Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.2058 (afc71c255e*) started at 2026-04-19T19:00:34.127 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 14.52s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.14/Manifest.toml` [1520ce14] + AbstractTrees v0.4.5 [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.1 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.9 [31c24e10] + Distributions v0.25.124 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.18.0 [1a297f60] + FillArrays v1.16.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 ⌅ [ec8451be] + KernelFunctions v0.10.67 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.27 [bac558e1] + OrderedCollections v1.8.1 ⌃ [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.2 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.4.0 [1fd47b50] + QuadGK v2.11.3 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.18 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.2 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.13.0 [b27032c2] + LibCURL v1.0.0 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.14.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.19.0+0 [e37daf67] + LibGit2_jll v1.9.2+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2026.3.19 [4536629a] + OpenBLAS_jll v0.3.30+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.6+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.2+0 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.68.1+0 [3f19e933] + p7zip_jll v17.8.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 6.2s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling project... 5.5 s ✓ Clustering 4.0 s ✓ HypergeometricFunctions 11.4 s ✓ KernelFunctions 3.5 s ✓ StatsFuns 4.0 s ✓ StatsFuns → StatsFunsChainRulesCoreExt 11.5 s ✓ Distributions 5.0 s ✓ Distributions → DistributionsChainRulesCoreExt 5.5 s ✓ Distributions → DistributionsTestExt 12.4 s ✓ DPMMSubClustersStreaming 9 dependencies successfully precompiled in 65 seconds. 95 already precompiled. Precompilation completed after 89.0s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_hGV1K0/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.124 ⌅ [ec8451be] KernelFunctions v0.10.67 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_hGV1K0/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.1 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.124 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.18.0 [1a297f60] FillArrays v1.16.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 ⌅ [ec8451be] KernelFunctions v0.10.67 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.27 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.2 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.4.0 [1fd47b50] QuadGK v2.11.3 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.18 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.2 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.13.0 [b27032c2] LibCURL v1.0.0 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.14.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.19.0+0 [e37daf67] LibGit2_jll v1.9.2+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2026.3.19 [4536629a] OpenBLAS_jll v0.3.30+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.6+0 [efcefdf7] PCRE2_jll v10.47.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.2+0 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.68.1+0 [3f19e933] p7zip_jll v17.8.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Loading and distributing data: 4.070956 seconds (971.43 k allocations: 60.948 MiB, 7.33% gc time, 99.87% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233249.78798629093 || Iter Time:20.381771087646484 || Total time:20.381771087646484 Iteration: 1 || Clusters count: 1 || Log posterior: -233249.78798629093 || Iter Time:0.005992889404296875 || Total time:20.38776397705078 Iteration: 2 || Clusters count: 1 || Log posterior: -233249.78798629093 || Iter Time:0.0055620670318603516 || Total time:20.39332604408264 Iteration: 3 || Clusters count: 1 || Log posterior: -233249.78798629093 || Iter Time:0.005632877349853516 || Total time:20.398958921432495 Iteration: 4 || Clusters count: 1 || Log posterior: -233249.78798629093 || Iter Time:0.0053920745849609375 || Total time:20.404350996017456 Iteration: 5 || Clusters count: 1 || Log posterior: -233249.78798629093 || Iter Time:0.016853809356689453 || Total time:20.421204805374146 Iteration: 6 || Clusters count: 1 || Log posterior: -233249.78798629093 || Iter Time:0.005590915679931641 || Total time:20.426795721054077 Iteration: 7 || Clusters count: 1 || Log posterior: -233249.78798629093 || Iter Time:0.005483865737915039 || Total time:20.432279586791992 Iteration: 8 || Clusters count: 1 || Log posterior: -233249.78798629093 || Iter Time:0.005591154098510742 || Total time:20.437870740890503 Iteration: 9 || Clusters count: 1 || Log posterior: -233249.78798629093 || Iter Time:0.0055921077728271484 || Total time:20.44346284866333 Iteration: 10 || Clusters count: 1 || Log posterior: -233249.78798629093 || Iter Time:0.0056438446044921875 || Total time:20.449106693267822 Iteration: 11 || Clusters count: 1 || Log posterior: -233249.78798629093 || Iter Time:0.005640983581542969 || Total time:20.454747676849365 Iteration: 12 || Clusters count: 1 || Log posterior: -233249.78798629093 || Iter Time:0.005473136901855469 || Total time:20.46022081375122 Iteration: 13 || Clusters count: 2 || Log posterior: -232923.82764200025 || Iter Time:4.480847120285034 || Total time:24.941067934036255 Iteration: 14 || Clusters count: 2 || Log posterior: -232928.01160653165 || Iter Time:0.0060460567474365234 || Total time:24.94711399078369 Iteration: 15 || Clusters count: 2 || Log posterior: -232928.07410653165 || Iter Time:0.006072044372558594 || Total time:24.95318603515625 Iteration: 16 || Clusters count: 2 || Log posterior: -232913.29553774957 || Iter Time:0.005944013595581055 || Total time:24.95913004875183 Iteration: 17 || Clusters count: 2 || Log posterior: -232905.3002111085 || Iter Time:0.005677938461303711 || Total time:24.964807987213135 Iteration: 18 || Clusters count: 2 || Log posterior: -232918.1452398473 || Iter Time:0.0057909488677978516 || Total time:24.970598936080933 Iteration: 19 || Clusters count: 2 || Log posterior: -232936.4997286319 || Iter Time:0.005733966827392578 || Total time:24.976332902908325 Iteration: 20 || Clusters count: 2 || Log posterior: -232835.75330314378 || Iter Time:1.5170960426330566 || Total time:26.493428945541382 Loading and distributing data: 0.000919 seconds (141 allocations: 396.023 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232989.74325366534 || Iter Time:0.03282308578491211 || Total time:26.526252031326294 Iteration: 22 || Clusters count: 2 || Log posterior: -232928.1765109022 || Iter Time:0.006072044372558594 || Total time:26.532324075698853 Iteration: 23 || Clusters count: 2 || Log posterior: -232929.70516800025 || Iter Time:0.0061168670654296875 || Total time:26.538440942764282 Iteration: 24 || Clusters count: 2 || Log posterior: -232911.9472820002 || Iter Time:0.0061190128326416016 || Total time:26.544559955596924 Iteration: 25 || Clusters count: 2 || Log posterior: -232886.49573326707 || Iter Time:0.0059740543365478516 || Total time:26.55053400993347 Iteration: 26 || Clusters count: 2 || Log posterior: -232892.67993722722 || Iter Time:0.005888938903808594 || Total time:26.55642294883728 Iteration: 27 || Clusters count: 2 || Log posterior: -232875.12555186145 || Iter Time:0.07826900482177734 || Total time:26.634691953659058 Iteration: 28 || Clusters count: 3 || Log posterior: -232637.55513423026 || Iter Time:0.008015871047973633 || Total time:26.64270782470703 Iteration: 29 || Clusters count: 3 || Log posterior: -232541.5332495794 || Iter Time:0.00634002685546875 || Total time:26.6490478515625 Iteration: 30 || Clusters count: 3 || Log posterior: -232494.78163435735 || Iter Time:0.006164073944091797 || Total time:26.655211925506592 Iteration: 31 || Clusters count: 3 || Log posterior: -232471.96934400947 || Iter Time:0.00640106201171875 || Total time:26.66161298751831 Iteration: 32 || Clusters count: 3 || Log posterior: -232470.78126292094 || Iter Time:0.006373882293701172 || Total time:26.66798686981201 Iteration: 33 || Clusters count: 3 || Log posterior: -232463.31429436433 || Iter Time:0.006520986557006836 || Total time:26.67450785636902 Iteration: 34 || Clusters count: 3 || Log posterior: -232421.37192965602 || Iter Time:0.006369113922119141 || Total time:26.680876970291138 Iteration: 35 || Clusters count: 3 || Log posterior: -232437.6572125272 || Iter Time:0.006251811981201172 || Total time:26.68712878227234 Iteration: 36 || Clusters count: 3 || Log posterior: -232440.45514240512 || Iter Time:0.006468057632446289 || Total time:26.693596839904785 Iteration: 37 || Clusters count: 3 || Log posterior: -232444.2407042304 || Iter Time:0.006372928619384766 || Total time:26.69996976852417 Iteration: 38 || Clusters count: 3 || Log posterior: -232429.39978479446 || Iter Time:0.0062770843505859375 || Total time:26.706246852874756 Iteration: 39 || Clusters count: 3 || Log posterior: -232429.05783221236 || Iter Time:0.00642704963684082 || Total time:26.712673902511597 Iteration: 40 || Clusters count: 3 || Log posterior: -232403.00285858387 || Iter Time:0.006175041198730469 || Total time:26.718848943710327 Iteration: 41 || Clusters count: 3 || Log posterior: -232368.03215545887 || Iter Time:0.006201028823852539 || Total time:26.72504997253418 Loading and distributing data: 0.000821 seconds (141 allocations: 396.023 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262676.2398586488 || Iter Time:0.006685018539428711 || Total time:26.73173499107361 Iteration: 43 || Clusters count: 5 || Log posterior: -261885.1901505458 || Iter Time:0.009256839752197266 || Total time:26.740991830825806 Iteration: 44 || Clusters count: 5 || Log posterior: -261753.17105929623 || Iter Time:0.007458925247192383 || Total time:26.748450756072998 Iteration: 45 || Clusters count: 5 || Log posterior: -261742.27916395667 || Iter Time:0.00710606575012207 || Total time:26.75555682182312 Iteration: 46 || Clusters count: 5 || Log posterior: -261751.75448030376 || Iter Time:0.007217884063720703 || Total time:26.76277470588684 Iteration: 47 || Clusters count: 5 || Log posterior: -261730.7506385528 || Iter Time:0.0071048736572265625 || Total time:26.769879579544067 Iteration: 48 || Clusters count: 5 || Log posterior: -261725.23379960094 || Iter Time:0.006968975067138672 || Total time:26.776848554611206 Iteration: 49 || Clusters count: 5 || Log posterior: -261742.75721902633 || Iter Time:0.00707697868347168 || Total time:26.783925533294678 Iteration: 50 || Clusters count: 5 || Log posterior: -261743.18654721294 || Iter Time:0.0069789886474609375 || Total time:26.79090452194214 Iteration: 51 || Clusters count: 5 || Log posterior: -261737.64486379636 || Iter Time:0.006963014602661133 || Total time:26.7978675365448 Iteration: 52 || Clusters count: 5 || Log posterior: -261749.48664711026 || Iter Time:0.0071010589599609375 || Total time:26.80496859550476 Iteration: 53 || Clusters count: 5 || Log posterior: -261740.41533749056 || Iter Time:0.007179975509643555 || Total time:26.812148571014404 Iteration: 54 || Clusters count: 5 || Log posterior: -261727.17862871196 || Iter Time:0.007269859313964844 || Total time:26.81941843032837 Iteration: 55 || Clusters count: 5 || Log posterior: -261732.3313425903 || Iter Time:0.00821995735168457 || Total time:26.827638387680054 Iteration: 56 || Clusters count: 6 || Log posterior: -261477.4165274803 || Iter Time:0.011385917663574219 || Total time:26.839024305343628 Iteration: 57 || Clusters count: 6 || Log posterior: -261409.41656595198 || Iter Time:0.008638143539428711 || Total time:26.847662448883057 Iteration: 58 || Clusters count: 6 || Log posterior: -261372.00588310836 || Iter Time:0.7643570899963379 || Total time:27.612019538879395 Iteration: 59 || Clusters count: 6 || Log posterior: -261363.70243537077 || Iter Time:0.043081045150756836 || Total time:27.65510058403015 Iteration: 60 || Clusters count: 6 || Log posterior: -261364.14246345204 || Iter Time:0.007949113845825195 || Total time:27.663049697875977 Iteration: 61 || Clusters count: 6 || Log posterior: -261365.70239874162 || Iter Time:0.010022878646850586 || Total time:27.673072576522827 Iteration: 62 || Clusters count: 6 || Log posterior: -261289.34647540716 || Iter Time:0.008121013641357422 || Total time:27.681193590164185 Loading and distributing data: 0.000740 seconds (141 allocations: 396.023 KiB) Iteration: 63 || Clusters count: 7 || Log posterior: -261065.4727689179 || Iter Time:0.009047985076904297 || Total time:27.69024157524109 Iteration: 64 || Clusters count: 8 || Log posterior: -260678.68692565904 || Iter Time:0.009584903717041016 || Total time:27.69982647895813 Iteration: 65 || Clusters count: 8 || Log posterior: -260570.04567322653 || Iter Time:0.00887298583984375 || Total time:27.708699464797974 Iteration: 66 || Clusters count: 8 || Log posterior: -260511.28543948263 || Iter Time:0.008732795715332031 || Total time:27.717432260513306 Iteration: 67 || Clusters count: 8 || Log posterior: -260480.60510669072 || Iter Time:0.008538961410522461 || Total time:27.725971221923828 Iteration: 68 || Clusters count: 8 || Log posterior: -260475.55716943592 || Iter Time:0.008708000183105469 || Total time:27.734679222106934 Iteration: 69 || Clusters count: 8 || Log posterior: -260488.69928977644 || Iter Time:0.008613824844360352 || Total time:27.743293046951294 Iteration: 70 || Clusters count: 8 || Log posterior: -260472.12191412997 || Iter Time:0.008271932601928711 || Total time:27.751564979553223 Iteration: 71 || Clusters count: 9 || Log posterior: -260307.5929740087 || Iter Time:0.00956106185913086 || Total time:27.761126041412354 Iteration: 72 || Clusters count: 9 || Log posterior: -260221.1606567484 || Iter Time:0.0086669921875 || Total time:27.769793033599854 Iteration: 73 || Clusters count: 9 || Log posterior: -260223.9078276109 || Iter Time:0.008817911148071289 || Total time:27.778610944747925 Iteration: 74 || Clusters count: 9 || Log posterior: -260190.55023358407 || Iter Time:0.009350061416625977 || Total time:27.78796100616455 Iteration: 75 || Clusters count: 9 || Log posterior: -260192.44756334202 || Iter Time:0.00890493392944336 || Total time:27.796865940093994 Iteration: 76 || Clusters count: 9 || Log posterior: -260176.03868132163 || Iter Time:0.008754968643188477 || Total time:27.805620908737183 Iteration: 77 || Clusters count: 9 || Log posterior: -260160.03235350756 || Iter Time:0.008852005004882812 || Total time:27.814472913742065 Iteration: 78 || Clusters count: 9 || Log posterior: -260163.18229498263 || Iter Time:0.009174108505249023 || Total time:27.823647022247314 Iteration: 79 || Clusters count: 9 || Log posterior: -260163.23572951232 || Iter Time:0.029380083084106445 || Total time:27.85302710533142 Iteration: 80 || Clusters count: 9 || Log posterior: -260165.06982221073 || Iter Time:0.010023832321166992 || Total time:27.863050937652588 Iteration: 81 || Clusters count: 10 || Log posterior: -259885.17852533373 || Iter Time:0.012024164199829102 || Total time:27.875075101852417 Iteration: 82 || Clusters count: 10 || Log posterior: -259875.67194868845 || Iter Time:0.009984970092773438 || Total time:27.88506007194519 Iteration: 83 || Clusters count: 