Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.1299 (6d6224db99*) started at 2025-11-25T18:16:53.022 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.32s ################################################################################ # 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` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.122 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.1 [1a297f60] + FillArrays v1.15.0 [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 v0.10.66 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.24 [bac558e1] + OrderedCollections v1.8.1 ⌃ [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.15 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [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 v1.12.0 [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 v1.13.0 [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 v8.17.0+0 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.11.4 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.4+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.68.0+1 [3f19e933] + p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 5.98s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... ┌ Error: Failed to use TestEnv.jl; test dependencies will not be precompiled │ exception = │ UndefVarError: `project_rel_path` not defined in `TestEnv` │ Suggestion: this global was defined as `Pkg.Operations.project_rel_path` but not assigned a value. │ Stacktrace: │ [1] get_test_dir(ctx::Pkg.Types.Context, pkgspec::PackageSpec) │ @ TestEnv ~/.julia/packages/TestEnv/i9lgt/src/julia-1.11/common.jl:75 │ [2] test_dir_has_project_file │ @ ~/.julia/packages/TestEnv/i9lgt/src/julia-1.11/common.jl:52 [inlined] │ [3] maybe_gen_project_override! │ @ ~/.julia/packages/TestEnv/i9lgt/src/julia-1.11/common.jl:83 [inlined] │ [4] activate(pkg::String; allow_reresolve::Bool) │ @ TestEnv ~/.julia/packages/TestEnv/i9lgt/src/julia-1.11/activate_set.jl:12 │ [5] activate(pkg::String) │ @ TestEnv ~/.julia/packages/TestEnv/i9lgt/src/julia-1.11/activate_set.jl:9 │ [6] top-level scope │ @ /PkgEval.jl/scripts/precompile.jl:24 │ [7] include(mod::Module, _path::String) │ @ Base ./Base.jl:309 │ [8] exec_options(opts::Base.JLOptions) │ @ Base ./client.jl:344 │ [9] _start() │ @ Base ./client.jl:577 └ @ Main /PkgEval.jl/scripts/precompile.jl:26 Precompiling package dependencies... Precompiling packages... 9440.4 ms ✓ StatsBase 5066.3 ms ✓ NearestNeighbors 8488.2 ms ✓ SpecialFunctions 10668.0 ms ✓ Clustering 2959.8 ms ✓ HypergeometricFunctions 15202.8 ms ✓ KernelFunctions 3391.5 ms ✓ StatsFuns 3489.1 ms ✓ StatsFuns → StatsFunsChainRulesCoreExt 14294.3 ms ✓ Distributions 3429.2 ms ✓ Distributions → DistributionsChainRulesCoreExt 3757.7 ms ✓ Distributions → DistributionsTestExt 10602.8 ms ✓ DPMMSubClustersStreaming 12 dependencies successfully precompiled in 92 seconds. 88 already precompiled. Precompilation completed after 101.45s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_zuACgW/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.122 [ec8451be] KernelFunctions v0.10.66 [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_zuACgW/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.122 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.1 [1a297f60] FillArrays v1.15.0 [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 v0.10.66 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.24 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.0 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.15 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [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 v1.12.0 [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 v1.13.0 [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 v8.17.0+0 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.11.4 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.4+0 [efcefdf7] PCRE2_jll v10.47.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.68.0+1 [3f19e933] p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Loading and distributing data: 3.023511 seconds (864.51 k allocations: 49.765 MiB, 9.76% gc time, 99.90% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233239.22548629093 || Iter Time:16.789166927337646 || Total time:16.789166927337646 Iteration: 1 || Clusters count: 1 || Log posterior: -233239.22548629093 || Iter Time:0.005414009094238281 || Total time:16.794580936431885 Iteration: 2 || Clusters count: 1 || Log posterior: -233239.22548629093 || Iter Time:0.0067980289459228516 || Total time:16.801378965377808 Iteration: 3 || Clusters count: 1 || Log posterior: -233239.22548629093 || Iter Time:0.00510406494140625 || Total time:16.806483030319214 Iteration: 4 || Clusters count: 1 || Log posterior: -233239.22548629093 || Iter Time:0.0050029754638671875 || Total time:16.81148600578308 Iteration: 5 || Clusters count: 1 || Log posterior: -233239.22548629093 || Iter Time:0.017745018005371094 || Total time:16.829231023788452 Iteration: 6 || Clusters count: 1 || Log posterior: -233239.22548629093 || Iter Time:0.005181074142456055 || Total time:16.834412097930908 Iteration: 7 || Clusters count: 1 || Log posterior: -233239.22548629093 || Iter Time:0.0050890445709228516 || Total time:16.83950114250183 Iteration: 8 || Clusters count: 1 || Log posterior: -233239.22548629093 || Iter Time:0.005216836929321289 || Total time:16.844717979431152 Iteration: 9 || Clusters count: 1 || Log posterior: -233239.22548629093 || Iter Time:0.005152225494384766 || Total time:16.849870204925537 Iteration: 10 || Clusters count: 1 || Log posterior: -233239.22548629093 || Iter Time:0.005056142807006836 || Total time:16.854926347732544 Iteration: 11 || Clusters count: 1 || Log posterior: -233239.22548629093 || Iter Time:0.00501704216003418 || Total time:16.859943389892578 Iteration: 12 || Clusters count: 1 || Log posterior: -233239.22548629093 || Iter Time:0.0050160884857177734 || Total time:16.864959478378296 Iteration: 13 || Clusters count: 2 || Log posterior: -232895.08460024957 || Iter Time:4.0949201583862305 || Total time:20.959879636764526 Iteration: 14 || Clusters count: 2 || Log posterior: -232904.84941976643 || Iter Time:0.006436824798583984 || Total time:20.96631646156311 Iteration: 15 || Clusters count: 2 || Log posterior: -232891.97253869328 || Iter Time:0.006030082702636719 || Total time:20.972346544265747 Iteration: 16 || Clusters count: 2 || Log posterior: -232876.8392736085 || Iter Time:0.0058879852294921875 || Total time:20.97823452949524 Iteration: 17 || Clusters count: 2 || Log posterior: -232894.80527052833 || Iter Time:0.0059490203857421875 || Total time:20.98418354988098 Iteration: 18 || Clusters count: 2 || Log posterior: -232892.3350600115 || Iter Time:0.005895853042602539 || Total time:20.990079402923584 Iteration: 19 || Clusters count: 2 || Log posterior: -232877.41487084283 || Iter Time:0.006175041198730469 || Total time:20.996254444122314 Iteration: 20 || Clusters count: 2 || Log posterior: -232805.982890005 || Iter Time:3.402961015701294 || Total time:24.39921545982361 Loading and distributing data: 0.000898 seconds (128 allocations: 395.789 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232994.44219357448 || Iter Time:0.033818960189819336 || Total time:24.433034420013428 Iteration: 22 || Clusters count: 2 || Log posterior: -232951.94308665785 || Iter Time:0.005445003509521484 || Total time:24.43847942352295 Iteration: 23 || Clusters count: 2 || Log posterior: -232936.9183745715 || Iter Time:0.005404949188232422 || Total time:24.44388437271118 Iteration: 24 || Clusters count: 2 || Log posterior: -232949.3364025595 || Iter Time:0.005363941192626953 || Total time:24.44924831390381 Iteration: 25 || Clusters count: 2 || Log posterior: -232944.9095672048 || Iter Time:0.005424976348876953 || Total time:24.454673290252686 Iteration: 26 || Clusters count: 2 || Log posterior: -232917.5467444259 || Iter Time:0.005464076995849609 || Total time:24.460137367248535 Iteration: 27 || Clusters count: 2 || Log posterior: -232926.7895275595 || Iter Time:0.005395174026489258 || Total time:24.465532541275024 Iteration: 28 || Clusters count: 3 || Log posterior: -232570.94007915273 || Iter Time:0.0071141719818115234 || Total time:24.472646713256836 Iteration: 29 || Clusters count: 3 || Log posterior: -232396.9785796266 || Iter Time:0.0056819915771484375 || Total time:24.478328704833984 Iteration: 30 || Clusters count: 3 || Log posterior: -232395.77859638107 || Iter Time:0.005816936492919922 || Total time:24.484145641326904 Iteration: 31 || Clusters count: 3 || Log posterior: -232377.89785857385 || Iter Time:0.005836009979248047 || Total time:24.489981651306152 Iteration: 32 || Clusters count: 3 || Log posterior: -232384.25834109093 || Iter Time:0.005708932876586914 || Total time:24.49569058418274 Iteration: 33 || Clusters count: 4 || Log posterior: -231998.85935457557 || Iter Time:0.00775599479675293 || Total time:24.503446578979492 Iteration: 34 || Clusters count: 4 || Log posterior: -231890.58275690235 || Iter Time:0.0062770843505859375 || Total time:24.509723663330078 Iteration: 35 || Clusters count: 4 || Log posterior: -231915.0565586466 || Iter Time:0.00644993782043457 || Total time:24.516173601150513 Iteration: 36 || Clusters count: 4 || Log posterior: -231902.92631397035 || Iter Time:0.006367921829223633 || Total time:24.522541522979736 Iteration: 37 || Clusters count: 4 || Log posterior: -231879.66280485585 || Iter Time:0.006263017654418945 || Total time:24.528804540634155 Iteration: 38 || Clusters count: 4 || Log posterior: -231898.68829924925 || Iter Time:0.04860401153564453 || Total time:24.5774085521698 Iteration: 39 || Clusters count: 4 || Log posterior: -231898.49543703732 || Iter Time:0.006159782409667969 || Total time:24.583568334579468 Iteration: 40 || Clusters count: 4 || Log posterior: -231853.60191886433 || Iter Time:0.006227016448974609 || Total time:24.589795351028442 Iteration: 41 || Clusters count: 4 || Log posterior: -231767.2352580238 || Iter Time:0.006147146224975586 || Total time:24.595942497253418 Loading and distributing data: 0.000789 seconds (128 allocations: 395.789 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261948.89990370692 || Iter Time:0.0073850154876708984 || Total time:24.60332751274109 Iteration: 43 || Clusters count: 5 || Log posterior: -261506.18867593893 || Iter Time:0.008542060852050781 || Total time:24.61186957359314 Iteration: 44 || Clusters count: 5 || Log posterior: -261438.05044873015 || Iter Time:0.007170915603637695 || Total time:24.619040489196777 Iteration: 45 || Clusters count: 5 || Log posterior: -261411.59897887745 || Iter Time:0.006988048553466797 || Total time:24.626028537750244 Iteration: 46 || Clusters count: 5 || Log posterior: -261418.61026073256 || Iter Time:0.006983041763305664 || Total time:24.63301157951355 Iteration: 47 || Clusters count: 5 || Log posterior: -261414.74241119932 || Iter Time:0.007004976272583008 || Total time:24.640016555786133 Iteration: 48 || Clusters count: 6 || Log posterior: -260905.07173001042 || Iter Time:0.008153915405273438 || Total time:24.648170471191406 Iteration: 49 || Clusters count: 6 || Log posterior: -260770.50706061878 || Iter Time:0.006960868835449219 || Total time:24.655131340026855 Iteration: 50 || Clusters count: 6 || Log posterior: -260776.94623777905 || Iter Time:0.006927013397216797 || Total time:24.662058353424072 Iteration: 51 || Clusters count: 6 || Log posterior: -260761.42568349815 || Iter Time:0.007137775421142578 || Total time:24.669196128845215 Iteration: 52 || Clusters count: 6 || Log posterior: -260749.13517313704 || Iter Time:0.0070378780364990234 || Total time:24.676234006881714 Iteration: 53 || Clusters count: 6 || Log posterior: -260750.19152838443 || Iter Time:0.0071871280670166016 || Total time:24.68342113494873 Iteration: 54 || Clusters count: 7 || Log posterior: -260596.6391826429 || Iter Time:0.008194923400878906 || Total time:24.69161605834961 Iteration: 55 || Clusters count: 7 || Log posterior: -260501.2739742062 || Iter Time:0.007364988327026367 || Total time:24.698981046676636 Iteration: 56 || Clusters count: 8 || Log posterior: -259976.52768303573 || Iter Time:0.008951187133789062 || Total time:24.707932233810425 Iteration: 57 || Clusters count: 8 || Log posterior: -259934.56962518423 || Iter Time:0.062088966369628906 || Total time:24.770021200180054 Iteration: 58 || Clusters count: 8 || Log posterior: -259877.94854260146 || Iter Time:0.007879972457885742 || Total time:24.77790117263794 Iteration: 59 || Clusters count: 8 || Log posterior: -259843.53105467552 || Iter Time:0.007838964462280273 || Total time:24.78574013710022 Iteration: 60 || Clusters count: 8 || Log posterior: -259807.57482486928 || Iter Time:0.7547850608825684 || Total time:25.540525197982788 Iteration: 61 || Clusters count: 8 || Log posterior: -259815.0980877795 || Iter Time:0.008044004440307617 || Total time:25.548569202423096 Iteration: 62 || Clusters count: 8 || Log posterior: -259755.1794990314 || Iter Time:0.007579803466796875 || Total time:25.556149005889893 Loading and distributing data: 0.000926 seconds (128 allocations: 395.789 KiB) Iteration: 63 || Clusters count: 8 || Log posterior: -260075.1175464054 || Iter Time:0.00798797607421875 || Total time:25.56413698196411 Iteration: 64 || Clusters count: 9 || Log posterior: -259695.10247693557 || Iter Time:0.009361028671264648 || Total time:25.573498010635376 Iteration: 65 || Clusters count: 10 || Log posterior: -259634.11312564212 || Iter Time:0.00943899154663086 || Total time:25.582937002182007 Iteration: 66 || Clusters count: 10 || Log posterior: -259614.33919059217 || Iter Time:0.009034156799316406 || Total time:25.591971158981323 Iteration: 67 || Clusters count: 10 || Log posterior: -259623.99075555208 || Iter Time:0.009133100509643555 || Total time:25.601104259490967 Iteration: 68 || Clusters count: 10 || Log posterior: -259607.2632206728 || Iter Time:0.008626937866210938 || Total time:25.609731197357178 Iteration: 69 || Clusters count: 11 || Log posterior: -259407.64019908398 || Iter Time:0.009634971618652344 || Total time:25.61936616897583 Iteration: 70 || Clusters count: 11 || Log posterior: -259322.83281249602 || Iter Time:0.022781848907470703 || Total time:25.6421480178833 Iteration: 71 || Clusters count: 13 || Log posterior: -258528.07503547706 || Iter Time:0.011625051498413086 || Total time:25.653773069381714 Iteration: 72 || Clusters count: 14 || Log posterior: -258125.71071122517 || Iter Time:0.011410951614379883 || Total time:25.665184020996094 Iteration: 73 || Clusters count: 14 || Log posterior: -258120.40813269716 || Iter Time:0.029626846313476562 || Total time:25.69481086730957 Iteration: 74 || Clusters count: 14 || Log posterior: -258098.55205428964 || Iter Time:0.010293960571289062 || Total time:25.70510482788086 Iteration: 75 || Clusters count: 14 || Log posterior: -258107.70898031417 || Iter Time:0.01016998291015625 || Total time:25.715274810791016 Iteration: 76 || Clusters count: 14 || Log posterior: -258118.0294673478 || Iter Time:0.010144948959350586 || Total time:25.725419759750366 