Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.1260 (89243d1cdf*) started at 2025-11-16T18:51:07.138 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.37s ################################################################################ # 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 v0.4.23 [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 v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.16.0+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 5.35s ################################################################################ # 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... 8982.2 ms ✓ SpecialFunctions 9016.1 ms ✓ Clustering 3641.4 ms ✓ HypergeometricFunctions 14355.5 ms ✓ KernelFunctions 3085.2 ms ✓ StatsFuns 3354.2 ms ✓ StatsFuns → StatsFunsChainRulesCoreExt 14921.0 ms ✓ Distributions 4543.1 ms ✓ Distributions → DistributionsChainRulesCoreExt 4996.9 ms ✓ Distributions → DistributionsTestExt 12134.5 ms ✓ DPMMSubClustersStreaming 10 dependencies successfully precompiled in 83 seconds. 90 already precompiled. Precompilation completed after 88.57s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_S6TDxp/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_S6TDxp/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 v0.4.23 [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 v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.16.0+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: 3.320169 seconds (864.54 k allocations: 49.782 MiB, 8.58% gc time, 99.90% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233133.91298629093 || Iter Time:17.110673904418945 || Total time:17.110673904418945 Iteration: 1 || Clusters count: 1 || Log posterior: -233133.91298629093 || Iter Time:0.005468845367431641 || Total time:17.116142749786377 Iteration: 2 || Clusters count: 1 || Log posterior: -233133.91298629093 || Iter Time:0.005206108093261719 || Total time:17.12134885787964 Iteration: 3 || Clusters count: 1 || Log posterior: -233133.91298629093 || Iter Time:0.0049169063568115234 || Total time:17.12626576423645 Iteration: 4 || Clusters count: 1 || Log posterior: -233133.91298629093 || Iter Time:0.004926919937133789 || Total time:17.131192684173584 Iteration: 5 || Clusters count: 1 || Log posterior: -233133.91298629093 || Iter Time:0.016798019409179688 || Total time:17.147990703582764 Iteration: 6 || Clusters count: 1 || Log posterior: -233133.91298629093 || Iter Time:0.0049059391021728516 || Total time:17.152896642684937 Iteration: 7 || Clusters count: 1 || Log posterior: -233133.91298629093 || Iter Time:0.004930973052978516 || Total time:17.157827615737915 Iteration: 8 || Clusters count: 1 || Log posterior: -233133.91298629093 || Iter Time:0.004899024963378906 || Total time:17.162726640701294 Iteration: 9 || Clusters count: 1 || Log posterior: -233133.91298629093 || Iter Time:0.0051670074462890625 || Total time:17.167893648147583 Iteration: 10 || Clusters count: 1 || Log posterior: -233133.91298629093 || Iter Time:0.0050699710845947266 || Total time:17.172963619232178 Iteration: 11 || Clusters count: 1 || Log posterior: -233133.91298629093 || Iter Time:0.005085945129394531 || Total time:17.178049564361572 Iteration: 12 || Clusters count: 1 || Log posterior: -233133.91298629093 || Iter Time:0.0048639774322509766 || Total time:17.182913541793823 Iteration: 13 || Clusters count: 2 || Log posterior: -232877.21608347542 || Iter Time:3.9314639568328857 || Total time:21.11437749862671 Iteration: 14 || Clusters count: 2 || Log posterior: -232883.28605408827 || Iter Time:0.005568981170654297 || Total time:21.119946479797363 Iteration: 15 || Clusters count: 2 || Log posterior: -232830.8694804075 || Iter Time:0.005362033843994141 || Total time:21.125308513641357 Iteration: 16 || Clusters count: 2 || Log posterior: -232832.44748719857 || Iter Time:0.005321025848388672 || Total time:21.130629539489746 Iteration: 17 || Clusters count: 2 || Log posterior: -232791.92734433676 || Iter Time:0.005433797836303711 || Total