10 || Log posterior: -259821.38304401492 || Iter Time:0.009080886840820312 || Total time:27.89414095878601 Loading and distributing data: 0.000768 seconds (141 allocations: 396.023 KiB) Iteration: 84 || Clusters count: 10 || Log posterior: -259751.24067715407 || Iter Time:0.009986162185668945 || Total time:27.90412712097168 Iteration: 85 || Clusters count: 10 || Log posterior: -259680.2228593424 || Iter Time:0.009851217269897461 || Total time:27.913978338241577 Iteration: 86 || Clusters count: 10 || Log posterior: -259649.98538120883 || Iter Time:0.010968923568725586 || Total time:27.924947261810303 Iteration: 87 || Clusters count: 10 || Log posterior: -259641.35099584388 || Iter Time:0.010770082473754883 || Total time:27.935717344284058 Iteration: 88 || Clusters count: 10 || Log posterior: -259639.30766240048 || Iter Time:0.010709047317504883 || Total time:27.946426391601562 Iteration: 89 || Clusters count: 10 || Log posterior: -259633.3192722061 || Iter Time:0.010789871215820312 || Total time:27.957216262817383 Iteration: 90 || Clusters count: 10 || Log posterior: -259655.54596766457 || Iter Time:0.010550975799560547 || Total time:27.967767238616943 Iteration: 91 || Clusters count: 10 || Log posterior: -259634.81759370942 || Iter Time:0.01065516471862793 || Total time:27.97842240333557 Iteration: 92 || Clusters count: 10 || Log posterior: -259633.4481711654 || Iter Time:0.01073908805847168 || Total time:27.989161491394043 Iteration: 93 || Clusters count: 10 || Log posterior: -259656.79744726978 || Iter Time:0.011347055435180664 || Total time:28.000508546829224 Iteration: 94 || Clusters count: 10 || Log posterior: -259620.40563203098 || Iter Time:0.01767897605895996 || Total time:28.018187522888184 Iteration: 95 || Clusters count: 10 || Log posterior: -259633.72795905033 || Iter Time:0.011816978454589844 || Total time:28.030004501342773 Iteration: 96 || Clusters count: 11 || Log posterior: -259373.70620299206 || Iter Time:0.013397932052612305 || Total time:28.043402433395386 Iteration: 97 || Clusters count: 11 || Log posterior: -259323.93297905117 || Iter Time:0.024489879608154297 || Total time:28.06789231300354 Iteration: 98 || Clusters count: 11 || Log posterior: -259337.5454652388 || Iter Time:0.01214289665222168 || Total time:28.08003520965576 Iteration: 99 || Clusters count: 12 || Log posterior: -259010.93637222043 || Iter Time:0.01347208023071289 || Total time:28.093507289886475 Iteration: 100 || Clusters count: 12 || Log posterior: -258920.30981099204 || Iter Time:0.012039899826049805 || Total time:28.105547189712524 Iteration: 101 || Clusters count: 12 || Log posterior: -258928.61025202012 || Iter Time:0.012634992599487305 || Total time:28.11818218231201 Iteration: 102 || Clusters count: 12 || Log posterior: -258911.79273073512 || Iter Time:0.012377023696899414 || Total time:28.13055920600891 Iteration: 103 || Clusters count: 12 || Log posterior: -258915.65367097178 || Iter Time:0.012332916259765625 || Total time:28.142892122268677 Iteration: 104 || Clusters count: 12 || Log posterior: -258880.88854881717 || Iter Time:0.0170900821685791 || Total time:28.159982204437256 Loading and distributing data: 0.000774 seconds (141 allocations: 396.023 KiB) Iteration: 105 || Clusters count: 12 || Log posterior: -258951.39025328963 || Iter Time:0.012926101684570312 || Total time:28.172908306121826 Iteration: 106 || Clusters count: 12 || Log posterior: -258920.58048110607 || Iter Time:0.011842012405395508 || Total time:28.18475031852722 Iteration: 107 || Clusters count: 12 || Log posterior: -258889.10396321924 || Iter Time:0.011820077896118164 || Total time:28.19657039642334 Iteration: 108 || Clusters count: 12 || Log posterior: -258875.55148338276 || Iter Time:0.011922121047973633 || Total time:28.208492517471313 Iteration: 109 || Clusters count: 12 || Log posterior: -258871.43814304355 || Iter Time:0.012139081954956055 || Total 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time:28.415059089660645 Iteration: 124 || Clusters count: 15 || Log posterior: -257504.80569090016 || Iter Time:0.01975393295288086 || Total time:28.434813022613525 Iteration: 125 || Clusters count: 15 || Log posterior: -257455.61134452058 || Iter Time:0.013170957565307617 || Total time:28.447983980178833 Loading and distributing data: 0.000808 seconds (141 allocations: 396.023 KiB) Iteration: 126 || Clusters count: 15 || Log posterior: -257426.17121860667 || Iter Time:0.015931129455566406 || Total time:28.4639151096344 Iteration: 127 || Clusters count: 15 || Log posterior: -257401.82015238245 || Iter Time:0.014382123947143555 || Total time:28.478297233581543 Iteration: 128 || Clusters count: 15 || Log posterior: -257390.53636371795 || Iter Time:0.014895915985107422 || Total time:28.49319314956665 Iteration: 129 || Clusters count: 16 || Log posterior: -257201.5910914225 || Iter Time:0.022202014923095703 || Total time:28.515395164489746 Iteration: 130 || Clusters count: 16 || Log posterior: -257117.5284231867 || Iter Time:0.01641702651977539 || Total time:28.53181219100952 Iteration: 131 || Clusters count: 16 || Log posterior: -257081.42019631236 || Iter Time:0.01594090461730957 || Total time:28.54775309562683 Iteration: 132 || Clusters count: 16 || Log posterior: -257070.7038484848 || Iter Time:0.016035079956054688 || Total time:28.563788175582886 Iteration: 133 || Clusters count: 16 || Log posterior: -257073.15714848167 || Iter Time:0.015521049499511719 || Total time:28.579309225082397 Iteration: 134 || Clusters count: 16 || Log posterior: -257072.17140362776 || Iter Time:0.0201261043548584 || Total time:28.599435329437256 Iteration: 135 || Clusters count: 16 || Log posterior: -257074.3084225064 || Iter Time:0.015463829040527344 || Total time:28.614899158477783 Iteration: 136 || Clusters count: 16 || Log posterior: -257080.98152212653 || Iter Time:0.01644301414489746 || Total time:28.63134217262268 Iteration: 137 || Clusters count: 16 || Log posterior: -257078.88420506674 || Iter Time:0.016587018966674805 || Total time:28.647929191589355 Iteration: 138 || Clusters count: 16 || Log posterior: -257084.39444156285 || Iter Time:0.015508890151977539 || Total time:28.663438081741333 Iteration: 139 || Clusters count: 18 || Log posterior: -256688.62174976405 || Iter Time:0.023472070693969727 || Total time:28.686910152435303 Iteration: 140 || Clusters count: 18 || Log posterior: -256603.14098471662 || Iter Time:0.016920804977416992 || Total time:28.70383095741272 Iteration: 141 || Clusters count: 18 || Log posterior: -256606.12811726058 || Iter Time:0.016827106475830078 || Total time:28.72065806388855 Iteration: 142 || Clusters count: 18 || Log posterior: -256602.44712316603 || Iter Time:0.017221927642822266 || Total time:28.737879991531372 Iteration: 143 || Clusters count: 18 || Log posterior: -256579.34099554174 || Iter Time:0.022684097290039062 || Total time:28.76056408882141 Iteration: 144 || Clusters count: 18 || Log posterior: -256589.92183156093 || Iter Time:0.017683029174804688 || Total time:28.778247117996216 Iteration: 145 || Clusters count: 18 || Log posterior: -256583.5810274109 || Iter Time:0.019275903701782227 || Total time:28.797523021697998 Iteration: 146 || Clusters count: 18 || Log posterior: -256566.52878731242 || Iter Time:0.0175931453704834 || Total time:28.81511616706848 Loading and distributing data: 0.000865 seconds (141 allocations: 396.023 KiB) Iteration: 147 || Clusters count: 18 || Log posterior: -256408.59437281673 || Iter Time:0.01925206184387207 || Total time:28.834368228912354 Iteration: 148 || Clusters count: 18 || Log posterior: -256380.1270968367 || Iter Time:0.023881912231445312 || Total time:28.8582501411438 Iteration: 149 || Clusters count: 18 || Log posterior: -256381.61957902805 || Iter Time:0.019853830337524414 || Total time:28.878103971481323 Iteration: 150 || Clusters count: 18 || Log posterior: -256376.9502442013 || Iter Time:0.020073890686035156 || Total 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posterior: -255748.22278160095 || Iter Time:0.0292971134185791 || Total time:29.37936234474182 Iteration: 172 || Clusters count: 20 || Log posterior: -255735.1262439674 || Iter Time:0.024869918823242188 || Total time:29.404232263565063 Iteration: 173 || Clusters count: 20 || Log posterior: -255739.66852374733 || Iter Time:0.02476787567138672 || Total time:29.42900013923645 Iteration: 174 || Clusters count: 20 || Log posterior: -255734.69256802523 || Iter Time:0.02909088134765625 || Total time:29.458091020584106 Iteration: 175 || Clusters count: 20 || Log posterior: -255739.26882340142 || Iter Time:0.024100065231323242 || Total time:29.48219108581543 Iteration: 176 || Clusters count: 20 || Log posterior: -255744.24360646371 || Iter Time:0.02477407455444336 || Total time:29.506965160369873 Iteration: 177 || Clusters count: 20 || Log posterior: -255736.67206771212 || Iter Time:0.024955034255981445 || Total time:29.531920194625854 Iteration: 178 || Clusters count: 20 || Log posterior: -255732.57561878374 || Iter Time:0.03672003746032715 || Total time:29.56864023208618 Iteration: 179 || Clusters count: 20 || Log posterior: -255737.44118939748 || Iter Time:0.031362056732177734 || Total time:29.60000228881836 Iteration: 180 || Clusters count: 20 || Log posterior: -255744.73251383813 || Iter Time:0.028371095657348633 || Total time:29.628373384475708 Iteration: 181 || Clusters count: 20 || Log posterior: -255744.70648991954 || Iter Time:0.03220701217651367 || Total time:29.66058039665222 Iteration: 182 || Clusters count: 20 || Log posterior: -255738.37224783015 || Iter Time:0.02656412124633789 || Total time:29.68714451789856 Iteration: 183 || Clusters count: 20 || Log posterior: -255743.10583118672 || Iter Time:0.02703404426574707 || Total time:29.714178562164307 Iteration: 184 || Clusters count: 20 || Log posterior: -255745.13232443293 || Iter Time:0.03181910514831543 || Total time:29.745997667312622 Iteration: 185 || Clusters count: 20 || Log posterior: -255738.80301567574 || Iter Time:0.027601003646850586 || Total time:29.773598670959473 Iteration: 186 || Clusters count: 20 || Log posterior: -255737.60474289948 || Iter Time:0.02747321128845215 || Total time:29.801071882247925 Iteration: 187 || Clusters count: 20 || Log posterior: -255745.02341115434 || Iter Time:0.026423931121826172 || Total time:29.82749581336975 Iteration: 188 || Clusters count: 20 || Log posterior: -255730.6418509025 || Iter Time:0.028004169464111328 || Total time:29.855499982833862 Loading and distributing data: 0.000830 seconds (141 allocations: 396.023 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255399.3632072126 || Iter Time:0.02470111846923828 || Total time:29.8802011013031 Iteration: 190 || Clusters count: 20 || Log posterior: -255381.82985306293 || Iter Time:0.023207902908325195 || Total time:29.903409004211426 Iteration: 191 || Clusters count: 20 || Log posterior: -255390.42691018214 || Iter Time:0.027604103088378906 || Total time:29.931013107299805 Iteration: 192 || Clusters count: 20 || Log posterior: -255367.4913547087 || Iter Time:0.022945165634155273 || Total time:29.95395827293396 Iteration: 193 || Clusters count: 20 || Log posterior: -255368.6620847129 || Iter Time:0.022500038146972656 || Total time:29.976458311080933 Iteration: 194 || Clusters count: 20 || Log posterior: -255366.26157514413 || Iter Time:0.022274017333984375 || Total time:29.998732328414917 Iteration: 195 || Clusters count: 20 || Log posterior: -255364.0388688773 || Iter Time:0.02754998207092285 || Total time:30.02628231048584 Iteration: 196 || Clusters count: 20 || Log posterior: -255368.447822697 || Iter Time:0.022409915924072266 || Total time:30.048692226409912 Iteration: 197 || Clusters count: 20 || Log posterior: -255379.17828763803 || Iter Time:0.022481918334960938 || Total time:30.071174144744873 Iteration: 198 || Clusters count: 20 || Log posterior: -255375.25260817268 || Iter Time:0.026860952377319336 || Total time:30.098035097122192 Iteration: 199 || Clusters count: 20 || Log posterior: -255366.22749054915 || Iter Time:0.022806882858276367 || Total time:30.12084197998047 Iteration: 200 || Clusters count: 20 || Log posterior: -255372.22681892433 || Iter Time:0.0223388671875 || Total time:30.14318084716797 Iteration: 201 || Clusters count: 20 || Log posterior: -255371.9060459557 || Iter Time:0.02246880531311035 || Total time:30.16564965248108 Iteration: 202 || Clusters count: 20 || Log posterior: -255374.23431822934 || Iter Time:0.026916027069091797 || Total time:30.19256567955017 Iteration: 203 || Clusters count: 20 || Log posterior: -255370.85300907618 || Iter Time:0.023141145706176758 || Total time:30.215706825256348 Iteration: 204 || Clusters count: 20 || Log posterior: -255375.67442132256 || Iter Time:0.024289846420288086 || Total time:30.239996671676636 Iteration: 205 || Clusters count: 20 || Log posterior: -255367.67887505374 || Iter Time:0.024938106536865234 || Total time:30.2649347782135 Iteration: 206 || Clusters count: 20 || Log posterior: -255365.84017395874 || Iter Time:0.03073906898498535 || Total time:30.295673847198486 Iteration: 207 || Clusters count: 20 || Log posterior: -255362.22498055783 || Iter Time:0.027307987213134766 || Total time:30.32298183441162 Iteration: 208 || Clusters count: 20 || Log posterior: -255362.22498055783 || Iter Time:0.02760910987854004 || Total time:30.35059094429016 Iteration: 209 || Clusters count: 20 || Log posterior: -255362.22498055783 || Iter Time:0.029633045196533203 || Total time:30.380223989486694 NMI: 0.7348870235528062 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m32.2s [6652, 30634, 3252, 35380, 91335, 94077, 87918, 63933, 22981, 57113, 6083, 20131, 95202, 80197, 8001, 83134, 14300, 155353, 43597, 727] Loading and distributing data: 0.000389 seconds (141 allocations: 13.211 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6449.369959602291 || Iter Time:3.9603090286254883 || Total time:3.9603090286254883 Iteration: 1 || Clusters count: 1 || Log posterior: -6449.369959602291 || Iter Time:0.0025479793548583984 || Total time:3.9628570079803467 Iteration: 2 || Clusters count: 1 || Log posterior: -6449.369959602291 || Iter Time:0.0017940998077392578 || Total time:3.964651107788086 Iteration: 3 || Clusters count: 1 || Log posterior: -6449.369959602291 || Iter Time:0.0016469955444335938 || Total time:3.9662981033325195 Iteration: 4 || Clusters count: 1 || Log posterior: -6449.369959602291 || Iter Time:0.0015721321105957031 || Total time:3.9678702354431152 Iteration: 5 || Clusters count: 1 || Log posterior: -6449.369959602291 || Iter Time:0.0014920234680175781 || Total time:3.969362258911133 Iteration: 6 || Clusters count: 1 || Log posterior: -6449.369959602291 || Iter Time:0.0014188289642333984 || Total time:3.970781087875366 Iteration: 7 || Clusters count: 1 || Log posterior: -6449.369959602291 || Iter Time:0.0014379024505615234 || Total time:3.9722189903259277 Iteration: 8 || Clusters count: 2 || Log posterior: -6117.193239108537 || Iter Time:0.14810609817504883 || Total time:4.120325088500977 Iteration: 9 || Clusters count: 2 || Log posterior: -6117.378253096729 || Iter Time:0.002090930938720703 || Total time:4.122416019439697 Iteration: 10 || Clusters count: 2 || Log posterior: -6111.309395680115 || Iter Time:0.0021920204162597656 || Total time:4.124608039855957 Iteration: 11 || Clusters count: 2 || Log posterior: -6113.03090128566 || Iter