958 || Iter Time:0.013379096984863281 || 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-3357.776493166366 || Iter Time:0.030777931213378906 || Total time:29.39142608642578 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1155 || Clusters count: 12 || Log posterior: -3356.14801868291 || Iter Time:0.011526107788085938 || Total time:29.402952194213867 Iteration: 1156 || Clusters count: 12 || Log posterior: -3340.2899173287415 || Iter Time:0.029506921768188477 || Total time:29.432459115982056 Loading and distributing data: 0.000176 seconds (141 allocations: 13.242 KiB) Iteration: 1157 || Clusters count: 12 || Log posterior: -3417.89540161006 || Iter Time:0.010812997817993164 || Total time:29.44327211380005 Iteration: 1158 || Clusters count: 12 || Log posterior: -3394.032328459077 || Iter Time:0.0290219783782959 || Total time:29.472294092178345 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1159 || Clusters count: 12 || Log posterior: -3470.808784757118 || Iter Time:0.01123499870300293 || Total 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|| Log posterior: -3448.966101514327 || Iter Time:0.011183977127075195 || Total time:29.61022686958313 Iteration: 1166 || Clusters count: 12 || Log posterior: -3420.984113065125 || Iter Time:0.029128074645996094 || Total time:29.639354944229126 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1167 || Clusters count: 12 || Log posterior: -3429.837870833377 || Iter Time:0.011071920394897461 || Total time:29.650426864624023 Iteration: 1168 || Clusters count: 12 || Log posterior: -3402.83042148549 || Iter Time:0.030910015106201172 || Total time:29.681336879730225 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1169 || Clusters count: 12 || Log posterior: -3404.7241733565556 || Iter Time:0.01119089126586914 || Total time:29.692527770996094 Iteration: 1170 || Clusters count: 12 || Log posterior: -3378.271538407831 || Iter Time:0.0279538631439209 || Total time:29.720481634140015 Loading and distributing data: 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Iteration: 1182 || Clusters count: 12 || Log posterior: -3407.9482714078104 || Iter Time:0.028961181640625 || Total time:29.947768449783325 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1183 || Clusters count: 12 || Log posterior: -3461.5426622746677 || Iter Time:0.011688947677612305 || Total time:29.959457397460938 Iteration: 1184 || Clusters count: 12 || Log posterior: -3414.0735470971504 || Iter Time:0.032900094985961914 || Total time:29.9923574924469 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1185 || Clusters count: 12 || Log posterior: -3342.2968727108555 || Iter Time:0.011940956115722656 || Total time:30.004298448562622 Iteration: 1186 || Clusters count: 12 || Log posterior: -3337.131830492047 || Iter Time:0.03433513641357422 || Total time:30.038633584976196 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1187 || Clusters count: 12 || Log posterior: 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12 || Log posterior: -3373.6851120847405 || Iter Time:0.038578033447265625 || Total time:31.55185341835022 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 1249 || Clusters count: 12 || Log posterior: -3429.8367405704603 || Iter Time:0.01258087158203125 || Total time:31.56443428993225 Iteration: 1250 || Clusters count: 12 || Log posterior: -3413.150041494467 || Iter Time:0.03557896614074707 || Total time:31.600013256072998 Loading and distributing data: 0.000207 seconds (141 allocations: 13.211 KiB) Iteration: 1251 || Clusters count: 12 || Log posterior: -3389.8754625230667 || Iter Time:0.01733684539794922 || Total time:31.617350101470947 Iteration: 1252 || Clusters count: 12 || Log posterior: -3367.018919690152 || Iter Time:0.03682088851928711 || Total time:31.654170989990234 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1253 || Clusters count: 12 || Log posterior: -3372.512027283709 || Iter 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Iteration: 1259 || Clusters count: 12 || Log posterior: -3402.9929908079025 || Iter Time:0.013920068740844727 || Total time:31.81908679008484 Iteration: 1260 || Clusters count: 12 || Log posterior: -3357.7965621994276 || Iter Time:0.033653974533081055 || Total time:31.85274076461792 Loading and distributing data: 0.000212 seconds (141 allocations: 13.211 KiB) Iteration: 1261 || Clusters count: 12 || Log posterior: -3335.751176930524 || Iter Time:0.012622833251953125 || Total time:31.865363597869873 Iteration: 1262 || Clusters count: 12 || Log posterior: -3322.779023908901 || Iter Time:0.035240888595581055 || Total time:31.900604486465454 Loading and distributing data: 0.000210 seconds (141 allocations: 13.211 KiB) Iteration: 1263 || Clusters count: 12 || Log posterior: -3350.985408942249 || Iter Time:0.011986017227172852 || Total time:31.912590503692627 Iteration: 1264 || Clusters count: 12 || Log posterior: -3324.1934506960815 || Iter Time:0.03332018852233887 || Total 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Iteration: 1281 || Clusters count: 12 || Log posterior: -3398.262096057814 || Iter Time:0.01222991943359375 || Total time:32.329012632369995 Iteration: 1282 || Clusters count: 12 || Log posterior: -3381.266327566753 || Iter Time:0.037930965423583984 || Total time:32.36694359779358 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1283 || Clusters count: 12 || Log posterior: -3441.198042359775 || Iter Time:0.013624191284179688 || Total time:32.38056778907776 Iteration: 1284 || Clusters count: 12 || Log posterior: -3412.6261785534302 || Iter Time:0.03692293167114258 || Total time:32.4174907207489 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1285 || Clusters count: 12 || Log posterior: -3422.287987880867 || Iter Time:0.013415098190307617 || Total time:32.43090581893921 Iteration: 1286 || Clusters count: 12 || Log posterior: -3398.0976856812385 || Iter Time:0.037078857421875 || Total time:32.467984676361084 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-3350.0294108490493 || Iter Time:0.036862850189208984 || Total time:32.61756157875061 Loading and distributing data: 0.000220 seconds (141 allocations: 13.211 KiB) Iteration: 1293 || Clusters count: 12 || Log posterior: -3429.444349241946 || Iter Time:0.013159036636352539 || Total time:32.63072061538696 Iteration: 1294 || Clusters count: 12 || Log posterior: -3404.5210165891363 || Iter Time:0.039640188217163086 || Total time:32.670360803604126 Loading and distributing data: 0.000217 seconds (141 allocations: 13.211 KiB) Iteration: 1295 || Clusters count: 12 || Log posterior: -3415.8999164614775 || Iter Time:0.014351844787597656 || Total time:32.684712648391724 Iteration: 1296 || Clusters count: 12 || Log posterior: -3404.4524409714413 || Iter Time:0.036917924880981445 || Total time:32.721630573272705 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1297 || Clusters count: 12 || Log posterior: -3447.0472980080135 || Iter Time:0.013782024383544922 || Total time:32.73541259765625 Iteration: 1298 || Clusters count: 12 || Log posterior: -3429.125603324411 || Iter Time:0.03876209259033203 || Total time:32.77417469024658 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1299 || Clusters count: 12 || Log posterior: -3444.293168700504 || Iter Time:0.013002872467041016 || Total time:32.78717756271362 Iteration: 1300 || Clusters count: 12 || Log posterior: -3424.1152898637542 || Iter Time:0.03739500045776367 || Total time:32.82457256317139 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1301 || Clusters count: 12 || Log posterior: -3414.3461161482496 || Iter Time:0.01324605941772461 || Total time:32.83781862258911 Iteration: 1302 || Clusters count: 12 || Log posterior: -3386.012589305796 || Iter Time:0.03717994689941406 || Total time:32.874998569488525 Loading and distributing data: 0.000212 seconds (141 allocations: 13.211 KiB) Iteration: 1303 || Clusters 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Iteration: 1320 || Clusters count: 12 || Log posterior: -3364.162709160241 || Iter Time:0.03711104393005371 || Total time:33.31297302246094 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1321 || Clusters count: 12 || Log posterior: -3432.818975047051 || Iter Time:0.01286005973815918 || Total time:33.3258330821991 Iteration: 1322 || Clusters count: 12 || Log posterior: -3407.8374111009734 || Iter Time:0.03983783721923828 || Total time:33.365670919418335 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 1323 || Clusters count: 12 || Log posterior: -3414.930288014135 || Iter Time:0.013203144073486328 || Total time:33.37887406349182 Iteration: 1324 || Clusters count: 12 || Log posterior: -3402.010281052391 || Iter Time:0.041079044342041016 || Total time:33.41995310783386 Loading and distributing data: 0.000225 seconds (141 allocations: 13.211 KiB) Iteration: 1325 || Clusters count: 12 || Log posterior: -3366.308292743672 || Iter Time:0.013736963272094727 || Total time:33.43369007110596 Iteration: 1326 || Clusters count: 12 || Log posterior: -3361.3502096997513 || Iter Time:0.040305137634277344 || Total time:33.473995208740234 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1327 || Clusters count: 12 || Log posterior: -3416.695013548168 || Iter Time:0.01324915885925293 || Total time:33.48724436759949 Iteration: 1328 || Clusters count: 12 || Log posterior: -3381.279376977699 || Iter Time:0.03873395919799805 || Total time:33.525978326797485 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1329 || Clusters count: 12 || Log posterior: -3393.6702336067124 || Iter Time:0.013094902038574219 || Total time:33.53907322883606 Iteration: 1330 || Clusters count: 12 || Log posterior: -3370.0117672469732 || Iter Time:0.0378260612487793 || Total time:33.57689929008484 Loading and distributing data: 0.000190 seconds (141 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Iteration: 1353 || Clusters count: 12 || Log posterior: -3414.5715656912594 || Iter Time:0.011864900588989258 || Total time:34.1192991733551 Iteration: 1354 || Clusters count: 12 || Log posterior: -3398.255258930523 || Iter Time:0.03352499008178711 || Total time:34.15282416343689 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1355 || Clusters count: 12 || Log posterior: -3400.5911535334 || Iter Time:0.01289677619934082 || Total time:34.16572093963623 Iteration: 1356 || Clusters count: 12 || Log posterior: -3392.8291023366723 || Iter Time:0.035093069076538086 || Total time:34.20081400871277 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1357 || Clusters count: 12 || Log posterior: -3400.0679982474867 || Iter Time:0.011788129806518555 || Total time:34.21260213851929 Iteration: 1358 || Clusters count: 12 || Log posterior: -3377.5182210678695 || Iter Time:0.03411293029785156 || Total time:34.24671506881714 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Iteration: 1425 || Clusters count: 12 || Log posterior: -3362.9604487753113 || Iter Time:0.011814117431640625 || Total time:35.72826075553894 Iteration: 1426 || Clusters count: 12 || Log posterior: -3342.010145684601 || Iter Time:0.030358076095581055 || Total time:35.75861883163452 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1427 || Clusters count: 12 || Log posterior: -3393.4261199747916 || Iter Time:0.010606050491333008 || Total time:35.769224882125854 Iteration: 1428 || Clusters count: 12 || Log posterior: -3368.158084116664 || Iter Time:0.03055286407470703 || Total time:35.79977774620056 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1429 || Clusters count: 12 || Log posterior: -3404.222209646895 || Iter Time:0.011254072189331055 || Total time:35.81103181838989 Iteration: 1430 || Clusters count: 12 || Log posterior: -3360.9889225831885 || Iter Time:0.03068399429321289 || Total 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Iteration: 1447 || Clusters count: 12 || Log posterior: -3385.528527989833 || Iter Time:0.010931015014648438 || Total time:36.21525979042053 Iteration: 1448 || Clusters count: 12 || Log posterior: -3356.8299695596165 || Iter Time:0.02947402000427246 || Total time:36.244733810424805 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1449 || Clusters count: 12 || Log posterior: -3427.7654616446057 || Iter Time:0.010642051696777344 || Total time:36.25537586212158 Iteration: 1450 || Clusters count: 12 || Log posterior: -3401.454009049786 || Iter Time:0.029571056365966797 || Total time:36.28494691848755 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1451 || Clusters count: 12 || Log posterior: -3415.6903195073796 || Iter Time:0.011664152145385742 || Total time:36.296611070632935 Iteration: 1452 || Clusters count: 12 || Log posterior: -3385.6920569697745 || Iter Time:0.031154155731201172 || Total 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Iteration: 1469 || Clusters count: 11 || Log posterior: -3393.334742717577 || Iter Time:0.010837078094482422 || Total time:36.69271278381348 Iteration: 1470 || Clusters count: 11 || Log posterior: -3375.588861507589 || Iter Time:0.02774500846862793 || Total time:36.720457792282104 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1471 || Clusters count: 11 || Log posterior: -3308.7793682345427 || Iter Time:0.010204076766967773 || Total time:36.73066186904907 Iteration: 1472 || Clusters count: 11 || Log posterior: -3297.0670631265075 || Iter Time:0.027922868728637695 || Total time:36.75858473777771 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1473 || Clusters count: 11 || Log posterior: -3284.057913919788 || Iter Time:0.01058816909790039 || Total time:36.76917290687561 Iteration: 1474 || Clusters count: 11 || Log posterior: -3278.263732424639 || Iter Time:0.02771592140197754 || Total 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Iteration: 1491 || Clusters count: 12 || Log posterior: -3431.1417611238667 || Iter Time:0.01016092300415039 || Total time:37.15087866783142 Iteration: 1492 || Clusters count: 12 || Log posterior: -3405.833149521302 || Iter Time:0.030666112899780273 || Total time:37.1815447807312 Loading and distributing data: 0.000220 seconds (141 allocations: 13.211 KiB) Iteration: 1493 || Clusters count: 12 || Log posterior: -3377.4763155627907 || Iter Time:0.010795116424560547 || Total time:37.19233989715576 Iteration: 1494 || Clusters count: 12 || Log posterior: -3344.194884420236 || Iter Time:0.030555009841918945 || Total time:37.22289490699768 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1495 || Clusters count: 12 || Log posterior: -3346.674090546335 || Iter Time:0.010570049285888672 || Total time:37.23346495628357 Iteration: 1496 || Clusters count: 12 || Log posterior: -3335.0796625117573 || Iter Time:0.03241896629333496 || Total 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KiB) Iteration: 1513 || Clusters count: 12 || Log posterior: -3366.362255047988 || Iter Time:0.011301994323730469 || Total time:37.600287437438965 Iteration: 1514 || Clusters count: 11 || Log posterior: -3328.7316036252146 || Iter Time:0.032163143157958984 || Total time:37.632450580596924 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1515 || Clusters count: 11 || Log posterior: -3346.467671924763 || Iter Time:0.010545015335083008 || Total time:37.64299559593201 Iteration: 1516 || Clusters count: 11 || Log posterior: -3316.4204299711632 || Iter Time:0.028923988342285156 || Total time:37.67191958427429 Loading and distributing data: 0.000212 seconds (141 allocations: 13.211 KiB) Iteration: 1517 || Clusters count: 11 || Log posterior: -3359.4256056747145 || Iter Time:0.037058115005493164 || Total time:37.708977699279785 Iteration: 1518 || Clusters count: 11 || Log posterior: -3337.830877075998 || Iter Time:0.03289294242858887 || Total 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Iteration: 1535 || Clusters count: 11 || Log posterior: -3376.847264644116 || Iter Time:0.012240886688232422 || Total time:38.08544683456421 Iteration: 1536 || Clusters count: 11 || Log posterior: -3347.0908668200123 || Iter Time:0.03050994873046875 || Total time:38.11595678329468 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1537 || Clusters count: 11 || Log posterior: -3371.561890317932 || Iter Time:0.010868072509765625 || Total time:38.12682485580444 Iteration: 1538 || Clusters count: 11 || Log posterior: -3339.1770698976475 || Iter Time:0.028474092483520508 || Total time:38.155298948287964 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1539 || Clusters count: 11 || Log posterior: -3390.688459418062 || Iter Time:0.01104593276977539 || Total time:38.16634488105774 Iteration: 1540 || Clusters count: 11 || Log posterior: -3365.4442191229173 || Iter Time:0.027610063552856445 || Total 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|| Log posterior: -3419.7246618489266 || Iter Time:0.027747154235839844 || Total time:38.31068801879883 Loading and distributing data: 0.000209 seconds (141 allocations: 13.211 KiB) Iteration: 1547 || Clusters count: 11 || Log posterior: -3429.0132423862215 || Iter Time:0.010584115982055664 || Total time:38.321272134780884 