Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.1095 (0679da10f9*) started at 2025-09-07T17:55:16.263 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.83s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.15 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.15.0+1 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.8.12 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.2+0 [efcefdf7] + PCRE2_jll v10.46.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.67.0+0 [3f19e933] + p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.52s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 121.63s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_00Sa3l/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_00Sa3l/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.0 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.15 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.15.0+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.8.12 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.2+0 [efcefdf7] PCRE2_jll v10.46.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.67.0+0 [3f19e933] p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.003129 seconds (975.16 k allocations: 59.804 MiB, 99.89% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233048.00673629093 || Iter Time:15.416806936264038 || Total time:15.416806936264038 Iteration: 1 || Clusters count: 1 || Log posterior: -233048.00673629093 || Iter Time:0.005897045135498047 || Total time:15.422703981399536 Iteration: 2 || Clusters count: 1 || Log posterior: -233048.00673629093 || Iter Time:0.00518798828125 || Total time:15.427891969680786 Iteration: 3 || Clusters count: 1 || Log posterior: -233048.00673629093 || Iter Time:0.005218029022216797 || Total time:15.433109998703003 Iteration: 4 || Clusters count: 1 || Log posterior: -233048.00673629093 || Iter Time:0.005041837692260742 || Total time:15.438151836395264 Iteration: 5 || Clusters count: 1 || Log posterior: -233048.00673629093 || Iter Time:0.01508784294128418 || Total time:15.453239679336548 Iteration: 6 || Clusters count: 1 || Log posterior: -233048.00673629093 || Iter Time:0.005254983901977539 || Total time:15.458494663238525 Iteration: 7 || Clusters count: 1 || Log posterior: -233048.00673629093 || Iter Time:0.005036115646362305 || Total time:15.463530778884888 Iteration: 8 || Clusters count: 1 || Log posterior: -233048.00673629093 || Iter Time:0.0050411224365234375 || Total time:15.468571901321411 Iteration: 9 || Clusters count: 1 || Log posterior: -233048.00673629093 || Iter Time:0.005079030990600586 || Total time:15.473650932312012 Iteration: 10 || Clusters count: 1 || Log posterior: -233048.00673629093 || Iter Time:0.005126953125 || Total time:15.478777885437012 Iteration: 11 || Clusters count: 1 || Log posterior: -233048.00673629093 || Iter Time:0.0052530765533447266 || Total time:15.484030961990356 Iteration: 12 || Clusters count: 1 || Log posterior: -233048.00673629093 || Iter Time:0.005585908889770508 || Total time:15.489616870880127 Iteration: 13 || Clusters count: 2 || Log posterior: -232808.58191369328 || Iter Time:3.480135917663574 || Total time:18.9697527885437 Iteration: 14 || Clusters count: 2 || Log posterior: -232806.68049584283 || Iter Time:0.0056269168853759766 || Total time:18.975379705429077 Iteration: 15 || Clusters count: 2 || Log posterior: -232780.23627731478 || Iter Time:0.005518198013305664 || Total time:18.980897903442383 Iteration: 16 || Clusters count: 2 || Log posterior: -232794.57753972002 || Iter Time:0.005820035934448242 || Total time:18.98671793937683 Iteration: 17 || Clusters count: 2 || Log posterior: -232789.81432375425 || Iter Time:0.005570173263549805 || Total time:18.99228811264038 Iteration: 18 || Clusters count: 2 || Log posterior: -232798.3072183479 || Iter Time:0.00531005859375 || Total time:18.99759817123413 Iteration: 19 || Clusters count: 2 || Log posterior: -232826.7123734712 || Iter Time:0.005468845367431641 || Total time:19.003067016601562 Iteration: 20 || Clusters count: 2 || Log posterior: -232711.0170609712 || Iter Time:2.934576988220215 || Total time:21.937644004821777 Loading and distributing data: 0.000721 seconds (128 allocations: 396.023 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232889.10893555998 || Iter Time:0.03347897529602051 || Total time:21.971122980117798 Iteration: 22 || Clusters count: 2 || Log posterior: -232871.44763891352 || Iter Time:0.0070841312408447266 || Total time:21.978207111358643 Iteration: 23 || Clusters count: 2 || Log posterior: -232826.74404855215 || Iter Time:0.005815982818603516 || Total time:21.984023094177246 Iteration: 24 || Clusters count: 2 || Log posterior: -232813.47061105215 || Iter Time:0.005488872528076172 || Total time:21.989511966705322 Iteration: 25 || Clusters count: 2 || Log posterior: -232810.93982641352 || Iter Time:0.0055010318756103516 || Total time:21.995012998580933 Iteration: 26 || Clusters count: 2 || Log posterior: -232826.90076391352 || Iter Time:0.005473136901855469 || Total time:22.000486135482788 Iteration: 27 || Clusters count: 2 || Log posterior: -232826.18453374456 || Iter Time:0.005646944046020508 || Total time:22.00613307952881 Iteration: 28 || Clusters count: 3 || Log posterior: -232541.84463330693 || Iter Time:0.00714111328125 || Total time:22.01327419281006 Iteration: 29 || Clusters count: 3 || Log posterior: -232487.89519422516 || Iter Time:0.005975961685180664 || Total time:22.01925015449524 Iteration: 30 || Clusters count: 3 || Log posterior: -232495.34098852202 || Iter Time:0.005920886993408203 || Total time:22.025171041488647 Iteration: 31 || Clusters count: 3 || Log posterior: -232449.11879023263 || Iter Time:0.005918025970458984 || Total time:22.031089067459106 Iteration: 32 || Clusters count: 3 || Log posterior: -232484.32766711272 || Iter Time:0.00580286979675293 || Total time:22.03689193725586 Iteration: 33 || Clusters count: 4 || Log posterior: -232305.39284158713 || Iter Time:0.007633209228515625 || Total time:22.044525146484375 Iteration: 34 || Clusters count: 4 || Log posterior: -232256.36835539647 || Iter Time:0.0063250064849853516 || Total time:22.05085015296936 Iteration: 35 || Clusters count: 4 || Log posterior: -232237.1561546527 || Iter Time:0.00610804557800293 || Total time:22.056958198547363 Iteration: 36 || Clusters count: 4 || Log posterior: -232211.98972336092 || Iter Time:0.0060291290283203125 || Total time:22.062987327575684 Iteration: 37 || Clusters count: 4 || Log posterior: -232236.04386794355 || Iter Time:0.006269931793212891 || Total time:22.069257259368896 Iteration: 38 || Clusters count: 4 || Log posterior: -232224.34101561896 || Iter Time:0.006002902984619141 || Total time:22.075260162353516 Iteration: 39 || Clusters count: 4 || Log posterior: -232174.3609839854 || Iter Time:0.006078958511352539 || Total time:22.081339120864868 Iteration: 40 || Clusters count: 4 || Log posterior: -232159.677871753 || Iter Time:0.006078004837036133 || Total time:22.087417125701904 Iteration: 41 || Clusters count: 4 || Log posterior: -232054.41115089128 || Iter Time:0.006006002426147461 || Total time:22.09342312812805 Loading and distributing data: 0.000643 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262250.1161538304 || Iter Time:0.0064809322357177734 || Total time:22.09990406036377 Iteration: 43 || Clusters count: 4 || Log posterior: -262101.70925554427 || Iter Time:0.006125926971435547 || Total time:22.106029987335205 Iteration: 44 || Clusters count: 4 || Log posterior: -262055.76222246198 || Iter Time:0.0064351558685302734 || Total time:22.112465143203735 Iteration: 45 || Clusters count: 4 || Log posterior: -262004.35179155928 || Iter Time:0.006494045257568359 || Total time:22.118959188461304 Iteration: 46 || Clusters count: 4 || Log posterior: -261998.21644252315 || Iter Time:0.0063741207122802734 || Total time:22.125333309173584 Iteration: 47 || Clusters count: 4 || Log posterior: -261971.2401415947 || Iter Time:0.006253957748413086 || Total time:22.131587266921997 Iteration: 48 || Clusters count: 6 || Log posterior: -261584.65379915098 || Iter Time:0.008441925048828125 || Total time:22.140029191970825 Iteration: 49 || Clusters count: 7 || Log posterior: -260918.09047668448 || Iter Time:0.008148908615112305 || Total time:22.148178100585938 Iteration: 50 || Clusters count: 7 || Log posterior: -260778.05383419243 || Iter Time:0.00917506217956543 || Total time:22.157353162765503 Iteration: 51 || Clusters count: 7 || Log posterior: -260740.10347322244 || Iter Time:0.008481025695800781 || Total time:22.165834188461304 Iteration: 52 || Clusters count: 7 || Log posterior: -260743.1780741881 || Iter Time:0.007210969924926758 || Total time:22.17304515838623 Iteration: 53 || Clusters count: 7 || Log posterior: -260766.81326057753 || Iter Time:0.00720977783203125 || Total time:22.18025493621826 Iteration: 54 || Clusters count: 7 || Log posterior: -260693.20206208137 || Iter Time:0.007428169250488281 || Total time:22.18768310546875 Iteration: 55 || Clusters count: 7 || Log posterior: -260722.2507332739 || Iter Time:0.0070819854736328125 || Total time:22.194765090942383 Iteration: 56 || Clusters count: 7 || Log posterior: -260695.23476866656 || Iter Time:0.0071790218353271484 || Total time:22.20194411277771 Iteration: 57 || Clusters count: 8 || Log posterior: -260433.25001413276 || Iter Time:0.008588075637817383 || Total time:22.210532188415527 Iteration: 58 || Clusters count: 8 || Log posterior: -260319.8922082215 || Iter Time:0.0076961517333984375 || Total time:22.218228340148926 Iteration: 59 || Clusters count: 8 || Log posterior: -260276.73523680455 || Iter Time:0.007664918899536133 || Total time:22.225893259048462 Iteration: 60 || Clusters count: 8 || Log posterior: -260277.6265619856 || Iter Time:0.027212142944335938 || Total time:22.253105401992798 Iteration: 61 || Clusters count: 8 || Log posterior: -260262.6627322477 || Iter Time:0.007737159729003906 || Total time:22.2608425617218 Iteration: 62 || Clusters count: 8 || Log posterior: -260189.71010577393 || Iter Time:0.00734400749206543 || Total time:22.268186569213867 Loading and distributing data: 0.000616 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 10 || Log posterior: -260003.89416307566 || Iter Time:0.009918928146362305 || Total time:22.27810549736023 Iteration: 64 || Clusters count: 11 || Log posterior: -259510.12413048887 || Iter Time:0.7444500923156738 || Total time:23.022555589675903 Iteration: 65 || Clusters count: 11 || Log posterior: -259471.52134654002 || Iter Time:0.020370960235595703 || Total time:23.0429265499115 Iteration: 66 || Clusters count: 11 || Log posterior: -259458.96229219768 || Iter Time:0.008933067321777344 || Total time:23.051859617233276 Iteration: 67 || Clusters count: 11 || Log posterior: -259419.74501438637 || Iter Time:0.008856058120727539 || Total time:23.060715675354004 Iteration: 68 || Clusters count: 11 || Log posterior: -259423.48951416637 || Iter Time:0.00886988639831543 || Total time:23.06958556175232 Iteration: 69 || Clusters count: 11 || Log posterior: -259444.2898090511 || Iter Time:0.009018182754516602 || Total time:23.078603744506836 Iteration: 70 || Clusters count: 11 || Log posterior: -259436.88040743035 || Iter Time:0.008736133575439453 || Total time:23.087339878082275 Iteration: 71 || Clusters count: 11 || Log posterior: -259433.14401738317 || Iter Time:0.008650064468383789 || Total time:23.09598994255066 Iteration: 72 || Clusters count: 13 || Log posterior: -258960.83703038996 || Iter Time:0.02504897117614746 || Total time:23.121038913726807 Iteration: 73 || Clusters count: 13 || Log posterior: -258876.38916359848 || Iter Time:0.009337902069091797 || Total time:23.1303768157959 Iteration: 74 || Clusters count: 13 || Log posterior: -258896.02929905508 || Iter Time:0.009757041931152344 || Total time:23.14013385772705 Iteration: 75 || Clusters count: 13 || Log posterior: -258862.79464630588 || Iter Time:0.009869098663330078 || Total time:23.15000295639038 Iteration: 76 || Clusters count: 13 || Log posterior: -258890.02168414454 || Iter Time:0.009200096130371094 || Total time:23.159203052520752 Iteration: 77 || Clusters count: 13 || Log posterior: -258881.25544269563 || Iter Time:0.009302854537963867 || Total time:23.168505907058716 Iteration: 78 || Clusters count: 13 || Log posterior: -258869.20178075897 || Iter Time:0.010162830352783203 || Total time:23.1786687374115 Iteration: 79 || Clusters count: 14 || Log posterior: -258462.23010832135 || Iter Time:0.011362791061401367 || Total time:23.1900315284729 Iteration: 80 || Clusters count: 14 || Log posterior: -258429.7997570164 || Iter Time:0.010647058486938477 || Total time:23.20067858695984 Iteration: 81 || Clusters count: 14 || Log posterior: -258436.42568685187 || Iter