Iteration: 77 || Clusters count: 14 || Log posterior: -258114.1978778282 || Iter Time:0.010332107543945312 || Total time:25.73575186729431 Iteration: 78 || Clusters count: 14 || Log posterior: -258107.9651743369 || Iter Time:0.010082006454467773 || Total time:25.74583387374878 Iteration: 79 || Clusters count: 14 || Log posterior: -258120.69732090336 || Iter Time:0.010303974151611328 || Total time:25.75613784790039 Iteration: 80 || Clusters count: 14 || Log posterior: -258123.5882997718 || Iter Time:0.010801076889038086 || Total time:25.76693892478943 Iteration: 81 || Clusters count: 14 || Log posterior: -258111.98886167593 || Iter Time:0.011379003524780273 || Total time:25.77831792831421 Iteration: 82 || Clusters count: 14 || Log posterior: -258128.04233652548 || Iter Time:0.011601924896240234 || Total time:25.78991985321045 Iteration: 83 || Clusters count: 14 || Log posterior: -258080.9671393183 || Iter Time:0.010868072509765625 || Total time:25.800787925720215 Loading and distributing data: 0.000986 seconds (128 allocations: 395.820 KiB) Iteration: 84 || Clusters count: 14 || Log posterior: -257848.24317600587 || Iter Time:0.013457059860229492 || Total time:25.814244985580444 Iteration: 85 || Clusters count: 14 || Log posterior: -257718.9953028473 || Iter Time:0.011838912963867188 || Total time:25.82608389854431 Iteration: 86 || Clusters count: 16 || Log posterior: -257110.2298194981 || Iter Time:0.013902902603149414 || Total time:25.83998680114746 Iteration: 87 || Clusters count: 17 || Log posterior: -256720.0597701411 || Iter Time:0.013870954513549805 || Total time:25.85385775566101 Iteration: 88 || Clusters count: 17 || Log posterior: -256625.56591567225 || Iter Time:0.013299942016601562 || Total time:25.867157697677612 Iteration: 89 || Clusters count: 17 || Log posterior: -256611.0560820215 || Iter Time:0.013178110122680664 || Total time:25.880335807800293 Iteration: 90 || Clusters count: 17 || Log posterior: -256593.7053372581 || Iter Time:0.01366281509399414 || Total time:25.893998622894287 Iteration: 91 || Clusters count: 17 || Log posterior: -256623.1272068908 || Iter Time:0.018174171447753906 || Total time:25.91217279434204 Iteration: 92 || Clusters count: 17 || Log posterior: -256589.28704418454 || Iter Time:0.013267993927001953 || Total time:25.925440788269043 Iteration: 93 || Clusters count: 17 || Log posterior: -256585.66596645408 || Iter Time:0.013191938400268555 || Total time:25.93863272666931 Iteration: 94 || Clusters count: 17 || Log posterior: -256563.20603762678 || Iter Time:0.01279902458190918 || Total time:25.95143175125122 Iteration: 95 || Clusters count: 17 || Log posterior: -256548.13134303284 || Iter Time:0.012801170349121094 || Total time:25.964232921600342 Iteration: 96 || Clusters count: 17 || Log posterior: -256532.14352007906 || Iter Time:0.012923002243041992 || Total time:25.977155923843384 Iteration: 97 || Clusters count: 17 || Log posterior: -256558.61052651532 || Iter Time:0.017058134078979492 || Total time:25.994214057922363 Iteration: 98 || Clusters count: 17 || Log posterior: -256542.4514264542 || Iter Time:0.013538122177124023 || Total time:26.007752180099487 Iteration: 99 || Clusters count: 17 || Log posterior: -256552.09080814823 || Iter Time:0.014544010162353516 || Total time:26.02229619026184 Iteration: 100 || Clusters count: 17 || Log posterior: -256545.79025370814 || Iter Time:0.014431953430175781 || Total time:26.036728143692017 Iteration: 101 || Clusters count: 17 || Log posterior: -256524.84041652593 || Iter Time:0.015909910202026367 || Total time:26.052638053894043 Iteration: 102 || Clusters count: 17 || Log posterior: -256526.65370910917 || Iter Time:0.021789073944091797 || Total time:26.074427127838135 Iteration: 103 || Clusters count: 17 || Log posterior: -256520.50221484134 || Iter Time:0.019063949584960938 || Total time:26.093491077423096 Iteration: 104 || Clusters count: 17 || Log posterior: -256520.50221484134 || Iter Time:0.017158985137939453 || Total time:26.110650062561035 Loading and distributing data: 0.000734 seconds (128 allocations: 395.820 KiB) Iteration: 105 || Clusters count: 17 || Log posterior: -256453.968311721 || Iter Time:0.02233290672302246 || Total time:26.132982969284058 Iteration: 106 || Clusters count: 17 || Log posterior: -256386.41693894056 || Iter Time:0.020090818405151367 || Total time:26.15307378768921 Iteration: 107 || Clusters count: 18 || Log posterior: -256218.0700490481 || Iter Time:0.021337032318115234 || Total time:26.174410820007324 Iteration: 108 || Clusters count: 18 || Log posterior: -256155.30053356217 || Iter Time:0.02011394500732422 || Total time:26.19452476501465 Iteration: 109 || Clusters count: 18 || Log posterior: -256152.72436168717 || Iter Time:0.024281024932861328 || Total 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time:26.52618098258972 Iteration: 124 || Clusters count: 18 || Log posterior: -256164.26968402526 || Iter Time:0.022610187530517578 || Total time:26.54879117012024 Iteration: 125 || Clusters count: 18 || Log posterior: -256152.9980812228 || Iter Time:0.02078413963317871 || Total time:26.569575309753418 Loading and distributing data: 0.000766 seconds (128 allocations: 395.789 KiB) Iteration: 126 || Clusters count: 19 || Log posterior: -255991.25244389646 || Iter Time:0.02586507797241211 || Total time:26.59544038772583 Iteration: 127 || Clusters count: 19 || Log posterior: -255918.02923059562 || Iter Time:0.019578933715820312 || Total time:26.61501932144165 Iteration: 128 || Clusters count: 19 || Log posterior: -255916.84753654976 || Iter Time:0.0194699764251709 || Total time:26.63448929786682 Iteration: 129 || Clusters count: 19 || Log posterior: -255911.58059962097 || Iter Time:0.02362799644470215 || Total time:26.658117294311523 Iteration: 130 || Clusters count: 19 || Log posterior: -255903.18296000396 || Iter Time:0.019774913787841797 || Total time:26.677892208099365 Iteration: 131 || Clusters count: 19 || Log posterior: -255904.91145015735 || Iter Time:0.019628047943115234 || Total time:26.69752025604248 Iteration: 132 || Clusters count: 19 || Log posterior: -255909.56178969523 || Iter Time:0.023699045181274414 || Total time:26.721219301223755 Iteration: 133 || Clusters count: 19 || Log posterior: -255904.5458478448 || Iter Time:0.019984960556030273 || Total time:26.741204261779785 Iteration: 134 || Clusters count: 19 || Log posterior: -255904.5458478448 || Iter Time:0.01941514015197754 || Total time:26.760619401931763 Iteration: 135 || Clusters count: 19 || Log posterior: -255908.96786748685 || Iter Time:0.01955103874206543 || Total time:26.780170440673828 Iteration: 136 || Clusters count: 19 || Log posterior: -255907.13449877355 || Iter Time:0.024595022201538086 || Total time:26.804765462875366 Iteration: 137 || Clusters count: 19 || Log posterior: -255905.68286866313 || Iter Time:0.019102096557617188 || Total time:26.823867559432983 Iteration: 138 || Clusters count: 19 || Log posterior: -255919.7552589174 || Iter Time:0.019279956817626953 || Total time:26.84314751625061 Iteration: 139 || Clusters count: 19 || Log posterior: -255902.73507623808 || Iter Time:0.02304697036743164 || Total time:26.866194486618042 Iteration: 140 || Clusters count: 19 || Log posterior: -255908.6487033646 || Iter Time:0.019968032836914062 || Total time:26.886162519454956 Iteration: 141 || Clusters count: 19 || Log posterior: -255912.15929692436 || Iter Time:0.02438187599182129 || Total time:26.910544395446777 Iteration: 142 || Clusters count: 19 || Log posterior: -255909.17588362534 || Iter Time:0.028316020965576172 || Total time:26.938860416412354 Iteration: 143 || Clusters count: 19 || Log posterior: -255917.2817375421 || Iter Time:0.023821115493774414 || Total time:26.962681531906128 Iteration: 144 || Clusters count: 19 || Log posterior: -255907.74841438048 || Iter Time:0.023769140243530273 || Total time:26.986450672149658 Iteration: 145 || Clusters count: 19 || Log posterior: -255904.49991662658 || Iter Time:0.029958009719848633 || Total time:27.016408681869507 Iteration: 146 || Clusters count: 19 || Log posterior: -255900.79540222348 || Iter Time:0.023009061813354492 || Total time:27.03941774368286 Loading and distributing data: 0.000798 seconds (128 allocations: 395.789 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255568.26197537637 || Iter Time:0.023843050003051758 || Total time:27.063260793685913 Iteration: 148 || Clusters count: 20 || Log posterior: -255477.76084830877 || Iter Time:0.024703025817871094 || Total time:27.087963819503784 Iteration: 149 || Clusters count: 20 || Log posterior: -255475.96998444395 || Iter Time:0.02174210548400879 || Total time:27.109705924987793 Iteration: 150 || Clusters count: 20 || Log posterior: -255469.64144314325 || Iter Time:0.021361827850341797 || Total 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posterior: -255421.89155627028 || Iter Time:0.02369999885559082 || Total time:27.641662120819092 Iteration: 172 || Clusters count: 21 || Log posterior: -255422.66415424482 || Iter Time:0.02407693862915039 || Total time:27.665739059448242 Iteration: 173 || Clusters count: 21 || Log posterior: -255419.87530038532 || Iter Time:0.02753305435180664 || Total time:27.69327211380005 Iteration: 174 || Clusters count: 21 || Log posterior: -255422.47180838548 || Iter Time:0.024447917938232422 || Total time:27.71772003173828 Iteration: 175 || Clusters count: 21 || Log posterior: -255420.5650635748 || Iter Time:0.02390909194946289 || Total time:27.741629123687744 Iteration: 176 || Clusters count: 21 || Log posterior: -255420.8620170176 || Iter Time:0.027328968048095703 || Total time:27.76895809173584 Iteration: 177 || Clusters count: 21 || Log posterior: -255418.6143629541 || Iter Time:0.02353501319885254 || Total time:27.792493104934692 Iteration: 178 || Clusters count: 21 || Log posterior: -255418.52011975748 || Iter Time:0.02353811264038086 || Total time:27.816031217575073 Iteration: 179 || Clusters count: 21 || Log posterior: -255419.2089944698 || Iter Time:0.0281679630279541 || Total time:27.844199180603027 Iteration: 180 || Clusters count: 21 || Log posterior: -255420.84079316026 || Iter Time:0.023846864700317383 || Total time:27.868046045303345 Iteration: 181 || Clusters count: 21 || Log posterior: -255420.75646306254 || Iter Time:0.023730993270874023 || Total time:27.89177703857422 Iteration: 182 || Clusters count: 21 || Log posterior: -255428.74941241735 || Iter Time:0.02764892578125 || Total time:27.91942596435547 Iteration: 183 || Clusters count: 21 || Log posterior: -255418.41506580816 || Iter Time:0.027521133422851562 || Total time:27.94694709777832 Iteration: 184 || Clusters count: 21 || Log posterior: -255421.84953809064 || Iter Time:0.03186392784118652 || Total time:27.978811025619507 Iteration: 185 || Clusters count: 21 || Log posterior: -255415.74280726476 || Iter Time:0.028098106384277344 || Total time:28.006909132003784 Iteration: 186 || Clusters count: 21 || Log posterior: -255420.009544677 || Iter Time:0.02803516387939453 || Total time:28.03494429588318 Iteration: 187 || Clusters count: 21 || Log posterior: -255423.35372600923 || Iter Time:0.03163599967956543 || Total time:28.066580295562744 Iteration: 188 || Clusters count: 21 || Log posterior: -255413.361891746 || Iter Time:0.025665998458862305 || Total time:28.092246294021606 Loading and distributing data: 0.000806 seconds (128 allocations: 395.789 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255393.37167552765 || Iter Time:0.03182506561279297 || Total time:28.1240713596344 Iteration: 190 || Clusters count: 20 || Log posterior: -255372.36157990512 || Iter Time:0.024003028869628906 || Total time:28.14807438850403 Iteration: 191 || Clusters count: 20 || Log posterior: -255370.96863251194 || Iter Time:0.024296998977661133 || Total time:28.17237138748169 Iteration: 192 || Clusters count: 20 || Log posterior: -255374.81580288793 || Iter Time:0.028080224990844727 || Total time:28.200451612472534 Iteration: 193 || Clusters count: 20 || Log posterior: -255381.32780108595 || Iter Time:0.02520895004272461 || Total time:28.22566056251526 Iteration: 194 || Clusters count: 20 || Log posterior: -255369.1939584523 || Iter Time:0.026221036911010742 || Total time:28.25188159942627 Iteration: 195 || Clusters count: 20 || Log posterior: -255379.73108495402 || Iter Time:0.02886199951171875 || Total time:28.28074359893799 Iteration: 196 || Clusters count: 20 || Log posterior: -255371.53535182547 || Iter Time:0.024842023849487305 || Total time:28.305585622787476 Iteration: 197 || Clusters count: 20 || Log posterior: -255373.36503098626 || Iter Time:0.027916908264160156 || Total time:28.333502531051636 Iteration: 198 || Clusters count: 20 || Log posterior: -255371.53535182547 || Iter Time:0.030672073364257812 || Total time:28.364174604415894 Iteration: 199 || Clusters count: 20 || Log posterior: -255374.54971737272 || Iter Time:0.02501392364501953 || Total time:28.389188528060913 Iteration: 200 || Clusters count: 20 || Log posterior: -255368.55344293112 || Iter Time:0.024760961532592773 || Total time:28.413949489593506 Iteration: 201 || Clusters count: 20 || Log posterior: -255368.55344293112 || Iter Time:0.02892613410949707 || Total time:28.442875623703003 Iteration: 202 || Clusters count: 20 || Log posterior: -255367.4275423007 || Iter Time:0.025045156478881836 || Total time:28.467920780181885 Iteration: 203 || Clusters count: 20 || Log posterior: -255379.89849302365 || Iter Time:0.024660825729370117 || Total time:28.492581605911255 Iteration: 204 || Clusters count: 20 || Log posterior: -255382.58444587266 || Iter Time:0.027907848358154297 || Total time:28.52048945426941 Iteration: 205 || Clusters count: 20 || Log posterior: -255376.86171862518 || Iter Time:0.02568507194519043 || Total time:28.5461745262146 Iteration: 206 || Clusters count: 20 || Log posterior: -255371.14493805307 || Iter Time:0.026129961013793945 || Total time:28.572304487228394 Iteration: 207 || Clusters count: 20 || Log posterior: -255367.8010110591 || Iter Time:0.03057408332824707 || Total time:28.60287857055664 Iteration: 208 || Clusters count: 20 || Log posterior: -255369.1939584523 || Iter Time:0.026041030883789062 || Total time:28.62891960144043 Iteration: 209 || Clusters count: 20 || Log posterior: -255369.1939584523 || Iter Time:0.024291038513183594 || Total time:28.653210639953613 NMI: 0.8044781781999738 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m34.6s [24967, 31478, 93399, 70166, 43162, 39320, 21752, 104974, 528, 4535, 47962, 105883, 8359, 72528, 40659, 173450, 72611, 37442, 6483, 342] Loading and distributing data: 0.000260 seconds (128 allocations: 12.977 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7391.077977130752 || Iter Time:5.0029401779174805 || Total time:5.0029401779174805 Iteration: 1 || Clusters count: 1 || Log posterior: -7391.077977130752 || Iter Time:0.002273082733154297 || Total time:5.005213260650635 Iteration: 2 || Clusters count: 1 || Log posterior: -7391.077977130752 || Iter Time:0.001641988754272461 || Total time:5.006855249404907 Iteration: 3 || Clusters count: 1 || Log posterior: -7391.077977130752 || Iter Time:0.0015130043029785156 || Total time:5.008368253707886 Iteration: 4 || Clusters count: 1 || Log posterior: -7391.077977130752 || Iter Time:0.0014719963073730469 || Total time:5.009840250015259 Iteration: 5 || Clusters count: 1 || Log posterior: -7391.077977130752 || Iter Time:0.0015120506286621094 || Total time:5.011352300643921 Iteration: 6 || Clusters count: 1 || Log posterior: -7391.077977130752 || Iter Time:0.0015528202056884766 || Total time:5.012905120849609 Iteration: 7 || Clusters count: 1 || Log posterior: -7391.077977130752 || Iter Time:0.0015900135040283203 || Total time:5.014495134353638 Iteration: 8 || Clusters count: 2 || Log posterior: -7058.133209208807 || Iter Time:0.16490602493286133 || Total time:5.179401159286499 Iteration: 9 || Clusters count: 2 || Log posterior: -7057.548523056614 || Iter Time:0.0020599365234375 || Total time:5.1814610958099365 Iteration: 10 || Clusters count: 2 || Log posterior: -7049.508961121241 || Iter Time:0.0018939971923828125 || Total time:5.183355093002319 Iteration: 11 || Clusters count: 2 || Log posterior: -7039.129568051133 || Iter Time:0.0019011497497558594 || Total time:5.185256242752075 Iteration: 12 || Clusters count: 2 || Log posterior: -7046.218675306967 || Iter Time:0.0018999576568603516 || Total time:5.1871562004089355 Iteration: 13 || Clusters count: 2 || Log posterior: -7046.333599176731 || Iter Time:0.002004861831665039 || Total time:5.189161062240601 Iteration: 14 || Clusters count: 2 || Log posterior: -7036.086468567747 || Iter Time:0.0019218921661376953 || Total time:5.191082954406738 Iteration: 15 || Clusters count: 2 || Log posterior: -7035.138752705662 || Iter Time:0.0019779205322265625 || Total time:5.193060874938965 Iteration: 16 || Clusters count: 2 || Log posterior: -7057.649828757641 || Iter Time:0.0019991397857666016 || Total time:5.1950600147247314 Iteration: 17 || Clusters count: 2 || Log posterior: -7044.006046450792 || Iter Time:0.001953125 || Total time:5.1970131397247314 Iteration: 18 || Clusters count: 3 || Log posterior: -6839.780730751822 || Iter Time:0.0040798187255859375 || Total time:5.201092958450317 Iteration: 19 || Clusters count: 3 || Log posterior: -6836.20113061398 || Iter Time:0.002498149871826172 || Total time:5.2035911083221436 Iteration: 20 || Clusters count: 3 || Log posterior: -6846.47084450294 || Iter Time:0.0024309158325195312 || Total time:5.206022024154663 Iteration: 21 || Clusters count: 3 || Log posterior: -6826.346628702157 || Iter Time:0.002232074737548828 || Total time:5.208254098892212 Iteration: 22 || Clusters count: 3 || Log posterior: -6806.911730829791 || Iter Time:0.0023169517517089844 || Total time:5.210571050643921 Iteration: 23 || Clusters count: 3 || Log posterior: -6789.351369065206 || Iter Time:0.002285003662109375 || Total time:5.21285605430603 Iteration: 24 || Clusters count: 3 || Log posterior: -6776.6840797372015 || Iter Time:0.04507803916931152 || Total time:5.257934093475342 Iteration: 25 || Clusters count: 3 || Log posterior: -6767.59400133176 || Iter Time:0.002521991729736328 || Total time:5.260456085205078 Iteration: 26 || Clusters count: 3 || Log posterior: -6768.483206141574 || Iter Time:0.0024061203002929688 || Total time:5.262862205505371 Iteration: 27 || Clusters count: 3 || Log posterior: -6769.684456547812 || Iter Time:0.0023660659790039062 || Total time:5.265228271484375 Iteration: 28 || Clusters count: 3 || Log posterior: -6780.122229890548 || Iter Time:0.0024061203002929688 || Total time:5.267634391784668 Iteration: 29 || Clusters count: 3 || Log posterior: -6777.3264522327745 || Iter Time:0.0022978782653808594 || Total time:5.269932270050049 Iteration: 30 || Clusters count: 3 || Log posterior: -6764.838563522989 || Iter Time:1.8979759216308594 || Total time:7.167908191680908 true [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] Loading and distributing data: 0.000195 seconds (128 allocations: 12.977 KiB) Iteration: 31 || Clusters count: 3 || Log posterior: -6653.616944276095 || Iter Time:0.12037086486816406 || Total time:7.288279056549072 Iteration: 32 || Clusters count: 3 || Log posterior: -6646.269854453289 || Iter Time:0.007070779800415039 || Total time:7.295349836349487 Loading and distributing data: 0.000113 seconds (128 allocations: 12.977 KiB) Iteration: 33 || Clusters count: 3 || Log posterior: -6170.96878578632 || Iter Time:0.0026171207427978516 || Total time:7.297966957092285 Iteration: 34 || Clusters count: 3 || Log posterior: -6170.685777756412 || Iter Time:0.007090091705322266 || Total time:7.305057048797607 Loading and distributing data: 0.000126 seconds (128 allocations: 12.977 KiB) Iteration: 35 || Clusters count: 3 || Log posterior: -6029.719097506516 || Iter Time:0.002637147903442383 || Total time:7.30769419670105 Iteration: 36 || Clusters count: 3 || Log posterior: -6021.151340994932 || Iter Time:0.006970882415771484 || Total time:7.314665079116821 Loading and distributing data: 0.000111 seconds (128 allocations: 12.977 KiB) Iteration: 37 || Clusters count: 3 || Log posterior: -6038.763922903453 || Iter Time:0.0025839805603027344 || Total time:7.317249059677124 Iteration: 38 || Clusters count: 3 || Log posterior: -6023.689603237178 || Iter Time:0.007152080535888672 || Total time:7.324401140213013 Loading and distributing data: 0.000116 seconds (128 allocations: 12.977 KiB) Iteration: 39 || Clusters count: 3 || Log posterior: -6035.6784557384335 || Iter Time:0.002644777297973633 || Total time:7.327045917510986 Iteration: 40 || Clusters count: 3 || Log posterior: -6031.144358872365 || Iter Time:0.007166862487792969 || Total time:7.334212779998779 Loading and distributing data: 0.000111 seconds (128 allocations: 12.977 KiB) Iteration: 41 || Clusters count: 3 || Log posterior: -6015.469142924592 || Iter Time:0.0028820037841796875 || Total time:7.337094783782959 Iteration: 42 || Clusters count: 3 || Log posterior: -6012.111712804267 || Iter Time:0.007257938385009766 || Total time:7.344352722167969 Loading and distributing data: 0.000113 seconds (128 allocations: 12.977 KiB) Iteration: 43 || Clusters count: 3 || Log posterior: -6017.522847665851 || Iter Time:0.0029489994049072266 || Total time:7.347301721572876 Iteration: 44 || Clusters count: 3 || Log posterior: -6012.502205591981 || Iter Time:0.00757598876953125 || Total time:7.354877710342407 Loading and distributing data: 0.000105 seconds (128 allocations: 12.977 KiB) Iteration: 45 || Clusters count: 3 || Log posterior: -6003.19210361234 || Iter Time:0.002935171127319336 || Total time:7.357812881469727 Iteration: 46 || Clusters count: 3 || Log posterior: -6000.757763192922 || Iter Time:0.007632017135620117 || Total time:7.365444898605347 Loading and distributing data: 0.000114 seconds (128 allocations: 12.977 KiB) Iteration: 47 || Clusters count: 3 || Log posterior: -6010.105777593733 || Iter Time:0.002886056900024414 || Total time:7.368330955505371 Iteration: 48 || Clusters count: 3 || Log posterior: -6008.806617504125 || Iter Time:0.007390022277832031 || Total time:7.375720977783203 Loading and distributing data: 0.000112 seconds (128 allocations: 12.977 KiB) Iteration: 49 || Clusters count: 3 || Log posterior: -6029.480425844365 || Iter Time:0.002933025360107422 || Total time:7.3786540031433105 Iteration: 50 || Clusters count: 3 || Log posterior: -6029.480425844365 || Iter Time:0.007399082183837891 || Total time:7.386053085327148 Loading and distributing data: 0.000114 seconds (128 allocations: 12.977 KiB) Iteration: 51 || Clusters count: 3 || Log posterior: -6022.856171950726 || Iter Time:0.0028967857360839844 || Total time:7.388949871063232 Iteration: 52 || Clusters count: 3 || Log posterior: -6018.346114557105 || Iter Time:0.007367849349975586 || Total time:7.396317720413208 Loading and distributing data: 0.000120 seconds (128 allocations: 12.977 KiB) Iteration: 53 || Clusters count: 3 || Log posterior: -6001.106843461453 || Iter Time:0.0030100345611572266 || Total time:7.399327754974365 Iteration: 54 || Clusters count: 3 || Log posterior: -5998.029723016369 || Iter Time:0.007302999496459961 || Total time:7.406630754470825 Loading and distributing data: 0.000114 seconds (128 allocations: 12.977 KiB) Iteration: 55 || Clusters count: 3 || Log posterior: -6001.910039412657 || Iter Time:0.002995014190673828 || Total time:7.409625768661499 Iteration: 56 || Clusters count: 3 || Log posterior: -6000.603505645694 || Iter Time:0.007408857345581055 || Total time:7.41703462600708 Loading and distributing data: 0.000114 seconds (128 allocations: 12.977 KiB) Iteration: 57 || Clusters count: 3 || Log posterior: -6009.224558550255 || Iter Time:0.0029859542846679688 || Total time:7.420020580291748 Iteration: 58 || Clusters count: 3 || Log posterior: -6004.787885032539 || Iter Time:0.0076751708984375 || Total time:7.4276957511901855 Loading and distributing data: 0.000120 seconds (128 allocations: 12.977 KiB) Iteration: 59 || Clusters count: 3 || Log posterior: -6044.520196961752 || Iter Time:0.0029730796813964844 || Total time:7.430668830871582 Iteration: 60 || Clusters count: 3 || Log posterior: -6037.25693743953 || Iter Time:0.007409811019897461 || Total time:7.4380786418914795 Loading and distributing data: 0.000139 seconds (128 allocations: 12.977 KiB) Iteration: 61 || Clusters count: 3 || Log posterior: -6052.195571318393 || Iter Time:0.002972126007080078 || Total time:7.44105076789856 Iteration: 62 || Clusters count: 3 || Log posterior: -6042.582586415222 || Iter Time:0.007470130920410156 || Total time:7.44852089881897 Loading and distributing data: 0.000103 seconds (128 allocations: 12.977 KiB) Iteration: 63 || Clusters count: 3 || Log posterior: -6036.099142265256 || Iter Time:0.0029070377349853516 || Total time:7.451427936553955 Iteration: 64 || Clusters count: 3 || Log posterior: -6028.009798062222 || Iter Time:0.007441997528076172 || Total time:7.458869934082031 Loading and distributing data: 0.000107 seconds (128 allocations: 12.977 KiB) Iteration: 65 || Clusters count: 3 || Log posterior: -6028.17617163227 || Iter Time:0.003000020980834961 || Total time:7.461869955062866 Iteration: 66 || Clusters count: 3 || Log posterior: -6023.459943607454 || Iter Time:0.007169961929321289 || Total time:7.4690399169921875 Loading and distributing data: 0.000113 seconds (128 allocations: 12.977 KiB) Iteration: 67 || Clusters count: 3 || Log posterior: -6013.909541289033 || Iter Time:0.0029439926147460938 || Total time:7.471983909606934 Iteration: 68 || Clusters count: 3 || Log posterior: -6013.909541289033 || Iter Time:0.007122993469238281 || Total time:7.479106903076172 Loading and distributing data: 0.000108 seconds (128 allocations: 12.977 KiB) Iteration: 69 || Clusters count: 3 || Log posterior: -6018.800855229226 || Iter Time:0.002992868423461914 || Total time:7.482099771499634 Iteration: 70 || Clusters count: 3 || Log posterior: -6015.416823771971 || Iter Time:0.007154941558837891 || Total time:7.489254713058472 Loading and distributing data: 0.000113 seconds (128 allocations: 13.008 KiB) Iteration: 71 || Clusters count: 3 || Log posterior: -6013.035743547838 || Iter Time:0.002938985824584961 || Total time:7.492193698883057 Iteration: 72 || Clusters count: 3 || Log posterior: -6005.945186045783 || Iter Time:0.007259845733642578 || Total time:7.499453544616699 Loading and distributing data: 0.000108 seconds (128 allocations: 12.977 KiB) Iteration: 73 || Clusters count: 3 || Log posterior: -6009.816744267032 || Iter Time:0.002827882766723633 || Total time:7.502281427383423 Iteration: 74 || Clusters count: 3 || Log posterior: -6008.325272807774 || Iter Time:0.007404804229736328 || Total time:7.509686231613159 Loading and distributing data: 0.000101 seconds (128 allocations: 12.977 KiB) Iteration: 75 || Clusters count: 3 || Log posterior: -6033.573121287778 || Iter Time:0.0028641223907470703 || Total time:7.512550354003906 Iteration: 76 || Clusters count: 3 || Log posterior: -6029.128768461431 || Iter Time:0.007642030715942383 || Total time:7.520192384719849 Loading and distributing data: 0.000108 seconds (128 allocations: 12.977 KiB) Iteration: 77 || Clusters count: 3 || Log posterior: -6021.047427198643 || Iter Time:0.0029001235961914062 || Total time:7.52309250831604 Iteration: 78 || Clusters count: 3 || Log posterior: -6021.047427198643 || Iter Time:0.0072460174560546875 || Total time:7.530338525772095 Loading and distributing data: 0.000107 seconds (128 allocations: 12.977 KiB) Iteration: 79 || Clusters count: 3 || Log posterior: -5995.694555111032 || Iter Time:0.0028579235076904297 || Total time:7.533196449279785 Iteration: 80 || Clusters count: 3 || Log posterior: -5995.694555111032 || Iter Time:0.007169008255004883 || Total time:7.54036545753479 Loading and distributing data: 0.000113 seconds (128 allocations: 12.977 KiB) Iteration: 81 || Clusters count: 3 || Log posterior: -6009.941580520251 || Iter Time:0.0031080245971679688 || Total time:7.543473482131958 Iteration: 82 || Clusters count: 3 || Log posterior: -6000.723749341209 || Iter Time:0.007867097854614258 || Total time:7.551340579986572 Loading and distributing data: 0.000128 seconds (128 allocations: 12.977 KiB) Iteration: 83 || Clusters count: 3 || Log posterior: -6036.879896009537 || Iter Time:0.003139972686767578 || Total time:7.55448055267334 Iteration: 84 || Clusters count: 3 || Log posterior: -6028.561537387392 || Iter Time:0.007527828216552734 || Total time:7.562008380889893 Loading and distributing data: 0.000146 seconds (128 allocations: 12.977 KiB) Iteration: 85 || Clusters count: 3 || Log posterior: -6041.777746029812 || Iter Time:0.0030701160430908203 || Total time:7.565078496932983 Iteration: 86 || Clusters count: 3 || Log posterior: -6041.777746029812 || Iter Time:0.00757598876953125 || Total time:7.572654485702515 Loading and distributing data: 0.000120 seconds (128 allocations: 12.977 KiB) Iteration: 87 || Clusters count: 3 || Log posterior: -6028.667755826852 || Iter Time:0.002950906753540039 || Total time:7.575605392456055 Iteration: 88 || Clusters count: 3 || Log posterior: -6024.433231190099 || Iter Time:0.007397174835205078 || Total time:7.58300256729126 Loading and distributing data: 0.000117 seconds (128 allocations: 12.977 KiB) Iteration: 89 || Clusters count: 3 || Log posterior: -6030.113704049231 || Iter Time:0.0031599998474121094 || Total time:7.586162567138672 Iteration: 90 || Clusters count: 3 || Log posterior: -6017.480627036726 || Iter Time:0.008130073547363281 || Total time:7.594292640686035 Loading and distributing data: 0.000130 seconds (128 allocations: 12.977 KiB) Iteration: 91 || Clusters count: 3 || Log posterior: -6024.084040726416 || Iter Time:0.003152132034301758 || Total time:7.597444772720337 Iteration: 92 || Clusters count: 3 || Log posterior: -6024.084040726416 || Iter Time:0.008566856384277344 || Total time:7.606011629104614 Loading and distributing data: 0.000121 seconds (128 allocations: 12.977 KiB) Iteration: 93 || Clusters count: 3 || Log posterior: -6015.874576534796 || Iter Time:0.003259897232055664 || Total time:7.60927152633667 Iteration: 94 || Clusters count: 3 || Log posterior: -6015.874576534796 || Iter Time:0.008579015731811523 || Total time:7.6178505420684814 Loading and distributing data: 0.000120 seconds (128 allocations: 12.977 KiB) Iteration: 95 || Clusters count: 3 || Log posterior: -6026.055201562812 || Iter Time:0.0034711360931396484 || Total time:7.621321678161621 Iteration: 96 || Clusters count: 3 || Log posterior: -6013.024730231177 || Iter Time:0.008077144622802734 || Total time:7.629398822784424 Loading and distributing data: 0.000117 seconds (128 allocations: 12.977 KiB) Iteration: 97 || Clusters count: 3 || Log posterior: -6031.510132376111 || Iter Time:0.003034830093383789 || Total time:7.632433652877808 Iteration: 98 || Clusters count: 3 || Log posterior: -6023.537393143838 || Iter Time:0.007637977600097656 || Total time:7.640071630477905 Loading and distributing data: 0.000117 seconds (128 allocations: 12.977 KiB) Iteration: 99 || Clusters count: 3 || Log posterior: -6021.133793390132 || Iter Time:0.003106832504272461 || Total time:7.643178462982178 Iteration: 100 || Clusters count: 3 || Log posterior: -6021.133793390132 || Iter Time:0.0076770782470703125 || Total time:7.650855541229248 Loading and distributing data: 0.000114 seconds (128 allocations: 12.977 KiB) Iteration: 101 || Clusters count: 3 || Log posterior: -6042.6323460578415 || Iter Time:0.003297090530395508 || Total time:7.6541526317596436 Iteration: 102 || Clusters count: 3 || Log posterior: -6034.777865616196 || Iter Time:0.00766301155090332 || Total time:7.661815643310547 Loading and distributing data: 0.000138 seconds (128 allocations: 12.977 KiB) Iteration: 103 || Clusters count: 3 || Log posterior: -6021.834228128028 || Iter Time:0.003053903579711914 || Total time:7.664869546890259 Iteration: 104 || Clusters count: 3 || Log posterior: -6021.834228128028 || Iter Time:0.007272005081176758 || Total time:7.6721415519714355 Loading and distributing data: 0.000122 seconds (128 allocations: 12.977 KiB) Iteration: 105 || Clusters count: 3 || Log posterior: -6007.136400926756 || Iter Time:0.0029211044311523438 || Total time:7.675062656402588 Iteration: 106 || Clusters count: 3 || Log posterior: -6007.136400926756 || Iter Time:0.007354021072387695 || Total time:7.682416677474976 Loading and distributing data: 0.000109 seconds (128 allocations: 12.977 KiB) Iteration: 107 || Clusters count: 3 || Log posterior: -6008.348911208165 || Iter Time:0.0030040740966796875 || Total time:7.685420751571655 Iteration: 108 || Clusters count: 3 || Log posterior: -6000.398172688655 || Iter Time:0.0074999332427978516 || Total time:7.692920684814453 Loading and distributing data: 0.000113 seconds (128 allocations: 12.977 KiB) Iteration: 109 || Clusters count: 3 || Log posterior: -6010.042697373531 || Iter Time:0.0031919479370117188 || Total time:7.696112632751465 Iteration: 110 || Clusters count: 3 || Log posterior: -6007.476171991118 || Iter Time:0.0076100826263427734 || Total time:7.703722715377808 Loading and distributing data: 0.000116 seconds (128 allocations: 12.977 KiB) Iteration: 111 || Clusters count: 3 || Log posterior: -6009.968807406485 || Iter Time:0.0030541419982910156 || Total time:7.706776857376099 Iteration: 112 || Clusters count: 3 || Log posterior: -6005.326096726153 || Iter Time:0.007647991180419922 || Total time:7.7144248485565186 Loading and distributing data: 0.000129 seconds (128 allocations: 12.977 KiB) Iteration: 113 || Clusters count: 3 || Log posterior: -6019.695080581338 || Iter Time:0.0029888153076171875 || Total time:7.717413663864136 Iteration: 114 || Clusters count: 3 || Log posterior: -6015.0511638101325 || Iter Time:0.0076558589935302734 || Total time:7.725069522857666 Loading and distributing data: 0.000210 seconds (789 allocations: 54.531 KiB) Iteration: 115 || Clusters count: 3 || Log posterior: -6018.650578623648 || Iter Time:0.0029540061950683594 || Total time:7.728023529052734 Iteration: 116 || Clusters count: 3 || Log posterior: -6013.669914505978 || Iter Time:0.0075681209564208984 || Total time:7.735591650009155 Loading and distributing data: 0.000112 seconds (128 allocations: 12.977 KiB) Iteration: 117 || Clusters count: 3 || Log posterior: -6011.274634358389 || Iter Time:0.003072023391723633 || Total time:7.738663673400879 Iteration: 118 || Clusters count: 3 || Log posterior: -5998.679705747378 || Iter Time:0.007566928863525391 || Total time:7.746230602264404 Loading and distributing data: 0.000121 seconds (128 allocations: 12.977 KiB) Iteration: 119 || Clusters count: 3 || Log posterior: -6032.788762086723 || Iter Time:0.0032219886779785156 || Total time:7.749452590942383 Iteration: 120 || Clusters count: 3 || Log posterior: -6029.417837946911 || Iter Time:0.007707834243774414 || Total time:7.757160425186157 Loading and distributing data: 0.000116 seconds (128 allocations: 12.977 KiB) Iteration: 121 || Clusters count: 3 || Log posterior: -6039.085595148579 || Iter Time:0.0032410621643066406 || Total time:7.760401487350464 Iteration: 122 || Clusters count: 3 || Log posterior: -6035.110511983607 || Iter Time:0.007995128631591797 || Total time:7.768396615982056 Loading and distributing data: 0.000131 seconds (128 allocations: 12.977 KiB) Iteration: 123 || Clusters count: 3 || Log posterior: -6018.238180004187 || Iter Time:0.0036079883575439453 || Total time:7.7720046043396 Iteration: 124 || Clusters count: 3 || Log posterior: -6012.751419069247 || Iter Time:0.007463932037353516 || Total time:7.779468536376953 Loading and distributing data: 0.000120 seconds (128 allocations: 12.977 KiB) Iteration: 125 || Clusters count: 3 || Log posterior: -6034.28331681614 || Iter Time:0.003016948699951172 || Total time:7.782485485076904 Iteration: 126 || Clusters count: 3 || Log posterior: -6028.6013939720215 || Iter Time:0.008102893829345703 || Total time:7.79058837890625 Loading and distributing data: 0.000121 seconds 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posterior: -6016.403458842676 || Iter Time:0.007819890975952148 || Total time:7.8545591831207275 Loading and distributing data: 0.000128 seconds (128 allocations: 12.977 KiB) Iteration: 139 || Clusters count: 3 || Log posterior: -6028.598518721583 || Iter Time:0.0029380321502685547 || Total time:7.857497215270996 Iteration: 140 || Clusters count: 3 || Log posterior: -6025.9793771073555 || Iter Time:0.007919073104858398 || Total time:7.8654162883758545 Loading and distributing data: 0.000117 seconds (128 allocations: 12.977 KiB) Iteration: 141 || Clusters count: 3 || Log posterior: -6054.274070267312 || Iter Time:0.0030782222747802734 || Total time:7.868494510650635 Iteration: 142 || Clusters count: 3 || Log posterior: -6045.663174458893 || Iter Time:0.0074291229248046875 || Total time:7.8759236335754395 Loading and distributing data: 0.000112 seconds (128 allocations: 12.977 KiB) Iteration: 143 || Clusters count: 3 || Log posterior: -6048.980798227146 || Iter Time:0.0029680728912353516 || Total time:7.878891706466675 Iteration: 144 || Clusters count: 3 || Log posterior: -6048.980798227146 || Iter Time:0.007525920867919922 || Total time:7.886417627334595 Loading and distributing data: 0.000129 seconds (128 allocations: 12.977 KiB) Iteration: 145 || Clusters count: 3 || Log posterior: -6033.383925361941 || Iter Time:0.0029811859130859375 || Total time:7.889398813247681 Iteration: 146 || Clusters count: 3 || Log posterior: -6029.939942928093 || Iter Time:0.007184028625488281 || Total time:7.896582841873169 Loading and distributing data: 0.000110 seconds (128 allocations: 12.977 KiB) Iteration: 147 || Clusters count: 3 || Log posterior: -6025.880592808423 || Iter Time:0.002965211868286133 || Total time:7.899548053741455 Iteration: 148 || Clusters count: 3 || Log posterior: -6021.334384886684 || Iter Time:0.007328987121582031 || Total time:7.906877040863037 Loading and distributing data: 0.000119 seconds (128 allocations: 12.977 KiB) Iteration: 149 || Clusters count: 3 || Log posterior: -5999.536460844704 || Iter Time:0.003017902374267578 || Total time:7.909894943237305 Iteration: 150 || Clusters count: 3 || Log posterior: -5994.871808275979 || Iter Time:0.007528066635131836 || Total time:7.9174230098724365 Loading and distributing data: 0.000113 seconds (128 allocations: 12.977 KiB) Iteration: 151 || Clusters count: 3 || Log posterior: -6007.232069683217 || Iter Time:0.002958059310913086 || Total time:7.92038106918335 Iteration: 152 || Clusters count: 3 || Log posterior: -5998.451563104444 || Iter Time:0.007627010345458984 || Total time:7.928008079528809 Loading and distributing data: 0.000134 seconds (128 allocations: 12.977 KiB) Iteration: 153 || Clusters count: 3 || Log posterior: -6027.520811476803 || Iter Time:0.003348112106323242 || Total time:7.931356191635132 Iteration: 154 || Clusters count: 3 || Log posterior: -6022.961398901805 || Iter Time:0.008476018905639648 || Total time:7.9398322105407715 Loading and distributing data: 0.000116 seconds (128 allocations: 12.977 KiB) Iteration: 155 || Clusters count: 3 || Log posterior: -6008.5751016683835 || Iter Time:0.003340005874633789 || Total time:7.943172216415405 Iteration: 156 || Clusters count: 3 || Log posterior: -6004.455254114785 || Iter Time:0.008858919143676758 || Total time:7.952031135559082 Loading and distributing data: 0.000133 seconds (128 allocations: 12.977 KiB) Iteration: 157 || Clusters count: 3 || Log posterior: -6046.130985633071 || Iter Time:0.003609895706176758 || Total time:7.955641031265259 Iteration: 158 || Clusters count: 3 || Log posterior: -6032.792690424628 || Iter Time:0.009199142456054688 || Total time:7.9648401737213135 Loading and distributing data: 0.000123 seconds (128 allocations: 12.977 KiB) Iteration: 159 || Clusters count: 3 || Log posterior: -6069.700837677605 || Iter Time:0.0033249855041503906 || Total time:7.968165159225464 Iteration: 160 || Clusters count: 3 || Log posterior: -6063.101927508783 || Iter Time:0.008903980255126953 || Total time:7.977069139480591 Loading and distributing data: 0.000128 seconds (128 allocations: 12.977 KiB) Iteration: 161 || Clusters count: 3 || Log posterior: -6046.744726213789 || Iter Time:0.003448963165283203 || Total time:7.980518102645874 Iteration: 162 || Clusters count: 3 || Log posterior: -6042.976504062148 || Iter Time:0.008620977401733398 || Total time:7.989139080047607 Loading and distributing data: 0.000118 seconds (128 allocations: 12.977 KiB) Iteration: 163 || Clusters count: 3 || Log posterior: -6052.066035909474 || Iter Time:0.003387928009033203 || Total time:7.992527008056641 Iteration: 164 || Clusters count: 3 || Log posterior: -6045.162405692833 || Iter Time:0.008865118026733398 || Total time:8.001392126083374 Loading and distributing data: 0.000124 seconds (128 allocations: 12.977 KiB) Iteration: 165 || Clusters count: 3 || Log posterior: -6037.086621539184 || Iter Time:0.003304004669189453 || Total time:8.004696130752563 Iteration: 166 || Clusters count: 3 || Log posterior: -6035.309169677025 || Iter Time:0.008247137069702148 || Total time:8.012943267822266 Loading and distributing data: 0.000106 seconds (128 allocations: 12.977 KiB) Iteration: 167 || Clusters count: 3 || Log posterior: -6010.850505345808 || Iter Time:0.003125905990600586 || Total time:8.016069173812866 Iteration: 168 || Clusters count: 3 || Log posterior: -6007.385488930983 || Iter Time:0.008234024047851562 || Total time:8.024303197860718 Loading and distributing data: 0.000112 seconds (128 allocations: 12.977 KiB) Iteration: 169 || Clusters count: 3 || Log posterior: -6019.616415539165 || Iter Time:0.0029840469360351562 || Total time:8.027287244796753 Iteration: 170 || Clusters count: 3 || Log posterior: -6015.396260816497 || Iter Time:0.05852508544921875 || Total time:8.085812330245972 Loading and distributing data: 0.000105 seconds (128 allocations: 12.977 KiB) Iteration: 171 || Clusters count: 3 || Log posterior: -6035.587786514219 || Iter Time:0.002866029739379883 || Total time:8.088678359985352 Iteration: 172 || Clusters count: 3 || Log posterior: -6023.259264851819 || Iter Time:0.0071430206298828125 || Total time:8.095821380615234 Loading and distributing data: 0.000116 seconds (128 allocations: 12.977 KiB) Iteration: 173 || Clusters count: 3 || Log posterior: -6014.194043979237 || Iter Time:0.0028438568115234375 || Total time:8.098665237426758 Iteration: 174 || Clusters count: 3 || Log posterior: -6009.349727083659 || Iter Time:0.0071980953216552734 || Total time:8.105863332748413 Loading and distributing data: 0.000104 seconds (128 allocations: 12.977 KiB) Iteration: 175 || Clusters count: 3 || Log posterior: -6026.075778398192 || Iter Time:0.002877950668334961 || Total time:8.108741283416748 Iteration: 176 || Clusters count: 3 || Log posterior: -6026.075778398192 || Iter Time:0.007269859313964844 || Total time:8.116011142730713 Loading and distributing data: 0.000111 seconds (128 allocations: 12.977 KiB) Iteration: 177 || Clusters count: 3 || Log posterior: -6032.717160376594 || Iter Time:0.002877950668334961 || Total time:8.118889093399048 Iteration: 178 || Clusters count: 3 || Log posterior: -6029.83987315767 || Iter Time:0.007231950759887695 || Total time:8.126121044158936 Loading and distributing data: 0.000112 seconds (128 allocations: 12.977 KiB) Iteration: 179 || Clusters count: 3 || Log posterior: -6016.203421640915 || Iter Time:0.0028858184814453125 || Total time:8.12900686264038 Iteration: 180 || Clusters count: 3 || Log posterior: -6016.203421640915 || Iter Time:0.007237911224365234 || Total time:8.136244773864746 Loading and distributing data: 0.000124 seconds (128 allocations: 12.977 KiB) Iteration: 181 || Clusters count: 3 || Log posterior: -6023.747394131271 || Iter Time:0.00286102294921875 || Total time:8.139105796813965 Iteration: 182 || Clusters count: 3 || Log posterior: -6015.103886921782 || Iter Time:0.007230997085571289 || Total time:8.146336793899536 Loading and distributing data: 0.000105 seconds 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time:8.1771821975708 Loading and distributing data: 0.000108 seconds (128 allocations: 12.977 KiB) Iteration: 189 || Clusters count: 3 || Log posterior: -6012.0113714555 || Iter Time:0.0033409595489501953 || Total time:8.180523157119751 Iteration: 190 || Clusters count: 3 || Log posterior: -6006.496539555136 || Iter Time:0.0073430538177490234 || Total time:8.1878662109375 Loading and distributing data: 0.000113 seconds (128 allocations: 12.977 KiB) Iteration: 191 || Clusters count: 3 || Log posterior: -6007.340195536153 || Iter Time:0.0027658939361572266 || Total time:8.190632104873657 Iteration: 192 || Clusters count: 3 || Log posterior: -6007.340195536153 || Iter Time:0.007108926773071289 || Total time:8.197741031646729 Loading and distributing data: 0.000115 seconds (128 allocations: 12.977 KiB) Iteration: 193 || Clusters count: 3 || Log posterior: -5990.8852312042445 || Iter Time:0.002749919891357422 || Total time:8.200490951538086 Iteration: 194 || Clusters count: 3 || Log posterior: -5990.8852312042445 || Iter Time:0.007205963134765625 || Total time:8.207696914672852 Loading and distributing data: 0.000108 seconds (128 allocations: 12.977 KiB) Iteration: 