Iteration: 1548 || Clusters count: 11 || Log posterior: -3387.9127263615082 || Iter Time:0.030352115631103516 || Total time:38.35162425041199 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1549 || Clusters count: 11 || Log posterior: -3404.8080249347026 || Iter Time:0.01035308837890625 || Total time:38.361977338790894 Iteration: 1550 || Clusters count: 11 || Log posterior: -3387.6559338194656 || Iter Time:0.03148794174194336 || Total time:38.39346528053284 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1551 || Clusters count: 12 || Log posterior: -3327.5330501887856 || Iter 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Iteration: 1557 || Clusters count: 11 || Log posterior: -3407.502360168929 || Iter Time:0.010040044784545898 || Total time:38.550721883773804 Iteration: 1558 || Clusters count: 11 || Log posterior: -3382.0161507336925 || Iter Time:0.02760601043701172 || Total time:38.578327894210815 Loading and distributing data: 0.000209 seconds (141 allocations: 13.211 KiB) Iteration: 1559 || Clusters count: 11 || Log posterior: -3405.791530351998 || Iter Time:0.010442972183227539 || Total time:38.58877086639404 Iteration: 1560 || Clusters count: 11 || Log posterior: -3386.885492983056 || Iter Time:0.027484893798828125 || Total time:38.61625576019287 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1561 || Clusters count: 11 || Log posterior: -3394.0580243553018 || Iter Time:0.010202884674072266 || Total time:38.62645864486694 Iteration: 1562 || Clusters count: 11 || Log posterior: -3384.6137419221764 || Iter Time:0.028375864028930664 || Total 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Iteration: 1579 || Clusters count: 11 || Log posterior: -3379.934650406558 || Iter Time:0.01019906997680664 || Total time:38.98265480995178 Iteration: 1580 || Clusters count: 11 || Log posterior: -3369.7639197850285 || Iter Time:0.02829909324645996 || Total time:39.01095390319824 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1581 || Clusters count: 11 || Log posterior: -3350.2170647462844 || Iter Time:0.010164022445678711 || Total time:39.02111792564392 Iteration: 1582 || Clusters count: 11 || Log posterior: -3332.5168407253022 || Iter Time:0.027408123016357422 || Total time:39.04852604866028 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 1583 || Clusters count: 11 || Log posterior: -3387.6706759092704 || Iter Time:0.010293960571289062 || Total time:39.05882000923157 Iteration: 1584 || Clusters count: 11 || Log posterior: -3368.798922224835 || Iter Time:0.028239011764526367 || Total 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Iteration: 1601 || Clusters count: 11 || Log posterior: -3394.9997935530228 || Iter Time:0.01094198226928711 || Total time:39.43458318710327 Iteration: 1602 || Clusters count: 11 || Log posterior: -3371.3402125116327 || Iter Time:0.02883005142211914 || Total time:39.46341323852539 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1603 || Clusters count: 11 || Log posterior: -3417.4224621929598 || Iter Time:0.010416984558105469 || Total time:39.473830223083496 Iteration: 1604 || Clusters count: 11 || Log posterior: -3394.4722873540186 || Iter Time:0.02786707878112793 || Total time:39.501697301864624 Loading and distributing data: 0.000226 seconds (141 allocations: 13.211 KiB) Iteration: 1605 || Clusters count: 11 || Log posterior: -3429.914088623819 || Iter Time:0.010241985321044922 || Total time:39.51193928718567 Iteration: 1606 || Clusters count: 11 || Log posterior: -3405.310298666791 || Iter Time:0.02769184112548828 || Total 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|| Log posterior: -3338.783426031666 || Iter Time:0.027884960174560547 || Total time:39.65564036369324 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1613 || Clusters count: 11 || Log posterior: -3380.90038711947 || Iter Time:0.010502099990844727 || Total time:39.66614246368408 Iteration: 1614 || Clusters count: 11 || Log posterior: -3365.358322758237 || Iter Time:0.027890920639038086 || Total time:39.69403338432312 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1615 || Clusters count: 11 || Log posterior: -3358.937060087068 || Iter Time:0.010710954666137695 || Total time:39.70474433898926 Iteration: 1616 || Clusters count: 11 || Log posterior: -3350.0060332307266 || Iter Time:0.02845311164855957 || Total time:39.73319745063782 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1617 || Clusters count: 11 || Log posterior: -3347.3999530348183 || Iter 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Iteration: 1623 || Clusters count: 11 || Log posterior: -3378.392523547646 || Iter Time:0.011305093765258789 || Total time:39.861135721206665 Iteration: 1624 || Clusters count: 11 || Log posterior: -3362.975616085597 || Iter Time:0.027996063232421875 || Total time:39.88913178443909 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1625 || Clusters count: 11 || Log posterior: -3414.5393475139003 || Iter Time:0.010725021362304688 || Total time:39.89985680580139 Iteration: 1626 || Clusters count: 11 || Log posterior: -3376.340991158275 || Iter Time:0.030898094177246094 || Total time:39.93075489997864 Loading and distributing data: 0.000219 seconds (141 allocations: 13.211 KiB) Iteration: 1627 || Clusters count: 11 || Log posterior: -3451.9559597839093 || Iter Time:0.0369570255279541 || Total time:39.96771192550659 Iteration: 1628 || Clusters count: 11 || Log posterior: -3424.8461745166933 || Iter Time:0.02903914451599121 || Total 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Iteration: 1645 || Clusters count: 11 || Log posterior: -3395.964578438623 || Iter Time:0.010563135147094727 || Total time:40.32088375091553 Iteration: 1646 || Clusters count: 11 || Log posterior: -3370.158296010204 || Iter Time:0.028983116149902344 || Total time:40.34986686706543 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1647 || Clusters count: 11 || Log posterior: -3355.3535245906796 || Iter Time:0.010770082473754883 || Total time:40.360636949539185 Iteration: 1648 || Clusters count: 11 || Log posterior: -3349.1529332368036 || Iter Time:0.02822399139404297 || Total time:40.38886094093323 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1649 || Clusters count: 11 || Log posterior: -3338.5634897608224 || Iter Time:0.010662078857421875 || Total time:40.39952301979065 Iteration: 1650 || Clusters count: 11 || Log posterior: -3314.383640264813 || Iter Time:0.028814077377319336 || Total 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Iteration: 1667 || Clusters count: 11 || Log posterior: -3443.3673567901023 || Iter Time:0.010175943374633789 || Total time:40.771023988723755 Iteration: 1668 || Clusters count: 11 || Log posterior: -3426.3096452189097 || Iter Time:0.02801799774169922 || Total time:40.799041986465454 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1669 || Clusters count: 11 || Log posterior: -3424.3701739993903 || Iter Time:0.01042795181274414 || Total time:40.8094699382782 Iteration: 1670 || Clusters count: 11 || Log posterior: -3409.6570441687672 || Iter Time:0.028680086135864258 || Total time:40.83815002441406 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1671 || Clusters count: 11 || Log posterior: -3381.7488827806287 || Iter Time:0.010548114776611328 || Total time:40.848698139190674 Iteration: 1672 || Clusters count: 11 || Log posterior: -3370.42063365436 || Iter Time:0.03249406814575195 || Total 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Iteration: 1689 || Clusters count: 11 || Log posterior: -3396.768447598879 || Iter Time:0.010384082794189453 || Total time:41.21816062927246 Iteration: 1690 || Clusters count: 11 || Log posterior: -3376.0337745993866 || Iter Time:0.027306079864501953 || Total time:41.24546670913696 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1691 || Clusters count: 11 || Log posterior: -3383.0177170400675 || Iter Time:0.010740995407104492 || Total time:41.25620770454407 Iteration: 1692 || Clusters count: 11 || Log posterior: -3367.3253519271702 || Iter Time:0.02750110626220703 || Total time:41.283708810806274 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1693 || Clusters count: 11 || Log posterior: -3391.2339667990937 || Iter Time:0.010419130325317383 || Total time:41.29412794113159 Iteration: 1694 || Clusters count: 11 || Log posterior: -3358.9501992965306 || Iter Time:0.02678680419921875 || Total 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Iteration: 1711 || Clusters count: 11 || Log posterior: -3434.934308118618 || Iter Time:0.011255979537963867 || Total time:41.66576075553894 Iteration: 1712 || Clusters count: 11 || Log posterior: -3417.253478894995 || Iter Time:0.028358936309814453 || Total time:41.694119691848755 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1713 || Clusters count: 11 || Log posterior: -3415.1871281600124 || Iter Time:0.010946989059448242 || Total time:41.7050666809082 Iteration: 1714 || Clusters count: 11 || Log posterior: -3381.747710784526 || Iter Time:0.028425216674804688 || Total time:41.73349189758301 Loading and distributing data: 0.000277 seconds (141 allocations: 13.211 KiB) Iteration: 1715 || Clusters count: 11 || Log posterior: -3415.3204401469357 || Iter Time:0.011047840118408203 || Total time:41.744539737701416 Iteration: 1716 || Clusters count: 11 || Log posterior: -3393.6422189854347 || Iter Time:0.0272519588470459 || Total 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11 || Log posterior: -3427.335811398835 || Iter Time:0.027649879455566406 || Total time:41.88818335533142 Loading and distributing data: 0.000215 seconds (141 allocations: 13.211 KiB) Iteration: 1723 || Clusters count: 11 || Log posterior: -3397.20426475199 || Iter Time:0.010480165481567383 || Total time:41.89866352081299 Iteration: 1724 || Clusters count: 11 || Log posterior: -3390.4086460428352 || Iter Time:0.02794194221496582 || Total time:41.926605463027954 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1725 || Clusters count: 11 || Log posterior: -3395.276390026783 || Iter Time:0.010526180267333984 || Total time:41.93713164329529 Iteration: 1726 || Clusters count: 11 || Log posterior: -3379.068073821595 || Iter Time:0.02927398681640625 || Total time:41.966405630111694 Loading and distributing data: 0.000215 seconds (141 allocations: 13.211 KiB) Iteration: 1727 || Clusters count: 11 || Log posterior: -3437.461863979346 || Iter 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KiB) Iteration: 1733 || Clusters count: 11 || Log posterior: -3412.6103618380675 || Iter Time:0.011224031448364258 || Total time:42.097575426101685 Iteration: 1734 || Clusters count: 11 || Log posterior: -3391.4452612655277 || Iter Time:0.028900146484375 || Total time:42.12647557258606 Loading and distributing data: 0.000214 seconds (141 allocations: 13.211 KiB) Iteration: 1735 || Clusters count: 11 || Log posterior: -3408.8319680742434 || Iter Time:0.010718107223510742 || Total time:42.13719367980957 Iteration: 1736 || Clusters count: 11 || Log posterior: -3376.044754401616 || Iter Time:0.028664112091064453 || Total time:42.165857791900635 Loading and distributing data: 0.000212 seconds (141 allocations: 13.211 KiB) Iteration: 1737 || Clusters count: 11 || Log posterior: -3372.4413642009094 || Iter Time:0.011268854141235352 || Total time:42.17712664604187 Iteration: 1738 || Clusters count: 11 || Log posterior: -3356.4047320496547 || Iter Time:0.053132057189941406 || Total 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11 || Log posterior: -3417.61007687469 || Iter Time:0.028207063674926758 || Total time:42.34807085990906 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1745 || Clusters count: 11 || Log posterior: -3420.032172446175 || Iter Time:0.010561227798461914 || Total time:42.35863208770752 Iteration: 1746 || Clusters count: 11 || Log posterior: -3405.227512603005 || Iter Time:0.029110193252563477 || Total time:42.38774228096008 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1747 || Clusters count: 11 || Log posterior: -3451.831415734541 || Iter Time:0.01061701774597168 || Total time:42.398359298706055 Iteration: 1748 || Clusters count: 11 || Log posterior: -3435.3611585239714 || Iter Time:0.027640819549560547 || Total time:42.426000118255615 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 1749 || Clusters count: 11 || Log posterior: -3425.4466139497526 || Iter 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KiB) Iteration: 1755 || Clusters count: 11 || Log posterior: -3369.832422054065 || Iter Time:0.010888814926147461 || Total time:42.55992794036865 Iteration: 1756 || Clusters count: 11 || Log posterior: -3347.156844162789 || Iter Time:0.028689861297607422 || Total time:42.58861780166626 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1757 || Clusters count: 11 || Log posterior: -3390.681054885378 || Iter Time:0.010822057723999023 || Total time:42.59943985939026 Iteration: 1758 || Clusters count: 11 || Log posterior: -3373.9921152402494 || Iter Time:0.028306007385253906 || Total time:42.62774586677551 Loading and distributing data: 0.000207 seconds (141 allocations: 13.211 KiB) Iteration: 1759 || Clusters count: 11 || Log posterior: -3458.676763168784 || Iter Time:0.010334968566894531 || Total time:42.63808083534241 Iteration: 1760 || Clusters count: 11 || Log posterior: -3427.280563720727 || Iter Time:0.02784109115600586 || Total 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11 || Log posterior: -3265.843957772776 || Iter Time:0.027674198150634766 || Total time:42.78231501579285 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1767 || Clusters count: 11 || Log posterior: -3371.5739956150323 || Iter Time:0.010493993759155273 || Total time:42.792809009552 Iteration: 1768 || Clusters count: 11 || Log posterior: -3335.9550529018534 || Iter Time:0.02952408790588379 || Total time:42.822333097457886 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1769 || Clusters count: 11 || Log posterior: -3382.807183353084 || Iter Time:0.01081705093383789 || Total time:42.833150148391724 Iteration: 1770 || Clusters count: 11 || Log posterior: -3352.9185501321354 || Iter Time:0.02749013900756836 || Total time:42.86064028739929 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1771 || Clusters count: 11 || Log posterior: -3444.5259233741062 || Iter 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Iteration: 1777 || Clusters count: 11 || Log posterior: -3344.696996385961 || Iter Time:0.01075601577758789 || Total time:43.013551473617554 Iteration: 1778 || Clusters count: 11 || Log posterior: -3332.960404441771 || Iter Time:0.02824115753173828 || Total time:43.04179263114929 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1779 || Clusters count: 11 || Log posterior: -3342.8515599945467 || Iter Time:0.010905981063842773 || Total time:43.052698612213135 Iteration: 1780 || Clusters count: 11 || Log posterior: -3326.1639894511354 || Iter Time:0.0334630012512207 || Total time:43.086161613464355 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1781 || Clusters count: 11 || Log posterior: -3387.5426331891886 || Iter Time:0.011160850524902344 || Total time:43.09732246398926 Iteration: 1782 || Clusters count: 11 || Log posterior: -3367.135822616242 || Iter Time:0.029168128967285156 || Total 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|| Log posterior: -3383.009902023189 || Iter Time:0.030632972717285156 || Total time:43.2550413608551 Loading and distributing data: 0.000215 seconds (141 allocations: 13.211 KiB) Iteration: 1789 || Clusters count: 11 || Log posterior: -3434.0134852592882 || Iter Time:0.010692834854125977 || Total time:43.26573419570923 Iteration: 1790 || Clusters count: 11 || Log posterior: -3411.939700475053 || Iter Time:0.030108213424682617 || Total time:43.29584240913391 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1791 || Clusters count: 11 || Log posterior: -3428.532146448486 || Iter Time:0.011494159698486328 || Total time:43.3073365688324 Iteration: 1792 || Clusters count: 11 || Log posterior: -3411.2478913424616 || Iter Time:0.03397703170776367 || Total time:43.34131360054016 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1793 || Clusters count: 11 || Log posterior: -3391.764689391742 || Iter 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Iteration: 1799 || Clusters count: 11 || Log posterior: -3350.8713997928726 || Iter Time:0.010735034942626953 || Total time:43.474700689315796 Iteration: 1800 || Clusters count: 11 || Log posterior: -3330.7476240046744 || Iter Time:0.029607057571411133 || Total time:43.50430774688721 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1801 || Clusters count: 11 || Log posterior: -3365.5814601192287 || Iter Time:0.010979175567626953 || Total time:43.515286922454834 Iteration: 1802 || Clusters count: 11 || Log posterior: -3352.4695321071495 || Iter Time:0.028696060180664062 || Total time:43.5439829826355 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1803 || Clusters count: 11 || Log posterior: -3348.1092132133535 || Iter Time:0.01079106330871582 || Total time:43.554774045944214 Iteration: 1804 || Clusters count: 11 || Log posterior: -3328.5594399128877 || Iter Time:0.02807307243347168 || Total 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|| Log posterior: -3407.2955714696172 || Iter Time:0.028837919235229492 || Total time:43.708284854888916 Loading and distributing data: 0.000210 seconds (141 allocations: 13.211 KiB) Iteration: 1811 || Clusters count: 11 || Log posterior: -3401.2682036778588 || Iter Time:0.010910987854003906 || Total time:43.71919584274292 Iteration: 1812 || Clusters count: 11 || Log posterior: -3385.7086560308326 || Iter Time:0.033081769943237305 || Total time:43.75227761268616 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1813 || Clusters count: 11 || Log posterior: -3426.5138830874785 || Iter Time:0.010658979415893555 || Total time:43.76293659210205 Iteration: 1814 || Clusters count: 11 || Log posterior: -3412.4185373751616 || Iter Time:0.03044915199279785 || Total time:43.79338574409485 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1815 || Clusters count: 11 || Log posterior: -3417.5092570736574 || Iter 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KiB) Iteration: 1821 || Clusters count: 11 || Log posterior: -3395.4692369403874 || Iter Time:0.0107269287109375 || Total time:43.927772521972656 Iteration: 1822 || Clusters count: 11 || Log posterior: -3375.4156517865863 || Iter Time:0.032653093338012695 || Total time:43.96042561531067 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1823 || Clusters count: 11 || Log posterior: -3443.940474106683 || Iter Time:0.01161813735961914 || Total time:43.97204375267029 Iteration: 1824 || Clusters count: 11 || Log posterior: -3405.013964851843 || Iter Time:0.031033039093017578 || Total time:44.003076791763306 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1825 || Clusters count: 11 || Log posterior: -3422.3783693082946 || Iter Time:0.010915994644165039 || Total time:44.01399278640747 Iteration: 1826 || Clusters count: 11 || Log posterior: -3402.9161010527855 || Iter Time:0.03473806381225586 || Total 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|| Log posterior: -3380.3055368903465 || Iter Time:0.030301809310913086 || Total time:44.17607545852661 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 1833 || Clusters count: 11 || Log posterior: -3405.4590614799645 || Iter Time:0.00990605354309082 || Total time:44.1859815120697 Iteration: 1834 || Clusters count: 11 || Log posterior: -3375.2514863632077 || Iter Time:0.027518033981323242 || Total time:44.213499546051025 Loading and distributing data: 0.000229 seconds (141 allocations: 13.211 KiB) Iteration: 1835 || Clusters count: 11 || Log posterior: -3397.5538645586485 || Iter Time:0.010426998138427734 || Total time:44.22392654418945 Iteration: 1836 || Clusters count: 11 || Log posterior: -3377.519953987321 || Iter Time:0.032852888107299805 || Total time:44.25677943229675 Loading and distributing data: 0.000247 seconds (141 allocations: 13.211 KiB) Iteration: 1837 || Clusters count: 11 || Log posterior: -3453.3261452956785 || Iter 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Iteration: 1843 || Clusters count: 11 || Log posterior: -3393.9628851734597 || Iter Time:0.011358976364135742 || Total time:44.391488552093506 Iteration: 1844 || Clusters count: 11 || Log posterior: -3374.353361519903 || Iter Time:0.029560089111328125 || Total time:44.421048641204834 Loading and distributing data: 0.000218 seconds (141 allocations: 13.211 KiB) Iteration: 1845 || Clusters count: 11 || Log posterior: -3413.50481307264 || Iter Time:0.010895013809204102 || Total time:44.43194365501404 Iteration: 1846 || Clusters count: 11 || Log posterior: -3396.0370193385415 || Iter Time:0.0289762020111084 || Total time:44.46091985702515 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1847 || Clusters count: 11 || Log posterior: -3418.0007184603473 || Iter Time:0.011983156204223633 || Total time:44.47290301322937 Iteration: 1848 || Clusters count: 11 || Log posterior: -3393.912704159673 || Iter Time:0.057238101959228516 || Total time:44.5301411151886 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1849 || Clusters count: 11 || Log posterior: -3405.411861683091 || Iter Time:0.01066279411315918 || Total time:44.54080390930176 Iteration: 1850 || Clusters count: 11 || Log posterior: -3382.5267329060907 || Iter Time:0.027923107147216797 || Total time:44.568727016448975 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1851 || Clusters count: 11 || Log posterior: -3360.885533395891 || Iter Time:0.01095890998840332 || Total time:44.57968592643738 Iteration: 1852 || Clusters count: 11 || Log posterior: -3338.3822412203313 || Iter Time:0.03168201446533203 || Total time:44.61136794090271 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1853 || Clusters count: 11 || Log posterior: -3393.1409337244195 || Iter Time:0.010806083679199219 || Total time:44.62217402458191 Iteration: 1854 || Clusters count: 11 || Log posterior: -3358.242044286573 || Iter Time:0.029124021530151367 || Total time:44.65129804611206 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1855 || Clusters count: 11 || Log posterior: -3412.7195457742664 || Iter Time:0.011189937591552734 || Total time:44.66248798370361 Iteration: 1856 || Clusters count: 11 || Log posterior: -3394.7365124293083 || Iter Time:0.030755043029785156 || Total time:44.6932430267334 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1857 || Clusters count: 11 || Log posterior: -3433.409466114509 || Iter Time:0.011518001556396484 || Total time:44.704761028289795 Iteration: 1858 || Clusters count: 11 || Log posterior: -3415.2744968060038 || Iter Time:0.034620046615600586 || Total time:44.739381074905396 Loading and distributing data: 0.000213 seconds (141 allocations: 13.211 KiB) Iteration: 1859 || Clusters count: 12 || Log posterior: -3437.3949945935105 || Iter Time:0.01143503189086914 || Total time:44.750816106796265 Iteration: 1860 || Clusters count: 12 || Log posterior: -3418.0283290038155 || Iter Time:0.03339505195617676 || Total time:44.78421115875244 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1861 || Clusters count: 12 || Log posterior: -3395.3681483126798 || Iter Time:0.011599063873291016 || Total time:44.79581022262573 Iteration: 1862 || Clusters count: 12 || Log posterior: -3387.4980369407967 || Iter Time:0.035713911056518555 || Total time:44.83152413368225 Loading and distributing data: 0.000209 seconds (141 allocations: 13.211 KiB) Iteration: 1863 || Clusters count: 12 || Log posterior: -3384.4890991653847 || Iter Time:0.010589838027954102 || Total time:44.842113971710205 Iteration: 1864 || Clusters count: 12 || Log posterior: -3375.8359653572684 || Iter Time:0.029223918914794922 || Total time:44.871337890625 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1865 || Clusters count: 12 || Log posterior: -3355.281024931887 || Iter Time:0.009701967239379883 || Total time:44.88103985786438 Iteration: 1866 || Clusters count: 12 || Log posterior: -3350.8508442480124 || Iter Time:0.029263019561767578 || Total time:44.91030287742615 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1867 || Clusters count: 12 || Log posterior: -3382.4719394291888 || Iter Time:0.01140594482421875 || Total time:44.921708822250366 Iteration: 1868 || Clusters count: 12 || Log posterior: -3371.5853723403734 || Iter Time:0.02955794334411621 || Total time:44.95126676559448 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1869 || Clusters count: 12 || Log posterior: -3385.978437871859 || Iter Time:0.011865854263305664 || Total time:44.96313261985779 Iteration: 1870 || Clusters count: 12 || Log posterior: -3371.2939966165795 || Iter Time:0.03045797348022461 || Total time:44.99359059333801 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1871 || Clusters count: 12 || Log posterior: -3377.77181558018 || Iter Time:0.011779069900512695 || Total time:45.005369663238525 Iteration: 1872 || Clusters count: 12 || Log posterior: -3343.5288483544614 || Iter Time:0.033262014389038086 || Total time:45.03863167762756 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1873 || Clusters count: 12 || Log posterior: -3373.8379319246155 || Iter Time:0.011641979217529297 || Total time:45.05027365684509 Iteration: 1874 || Clusters count: 12 || Log posterior: -3358.164235707972 || Iter Time:0.032917022705078125 || Total time:45.08319067955017 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1875 || Clusters count: 12 || Log posterior: -3440.1520171385146 || Iter Time:0.012661933898925781 || Total time:45.0958526134491 Iteration: 1876 || Clusters count: 12 || Log posterior: -3409.7279294026257 || Iter Time:0.033032894134521484 || Total time:45.12888550758362 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1877 || Clusters count: 12 || Log posterior: -3397.7149423116366 || Iter Time:0.01398015022277832 || Total time:45.1428656578064 Iteration: 1878 || Clusters count: 12 || Log posterior: -3375.5010644858044 || Iter Time:0.031928062438964844 || Total time:45.17479372024536 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1879 || Clusters count: 12 || Log posterior: -3424.0237083495003 || Iter Time:0.012093782424926758 || Total time:45.18688750267029 Iteration: 1880 || Clusters count: 12 || Log posterior: -3402.7996313909853 || Iter Time:0.0346829891204834 || Total time:45.22157049179077 Loading and distributing data: 0.000216 seconds (141 allocations: 13.211 KiB) Iteration: 1881 || Clusters count: 12 || Log posterior: -3367.4309102160946 || Iter Time:0.012479066848754883 || Total time:45.234049558639526 Iteration: 1882 || Clusters count: 12 || Log posterior: -3361.4259706836597 || Iter Time:0.03676581382751465 || Total time:45.27081537246704 Loading and distributing data: 0.000226 seconds (141 allocations: 13.211 KiB) Iteration: 1883 || Clusters count: 12 || Log posterior: -3408.269106209218 || Iter Time:0.04064297676086426 || Total time:45.311458349227905 Iteration: 1884 || Clusters count: 12 || Log posterior: -3392.0311405823563 || Iter Time:0.03365302085876465 || Total time:45.34511137008667 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1885 || Clusters count: 13 || Log posterior: -3401.6584855380383 || Iter Time:0.013729095458984375 || Total time:45.358840465545654 Iteration: 1886 || Clusters count: 13 || Log posterior: -3377.535559118103 || Iter Time:0.03601503372192383 || Total time:45.39485549926758 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1887 || Clusters count: 13 || Log posterior: -3405.6849615830874 || Iter Time:0.011161088943481445 || Total time:45.40601658821106 Iteration: 1888 || Clusters count: 12 || Log posterior: -3387.8783219058705 || Iter Time:0.032666921615600586 || Total time:45.43868350982666 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1889 || Clusters count: 12 || Log posterior: -3426.421506903522 || Iter Time:0.010806083679199219 || Total time:45.44948959350586 Iteration: 1890 || Clusters count: 12 || Log posterior: -3404.397958524129 || Iter Time:0.030818939208984375 || Total time:45.480308532714844 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 1891 || Clusters count: 12 || Log posterior: -3438.6108322054292 || Iter Time:0.010828018188476562 || Total time:45.49113655090332 Iteration: 1892 || Clusters count: 12 || Log posterior: -3417.728719574705 || Iter Time:0.03296995162963867 || Total time:45.52410650253296 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1893 || Clusters count: 12 || Log posterior: -3432.0494689756515 || Iter Time:0.011198043823242188 || Total time:45.5353045463562 Iteration: 1894 || Clusters count: 12 || Log posterior: -3407.9568654219897 || Iter Time:0.03168892860412598 || Total time:45.56699347496033 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1895 || Clusters count: 12 || Log posterior: -3382.9282363715215 || Iter Time:0.01235508918762207 || Total time:45.57934856414795 Iteration: 1896 || Clusters count: 12 || Log posterior: -3359.6781382524273 || Iter Time:0.03289794921875 || Total time:45.6122465133667 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1897 || Clusters count: 12 || Log posterior: -3411.386581267954 || Iter Time:0.012147903442382812 || Total time:45.62439441680908 Iteration: 1898 || Clusters count: 12 || Log posterior: -3391.35218371382 || Iter Time:0.034004926681518555 || Total time:45.6583993434906 Loading and distributing data: 0.000211 seconds (141 allocations: 13.211 KiB) Iteration: 1899 || Clusters count: 12 || Log posterior: -3416.5064543427793 || Iter Time:0.012155771255493164 || Total time:45.670555114746094 Iteration: 1900 || Clusters count: 12 || Log posterior: -3396.3532832196092 || Iter Time:0.03469991683959961 || Total time:45.70525503158569 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1901 || Clusters count: 12 || Log posterior: -3433.3611897151377 || Iter Time:0.012637853622436523 || Total time:45.71789288520813 Iteration: 1902 || Clusters count: 12 || Log posterior: -3416.718631685013 || Iter Time:0.03298306465148926 || Total time:45.75087594985962 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1903 || Clusters count: 12 || Log posterior: -3421.0746740743916 || Iter Time:0.01285409927368164 || Total time:45.7637300491333 Iteration: 1904 || Clusters count: 12 || Log posterior: -3408.051161290237 || Iter Time:0.03384685516357422 || Total time:45.797576904296875 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1905 || Clusters count: 12 || Log posterior: -3447.728576710955 || Iter Time:0.012285947799682617 || Total time:45.80986285209656 Iteration: 1906 || Clusters count: 12 || Log posterior: -3429.3955424964006 || Iter Time:0.030761003494262695 || Total time:45.84062385559082 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1907 || Clusters count: 12 || Log posterior: -3438.8145173023877 || Iter Time:0.013783931732177734 || Total time:45.854407787323 Iteration: 1908 || Clusters count: 12 || Log posterior: -3411.245317840969 || Iter Time:0.030292987823486328 || Total time:45.884700775146484 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1909 || Clusters count: 12 || Log posterior: -3426.2284048401193 || Iter Time:0.012418031692504883 || Total time:45.89711880683899 Iteration: 1910 || Clusters count: 12 || Log posterior: -3414.2963685381246 || Iter Time:0.03128194808959961 || Total time:45.92840075492859 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1911 || Clusters count: 12 || Log posterior: -3449.0968237349566 || Iter Time:0.011909008026123047 || Total time:45.94030976295471 Iteration: 1912 || Clusters count: 12 || Log posterior: -3420.18534127974 || Iter Time:0.03186917304992676 || Total time:45.97217893600464 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1913 || Clusters count: 12 || Log posterior: -3408.488457115814 || Iter Time:0.011940956115722656 || Total time:45.98411989212036 Iteration: 1914 || Clusters count: 12 || Log posterior: -3387.018689323308 || Iter Time:0.03113412857055664 || Total time:46.01525402069092 Loading and distributing data: 0.000210 seconds (141 allocations: 13.211 KiB) Iteration: 1915 || Clusters count: 12 || Log posterior: -3442.498386940818 || Iter Time:0.01259303092956543 || Total time:46.02784705162048 Iteration: 1916 || Clusters count: 12 || Log posterior: -3412.5512526380403 || Iter Time:0.030856847763061523 || Total time:46.058703899383545 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 1917 || Clusters count: 12 || Log posterior: -3422.7763902666115 || Iter Time:0.012514829635620117 || Total time:46.071218729019165 Iteration: 1918 || Clusters count: 12 || Log posterior: -3406.318132735782 || Iter Time:0.05647397041320801 || Total time:46.12769269943237 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1919 || Clusters count: 12 || Log posterior: -3387.5028596611146 || Iter Time:0.011596918106079102 || Total time:46.13928961753845 Iteration: 1920 || Clusters count: 12 || Log posterior: -3366.65201745588 || Iter Time:0.030805110931396484 || Total time:46.17009472846985 Loading and distributing data: 0.000222 seconds (141 allocations: 13.211 KiB) Iteration: 1921 || Clusters count: 12 || Log posterior: -3427.7481699553928 || Iter Time:0.011687994003295898 || Total time:46.181782722473145 Iteration: 1922 || Clusters count: 12 || Log posterior: -3406.1265867471634 || Iter Time:0.030004024505615234 || Total time:46.21178674697876 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1923 || Clusters count: 12 || Log posterior: -3452.2170748020726 || Iter Time:0.011471033096313477 || Total time:46.22325778007507 Iteration: 1924 || Clusters count: 12 || Log posterior: -3434.5430555782655 || Iter Time:0.03067803382873535 || Total time:46.25393581390381 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1925 || Clusters count: 12 || Log posterior: -3431.3675777594 || Iter Time:0.012844085693359375 || Total time:46.26677989959717 Iteration: 1926 || Clusters count: 12 || Log posterior: -3408.6972200036425 || Iter Time:0.035676002502441406 || Total time:46.30245590209961 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1927 || Clusters count: 12 || Log posterior: -3401.442333953561 || Iter Time:0.01194000244140625 || Total time:46.314395904541016 Iteration: 1928 || Clusters count: 12 || Log posterior: -3384.789507509882 || Iter Time:0.033226966857910156 || Total time:46.347622871398926 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1929 || Clusters count: 12 || Log posterior: -3424.5944101875375 || Iter Time:0.012569189071655273 || Total time:46.36019206047058 Iteration: 1930 || Clusters count: 12 || Log posterior: -3386.12382410546 || Iter Time:0.0332791805267334 || Total time:46.393471240997314 Loading and distributing data: 0.000218 seconds (141 allocations: 13.211 KiB) Iteration: 1931 || Clusters count: 12 || Log posterior: -3352.0087983319454 || Iter Time:0.011369943618774414 || Total time:46.40484118461609 Iteration: 1932 || Clusters count: 12 || Log posterior: -3341.077543894983 || Iter Time:0.03021979331970215 || Total time:46.43506097793579 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1933 || Clusters count: 12 || Log posterior: -3386.780922045492 || Iter Time:0.011600017547607422 || Total time:46.4466609954834 Iteration: 1934 || Clusters count: 12 || Log posterior: -3357.5503754310953 || Iter Time:0.03191709518432617 || Total time:46.478578090667725 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1935 || Clusters count: 12 || Log posterior: -3420.2246892018898 || Iter Time:0.012109994888305664 || Total time:46.49068808555603 Iteration: 1936 || Clusters count: 12 || Log posterior: -3402.594329211036 || Iter Time:0.030982017517089844 || Total time:46.52167010307312 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1937 || Clusters count: 12 || Log posterior: -3448.7524302829543 || Iter Time:0.01096200942993164 || Total time:46.53263211250305 Iteration: 1938 || Clusters count: 12 || Log posterior: -3433.2338697253667 || Iter Time:0.029208898544311523 || Total time:46.56184101104736 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1939 || Clusters count: 12 || Log posterior: -3482.8278168943434 || Iter Time:0.010660171508789062 || Total time:46.57250118255615 Iteration: 1940 || Clusters count: 12 || Log posterior: -3462.3219642969866 || Iter Time:0.03297710418701172 || Total time:46.605478286743164 Loading and distributing data: 0.000227 seconds (141 allocations: 13.211 KiB) Iteration: 1941 || Clusters count: 12 || Log posterior: -3466.7794668349447 || Iter Time:0.011265993118286133 || Total time:46.61674427986145 Iteration: 1942 || Clusters count: 12 || Log posterior: -3450.9902540580138 || Iter Time:0.0303800106048584 || Total time:46.64712429046631 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1943 || Clusters count: 12 || Log posterior: -3521.956998036097 || Iter Time:0.011664867401123047 || Total time:46.65878915786743 Iteration: 1944 || Clusters count: 12 || Log posterior: -3499.6902280618174 || Iter Time:0.030170917510986328 || Total time:46.68896007537842 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1945 || Clusters count: 12 || Log posterior: -3474.8794089833746 || Iter Time:0.011485099792480469 || Total time:46.7004451751709 Iteration: 1946 || Clusters count: 12 || Log posterior: -3455.3466929598276 || Iter Time:0.02932286262512207 || Total time:46.72976803779602 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1947 || Clusters count: 12 || Log posterior: -3392.3878101939167 || Iter Time:0.011512041091918945 || Total time:46.74128007888794 Iteration: 1948 || Clusters count: 12 || Log posterior: -3377.7577175608294 || Iter Time:0.029785871505737305 || Total time:46.77106595039368 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1949 || Clusters count: 12 || Log posterior: -3402.6904510227264 || Iter Time:0.011782169342041016 || Total time:46.78284811973572 Iteration: 1950 || Clusters count: 12 || Log posterior: -3387.5561168963623 || Iter Time:0.029362916946411133 || Total time:46.81221103668213 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1951 || Clusters count: 12 || Log posterior: -3398.6569925194517 || Iter Time:0.011591911315917969 || Total time:46.82380294799805 Iteration: 1952 || Clusters count: 12 || Log posterior: -3381.0380709132555 || Iter Time:0.0579679012298584 || Total time:46.881770849227905 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1953 || Clusters count: 12 || Log posterior: -3331.0936874786084 || Iter Time:0.012518882751464844 || Total time:46.89428973197937 Iteration: 1954 || Clusters count: 12 || Log posterior: -3311.262611052379 || Iter Time:0.029606103897094727 || Total time:46.923895835876465 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1955 || Clusters count: 12 || Log posterior: -3378.370525104867 || Iter Time:0.011382102966308594 || Total time:46.93527793884277 Iteration: 1956 || Clusters count: 12 || Log posterior: -3357.90524853326 || Iter Time:0.0326390266418457 || Total time:46.96791696548462 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1957 || Clusters count: 12 || Log posterior: -3448.740493873603 || Iter Time:0.012006998062133789 || Total time:46.97992396354675 Iteration: 1958 || Clusters count: 12 || Log posterior: -3426.1857949848404 || Iter Time:0.03149890899658203 || Total time:47.011422872543335 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1959 || Clusters count: 12 || Log posterior: -3414.3158345898496 || Iter Time:0.012006998062133789 || Total time:47.02342987060547 Iteration: 1960 || Clusters count: 12 || Log posterior: -3384.89397756823 || Iter Time:0.029182910919189453 || Total time:47.05261278152466 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1961 || Clusters count: 12 || Log posterior: -3390.728808450666 || Iter Time:0.011979103088378906 || Total time:47.06459188461304 Iteration: 1962 || Clusters count: 12 || Log posterior: -3381.7515638012196 || Iter Time:0.02938985824584961 || Total time:47.09398174285889 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1963 || Clusters count: 12 || Log posterior: -3368.9567938819864 || Iter Time:0.012233972549438477 || Total time:47.106215715408325 Iteration: 1964 || Clusters count: 12 || Log posterior: -3355.461406108057 || Iter Time:0.03043079376220703 || Total time:47.13664650917053 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1965 || Clusters count: 12 || Log posterior: -3379.363673429542 || Iter Time:0.012586116790771484 || Total time:47.149232625961304 Iteration: 1966 || Clusters count: 12 || Log posterior: -3359.9164177340067 || Iter Time:0.03075885772705078 || Total time:47.179991483688354 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1967 || Clusters count: 12 || Log posterior: -3422.284262987667 || Iter Time:0.012132883071899414 || Total time:47.192124366760254 Iteration: 1968 || Clusters count: 12 || Log posterior: -3395.5638410929064 || Iter Time:0.029732942581176758 || Total time:47.22185730934143 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1969 || Clusters count: 12 || Log posterior: -3458.483326119087 || Iter Time:0.011645078659057617 || Total time:47.23350238800049 Iteration: 1970 || Clusters count: 12 || Log posterior: -3432.685175530203 || Iter Time:0.03089308738708496 || Total time:47.26439547538757 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 1971 || Clusters count: 12 || Log posterior: -3443.9234858497866 || Iter Time:0.012282133102416992 || Total time:47.27667760848999 Iteration: 1972 || Clusters count: 12 || Log posterior: -3414.0614754640555 || Iter Time:0.029006004333496094 || Total time:47.305683612823486 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1973 || Clusters count: 12 || Log posterior: -3353.0370066058554 || Iter Time:0.011905193328857422 || Total time:47.317588806152344 Iteration: 1974 || Clusters count: 12 || Log posterior: -3344.2431953296123 || Iter Time:0.028975963592529297 || Total time:47.34656476974487 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1975 || Clusters count: 12 || Log posterior: -3350.6034494364985 || Iter Time:0.01167917251586914 || Total time:47.35824394226074 Iteration: 1976 || Clusters count: 12 || Log posterior: -3339.4431954223037 || Iter Time:0.029263973236083984 || Total time:47.387507915496826 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1977 || Clusters count: 12 || Log posterior: -3397.2726383482172 || Iter Time:0.01238107681274414 || Total time:47.39988899230957 Iteration: 1978 || Clusters count: 