Time:0.024092912673950195 || Total time:23.22477149963379 Iteration: 82 || Clusters count: 14 || Log posterior: -258444.5173028776 || Iter Time:0.011310815811157227 || Total time:23.236082315444946 Iteration: 83 || Clusters count: 14 || Log posterior: -258399.30784915527 || Iter Time:0.010319948196411133 || Total time:23.246402263641357 Loading and distributing data: 0.000584 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 15 || Log posterior: -257931.78417396013 || Iter Time:0.011961936950683594 || Total time:23.25836420059204 Iteration: 85 || Clusters count: 16 || Log posterior: -257572.59020922074 || Iter Time:0.011881113052368164 || Total time:23.27024531364441 Iteration: 86 || Clusters count: 16 || Log posterior: -257526.61669141607 || Iter Time:0.011516094207763672 || Total time:23.281761407852173 Iteration: 87 || Clusters count: 18 || Log posterior: -256797.42862562402 || Iter Time:0.013160943984985352 || Total time:23.294922351837158 Iteration: 88 || Clusters count: 18 || Log posterior: -256738.550617215 || Iter Time:0.017798185348510742 || Total time:23.31272053718567 Iteration: 89 || Clusters count: 18 || Log posterior: -256721.27401359956 || Iter Time:0.012187957763671875 || Total time:23.32490849494934 Iteration: 90 || Clusters count: 18 || Log posterior: -256709.44851077202 || Iter Time:0.012409210205078125 || Total time:23.33731770515442 Iteration: 91 || Clusters count: 18 || Log posterior: -256703.0699413574 || Iter Time:0.012455940246582031 || Total time:23.349773645401 Iteration: 92 || Clusters count: 18 || Log posterior: -256691.71975810057 || Iter Time:0.01219797134399414 || Total time:23.361971616744995 Iteration: 93 || Clusters count: 18 || Log posterior: -256694.6580284421 || Iter Time:0.01569390296936035 || Total time:23.377665519714355 Iteration: 94 || Clusters count: 18 || Log posterior: -256688.5113069258 || Iter Time:0.01269221305847168 || Total time:23.390357732772827 Iteration: 95 || Clusters count: 18 || Log posterior: -256680.25243061405 || Iter Time:0.012920856475830078 || Total time:23.403278589248657 Iteration: 96 || Clusters count: 18 || 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-256685.89120504793 || Iter Time:0.030133962631225586 || Total time:23.54673743247986 Iteration: 104 || Clusters count: 18 || Log posterior: -256669.20003812382 || Iter Time:0.021916866302490234 || Total time:23.56865429878235 Loading and distributing data: 0.000587 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 18 || Log posterior: -256881.73490961044 || Iter Time:0.019906044006347656 || Total time:23.588560342788696 Iteration: 106 || Clusters count: 18 || Log posterior: -256799.889808797 || Iter Time:0.020050048828125 || Total time:23.60861039161682 Iteration: 107 || Clusters count: 18 || Log posterior: -256772.9609147943 || Iter Time:0.024653911590576172 || Total time:23.633264303207397 Iteration: 108 || Clusters count: 18 || Log posterior: -256793.2314880676 || Iter Time:0.020531892776489258 || Total time:23.653796195983887 Iteration: 109 || Clusters count: 18 || Log posterior: -256777.57989527434 || Iter Time:0.020522117614746094 || Total 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posterior: -256305.07621886092 || Iter Time:0.024546146392822266 || Total time:24.13143301010132 Iteration: 131 || Clusters count: 19 || Log posterior: -256303.15789615398 || Iter Time:0.02058100700378418 || Total time:24.152014017105103 Iteration: 132 || Clusters count: 19 || Log posterior: -256314.7582668833 || Iter Time:0.020483016967773438 || Total time:24.172497034072876 Iteration: 133 || Clusters count: 19 || Log posterior: -256308.268749921 || Iter Time:0.0244600772857666 || Total time:24.196957111358643 Iteration: 134 || Clusters count: 19 || Log posterior: -256309.81453178072 || Iter Time:0.020416975021362305 || Total time:24.217374086380005 Iteration: 135 || Clusters count: 19 || Log posterior: -256308.78120990473 || Iter Time:0.024075984954833984 || Total time:24.24145007133484 Iteration: 136 || Clusters count: 20 || Log posterior: -255960.0805125593 || Iter Time:0.022694110870361328 || Total time:24.2641441822052 Iteration: 137 || Clusters count: 20 || Log posterior: 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-255886.50083900173 || Iter Time:0.02222609519958496 || Total time:24.453411102294922 Iteration: 145 || Clusters count: 20 || Log posterior: -255888.67367704585 || Iter Time:0.022374868392944336 || Total time:24.475785970687866 Iteration: 146 || Clusters count: 20 || Log posterior: -255888.67367704585 || Iter Time:0.024148941040039062 || Total time:24.499934911727905 Loading and distributing data: 0.000606 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255879.6756129282 || Iter Time:0.0207672119140625 || Total time:24.520702123641968 Iteration: 148 || Clusters count: 20 || Log posterior: -255870.27490469735 || Iter Time:0.022943973541259766 || Total time:24.543646097183228 Iteration: 149 || Clusters count: 20 || Log posterior: -255861.22272003244 || Iter Time:0.019137144088745117 || Total time:24.562783241271973 Iteration: 150 || Clusters count: 20 || Log posterior: -255858.4517267282 || Iter Time:0.018865108489990234 || Total 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posterior: -255739.7543765254 || Iter Time:0.021459102630615234 || Total time:25.07711148262024 Iteration: 172 || Clusters count: 20 || Log posterior: -255740.9064593937 || Iter Time:0.024447917938232422 || Total time:25.10155940055847 Iteration: 173 || Clusters count: 20 || Log posterior: -255745.4507915323 || Iter Time:0.02113795280456543 || Total time:25.122697353363037 Iteration: 174 || Clusters count: 20 || Log posterior: -255744.2411219813 || Iter Time:0.021638870239257812 || Total time:25.144336223602295 Iteration: 175 || Clusters count: 20 || Log posterior: -255745.51141014555 || Iter Time:0.024554014205932617 || Total time:25.168890237808228 Iteration: 176 || Clusters count: 20 || Log posterior: -255747.8208255564 || Iter Time:0.020735979080200195 || Total time:25.189626216888428 Iteration: 177 || Clusters count: 20 || Log posterior: -255747.08121381505 || Iter Time:0.020657062530517578 || Total time:25.210283279418945 Iteration: 178 || Clusters count: 20 || Log posterior: -255744.3129368931 || Iter Time:0.026627063751220703 || Total time:25.236910343170166 Iteration: 179 || Clusters count: 20 || Log posterior: -255761.6106318344 || Iter Time:0.021380901336669922 || Total time:25.258291244506836 Iteration: 180 || Clusters count: 20 || Log posterior: -255745.11592186097 || Iter Time:0.025712966918945312 || Total time:25.28400421142578 Iteration: 181 || Clusters count: 20 || Log posterior: -255745.89591730988 || Iter Time:0.022042036056518555 || Total time:25.3060462474823 Iteration: 182 || Clusters count: 20 || Log posterior: -255746.9612700616 || Iter Time:0.0210878849029541 || Total time:25.327134132385254 Iteration: 183 || Clusters count: 20 || Log posterior: -255745.59733631264 || Iter Time:0.027652978897094727 || Total time:25.35478711128235 Iteration: 184 || Clusters count: 20 || Log posterior: -255740.02836547446 || Iter Time:0.0241239070892334 || Total time:25.378911018371582 Iteration: 185 || Clusters count: 20 || Log posterior: -255747.27913035988 || Iter Time:0.027621984481811523 || Total time:25.406533002853394 Iteration: 186 || Clusters count: 20 || Log posterior: -255744.14680135774 || Iter Time:0.024288177490234375 || Total time:25.430821180343628 Iteration: 187 || Clusters count: 20 || Log posterior: -255742.32544954377 || Iter Time:0.02419114112854004 || Total time:25.455012321472168 Iteration: 188 || Clusters count: 20 || Log posterior: -255740.02836547446 || Iter Time:0.027338027954101562 || Total time:25.48235034942627 Loading and distributing data: 0.000587 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255798.94406727966 || Iter Time:0.022866010665893555 || Total time:25.505216360092163 Iteration: 190 || Clusters count: 20 || Log posterior: -255783.3921104688 || Iter Time:0.024343013763427734 || Total time:25.52955937385559 Iteration: 191 || Clusters count: 20 || Log posterior: -255776.75855643442 || Iter Time:0.021470069885253906 || Total time:25.551029443740845 Iteration: 192 || Clusters count: 20 || Log posterior: -255776.2742092832 || Iter Time:0.021348953247070312 || Total time:25.572378396987915 Iteration: 193 || Clusters count: 20 || Log posterior: -255767.3556302457 || Iter Time:0.024904966354370117 || Total time:25.597283363342285 Iteration: 194 || Clusters count: 20 || Log posterior: -255758.32283086402 || Iter Time:0.020751953125 || Total time:25.618035316467285 Iteration: 195 || Clusters count: 20 || Log posterior: -255768.2079900468 || Iter Time:0.021692991256713867 || Total time:25.639728307724 Iteration: 196 || Clusters count: 20 || Log posterior: -255770.79279817795 || Iter Time:0.024652957916259766 || Total time:25.66438126564026 Iteration: 197 || Clusters count: 20 || Log posterior: -255763.23069698727 || Iter Time:0.021056175231933594 || Total time:25.685437440872192 Iteration: 198 || Clusters count: 20 || Log posterior: -255763.26528114703 || Iter Time:0.023859024047851562 || Total time:25.709296464920044 Iteration: 199 || Clusters count: 20 || Log posterior: -255769.988619396 || Iter Time:0.020776033401489258 || Total time:25.730072498321533 Iteration: 200 || Clusters count: 20 || Log posterior: -255763.79963949916 || Iter Time:0.020648956298828125 || Total time:25.75072145462036 Iteration: 201 || Clusters count: 20 || Log posterior: -255765.33808465707 || Iter Time:0.024204015731811523 || Total time:25.774925470352173 Iteration: 202 || Clusters count: 20 || Log posterior: -255767.76963474136 || Iter Time:0.021188020706176758 || Total time:25.79611349105835 Iteration: 203 || Clusters count: 20 || Log posterior: -255772.59516420233 || Iter Time:0.02105712890625 || Total time:25.8171706199646 Iteration: 204 || Clusters count: 20 || Log posterior: -255765.06087216773 || Iter Time:0.027894973754882812 || Total time:25.845065593719482 Iteration: 205 || Clusters count: 20 || Log posterior: -255764.25463205524 || Iter Time:0.02403998374938965 || Total time:25.869105577468872 Iteration: 206 || Clusters count: 20 || Log posterior: -255764.39436156818 || Iter Time:0.02756810188293457 || Total time:25.896673679351807 Iteration: 207 || Clusters count: 20 || Log posterior: -255760.76841686215 || Iter Time:0.02441883087158203 || Total time:25.92109251022339 Iteration: 208 || Clusters count: 20 || Log posterior: -255764.6695967386 || Iter Time:0.024351119995117188 || Total time:25.945443630218506 Iteration: 209 || Clusters count: 20 || Log posterior: -255760.04461247192 || Iter Time:0.02653789520263672 || Total time:25.971981525421143 NMI: 0.8043914163058167 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m18.8s [48078, 97330, 15440, 5642, 34855, 32821, 7849, 758, 22358, 8829, 54184, 59359, 17102, 18512, 352693, 86514, 22160, 72813, 5641, 37062] Loading and distributing data: 0.000194 seconds (128 allocations: 13.211 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6813.930738086985 || Iter Time:4.212733030319214 || Total time:4.212733030319214 Iteration: 1 || Clusters count: 1 || Log posterior: -6813.930738086985 || Iter Time:0.0019419193267822266 || Total time:4.214674949645996 Iteration: 2 || Clusters count: 1 || Log posterior: -6813.930738086985 || Iter Time:0.0014500617980957031 || Total time:4.216125011444092 Iteration: 3 || Clusters count: 1 || Log posterior: -6813.930738086985 || Iter Time:0.0012998580932617188 || Total time:4.2174248695373535 Iteration: 4 || Clusters count: 1 || Log posterior: -6813.930738086985 || Iter Time:0.0012738704681396484 || Total time:4.218698740005493 Iteration: 5 || Clusters count: 1 || Log posterior: -6813.930738086985 || Iter Time:0.0012409687042236328 || Total time:4.219939708709717 Iteration: 6 || Clusters count: 1 || Log posterior: -6813.930738086985 || Iter Time:0.0012848377227783203 || Total time:4.221224546432495 Iteration: 7 || Clusters count: 1 || Log posterior: -6813.930738086985 || Iter Time:0.0015239715576171875 || Total time:4.222748517990112 Iteration: 8 || Clusters count: 1 || Log posterior: -6813.930738086985 || Iter Time:0.10693502426147461 || Total time:4.329683542251587 Iteration: 9 || Clusters count: 1 || Log posterior: -6813.930738086985 || Iter Time:0.0017940998077392578 || Total time:4.331477642059326 Iteration: 10 || Clusters count: 1 || Log posterior: -6813.930738086985 || Iter Time:0.0013339519500732422 || Total time:4.332811594009399 Iteration: 11 || Clusters count: 1 || Log posterior: -6813.930738086985 || Iter Time:0.0013470649719238281 || Total time:4.334158658981323 Iteration: 12 || Clusters count: 1 || Log posterior: -6813.930738086985 || Iter Time:0.0013511180877685547 || Total time:4.335509777069092 