195 || Clusters count: 3 || Log posterior: -5992.300042195671 || Iter Time:0.002900838851928711 || Total time:8.21059775352478 Iteration: 196 || Clusters count: 3 || Log posterior: -5977.252521773877 || Iter Time:0.007178068161010742 || Total time:8.217775821685791 Loading and distributing data: 0.000112 seconds (128 allocations: 12.977 KiB) Iteration: 197 || Clusters count: 3 || Log posterior: -5987.219112390887 || Iter Time:0.0027692317962646484 || Total time:8.220545053482056 Iteration: 198 || Clusters count: 3 || Log posterior: -5983.35977509649 || Iter Time:0.007360935211181641 || Total time:8.227905988693237 Loading and distributing data: 0.000110 seconds (128 allocations: 12.977 KiB) Iteration: 199 || Clusters count: 3 || Log posterior: -6022.578792853595 || Iter Time:0.0029489994049072266 || 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posterior: -6030.770282522201 || Iter Time:0.0027360916137695312 || Total time:8.260858297348022 Iteration: 206 || Clusters count: 3 || Log posterior: -6030.604538069354 || Iter Time:0.0073320865631103516 || Total time:8.268190383911133 Loading and distributing data: 0.000109 seconds (128 allocations: 12.977 KiB) Iteration: 207 || Clusters count: 3 || Log posterior: -6034.284141594012 || Iter Time:0.0028200149536132812 || Total time:8.271010398864746 Iteration: 208 || Clusters count: 3 || Log posterior: -6034.284141594012 || Iter Time:0.0075299739837646484 || Total time:8.27854037284851 Loading and distributing data: 0.000105 seconds (128 allocations: 12.977 KiB) Iteration: 209 || Clusters count: 3 || Log posterior: -6032.328559596235 || Iter Time:0.002969026565551758 || Total time:8.281509399414062 Iteration: 210 || Clusters count: 3 || Log posterior: -6024.713657955504 || Iter Time:0.007704019546508789 || Total time:8.289213418960571 Loading and distributing data: 0.000114 seconds 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posterior: -6016.412616481887 || Iter Time:0.0072689056396484375 || Total time:8.350602388381958 Loading and distributing data: 0.000107 seconds (128 allocations: 12.977 KiB) Iteration: 223 || Clusters count: 3 || Log posterior: -6030.994286437487 || Iter Time:0.002833843231201172 || Total time:8.35343623161316 Iteration: 224 || Clusters count: 3 || Log posterior: -6022.047379598345 || Iter Time:0.007179975509643555 || Total time:8.360616207122803 Loading and distributing data: 0.000107 seconds (128 allocations: 12.977 KiB) Iteration: 225 || Clusters count: 3 || Log posterior: -6011.8202889582235 || Iter Time:0.0027649402618408203 || Total time:8.363381147384644 Iteration: 226 || Clusters count: 3 || Log posterior: -6005.015505218521 || Iter Time:0.007002830505371094 || Total time:8.370383977890015 Loading and distributing data: 0.000110 seconds (128 allocations: 12.977 KiB) Iteration: 227 || Clusters count: 3 || Log posterior: -6032.48734885413 || Iter Time:0.0027921199798583984 || 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Log posterior: -6016.198851860579 || Iter Time:0.0029730796813964844 || Total time:8.40230131149292 Iteration: 234 || Clusters count: 3 || Log posterior: -6012.105884786393 || Iter Time:0.007543087005615234 || Total time:8.409844398498535 Loading and distributing data: 0.000115 seconds (128 allocations: 12.977 KiB) Iteration: 235 || Clusters count: 3 || Log posterior: -6007.750401607036 || Iter Time:0.0029048919677734375 || Total time:8.412749290466309 Iteration: 236 || Clusters count: 3 || Log posterior: -6002.573771238406 || Iter Time:0.0075931549072265625 || Total time:8.420342445373535 Loading and distributing data: 0.000112 seconds (128 allocations: 12.977 KiB) Iteration: 237 || Clusters count: 3 || Log posterior: -6022.725304789533 || Iter Time:0.002886056900024414 || Total time:8.42322850227356 Iteration: 238 || Clusters count: 3 || Log posterior: -6017.6480364745885 || Iter Time:0.0074808597564697266 || Total time:8.43070936203003 Loading and distributing data: 0.000134 seconds 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posterior: -6003.9043586598855 || Iter Time:0.007691144943237305 || Total time:8.635123491287231 Loading and distributing data: 0.000111 seconds (128 allocations: 12.977 KiB) Iteration: 279 || Clusters count: 3 || Log posterior: -6027.515038249325 || Iter Time:0.0029768943786621094 || Total time:8.638100385665894 Iteration: 280 || Clusters count: 3 || Log posterior: -6026.387205512088 || Iter Time:0.007760047912597656 || Total time:8.645860433578491 Loading and distributing data: 0.000113 seconds (128 allocations: 12.977 KiB) Iteration: 281 || Clusters count: 3 || Log posterior: -6021.917970931554 || Iter Time:0.003117084503173828 || Total time:8.648977518081665 Iteration: 282 || Clusters count: 3 || Log posterior: -6009.701804913649 || Iter Time:0.007873773574829102 || Total time:8.656851291656494 Loading and distributing data: 0.000110 seconds (128 allocations: 12.977 KiB) Iteration: 283 || Clusters count: 3 || Log posterior: -6013.742812932171 || Iter Time:0.0029408931732177734 || 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posterior: -6011.183961404536 || Iter Time:0.007888078689575195 || Total time:8.78803539276123 Loading and distributing data: 0.000125 seconds (128 allocations: 12.977 KiB) Iteration: 307 || Clusters count: 3 || Log posterior: -6051.609318344561 || Iter Time:0.0031371116638183594 || Total time:8.791172504425049 Iteration: 308 || Clusters count: 3 || Log posterior: -6049.464219704098 || Iter Time:0.007807016372680664 || Total time:8.79897952079773 Loading and distributing data: 0.000278 seconds (128 allocations: 12.977 KiB) Iteration: 309 || Clusters count: 3 || Log posterior: -6039.70178639585 || Iter Time:0.003329038619995117 || Total time:8.802308559417725 Iteration: 310 || Clusters count: 3 || Log posterior: -6036.034077411045 || Iter Time:0.00769495964050293 || Total time:8.810003519058228 Loading and distributing data: 0.000123 seconds (128 allocations: 12.977 KiB) Iteration: 311 || Clusters count: 3 || Log posterior: -6025.016433591036 || Iter Time:0.0030667781829833984 || Total 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posterior: -6028.121304239304 || Iter Time:0.007585048675537109 || Total time:8.979346990585327 Loading and distributing data: 0.000114 seconds (128 allocations: 12.977 KiB) Iteration: 335 || Clusters count: 3 || Log posterior: -6032.299586221743 || Iter Time:0.0032100677490234375 || Total time:8.98255705833435 Iteration: 336 || Clusters count: 3 || Log posterior: -6032.078002351911 || Iter Time:0.007749080657958984 || Total time:8.99030613899231 Loading and distributing data: 0.000137 seconds (128 allocations: 12.977 KiB) Iteration: 337 || Clusters count: 3 || Log posterior: -6042.456361246283 || Iter Time:0.00321197509765625 || Total time:8.993518114089966 Iteration: 338 || Clusters count: 3 || Log posterior: -6031.601059592097 || Iter Time:0.00718998908996582 || Total time:9.000708103179932 Loading and distributing data: 0.000124 seconds (128 allocations: 12.977 KiB) Iteration: 339 || Clusters count: 3 || Log posterior: -6042.4351633186925 || Iter Time:0.002907991409301758 || Total 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-6010.9670671413605 || Iter Time:0.002763986587524414 || Total time:10.757123708724976 Iteration: 664 || Clusters count: 3 || Log posterior: -6002.495290524177 || Iter Time:0.007122993469238281 || Total time:10.764246702194214 Loading and distributing data: 0.000107 seconds (129 allocations: 12.992 KiB) Iteration: 665 || Clusters count: 3 || Log posterior: -6033.190777377262 || Iter Time:0.002671957015991211 || Total time:10.766918659210205 Iteration: 666 || Clusters count: 3 || Log posterior: -6031.313379899522 || Iter Time:0.0071909427642822266 || Total time:10.774109601974487 Loading and distributing data: 0.000107 seconds (129 allocations: 12.992 KiB) Iteration: 667 || Clusters count: 3 || Log posterior: -6045.658320154861 || Iter Time:0.002750873565673828 || Total time:10.776860475540161 Iteration: 668 || Clusters count: 3 || Log posterior: -6041.529587231421 || Iter Time:0.00703883171081543 || Total time:10.783899307250977 Loading and distributing data: 0.000110 seconds (129 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Iteration: 719 || Clusters count: 3 || Log posterior: -6029.013418006941 || Iter Time:0.0030710697174072266 || Total time:11.053786516189575 Iteration: 720 || Clusters count: 3 || Log posterior: -6029.013418006941 || Iter Time:0.008023977279663086 || Total time:11.061810493469238 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 721 || Clusters count: 3 || Log posterior: -6050.527113171303 || Iter Time:0.003042936325073242 || Total time:11.064853429794312 Iteration: 722 || Clusters count: 3 || Log posterior: -6047.293066234119 || Iter Time:0.007709026336669922 || Total time:11.072562456130981 Loading and distributing data: 0.000107 seconds (129 allocations: 12.992 KiB) Iteration: 723 || Clusters count: 3 || Log posterior: -6025.059756013949 || Iter Time:0.003204822540283203 || Total time:11.075767278671265 Iteration: 724 || Clusters count: 3 || Log posterior: -6025.059756013949 || Iter Time:0.007629871368408203 || Total time:11.083397150039673 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Iteration: 897 || Clusters count: 3 || Log posterior: -6005.083357429012 || Iter Time:0.0031991004943847656 || Total time:12.055881261825562 Iteration: 898 || Clusters count: 3 || Log posterior: -6005.083357429012 || Iter Time:0.007534980773925781 || Total time:12.063416242599487 Loading and distributing data: 0.000110 seconds (129 allocations: 12.992 KiB) Iteration: 899 || Clusters count: 3 || Log posterior: -6000.417642687635 || Iter Time:0.0031108856201171875 || Total time:12.066527128219604 Iteration: 900 || Clusters count: 3 || Log posterior: -6000.417642687635 || Iter Time:0.0075168609619140625 || Total time:12.074043989181519 Loading and distributing data: 0.000111 seconds (129 allocations: 12.992 KiB) Iteration: 901 || Clusters count: 3 || Log posterior: -6009.771745066245 || Iter Time:0.0028328895568847656 || Total time:12.076876878738403 Iteration: 902 || Clusters count: 3 || Log posterior: -6006.0232445263855 || Iter Time:0.00815892219543457 || Total time:12.085035800933838 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 903 || Clusters count: 3 || Log posterior: -6025.974314239033 || Iter Time:0.0034589767456054688 || Total time:12.088494777679443 Iteration: 904 || Clusters count: 3 || Log posterior: -6025.974314239033 || Iter Time:0.008175134658813477 || Total time:12.096669912338257 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 905 || Clusters count: 3 || Log posterior: -6041.640319731688 || Iter Time:0.003290891647338867 || Total time:12.099960803985596 Iteration: 906 || Clusters count: 3 || Log posterior: -6036.341558812382 || Iter Time:0.008230924606323242 || Total time:12.108191728591919 Loading and distributing data: 0.000114 seconds (129 allocations: 12.992 KiB) Iteration: 907 || Clusters count: 3 || Log posterior: -6010.0309412938 || Iter Time:0.0028700828552246094 || Total time:12.111061811447144 Iteration: 908 || Clusters count: 3 || Log posterior: -6002.383833593536 || Iter Time:0.007627010345458984 || Total time:12.118688821792603 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 909 || Clusters count: 3 || Log posterior: -6035.196625574427 || Iter Time:0.003180980682373047 || Total time:12.121869802474976 Iteration: 910 || Clusters count: 3 || Log posterior: -6023.645006675096 || Iter Time:0.007752180099487305 || Total time:12.129621982574463 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 911 || Clusters count: 3 || Log posterior: -6039.820341450692 || Iter Time:0.0033271312713623047 || Total time:12.132949113845825 Iteration: 912 || Clusters count: 3 || Log posterior: -6035.458692446844 || Iter Time:0.008224010467529297 || Total time:12.141173124313354 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 913 || Clusters count: 3 || Log posterior: -6038.818673897958 || Iter Time:0.003200054168701172 || Total 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-6013.584842192692 || Iter Time:0.003117084503173828 || Total time:12.304975748062134 Iteration: 942 || Clusters count: 3 || Log posterior: -6009.050668027646 || Iter Time:0.007896900177001953 || Total time:12.312872648239136 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 943 || Clusters count: 3 || Log posterior: -5998.880181182134 || Iter Time:0.0030999183654785156 || Total time:12.315972566604614 Iteration: 944 || Clusters count: 3 || Log posterior: -5998.880181182134 || Iter Time:0.008344888687133789 || Total time:12.324317455291748 Loading and distributing data: 0.000143 seconds (129 allocations: 12.992 KiB) Iteration: 945 || Clusters count: 3 || Log posterior: -6033.86600541064 || Iter Time:0.0033299922943115234 || Total time:12.32764744758606 Iteration: 946 || Clusters count: 3 || Log posterior: -6030.3853654832255 || Iter Time:0.03198504447937012 || Total time:12.35963249206543 Loading and distributing data: 0.000121 seconds (129 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posterior: -6022.230502177163 || Iter Time:0.002767801284790039 || Total time:12.47940444946289 Iteration: 970 || Clusters count: 3 || Log posterior: -6013.602944578169 || Iter Time:0.007298946380615234 || Total time:12.486703395843506 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 971 || Clusters count: 3 || Log posterior: -6036.1973950003 || Iter Time:0.0034210681915283203 || Total time:12.490124464035034 Iteration: 972 || Clusters count: 3 || Log posterior: -6022.242505437581 || Iter Time:0.007932186126708984 || Total time:12.498056650161743 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 973 || Clusters count: 3 || Log posterior: -6050.020189058183 || Iter Time:0.0034368038177490234 || Total time:12.501493453979492 Iteration: 974 || Clusters count: 3 || Log posterior: -6037.57593242051 || Iter Time:0.00789499282836914 || Total time:12.509388446807861 Loading and distributing data: 0.000136 seconds 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Iteration: 1141 || Clusters count: 3 || Log posterior: -6002.812181240075 || Iter Time:0.003036975860595703 || Total time:13.415156126022339 Iteration: 1142 || Clusters count: 3 || Log posterior: -6002.812181240075 || Iter Time:0.007401943206787109 || Total time:13.422558069229126 Loading and distributing data: 0.000106 seconds (129 allocations: 12.992 KiB) Iteration: 1143 || Clusters count: 3 || Log posterior: -5998.865729609153 || Iter Time:0.002962827682495117 || Total time:13.425520896911621 Iteration: 1144 || Clusters count: 3 || Log posterior: -5998.865729609153 || Iter Time:0.007547855377197266 || Total time:13.433068752288818 Loading and distributing data: 0.000110 seconds (129 allocations: 12.992 KiB) Iteration: 1145 || Clusters count: 3 || Log posterior: -6027.234747804015 || Iter Time:0.0028040409088134766 || Total time:13.435872793197632 Iteration: 1146 || Clusters count: 3 || Log posterior: -6016.232933594793 || Iter Time:0.007581949234008789 || Total 