12 || Log posterior: -3372.197291192454 || Iter Time:0.03276515007019043 || Total time:47.43265414237976 Loading and distributing data: 0.000209 seconds (141 allocations: 13.211 KiB) Iteration: 1979 || Clusters count: 12 || Log posterior: -3369.3944835680013 || Iter Time:0.011678934097290039 || Total time:47.44433307647705 Iteration: 1980 || Clusters count: 12 || Log posterior: -3359.973567200143 || Iter Time:0.03486204147338867 || Total time:47.47919511795044 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1981 || Clusters count: 12 || Log posterior: -3416.465148622388 || Iter Time:0.011681079864501953 || Total time:47.49087619781494 Iteration: 1982 || Clusters count: 12 || Log posterior: -3392.820782578086 || Iter Time:0.03072500228881836 || Total time:47.52160120010376 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1983 || Clusters count: 12 || Log posterior: -3422.24340106059 || Iter Time:0.01191401481628418 || Total time:47.533515214920044 Iteration: 1984 || Clusters count: 12 || Log posterior: -3392.4475170375576 || Iter Time:0.03036212921142578 || Total time:47.56387734413147 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1985 || Clusters count: 12 || Log posterior: -3374.4325215978774 || Iter Time:0.03813815116882324 || Total time:47.60201549530029 Iteration: 1986 || Clusters count: 12 || Log posterior: -3343.9785355916533 || Iter Time:0.029801130294799805 || Total time:47.63181662559509 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1987 || Clusters count: 12 || Log posterior: -3392.4714826225804 || Iter Time:0.011497020721435547 || Total time:47.64331364631653 Iteration: 1988 || Clusters count: 12 || Log posterior: -3374.7418563873166 || Iter Time:0.029407978057861328 || Total time:47.67272162437439 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1989 || Clusters count: 12 || Log posterior: -3426.1642058311086 || Iter Time:0.011037826538085938 || Total time:47.683759450912476 Iteration: 1990 || Clusters count: 12 || Log posterior: -3410.472154129544 || Iter Time:0.02913689613342285 || Total time:47.7128963470459 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1991 || Clusters count: 12 || Log posterior: -3428.945575633429 || Iter Time:0.011592864990234375 || Total time:47.72448921203613 Iteration: 1992 || Clusters count: 12 || Log posterior: -3405.52859595934 || Iter Time:0.030289888381958008 || Total time:47.75477910041809 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1993 || Clusters count: 12 || Log posterior: -3449.6601218440487 || Iter Time:0.011352062225341797 || Total time:47.76613116264343 Iteration: 1994 || Clusters count: 12 || Log posterior: -3428.494811464377 || Iter Time:0.029915809631347656 || Total time:47.79604697227478 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1995 || Clusters count: 12 || Log posterior: -3479.3589549130916 || Iter Time:0.011077880859375 || Total time:47.807124853134155 Iteration: 1996 || Clusters count: 12 || Log posterior: -3453.751935817243 || Iter Time:0.031069040298461914 || Total time:47.83819389343262 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1997 || Clusters count: 12 || Log posterior: -3443.6251242329236 || Iter Time:0.011154890060424805 || Total time:47.84934878349304 Iteration: 1998 || Clusters count: 12 || Log posterior: -3433.009632188121 || Iter Time:0.02979898452758789 || Total time:47.87914776802063 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1999 || Clusters count: 12 || Log posterior: -3428.213511700799 || Iter Time:0.011265039443969727 || Total time:47.8904128074646 Iteration: 2000 || Clusters count: 12 || Log posterior: -3404.4288333527834 || Iter Time:0.02948284149169922 || Total time:47.9198956489563 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 2001 || Clusters count: 12 || Log posterior: -3393.014646394462 || Iter Time:0.011179924011230469 || Total time:47.93107557296753 Iteration: 2002 || Clusters count: 12 || Log posterior: -3361.356075779675 || Iter Time:0.03245091438293457 || Total time:47.963526487350464 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 2003 || Clusters count: 12 || Log posterior: -3341.8107042259376 || Iter Time:0.011107921600341797 || Total time:47.974634408950806 Iteration: 2004 || Clusters count: 12 || Log posterior: -3330.8672103263502 || Iter Time:0.0291750431060791 || Total time:48.003809452056885 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 2005 || Clusters count: 12 || Log posterior: -3438.892627210722 || Iter Time:0.011275053024291992 || Total time:48.01508450508118 Iteration: 2006 || Clusters count: 12 || Log posterior: -3426.1513487492757 || Iter Time:0.028998851776123047 || Total time:48.0440833568573 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 2007 || Clusters count: 12 || Log posterior: -3491.919855682995 || Iter Time:0.01124119758605957 || Total time:48.05532455444336 Iteration: 2008 || Clusters count: 12 || Log posterior: -3457.497509947765 || Iter Time:0.03183603286743164 || Total time:48.08716058731079 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 2009 || Clusters count: 12 || Log posterior: -3432.2851649423615 || Iter Time:0.011211872100830078 || Total time:48.09837245941162 Iteration: 2010 || Clusters count: 12 || Log posterior: -3405.357904494381 || Iter Time:0.02830195426940918 || Total time:48.12667441368103 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 2011 || Clusters count: 12 || Log posterior: -3399.8161236503593 || Iter Time:0.010938882827758789 || Total time:48.13761329650879 Iteration: 2012 || Clusters count: 12 || Log posterior: -3391.7427375380025 || Iter Time:0.027957916259765625 || Total time:48.165571212768555 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 2013 || Clusters count: 12 || Log posterior: -3409.0877444228427 || Iter Time:0.011049985885620117 || Total time:48.176621198654175 Iteration: 2014 || Clusters count: 12 || Log posterior: -3399.304728669795 || Iter Time:0.02732706069946289 || Total time:48.20394825935364 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 2015 || Clusters count: 12 || Log posterior: -3428.7846155502557 || Iter Time:0.011853933334350586 || Total time:48.21580219268799 Iteration: 2016 || Clusters count: 12 || Log posterior: -3411.7534464975115 || Iter Time:0.03039097785949707 || Total time:48.246193170547485 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 2017 || Clusters count: 12 || Log posterior: -3427.6470722920467 || Iter Time:0.010308980941772461 || Total time:48.25650215148926 Iteration: 2018 || Clusters count: 12 || Log posterior: -3409.5418601060683 || Iter Time:0.05191302299499512 || Total time:48.30841517448425 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 2019 || Clusters count: 12 || Log posterior: -3434.6896265018568 || Iter Time:0.011400938034057617 || Total time:48.31981611251831 Iteration: 2020 || Clusters count: 12 || Log posterior: -3414.5171486581617 || Iter Time:0.02775883674621582 || Total time:48.347574949264526 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 2021 || Clusters count: 12 || Log posterior: -3400.931859124945 || Iter Time:0.011332035064697266 || Total time:48.358906984329224 Iteration: 2022 || Clusters count: 12 || Log posterior: -3381.9372270876333 || Iter Time:0.026637792587280273 || Total time:48.385544776916504 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 2023 || Clusters count: 12 || Log posterior: -3377.1950639246515 || Iter Time:0.010444879531860352 || Total time:48.395989656448364 Iteration: 2024 || Clusters count: 12 || Log posterior: -3360.2613563632062 || Iter Time:0.027154922485351562 || Total time:48.423144578933716 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 2025 || Clusters count: 12 || Log posterior: -3396.042786352112 || Iter Time:0.010267972946166992 || Total time:48.43341255187988 Iteration: 2026 || Clusters count: 12 || Log posterior: -3383.2612627610274 || Iter Time:0.02662205696105957 || Total time:48.46003460884094 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 2027 || Clusters count: 12 || Log posterior: -3441.9366695339504 || Iter Time:0.010398149490356445 || Total time:48.4704327583313 Iteration: 2028 || Clusters count: 12 || Log posterior: -3424.088806763795 || Iter Time:0.02698802947998047 || Total time:48.49742078781128 Avg NMI: 0.8882480524588294 Full NMI: 0.8762488634157543 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m37.1s Testing DPMMSubClustersStreaming tests passed Testing completed after 203.22s PkgEval succeeded after 318.77s