Iteration: 13 || Clusters count: 1 || Log posterior: -6813.930738086985 || Iter Time:0.0013270378112792969 || Total time:4.336836814880371 Iteration: 14 || Clusters count: 1 || Log posterior: -6813.930738086985 || Iter Time:0.0013270378112792969 || 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Iteration: 22 || Clusters count: 2 || Log posterior: -6678.788601850469 || Iter Time:0.0015971660614013672 || Total time:4.379059076309204 Iteration: 23 || Clusters count: 2 || Log posterior: -6645.469997946262 || Iter Time:0.0015690326690673828 || Total time:4.3806281089782715 Iteration: 24 || Clusters count: 2 || Log posterior: -6647.160682491569 || Iter Time:0.0015342235565185547 || Total time:4.38216233253479 Iteration: 25 || Clusters count: 2 || Log posterior: -6654.144165339083 || Iter Time:0.0017669200897216797 || Total time:4.383929252624512 Iteration: 26 || Clusters count: 2 || Log posterior: -6646.687919971001 || Iter Time:0.0016088485717773438 || Total time:4.385538101196289 Iteration: 27 || Clusters count: 2 || Log posterior: -6638.657009435617 || Iter Time:0.0015919208526611328 || Total time:4.38713002204895 Iteration: 28 || Clusters count: 4 || Log posterior: -6469.065229672329 || Iter Time:0.004209041595458984 || Total time:4.391339063644409 Iteration: 29 || Clusters count: 4 || Log posterior: -6343.379447699018 || Iter Time:0.002949953079223633 || Total time:4.394289016723633 Iteration: 30 || Clusters count: 4 || Log posterior: -5997.102401252396 || Iter Time:1.0331530570983887 || Total time:5.4274420738220215 false [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4] Loading and distributing data: 0.000224 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 4 || Log posterior: -5663.27736593597 || Iter Time:0.02740192413330078 || Total time:5.454843997955322 Iteration: 32 || Clusters count: 4 || Log posterior: -5624.944820322311 || Iter Time:0.00410008430480957 || Total time:5.458944082260132 Loading and distributing data: 0.000120 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 4 || Log posterior: -4730.641993560092 || Iter Time:0.0023779869079589844 || Total time:5.461322069168091 Iteration: 34 || Clusters count: 4 || Log posterior: -4690.147630999139 || Iter Time:0.0037839412689208984 || Total time:5.465106010437012 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 4 || Log posterior: -4482.896117457145 || Iter Time:0.0022749900817871094 || Total time:5.467381000518799 Iteration: 36 || Clusters count: 4 || Log posterior: -4446.314034177874 || Iter Time:0.003994941711425781 || Total time:5.471375942230225 Loading and distributing data: 0.000117 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 4 || Log posterior: -4464.799788341168 || Iter Time:0.002756834030151367 || Total time:5.474132776260376 Iteration: 38 || Clusters count: 4 || Log posterior: -4423.65607533381 || Iter Time:0.004054069519042969 || Total time:5.478186845779419 Loading and distributing data: 0.000107 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 4 || Log posterior: -4430.997545093219 || Iter Time:0.002538919448852539 || Total time:5.4807257652282715 Iteration: 40 || Clusters count: 4 || Log posterior: -4400.936575723395 || Iter Time:0.004042148590087891 || Total time:5.484767913818359 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 4 || Log posterior: -4454.362184713073 || Iter Time:0.0024878978729248047 || Total time:5.487255811691284 Iteration: 42 || Clusters count: 4 || Log posterior: -4418.193892375704 || Iter Time:0.004220008850097656 || Total time:5.491475820541382 Loading and distributing data: 0.000121 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 5 || Log posterior: -4437.220557986853 || Iter Time:0.0037088394165039062 || Total time:5.495184659957886 Iteration: 44 || Clusters count: 5 || Log posterior: -4378.293204926476 || Iter Time:0.08372807502746582 || Total time:5.578912734985352 Loading and distributing data: 0.000123 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 6 || Log posterior: -4291.254930290729 || Iter Time:0.0038709640502929688 || Total time:5.5827836990356445 Iteration: 46 || Clusters count: 6 || Log posterior: -4240.589739635004 || Iter Time:0.005480051040649414 || Total time:5.588263750076294 Loading and distributing data: 0.000117 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 6 || Log posterior: -4230.768526057346 || Iter Time:0.003142833709716797 || Total time:5.591406583786011 Iteration: 48 || Clusters count: 6 || Log posterior: -4198.482885987404 || 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|| Clusters count: 16 || Log posterior: -3167.7643585075552 || Iter Time:0.009937047958374023 || Total time:6.077761650085449 Iteration: 94 || Clusters count: 16 || Log posterior: -3138.412761807113 || Iter Time:0.01532888412475586 || Total time:6.093090534210205 Loading and distributing data: 0.000123 seconds (128 allocations: 13.180 KiB) Iteration: 95 || Clusters count: 17 || Log posterior: -3126.803980373958 || Iter Time:0.01019597053527832 || Total time:6.103286504745483 Iteration: 96 || Clusters count: 17 || Log posterior: -3101.198751961557 || Iter Time:0.017351865768432617 || Total time:6.120638370513916 Loading and distributing data: 0.000139 seconds (128 allocations: 13.180 KiB) Iteration: 97 || Clusters count: 17 || Log posterior: -3074.072411785505 || Iter Time:0.04770016670227051 || Total time:6.1683385372161865 Iteration: 98 || Clusters count: 17 || Log posterior: -3053.908097454345 || Iter Time:0.01547098159790039 || Total time:6.183809518814087 Loading and distributing 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Iteration: 143 || Clusters count: 17 || Log posterior: -3040.813536258256 || Iter Time:0.014049053192138672 || Total time:6.941287279129028 Iteration: 144 || Clusters count: 17 || Log posterior: -3021.869861670892 || Iter Time:0.018486976623535156 || Total time:6.9597742557525635 Loading and distributing data: 0.000128 seconds (128 allocations: 13.180 KiB) Iteration: 145 || Clusters count: 17 || Log posterior: -3038.577374916146 || Iter Time:0.013170003890991211 || Total time:6.972944259643555 Iteration: 146 || Clusters count: 17 || Log posterior: -3016.049450466602 || Iter Time:0.01952195167541504 || Total time:6.99246621131897 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 147 || Clusters count: 17 || Log posterior: -3023.8351106791397 || Iter Time:0.01296091079711914 || Total time:7.005427122116089 Iteration: 148 || Clusters count: 17 || Log posterior: -3001.712871491929 || Iter Time:0.0185699462890625 || Total time:7.023997068405151 Loading 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|| Log posterior: -3034.7260274999867 || Iter Time:0.015005111694335938 || Total time:7.841678619384766 Iteration: 194 || Clusters count: 17 || Log posterior: -3015.275640617287 || Iter Time:0.021756887435913086 || Total time:7.863435506820679 Loading and distributing data: 0.000132 seconds (128 allocations: 13.180 KiB) Iteration: 195 || Clusters count: 17 || Log posterior: -3047.6951558765772 || Iter Time:0.015625 || Total time:7.879060506820679 Iteration: 196 || Clusters count: 17 || Log posterior: -3038.7020121515598 || Iter Time:0.021822214126586914 || Total time:7.900882720947266 Loading and distributing data: 0.000135 seconds (128 allocations: 13.180 KiB) Iteration: 197 || Clusters count: 17 || Log posterior: -2999.512859434588 || Iter Time:0.018459081649780273 || Total time:7.919341802597046 Iteration: 198 || Clusters count: 17 || Log posterior: -2981.9036006287592 || Iter Time:0.0211181640625 || Total time:7.940459966659546 Loading and distributing data: 0.000121 seconds (128 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Iteration: 299 || Clusters count: 17 || Log posterior: -3029.8391951299272 || Iter Time:0.01735401153564453 || Total time:9.866674423217773 Iteration: 300 || Clusters count: 17 || Log posterior: -3017.8207948860572 || Iter Time:0.022548198699951172 || Total time:9.889222621917725 Loading and distributing data: 0.000136 seconds (128 allocations: 13.180 KiB) Iteration: 301 || Clusters count: 17 || Log posterior: -3004.2127617777155 || Iter Time:0.016312837600708008 || Total time:9.905535459518433 Iteration: 302 || Clusters count: 17 || Log posterior: -2996.0553319174956 || Iter Time:0.022370100021362305 || Total time:9.927905559539795 Loading and distributing data: 0.000131 seconds (128 allocations: 13.180 KiB) Iteration: 303 || Clusters count: 17 || Log posterior: -3018.189028411717 || Iter Time:0.01716899871826172 || Total time:9.945074558258057 Iteration: 304 || Clusters count: 17 || Log posterior: -3013.6888556781296 || Iter Time:0.02184915542602539 || Total time:9.966923713684082 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Iteration: 393 || Clusters count: 18 || Log posterior: -2962.8944013456826 || Iter Time:0.015060901641845703 || Total time:11.705132246017456 Iteration: 394 || Clusters count: 17 || Log posterior: -2956.9476623333717 || Iter Time:0.0196530818939209 || Total time:11.724785327911377 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 395 || Clusters count: 17 || Log posterior: -2978.52731438036 || Iter Time:0.01302790641784668 || Total time:11.737813234329224 Iteration: 396 || Clusters count: 17 || Log posterior: -2971.54957355926 || Iter Time:0.019075870513916016 || Total time:11.75688910484314 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 397 || Clusters count: 17 || Log posterior: -3054.3636575369787 || Iter Time:0.01587700843811035 || Total time:11.77276611328125 Iteration: 398 || Clusters count: 17 || Log posterior: -3041.473439016649 || Iter Time:0.02088618278503418 || Total time:11.793652296066284 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Iteration: 509 || Clusters count: 17 || Log posterior: -3026.52706636292 || Iter Time:0.01332998275756836 || Total time:13.821921825408936 Iteration: 510 || Clusters count: 17 || Log posterior: -2999.859638767405 || Iter Time:0.01917099952697754 || Total time:13.841092824935913 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 511 || Clusters count: 17 || Log posterior: -2994.608847173448 || Iter Time:0.015194892883300781 || Total time:13.856287717819214 Iteration: 512 || Clusters count: 17 || Log posterior: -2978.0426486519505 || Iter Time:0.02141284942626953 || Total time:13.877700567245483 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 513 || Clusters count: 18 || Log posterior: -3043.232778277212 || Iter Time:0.015557050704956055 || Total time:13.89325761795044 Iteration: 514 || Clusters count: 17 || Log posterior: -3001.689860343794 || Iter Time:0.036663055419921875 || Total time:13.929920673370361 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Iteration: 603 || Clusters count: 17 || Log posterior: -3026.9096473824775 || Iter Time:0.015342950820922852 || Total time:15.547667503356934 Iteration: 604 || Clusters count: 17 || Log posterior: -3002.244770229651 || Iter Time:0.02039504051208496 || Total time:15.568062543869019 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 605 || Clusters count: 17 || Log posterior: -3006.4485588730845 || Iter Time:0.015447139739990234 || Total time:15.583509683609009 Iteration: 606 || Clusters count: 17 || Log posterior: -2997.683088095039 || Iter Time:0.021181106567382812 || Total time:15.604690790176392 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 607 || Clusters count: 17 || Log posterior: -3023.5922142979384 || Iter Time:0.014806032180786133 || Total time:15.619496822357178 Iteration: 608 || Clusters count: 17 || Log posterior: -3017.0159573824476 || Iter Time:0.021709203720092773 || Total 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Iteration: 647 || Clusters count: 17 || Log posterior: -2972.935480839381 || Iter Time:0.015635967254638672 || Total time:16.391276597976685 Iteration: 648 || Clusters count: 17 || Log posterior: -2954.804051067867 || Iter Time:0.020837068557739258 || Total time:16.412113666534424 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 649 || Clusters count: 17 || Log posterior: -3026.7812429474434 || Iter Time:0.016690969467163086 || Total time:16.428804636001587 Iteration: 650 || Clusters count: 17 || Log posterior: -3014.843461328141 || Iter Time:0.024577856063842773 || Total time:16.45338249206543 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 651 || Clusters count: 18 || Log posterior: -3049.4313618729034 || Iter Time:0.015964031219482422 || Total time:16.469346523284912 Iteration: 652 || Clusters count: 18 || Log posterior: -3037.1549809162725 || Iter Time:0.022638797760009766 || Total 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Iteration: 691 || Clusters count: 17 || Log posterior: -3031.5173561721995 || Iter Time:0.016267061233520508 || Total time:17.22500467300415 Iteration: 692 || Clusters