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Iteration: 1207 || Clusters count: 3 || Log posterior: -6003.643920196584 || Iter Time:0.0030341148376464844 || Total time:13.76171588897705 Iteration: 1208 || Clusters count: 3 || Log posterior: -6003.643920196584 || Iter Time:0.007354021072387695 || Total time:13.769069910049438 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1209 || Clusters count: 3 || Log posterior: -6011.6692891013 || Iter Time:0.025048017501831055 || Total time:13.79411792755127 Iteration: 1210 || Clusters count: 3 || Log posterior: -6009.0135720100125 || Iter Time:0.008306026458740234 || Total time:13.80242395401001 Loading and distributing data: 0.000110 seconds (129 allocations: 12.992 KiB) Iteration: 1211 || Clusters count: 3 || Log posterior: -6015.338446737895 || Iter Time:0.0030670166015625 || Total time:13.805490970611572 Iteration: 1212 || Clusters count: 3 || Log posterior: -6004.842708582207 || Iter Time:0.007581949234008789 || Total time:13.813072919845581 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Iteration: 1461 || Clusters count: 3 || Log posterior: -6019.703633199006 || Iter Time:0.0030269622802734375 || Total time:15.165931701660156 Iteration: 1462 || Clusters count: 3 || Log posterior: -6015.031822993527 || Iter Time:0.007250070571899414 || Total time:15.173181772232056 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1463 || Clusters count: 3 || Log posterior: -6013.862061713655 || Iter Time:0.0031468868255615234 || Total time:15.176328659057617 Iteration: 1464 || Clusters count: 3 || Log posterior: -6008.897969938181 || Iter Time:0.007787227630615234 || Total time:15.184115886688232 Loading and distributing data: 0.000156 seconds (129 allocations: 12.992 KiB) Iteration: 1465 || Clusters count: 3 || Log posterior: -6062.518115538614 || Iter Time:0.003119945526123047 || Total time:15.187235832214355 Iteration: 1466 || Clusters count: 3 || Log posterior: -6049.236581911905 || Iter Time:0.00728607177734375 || Total time:15.1945219039917 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-6031.286977393204 || Iter Time:0.007588863372802734 || Total time:15.225988626480103 Loading and distributing data: 0.000143 seconds (129 allocations: 12.992 KiB) Iteration: 1473 || Clusters count: 3 || Log posterior: -6029.097261323262 || Iter Time:0.0030879974365234375 || Total time:15.229076623916626 Iteration: 1474 || Clusters count: 3 || Log posterior: -6025.54226453155 || Iter Time:0.030508995056152344 || Total time:15.259585618972778 Loading and distributing data: 0.000121 seconds (129 allocations: 13.023 KiB) Iteration: 1475 || Clusters count: 3 || Log posterior: -6029.632085422063 || Iter Time:0.0031180381774902344 || Total time:15.262703657150269 Iteration: 1476 || Clusters count: 3 || Log posterior: -6026.681547848614 || Iter Time:0.007582187652587891 || Total time:15.270285844802856 Loading and distributing data: 0.000143 seconds (129 allocations: 12.992 KiB) Iteration: 1477 || Clusters count: 3 || Log posterior: -6045.048826211945 || Iter Time:0.003010988235473633 || Total time:15.27329683303833 Iteration: 1478 || Clusters count: 3 || Log posterior: -6036.281037120609 || Iter Time:0.0072040557861328125 || Total time:15.280500888824463 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1479 || Clusters count: 3 || Log posterior: -6038.5031296056595 || Iter Time:0.0031850337982177734 || Total time:15.28368592262268 Iteration: 1480 || Clusters count: 3 || Log posterior: -6026.2783600295525 || Iter Time:0.007497072219848633 || Total time:15.29118299484253 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1481 || Clusters count: 3 || Log posterior: -6028.040671804266 || Iter Time:0.003195047378540039 || Total time:15.29437804222107 Iteration: 1482 || Clusters count: 3 || Log posterior: -6019.162889402583 || Iter Time:0.007472038269042969 || Total time:15.301850080490112 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1483 || Clusters 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Iteration: 1500 || Clusters count: 3 || Log posterior: -5991.087112184502 || Iter Time:0.00766301155090332 || Total time:15.401835441589355 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1501 || Clusters count: 3 || Log posterior: -6026.911800184299 || Iter Time:0.0031249523162841797 || Total time:15.40496039390564 Iteration: 1502 || Clusters count: 3 || Log posterior: -6025.55664048745 || Iter Time:0.007364988327026367 || Total time:15.412325382232666 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1503 || Clusters count: 3 || Log posterior: -6035.449337692137 || Iter Time:0.003134012222290039 || Total time:15.415459394454956 Iteration: 1504 || Clusters count: 3 || Log posterior: -6031.36016097695 || Iter Time:0.007683992385864258 || Total time:15.42314338684082 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1505 || Clusters count: 3 || Log posterior: 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Iteration: 1533 || Clusters count: 3 || Log posterior: -6035.881822470301 || Iter Time:0.0028569698333740234 || Total time:15.587481021881104 Iteration: 1534 || Clusters count: 3 || Log posterior: -6025.415531534346 || Iter Time:0.007570028305053711 || Total time:15.595051050186157 Loading and distributing data: 0.000144 seconds (129 allocations: 12.992 KiB) Iteration: 1535 || Clusters count: 3 || Log posterior: -6044.513749109193 || Iter Time:0.0030210018157958984 || Total time:15.598072052001953 Iteration: 1536 || Clusters count: 3 || Log posterior: -6035.334206725872 || Iter Time:0.00810384750366211 || Total time:15.606175899505615 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1537 || Clusters count: 3 || Log posterior: -6045.68180437432 || Iter Time:0.003167867660522461 || Total time:15.609343767166138 Iteration: 1538 || Clusters count: 3 || Log posterior: -6030.329787673584 || Iter Time:0.007788896560668945 || Total 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|| Log posterior: -6008.782255674169 || Iter Time:0.007828950881958008 || Total time:15.651659727096558 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1545 || Clusters count: 3 || Log posterior: -6012.220803969335 || Iter Time:0.0031931400299072266 || Total time:15.654852867126465 Iteration: 1546 || Clusters count: 3 || Log posterior: -6007.849444396193 || Iter Time:0.00790095329284668 || Total time:15.662753820419312 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1547 || Clusters count: 3 || Log posterior: -6021.539230386722 || Iter Time:0.0032329559326171875 || Total time:15.665986776351929 Iteration: 1548 || Clusters count: 3 || Log posterior: -6007.490613468331 || Iter Time:0.007771968841552734 || Total time:15.673758745193481 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1549 || Clusters count: 3 || Log posterior: -6025.2502929225575 || Iter 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KiB) Iteration: 1555 || Clusters count: 3 || Log posterior: -6011.4970397597435 || Iter Time:0.003231048583984375 || Total time:15.710415840148926 Iteration: 1556 || Clusters count: 3 || Log posterior: -6011.060680062733 || Iter Time:0.007768869400024414 || Total time:15.71818470954895 Loading and distributing data: 0.000114 seconds (129 allocations: 12.992 KiB) Iteration: 1557 || Clusters count: 3 || Log posterior: -6033.651130365842 || Iter Time:0.0033020973205566406 || Total time:15.721486806869507 Iteration: 1558 || Clusters count: 3 || Log posterior: -6029.2595748437025 || Iter Time:0.007848024368286133 || Total time:15.729334831237793 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1559 || Clusters count: 3 || Log posterior: -6023.140509327451 || Iter Time:0.003206014633178711 || Total time:15.732540845870972 Iteration: 1560 || Clusters count: 3 || Log posterior: -6018.415108627051 || Iter Time:0.007986068725585938 || Total 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Iteration: 1577 || Clusters count: 3 || Log posterior: -6027.594746685866 || Iter Time:0.002978086471557617 || Total time:15.853426694869995 Iteration: 1578 || Clusters count: 3 || Log posterior: -6027.594746685866 || Iter Time:0.007525205612182617 || Total time:15.860951900482178 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1579 || Clusters count: 3 || Log posterior: -6039.920360234957 || Iter Time:0.003289937973022461 || Total time:15.8642418384552 Iteration: 1580 || Clusters count: 3 || Log posterior: -6035.2683687957015 || Iter Time:0.007678031921386719 || Total time:15.871919870376587 Loading and distributing data: 0.000112 seconds (129 allocations: 12.992 KiB) Iteration: 1581 || Clusters count: 3 || Log posterior: -6024.648701453183 || Iter Time:0.0032100677490234375 || Total time:15.87512993812561 Iteration: 1582 || Clusters count: 3 || Log posterior: -6020.435728048945 || Iter Time:0.007709980010986328 || Total time:15.882839918136597 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Iteration: 1616 || Clusters count: 3 || Log posterior: -6024.732963534772 || Iter Time:0.007999181747436523 || Total time:16.073214530944824 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1617 || Clusters count: 3 || Log posterior: -6042.365056252137 || Iter Time:0.0030808448791503906 || Total time:16.076295375823975 Iteration: 1618 || Clusters count: 3 || Log posterior: -6038.416426856872 || Iter Time:0.007639884948730469 || Total time:16.083935260772705 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1619 || Clusters count: 3 || Log posterior: -6025.755929877642 || Iter Time:0.0030329227447509766 || Total time:16.086968183517456 Iteration: 1620 || Clusters count: 3 || Log posterior: -6025.755929877642 || Iter Time:0.008059978485107422 || Total time:16.095028162002563 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1621 || Clusters count: 3 || Log posterior: 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Iteration: 1649 || Clusters count: 3 || Log posterior: -6028.641422367226 || Iter Time:0.0036280155181884766 || Total time:16.254566192626953 Iteration: 1650 || Clusters count: 3 || Log posterior: -6025.713188057792 || Iter Time:0.008078813552856445 || Total time:16.26264500617981 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1651 || Clusters count: 3 || Log posterior: -6028.602032347671 || Iter Time:0.0034580230712890625 || Total time:16.2661030292511 Iteration: 1652 || Clusters count: 3 || Log posterior: -6026.282910145832 || Iter Time:0.008059024810791016 || Total time:16.27416205406189 Loading and distributing data: 0.000154 seconds (129 allocations: 12.992 KiB) Iteration: 1653 || Clusters count: 3 || Log posterior: -6014.737512839288 || Iter Time:0.027950048446655273 || Total time:16.302112102508545 Iteration: 1654 || Clusters count: 3 || Log posterior: -6005.85063543618 || Iter Time:0.008605003356933594 || Total time:16.31071710586548 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-6018.8609913309165 || Iter Time:0.0077381134033203125 || Total time:16.34445858001709 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1661 || Clusters count: 3 || Log posterior: -6031.379506846448 || Iter Time:0.003041982650756836 || Total time:16.347500562667847 Iteration: 1662 || Clusters count: 3 || Log posterior: -6031.379506846448 || Iter Time:0.007798194885253906 || Total time:16.3552987575531 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1663 || Clusters count: 3 || Log posterior: -6039.801304550517 || Iter Time:0.003239154815673828 || Total time:16.358537912368774 Iteration: 1664 || Clusters count: 3 || Log posterior: -6030.282572809075 || Iter Time:0.007975101470947266 || Total time:16.36651301383972 Loading and distributing data: 0.000124 seconds (134 allocations: 13.148 KiB) Iteration: 1665 || Clusters count: 3 || Log posterior: -6023.032049442132 || Iter Time:0.0032300949096679688 || Total 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Iteration: 1688 || Clusters count: 3 || Log posterior: -6011.282685811679 || Iter Time:0.00670313835144043 || Total time:16.493122100830078 Loading and distributing data: 0.000107 seconds (129 allocations: 12.992 KiB) Iteration: 1689 || Clusters count: 3 || Log posterior: -6007.101357656141 || Iter Time:0.003671884536743164 || Total time:16.49679398536682 Iteration: 1690 || Clusters count: 3 || Log posterior: -6005.0952123430925 || Iter Time:0.00839996337890625 || Total time:16.505193948745728 Loading and distributing data: 0.000151 seconds (129 allocations: 12.992 KiB) Iteration: 1691 || Clusters count: 3 || Log posterior: -5989.680426023292 || Iter Time:0.0036530494689941406 || Total time:16.50884699821472 Iteration: 1692 || Clusters count: 3 || Log posterior: -5975.712627064854 || Iter Time:0.008739948272705078 || Total time:16.517586946487427 Loading and distributing data: 0.000246 seconds (129 allocations: 12.992 KiB) Iteration: 1693 || Clusters count: 3 || Log posterior: -6021.714402559933 || Iter Time:0.003522157669067383 || Total time:16.521109104156494 Iteration: 1694 || Clusters count: 3 || Log posterior: -6013.182698561657 || Iter Time:0.008343935012817383 || Total time:16.52945303916931 Loading and distributing data: 0.000159 seconds (129 allocations: 12.992 KiB) Iteration: 1695 || Clusters count: 3 || Log posterior: -6050.977104267256 || Iter Time:0.0037031173706054688 || Total time:16.533156156539917 Iteration: 1696 || Clusters count: 3 || Log posterior: -6050.977104267256 || Iter Time:0.009067058563232422 || Total time:16.54222321510315 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1697 || Clusters count: 3 || Log posterior: -6057.313614578662 || Iter Time:0.003532886505126953 || Total time:16.545756101608276 Iteration: 1698 || Clusters count: 3 || Log posterior: -6042.251895996528 || Iter Time:0.007946014404296875 || Total time:16.553702116012573 Loading and distributing data: 0.000146 seconds (129 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-6011.3152298481555 || Iter Time:0.003081083297729492 || Total time:16.923423767089844 Iteration: 1766 || Clusters count: 3 || Log posterior: -6008.6601156865145 || Iter Time:0.007297992706298828 || Total time:16.930721759796143 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 1767 || Clusters count: 3 || Log posterior: -5993.149011361453 || Iter Time:0.0029740333557128906 || Total time:16.933695793151855 Iteration: 1768 || Clusters count: 3 || Log posterior: -5988.128944945297 || Iter Time:0.007266044616699219 || Total time:16.940961837768555 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1769 || Clusters count: 3 || Log posterior: -6017.177524020146 || Iter Time:0.0030629634857177734 || Total time:16.944024801254272 Iteration: 1770 || Clusters count: 3 || Log posterior: -6008.993238589626 || Iter Time:0.007458209991455078 || Total time:16.951483011245728 Loading and distributing data: 0.000115 seconds 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|| Log posterior: -6014.616701681094 || Iter Time:0.0028998851776123047 || Total time:17.315563917160034 Iteration: 1838 || Clusters count: 3 || Log posterior: -6011.236202106515 || Iter Time:0.0075609683990478516 || Total time:17.323124885559082 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1839 || Clusters count: 3 || Log posterior: -6018.149885938368 || Iter Time:0.0030689239501953125 || Total time:17.326193809509277 Iteration: 1840 || Clusters count: 3 || Log posterior: -6018.149885938368 || Iter Time:0.007456064224243164 || Total time:17.33364987373352 Loading and distributing data: 0.000114 seconds (129 allocations: 12.992 KiB) Iteration: 1841 || Clusters count: 3 || Log posterior: -6043.015326105488 || Iter Time:0.0030078887939453125 || Total time:17.336657762527466 Iteration: 1842 || Clusters count: 3 || Log posterior: -6033.946020107024 || Iter Time:0.007561922073364258 || Total time:17.34421968460083 Loading and distributing data: 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Iteration: 1854 || Clusters count: 3 || Log posterior: -6006.5148876009935 || Iter Time:0.007581949234008789 || Total time:17.406835556030273 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1855 || Clusters count: 3 || Log posterior: -6012.707377540528 || Iter Time:0.003202199935913086 || Total time:17.410037755966187 Iteration: 1856 || Clusters count: 3 || Log posterior: -6001.037549107311 || Iter Time:0.007822990417480469 || Total time:17.417860746383667 Loading and distributing data: 0.000111 seconds (129 allocations: 12.992 KiB) Iteration: 1857 || Clusters count: 3 || Log posterior: -6028.197029843757 || Iter Time:0.0030760765075683594 || Total time:17.420936822891235 Iteration: 1858 || Clusters count: 3 || Log posterior: -6018.87330484788 || Iter Time:0.007699012756347656 || Total time:17.428635835647583 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1859 || Clusters count: 3 || Log posterior: -6028.268249874825 || Iter Time:0.003103017807006836 || Total time:17.43173885345459 Iteration: 1860 || Clusters count: 3 || Log posterior: -6028.268249874825 || Iter Time:0.007590055465698242 || Total time:17.439328908920288 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1861 || Clusters count: 3 || Log posterior: -6006.216956780217 || Iter Time:0.0031189918518066406 || Total time:17.442447900772095 Iteration: 1862 || Clusters count: 3 || Log posterior: -6003.537615834605 || Iter Time:0.007704019546508789 || Total time:17.450151920318604 Loading and distributing data: 0.000106 seconds (129 allocations: 12.992 KiB) Iteration: 1863 || Clusters count: 3 || Log posterior: -6010.443534073557 || Iter Time:0.002931833267211914 || Total time:17.453083753585815 Iteration: 1864 || Clusters count: 3 || Log posterior: -5997.798323426173 || Iter Time:0.007310152053833008 || Total time:17.46039390563965 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 1865 || Clusters count: 3 || Log posterior: -6001.37060440479 || Iter Time:0.002956867218017578 || Total time:17.463350772857666 Iteration: 1866 || Clusters count: 3 || Log posterior: -5988.696415012759 || Iter Time:0.007464885711669922 || Total time:17.470815658569336 Loading and distributing data: 0.000112 seconds (129 allocations: 12.992 KiB) Iteration: 1867 || Clusters count: 3 || Log posterior: -5989.175231770595 || Iter Time:0.0028510093688964844 || Total time:17.473666667938232 Iteration: 1868 || Clusters count: 3 || Log posterior: -5989.175231770595 || Iter Time:0.007463216781616211 || Total time:17.48112988471985 Loading and distributing data: 0.000110 seconds (129 allocations: 12.992 KiB) Iteration: 1869 || Clusters count: 3 || Log posterior: -5994.13549930732 || Iter Time:0.0031309127807617188 || Total time:17.48426079750061 Iteration: 1870 || Clusters count: 3 || Log posterior: -5990.08541229344 || Iter Time:0.00736689567565918 || Total time:17.49162769317627 Loading and distributing data: 0.000112 seconds (129 allocations: 12.992 KiB) Iteration: 1871 || Clusters count: 3 || Log posterior: -6016.721835908253 || Iter Time:0.0029120445251464844 || Total time:17.494539737701416 Iteration: 1872 || Clusters count: 3 || Log posterior: -6011.5304521416065 || Iter Time:0.00739598274230957 || Total time:17.501935720443726 Loading and distributing data: 0.000108 seconds (129 allocations: 12.992 KiB) Iteration: 1873 || Clusters count: 3 || Log posterior: -6015.215101481713 || Iter Time:0.003072977066040039 || Total time:17.505008697509766 Iteration: 1874 || Clusters count: 3 || Log posterior: -6013.554917631117 || Iter Time:0.007866859436035156 || Total time:17.5128755569458 Loading and distributing data: 0.000109 seconds (129 allocations: 12.992 KiB) Iteration: 1875 || Clusters count: 3 || Log posterior: -6005.458500592728 || Iter Time:0.003019094467163086 || Total time:17.515894651412964 Iteration: 1876 || Clusters count: 3 || Log posterior: -6004.852873729254 || Iter Time:0.008204936981201172 || Total time:17.524099588394165 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1877 || Clusters count: 3 || Log posterior: -6024.011834024785 || Iter Time:0.0030989646911621094 || Total time:17.527198553085327 Iteration: 1878 || Clusters count: 3 || Log posterior: -6013.687966608675 || Iter Time:0.007784843444824219 || Total time:17.53498339653015 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 1879 || Clusters count: 3 || Log posterior: -6034.828807764867 || Iter Time:0.0031108856201171875 || Total time:17.53809428215027 Iteration: 1880 || Clusters count: 3 || Log posterior: -6020.057419711137 || Iter Time:0.007957935333251953 || Total time:17.54605221748352 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1881 || Clusters count: 3 || Log posterior: -6034.276552512666 || Iter Time:0.003139019012451172 || Total time:17.54919123649597 Iteration: 1882 || Clusters count: 3 || Log posterior: -6024.838301484956 || Iter Time:0.007668972015380859 || Total time:17.556860208511353 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1883 || Clusters count: 3 || Log posterior: -6006.856600651141 || Iter Time:0.0035140514373779297 || Total time:17.56037425994873 Iteration: 1884 || Clusters count: 3 || Log posterior: -6002.785806720433 || Iter Time:0.007753133773803711 || Total time:17.568127393722534 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1885 || Clusters count: 3 || Log posterior: -6036.36065210277 || Iter Time:0.003240823745727539 || Total time:17.57136821746826 Iteration: 1886 || Clusters count: 3 || Log posterior: -6027.946029076666 || Iter Time:0.007661104202270508 || Total time:17.579029321670532 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 1887 || Clusters count: 3 || Log posterior: -6020.909342196806 || Iter Time:0.0031669139862060547 || Total time:17.58219623565674 Iteration: 1888 || Clusters count: 3 || Log posterior: -6018.672616467628 || Iter Time:0.007586956024169922 || Total time:17.589783191680908 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1889 || Clusters count: 3 || Log posterior: -6012.832169245227 || Iter Time:0.003095865249633789 || Total time:17.592879056930542 Iteration: 1890 || Clusters count: 3 || Log posterior: -6012.832169245227 || Iter Time:0.007393836975097656 || Total time:17.60027289390564 Loading and distributing data: 0.000107 seconds (129 allocations: 12.992 KiB) Iteration: 1891 || Clusters count: 3 || Log posterior: -6000.773860233726 || Iter Time:0.0029478073120117188 || Total time:17.60322070121765 Iteration: 1892 || Clusters count: 3 || Log posterior: -5994.5167048690255 || Iter Time:0.0077250003814697266 || Total time:17.61094570159912 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1893 || Clusters count: 3 || Log posterior: -6027.577833215125 || Iter Time:0.003025054931640625 || Total time:17.61397075653076 Iteration: 1894 || Clusters count: 3 || Log posterior: -6024.273512826478 || Iter Time:0.007371187210083008 || Total time:17.621341943740845 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1895 || Clusters count: 3 || Log posterior: -6010.376039607762 || Iter Time:0.0030379295349121094 || Total time:17.624379873275757 Iteration: 1896 || Clusters count: 3 || Log posterior: -6007.165779911579 || Iter Time:0.007631778717041016 || Total time:17.632011651992798 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1897 || Clusters count: 3 || Log posterior: -5987.275023569825 || Iter Time:0.003246784210205078 || Total time:17.635258436203003 Iteration: 1898 || Clusters count: 3 || Log posterior: -5987.275023569825 || Iter Time:0.007612943649291992 || Total time:17.642871379852295 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 1899 || Clusters count: 3 || Log posterior: -6032.273477351398 || Iter Time:0.0030698776245117188 || Total time:17.645941257476807 Iteration: 1900 || Clusters count: 3 || Log posterior: -6023.587126168214 || Iter Time:0.007973194122314453 || Total time:17.65391445159912 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1901 || Clusters count: 3 || Log posterior: -6017.376471239969 || Iter Time:0.0029540061950683594 || Total time:17.65686845779419 Iteration: 1902 || Clusters count: 3 || Log posterior: -6009.763517489723 || Iter Time:0.007522106170654297 || Total time:17.664390563964844 Loading and distributing data: 0.000113 seconds (129 allocations: 12.992 KiB) Iteration: 1903 || Clusters count: 3 || Log posterior: -6032.7882088901 || Iter Time:0.002925872802734375 || Total time:17.667316436767578 Iteration: 1904 || Clusters count: 3 || Log posterior: -6031.286093676061 || Iter Time:0.007313966751098633 || Total time:17.674630403518677 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 1905 || Clusters count: 3 || Log posterior: -6054.291674278556 || Iter Time:0.0031850337982177734 || Total time:17.677815437316895 Iteration: 1906 || Clusters count: 3 || Log posterior: -6048.732459664211 || Iter Time:0.007693052291870117 || Total time:17.685508489608765 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1907 || Clusters count: 3 || Log posterior: -6027.45824698968 || Iter Time:0.0032088756561279297 || Total time:17.688717365264893 Iteration: 1908 || Clusters count: 3 || Log posterior: -6027.45824698968 || Iter Time:0.00771784782409668 || Total time:17.69643521308899 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1909 || Clusters count: 3 || Log posterior: -6013.536479393547 || Iter Time:0.0034139156341552734 || Total time:17.699849128723145 Iteration: 1910 || Clusters count: 3 || Log posterior: -6004.342329672165 || Iter Time:0.007668018341064453 || Total time:17.70751714706421 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1911 || Clusters count: 3 || Log posterior: -6008.2053898312415 || Iter Time:0.0031218528747558594 || Total time:17.710638999938965 Iteration: 1912 || Clusters count: 3 || Log posterior: -5998.944930486211 || Iter Time:0.007530927658081055 || Total time:17.718169927597046 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1913 || Clusters count: 3 || Log posterior: -6018.708468816436 || Iter Time:0.003103017807006836 || Total time:17.721272945404053 Iteration: 1914 || Clusters count: 3 || Log posterior: -6007.663273163487 || Iter Time:0.007496833801269531 || Total time:17.728769779205322 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1915 || Clusters count: 3 || Log posterior: -6029.643345976062 || Iter Time:0.003058910369873047 || Total time:17.731828689575195 Iteration: 1916 || Clusters count: 3 || Log posterior: -6029.643345976062 || Iter Time:0.007328033447265625 || Total time:17.73915672302246 Loading and distributing data: 0.000163 seconds (129 allocations: 12.992 KiB) Iteration: 1917 || Clusters count: 3 || Log posterior: -6024.52573457872 || Iter Time:0.0032329559326171875 || Total time:17.742389678955078 Iteration: 1918 || Clusters count: 3 || Log posterior: -6019.7110403081615 || Iter Time:0.00807499885559082 || Total time:17.75046467781067 Loading and distributing data: 0.000154 seconds (129 allocations: 12.992 KiB) Iteration: 1919 || Clusters count: 3 || Log posterior: -6015.737839163786 || Iter Time:0.003654956817626953 || Total time:17.754119634628296 Iteration: 1920 || Clusters count: 3 || Log posterior: -6011.054107251052 || Iter Time:0.008252859115600586 || Total time:17.762372493743896 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1921 || Clusters count: 3 || Log posterior: -6004.62647428621 || Iter Time:0.0032029151916503906 || Total time:17.765575408935547 Iteration: 1922 || Clusters count: 3 || Log posterior: -6000.398331712033 || Iter Time:0.007985830307006836 || Total time:17.773561239242554 Loading and distributing data: 0.000167 seconds (129 allocations: 12.992 KiB) Iteration: 1923 || Clusters count: 3 || Log posterior: -6032.112237899161 || Iter Time:0.003215789794921875 || Total time:17.776777029037476 Iteration: 1924 || Clusters count: 3 || Log posterior: -6018.136495843031 || Iter Time:0.007851839065551758 || Total time:17.784628868103027 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1925 || Clusters count: 3 || Log posterior: -6029.688626669713 || Iter Time:0.0032210350036621094 || Total time:17.78784990310669 Iteration: 1926 || Clusters count: 3 || Log posterior: -6025.030345116152 || Iter Time:0.007818937301635742 || Total time:17.795668840408325 Loading and distributing data: 0.000141 seconds (129 allocations: 12.992 KiB) Iteration: 1927 || Clusters count: 3 || Log posterior: -6013.688169597773 || Iter Time:0.02728414535522461 || Total time:17.82295298576355 Iteration: 1928 || Clusters count: 3 || Log posterior: -6013.688169597773 || Iter Time:0.008421182632446289 || Total time:17.831374168395996 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1929 || Clusters count: 3 || Log posterior: -6021.553120650212 || Iter Time:0.003133058547973633 || Total time:17.83450722694397 Iteration: 1930 || Clusters count: 3 || Log posterior: -6021.553120650212 || Iter Time:0.007773876190185547 || Total time:17.842281103134155 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1931 || Clusters count: 3 || Log posterior: -6019.714254480914 || Iter Time:0.0030858516693115234 || Total time:17.845366954803467 Iteration: 1932 || Clusters count: 3 || Log posterior: -6011.221762842279 || Iter Time:0.0076220035552978516 || Total time:17.852988958358765 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1933 || Clusters count: 3 || Log posterior: -5999.901018074307 || Iter Time:0.0032291412353515625 || Total time:17.856218099594116 Iteration: 1934 || Clusters count: 3 || Log posterior: -5997.430866874306 || Iter Time:0.00747990608215332 || Total time:17.86369800567627 Loading and distributing data: 0.000113 seconds (129 allocations: 12.992 KiB) Iteration: 1935 || Clusters count: 3 || Log posterior: -5989.667244176556 || Iter Time:0.0029888153076171875 || Total time:17.866686820983887 Iteration: 1936 || Clusters count: 3 || Log posterior: -5984.042039077571 || Iter Time:0.0073871612548828125 || Total time:17.87407398223877 Loading and distributing data: 0.000113 seconds (129 allocations: 12.992 KiB) Iteration: 1937 || Clusters count: 3 || Log posterior: -6001.548669937604 || Iter Time:0.003075838088989258 || Total time:17.87714982032776 Iteration: 1938 || Clusters count: 3 || Log posterior: -5998.624498918389 || Iter Time:0.007269144058227539 || Total time:17.884418964385986 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1939 || Clusters count: 3 || Log posterior: -6019.313902088426 || Iter