Time:0.0024361610412597656 || Total time:4.127044200897217 Iteration: 12 || Clusters count: 2 || Log posterior: -6120.190769459377 || Iter Time:0.0022249221801757812 || Total time:4.129269123077393 Iteration: 13 || Clusters count: 2 || Log posterior: -6130.199044291627 || Iter Time:0.0023610591888427734 || Total time:4.131630182266235 Iteration: 14 || Clusters count: 2 || Log posterior: -6113.685794151748 || Iter Time:0.002302885055541992 || 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Iteration: 22 || Clusters count: 4 || Log posterior: -5641.840163840229 || Iter Time:0.002755880355834961 || Total time:4.158035755157471 Iteration: 23 || Clusters count: 4 || Log posterior: -5612.352179172793 || Iter Time:0.002493143081665039 || Total time:4.160528898239136 Iteration: 24 || Clusters count: 4 || Log posterior: -5618.7072052954045 || Iter Time:0.002849102020263672 || Total time:4.163378000259399 Iteration: 25 || Clusters count: 4 || Log posterior: -5607.652108391661 || Iter Time:0.00273895263671875 || Total time:4.166116952896118 Iteration: 26 || Clusters count: 4 || Log posterior: -5591.599434405241 || Iter Time:0.002813100814819336 || Total time:4.1689300537109375 Iteration: 27 || Clusters count: 4 || Log posterior: -5589.463342901081 || Iter Time:0.0027561187744140625 || Total time:4.171686172485352 Iteration: 28 || Clusters count: 4 || Log posterior: -5592.121481888795 || Iter Time:0.08498191833496094 || Total time:4.2566680908203125 Iteration: 29 || Clusters count: 4 || Log posterior: -5609.069731804916 || Iter Time:0.0032579898834228516 || Total time:4.259926080703735 Iteration: 30 || Clusters count: 4 || Log posterior: -5583.398355729573 || Iter Time:1.3147881031036377 || Total time:5.574714183807373 false [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, 2, 2, 2, 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, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3] [1, 1, 1, 1, 1, 1, 1, 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, 2, 2, 2, 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, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3] Loading and distributing data: 0.000325 seconds (141 allocations: 13.242 KiB) Iteration: 31 || Clusters count: 5 || Log posterior: -5056.0785599123155 || Iter Time:0.03144383430480957 || Total time:5.606158018112183 Iteration: 32 || Clusters count: 5 || Log posterior: -5052.905889406181 || Iter Time:0.012056827545166016 || Total time:5.618214845657349 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 33 || Clusters count: 5 || Log posterior: -3938.9756988611102 || Iter Time:0.003979206085205078 || Total time:5.622194051742554 Iteration: 34 || Clusters count: 5 || Log posterior: -3929.589526457829 || Iter Time:0.012084007263183594 || Total time:5.634278059005737 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 35 || Clusters count: 6 || Log posterior: -3589.877383839034 || Iter Time:0.004900932312011719 || Total time:5.639178991317749 Iteration: 36 || Clusters count: 6 || Log posterior: -3545.944864944071 || Iter Time:0.014158964157104492 || Total time:5.6533379554748535 Loading and distributing data: 0.000185 seconds (141 allocations: 13.242 KiB) Iteration: 37 || Clusters count: 6 || Log posterior: -3559.235535055066 || Iter Time:0.004086017608642578 || Total time:5.657423973083496 Iteration: 38 || Clusters count: 6 || Log posterior: -3526.8361941167555 || Iter Time:0.014623880386352539 || Total time:5.672047853469849 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 39 || Clusters count: 6 || Log posterior: -3515.4667324664147 || Iter Time:0.0039598941802978516 || Total time:5.6760077476501465 Iteration: 40 || Clusters count: 6 || Log posterior: -3487.2703550936917 || Iter Time:0.014791011810302734 || Total time:5.690798759460449 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 41 || Clusters count: 6 || Log posterior: -3463.064391054343 || Iter Time:0.0043299198150634766 || Total time:5.695128679275513 Iteration: 42 || Clusters count: 6 || Log posterior: -3437.2343781040154 || Iter Time:0.015481948852539062 || Total time:5.710610628128052 Loading 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posterior: -3226.38862253343 || Iter Time:0.022613048553466797 || Total time:8.91324234008789 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 245 || Clusters count: 9 || Log posterior: -3237.3980145197434 || Iter Time:0.008199930191040039 || Total time:8.92144227027893 Iteration: 246 || Clusters count: 9 || Log posterior: -3184.3796167354685 || Iter Time:0.02254509925842285 || Total time:8.943987369537354 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 247 || Clusters count: 9 || Log posterior: -3174.9797728579865 || Iter Time:0.008358001708984375 || Total time:8.952345371246338 Iteration: 248 || Clusters count: 9 || Log posterior: -3136.5483294925134 || Iter Time:0.021510839462280273 || Total time:8.973856210708618 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 249 || Clusters count: 9 || Log posterior: -3198.24968977763 || Iter Time:0.007590055465698242 || Total 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posterior: -3196.44382527335 || Iter Time:0.02316904067993164 || Total time:9.325823545455933 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 273 || Clusters count: 9 || Log posterior: -3249.1602722479815 || Iter Time:0.007827997207641602 || Total time:9.333651542663574 Iteration: 274 || Clusters count: 9 || Log posterior: -3212.4530354589115 || Iter Time:0.024347782135009766 || Total time:9.357999324798584 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 275 || Clusters count: 9 || Log posterior: -3210.2164740093826 || Iter Time:0.008594036102294922 || Total time:9.366593360900879 Iteration: 276 || Clusters count: 9 || Log posterior: -3192.1189865609945 || Iter Time:0.025568008422851562 || Total time:9.39216136932373 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 277 || Clusters count: 9 || Log posterior: -3245.347604167413 || Iter Time:0.007945060729980469 || 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Log posterior: -3229.188433068585 || Iter Time:0.008233070373535156 || Total time:9.488669157028198 Iteration: 284 || Clusters count: 10 || Log posterior: -3202.296043118219 || Iter Time:0.02405095100402832 || Total time:9.512720108032227 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 285 || Clusters count: 9 || Log posterior: -3251.9188952978348 || Iter Time:0.008208990097045898 || Total time:9.520929098129272 Iteration: 286 || Clusters count: 9 || Log posterior: -3209.5937780976415 || Iter Time:0.022099971771240234 || Total time:9.543029069900513 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 287 || Clusters count: 9 || Log posterior: -3214.8407277037936 || Iter Time:0.00772404670715332 || Total time:9.550753116607666 Iteration: 288 || Clusters count: 9 || Log posterior: -3168.492331030964 || Iter Time:0.02195000648498535 || Total time:9.572703123092651 Loading and distributing data: 0.000191 seconds 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posterior: -3182.568810544743 || Iter Time:0.022105932235717773 || Total time:9.78240442276001 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 301 || Clusters count: 9 || Log posterior: -3251.068757186525 || Iter Time:0.008472919464111328 || Total time:9.790877342224121 Iteration: 302 || Clusters count: 9 || Log posterior: -3196.8961548234834 || Iter Time:0.023728132247924805 || Total time:9.814605474472046 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 303 || Clusters count: 9 || Log posterior: -3257.0829310968434 || Iter Time:0.007864952087402344 || Total time:9.822470426559448 Iteration: 304 || Clusters count: 9 || Log posterior: -3205.8946430247474 || Iter Time:0.02136993408203125 || Total time:9.84384036064148 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 305 || Clusters count: 9 || Log posterior: -3253.3934266365927 || Iter Time:0.008161067962646484 || 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Iteration: 328 || Clusters count: 9 || Log posterior: -3217.159035069137 || Iter Time:0.0218660831451416 || Total time:10.198934316635132 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 329 || Clusters count: 9 || Log posterior: -3184.946487798266 || Iter Time:0.00803995132446289 || Total time:10.206974267959595 Iteration: 330 || Clusters count: 9 || Log posterior: -3163.4069513116033 || Iter Time:0.02590012550354004 || Total time:10.232874393463135 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 331 || Clusters count: 9 || Log posterior: -3173.1337643227275 || Iter Time:0.008929014205932617 || Total time:10.241803407669067 Iteration: 332 || Clusters count: 9 || Log posterior: -3154.455170249521 || Iter Time:0.022674083709716797 || Total time:10.264477491378784 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 333 || Clusters count: 9 || Log posterior: -3252.1462230999873 || Iter Time:0.008279085159301758 || Total time:10.272756576538086 Iteration: 334 || Clusters count: 9 || Log posterior: -3213.9007845885967 || Iter Time:0.030241012573242188 || Total time:10.302997589111328 Loading and distributing data: 0.000182 seconds (141 allocations: 13.242 KiB) Iteration: 335 || Clusters count: 9 || Log posterior: -3230.3404548865856 || Iter Time:0.008091926574707031 || Total time:10.311089515686035 Iteration: 336 || Clusters count: 9 || Log posterior: -3209.5357911654437 || Iter Time:0.04383683204650879 || Total time:10.354926347732544 Loading and distributing data: 0.000192 seconds (141 allocations: 13.242 KiB) Iteration: 337 || Clusters count: 9 || Log posterior: -3223.178065243426 || Iter Time:0.007973909378051758 || Total time:10.362900257110596 Iteration: 338 || Clusters count: 9 || Log posterior: -3197.1446174596517 || Iter Time:0.021266937255859375 || Total time:10.384167194366455 Loading and distributing data: 0.000183 seconds (141 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posterior: -3223.1750900496772 || Iter Time:0.022767066955566406 || Total time:10.563168048858643 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 351 || Clusters count: 9 || Log posterior: -3217.061998558866 || Iter Time:0.008271217346191406 || Total time:10.571439266204834 Iteration: 352 || Clusters count: 9 || Log posterior: -3190.3714998927735 || Iter Time:0.021838903427124023 || Total time:10.593278169631958 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 353 || Clusters count: 9 || Log posterior: -3218.5271460607555 || Iter Time:0.009010076522827148 || Total time:10.602288246154785 Iteration: 354 || Clusters count: 9 || Log posterior: -3194.134600678244 || Iter Time:0.023833036422729492 || Total time:10.626121282577515 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 355 || Clusters count: 9 || Log posterior: -3213.896231168406 || Iter Time:0.00851297378540039 || Total time:10.634634256362915 Iteration: 356 || Clusters count: 9 || Log posterior: -3169.857484282491 || Iter Time:0.021713972091674805 || Total time:10.65634822845459 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 357 || Clusters count: 10 || Log posterior: -3175.1399660180227 || Iter Time:0.00897979736328125 || Total time:10.665328025817871 Iteration: 358 || Clusters count: 9 || Log posterior: -3138.233220561397 || Iter Time:0.023451805114746094 || Total time:10.688779830932617 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 359 || Clusters count: 9 || Log posterior: -3226.673825350437 || Iter Time:0.0075490474700927734 || Total time:10.69632887840271 Iteration: 360 || Clusters count: 9 || Log posterior: -3183.958605030289 || Iter Time:0.02182316780090332 || Total time:10.718152046203613 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 361 || Clusters count: 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Iteration: 639 || Clusters count: 12 || Log posterior: -3189.144634311511 || Iter Time:0.010671138763427734 || Total time:15.255355834960938 Iteration: 640 || Clusters count: 12 || Log posterior: -3138.760688121177 || Iter Time:0.02828693389892578 || Total time:15.283642768859863 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 641 || Clusters count: 12 || Log posterior: -3178.679996223931 || Iter Time:0.010590076446533203 || Total time:15.294232845306396 Iteration: 642 || Clusters count: 12 || Log posterior: -3120.4847548677626 || Iter Time:0.029952049255371094 || Total time:15.324184894561768 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 643 || Clusters count: 12 || Log posterior: -3143.2891327665056 || Iter Time:0.010363101959228516 || Total time:15.334547996520996 Iteration: 644 || Clusters count: 12 || Log posterior: -3094.0910319717855 || Iter Time:0.027549028396606445 || Total 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Iteration: 661 || Clusters count: 12 || Log posterior: -3207.8850836609913 || Iter Time:0.009908914566040039 || Total time:15.702548027038574 Iteration: 662 || Clusters count: 12 || Log posterior: -3155.732757514551 || Iter Time:0.02925586700439453 || Total time:15.731803894042969 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 663 || Clusters count: 12 || Log posterior: -3185.201407116842 || Iter Time:0.012306928634643555 || Total time:15.744110822677612 Iteration: 664 || Clusters count: 12 || Log posterior: -3145.2849330485496 || Iter Time:0.028445959091186523 || Total time:15.772556781768799 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 665 || Clusters count: 12 || Log posterior: -3124.5878529559564 || Iter Time:0.009982109069824219 || Total time:15.782538890838623 Iteration: 666 || Clusters count: 12 || Log posterior: -3083.087066943391 || Iter Time:0.02820587158203125 || Total 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Iteration: 683 || Clusters count: 12 || Log posterior: -3210.1474696112778 || Iter Time:0.01094818115234375 || Total time:16.15288472175598 Iteration: 684 || Clusters count: 12 || Log posterior: -3184.2846180466836 || Iter Time:0.028653860092163086 || Total time:16.181538581848145 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 685 || Clusters count: 12 || Log posterior: -3183.3687218141517 || Iter Time:0.009964942932128906 || Total time:16.191503524780273 Iteration: 686 || Clusters count: 12 || Log posterior: -3144.633925724764 || Iter Time:0.03069615364074707 || Total time:16.22219967842102 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 687 || Clusters count: 12 || Log posterior: -3139.001023117391 || Iter Time:0.00993800163269043 || Total time:16.23213768005371 Iteration: 688 || Clusters count: 12 || Log posterior: -3097.773935894507 || Iter Time:0.02994704246520996 || Total time:16.26208472251892 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-3105.466798220391 || Iter Time:0.029713869094848633 || Total time:16.381879329681396 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 695 || Clusters count: 12 || Log posterior: -3139.491860176497 || Iter Time:0.011713981628417969 || Total time:16.393593311309814 Iteration: 696 || Clusters count: 12 || Log posterior: -3100.2929110192467 || Iter Time:0.029213905334472656 || Total time:16.422807216644287 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 697 || Clusters count: 12 || Log posterior: -3154.401322024734 || Iter Time:0.010336160659790039 || Total time:16.433143377304077 Iteration: 698 || Clusters count: 12 || Log posterior: -3085.706862047245 || Iter Time:0.029829978942871094 || Total