count: 17 || Log posterior: -3025.6740289612944 || Iter Time:0.02155590057373047 || Total time:17.24656057357788 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 693 || Clusters count: 17 || Log posterior: -2985.767134392086 || Iter Time:0.014406919479370117 || Total time:17.26096749305725 Iteration: 694 || Clusters count: 17 || Log posterior: -2978.8326493957647 || Iter Time:0.021143198013305664 || Total time:17.282110691070557 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 695 || Clusters count: 17 || Log posterior: -2981.694938761303 || Iter Time:0.01594376564025879 || Total time:17.298054456710815 Iteration: 696 || Clusters count: 17 || Log posterior: -2974.881038223203 || Iter Time:0.020296812057495117 || Total time:17.31835126876831 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17 || Log posterior: -3015.9913152991808 || Iter Time:0.02199697494506836 || Total time:18.387930870056152 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 753 || Clusters count: 17 || Log posterior: -3030.5858174112304 || Iter Time:0.01713705062866211 || Total time:18.405067920684814 Iteration: 754 || Clusters count: 17 || Log posterior: -3006.4419428471388 || Iter Time:0.023313045501708984 || Total time:18.428380966186523 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 755 || Clusters count: 17 || Log posterior: -3046.5018396693863 || Iter Time:0.018355846405029297 || Total time:18.446736812591553 Iteration: 756 || Clusters count: 17 || Log posterior: -3036.05832309964 || Iter Time:0.021893978118896484 || Total time:18.46863079071045 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 757 || Clusters count: 17 || Log posterior: -3052.591228454428 || Iter 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Iteration: 763 || Clusters count: 17 || Log posterior: -2959.3571667647784 || Iter Time:0.018281936645507812 || Total time:18.606555700302124 Iteration: 764 || Clusters count: 17 || Log posterior: -2953.9921217436686 || Iter Time:0.021517038345336914 || Total time:18.62807273864746 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 765 || Clusters count: 17 || Log posterior: -3024.8829163363043 || Iter Time:0.016655921936035156 || Total time:18.644728660583496 Iteration: 766 || Clusters count: 17 || Log posterior: -2992.0728953774787 || Iter Time:0.021790027618408203 || Total time:18.666518688201904 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 767 || Clusters count: 17 || Log posterior: -3035.204082942443 || Iter Time:0.015894174575805664 || Total time:18.68241286277771 Iteration: 768 || Clusters count: 17 || Log posterior: -3032.4331401378904 || Iter Time:0.021294832229614258 || Total 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Iteration: 802 || Clusters count: 17 || Log posterior: -2971.2861099580236 || Iter Time:0.021251916885375977 || Total time:19.37026357650757 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 803 || Clusters count: 17 || Log posterior: -3016.1537142128823 || Iter Time:0.01648116111755371 || Total time:19.386744737625122 Iteration: 804 || Clusters count: 17 || Log posterior: -3002.1715372150693 || Iter Time:0.021641969680786133 || Total time:19.408386707305908 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 805 || Clusters count: 17 || Log posterior: -2974.538733324553 || Iter Time:0.016370058059692383 || Total time:19.4247567653656 Iteration: 806 || Clusters count: 17 || Log posterior: -2974.268434860077 || Iter Time:0.0211639404296875 || Total time:19.445920705795288 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 807 || Clusters count: 17 || Log posterior: 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Iteration: 835 || Clusters count: 17 || Log posterior: -3019.7347385282574 || Iter Time:0.01719498634338379 || Total time:20.016472339630127 Iteration: 836 || Clusters count: 17 || Log posterior: -3005.542312704142 || Iter Time:0.020914077758789062 || Total time:20.037386417388916 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 837 || Clusters count: 17 || Log posterior: -3053.4421519732564 || Iter Time:0.016527891159057617 || Total time:20.053914308547974 Iteration: 838 || Clusters count: 17 || Log posterior: -3034.1895815468188 || Iter Time:0.04201102256774902 || Total time:20.095925331115723 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 839 || Clusters count: 18 || Log posterior: -3065.3944172857837 || Iter Time:0.01594996452331543 || Total time:20.111875295639038 Iteration: 840 || Clusters count: 17 || Log posterior: -3052.3953181890265 || Iter Time:0.021188974380493164 || Total 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Time:0.015928030014038086 || Total time:20.330930709838867 Iteration: 852 || Clusters count: 17 || Log posterior: -3043.2043302401894 || Iter Time:0.020658016204833984 || Total time:20.3515887260437 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 853 || Clusters count: 18 || Log posterior: -3070.8599076568216 || Iter Time:0.016087055206298828 || Total time:20.36767578125 Iteration: 854 || Clusters count: 18 || Log posterior: -3065.536189925726 || Iter Time:0.021416902542114258 || Total time:20.389092683792114 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 855 || Clusters count: 18 || Log posterior: -3055.735100126 || Iter Time:0.015126943588256836 || Total time:20.40421962738037 Iteration: 856 || Clusters count: 18 || Log posterior: -3034.095462560453 || Iter Time:0.020114898681640625 || Total time:20.42433452606201 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 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Iteration: 1001 || Clusters count: 18 || Log posterior: -3090.9606773591704 || Iter Time:0.014130830764770508 || Total time:23.23169231414795 Iteration: 1002 || Clusters count: 18 || Log posterior: -3082.7702355894094 || Iter Time:0.022056102752685547 || Total time:23.253748416900635 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1003 || Clusters count: 17 || Log posterior: -3110.3464874299607 || Iter Time:0.01511383056640625 || Total time:23.26886224746704 Iteration: 1004 || Clusters count: 17 || Log posterior: -3088.2881322847256 || Iter Time:0.021355867385864258 || Total time:23.290218114852905 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1005 || Clusters count: 17 || Log posterior: -3092.041373106892 || Iter Time:0.015533924102783203 || Total time:23.30575203895569 Iteration: 1006 || Clusters count: 17 || Log posterior: -3083.873371992014 || Iter Time:0.039674997329711914 || Total 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Iteration: 1023 || Clusters count: 17 || Log posterior: -3008.927431498025 || Iter Time:0.015713930130004883 || Total time:23.661098957061768 Iteration: 1024 || Clusters count: 17 || Log posterior: -3001.390079587877 || Iter Time:0.020045995712280273 || Total time:23.681144952774048 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1025 || Clusters count: 17 || Log posterior: -3039.4200430604074 || Iter Time:0.015243053436279297 || Total time:23.696388006210327 Iteration: 1026 || Clusters count: 17 || Log posterior: -3015.371898832816 || Iter Time:0.020761966705322266 || Total time:23.71714997291565 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1027 || Clusters count: 17 || Log posterior: -3074.443236609823 || Iter Time:0.015219926834106445 || Total time:23.732369899749756 Iteration: 1028 || Clusters count: 17 || Log posterior: -3050.1638413244536 || Iter Time:0.020485877990722656 || Total 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Iteration: 1133 || Clusters count: 17 || Log posterior: -3021.7359966632007 || Iter Time:0.01297903060913086 || Total time:25.66792368888855 Iteration: 1134 || Clusters count: 17 || Log posterior: -3000.313067202739 || Iter Time:0.01834416389465332 || Total time:25.686267852783203 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1135 || Clusters count: 17 || Log posterior: -3029.626389603645 || Iter Time:0.013025999069213867 || Total time:25.699293851852417 Iteration: 1136 || Clusters count: 17 || Log posterior: -3013.776906767536 || Iter Time:0.018625974655151367 || Total time:25.71791982650757 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1137 || Clusters count: 17 || Log posterior: -2994.7879037531334 || Iter Time:0.014763832092285156 || Total time:25.732683658599854 Iteration: 1138 || Clusters count: 17 || Log posterior: -2994.387868559273 || Iter Time:0.017727136611938477 || Total 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Iteration: 1155 || Clusters count: 17 || Log posterior: -3007.8554400083626 || Iter Time:0.016497135162353516 || Total time:26.071689128875732 Iteration: 1156 || Clusters count: 17 || Log posterior: -3006.299642296355 || Iter Time:0.020221948623657227 || Total time:26.09191107749939 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1157 || Clusters count: 17 || Log posterior: -3072.1317162132273 || Iter Time:0.01618194580078125 || Total time:26.10809302330017 Iteration: 1158 || Clusters count: 17 || Log posterior: -3057.1491828581125 || Iter Time:0.020145893096923828 || Total time:26.128238916397095 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1159 || Clusters count: 18 || Log posterior: -3035.4310817593355 || Iter Time:0.01669597625732422 || Total time:26.14493489265442 Iteration: 1160 || Clusters count: 18 || Log posterior: -3035.4310817593355 || Iter Time:0.022315025329589844 || Total 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Iteration: 1243 || Clusters count: 17 || Log posterior: -3010.736607277154 || Iter Time:0.015142202377319336 || Total time:27.72718358039856 Iteration: 1244 || Clusters count: 17 || Log posterior: -3006.3223707830493 || Iter Time:0.024593114852905273 || Total time:27.751776695251465 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1245 || Clusters count: 17 || Log posterior: -2994.696956747285 || Iter Time:0.015044927597045898 || Total time:27.76682162284851 Iteration: 1246 || Clusters count: 17 || Log posterior: -2985.483013620384 || Iter Time:0.020375967025756836 || Total time:27.787197589874268 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1247 || Clusters count: 17 || Log posterior: -3009.321391773553 || Iter Time:0.01512289047241211 || Total time:27.80232048034668 Iteration: 1248 || Clusters count: 17 || Log posterior: -3000.9183320240822 || Iter Time:0.02171182632446289 || Total 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Iteration: 1265 || Clusters count: 17 || Log posterior: -3035.626080817865 || Iter Time:0.014515876770019531 || Total time:28.134544134140015 Iteration: 1266 || Clusters count: 17 || Log posterior: -3026.709168225534 || Iter Time:0.0409698486328125 || Total time:28.175513982772827 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1267 || Clusters count: 17 || Log posterior: -3035.192680840895 || Iter Time:0.014726877212524414 || Total time:28.19024085998535 Iteration: 1268 || Clusters count: 17 || Log posterior: -3013.0248646980476 || Iter Time:0.02056717872619629 || Total time:28.210808038711548 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1269 || Clusters count: 17 || Log posterior: -3053.5532151123166 || Iter Time:0.015233993530273438 || Total time:28.22604203224182 Iteration: 1270 || Clusters count: 17 || Log posterior: -3035.339251560261 || Iter Time:0.0214841365814209 || Total 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KiB) Iteration: 1287 || Clusters count: 17 || Log posterior: -3031.1527149355916 || Iter Time:0.013807058334350586 || Total time:28.557793378829956 Iteration: 1288 || Clusters count: 17 || Log posterior: -3016.141821822364 || Iter Time:0.019689083099365234 || Total time:28.57748246192932 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1289 || Clusters count: 17 || Log posterior: -2976.397065466136 || Iter Time:0.014142990112304688 || Total time:28.591625452041626 Iteration: 1290 || Clusters count: 17 || Log posterior: -2968.428053690902 || Iter Time:0.020921945571899414 || Total time:28.612547397613525 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1291 || Clusters count: 17 || Log posterior: -3035.6396047611015 || Iter Time:0.03590106964111328 || Total time:28.64844846725464 Iteration: 1292 || Clusters count: 17 || Log posterior: -3031.960843207238 || Iter Time:0.020400047302246094 || Total 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17 || Log posterior: -2992.652026205953 || Iter Time:0.02359795570373535 || Total time:28.77981424331665 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1299 || Clusters count: 18 || Log posterior: -3021.2942753599386 || Iter Time:0.0165250301361084 || Total time:28.79633927345276 Iteration: 1300 || Clusters count: 17 || Log posterior: -3006.431373148025 || Iter Time:0.021199941635131836 || Total time:28.81753921508789 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1301 || Clusters count: 17 || Log posterior: -3011.4352314506946 || Iter Time:0.015330791473388672 || Total time:28.83287000656128 Iteration: 1302 || Clusters count: 17 || Log posterior: -2997.0367629128937 || Iter Time:0.022085905075073242 || Total time:28.854955911636353 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1303 || Clusters count: 17 || Log posterior: -3047.4544551308272 || Iter 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Iteration: 1309 || Clusters count: 17 || Log posterior: -3015.564875074977 || Iter Time:0.016816139221191406 || Total time:28.98659348487854 Iteration: 1310 || Clusters count: 17 || Log posterior: -3014.4350733098113 || Iter Time:0.021876096725463867 || Total time:29.008469581604004 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1311 || Clusters count: 17 || Log posterior: -2963.095144649169 || Iter Time:0.01771402359008789 || Total time:29.026183605194092 Iteration: 1312 || Clusters count: 17 || Log posterior: -2953.943593777209 || Iter Time:0.02178192138671875 || Total time:29.04796552658081 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1313 || Clusters count: 17 || Log posterior: -3022.9353901883687 || Iter Time:0.015510082244873047 || Total time:29.063475608825684 Iteration: 1314 || Clusters count: 17 || Log posterior: -3009.079459449852 || Iter Time:0.04338502883911133 || Total 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17 || Log posterior: -3025.2331465957895 || Iter Time:0.02200007438659668 || Total time:29.223570346832275 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1321 || Clusters count: 17 || Log posterior: -3036.588722382328 || Iter Time:0.018350839614868164 || Total time:29.241921186447144 Iteration: 1322 || Clusters count: 17 || Log posterior: -3031.035171694498 || Iter Time:0.02023601531982422 || Total time:29.262157201766968 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1323 || Clusters count: 17 || Log posterior: -3029.601693044923 || Iter Time:0.015691041946411133 || Total time:29.27784824371338 Iteration: 1324 || Clusters count: 17 || Log posterior: -3018.9141329110303 || Iter Time:0.020864009857177734 || Total time:29.298712253570557 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1325 || Clusters count: 17 || Log posterior: -2981.7279123402172 || Iter 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KiB) Iteration: 1331 || Clusters count: 17 || Log posterior: -3019.1137930747277 || Iter Time:0.014983177185058594 || Total time:29.423588275909424 Iteration: 1332 || Clusters count: 17 || Log posterior: -3013.6427546976797 || Iter Time:0.020284175872802734 || Total time:29.443872451782227 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1333 || Clusters count: 17 || Log posterior: -2969.7147944825947 || Iter Time:0.014846086502075195 || Total time:29.4587185382843 Iteration: 1334 || Clusters count: 17 || Log posterior: -2968.6847281295204 || Iter Time:0.024904966354370117 || Total time:29.483623504638672 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1335 || Clusters count: 17 || Log posterior: -2986.794497680498 || Iter Time:0.015232086181640625 || Total time:29.498855590820312 Iteration: 1336 || Clusters count: 17 || Log posterior: -2978.0296159396903 || Iter Time:0.020345211029052734 || Total 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Iteration: 1375 || Clusters count: 17 || Log posterior: -3064.228859562634 || Iter Time:0.01544499397277832 || Total time:30.279508590698242 Iteration: 1376 || Clusters count: 17 || Log posterior: -3048.224328892407 || Iter Time:0.02131199836730957 || Total time:30.30082058906555 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1377 || Clusters count: 17 || Log posterior: -3071.776550733801 || Iter Time:0.016839027404785156 || Total time:30.317659616470337 Iteration: 1378 || Clusters count: 17 || Log posterior: -3055.5016753341324 || Iter Time:0.021312952041625977 || Total time:30.338972568511963 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1379 || Clusters count: 17 || Log posterior: -3064.1575257315612 || Iter Time:0.015172958374023438 || Total time:30.354145526885986 Iteration: 1380 || Clusters count: 17 || Log posterior: -3048.9786827763005 || Iter Time:0.020159006118774414 || Total 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|| Log posterior: -3001.350737665577 || Iter Time:0.020694971084594727 || Total time:30.897627592086792 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1409 || Clusters count: 18 || Log posterior: -3039.7151113976643 || Iter Time:0.01512002944946289 || Total time:30.912747621536255 Iteration: 1410 || Clusters count: 18 || Log posterior: -3033.1763809924228 || Iter Time:0.022008895874023438 || Total time:30.93475651741028 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1411 || Clusters count: 18 || Log posterior: -3078.9867094676692 || Iter Time:0.015722990036010742 || Total time:30.95047950744629 Iteration: 1412 || Clusters count: 18 || Log posterior: -3061.8456631402796 || Iter Time:0.04178309440612793 || Total time:30.992262601852417 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1413 || Clusters count: 18 || Log posterior: -3038.208462710247 || Iter 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Iteration: 1419 || Clusters count: 17 || Log posterior: -3080.661753783128 || Iter Time:0.014098882675170898 || Total time:31.115018367767334 Iteration: 1420 || Clusters count: 17 || Log posterior: -3077.338893415165 || Iter Time:0.0195310115814209 || Total time:31.134549379348755 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1421 || Clusters count: 17 || Log posterior: -3065.312174557227 || Iter Time:0.014860153198242188 || Total time:31.149409532546997 Iteration: 1422 || Clusters count: 17 || Log posterior: -3059.667655623456 || Iter Time:0.019724130630493164 || Total time:31.16913366317749 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1423 || Clusters count: 17 || Log posterior: -2972.4544569445593 || Iter Time:0.014994144439697266 || Total time:31.184127807617188 Iteration: 1424 || Clusters count: 17 || Log posterior: -2962.1675910315453 || Iter Time:0.019772052764892578 || Total 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Time:0.016536951065063477 || Total time:31.828355312347412 Iteration: 1458 || Clusters count: 17 || Log posterior: -3006.375548324593 || Iter Time:0.022076845169067383 || Total time:31.85043215751648 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1459 || Clusters count: 17 || Log posterior: -2996.7832792246163 || Iter Time:0.01569390296936035 || Total time:31.86612606048584 Iteration: 1460 || Clusters count: 17 || Log posterior: -2986.9143941274483 || Iter Time:0.022236108779907227 || Total time:31.888362169265747 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1461 || Clusters count: 18 || Log posterior: -3011.1029679909725 || Iter Time:0.038101911544799805 || Total time:31.926464080810547 Iteration: 1462 || Clusters count: 17 || Log posterior: -2996.15839881174 || Iter Time:0.021709918975830078 || Total time:31.948173999786377 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1463 || Clusters count: 17 || Log posterior: -3019.962176810004 || Iter Time:0.015008926391601562 || Total time:31.96318292617798 Iteration: 1464 || Clusters count: 17 || Log posterior: -3019.4863364764506 || Iter Time:0.020281076431274414 || Total time:31.983464002609253 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1465 || Clusters count: 17 || Log posterior: -3010.3340433723133 || Iter Time:0.016003131866455078 || Total time:31.999467134475708 Iteration: 1466 || Clusters count: 17 || Log posterior: -3003.017013326964 || Iter Time:0.02105093002319336 || Total time:32.0205180644989 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1467 || Clusters count: 17 || Log posterior: -3031.021110875312 || Iter Time:0.015059947967529297 || Total time:32.03557801246643 Iteration: 1468 || Clusters count: 17 || Log posterior: -3023.5929920764847 || Iter Time:0.02064990997314453 || Total 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17 || Log posterior: -3014.831299466181 || Iter Time:0.021193981170654297 || Total time:32.1650447845459 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1475 || Clusters count: 17 || Log posterior: -3034.6237350225797 || Iter Time:0.015278100967407227 || Total time:32.180322885513306 Iteration: 1476 || Clusters count: 17 || Log posterior: -3017.847881892779 || Iter Time:0.021495819091796875 || Total time:32.2018187046051 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1477 || Clusters count: 18 || Log posterior: -3047.829617852438 || Iter Time:0.016016006469726562 || Total time:32.21783471107483 Iteration: 1478 || Clusters count: 18 || Log posterior: -3028.814542952347 || Iter Time:0.021109819412231445 || Total time:32.23894453048706 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1479 || Clusters count: 18 || Log posterior: -3039.482092361017 || Iter Time:0.015205144882202148 || Total time:32.25414967536926 Iteration: 1480 || Clusters count: 18 || Log posterior: -3037.610592231428 || Iter Time:0.02119898796081543 || Total time:32.27534866333008 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1481 || Clusters count: 18 || Log posterior: -3031.8170458118207 || Iter Time:0.015359163284301758 || Total time:32.29070782661438 Iteration: 1482 || Clusters count: 18 || Log posterior: -3011.9763714813057 || Iter Time:0.022778034210205078 || Total time:32.313485860824585 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1483 || Clusters count: 17 || Log posterior: -3013.6979489040095 || Iter Time:0.015306949615478516 || Total time:32.32879281044006 Iteration: 1484 || Clusters count: 17 || Log posterior: -3005.0268785303715 || Iter Time:0.020580053329467773 || Total time:32.34937286376953 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1485 || Clusters count: 17 || Log posterior: -3025.963760457179 || Iter Time:0.015859127044677734 || Total time:32.36523199081421 Iteration: 1486 || Clusters count: 17 || Log posterior: -3025.963760457179 || Iter Time:0.04215598106384277 || Total time:32.40738797187805 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1487 || Clusters count: 17 || Log posterior: -3094.2165184684063 || Iter Time:0.014574050903320312 || Total time:32.42196202278137 Iteration: 1488 || Clusters count: 17 || Log posterior: -3079.59497167572 || Iter Time:0.022063016891479492 || Total time:32.44402503967285 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1489 || Clusters count: 17 || Log posterior: -3068.8889428467783 || Iter Time:0.016134977340698242 || Total time:32.46016001701355 Iteration: 1490 || Clusters count: 17 || Log posterior: -3053.749922890937 || Iter Time:0.02172398567199707 || Total time:32.48188400268555 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1491 || Clusters count: 17 || Log posterior: -3069.4798875147844 || Iter Time:0.014966964721679688 || Total time:32.49685096740723 Iteration: 1492 || Clusters count: 17 || Log posterior: -3053.172122652549 || Iter Time:0.020498991012573242 || Total time:32.5173499584198 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1493 || Clusters count: 17 || Log posterior: -3015.573054029734 || Iter Time:0.015877962112426758 || Total time:32.53322792053223 Iteration: 1494 || Clusters count: 17 || Log posterior: -3007.407746029158 || Iter Time:0.020473957061767578 || Total time:32.553701877593994 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1495 || Clusters count: 17 || Log posterior: -3089.482332183594 || Iter Time:0.014574050903320312 || Total time:32.568275928497314 Iteration: 1496 || Clusters count: 17 || Log posterior: 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|| Log posterior: -3048.9390416689707 || Iter Time:0.015574932098388672 || Total time:32.78669857978821 Iteration: 1508 || Clusters count: 17 || Log posterior: -3047.075351381832 || Iter Time:0.02174687385559082 || Total time:32.8084454536438 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1509 || Clusters count: 17 || Log posterior: -3047.11790442259 || Iter Time:0.015217065811157227 || Total time:32.823662519454956 Iteration: 1510 || Clusters count: 17 || Log posterior: -3036.1565900864216 || Iter Time:0.02071213722229004 || Total time:32.844374656677246 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1511 || Clusters count: 18 || Log posterior: -3036.726812311975 || Iter Time:0.035505056381225586 || Total time:32.87987971305847 Iteration: 1512 || Clusters count: 18 || Log posterior: -3030.3070223045183 || Iter Time:0.02025580406188965 || Total time:32.90013551712036 Loading and distributing data: 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Iteration: 1524 || Clusters count: 17 || Log posterior: -3036.5506575372847 || Iter Time:0.021481037139892578 || Total