time:21.13606333732605 Iteration: 18 || Clusters count: 2 || Log posterior: -232784.90358040735 || Iter Time:0.005384922027587891 || Total time:21.141448259353638 Iteration: 19 || Clusters count: 2 || Log posterior: -232766.71958508514 || Iter Time:0.0054090023040771484 || Total time:21.146857261657715 Iteration: 20 || Clusters count: 2 || Log posterior: -232693.27398836735 || Iter Time:3.2641570568084717 || Total time:24.411014318466187 Loading and distributing data: 0.000885 seconds (128 allocations: 395.789 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232877.36661492803 || Iter Time:0.032438039779663086 || Total time:24.44345235824585 Iteration: 22 || Clusters count: 2 || Log posterior: -232821.23769430263 || Iter Time:0.005606889724731445 || Total time:24.44905924797058 Iteration: 23 || Clusters count: 2 || Log posterior: -232779.46453281588 || Iter Time:0.005476951599121094 || Total time:24.454536199569702 Iteration: 24 || Clusters count: 2 || Log posterior: -232733.5526001496 || Iter Time:0.005279064178466797 || Total time:24.45981526374817 Iteration: 25 || Clusters count: 2 || Log posterior: -232734.88719619432 || Iter Time:0.005402088165283203 || Total time:24.465217351913452 Iteration: 26 || Clusters count: 2 || Log posterior: -232740.99195547713 || Iter Time:0.005445003509521484 || Total time:24.470662355422974 Iteration: 27 || Clusters count: 2 || Log posterior: -232729.73545911783 || Iter Time:0.0054378509521484375 || Total time:24.476100206375122 Iteration: 28 || Clusters count: 4 || Log posterior: -232168.97049100045 || Iter Time:0.008924007415771484 || Total time:24.485024213790894 Iteration: 29 || Clusters count: 4 || Log posterior: -232019.4279912491 || Iter Time:0.006228923797607422 || Total time:24.4912531375885 Iteration: 30 || Clusters count: 4 || Log posterior: -231994.38530961043 || Iter Time:0.006096839904785156 || Total time:24.497349977493286 Iteration: 31 || Clusters count: 4 || Log posterior: -231954.32634511194 || Iter Time:0.006165027618408203 || Total time:24.503515005111694 Iteration: 32 || Clusters count: 4 || Log posterior: -231980.18458387168 || Iter Time:0.0060460567474365234 || Total time:24.50956106185913 Iteration: 33 || Clusters count: 4 || Log posterior: -231968.6843774023 || Iter Time:0.006078004837036133 || Total time:24.515639066696167 Iteration: 34 || Clusters count: 4 || Log posterior: -231946.1190307455 || Iter Time:0.0061380863189697266 || Total time:24.521777153015137 Iteration: 35 || Clusters count: 4 || Log posterior: -231909.30099280085 || Iter Time:0.006185054779052734 || Total time:24.52796220779419 Iteration: 36 || Clusters count: 4 || Log posterior: -231923.2332854609 || Iter Time:0.006250858306884766 || Total time:24.534213066101074 Iteration: 37 || Clusters count: 4 || Log posterior: -231918.1221644046 || Iter Time:0.0063381195068359375 || Total time:24.54055118560791 Iteration: 38 || Clusters count: 4 || Log posterior: -231902.59800288928 || Iter Time:0.0062580108642578125 || Total time:24.546809196472168 Iteration: 39 || Clusters count: 4 || Log posterior: -231870.97636019 || Iter Time:0.006292104721069336 || Total time:24.553101301193237 Iteration: 40 || Clusters count: 4 || Log posterior: -231856.18026098717 || Iter Time:0.006295919418334961 || Total time:24.559397220611572 Iteration: 41 || Clusters count: 4 || Log posterior: -231777.15896584027 || Iter Time:0.006273031234741211 || Total time:24.565670251846313 Loading and distributing data: 0.000811 seconds (128 allocations: 395.789 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262010.00289216073 || Iter Time:0.006701946258544922 || Total time:24.57237219810486 Iteration: 43 || Clusters count: 5 || Log posterior: -261414.4131041268 || Iter Time:0.0072939395904541016 || Total time:24.579666137695312 Iteration: 44 || Clusters count: 6 || Log posterior: -261095.41084134282 || Iter Time:0.0073719024658203125 || Total time:24.587038040161133 Iteration: 45 || Clusters count: 6 || Log posterior: -261046.3770937045 || Iter