time:16.46297335624695 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 699 || Clusters count: 12 || Log posterior: -3104.8484043062535 || Iter Time:0.010535955429077148 || 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-3091.3550867941526 || Iter Time:0.02883291244506836 || Total time:16.8154559135437 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 717 || Clusters count: 12 || Log posterior: -3179.843254684987 || Iter Time:0.010426044464111328 || Total time:16.825881958007812 Iteration: 718 || Clusters count: 12 || Log posterior: -3140.1500545896097 || Iter Time:0.03477215766906738 || Total time:16.86065411567688 Loading and distributing data: 0.000211 seconds (141 allocations: 13.211 KiB) Iteration: 719 || Clusters count: 12 || Log posterior: -3186.1687787956807 || Iter Time:0.010411977767944336 || Total time:16.871066093444824 Iteration: 720 || Clusters count: 12 || Log posterior: -3129.0640969141737 || Iter Time:0.032173871994018555 || Total time:16.903239965438843 Loading and distributing data: 0.000209 seconds (141 allocations: 13.211 KiB) Iteration: 721 || Clusters count: 12 || Log posterior: -3126.6544084179327 || Iter Time:0.012780904769897461 || Total 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Iteration: 744 || Clusters count: 12 || Log posterior: -3105.111892072858 || Iter Time:0.029258012771606445 || Total time:17.432989835739136 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 745 || Clusters count: 12 || Log posterior: -3111.4765202473754 || Iter Time:0.010015010833740234 || Total time:17.443004846572876 Iteration: 746 || Clusters count: 12 || Log posterior: -3084.7696867252603 || Iter Time:0.029434919357299805 || Total time:17.472439765930176 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 747 || Clusters count: 12 || Log posterior: -3140.377764973224 || Iter Time:0.010959863662719727 || Total time:17.483399629592896 Iteration: 748 || Clusters count: 12 || Log posterior: -3080.698589629314 || Iter Time:0.028701066970825195 || Total time:17.51210069656372 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 749 || Clusters count: 12 || Log posterior: -3120.845384300136 || Iter Time:0.01101994514465332 || Total time:17.523120641708374 Iteration: 750 || Clusters count: 12 || Log posterior: -3102.6990044447352 || Iter Time:0.028992176055908203 || Total time:17.552112817764282 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 751 || Clusters count: 12 || Log posterior: -3114.4615588245924 || Iter Time:0.012221813201904297 || Total time:17.564334630966187 Iteration: 752 || Clusters count: 12 || Log posterior: -3088.363342869883 || Iter Time:0.03102707862854004 || Total time:17.595361709594727 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 753 || Clusters count: 12 || Log posterior: -3176.326627330281 || Iter Time:0.011545896530151367 || Total time:17.606907606124878 Iteration: 754 || Clusters count: 12 || Log posterior: -3138.1551048556385 || Iter Time:0.03246808052062988 || Total time:17.639375686645508 Loading and distributing data: 0.000193 seconds (141 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Log posterior: -3136.0355925420085 || Iter Time:0.028187990188598633 || Total time:17.882490873336792 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 767 || Clusters count: 12 || Log posterior: -3136.758318806821 || Iter Time:0.009922027587890625 || Total time:17.892412900924683 Iteration: 768 || Clusters count: 12 || Log posterior: -3090.641710154966 || Iter Time:0.05045008659362793 || Total time:17.94286298751831 Loading and distributing data: 0.000212 seconds (141 allocations: 13.211 KiB) Iteration: 769 || Clusters count: 12 || Log posterior: -3123.197225942054 || Iter Time:0.010462045669555664 || Total time:17.953325033187866 Iteration: 770 || Clusters count: 12 || Log posterior: -3079.829358544136 || Iter Time:0.02921891212463379 || Total time:17.9825439453125 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 771 || Clusters count: 12 || Log posterior: -3084.478795829566 || Iter 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Iteration: 777 || Clusters count: 12 || Log posterior: -3090.318732053161 || Iter Time:0.011617898941040039 || Total time:18.117576837539673 Iteration: 778 || Clusters count: 12 || Log posterior: -3049.1719414052222 || Iter Time:0.03053903579711914 || Total time:18.148115873336792 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 779 || Clusters count: 12 || Log posterior: -3065.0680968019124 || Iter Time:0.011636972427368164 || Total time:18.15975284576416 Iteration: 780 || Clusters count: 12 || Log posterior: -3032.683468628564 || Iter Time:0.029514074325561523 || Total time:18.18926692008972 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 781 || Clusters count: 12 || Log posterior: -3106.0521575200382 || Iter Time:0.011766910552978516 || Total time:18.2010338306427 Iteration: 782 || Clusters count: 12 || Log posterior: -3050.4490769404665 || Iter Time:0.029986858367919922 || Total time:18.23102068901062 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 783 || Clusters count: 12 || Log posterior: -3138.8689963908914 || Iter Time:0.011561870574951172 || Total time:18.24258255958557 Iteration: 784 || Clusters count: 12 || Log posterior: -3106.3919190302054 || Iter Time:0.029905080795288086 || Total time:18.27248764038086 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 785 || Clusters count: 12 || Log posterior: -3176.76694575819 || Iter Time:0.011121988296508789 || Total time:18.283609628677368 Iteration: 786 || Clusters count: 12 || Log posterior: -3129.7887438550747 || Iter Time:0.031239032745361328 || Total time:18.31484866142273 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 787 || Clusters count: 12 || Log posterior: -3156.4277868118743 || Iter Time:0.011678934097290039 || Total time:18.32652759552002 Iteration: 788 || Clusters count: 12 || Log posterior: -3108.938748242159 || Iter Time:0.03194093704223633 || Total time:18.358468532562256 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 789 || Clusters count: 12 || Log posterior: -3127.7744836789902 || Iter Time:0.011726856231689453 || Total time:18.370195388793945 Iteration: 790 || Clusters count: 12 || Log posterior: -3092.596902083772 || Iter Time:0.03373599052429199 || Total time:18.403931379318237 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 791 || Clusters count: 13 || Log posterior: -3117.8429839579717 || Iter Time:0.012388944625854492 || Total time:18.416320323944092 Iteration: 792 || Clusters count: 13 || Log posterior: -3072.1363529080377 || Iter Time:0.03138113021850586 || Total time:18.447701454162598 Loading and distributing data: 0.000214 seconds (141 allocations: 13.211 KiB) Iteration: 793 || Clusters count: 13 || Log posterior: -3095.0919117327608 || Iter Time:0.011142969131469727 || 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12 || Log posterior: -3118.8541482929086 || Iter Time:0.010066986083984375 || Total time:18.60502862930298 Iteration: 800 || Clusters count: 12 || Log posterior: -3082.209815142609 || Iter Time:0.027076005935668945 || Total time:18.632104635238647 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 801 || Clusters count: 12 || Log posterior: -3154.104716853453 || Iter Time:0.010684967041015625 || Total time:18.642789602279663 Iteration: 802 || Clusters count: 12 || Log posterior: -3101.6119577508084 || Iter Time:0.02931809425354004 || Total time:18.672107696533203 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 803 || Clusters count: 12 || Log posterior: -3126.446471983017 || Iter Time:0.010864973068237305 || Total time:18.68297266960144 Iteration: 804 || Clusters count: 12 || Log posterior: -3092.1660303398803 || Iter Time:0.029378175735473633 || Total time:18.712350845336914 Loading and distributing data: 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Iteration: 816 || Clusters count: 12 || Log posterior: -3133.9290248743623 || Iter Time:0.02941584587097168 || Total time:18.967365980148315 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 817 || Clusters count: 12 || Log posterior: -3152.7129235762004 || Iter Time:0.01108694076538086 || Total time:18.978452920913696 Iteration: 818 || Clusters count: 12 || Log posterior: -3120.3666444691485 || Iter Time:0.029490947723388672 || Total time:19.007943868637085 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 819 || Clusters count: 12 || Log posterior: -3163.002560699812 || Iter Time:0.011631011962890625 || Total time:19.019574880599976 Iteration: 820 || Clusters count: 12 || Log posterior: -3107.0048972753543 || Iter Time:0.030222177505493164 || Total time:19.04979705810547 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 821 || Clusters count: 12 || Log posterior: -3124.3460795260166 || Iter Time:0.012019872665405273 || Total time:19.061816930770874 Iteration: 822 || Clusters count: 12 || Log posterior: -3100.5253902670065 || Iter Time:0.030067920684814453 || Total time:19.09188485145569 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 823 || Clusters count: 12 || Log posterior: -3132.0527666124626 || Iter Time:0.01155400276184082 || Total time:19.10343885421753 Iteration: 824 || Clusters count: 12 || Log posterior: -3084.369133884057 || Iter Time:0.02776479721069336 || Total time:19.131203651428223 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 825 || Clusters count: 12 || Log posterior: -3155.5070040865326 || Iter Time:0.010092020034790039 || Total time:19.141295671463013 Iteration: 826 || Clusters count: 12 || Log posterior: -3110.8918906785584 || Iter Time:0.03093099594116211 || Total time:19.172226667404175 Loading and distributing data: 0.000188 seconds (141 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Log posterior: -3096.361778473737 || Iter Time:0.029595136642456055 || Total time:19.483393669128418 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 839 || Clusters count: 12 || Log posterior: -3112.121502640795 || Iter Time:0.011403799057006836 || Total time:19.494797468185425 Iteration: 840 || Clusters count: 12 || Log posterior: -3077.3220782026833 || Iter Time:0.03195619583129883 || Total time:19.526753664016724 Loading and distributing data: 0.000207 seconds (141 allocations: 13.211 KiB) Iteration: 841 || Clusters count: 12 || Log posterior: -3149.935390693962 || Iter Time:0.011775016784667969 || Total time:19.53852868080139 Iteration: 842 || Clusters count: 12 || Log posterior: -3107.3237804019227 || Iter Time:0.030469894409179688 || Total time:19.56899857521057 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 843 || Clusters count: 12 || Log posterior: -3119.070910836879 || Iter 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Iteration: 849 || Clusters count: 12 || Log posterior: -3135.5012670004926 || Iter Time:0.011083126068115234 || Total time:19.706976890563965 Iteration: 850 || Clusters count: 12 || Log posterior: -3082.765864687299 || Iter Time:0.027842044830322266 || Total time:19.734818935394287 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 851 || Clusters count: 12 || Log posterior: -3109.29256599795 || Iter Time:0.011478900909423828 || Total time:19.74629783630371 Iteration: 852 || Clusters count: 12 || Log posterior: -3066.2518610873562 || Iter Time:0.028928041458129883 || Total time:19.77522587776184 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 853 || Clusters count: 12 || Log posterior: -3088.2848815522193 || Iter Time:0.010915040969848633 || Total time:19.78614091873169 Iteration: 854 || Clusters count: 12 || Log posterior: -3050.5554950348924 || Iter Time:0.02894902229309082 || Total time:19.81508994102478 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-3121.1013721973086 || Iter Time:0.02824091911315918 || Total time:24.38909602165222 Loading and distributing data: 0.000204 seconds (141 allocations: 13.242 KiB) Iteration: 1071 || Clusters count: 12 || Log posterior: -3115.42814889181 || Iter Time:0.010885953903198242 || Total time:24.39998197555542 Iteration: 1072 || Clusters count: 12 || Log posterior: -3075.430817999389 || Iter Time:0.03026294708251953 || Total time:24.43024492263794 Loading and distributing data: 0.000267 seconds (141 allocations: 13.211 KiB) Iteration: 1073 || Clusters count: 12 || Log posterior: -3137.3663638428357 || Iter Time:0.010944128036499023 || Total time:24.44118905067444 Iteration: 1074 || Clusters count: 12 || Log posterior: -3079.716301031497 || Iter Time:0.030431032180786133 || Total time:24.471620082855225 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1075 || Clusters count: 12 || Log posterior: -3164.664456748552 || Iter Time:0.04774808883666992 || Total 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Iteration: 1164 || Clusters count: 12 || Log posterior: -3070.3788094688634 || Iter Time:0.031080007553100586 || Total time:27.01020050048828 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1165 || Clusters count: 12 || Log posterior: -3071.249373553314 || Iter Time:0.010424137115478516 || Total time:27.02062463760376 Iteration: 1166 || Clusters count: 12 || Log posterior: -3042.828516845643 || Iter Time:0.033373117446899414 || Total time:27.05399775505066 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1167 || Clusters count: 12 || Log posterior: -3078.863376862405 || Iter Time:0.012251138687133789 || Total time:27.066248893737793 Iteration: 1168 || Clusters count: 12 || Log posterior: -3037.7723422681674 || Iter Time:0.03102707862854004 || Total time:27.097275972366333 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1169 || Clusters count: 12 || Log posterior: 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Iteration: 1197 || Clusters count: 12 || Log posterior: -3108.1869390165016 || Iter Time:0.012120962142944336 || Total time:27.786242246627808 Iteration: 1198 || Clusters count: 12 || Log posterior: -3062.628955665271 || Iter Time:0.03425312042236328 || Total time:27.82049536705017 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1199 || Clusters count: 12 || Log posterior: -3134.336297489379 || Iter Time:0.012498855590820312 || Total time:27.83299422264099 Iteration: 1200 || Clusters count: 12 || Log posterior: -3090.9872713036334 || Iter Time:0.03235912322998047 || Total time:27.86535334587097 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1201 || Clusters count: 12 || Log posterior: -3082.943809764139 || Iter Time:0.012819051742553711 || Total time:27.878172397613525 Iteration: 1202 || Clusters count: 12 || Log posterior: -3047.4896296661673 || Iter Time:0.03323507308959961 || Total 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|| Log posterior: -3064.6331425188037 || Iter Time:0.026994943618774414 || Total time:28.58198070526123 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1231 || Clusters count: 12 || Log posterior: -3111.545314342736 || Iter Time:0.010360002517700195 || Total time:28.59234070777893 Iteration: 1232 || Clusters count: 12 || Log posterior: -3065.2316754188682 || Iter Time:0.031061172485351562 || Total time:28.623401880264282 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1233 || Clusters count: 12 || Log posterior: -3087.888892463786 || Iter Time:0.011609792709350586 || Total time:28.635011672973633 Iteration: 1234 || Clusters count: 12 || Log posterior: -3068.1058326129546 || Iter Time:0.026705026626586914 || Total time:28.66171669960022 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1235 || Clusters count: 12 || Log posterior: -3127.2080103297826 || Iter 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Iteration: 1241 || Clusters count: 12 || Log posterior: -3109.94202136705 || Iter Time:0.010925054550170898 || Total time:28.79476261138916 Iteration: 1242 || Clusters count: 12 || Log posterior: -3060.568626874992 || Iter Time:0.030399084091186523 || Total time:28.825161695480347 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1243 || Clusters count: 12 || Log posterior: -3126.040428633327 || Iter Time:0.010354042053222656 || Total time:28.83551573753357 Iteration: 1244 || Clusters count: 12 || Log posterior: -3097.5722456464005 || Iter Time:0.028664112091064453 || Total time:28.864179849624634 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1245 || Clusters count: 12 || Log posterior: -3182.0565867305386 || Iter Time:0.010895013809204102 || Total time:28.875074863433838 Iteration: 1246 || Clusters count: 12 || Log posterior: -3134.754194137519 || Iter Time:0.03251194953918457 || Total 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-3158.0303961010413 || Iter Time:0.010605096817016602 || Total time:29.602530241012573 Iteration: 1280 || Clusters count: 12 || Log posterior: -3124.990128212188 || Iter Time:0.02865004539489746 || Total time:29.63118028640747 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1281 || Clusters count: 12 || Log posterior: -3129.927865901272 || Iter Time:0.009949207305908203 || Total time:29.64112949371338 Iteration: 1282 || Clusters count: 12 || Log posterior: -3090.130193273297 || Iter Time:0.02823781967163086 || Total time:29.66936731338501 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1283 || Clusters count: 12 || Log posterior: -3083.147838698734 || Iter Time:0.010178089141845703 || Total time:29.679545402526855 Iteration: 1284 || Clusters count: 12 || Log posterior: -3055.7785683423613 || Iter Time:0.028230905532836914 || Total time:29.707776308059692 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1285 || Clusters count: 12 || Log posterior: -3115.42586675106 || Iter Time:0.010085105895996094 || Total time:29.71786141395569 Iteration: 1286 || Clusters count: 12 || Log posterior: -3073.376933860881 || Iter Time:0.029020071029663086 || Total time:29.74688148498535 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1287 || Clusters count: 12 || Log posterior: -3119.6830336125727 || Iter Time:0.011224031448364258 || Total time:29.758105516433716 Iteration: 1288 || Clusters count: 12 || Log posterior: -3090.4308848790392 || Iter Time:0.03237318992614746 || Total time:29.790478706359863 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1289 || Clusters count: 12 || Log posterior: -3110.2817682686264 || Iter Time:0.011425971984863281 || Total time:29.801904678344727 Iteration: 1290 || Clusters count: 12 || Log posterior: -3067.2706896295817 || Iter 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time:29.929871559143066 Iteration: 1296 || Clusters count: 12 || Log posterior: -3145.1592273512424 || Iter Time:0.03267693519592285 || Total time:29.96254849433899 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1297 || Clusters count: 12 || Log posterior: -3145.9298681141117 || Iter Time:0.010973215103149414 || Total time:29.97352170944214 Iteration: 1298 || Clusters count: 12 || Log posterior: -3099.0815917005034 || Iter Time:0.027699947357177734 || Total time:30.001221656799316 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1299 || Clusters count: 12 || Log posterior: -3128.712026772742 || Iter Time:0.010109901428222656 || Total time:30.01133155822754 Iteration: 1300 || Clusters count: 12 || Log posterior: -3086.8528979100474 || Iter Time:0.02690887451171875 || Total time:30.038240432739258 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1301 || Clusters 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-3088.3623050134897 || Iter Time:0.03075408935546875 || Total time:30.31571674346924 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1313 || Clusters count: 12 || Log posterior: -3115.768198796503 || Iter Time:0.01102590560913086 || Total time:30.32674264907837 Iteration: 1314 || Clusters count: 12 || Log posterior: -3081.884828787345 || Iter Time:0.032330989837646484 || Total time:30.359073638916016 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1315 || Clusters count: 12 || Log posterior: -3082.5521472126156 || Iter Time:0.011001825332641602 || Total time:30.370075464248657 Iteration: 1316 || Clusters count: 12 || Log posterior: -3042.6411214768796 || Iter Time:0.030864953994750977 || Total time:30.400940418243408 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1317 || Clusters count: 12 || Log posterior: -3136.4215808894446 || Iter Time:0.011243104934692383 || 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12 || Log posterior: -3155.013527585268 || Iter Time:0.012209892272949219 || Total time:30.54335045814514 Iteration: 1324 || Clusters count: 12 || Log posterior: -3098.131409756016 || Iter Time:0.030460119247436523 || Total time:30.573810577392578 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1325 || Clusters count: 12 || Log posterior: -3110.5032933125963 || Iter Time:0.012224197387695312 || Total time:30.586034774780273 Iteration: 1326 || Clusters count: 12 || Log posterior: -3085.9733734600454 || Iter Time:0.030961990356445312 || Total time:30.61699676513672 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1327 || Clusters count: 12 || Log posterior: -3172.233002148321 || Iter Time:0.012197017669677734 || Total time:30.629193782806396 Iteration: 1328 || Clusters count: 12 || Log posterior: -3126.1645695753145 || Iter Time:0.029600143432617188 || Total time:30.658793926239014 Loading and distributing 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|| Log posterior: -3156.4013328339975 || Iter Time:0.011475086212158203 || Total time:31.03502106666565 Iteration: 1346 || Clusters count: 12 || Log posterior: -3105.0606461892435 || Iter Time:0.0303652286529541 || Total time:31.065386295318604 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1347 || Clusters count: 12 || Log posterior: -3125.2059815701746 || Iter Time:0.011284112930297852 || Total time:31.0766704082489 Iteration: 1348 || Clusters count: 12 || Log posterior: -3089.532406026089 || Iter Time:0.03264594078063965 || Total time:31.10931634902954 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1349 || Clusters count: 12 || Log posterior: -3150.0630085743396 || Iter Time:0.010857105255126953 || Total time:31.120173454284668 Iteration: 1350 || Clusters count: 12 || Log posterior: -3109.4541957966658 || Iter Time:0.02968120574951172 || Total time:31.14985466003418 Loading and distributing data: 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-3147.6538738434456 || Iter Time:0.010251045227050781 || Total time:32.39118218421936 Iteration: 1412 || Clusters count: 13 || Log posterior: -3102.4656349412194 || Iter Time:0.02820897102355957 || Total time:32.41939115524292 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1413 || Clusters count: 13 || Log posterior: -3143.397431288668 || Iter Time:0.009945869445800781 || Total time:32.42933702468872 Iteration: 1414 || Clusters count: 13 || Log posterior: -3085.54681179285 || Iter Time:0.02855515480041504 || Total time:32.457892179489136 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1415 || Clusters count: 13 || Log posterior: -3208.6643207854086 || Iter Time:0.009916067123413086 || Total time:32.46780824661255 Iteration: 1416 || Clusters count: 13 || Log posterior: -3157.798603571 || Iter Time:0.0290219783782959 || Total time:32.496830224990845 Loading and distributing data: 0.000174 seconds (141 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12 || Log posterior: -3098.5152176841416 || Iter Time:0.028480052947998047 || Total time:32.8053662776947 Loading and distributing data: 0.000179 seconds (141 allocations: 13.242 KiB) Iteration: 1429 || Clusters count: 12 || Log posterior: -3105.4096303144966 || Iter Time:0.010670900344848633 || Total time:32.81603717803955 Iteration: 1430 || Clusters count: 12 || Log posterior: -3065.4757183373645 || Iter Time:0.02824711799621582 || Total time:32.84428429603577 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1431 || Clusters count: 13 || Log posterior: -3113.6149129905875 || Iter Time:0.011819124221801758 || Total time:32.85610342025757 Iteration: 1432 || Clusters count: 13 || Log posterior: -3074.7635618394365 || Iter Time:0.030968904495239258 || Total time:32.88707232475281 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1433 || Clusters count: 13 || Log posterior: -3094.7040379626487 || Iter 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Iteration: 1439 || Clusters count: 12 || Log posterior: -3140.7696985927096 || Iter Time:0.01061391830444336 || Total time:33.01741409301758 Iteration: 1440 || Clusters count: 12 || Log posterior: -3106.741080433911 || Iter Time:0.028074026107788086 || Total time:33.045488119125366 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1441 || Clusters count: 12 || Log posterior: -3190.232362112398 || Iter Time:0.010237932205200195 || Total time:33.055726051330566 Iteration: 1442 || Clusters count: 12 || Log posterior: -3137.1702424650553 || Iter Time:0.02817988395690918 || Total time:33.083905935287476 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1443 || Clusters count: 12 || Log posterior: -3146.0713358156963 || Iter Time:0.010465145111083984 || Total time:33.09437108039856 Iteration: 1444 || Clusters count: 12 || Log posterior: -3114.486920427137 || Iter Time:0.028107881546020508 || Total 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Iteration: 1461 || Clusters count: 12 || Log posterior: -3070.9296317169337 || Iter Time:0.009947061538696289 || Total time:33.46387314796448 Iteration: 1462 || Clusters count: 12 || Log posterior: -3038.4956614844223 || Iter Time:0.02766895294189453 || Total time:33.49154210090637 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1463 || Clusters count: 12 || Log posterior: -3123.4401122548516 || Iter Time:0.011369943618774414 || Total time:33.50291204452515 Iteration: 1464 || Clusters count: 12 || Log posterior: -3079.07735712604 || Iter Time:0.028606891632080078 || Total time:33.53151893615723 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1465 || Clusters count: 12 || Log posterior: -3132.5585522294878 || Iter Time:0.010627031326293945 || Total time:33.54214596748352 Iteration: 1466 || Clusters count: 12 || Log posterior: -3109.7741898113654 || Iter Time:0.029371023178100586 || Total 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Iteration: 1483 || Clusters count: 12 || Log posterior: -3160.803895269356 || Iter Time:0.013607025146484375 || Total time:33.8990957736969 Iteration: 1484 || Clusters count: 12 || Log posterior: -3110.5141490604 || Iter Time:0.03211188316345215 || Total time:33.93120765686035 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1485 || Clusters count: 12 || Log posterior: -3146.5207392406946 || Iter Time:0.01169896125793457 || Total time:33.942906618118286 Iteration: 1486 || Clusters count: 12 || Log posterior: -3105.998568422071 || Iter Time:0.056593894958496094 || Total time:33.99950051307678 Loading and distributing data: 0.000353 seconds (141 allocations: 13.242 KiB) Iteration: 1487 || Clusters count: 12 || Log posterior: -3148.3847392111 || Iter Time:0.011039018630981445 || Total time:34.010539531707764 Iteration: 1488 || Clusters count: 12 || Log posterior: -3100.4382761190936 || Iter Time:0.028221845626831055 || Total time:34.038761377334595 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12 || Log posterior: -3198.544582238953 || Iter Time:0.011349916458129883 || Total time:34.37776207923889 Iteration: 1506 || Clusters count: 12 || Log posterior: -3129.477144092247 || Iter Time:0.029829978942871094 || Total time:34.40759205818176 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1507 || Clusters count: 12 || Log posterior: -3153.687329084401 || Iter Time:0.011474847793579102 || Total time:34.41906690597534 Iteration: 1508 || Clusters count: 12 || Log posterior: -3086.6449760502674 || Iter Time:0.029736995697021484 || Total time:34.44880390167236 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1509 || Clusters count: 12 || Log posterior: -3147.3356161000547 || Iter Time:0.011529922485351562 || Total time:34.460333824157715 Iteration: 1510 || Clusters count: 12 || Log posterior: -3110.46357549622 || Iter Time:0.029360055923461914 || Total time:34.48969388008118 Loading and distributing data: 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Iteration: 1522 || Clusters count: 12 || Log posterior: -3121.452189886017 || Iter Time:0.02991199493408203 || Total time:34.76565432548523 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1523 || Clusters count: 12 || Log posterior: -3154.4609037957507 || Iter Time:0.011809825897216797 || Total time:34.777464151382446 Iteration: 1524 || Clusters count: 12 || Log posterior: -3119.0200557704184 || Iter Time:0.02917003631591797 || Total time:34.806634187698364 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1525 || Clusters count: 12 || Log posterior: -3161.8239654536374 || Iter Time:0.011463165283203125 || Total time:34.81809735298157 Iteration: 1526 || Clusters count: 12 || Log posterior: -3112.3956523327292 || Iter Time:0.029449939727783203 || Total time:34.84754729270935 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1527 || Clusters count: 12 || Log posterior: 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Iteration: 1555 || Clusters count: 12 || Log posterior: -3115.2303243168294 || Iter Time:0.010888099670410156 || Total time:35.47375702857971 Iteration: 1556 || Clusters count: 12 || Log posterior: -3089.7752120901446 || Iter Time:0.027812957763671875 || Total time:35.501569986343384 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1557 || Clusters count: 12 || Log posterior: -3175.217254295317 || Iter Time:0.011088132858276367 || Total time:35.51265811920166 Iteration: 1558 || Clusters count: 12 || Log posterior: -3133.300615749599 || Iter Time:0.030174970626831055 || Total time:35.54283308982849 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1559 || Clusters count: 12 || Log posterior: -3140.897426091198 || Iter Time:0.010091781616210938 || Total time:35.5529248714447 Iteration: 1560 || Clusters count: 12 || Log posterior: -3102.4415644442533 || Iter Time:0.028666973114013672 || Total 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12 || Log posterior: -3129.581766236168 || Iter Time:0.028707027435302734 || Total time:35.706114053726196 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1567 || Clusters count: 12 || Log posterior: -3124.468643415812 || Iter Time:0.011420965194702148 || Total time:35.7175350189209 Iteration: 1568 || Clusters count: 12 || Log posterior: -3096.691663765074 || Iter Time:0.028403043746948242 || Total time:35.74593806266785 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1569 || Clusters count: 12 || Log posterior: -3201.692619288811 || Iter Time:0.01086878776550293 || Total time:35.75680685043335 Iteration: 1570 || Clusters count: 12 || Log posterior: -3160.7755004280184 || Iter Time:0.02828502655029297 || Total time:35.78509187698364 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1571 || Clusters count: 13 || Log posterior: -3180.74266634728 || Iter 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Iteration: 1577 || Clusters count: 12 || Log posterior: -3109.821426934633 || Iter Time:0.016353845596313477 || Total time:35.920480251312256 Iteration: 1578 || Clusters count: 12 || Log posterior: -3082.4490392769926 || Iter Time:0.025487899780273438 || Total time:35.94596815109253 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1579 || Clusters count: 12 || Log posterior: -3138.355885013635 || Iter Time:0.009684085845947266 || Total time:35.95565223693848 Iteration: 1580 || Clusters count: 12 || Log posterior: -3091.749559211181 || Iter Time:0.027189016342163086 || Total time:35.98284125328064 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1581 || Clusters count: 12 || Log posterior: -3126.2172596977916 || Iter Time:0.011844158172607422 || Total time:35.99468541145325 Iteration: 1582 || Clusters count: 12 || Log posterior: -3084.305337958113 || Iter Time:0.03197813034057617 || Total 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Iteration: 1599 || Clusters count: 12 || Log posterior: -3178.0607455627774 || Iter Time:0.011744976043701172 || Total time:36.38247036933899 Iteration: 1600 || Clusters count: 12 || Log posterior: -3143.8489122494007 || Iter Time:0.025305986404418945 || Total time:36.40777635574341 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 1601 || Clusters count: 12 || Log posterior: -3183.9533971292612 || Iter Time:0.009375810623168945 || Total time:36.41715216636658 Iteration: 1602 || Clusters count: 12 || Log posterior: -3148.6613027856843 || Iter Time:0.02547001838684082 || Total time:36.44262218475342 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1603 || Clusters count: 12 || Log posterior: -3099.975218803142 || Iter Time:0.01036691665649414 || Total time:36.45298910140991 Iteration: 1604 || Clusters count: 12 || Log posterior: -3072.787446677482 || Iter Time:0.025153160095214844 || Total 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Iteration: 1621 || Clusters count: 12 || Log posterior: -3127.146091896679 || Iter Time:0.010914087295532227 || Total time:36.82130265235901 Iteration: 1622 || Clusters count: 12 || Log posterior: -3076.207481224607 || Iter Time:0.028620004653930664 || Total time:36.84992265701294 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1623 || Clusters count: 12 || Log posterior: -3159.0655163520764 || Iter Time:0.010550975799560547 || Total time:36.8604736328125 Iteration: 1624 || Clusters count: 12 || Log posterior: -3121.3654861790064 || Iter Time:0.029183149337768555 || Total time:36.88965678215027 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1625 || Clusters count: 12 || Log posterior: -3213.057690142999 || Iter Time:0.011986017227172852 || Total time:36.90164279937744 Iteration: 1626 || Clusters count: 12 || Log posterior: -3156.80059556718 || Iter Time:0.02944207191467285 || Total 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Iteration: 1643 || Clusters count: 12 || Log posterior: -3090.1213803141777 || Iter Time:0.012099981307983398 || Total time:37.265864849090576 Iteration: 1644 || Clusters count: 12 || Log posterior: -3049.300344914867 || Iter Time:0.02748703956604004 || Total time:37.293351888656616 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1645 || Clusters count: 12 || Log posterior: -3109.008847341191 || Iter Time:0.010901212692260742 || Total time:37.30425310134888 Iteration: 1646 || Clusters count: 12 || Log posterior: -3071.100063357545 || Iter Time:0.0279691219329834 || Total time:37.33222222328186 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1647 || Clusters count: 12 || Log posterior: -3146.06666889344 || Iter Time:0.011192083358764648 || Total time:37.343414306640625 Iteration: 1648 || Clusters count: 12 || Log posterior: -3100.3314543279903 || Iter Time:0.02770686149597168 || Total time:37.3711211681366 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-3106.8412392597743 || Iter Time:0.028937101364135742 || Total time:37.515191316604614 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1655 || Clusters count: 12 || Log posterior: -3120.041390832149 || Iter Time:0.010832071304321289 || Total time:37.526023387908936 Iteration: 1656 || Clusters count: 12 || Log posterior: -3087.889983702184 || Iter Time:0.028768062591552734 || Total time:37.55479145050049 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1657 || Clusters count: 12 || Log posterior: -3141.7484526144885 || Iter Time:0.01184391975402832 || Total time:37.56663537025452 Iteration: 1658 || Clusters count: 12 || Log posterior: -3072.157460574695 || Iter Time:0.03059101104736328 || Total time:37.59722638130188 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1659 || Clusters count: 12 || Log posterior: -3144.2592999897806 || Iter Time:0.011931180953979492 || 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-3055.7506102414845 || Iter Time:0.02993011474609375 || Total time:37.975505352020264 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1677 || Clusters count: 12 || Log posterior: -3060.796946609362 || Iter Time:0.01180887222290039 || Total time:37.987314224243164 Iteration: 1678 || Clusters count: 12 || Log posterior: -3027.4705604796777 || Iter Time:0.029588937759399414 || Total time:38.01690316200256 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1679 || Clusters count: 12 || Log posterior: -3101.1379930096796 || Iter Time:0.011774063110351562 || Total time:38.028677225112915 Iteration: 1680 || Clusters count: 12 || Log posterior: -3075.5162501564555 || Iter Time:0.0298001766204834 || Total time:38.0584774017334 Loading and distributing data: 0.000209 seconds (141 allocations: 13.211 KiB) Iteration: 1681 || Clusters count: 12 || Log posterior: -3171.715311863689 || Iter Time:0.012671947479248047 || 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Total time:38.534494161605835 Iteration: 1704 || Clusters count: 12 || Log posterior: -3054.369759904164 || Iter Time:0.027988910675048828 || Total time:38.562483072280884 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1705 || Clusters count: 12 || Log posterior: -3095.487629136178 || Iter Time:0.010395050048828125 || Total time:38.57287812232971 Iteration: 1706 || Clusters count: 12 || Log posterior: -3074.593292664201 || Iter Time:0.027044057846069336 || Total time:38.59992218017578 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1707 || Clusters count: 12 || Log posterior: -3078.5050189968138 || Iter Time:0.010954856872558594 || Total time:38.61087703704834 Iteration: 1708 || Clusters count: 12 || Log posterior: -3042.4605055382553 || Iter Time:0.027415037155151367 || Total time:38.63829207420349 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1709 || Clusters 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Time:0.053450822830200195 || Total time:38.91182494163513 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1721 || Clusters count: 12 || Log posterior: -3166.8387335518387 || Iter Time:0.010620832443237305 || Total time:38.92244577407837 Iteration: 1722 || Clusters count: 12 || Log posterior: -3124.4056287887947 || Iter Time:0.028619050979614258 || Total time:38.95106482505798 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1723 || Clusters count: 12 || Log posterior: -3168.9102343030513 || Iter Time:0.010361909866333008 || Total time:38.961426734924316 Iteration: 1724 || Clusters count: 12 || Log posterior: -3138.1036975254797 || Iter Time:0.02927994728088379 || Total time:38.9907066822052 Loading and distributing data: 0.000175 seconds (141 allocations: 13.242 KiB) Iteration: 1725 || Clusters count: 12 || Log posterior: -3145.1197413609048 || Iter Time:0.011530160903930664 || Total time:39.00223684310913 Iteration: 1726 || Clusters count: 12 || Log posterior: -3104.8139248860134 || Iter Time:0.028927087783813477 || Total time:39.031163930892944 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1727 || Clusters count: 12 || Log posterior: -3115.01396398471 || Iter Time:0.01115107536315918 || Total time:39.0423150062561 Iteration: 1728 || Clusters count: 12 || Log posterior: -3083.6474035061024 || Iter Time:0.028572797775268555 || Total time:39.07088780403137 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1729 || Clusters count: 12 || Log posterior: -3186.8302408782665 || Iter Time:0.011717081069946289 || Total time:39.08260488510132 Iteration: 1730 || Clusters count: 12 || Log posterior: -3140.4358006140396 || Iter Time:0.030344009399414062 || Total time:39.11294889450073 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1731 || Clusters count: 12 || Log posterior: 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Iteration: 1759 || Clusters count: 12 || Log posterior: -3123.662568718743 || Iter Time:0.012032032012939453 || Total time:39.72935938835144 Iteration: 1760 || Clusters count: 12 || Log posterior: -3102.478473680494 || Iter Time:0.03028702735900879 || Total time:39.75964641571045 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1761 || Clusters count: 12 || Log posterior: -3091.2633978522363 || Iter Time:0.011715888977050781 || Total time:39.7713623046875 Iteration: 1762 || Clusters count: 12 || Log posterior: -3056.413088273911 || Iter Time:0.02983999252319336 || Total time:39.80120229721069 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1763 || Clusters count: 12 || Log posterior: -3052.2901987798423 || Iter Time:0.011818170547485352 || Total time:39.81302046775818 Iteration: 1764 || Clusters count: 12 || Log posterior: -3001.2080764048587 || Iter Time:0.030040979385375977 || Total 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|| Log posterior: -3089.2162947196584 || Iter Time:0.028167009353637695 || Total time:39.96516466140747 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1771 || Clusters count: 12 || Log posterior: -3137.653580341955 || Iter Time:0.010967016220092773 || Total time:39.97613167762756 Iteration: 1772 || Clusters count: 12 || Log posterior: -3094.1951490135325 || Iter Time:0.029455900192260742 || Total time:40.005587577819824 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1773 || Clusters count: 12 || Log posterior: -3162.32406224649 || Iter Time:0.011656045913696289 || Total time:40.01724362373352 Iteration: 1774 || Clusters count: 12 || Log posterior: -3130.7837345398884 || Iter Time:0.02948284149169922 || Total time:40.04672646522522 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1775 || Clusters count: 12 || Log posterior: -3169.8443654249386 || Iter 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Iteration: 1781 || Clusters count: 12 || Log posterior: -3128.311617598024 || Iter Time:0.0111541748046875 || Total time:40.18139290809631 Iteration: 1782 || Clusters count: 12 || Log posterior: -3092.683756936506 || Iter Time:0.02707695960998535 || Total time:40.2084698677063 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1783 || Clusters count: 13 || Log posterior: -3129.2395327581994 || Iter Time:0.010283946990966797 || Total time:40.218753814697266 Iteration: 1784 || Clusters count: 12 || Log posterior: -3111.104600496651 || Iter Time:0.029507160186767578 || Total time:40.24826097488403 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1785 || Clusters count: 12 || Log posterior: -3160.0792601452845 || Iter Time:0.010571956634521484 || Total time:40.258832931518555 Iteration: 1786 || Clusters count: 12 || Log posterior: -3106.3718155550237 || Iter Time:0.05284714698791504 || Total 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Iteration: 1803 || Clusters count: 12 || Log posterior: -3178.1999991387124 || Iter Time:0.010854959487915039 || Total time:40.639591693878174 Iteration: 1804 || Clusters count: 12 || Log posterior: -3139.831835847081 || Iter Time:0.028378009796142578 || Total time:40.667969703674316 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1805 || Clusters count: 12 || Log posterior: -3154.774268895485 || Iter Time:0.009855985641479492 || Total time:40.677825689315796 Iteration: 1806 || Clusters count: 12 || Log posterior: -3115.996357720207 || Iter Time:0.028036832809448242 || Total time:40.705862522125244 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1807 || Clusters count: 12 || Log posterior: -3129.0145542158775 || Iter Time:0.010371923446655273 || Total time:40.7162344455719 Iteration: 1808 || Clusters count: 12 || Log posterior: -3082.725715375145 || Iter Time:0.028064966201782227 || Total 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|| Log posterior: -3038.9771119892557 || Iter Time:0.03142213821411133 || Total time:40.87277007102966 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 1815 || Clusters count: 12 || Log posterior: -3081.536915130008 || Iter Time:0.012574911117553711 || Total time:40.88534498214722 Iteration: 1816 || Clusters count: 12 || Log posterior: -3053.555930398042 || Iter Time:0.02930617332458496 || Total time:40.9146511554718 Loading and distributing data: 0.000216 seconds (141 allocations: 13.211 KiB) Iteration: 1817 || Clusters count: 12 || Log posterior: -3138.041813117236 || Iter Time:0.011745214462280273 || Total time:40.92639636993408 Iteration: 1818 || Clusters count: 12 || Log posterior: -3115.5983273084203 || Iter Time:0.028462886810302734 || Total time:40.954859256744385 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1819 || Clusters count: 12 || Log posterior: -3169.098983374436 || Iter 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Iteration: 1825 || Clusters count: 12 || Log posterior: -3119.2597384324113 || Iter Time:0.010394096374511719 || Total time:41.11181092262268 Iteration: 1826 || Clusters count: 12 || Log posterior: -3091.7493004009934 || Iter Time:0.028182029724121094 || Total time:41.1399929523468 Loading and distributing data: 0.000172 seconds (141 allocations: 13.242 KiB) Iteration: 1827 || Clusters count: 12 || Log posterior: -3189.3259023850796 || Iter Time:0.010776996612548828 || Total time:41.15076994895935 Iteration: 1828 || Clusters count: 12 || Log posterior: -3154.266995422814 || Iter Time:0.030093908309936523 || Total time:41.18086385726929 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1829 || Clusters count: 12 || Log posterior: -3190.674359437149 || Iter Time:0.01044011116027832 || Total time:41.191303968429565 Iteration: 1830 || Clusters count: 12 || Log posterior: -3148.242329597795 || Iter Time:0.02918696403503418 || Total 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|| Log posterior: -3125.682324307688 || Iter Time:0.030305147171020508 || Total time:41.34694504737854 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1837 || Clusters count: 12 || Log posterior: -3138.291231581183 || Iter Time:0.012066841125488281 || Total time:41.35901188850403 Iteration: 1838 || Clusters count: 12 || Log posterior: -3114.760694346379 || Iter Time:0.02998805046081543 || Total time:41.388999938964844 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1839 || Clusters count: 12 || Log posterior: -3128.650599514942 || Iter Time:0.011913061141967773 || Total time:41.40091300010681 Iteration: 1840 || Clusters count: 12 || Log posterior: -3102.076802252527 || Iter Time:0.030376911163330078 || Total time:41.43128991127014 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1841 || Clusters count: 12 || Log posterior: -3138.0294508714414 || Iter Time:0.011369943618774414 || Total time:41.442659854888916 Iteration: 1842 || Clusters count: 12 || Log posterior: -3114.0888150880087 || Iter Time:0.02801990509033203 || Total time:41.47067975997925 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1843 || Clusters count: 12 || Log posterior: -3103.6702378787954 || Iter Time:0.011661052703857422 || Total time:41.482340812683105 Iteration: 1844 || Clusters count: 12 || Log posterior: -3077.918409729086 || Iter Time:0.029808998107910156 || Total time:41.512149810791016 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1845 || Clusters count: 12 || Log posterior: -3148.835412857582 || Iter Time:0.011400938034057617 || Total time:41.52355074882507 Iteration: 1846 || Clusters count: 12 || Log posterior: -3106.5058599358003 || Iter Time:0.029062986373901367 || Total time:41.552613735198975 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1847 || Clusters count: 12 || Log posterior: -3145.737981685212 || Iter Time:0.012054204940795898 || Total time:41.56466794013977 Iteration: 1848 || Clusters count: 12 || Log posterior: -3115.3488494336384 || Iter Time:0.030514001846313477 || Total time:41.595181941986084 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1849 || Clusters count: 12 || Log posterior: -3149.1238687249624 || Iter Time:0.011329889297485352 || Total time:41.60651183128357 Iteration: 1850 || Clusters count: 12 || Log posterior: -3109.2761644963466 || Iter Time:0.03051614761352539 || Total time:41.637027978897095 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1851 || Clusters count: 12 || Log posterior: -3123.627388385488 || Iter Time:0.013015985488891602 || Total time:41.650043964385986 Iteration: 1852 || Clusters count: 12 || Log posterior: -3091.710014748378 || Iter Time:0.03327512741088867 || Total time:41.683319091796875 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1853 || Clusters count: 12 || Log posterior: -3094.028917795703 || Iter Time:0.011341094970703125 || Total time:41.69466018676758 Iteration: 1854 || Clusters count: 12 || Log posterior: -3039.4608548135443 || Iter Time:0.053772926330566406 || Total time:41.748433113098145 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1855 || Clusters count: 12 || Log posterior: -3104.1048897970595 || Iter Time:0.011897087097167969 || Total time:41.76033020019531 Iteration: 1856 || Clusters count: 12 || Log posterior: -3070.641025747515 || Iter Time:0.028956890106201172 || Total time:41.789287090301514 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1857 || Clusters count: 12 || Log posterior: -3145.4008335232215 || Iter Time:0.011322975158691406 || Total time:41.800610065460205 Iteration: 1858 || Clusters count: 12 || Log posterior: -3110.358589299984 || Iter Time:0.030040979385375977 || Total time:41.83065104484558 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1859 || Clusters count: 12 || Log posterior: -3099.325204409305 || Iter Time:0.011155843734741211 || Total time:41.84180688858032 Iteration: 1860 || Clusters count: 12 || Log posterior: -3068.5159921445143 || Iter Time:0.029414892196655273 || Total time:41.87122178077698 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1861 || Clusters count: 12 || Log posterior: -3103.622796398971 || Iter Time:0.01164698600769043 || Total time:41.88286876678467 Iteration: 1862 || Clusters count: 12 || Log posterior: -3071.428348867163 || Iter Time:0.02926015853881836 || Total time:41.912128925323486 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1863 || Clusters count: 12 || Log posterior: -3116.754807824654 || Iter Time:0.01157999038696289 || Total time:41.92370891571045 Iteration: 1864 || Clusters count: 12 || Log posterior: -3078.3028370911284 || Iter Time:0.02980208396911621 || Total time:41.953510999679565 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1865 || Clusters count: 12 || Log posterior: -3155.9801899203585 || Iter Time:0.011635065078735352 || Total time:41.9651460647583 Iteration: 1866 || Clusters count: 12 || Log posterior: -3126.026346364394 || Iter Time:0.02967214584350586 || Total time:41.99481821060181 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1867 || Clusters count: 12 || Log posterior: -3180.554561438715 || Iter Time:0.01147603988647461 || Total time:42.00629425048828 Iteration: 1868 || Clusters count: 12 || Log posterior: -3138.671492716283 || Iter Time:0.02983403205871582 || Total time:42.036128282547 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 1869 || Clusters count: 12 || Log posterior: -3214.3892440395903 || Iter Time:0.011670112609863281 || Total time:42.04779839515686 Iteration: 1870 || Clusters count: 12 || Log posterior: -3167.426637808289 || Iter Time:0.030399799346923828 || Total time:42.078198194503784 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1871 || Clusters count: 12 || Log posterior: -3148.704034463925 || Iter Time:0.011508941650390625 || Total time:42.089707136154175 Iteration: 1872 || Clusters count: 12 || Log posterior: -3123.263151439011 || Iter Time:0.02950882911682129 || Total time:42.119215965270996 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1873 || Clusters count: 12 || Log posterior: -3093.3795864554468 || Iter Time:0.011921882629394531 || Total time:42.13113784790039 Iteration: 1874 || Clusters count: 12 || Log posterior: -3056.267760658762 || Iter Time:0.02902817726135254 || Total time:42.16016602516174 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1875 || Clusters count: 12 || Log posterior: -3104.55042707885 || Iter Time:0.01135706901550293 || Total time:42.171523094177246 Iteration: 1876 || Clusters count: 12 || Log posterior: -3066.9439399083453 || Iter Time:0.028282880783081055 || Total time:42.19980597496033 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1877 || Clusters count: 12 || Log posterior: -3108.3746710842556 || Iter Time:0.011342048645019531 || Total time:42.21114802360535 Iteration: 1878 || Clusters count: 12 || Log posterior: -3079.4517980241303 || Iter Time:0.02847003936767578 || Total time:42.23961806297302 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1879 || Clusters count: 12 || Log posterior: -3095.576017587149 || Iter Time:0.011646032333374023 || Total time:42.2512640953064 Iteration: 1880 || Clusters count: 12 || Log posterior: -3067.7177828869617 || Iter Time:0.029641151428222656 || Total time:42.28090524673462 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1881 || Clusters count: 12 || Log posterior: -3098.738224336821 || Iter Time:0.011365890502929688 || Total time:42.29227113723755 Iteration: 1882 || Clusters count: 12 || Log posterior: -3070.6226479569273 || Iter Time:0.0288388729095459 || Total time:42.321110010147095 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1883 || Clusters count: 12 || Log posterior: -3103.9631885451017 || Iter Time:0.011834859848022461 || Total time:42.33294486999512 Iteration: 1884 || Clusters count: 12 || Log posterior: -3078.322210925478 || Iter Time:0.0293581485748291 || Total time:42.362303018569946 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 1885 || Clusters count: 12 || Log posterior: -3141.7987354786837 || Iter Time:0.011703968048095703 || Total time:42.37400698661804 Iteration: 1886 || Clusters count: 12 || Log posterior: -3087.9131845390793 || Iter Time:0.029154062271118164 || Total time:42.40316104888916 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1887 || Clusters count: 12 || Log posterior: -3202.2918974248114 || Iter Time:0.011598825454711914 || Total time:42.41475987434387 Iteration: 1888 || Clusters count: 12 || Log posterior: -3153.498779627058 || Iter Time:0.05197787284851074 || Total time:42.46673774719238 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1889 || Clusters count: 12 || Log posterior: -3208.0321321292604 || Iter Time:0.011263847351074219 || Total time:42.47800159454346 Iteration: 1890 || Clusters count: 12 || Log posterior: -3142.09654592704 || Iter Time:0.028226852416992188 || Total time:42.50622844696045 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1891 || Clusters count: 12 || Log posterior: -3121.915406340894 || Iter Time:0.011389017105102539 || Total time:42.51761746406555 Iteration: 1892 || Clusters count: 12 || Log posterior: -3088.3592843701736 || Iter Time:0.028640031814575195 || Total time:42.54625749588013 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1893 || Clusters count: 12 || Log posterior: -3138.6077591403873 || Iter Time:0.01102590560913086 || Total time:42.55728340148926 Iteration: 1894 || Clusters count: 12 || Log posterior: -3102.9226600458574 || Iter Time:0.029292821884155273 || Total time:42.58657622337341 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1895 || Clusters count: 13 || Log posterior: -3143.812968872713 || Iter Time:0.011244058609008789 || Total time:42.59782028198242 Iteration: 1896 || Clusters count: 13 || Log posterior: -3108.7479899699897 || Iter Time:0.030183076858520508 || Total time:42.62800335884094 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1897 || Clusters count: 13 || Log posterior: -3138.079255298118 || Iter Time:0.010592937469482422 || Total time:42.638596296310425 Iteration: 1898 || Clusters count: 12 || Log posterior: -3071.3220775227633 || Iter Time:0.031100034713745117 || Total time:42.66969633102417 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1899 || Clusters count: 12 || Log posterior: -3081.6535497200143 || Iter Time:0.010555028915405273 || Total time:42.680251359939575 Iteration: 1900 || Clusters count: 12 || Log posterior: -3037.7428822177367 || Iter Time:0.02863311767578125 || Total time:42.708884477615356 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1901 || Clusters count: 12 || Log posterior: -3094.8718713584467 || Iter Time:0.010209083557128906 || Total time:42.719093561172485 Iteration: 1902 || Clusters count: 12 || Log posterior: -3065.0210404137692 || Iter Time:0.028474807739257812 || Total time:42.74756836891174 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1903 || Clusters count: 12 || Log posterior: -3124.8599557380962 || Iter Time:0.009974956512451172 || Total time:42.757543325424194 Iteration: 1904 || Clusters count: 12 || Log posterior: -3106.0524808127816 || Iter Time:0.02840709686279297 || Total time:42.78595042228699 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1905 || Clusters count: 12 || Log posterior: -3228.321425360927 || Iter Time:0.010797977447509766 || Total time:42.7967483997345 Iteration: 1906 || Clusters count: 12 || Log posterior: -3174.55826834727 || Iter Time:0.028607845306396484 || Total time:42.825356245040894 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1907 || Clusters count: 12 || Log posterior: -3175.191031209174 || Iter Time:0.011443853378295898 || Total time:42.83680009841919 Iteration: 1908 || Clusters count: 12 || Log posterior: -3146.511708650312 || Iter Time:0.03068089485168457 || Total time:42.867480993270874 Loading and distributing data: 0.000212 seconds (141 allocations: 13.211 KiB) Iteration: 1909 || Clusters count: 12 || Log posterior: -3141.362600810845 || Iter Time:0.011655092239379883 || Total time:42.879136085510254 Iteration: 1910 || Clusters count: 12 || Log posterior: -3097.7964226557046 || Iter Time:0.0283050537109375 || Total time:42.90744113922119 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1911 || Clusters count: 12 || Log posterior: -3100.7084498660042 || Iter Time:0.011480093002319336 || Total time:42.91892123222351 Iteration: 1912 || Clusters count: 12 || Log posterior: -3055.5826608280217 || Iter Time:0.02781510353088379 || Total time:42.946736335754395 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1913 || Clusters count: 12 || Log posterior: -3093.0884890446778 || Iter Time:0.01066279411315918 || Total time:42.957399129867554 Iteration: 1914 || Clusters count: 12 || Log posterior: -3049.2838572401547 || Iter Time:0.027371883392333984 || Total time:42.98477101325989 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1915 || Clusters count: 12 || Log posterior: -3180.8935724409557 || Iter Time:0.009476900100708008 || Total time:42.994247913360596 Iteration: 1916 || Clusters count: 12 || Log posterior: -3119.988390347147 || Iter Time:0.02733588218688965 || Total time:43.021583795547485 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1917 || Clusters count: 12 || Log posterior: -3086.820430602006 || Iter Time:0.010265111923217773 || Total time:43.0318489074707 Iteration: 1918 || Clusters count: 12 || Log posterior: -3074.1066882110495 || Iter Time:0.027376174926757812 || Total time:43.05922508239746 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1919 || Clusters count: 12 || Log posterior: -3149.032197614148 || Iter Time:0.010105133056640625 || Total time:43.0693302154541 Iteration: 1920 || Clusters count: 12 || Log posterior: -3094.320857029345 || Iter Time:0.02827596664428711 || Total time:43.09760618209839 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1921 || Clusters count: 12 || Log posterior: -3136.9436771661126 || Iter Time:0.011207103729248047 || Total time:43.10881328582764 Iteration: 1922 || Clusters count: 12 || Log posterior: -3084.7025974426156 || Iter Time:0.05414390563964844 || Total time:43.162957191467285 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1923 || Clusters count: 12 || Log posterior: -3153.282064422007 || Iter Time:0.011044025421142578 || Total time:43.17400121688843 Iteration: 1924 || Clusters count: 12 || Log posterior: -3108.3654391030395 || Iter Time:0.029079198837280273 || Total time:43.20308041572571 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1925 || Clusters count: 12 || Log posterior: -3156.1362878303335 || Iter Time:0.010894060134887695 || Total time:43.213974475860596 Iteration: 1926 || Clusters count: 12 || Log posterior: -3113.8463680579603 || Iter Time:0.03044605255126953 || Total time:43.244420528411865 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1927 || Clusters count: 12 || Log posterior: -3171.641448262837 || Iter Time:0.010675907135009766 || Total time:43.255096435546875 Iteration: 1928 || Clusters count: 12 || Log posterior: -3146.592185013279 || Iter Time:0.0274198055267334 || Total time:43.28251624107361 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1929 || Clusters count: 12 || Log posterior: -3220.38024753746 || Iter Time:0.010544061660766602 || Total time:43.293060302734375 Iteration: 1930 || Clusters count: 12 || Log posterior: -3138.0742980466243 || Iter Time:0.02768397331237793 || Total time:43.32074427604675 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1931 || Clusters count: 12 || Log posterior: -3143.2900231899266 || Iter Time:0.011965036392211914 || Total time:43.332709312438965 Iteration: 1932 || Clusters count: 12 || Log posterior: -3111.46423986497 || Iter Time:0.029033899307250977 || Total time:43.361743211746216 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1933 || Clusters count: 12 || Log posterior: -3159.819738400691 || Iter Time:0.01081395149230957 || Total time:43.372557163238525 Iteration: 1934 || Clusters count: 12 || Log posterior: -3106.49603708665 || Iter Time:0.028950929641723633 || Total time:43.40150809288025 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1935 || Clusters count: 12 || Log posterior: -3173.75081072348 || Iter Time:0.011098146438598633 || Total time:43.41260623931885 Iteration: 1936 || Clusters count: 12 || Log posterior: -3137.117235628941 || Iter Time:0.030417203903198242 || Total time:43.443023443222046 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1937 || Clusters count: 12 || Log posterior: -3146.44955232384 || Iter Time:0.011382102966308594 || Total time:43.454405546188354 Iteration: 1938 || Clusters count: 12 || Log posterior: -3117.219144632369 || Iter Time:0.02972102165222168 || Total time:43.484126567840576 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1939 || Clusters count: 12 || Log posterior: -3106.3245410904333 || Iter Time:0.012269973754882812 || Total time:43.49639654159546 Iteration: 1940 || Clusters count: 12 || Log posterior: -3086.914976240848 || Iter Time:0.02901291847229004 || Total time:43.52540946006775 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1941 || Clusters count: 12 || Log posterior: -3131.6678992766674 || Iter Time:0.011564970016479492 || Total time:43.53697443008423 Iteration: 1942 || Clusters count: 12 || Log posterior: -3088.966445442223 || Iter Time:0.028474092483520508 || Total time:43.56544852256775 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1943 || Clusters count: 12 || Log posterior: -3083.3005888521416 || Iter Time:0.011842966079711914 || Total time:43.57729148864746 Iteration: 1944 || Clusters count: 12 || Log posterior: -3029.7165007029616 || Iter Time:0.029742002487182617 || Total time:43.607033491134644 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1945 || Clusters count: 12 || Log posterior: -3121.219136433138 || Iter Time:0.011691093444824219 || Total time:43.61872458457947 Iteration: 1946 || Clusters count: 12 || Log posterior: -3071.8549114037496 || Iter Time:0.029267072677612305 || Total time:43.64799165725708 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1947 || Clusters count: 13 || Log posterior: -3100.31411247942 || Iter Time:0.015475988388061523 || Total time:43.66346764564514 Iteration: 1948 || Clusters count: 13 || Log posterior: -3069.397932576996 || Iter Time:0.030232906341552734 || Total time:43.693700551986694 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1949 || Clusters count: 13 || Log posterior: -3175.718629549056 || Iter Time:0.010957002639770508 || Total time:43.704657554626465 Iteration: 1950 || Clusters count: 12 || Log posterior: -3116.4043849432314 || Iter Time:0.030786991119384766 || Total time:43.73544454574585 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1951 || Clusters count: 12 || Log posterior: -3197.982805711123 || Iter Time:0.01033782958984375 || Total time:43.74578237533569 Iteration: 1952 || Clusters count: 12 || Log posterior: -3136.1430987710037 || Iter Time:0.027428865432739258 || Total time:43.77321124076843 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1953 || Clusters count: 12 || Log posterior: -3143.4935855341696 || Iter Time:0.011041879653930664 || Total time:43.78425312042236 Iteration: 1954 || Clusters count: 12 || Log posterior: -3099.8835274691464 || Iter Time:0.02890491485595703 || Total time:43.81315803527832 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1955 || Clusters count: 12 || Log posterior: -3124.4921922641024 || Iter Time:0.010738849639892578 || Total time:43.82389688491821 Iteration: 1956 || Clusters count: 12 || Log posterior: -3108.760470390636 || Iter Time:0.05366706848144531 || Total time:43.87756395339966 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1957 || Clusters count: 12 || Log posterior: -3138.7525958537285 || Iter Time:0.011351823806762695 || Total time:43.88891577720642 Iteration: 1958 || Clusters count: 12 || Log posterior: -3102.20932547705 || Iter Time:0.027950048446655273 || Total time:43.916865825653076 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1959 || Clusters count: 12 || Log posterior: -3139.417424780757 || Iter Time:0.011360883712768555 || Total time:43.928226709365845 Iteration: 1960 || Clusters count: 12 || Log posterior: -3081.760600097418 || Iter Time:0.028398990631103516 || Total time:43.95662569999695 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1961 || Clusters count: 12 || Log posterior: -3207.5172715921894 || Iter Time:0.011384010314941406 || Total time:43.96800971031189 Iteration: 1962 || Clusters count: 12 || Log posterior: -3141.691650253646 || Iter Time:0.029299020767211914 || Total time:43.9973087310791 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1963 || Clusters count: 12 || Log posterior: -3158.5603818139016 || Iter Time:0.011571884155273438 || Total time:44.008880615234375 Iteration: 1964 || Clusters count: 12 || Log posterior: -3123.7112567558815 || Iter Time:0.031245946884155273 || Total time:44.04012656211853 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1965 || Clusters count: 12 || Log posterior: -3137.4215128662067 || Iter Time:0.011237144470214844 || Total time:44.051363706588745 Iteration: 1966 || Clusters count: 12 || Log posterior: -3096.3716947377643 || Iter Time:0.029018878936767578 || Total time:44.08038258552551 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1967 || Clusters count: 12 || Log posterior: -3098.0766878181357 || Iter Time:0.010751962661743164 || Total time:44.091134548187256 Iteration: 1968 || Clusters count: 12 || Log posterior: -3074.2589185504753 || Iter Time:0.028499841690063477 || Total time:44.11963438987732 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1969 || Clusters count: 12 || Log posterior: -3145.341616471367 || Iter Time:0.010102033615112305 || Total time:44.12973642349243 Iteration: 1970 || Clusters count: 12 || Log posterior: -3105.238939464097 || Iter Time:0.028126001358032227 || Total time:44.157862424850464 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1971 || Clusters count: 12 || Log posterior: -3122.579854920792 || Iter Time:0.010482072830200195 || Total time:44.168344497680664 Iteration: 1972 || Clusters count: 12 || Log posterior: -3075.3950258032155 || Iter Time:0.028779983520507812 || Total time:44.19712448120117 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1973 || Clusters count: 12 || Log posterior: -3098.660612165518 || Iter Time:0.010970115661621094 || Total time:44.20809459686279 Iteration: 1974 || Clusters count: 12 || Log posterior: -3056.570716682735 || Iter Time:0.029776811599731445 || Total time:44.237871408462524 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1975 || Clusters count: 12 || Log posterior: -3123.849921682284 || Iter Time:0.012655973434448242 || Total time:44.25052738189697 Iteration: 1976 || Clusters count: 12 || Log posterior: -3078.3673164607258 || Iter Time:0.029232025146484375 || Total time:44.27975940704346 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1977 || Clusters count: 12 || Log posterior: -3099.3083288443327 || Iter Time:0.010513067245483398 || Total time:44.29027247428894 Iteration: 1978 || Clusters count: 12 || Log posterior: -3073.737316087656 || Iter Time:0.030073165893554688 || Total time:44.320345640182495 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1979 || Clusters count: 12 || Log posterior: -3103.9312445313703 || Iter Time:0.010428190231323242 || Total time:44.33077383041382 Iteration: 1980 || Clusters count: 12 || Log posterior: -3061.5401310650263 || Iter Time:0.02808380126953125 || Total time:44.35885763168335 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1981 || Clusters count: 12 || Log posterior: -3119.5572311205806 || Iter Time:0.010102987289428711 || Total time:44.36896061897278 Iteration: 1982 || Clusters count: 12 || Log posterior: -3088.4472184447886 || Iter Time:0.028822898864746094 || Total time:44.397783517837524 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1983 || Clusters count: 12 || Log posterior: -3140.584028642007 || Iter Time:0.010310888290405273 || Total time:44.40809440612793 Iteration: 1984 || Clusters count: 12 || Log posterior: -3099.307252653882 || Iter Time:0.026884078979492188 || Total time:44.43497848510742 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1985 || Clusters count: 12 || Log posterior: -3100.943395943226 || Iter Time:0.011389017105102539 || Total time:44.446367502212524 Iteration: 1986 || Clusters count: 12 || Log posterior: -3067.6109414578154 || Iter Time:0.030408859252929688 || Total time:44.476776361465454 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 1987 || Clusters count: 12 || Log posterior: -3096.2209046631815 || Iter Time:0.012323141098022461 || Total time:44.48909950256348 Iteration: 1988 || Clusters count: 12 || Log posterior: -3068.439759508091 || Iter Time:0.030518054962158203 || Total time:44.519617557525635 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 1989 || Clusters count: 12 || Log posterior: -3139.154473225103 || Iter Time:0.012060880661010742 || Total time:44.531678438186646 Iteration: 1990 || Clusters count: 12 || Log posterior: -3104.536331762603 || Iter Time:0.056365966796875 || Total time:44.58804440498352 Loading and distributing data: 0.000198 seconds (141 allocations: 13.242 KiB) Iteration: 1991 || Clusters count: 12 || Log posterior: -3131.7027870235534 || Iter Time:0.01116490364074707 || Total time:44.59920930862427 Iteration: 1992 || Clusters count: 12 || Log posterior: -3086.8097811964103 || Iter Time:0.02904820442199707 || Total time:44.628257513046265 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1993 || Clusters count: 12 || Log posterior: -3145.194604489802 || Iter Time:0.013031005859375 || Total time:44.64128851890564 Iteration: 1994 || Clusters count: 12 || Log posterior: -3111.6567187339856 || Iter Time:0.031116962432861328 || Total time:44.6724054813385 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1995 || Clusters count: 12 || Log posterior: -3123.1986290026243 || Iter Time:0.011543035507202148 || Total time:44.6839485168457 Iteration: 1996 || Clusters count: 12 || Log posterior: -3098.2608884035863 || Iter Time:0.029155969619750977 || Total time:44.713104486465454 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1997 || Clusters count: 13 || Log posterior: -3094.466494218668 || Iter Time:0.011822938919067383 || Total time:44.72492742538452 Iteration: 1998 || Clusters count: 12 || Log posterior: -3051.7349257738106 || Iter Time:0.0315098762512207 || Total time:44.75643730163574 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1999 || Clusters count: 12 || Log posterior: -3134.144860470163 || Iter Time:0.010470867156982422 || Total time:44.766908168792725 Iteration: 2000 || Clusters count: 12 || Log posterior: -3101.5694959491043 || Iter Time:0.027462005615234375 || Total time:44.79437017440796 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 2001 || Clusters count: 12 || Log posterior: -3188.169395275123 || Iter Time:0.01040792465209961 || Total time:44.80477809906006 Iteration: 2002 || Clusters count: 12 || Log posterior: -3134.3935974181786 || Iter Time:0.02924799919128418 || Total time:44.83402609825134 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 2003 || Clusters count: 12 || Log posterior: -3171.4513225002265 || Iter Time:0.010833024978637695 || Total time:44.84485912322998 Iteration: 2004 || Clusters count: 12 || Log posterior: -3124.062722914686 || Iter Time:0.029282808303833008 || Total time:44.87414193153381 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 2005 || Clusters count: 12 || Log posterior: -3150.728381663175 || Iter Time:0.010590076446533203 || Total time:44.88473200798035 Iteration: 2006 || Clusters count: 12 || Log posterior: -3104.064083256366 || Iter Time:0.028625011444091797 || Total time:44.91335701942444 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 2007 || Clusters count: 12 || Log posterior: -3118.9730795920213 || Iter Time:0.01201486587524414 || Total time:44.92537188529968 Iteration: 2008 || Clusters count: 12 || Log posterior: -3076.6184684622513 || Iter Time:0.028007984161376953 || Total time:44.95337986946106 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 2009 || Clusters count: 12 || Log posterior: -3097.86349299098 || Iter Time:0.010451793670654297 || Total time:44.963831663131714 Iteration: 2010 || Clusters count: 12 || Log posterior: -3080.006405834449 || Iter Time:0.028527021408081055 || Total time:44.992358684539795 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 2011 || Clusters count: 12 || Log posterior: -3126.698485026749 || Iter Time:0.010655879974365234 || Total time:45.00301456451416 Iteration: 2012 || Clusters count: 12 || Log posterior: -3065.4100141463227 || Iter Time:0.028736114501953125 || Total time:45.03175067901611 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 2013 || Clusters count: 12 || Log posterior: -3089.582962587265 || Iter Time:0.01052403450012207 || Total time:45.042274713516235 Iteration: 2014 || Clusters count: 12 || Log posterior: -3060.8394080668913 || Iter Time:0.028254985809326172 || Total time:45.07052969932556 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 2015 || Clusters count: 12 || Log posterior: -3144.41361766836 || Iter Time:0.010226011276245117 || Total time:45.08075571060181 Iteration: 2016 || Clusters count: 12 || Log posterior: -3094.6570456226127 || Iter Time:0.027682065963745117 || Total time:45.10843777656555 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 2017 || Clusters count: 12 || Log posterior: -3146.5987519822597 || Iter Time:0.011142969131469727 || Total time:45.11958074569702 Iteration: 2018 || Clusters count: 12 || Log posterior: -3113.1881744701705 || Iter Time:0.028815031051635742 || Total time:45.14839577674866 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 2019 || Clusters count: 12 || Log posterior: -3116.7202540533826 || Iter Time:0.011158943176269531 || Total time:45.15955471992493 Iteration: 2020 || Clusters count: 12 || Log posterior: -3068.7100228579957 || Iter Time:0.028680086135864258 || Total time:45.18823480606079 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 2021 || Clusters count: 12 || Log posterior: -3145.7581652131607 || Iter Time:0.012158870697021484 || Total time:45.20039367675781 Iteration: 2022 || Clusters count: 12 || Log posterior: -3114.263259293861 || Iter Time:0.0296781063079834 || Total time:45.230071783065796 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 2023 || Clusters count: 12 || Log posterior: -3177.2732337739258 || Iter Time:0.011646032333374023 || Total time:45.24171781539917 Iteration: 2024 || Clusters count: 12 || Log posterior: -3146.736096997418 || Iter Time:0.05731201171875 || Total time:45.29902982711792 Loading and distributing data: 0.000179 seconds (141 allocations: 13.242 KiB) Iteration: 2025 || Clusters count: 12 || Log posterior: -3149.2469967114203 || Iter Time:0.011853933334350586 || Total time:45.31088376045227 Iteration: 2026 || Clusters count: 12 || Log posterior: -3124.2545307473547 || Iter Time:0.02917313575744629 || Total time:45.34005689620972 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 2027 || Clusters count: 12 || Log posterior: -3157.7557484644103 || Iter Time:0.011606216430664062 || Total time:45.35166311264038 Iteration: 2028 || Clusters count: 12 || Log posterior: -3119.8317004616392 || Iter Time:0.030776023864746094 || Total time:45.38243913650513 Avg NMI: 0.8115333655451548 Full NMI: 0.7924889860006072 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m49.5s Testing DPMMSubClustersStreaming tests passed Testing completed after 213.12s PkgEval succeeded after 349.59s