time:33.10329532623291 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1525 || Clusters count: 17 || Log posterior: -3040.2042614621696 || Iter Time:0.016637086868286133 || Total time:33.119932413101196 Iteration: 1526 || Clusters count: 17 || Log posterior: -3032.3262535168037 || Iter Time:0.020489931106567383 || Total time:33.140422344207764 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1527 || Clusters count: 18 || Log posterior: -3071.890057143595 || Iter Time:0.015769004821777344 || Total time:33.15619134902954 Iteration: 1528 || Clusters count: 18 || Log posterior: -3050.0097626687643 || Iter Time:0.020886898040771484 || Total time:33.17707824707031 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1529 || Clusters count: 18 || Log posterior: -3018.6299960480587 || Iter Time:0.014821767807006836 || Total time:33.19190001487732 Iteration: 1530 || Clusters count: 18 || Log posterior: -3006.52712311532 || Iter Time:0.02085399627685547 || Total time:33.212754011154175 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1531 || Clusters count: 18 || Log posterior: -3021.8897507043257 || Iter Time:0.014816045761108398 || Total time:33.22757005691528 Iteration: 1532 || Clusters count: 18 || Log posterior: -3013.06317251542 || Iter Time:0.02198314666748047 || Total time:33.249553203582764 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1533 || Clusters count: 18 || Log posterior: -3025.894770914501 || Iter Time:0.015514850616455078 || Total time:33.26506805419922 Iteration: 1534 || Clusters count: 18 || Log posterior: -3012.2824389738926 || Iter Time:0.021513938903808594 || Total time:33.28658199310303 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1535 || Clusters count: 18 || Log posterior: -3055.5592461237684 || Iter Time:0.015917062759399414 || Total time:33.30249905586243 Iteration: 1536 || Clusters count: 18 || Log posterior: -3037.078384880954 || Iter Time:0.04190492630004883 || Total time:33.344403982162476 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1537 || Clusters count: 18 || Log posterior: -3017.6074480842935 || Iter Time:0.01669001579284668 || Total time:33.36109399795532 Iteration: 1538 || Clusters count: 18 || Log posterior: -3010.453864566685 || Iter Time:0.021770000457763672 || Total time:33.382863998413086 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1539 || Clusters count: 18 || Log posterior: -3020.2317534418703 || Iter Time:0.016516923904418945 || Total time:33.399380922317505 Iteration: 1540 || Clusters count: 17 || Log posterior: -2993.385242801846 || Iter Time:0.022169113159179688 || Total time:33.421550035476685 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1541 || Clusters count: 17 || Log posterior: -3023.7258385234963 || Iter Time:0.015041828155517578 || Total time:33.4365918636322 Iteration: 1542 || Clusters count: 17 || Log posterior: -3023.2666826768173 || Iter Time:0.02106499671936035 || Total time:33.45765686035156 Loading and distributing data: 0.000127 seconds (139 allocations: 13.508 KiB) Iteration: 1543 || Clusters count: 17 || Log posterior: -3055.1129358321177 || Iter Time:0.015954017639160156 || Total time:33.47361087799072 Iteration: 1544 || Clusters count: 17 || Log posterior: -3055.1129358321177 || Iter Time:0.020982027053833008 || Total time:33.494592905044556 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1545 || Clusters count: 18 || Log posterior: -3074.1838445483045 || Iter Time:0.014846086502075195 || Total time:33.50943899154663 Iteration: 1546 || 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KiB) Iteration: 1557 || Clusters count: 18 || Log posterior: -3052.451684918195 || Iter Time:0.015395879745483398 || Total time:33.72170686721802 Iteration: 1558 || Clusters count: 18 || Log posterior: -3040.138273545024 || Iter Time:0.021916866302490234 || Total time:33.74362373352051 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1559 || Clusters count: 18 || Log posterior: -3038.071308880166 || Iter Time:0.015297174453735352 || Total time:33.75892090797424 Iteration: 1560 || Clusters count: 18 || Log posterior: -3026.1958285669493 || Iter Time:0.02493119239807129 || Total time:33.783852100372314 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1561 || Clusters count: 18 || Log posterior: -2991.149203458764 || Iter Time:0.01578211784362793 || Total time:33.79963421821594 Iteration: 1562 || Clusters count: 17 || Log posterior: -2986.2983899596156 || Iter Time:0.05054211616516113 || Total time:33.8501763343811 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1563 || Clusters count: 17 || Log posterior: -2999.1524556320887 || Iter Time:0.016413211822509766 || Total time:33.86658954620361 Iteration: 1564 || Clusters count: 17 || Log posterior: -2999.1524556320887 || Iter Time:0.02031993865966797 || Total time:33.88690948486328 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1565 || Clusters count: 17 || Log posterior: -3018.3213470527435 || Iter Time:0.015241861343383789 || Total time:33.902151346206665 Iteration: 1566 || Clusters count: 17 || Log posterior: -3007.0977848866833 || Iter Time:0.021686077117919922 || Total time:33.923837423324585 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1567 || Clusters count: 17 || Log posterior: -2997.359682293887 || Iter Time:0.014642953872680664 || Total time:33.938480377197266 Iteration: 1568 || Clusters 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Iteration: 1579 || Clusters count: 17 || Log posterior: -2993.2357127295063 || Iter Time:0.014780998229980469 || Total time:34.1416015625 Iteration: 1580 || Clusters count: 17 || Log posterior: -2981.8091461266913 || Iter Time:0.021222829818725586 || Total time:34.162824392318726 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1581 || Clusters count: 17 || Log posterior: -2966.522279666642 || Iter Time:0.01592421531677246 || Total time:34.1787486076355 Iteration: 1582 || Clusters count: 17 || Log posterior: -2965.318662918529 || Iter Time:0.02151012420654297 || Total time:34.20025873184204 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1583 || Clusters count: 17 || Log posterior: -3014.061180789484 || Iter Time:0.016895055770874023 || Total time:34.217153787612915 Iteration: 1584 || Clusters count: 17 || Log posterior: -3007.730358324431 || Iter Time:0.021687984466552734 || Total time:34.23884177207947 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1585 || Clusters count: 18 || Log posterior: -3041.431676634007 || Iter Time:0.015995025634765625 || Total time:34.25483679771423 Iteration: 1586 || Clusters count: 18 || Log posterior: -3031.0665714678466 || Iter Time:0.02082204818725586 || Total time:34.27565884590149 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1587 || Clusters count: 18 || Log posterior: -3043.8847909404853 || Iter Time:0.015362024307250977 || Total time:34.29102087020874 Iteration: 1588 || Clusters count: 18 || Log posterior: -3037.365630796895 || Iter Time:0.04483604431152344 || Total time:34.335856914520264 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1589 || Clusters count: 17 || Log posterior: -3053.3047220885733 || Iter Time:0.014240026473999023 || Total time:34.35009694099426 Iteration: 1590 || Clusters count: 17 || Log posterior: 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Iteration: 1695 || Clusters count: 17 || Log posterior: -3053.69931584625 || Iter Time:0.036296844482421875 || Total time:36.340418338775635 Iteration: 1696 || Clusters count: 17 || Log posterior: -3037.5195225110847 || Iter Time:0.02020716667175293 || Total time:36.36062550544739 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1697 || Clusters count: 17 || Log posterior: -3046.9577716313024 || Iter Time:0.015073060989379883 || Total time:36.37569856643677 Iteration: 1698 || Clusters count: 17 || Log posterior: -3024.7345240101326 || Iter Time:0.020435094833374023 || Total time:36.39613366127014 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1699 || Clusters count: 17 || Log posterior: -3033.8609513826295 || Iter Time:0.014725923538208008 || Total time:36.41085958480835 Iteration: 1700 || Clusters count: 17 || Log posterior: -3021.923964356843 || Iter Time:0.020502090454101562 || Total 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Time:0.01723790168762207 || Total time:38.703256130218506 Iteration: 1822 || Clusters count: 17 || Log posterior: -2989.5763134223353 || Iter Time:0.02234482765197754 || Total time:38.72560095787048 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1823 || Clusters count: 17 || Log posterior: -2990.8859019967426 || Iter Time:0.014611959457397461 || Total time:38.74021291732788 Iteration: 1824 || Clusters count: 17 || Log posterior: -2983.4787295413917 || Iter Time:0.020341873168945312 || Total time:38.760554790496826 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1825 || Clusters count: 17 || Log posterior: -3006.0697586437536 || Iter Time:0.015194177627563477 || Total time:38.77574896812439 Iteration: 1826 || Clusters count: 17 || Log posterior: -2986.721642940285 || Iter Time:0.02109694480895996 || Total time:38.79684591293335 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1827 || Clusters count: 18 || Log posterior: -3034.1874699829364 || Iter Time:0.03714489936828613 || Total time:38.833990812301636 Iteration: 1828 || Clusters count: 18 || Log posterior: -3003.379285174328 || Iter Time:0.020470857620239258 || Total time:38.854461669921875 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1829 || Clusters count: 18 || Log posterior: -3014.2280586314737 || Iter Time:0.015204906463623047 || Total time:38.8696665763855 Iteration: 1830 || Clusters count: 18 || Log posterior: -3010.132396861992 || Iter Time:0.0200197696685791 || Total time:38.88968634605408 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1831 || Clusters count: 18 || Log posterior: -3042.825083812214 || Iter Time:0.014002799987792969 || Total time:38.90368914604187 Iteration: 1832 || Clusters count: 18 || Log posterior: -3036.0558587534597 || Iter Time:0.020066022872924805 || Total 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|| Log posterior: -2997.074676717311 || Iter Time:0.0205538272857666 || Total time:39.02938199043274 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 18 || Log posterior: -3009.3743166718796 || Iter Time:0.014881134033203125 || Total time:39.04426312446594 Iteration: 1840 || Clusters count: 18 || Log posterior: -2982.552245483676 || Iter Time:0.02209305763244629 || Total time:39.06635618209839 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 18 || Log posterior: -3014.679184465042 || Iter Time:0.01565384864807129 || Total time:39.08201003074646 Iteration: 1842 || Clusters count: 18 || Log posterior: -2988.3109550086306 || Iter Time:0.020308971405029297 || Total time:39.10231900215149 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 18 || Log posterior: -3058.3669885640643 || Iter 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Iteration: 1849 || Clusters count: 17 || Log posterior: -3062.6862222441428 || Iter Time:0.014551877975463867 || Total time:39.22295570373535 Iteration: 1850 || Clusters count: 17 || Log posterior: -3059.5839113582056 || Iter Time:0.021347999572753906 || Total time:39.244303703308105 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 17 || Log posterior: -3074.7584130264013 || Iter Time:0.014876127243041992 || Total time:39.25917983055115 Iteration: 1852 || Clusters count: 17 || Log posterior: -3058.604753168658 || Iter Time:0.021307945251464844 || Total time:39.28048777580261 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 18 || Log posterior: -3044.1631665650825 || Iter Time:0.01633310317993164 || Total time:39.296820878982544 Iteration: 1854 || Clusters count: 17 || Log posterior: -3042.231273968002 || Iter Time:0.044547080993652344 || Total time:39.341367959976196 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 17 || Log posterior: -3047.227325731508 || Iter Time:0.01511693000793457 || Total time:39.35648488998413 Iteration: 1856 || Clusters count: 17 || Log posterior: -3043.0661765212603 || Iter Time:0.02067112922668457 || Total time:39.377156019210815 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 17 || Log posterior: -3042.052537928466 || Iter Time:0.014911890029907227 || Total time:39.39206790924072 Iteration: 1858 || Clusters count: 17 || Log posterior: -3028.40305551472 || Iter Time:0.020986080169677734 || Total time:39.4130539894104 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 17 || Log posterior: -3026.2753936876484 || Iter Time:0.015021085739135742 || Total time:39.428075075149536 Iteration: 1860 || Clusters count: 17 || Log posterior: -3011.335853982219 || Iter Time:0.021234989166259766 || Total time:39.449310064315796 