Time:0.0030930042266845703 || Total time:17.88751196861267 Iteration: 1940 || Clusters count: 3 || Log posterior: -6016.416470612328 || Iter Time:0.007097005844116211 || Total time:17.894608974456787 Loading and distributing data: 0.000114 seconds (129 allocations: 12.992 KiB) Iteration: 1941 || Clusters count: 3 || Log posterior: -6012.720806047312 || Iter Time:0.0029430389404296875 || Total time:17.897552013397217 Iteration: 1942 || Clusters count: 3 || Log posterior: -6012.720806047312 || Iter Time:0.00746607780456543 || Total time:17.905018091201782 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1943 || Clusters count: 3 || Log posterior: -6025.628642867702 || Iter Time:0.0033440589904785156 || Total time:17.90836215019226 Iteration: 1944 || Clusters count: 3 || Log posterior: -6017.351229914485 || Iter Time:0.00808405876159668 || Total time:17.916446208953857 Loading and distributing data: 0.000111 seconds (129 allocations: 12.992 KiB) Iteration: 1945 || Clusters count: 3 || Log posterior: -6024.276216544429 || Iter Time:0.0030319690704345703 || Total time:17.919478178024292 Iteration: 1946 || Clusters count: 3 || Log posterior: -6020.285100566391 || Iter Time:0.007704019546508789 || Total time:17.9271821975708 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1947 || Clusters count: 3 || Log posterior: -6005.3695800401365 || Iter Time:0.0030519962310791016 || Total time:17.93023419380188 Iteration: 1948 || Clusters count: 3 || Log posterior: -6002.789469210323 || Iter Time:0.007272005081176758 || Total time:17.937506198883057 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1949 || Clusters count: 3 || Log posterior: -5991.7658071762235 || Iter Time:0.003081083297729492 || Total time:17.940587282180786 Iteration: 1950 || Clusters count: 3 || Log posterior: -5990.203784970926 || Iter Time:0.0073719024658203125 || Total time:17.947959184646606 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1951 || Clusters count: 3 || Log posterior: -6021.819241986272 || Iter Time:0.0031859874725341797 || Total time:17.95114517211914 Iteration: 1952 || Clusters count: 3 || Log posterior: -6016.000380649016 || Iter Time:0.007359981536865234 || Total time:17.958505153656006 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1953 || Clusters count: 3 || Log posterior: -6028.947894381115 || Iter Time:0.0031549930572509766 || Total time:17.961660146713257 Iteration: 1954 || Clusters count: 3 || Log posterior: -6016.364718530023 || Iter Time:0.007491111755371094 || Total time:17.969151258468628 Loading and distributing data: 0.000114 seconds (129 allocations: 12.992 KiB) Iteration: 1955 || Clusters count: 3 || Log posterior: -6023.598637039814 || Iter Time:0.003359079360961914 || Total time:17.97251033782959 Iteration: 1956 || Clusters count: 3 || Log posterior: -6023.598637039814 || Iter Time:0.007539033889770508 || Total time:17.98004937171936 Loading and distributing data: 0.000111 seconds (129 allocations: 12.992 KiB) Iteration: 1957 || Clusters count: 3 || Log posterior: -6025.524486181014 || Iter Time:0.0030891895294189453 || Total time:17.98313856124878 Iteration: 1958 || Clusters count: 3 || Log posterior: -6016.491061854991 || Iter Time:0.007657051086425781 || Total time:17.990795612335205 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1959 || Clusters count: 3 || Log posterior: -6009.799897855504 || Iter Time:0.0029909610748291016 || Total time:17.993786573410034 Iteration: 1960 || Clusters count: 3 || Log posterior: -6007.413335360205 || Iter Time:0.00707697868347168 || Total time:18.000863552093506 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 1961 || Clusters count: 3 || Log posterior: -6011.5306086277715 || Iter Time:0.0029418468475341797 || Total time:18.00380539894104 Iteration: 1962 || Clusters count: 3 || Log posterior: -6011.5306086277715 || Iter Time:0.0072078704833984375 || Total time:18.01101326942444 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1963 || Clusters count: 3 || Log posterior: -6021.402203290375 || Iter Time:0.0036270618438720703 || Total time:18.01464033126831 Iteration: 1964 || Clusters count: 3 || Log posterior: -6014.430421453647 || Iter Time:0.007496833801269531 || Total time:18.02213716506958 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1965 || Clusters count: 3 || Log posterior: -6028.527652262699 || Iter Time:0.002878904342651367 || Total time:18.02501606941223 Iteration: 1966 || Clusters count: 3 || Log posterior: -6028.527652262699 || Iter Time:0.007544994354248047 || Total time:18.03256106376648 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1967 || Clusters count: 3 || Log posterior: -6011.626022282104 || Iter Time:0.0029020309448242188 || Total time:18.035463094711304 Iteration: 1968 || Clusters count: 3 || Log posterior: -6011.626022282104 || Iter Time:0.007647037506103516 || Total time:18.043110132217407 Loading and distributing data: 0.000114 seconds (129 allocations: 12.992 KiB) Iteration: 1969 || Clusters count: 3 || Log posterior: -6012.840563066497 || Iter Time:0.00279998779296875 || Total time:18.045910120010376 Iteration: 1970 || Clusters count: 3 || Log posterior: -6009.948074179622 || Iter Time:0.0071179866790771484 || Total time:18.053028106689453 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1971 || Clusters count: 3 || Log posterior: -6014.361724918622 || Iter Time:0.0029129981994628906 || Total time:18.055941104888916 Iteration: 1972 || Clusters count: 3 || Log posterior: -6014.361724918622 || Iter Time:0.007631063461303711 || Total time:18.06357216835022 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1973 || Clusters count: 3 || Log posterior: -6017.568434754609 || Iter Time:0.0030601024627685547 || Total time:18.06663227081299 Iteration: 1974 || Clusters count: 3 || Log posterior: -6014.369780379902 || Iter Time:0.007776021957397461 || Total time:18.074408292770386 Loading and distributing data: 0.000113 seconds (129 allocations: 12.992 KiB) Iteration: 1975 || Clusters count: 3 || Log posterior: -6016.532599665308 || Iter Time:0.0031080245971679688 || Total time:18.077516317367554 Iteration: 1976 || Clusters count: 3 || Log posterior: -6011.9891278567 || Iter Time:0.007627010345458984 || Total time:18.085143327713013 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1977 || Clusters count: 3 || Log posterior: -6039.255547763938 || Iter Time:0.0032091140747070312 || Total time:18.08835244178772 Iteration: 1978 || Clusters count: 3 || Log posterior: -6032.591516889334 || Iter Time:0.007353782653808594 || Total time:18.09570622444153 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1979 || Clusters count: 3 || Log posterior: -6013.156131531201 || Iter Time:0.003056049346923828 || Total time:18.098762273788452 Iteration: 1980 || Clusters count: 3 || Log posterior: -6008.748442621726 || Iter Time:0.007612943649291992 || Total time:18.106375217437744 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1981 || Clusters count: 3 || Log posterior: -6019.685175082219 || Iter Time:0.002939939498901367 || Total time:18.109315156936646 Iteration: 1982 || Clusters count: 3 || Log posterior: -6013.094480826496 || Iter Time:0.007218122482299805 || Total time:18.116533279418945 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1983 || Clusters count: 3 || Log posterior: -6035.158636134875 || Iter Time:0.003041982650756836 || Total time:18.119575262069702 Iteration: 1984 || Clusters count: 3 || Log posterior: -6032.53247463927 || Iter Time:0.0073659420013427734 || Total time:18.126941204071045 Loading and distributing data: 0.000113 seconds (129 allocations: 12.992 KiB) Iteration: 1985 || Clusters count: 3 || Log posterior: -6053.897418346812 || Iter Time:0.002953052520751953 || Total time:18.129894256591797 Iteration: 1986 || Clusters count: 3 || Log posterior: -6034.988823743846 || Iter Time:0.007646799087524414 || Total time:18.13754105567932 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1987 || Clusters count: 3 || Log posterior: -6026.066209794438 || Iter Time:0.003175973892211914 || Total time:18.140717029571533 Iteration: 1988 || Clusters count: 3 || Log posterior: -6022.100328915877 || Iter Time:0.007534980773925781 || Total time:18.14825201034546 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1989 || Clusters count: 3 || Log posterior: -6034.18526600924 || Iter Time:0.003095865249633789 || Total time:18.151347875595093 Iteration: 1990 || Clusters count: 3 || Log posterior: -6031.929130398185 || Iter Time:0.007499217987060547 || Total time:18.158847093582153 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1991 || Clusters count: 3 || Log posterior: -6052.47250204219 || Iter Time:0.003437042236328125 || Total time:18.16228413581848 Iteration: 1992 || Clusters count: 3 || Log posterior: -6048.234512972073 || Iter Time:0.0077250003814697266 || Total time:18.17000913619995 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1993 || Clusters count: 3 || Log posterior: -6031.988959946044 || Iter Time:0.003142118453979492 || Total time:18.17315125465393 Iteration: 1994 || Clusters count: 3 || Log posterior: -6031.988959946044 || Iter Time:0.007629871368408203 || Total time:18.18078112602234 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1995 || Clusters count: 3 || Log posterior: -6025.933294899994 || Iter Time:0.0031061172485351562 || Total time:18.183887243270874 Iteration: 1996 || Clusters count: 3 || Log posterior: -6017.923097993533 || Iter Time:0.007531166076660156 || Total time:18.191418409347534 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1997 || Clusters count: 3 || Log posterior: -6006.23721795999 || Iter Time:0.003139019012451172 || Total time:18.194557428359985 Iteration: 1998 || Clusters count: 3 || Log posterior: -6006.23721795999 || Iter Time:0.007738828659057617 || Total time:18.202296257019043 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1999 || Clusters count: 3 || Log posterior: -6020.889274754855 || Iter Time:0.003206968307495117 || Total time:18.205503225326538 Iteration: 2000 || Clusters count: 3 || Log posterior: -6017.933857416453 || Iter Time:0.007718086242675781 || Total time:18.213221311569214 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 2001 || Clusters count: 3 || Log posterior: -6002.1235674448735 || Iter Time:0.0031859874725341797 || Total time:18.216407299041748 Iteration: 2002 || Clusters count: 3 || Log posterior: -5997.562010200187 || Iter Time:0.007434844970703125 || Total time:18.22384214401245 Loading and distributing data: 0.000143 seconds (129 allocations: 12.992 KiB) Iteration: 2003 || Clusters count: 3 || Log posterior: -6041.917326348821 || Iter Time:0.0032498836517333984 || Total time:18.227092027664185 Iteration: 2004 || Clusters count: 3 || Log posterior: -6030.173674314791 || Iter Time:0.007342100143432617 || Total time:18.234434127807617 Loading and distributing data: 0.000145 seconds (129 allocations: 12.992 KiB) Iteration: 2005 || Clusters count: 3 || Log posterior: -6034.059125352508 || Iter Time:0.0032269954681396484 || Total time:18.237661123275757 Iteration: 2006 || Clusters count: 3 || Log posterior: -6034.059125352508 || Iter Time:0.00790715217590332 || Total time:18.24556827545166 Loading and distributing data: 0.000143 seconds (129 allocations: 12.992 KiB) Iteration: 2007 || Clusters count: 3 || Log posterior: -6045.955300955199 || Iter Time:0.003423929214477539 || Total time:18.248992204666138 Iteration: 2008 || Clusters count: 3 || Log posterior: -6045.955300955199 || Iter Time:0.007683992385864258 || Total time:18.256676197052002 Loading and distributing data: 0.000150 seconds (129 allocations: 12.992 KiB) Iteration: 2009 || Clusters count: 3 || Log posterior: -6030.667129046734 || Iter Time:0.003921985626220703 || Total time:18.260598182678223 Iteration: 2010 || Clusters count: 3 || Log posterior: -6026.091817581239 || Iter Time:0.007384061813354492 || Total time:18.267982244491577 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 2011 || Clusters count: 3 || Log posterior: -6025.668383749771 || Iter Time:0.0028259754180908203 || Total time:18.270808219909668 Iteration: 2012 || Clusters count: 3 || Log posterior: -6022.8064529308895 || Iter Time:0.007473945617675781 || Total time:18.278282165527344 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 2013 || Clusters count: 3 || Log posterior: -6022.45315009081 || Iter Time:0.0028128623962402344 || Total time:18.281095027923584 Iteration: 2014 || Clusters count: 3 || Log posterior: -6022.45315009081 || Iter Time:0.0074689388275146484 || Total time:18.2885639667511 Loading and distributing data: 0.000142 seconds (129 allocations: 12.992 KiB) Iteration: 2015 || Clusters count: 3 || Log posterior: -6017.035822863587 || Iter Time:0.0027320384979248047 || Total time:18.291296005249023 Iteration: 2016 || Clusters count: 3 || Log posterior: -6012.137256785616 || Iter Time:0.007523775100708008 || Total time:18.29881978034973 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 2017 || Clusters count: 3 || Log posterior: -6018.177852937654 || Iter Time:0.003016948699951172 || Total time:18.301836729049683 Iteration: 2018 || Clusters count: 3 || Log posterior: -6015.200663571165 || Iter Time:0.007725954055786133 || Total time:18.30956268310547 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 2019 || Clusters count: 3 || Log posterior: -6002.838524068523 || Iter Time:0.0031061172485351562 || Total time:18.312668800354004 Iteration: 2020 || Clusters count: 3 || Log posterior: -6002.838524068523 || Iter Time:0.007679939270019531 || Total time:18.320348739624023 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 2021 || Clusters count: 3 || Log posterior: -6012.288530651648 || Iter Time:0.003268003463745117 || Total time:18.32361674308777 Iteration: 2022 || Clusters count: 3 || Log posterior: -6011.764860880815 || Iter Time:0.032505035400390625 || Total time:18.35612177848816 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 2023 || Clusters count: 3 || Log posterior: -5998.7239714114685 || Iter Time:0.0032570362091064453 || Total time:18.359378814697266 Iteration: 2024 || Clusters count: 3 || Log posterior: -5994.431390993862 || Iter Time:0.0076711177825927734 || Total time:18.36704993247986 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 2025 || Clusters count: 3 || Log posterior: -5988.099764922916 || Iter Time:0.002959012985229492 || Total time:18.370008945465088 Iteration: 2026 || Clusters count: 3 || Log posterior: -5988.099764922916 || Iter Time:0.0074269771575927734 || Total time:18.37743592262268 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 2027 || Clusters count: 3 || Log posterior: -6007.139801836257 || Iter Time:0.002975940704345703 || Total time:18.380411863327026 Iteration: 2028 || Clusters count: 3 || Log posterior: -5997.521867406828 || Iter Time:0.0073587894439697266 || Total time:18.387770652770996 Avg NMI: 0.422163425790352 Full NMI: 0.42185680665140185 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m03.1s Testing DPMMSubClustersStreaming tests passed Testing completed after 178.73s PkgEval succeeded after 312.48s