Time:0.006625175476074219 || Total time:24.593663215637207 Iteration: 46 || Clusters count: 6 || Log posterior: -261042.56522457497 || Iter Time:0.006577014923095703 || Total time:24.600240230560303 Iteration: 47 || Clusters count: 6 || Log posterior: -261063.3851118125 || Iter Time:0.006565093994140625 || Total time:24.606805324554443 Iteration: 48 || Clusters count: 6 || Log posterior: -261049.3061207988 || Iter Time:0.0066258907318115234 || Total time:24.613431215286255 Iteration: 49 || Clusters count: 6 || Log posterior: -261063.33074395987 || Iter Time:0.00662684440612793 || Total time:24.620058059692383 Iteration: 50 || Clusters count: 6 || Log posterior: -261061.86184870984 || Iter Time:0.006627082824707031 || Total time:24.62668514251709 Iteration: 51 || Clusters count: 6 || Log posterior: -261031.13971684675 || Iter Time:0.00664210319519043 || Total time:24.63332724571228 Iteration: 52 || Clusters count: 6 || Log posterior: -261041.09603637786 || Iter Time:0.007044792175292969 || Total time:24.640372037887573 Iteration: 53 || Clusters count: 6 || Log posterior: -261047.75958668956 || Iter Time:0.006840944290161133 || Total time:24.647212982177734 Iteration: 54 || Clusters count: 7 || Log posterior: -260828.23654981866 || Iter Time:0.008289098739624023 || Total time:24.65550208091736 Iteration: 55 || Clusters count: 7 || Log posterior: -260773.5382926009 || Iter Time:0.0071659088134765625 || Total time:24.662667989730835 Iteration: 56 || Clusters count: 7 || Log posterior: -260770.20527895648 || Iter Time:0.007308006286621094 || Total time:24.669975996017456 Iteration: 57 || Clusters count: 7 || Log posterior: -260755.66518705848 || Iter Time:0.007042884826660156 || Total time:24.677018880844116 Iteration: 58 || Clusters count: 7 || Log posterior: -260742.137293814 || Iter Time:0.7385909557342529 || Total time:25.41560983657837 Iteration: 59 || Clusters count: 7 || Log posterior: -260750.57237864035 || Iter Time:0.007890939712524414 || Total time:25.423500776290894 Iteration: 60 || Clusters count: 8 || Log posterior: -260205.4632459873 || Iter Time:0.009351015090942383 || Total time:25.432851791381836 Iteration: 61 || Clusters count: 8 || Log posterior: -260177.65002415082 || Iter Time:0.061833858489990234 || Total time:25.494685649871826 Iteration: 62 || Clusters count: 8 || Log posterior: -260107.80722784487 || Iter Time:0.007907867431640625 || Total time:25.502593517303467 Loading and distributing data: 0.000760 seconds (128 allocations: 395.789 KiB) Iteration: 63 || Clusters count: 9 || Log posterior: -260254.50974306004 || Iter Time:0.009324073791503906 || Total time:25.51191759109497 Iteration: 64 || Clusters count: 9 || Log posterior: -260141.25698789765 || Iter Time:0.008505105972290039 || Total time:25.52042269706726 Iteration: 65 || Clusters count: 9 || Log posterior: -260105.89726918587 || Iter Time:0.008551836013793945 || Total time:25.528974533081055 Iteration: 66 || Clusters count: 9 || Log posterior: -260140.23282873866 || Iter Time:0.008553028106689453 || Total time:25.537527561187744 Iteration: 67 || Clusters count: 9 || Log posterior: -260086.46434977063 || Iter Time:0.008585929870605469 || Total time:25.54611349105835 Iteration: 68 || Clusters count: 9 || Log posterior: -260078.3225457911 || Iter 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-257336.90332370627 || Iter Time:0.013555049896240234 || Total time:25.99320411682129 Iteration: 104 || Clusters count: 15 || Log posterior: -257319.7834439613 || Iter Time:0.013792991638183594 || Total time:26.006997108459473 Loading and distributing data: 0.000744 seconds (128 allocations: 395.789 KiB) Iteration: 105 || Clusters count: 17 || Log posterior: -256441.12151048225 || Iter Time:0.02338099479675293 || Total time:26.030378103256226 Iteration: 106 || Clusters count: 17 || Log posterior: -256353.05427022098 || Iter Time:0.017679929733276367 || Total time:26.048058032989502 Iteration: 107 || Clusters count: 17 || Log posterior: -256356.60971102084 || Iter