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 17 || Log posterior: -2995.6109648573483 || Iter Time:0.0167391300201416 || Total time:39.46604919433594 Iteration: 1862 || Clusters count: 17 || Log posterior: -2983.5993706862405 || Iter Time:0.020815134048461914 || Total time:39.4868643283844 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 17 || Log posterior: -3028.302777492691 || Iter Time:0.016284942626953125 || Total time:39.50314927101135 Iteration: 1864 || Clusters count: 17 || Log posterior: -3027.987787070279 || Iter Time:0.021979093551635742 || Total time:39.52512836456299 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 18 || Log posterior: -3037.8629910446034 || Iter Time:0.017390012741088867 || Total time:39.54251837730408 Iteration: 1866 || Clusters count: 17 || Log posterior: -3005.174311187372 || Iter Time:0.022741079330444336 || Total time:39.56525945663452 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 17 || Log posterior: -3006.000982882471 || Iter Time:0.014790058135986328 || Total time:39.58004951477051 Iteration: 1868 || Clusters count: 17 || Log posterior: -2999.1437881921443 || Iter Time:0.020880937576293945 || Total time:39.6009304523468 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 17 || Log posterior: -2995.9555398297603 || Iter Time:0.015993833541870117 || Total time:39.61692428588867 Iteration: 1870 || Clusters count: 17 || Log posterior: -2987.0063815443655 || Iter Time:0.020315885543823242 || Total time:39.637240171432495 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 17 || Log posterior: -3036.7294537192133 || Iter Time:0.014185905456542969 || Total time:39.65142607688904 Iteration: 1872 || Clusters count: 17 || Log posterior: -3025.944060089772 || Iter Time:0.019275903701782227 || Total time:39.67070198059082 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 17 || Log posterior: -3013.177861371302 || Iter Time:0.013871908187866211 || Total time:39.68457388877869 Iteration: 1874 || Clusters count: 17 || Log posterior: -3010.315709183103 || Iter Time:0.01884913444519043 || Total time:39.70342302322388 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 17 || Log posterior: -3059.8163366789513 || Iter Time:0.015640974044799805 || Total time:39.71906399726868 Iteration: 1876 || Clusters count: 17 || Log posterior: -3054.421424533911 || Iter Time:0.020502805709838867 || Total time:39.739566802978516 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 17 || Log posterior: -3027.6336186289213 || Iter Time:0.015478134155273438 || Total time:39.75504493713379 Iteration: 1878 || Clusters count: 17 || Log posterior: -3021.362702096358 || Iter Time:0.021375179290771484 || Total time:39.77642011642456 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 17 || Log posterior: -3063.169489729894 || Iter Time:0.01663994789123535 || Total time:39.793060064315796 Iteration: 1880 || Clusters count: 17 || Log posterior: -3040.835916321056 || Iter Time:0.021008014678955078 || Total time:39.81406807899475 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 17 || Log posterior: -3031.823745446653 || Iter Time:0.015053033828735352 || Total time:39.829121112823486 Iteration: 1882 || Clusters count: 17 || Log posterior: -3028.718176721783 || Iter Time:0.022639036178588867 || Total time:39.851760149002075 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 17 || Log posterior: -3022.5255175969237 || Iter Time:0.015569925308227539 || Total time:39.8673300743103 Iteration: 1884 || Clusters count: 17 || Log posterior: -3021.5424428576202 || Iter Time:0.0205380916595459 || Total time:39.88786816596985 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 17 || Log posterior: -3041.8222904218305 || Iter Time:0.015040159225463867 || Total time:39.90290832519531 Iteration: 1886 || Clusters count: 17 || Log posterior: -3033.775170738575 || Iter Time:0.02065110206604004 || Total time:39.92355942726135 Loading and distributing data: 0.000279 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 17 || Log posterior: -3050.80367906464 || Iter Time:0.01650381088256836 || Total time:39.94006323814392 Iteration: 1888 || Clusters count: 17 || Log posterior: -3036.8824356043483 || Iter Time:0.020379066467285156 || Total time:39.960442304611206 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 17 || Log posterior: -3078.989155799465 || Iter Time:0.014927864074707031 || Total time:39.97537016868591 Iteration: 1890 || Clusters count: 17 || Log posterior: -3063.919622352221 || Iter Time:0.02208399772644043 || Total time:39.99745416641235 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 17 || Log posterior: -3047.1702564653256 || Iter Time:0.015556812286376953 || Total time:40.01301097869873 Iteration: 1892 || Clusters count: 17 || Log posterior: -3029.7454482492717 || Iter Time:0.020374059677124023 || Total time:40.033385038375854 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 18 || Log posterior: -3017.6602906320136 || Iter Time:0.01574993133544922 || Total time:40.049134969711304 Iteration: 1894 || Clusters count: 18 || Log posterior: -3011.6589485199643 || Iter Time:0.020806074142456055 || Total time:40.06994104385376 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 18 || Log posterior: -3031.8748130788085 || Iter Time:0.015034914016723633 || Total time:40.08497595787048 Iteration: 1896 || Clusters count: 17 || Log posterior: -3026.71618021518 || Iter Time:0.021878957748413086 || Total time:40.1068549156189 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 17 || Log posterior: -3049.742402718559 || Iter Time:0.015295982360839844 || Total time:40.122150897979736 Iteration: 1898 || Clusters count: 17 || Log posterior: -3034.9209857479673 || Iter Time:0.020312070846557617 || Total time:40.142462968826294 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 17 || Log posterior: -3041.4477372923925 || Iter Time:0.014379024505615234 || Total time:40.15684199333191 Iteration: 1900 || Clusters count: 17 || Log posterior: -3039.6244345137416 || Iter Time:0.020537137985229492 || Total time:40.17737913131714 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 17 || Log posterior: -3042.5438381256326 || Iter Time:0.014723062515258789 || Total time:40.1921021938324 Iteration: 1902 || Clusters count: 17 || Log posterior: -3028.623282620653 || Iter Time:0.019764184951782227 || Total time:40.21186637878418 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 17 || Log posterior: -3013.6693107438327 || Iter Time:0.015608787536621094 || Total time:40.2274751663208 Iteration: 1904 || Clusters count: 17 || Log posterior: -2997.775140010252 || Iter Time:0.022031068801879883 || Total time:40.24950623512268 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 17 || Log posterior: -3042.9372085249815 || Iter Time:0.016609907150268555 || Total time:40.26611614227295 Iteration: 1906 || Clusters count: 17 || Log posterior: -3038.1088190862833 || Iter Time:0.022902965545654297 || Total time:40.2890191078186 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 18 || Log posterior: -3063.785980018135 || Iter Time:0.01576709747314453 || Total time:40.30478620529175 Iteration: 1908 || Clusters count: 18 || Log posterior: -3052.684511127657 || Iter Time:0.02149486541748047 || Total time:40.32628107070923 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 17 || Log posterior: -3038.3818809726254 || Iter Time:0.037863969802856445 || Total time:40.364145040512085 Iteration: 1910 || Clusters count: 17 || Log posterior: -3030.276818190516 || Iter Time:0.020270109176635742 || Total time:40.38441514968872 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 17 || Log posterior: -3021.1351929951334 || Iter Time:0.01609206199645996 || Total time:40.40050721168518 Iteration: 1912 || Clusters count: 17 || Log posterior: -3007.2649338471983 || Iter Time:0.021158933639526367 || Total time:40.42166614532471 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 17 || Log posterior: -3082.267930105021 || Iter Time:0.015068769454956055 || Total time:40.43673491477966 Iteration: 1914 || Clusters count: 17 || Log posterior: -3070.0840906647045 || Iter Time:0.022500038146972656 || Total time:40.459234952926636 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 17 || Log posterior: -3069.839701537563 || Iter Time:0.01679706573486328 || Total time:40.4760320186615 Iteration: 1916 || Clusters count: 17 || Log posterior: -3054.768391060394 || Iter Time:0.022537946701049805 || Total time:40.49856996536255 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 17 || Log posterior: -2998.200566725049 || Iter Time:0.017607927322387695 || Total time:40.51617789268494 Iteration: 1918 || Clusters count: 17 || Log posterior: -2994.635651253337 || Iter Time:0.023852109909057617 || Total time:40.540030002593994 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 17 || Log posterior: -3001.1906831133365 || Iter Time:0.017480850219726562 || Total time:40.55751085281372 Iteration: 1920 || Clusters count: 17 || Log posterior: -2977.441541592839 || Iter Time:0.02085399627685547 || Total time:40.578364849090576 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 17 || Log posterior: -3053.1204186655123 || Iter Time:0.01607203483581543 || Total time:40.59443688392639 Iteration: 1922 || Clusters count: 17 || Log posterior: -3038.292522301592 || Iter Time:0.022228002548217773 || Total time:40.61666488647461 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 17 || Log posterior: -3028.3394757808856 || Iter Time:0.01648688316345215 || Total time:40.63315176963806 Iteration: 1924 || Clusters count: 17 || Log posterior: -3017.3318297195033 || Iter Time:0.02194499969482422 || Total time:40.655096769332886 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 17 || Log posterior: -3036.5669856152917 || Iter Time:0.01584005355834961 || Total time:40.670936822891235 Iteration: 1926 || Clusters count: 17 || Log posterior: -3029.4644440953903 || Iter Time:0.02136397361755371 || Total time:40.69230079650879 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 17 || Log posterior: -3021.5027424501895 || Iter Time:0.01511693000793457 || Total time:40.707417726516724 Iteration: 1928 || Clusters count: 17 || Log posterior: -3021.5027424501895 || Iter Time:0.021034955978393555 || Total time:40.72845268249512 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 17 || Log posterior: -3008.9398900541105 || Iter Time:0.01570415496826172 || Total time:40.74415683746338 Iteration: 1930 || Clusters count: 17 || Log posterior: -3003.76510963756 || Iter Time:0.021541833877563477 || Total time:40.76569867134094 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 18 || Log posterior: -3056.4254340633956 || Iter Time:0.01575303077697754 || Total time:40.78145170211792 Iteration: 1932 || Clusters count: 18 || Log posterior: -3048.5493069670542 || Iter Time:0.021815061569213867 || Total time:40.803266763687134 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 18 || Log posterior: -3043.835629030803 || Iter Time:0.016063928604125977 || Total time:40.81933069229126 Iteration: 1934 || Clusters count: 17 || Log posterior: -3033.5450154677783 || Iter Time:0.022648096084594727 || Total time:40.841978788375854 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 18 || Log posterior: -3030.366499708013 || Iter Time:0.015447139739990234 || Total time:40.857425928115845 Iteration: 1936 || Clusters count: 18 || Log posterior: -3023.931261650915 || Iter Time:0.0427699089050293 || Total time:40.900195837020874 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 18 || Log posterior: -3017.890967775065 || Iter Time:0.014116048812866211 || Total time:40.91431188583374 Iteration: 1938 || Clusters count: 17 || Log posterior: -2997.854180063597 || Iter Time:0.0204470157623291 || Total time:40.93475890159607 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 17 || Log posterior: -3027.3099262876144 || Iter Time:0.014466047286987305 || Total time:40.94922494888306 Iteration: 1940 || Clusters count: 17 || Log posterior: -3021.8783657743265 || Iter Time:0.019232988357543945 || Total time:40.9684579372406 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 17 || Log posterior: -3000.7837290475063 || Iter Time:0.014056921005249023 || Total time:40.98251485824585 Iteration: 1942 || Clusters count: 17 || Log posterior: -2993.0301076770265 || Iter Time:0.020148038864135742 || Total time:41.002662897109985 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 17 || Log posterior: -3009.056341615731 || Iter Time:0.013624906539916992 || Total time:41.0162878036499 Iteration: 1944 || Clusters count: 17 || Log posterior: -3004.688453703404 || Iter Time:0.019530057907104492 || Total time:41.03581786155701 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 17 || Log posterior: -3046.6575912330395 || Iter Time:0.014347076416015625 || Total time:41.05016493797302 Iteration: 1946 || Clusters count: 17 || Log posterior: -3025.7843722033044 || Iter Time:0.019349098205566406 || Total time:41.06951403617859 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 17 || Log posterior: -3128.3543377012165 || Iter Time:0.014996051788330078 || Total time:41.08451008796692 Iteration: 1948 || Clusters count: 17 || Log posterior: -3103.1280448557377 || Iter Time:0.020428180694580078 || Total time:41.1049382686615 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 18 || Log posterior: -3022.718138806815 || Iter Time:0.014768123626708984 || Total time:41.11970639228821 Iteration: 1950 || Clusters count: 18 || Log posterior: -3007.606396107683 || Iter Time:0.021625041961669922 || Total time:41.14133143424988 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 18 || Log posterior: -2974.9891934278994 || Iter Time:0.014057159423828125 || Total time:41.155388593673706 Iteration: 1952 || Clusters count: 17 || Log posterior: -2952.5603901052127 || Iter Time:0.02050495147705078 || Total time:41.17589354515076 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 17 || Log posterior: -3001.9461052432343 || Iter Time:0.015384912490844727 || Total time:41.1912784576416 Iteration: 1954 || Clusters count: 17 || Log posterior: -2973.359638394433 || Iter Time:0.021015167236328125 || Total time:41.21229362487793 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 17 || Log posterior: -2976.9257251121467 || Iter Time:0.015845060348510742 || Total time:41.22813868522644 Iteration: 1956 || Clusters count: 17 || Log posterior: -2968.444129102735 || Iter Time:0.01995706558227539 || Total time:41.248095750808716 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 17 || Log posterior: -3011.222697488443 || Iter Time:0.015109062194824219 || Total time:41.26320481300354 Iteration: 1958 || Clusters count: 17 || Log posterior: -2997.4547554666747 || Iter Time:0.021461963653564453 || Total time:41.284666776657104 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 17 || Log posterior: -2994.061050442501 || Iter Time:0.013787984848022461 || Total time:41.29845476150513 Iteration: 1960 || Clusters count: 17 || Log posterior: -2991.9667746488863 || Iter Time:0.019562959671020508 || Total time:41.31801772117615 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 17 || Log posterior: -3028.9326879160203 || Iter Time:0.014982938766479492 || Total time:41.33300065994263 Iteration: 1962 || Clusters count: 17 || Log posterior: -3028.928207507263 || Iter Time:0.02002096176147461 || Total time:41.3530216217041 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 17 || Log posterior: -3084.155004580331 || Iter Time:0.014148950576782227 || Total time:41.367170572280884 Iteration: 1964 || Clusters count: 17 || Log posterior: -3076.0300718178955 || Iter Time:0.04368400573730469 || Total time:41.41085457801819 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 17 || Log posterior: -3066.387453124674 || Iter Time:0.015238046646118164 || Total time:41.42609262466431 Iteration: 1966 || Clusters count: 17 || Log posterior: -3065.026113834646 || Iter Time:0.02217698097229004 || Total time:41.4482696056366 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 17 || Log posterior: -3033.1707470024353 || Iter Time:0.017627954483032227 || Total time:41.46589756011963 Iteration: 1968 || Clusters count: 17 || Log posterior: -3018.342968013698 || Iter Time:0.02122211456298828 || Total time:41.48711967468262 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 17 || Log posterior: -3019.291892513462 || Iter Time:0.015619039535522461 || Total time:41.50273871421814 Iteration: 1970 || Clusters count: 17 || Log posterior: -3010.379779941343 || Iter Time:0.021300077438354492 || Total time:41.524038791656494 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 18 || Log posterior: -3030.9773853333245 || Iter Time:0.01557016372680664 || Total time:41.5396089553833 Iteration: 1972 || Clusters count: 18 || Log posterior: -3019.914936638763 || Iter Time:0.022915124893188477 || Total time:41.56252408027649 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 17 || Log posterior: -3042.657164953064 || Iter Time:0.017686128616333008 || Total time:41.58021020889282 Iteration: 1974 || Clusters count: 17 || Log posterior: -3036.8449030800352 || Iter Time:0.021200895309448242 || Total time:41.60141110420227 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 17 || Log posterior: -3048.9020930277534 || Iter Time:0.01497793197631836 || Total time:41.61638903617859 Iteration: 1976 || Clusters count: 17 || Log posterior: -3028.807875195949 || Iter Time:0.0206911563873291 || Total time:41.63708019256592 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 17 || Log posterior: -3021.4552852135885 || Iter Time:0.015709877014160156 || Total time:41.65279006958008 Iteration: 1978 || Clusters count: 17 || Log posterior: -3008.0059486775563 || Iter Time:0.020659923553466797 || Total time:41.673449993133545 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 17 || Log posterior: -3024.230039616646 || Iter Time:0.016169071197509766 || Total time:41.689619064331055 Iteration: 1980 || Clusters count: 17 || Log posterior: -3011.1883683395977 || Iter Time:0.020450830459594727 || Total time:41.71006989479065 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 17 || Log posterior: -3038.3805538727793 || Iter Time:0.017367839813232422 || Total time:41.72743773460388 Iteration: 1982 || Clusters count: 17 || Log posterior: -3026.886661751951 || Iter Time:0.021145105361938477 || Total time:41.74858283996582 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 18 || Log posterior: -3023.0674680328457 || Iter Time:0.016495943069458008 || Total time:41.76507878303528 Iteration: 1984 || Clusters count: 18 || Log posterior: -3013.0100513370435 || Iter Time:0.021825075149536133 || Total time:41.786903858184814 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 18 || Log posterior: -3001.712735511154 || Iter Time:0.01507711410522461 || Total time:41.80198097229004 Iteration: 1986 || Clusters count: 17 || Log posterior: -2998.06790309907 || Iter Time:0.021315813064575195 || Total time:41.823296785354614 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 17 || Log posterior: -2994.39233559517 || Iter Time:0.015021800994873047 || Total time:41.83831858634949 Iteration: 1988 || Clusters count: 17 || Log posterior: -2986.980563529766 || Iter Time:0.020337820053100586 || Total time:41.85865640640259 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 17 || Log posterior: -3005.6427824245197 || Iter Time:0.0155181884765625 || Total time:41.87417459487915 Iteration: 1990 || Clusters count: 17 || Log posterior: -3003.1502183347607 || Iter Time:0.019661903381347656 || Total time:41.8938364982605 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 17 || Log posterior: -3058.4028559512512 || Iter Time:0.013856172561645508 || Total time:41.907692670822144 Iteration: 1992 || Clusters count: 17 || Log posterior: -3042.602923499178 || Iter Time:0.0440671443939209 || Total time:41.951759815216064 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 17 || Log posterior: -3034.791681727753 || Iter Time:0.01659989356994629 || Total time:41.96835970878601 Iteration: 1994 || Clusters count: 17 || Log posterior: -3027.502182754737 || Iter Time:0.02083301544189453 || Total time:41.989192724227905 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 17 || Log posterior: -2981.2371119750987 || Iter Time:0.01619410514831543 || Total time:42.00538682937622 Iteration: 1996 || Clusters count: 17 || Log posterior: -2967.7669693701487 || Iter Time:0.021615028381347656 || Total time:42.02700185775757 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 17 || Log posterior: -2991.5022243372077 || Iter Time:0.01887798309326172 || Total time:42.04587984085083 Iteration: 1998 || Clusters count: 17 || Log posterior: -2988.5773205658093 || Iter Time:0.020308971405029297 || Total time:42.06618881225586 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 17 || Log posterior: -3015.7581057164834 || Iter Time:0.01617884635925293 || Total time:42.08236765861511 Iteration: 2000 || Clusters count: 17 || Log posterior: -3009.73162216643 || Iter Time:0.02219700813293457 || Total time:42.10456466674805 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 18 || Log posterior: -3058.2428398584743 || Iter Time:0.015552043914794922 || Total time:42.12011671066284 Iteration: 2002 || Clusters count: 17 || Log posterior: -3033.466751870367 || Iter Time:0.021082162857055664 || Total time:42.1411988735199 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 17 || Log posterior: -3062.8659786753474 || Iter Time:0.014987945556640625 || Total time:42.15618681907654 Iteration: 2004 || Clusters count: 17 || Log posterior: -3052.3488735934866 || Iter Time:0.020251989364624023 || Total time:42.17643880844116 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 17 || Log posterior: -3035.709141045299 || Iter Time:0.014981985092163086 || Total time:42.191420793533325 Iteration: 2006 || Clusters count: 17 || Log posterior: -3015.9758589688704 || Iter Time:0.021421194076538086 || Total time:42.21284198760986 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 18 || Log posterior: -3049.771522404339 || Iter Time:0.01744389533996582 || Total time:42.23028588294983 Iteration: 2008 || Clusters count: 17 || Log posterior: -3028.661137400507 || Iter Time:0.020899057388305664 || Total time:42.251184940338135 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 17 || Log posterior: -3051.612522763249 || Iter Time:0.014883995056152344 || Total time:42.26606893539429 Iteration: 2010 || Clusters count: 17 || Log posterior: -3051.612522763249 || Iter Time:0.020399808883666992 || Total time:42.286468744277954 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 17 || Log posterior: -3042.1225553618965 || Iter Time:0.014555931091308594 || Total time:42.30102467536926 Iteration: 2012 || Clusters count: 17 || Log posterior: -3027.8102831770516 || Iter Time:0.020779132843017578 || Total time:42.32180380821228 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 17 || Log posterior: -3019.044676454784 || Iter Time:0.014169931411743164 || Total time:42.33597373962402 Iteration: 2014 || Clusters count: 17 || Log posterior: -3012.228603696337 || Iter Time:0.020025968551635742 || Total time:42.35599970817566 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 17 || Log posterior: -3053.96433309066 || Iter Time:0.01705193519592285 || Total time:42.37305164337158 Iteration: 2016 || Clusters count: 17 || Log posterior: -3036.893069805039 || Iter Time:0.02144598960876465 || Total time:42.39449763298035 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 17 || Log posterior: -3041.847624208138 || Iter Time:0.016809940338134766 || Total time:42.41130757331848 Iteration: 2018 || Clusters count: 17 || Log posterior: -3028.5015006336994 || Iter Time:0.022227048873901367 || Total time:42.43353462219238 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 18 || Log posterior: -3004.919596316618 || Iter Time:0.01661205291748047 || Total time:42.45014667510986 Iteration: 2020 || Clusters count: 17 || Log posterior: -3000.6627474144075 || Iter Time:0.04466700553894043 || Total time:42.494813680648804 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 18 || Log posterior: -3049.6562672953874 || Iter Time:0.015700101852416992 || Total time:42.51051378250122 Iteration: 2022 || Clusters count: 17 || Log posterior: -3033.8356491066334 || Iter Time:0.02154994010925293 || Total time:42.532063722610474 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 17 || Log posterior: -3023.9883270053697 || Iter Time:0.015281200408935547 || Total time:42.54734492301941 Iteration: 2024 || Clusters count: 17 || Log posterior: -3006.4006238256397 || Iter Time:0.01905083656311035 || Total time:42.56639575958252 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 17 || Log posterior: -2998.016760027128 || Iter Time:0.014688968658447266 || Total time:42.58108472824097 Iteration: 2026 || Clusters count: 17 || Log posterior: -2990.0431194480498 || Iter Time:0.01949310302734375 || Total time:42.60057783126831 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 17 || Log posterior: -3009.3743572253497 || Iter Time:0.013685941696166992 || Total time:42.61426377296448 Iteration: 2028 || Clusters count: 17 || Log posterior: -3005.005512072393 || Iter Time:0.019336938858032227 || Total time:42.63360071182251 Avg NMI: 0.9727240350488282 Full NMI: 0.9553496384088114 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m25.4s Testing DPMMSubClustersStreaming tests passed Testing completed after 188.55s PkgEval succeeded after 336.76s