Time:0.01745891571044922 || Total time:26.06551694869995 Iteration: 108 || Clusters count: 17 || Log posterior: -256341.285795442 || Iter Time:0.01836085319519043 || Total time:26.08387780189514 Iteration: 109 || Clusters count: 17 || Log posterior: -256337.49290559787 || Iter Time:0.020604848861694336 || Total 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Iteration: 151 || Clusters count: 20 || Log posterior: -255247.3135695233 || Iter Time:0.024625062942504883 || Total time:26.9165141582489 Iteration: 152 || Clusters count: 20 || Log posterior: -255253.43120294143 || Iter Time:0.021152019500732422 || Total time:26.937666177749634 Iteration: 153 || Clusters count: 20 || Log posterior: -255248.25639648028 || Iter Time:0.021364927291870117 || Total time:26.959031105041504 Iteration: 154 || Clusters count: 20 || Log posterior: -255252.87350596828 || Iter Time:0.026594877243041992 || Total time:26.985625982284546 Iteration: 155 || Clusters count: 20 || Log posterior: -255254.57922122255 || Iter Time:0.02159595489501953 || Total time:27.007221937179565 Iteration: 156 || Clusters count: 20 || Log posterior: -255248.9149032549 || Iter Time:0.02086496353149414 || Total time:27.02808690071106 Iteration: 157 || Clusters count: 20 || Log posterior: -255256.5604293143 || Iter Time:0.02414083480834961 || Total time:27.05222773551941 Iteration: 158 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Time:0.023623943328857422 || Total time:27.750535249710083 Iteration: 186 || Clusters count: 20 || Log posterior: -255683.80375294463 || Iter Time:0.027942895889282227 || Total time:27.778478145599365 Iteration: 187 || Clusters count: 20 || Log posterior: -255689.60500858224 || Iter Time:0.024509906768798828 || Total time:27.802988052368164 Iteration: 188 || Clusters count: 20 || Log posterior: -255684.8728180708 || Iter Time:0.02257513999938965 || Total time:27.825563192367554 Loading and distributing data: 0.000864 seconds (128 allocations: 395.789 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255398.0414675999 || Iter Time:0.028532981872558594 || Total time:27.854096174240112 Iteration: 190 || Clusters count: 20 || Log posterior: -255379.9002591113 || Iter Time:0.02417278289794922 || Total time:27.87826895713806 Iteration: 191 || Clusters count: 20 || Log posterior: -255383.07416927995 || Iter Time:0.02780008316040039 || Total time:27.906069040298462 Iteration: 192 || Clusters count: 20 || Log posterior: -255380.57671079395 || Iter Time:0.023998022079467773 || Total time:27.93006706237793 Iteration: 193 || Clusters count: 20 || Log posterior: -255382.4233862051 || Iter Time:0.024081945419311523 || Total time:27.95414900779724 Iteration: 194 || Clusters count: 20 || Log posterior: -255376.94803174346 || Iter Time:0.027953147888183594 || Total time:27.982102155685425 Iteration: 195 || Clusters count: 20 || Log posterior: -255285.65162618284 || Iter Time:0.02433609962463379 || Total time:28.00643825531006 Iteration: 196 || Clusters count: 20 || Log posterior: -255285.9398005521 || Iter Time:0.023702144622802734 || Total time:28.03014039993286 Iteration: 197 || Clusters count: 20 || Log posterior: -255292.15765433433 || Iter Time:0.026739835739135742 || Total time:28.056880235671997 Iteration: 198 || Clusters count: 20 || Log posterior: -255290.40254184045 || Iter Time:0.02347588539123535 || Total time:28.080356121063232 Iteration: 199 || Clusters count: 20 || Log posterior: -255292.30828337796 || Iter Time:0.023318052291870117 || Total time:28.103674173355103 Iteration: 200 || Clusters count: 20 || Log posterior: -255285.2992481694 || Iter Time:0.02672100067138672 || Total time:28.13039517402649 Iteration: 201 || Clusters count: 20 || Log posterior: -255285.54229776093 || Iter Time:0.021734952926635742 || Total time:28.152130126953125 Iteration: 202 || Clusters count: 20 || Log posterior: -255291.2968345375 || Iter Time:0.027127981185913086 || Total time:28.179258108139038 Iteration: 203 || Clusters count: 20 || Log posterior: -255290.73774236496 || Iter Time:0.02689194679260254 || Total time:28.20615005493164 Iteration: 204 || Clusters count: 20 || Log posterior: -255285.52981069154 || Iter Time:0.022541046142578125 || Total time:28.22869110107422 Iteration: 205 || Clusters count: 20 || Log posterior: -255282.20135952003 || Iter Time:0.022880077362060547 || Total time:28.25157117843628 Iteration: 206 || Clusters count: 20 || Log posterior: -255282.20135952003 || Iter Time:0.02707386016845703 || Total time:28.278645038604736 Iteration: 207 || Clusters count: 20 || Log posterior: -255282.20135952003 || Iter Time:0.023066997528076172 || Total time:28.301712036132812 Iteration: 208 || Clusters count: 20 || Log posterior: -255288.2672398504 || Iter Time:0.023321866989135742 || Total time:28.32503390312195 Iteration: 209 || Clusters count: 20 || Log posterior: -255282.20135952003 || Iter Time:0.025104999542236328 || Total time:28.350138902664185 NMI: 0.7866419150613179 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m34.2s [98590, 3463, 43440, 33681, 90986, 47085, 32061, 47292, 28011, 26350, 30512, 79679, 98715, 9548, 75406, 43551, 165894, 29451, 7904, 8381] Loading and distributing data: 0.000238 seconds (128 allocations: 12.977 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7294.619562176033 || Iter Time:5.0208799839019775 || Total time:5.0208799839019775 Iteration: 1 || Clusters count: 1 || Log posterior: -7294.619562176033 || Iter Time:0.002207040786743164 || Total time:5.023087024688721 Iteration: 2 || Clusters count: 1 || Log posterior: -7294.619562176033 || Iter Time:0.001596212387084961 || Total time:5.024683237075806 Iteration: 3 || Clusters count: 1 || Log posterior: -7294.619562176033 || Iter Time:0.0014920234680175781 || Total time:5.026175260543823 Iteration: 4 || Clusters count: 1 || Log posterior: -7294.619562176033 || Iter Time:0.001432180404663086 || Total time:5.027607440948486 Iteration: 5 || Clusters count: 1 || Log posterior: -7294.619562176033 || Iter Time:0.001538991928100586 || Total time:5.029146432876587 Iteration: 6 || Clusters count: 1 || Log posterior: -7294.619562176033 || Iter Time:0.0014910697937011719 || Total time:5.030637502670288 Iteration: 7 || Clusters count: 1 || Log posterior: -7294.619562176033 || Iter Time:0.001466989517211914 || Total time:5.0321044921875 Iteration: 8 || Clusters count: 2 || Log posterior: -7014.129764402872 || Iter Time:0.16233015060424805 || Total time:5.194434642791748 Iteration: 9 || Clusters count: 2 || Log posterior: -7025.090842545786 || Iter Time:0.001873016357421875 || Total time:5.19630765914917 Iteration: 10 || Clusters count: 2 || Log posterior: -7027.131683237889 || Iter Time:0.0016760826110839844 || Total time:5.197983741760254 Iteration: 11 || Clusters count: 2 || Log posterior: -7002.830034209515 || Iter Time:0.0016291141510009766 || Total time:5.199612855911255 Iteration: 12 || Clusters count: 2 || Log posterior: -7014.806303819947 || Iter Time:0.0016582012176513672 || Total time:5.201271057128906 Iteration: 13 || Clusters count: 2 || Log posterior: -7018.116005415615 || Iter Time:0.0017180442810058594 || Total time:5.202989101409912 Iteration: 14 || Clusters count: 2 || Log posterior: -7008.68761245364 || Iter Time:0.0016880035400390625 || Total time:5.204677104949951 Iteration: 15 || Clusters count: 2 || Log posterior: -7020.152858006808 || Iter Time:0.001667022705078125 || Total time:5.206344127655029 Iteration: 16 || Clusters count: 2 || Log posterior: -7022.6267949603025 || Iter Time:0.0016880035400390625 || Total time:5.208032131195068 Iteration: 17 || Clusters count: 2 || Log posterior: -7005.463077037046 || Iter Time:0.0017161369323730469 || Total time:5.209748268127441 Iteration: 18 || Clusters count: 4 || Log posterior: -6465.775839671689 || Iter Time:0.004612922668457031 || Total time:5.214361190795898 Iteration: 19 || Clusters count: 4 || Log posterior: -6377.342153759897 || Iter Time:0.0025119781494140625 || Total time:5.2168731689453125 Iteration: 20 || Clusters count: 4 || Log posterior: -6381.067995301068 || Iter Time:0.0023360252380371094 || Total time:5.21920919418335 Iteration: 21 || Clusters count: 4 || Log posterior: -6381.292235083334 || Iter Time:0.0024139881134033203 || Total time:5.221623182296753 Iteration: 22 || Clusters count: 4 || Log posterior: -6375.832120119834 || Iter Time:0.0023691654205322266 || Total time:5.223992347717285 Iteration: 23 || Clusters count: 4 || Log posterior: -6375.418870280137 || Iter Time:0.0024428367614746094 || Total time:5.22643518447876 Iteration: 24 || Clusters count: 4 || Log posterior: -6382.817872502927 || Iter Time:0.002393007278442383 || Total time:5.228828191757202 Iteration: 25 || Clusters count: 4 || Log posterior: -6373.89432686462 || Iter Time:0.002405881881713867 || Total time:5.231234073638916 Iteration: 26 || Clusters count: 4 || Log posterior: -6381.1385068285235 || Iter Time:0.002399921417236328 || Total time:5.233633995056152 Iteration: 27 || Clusters count: 4 || Log posterior: -6380.360002436621 || Iter Time:0.0024001598358154297 || Total time:5.236034154891968 Iteration: 28 || Clusters count: 5 || Log posterior: -6324.602420304414 || Iter Time:0.004132986068725586 || Total time:5.240167140960693 Iteration: 29 || Clusters count: 5 || Log posterior: -6310.063976188955 || Iter Time:0.0028650760650634766 || Total time:5.243032217025757 Iteration: 30 || Clusters count: 5 || Log posterior: -6310.063976188955 || Iter Time:1.3845510482788086 || Total time:6.627583265304565 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: 0.000204 seconds (128 allocations: 13.008 KiB) Iteration: 31 || Clusters count: 6 || Log posterior: -6041.409859183601 || Iter Time:0.02993607521057129 || Total time:6.657519340515137 Iteration: 32 || Clusters count: 6 || Log posterior: -6029.455131161023 || Iter Time:0.012363195419311523 || Total time:6.669882535934448 Loading and distributing data: 0.000103 seconds (128 allocations: 12.977 KiB) Iteration: 33 || Clusters count: 6 || Log posterior: -5233.5773976593 || Iter Time:0.0033829212188720703 || Total time:6.67326545715332 Iteration: 34 || Clusters count: 6 || Log posterior: -5233.5773976593 || Iter Time:0.011670112609863281 || Total time:6.684935569763184 Loading and distributing data: 0.000099 seconds (128 allocations: 12.977 KiB) Iteration: 35 || Clusters count: 6 || Log posterior: -4991.59618702256 || Iter Time:0.003133058547973633 || Total time:6.688068628311157 Iteration: 36 || Clusters count: 6 || Log posterior: -4987.978179977725 || Iter Time:0.012133121490478516 || Total time:6.700201749801636 Loading and distributing data: 0.000116 seconds (128 allocations: 12.977 KiB) Iteration: 37 || Clusters count: 7 || Log posterior: -4958.660107467042 || Iter Time:0.0037848949432373047 || Total time:6.703986644744873 Iteration: 38 || Clusters count: 7 || Log posterior: -4908.4681378805635 || Iter Time:0.01285099983215332 || Total time:6.716837644577026 Loading and distributing data: 0.000107 seconds (128 allocations: 12.977 KiB) Iteration: 39 || Clusters count: 7 || Log posterior: -4899.561109457138 || Iter Time:0.0035080909729003906 || Total time:6.720345735549927 Iteration: 40 || Clusters count: 7 || Log posterior: -4850.406436738502 || Iter Time:0.013329029083251953 || Total time:6.733674764633179 Loading and distributing data: 0.000138 seconds (128 allocations: 12.977 KiB) Iteration: 41 || Clusters count: 7 || Log posterior: -4811.348971679071 || Iter Time:0.0036399364471435547 || Total time:6.737314701080322 Iteration: 42 || Clusters count: 7 || Log posterior: -4767.794297970386 || Iter Time:0.5082018375396729 || Total time:7.245516538619995 Loading and distributing data: 0.000102 seconds (128 allocations: 13.008 KiB) Iteration: 43 || Clusters count: 7 || Log posterior: -4803.205614738359 || Iter Time:0.0036211013793945312 || Total time:7.24913763999939 Iteration: 44 || Clusters count: 7 || Log posterior: -4772.060826462139 || Iter Time:0.013606071472167969 || Total time:7.262743711471558 Loading and distributing data: 0.000115 seconds (128 allocations: 12.977 KiB) Iteration: 45 || Clusters count: 7 || Log posterior: -4819.482341455685 || Iter Time:0.004683971405029297 || Total time:7.267427682876587 Iteration: 46 || Clusters count: 7 || Log posterior: -4807.122865398045 || Iter Time:0.013725996017456055 || Total time:7.281153678894043 Loading and distributing data: 0.000122 seconds (128 allocations: 12.977 KiB) Iteration: 47 || Clusters count: 7 || Log posterior: -4858.671575586268 || Iter Time:0.005203962326049805 || Total time:7.286357641220093 Iteration: 48 || Clusters count: 7 || Log posterior: -4822.488036511953 || Iter Time:0.014253854751586914 || Total time:7.30061149597168 Loading and distributing data: 0.000105 seconds (128 allocations: 12.977 KiB) Iteration: 49 || Clusters count: 7 || Log posterior: -4770.8414486579295 || Iter Time:0.0049898624420166016 || Total time:7.305601358413696 Iteration: 50 || Clusters count: 7 || Log posterior: -4750.591463150726 || Iter Time:0.013794898986816406 || Total time:7.319396257400513 Loading and distributing data: 0.000107 seconds (128 allocations: 12.977 KiB) Iteration: 51 || Clusters count: 8 || Log posterior: -4803.290093110392 || Iter Time:0.006011009216308594 || Total time:7.325407266616821 Iteration: 52 || Clusters count: 8 || Log posterior: -4780.834065003728 || Iter Time:0.015425920486450195 || Total time:7.3408331871032715 Loading and distributing data: 0.000108 seconds (128 allocations: 12.977 KiB) Iteration: 53 || Clusters count: 9 || Log posterior: -4813.445142494881 || Iter Time:0.005650997161865234 || Total time:7.346484184265137 Iteration: 54 || Clusters count: 9 || Log posterior: -4735.847869933439 || Iter Time:0.01640486717224121 || Total time:7.362889051437378 Loading and distributing data: 0.000106 seconds (128 allocations: 12.977 KiB) Iteration: 55 || Clusters count: 9 || Log posterior: -4741.212757862078 || Iter Time:0.005133867263793945 || Total time:7.368022918701172 Iteration: 56 || Clusters count: 9 || Log posterior: -4684.0573279152595 || Iter Time:0.01722407341003418 || Total time:7.385246992111206 Loading and distributing data: 0.000105 seconds (128 allocations: 12.977 KiB) Iteration: 57 || Clusters count: 9 || Log posterior: -4677.364740440024 || Iter Time:0.005045175552368164 || Total time:7.390292167663574 Iteration: 58 || Clusters count: 9 || Log posterior: -4638.626060890225 || Iter Time:0.019234895706176758 || Total time:7.409527063369751 Loading and distributing data: 0.000106 seconds (128 allocations: 12.977 KiB) Iteration: 59 || Clusters count: 9 || Log posterior: -4632.005498875294 || Iter Time:0.004914045333862305 || Total time:7.414441108703613 Iteration: 60 || Clusters count: 9 || Log posterior: -4608.868518154205 || Iter Time:0.017943859100341797 || Total time:7.432384967803955 Loading and distributing data: 0.000107 seconds (128 allocations: 12.977 KiB) Iteration: 61 || Clusters count: 9 || Log posterior: -4672.301776292415 || Iter Time:0.005424022674560547 || Total time:7.437808990478516 Iteration: 62 || Clusters count: 9 || Log posterior: -4647.011431939481 || Iter Time:0.018503904342651367 || Total time:7.456312894821167 Loading and distributing data: 0.000110 seconds (128 allocations: 12.977 KiB) Iteration: 63 || Clusters count: 9 || Log posterior: -4675.277481663208 || Iter Time:0.006639003753662109 || Total time:7.462951898574829 Iteration: 64 || Clusters count: 9 || Log posterior: -4652.071313367245 || Iter Time:0.01876211166381836 || Total time:7.4817140102386475 Loading and distributing data: 0.000108 seconds (128 allocations: 12.977 KiB) Iteration: 65 || Clusters count: 9 || Log posterior: -4683.299642835645 || Iter Time:0.006880998611450195 || Total time:7.488595008850098 Iteration: 66 || Clusters count: 9 || Log posterior: -4661.112541732493 || Iter Time:0.01873493194580078 || Total time:7.507329940795898 Loading and distributing data: 0.000120 seconds (128 allocations: 12.977 KiB) Iteration: 67 || Clusters count: 9 || Log posterior: -4686.098035725192 || Iter Time:0.006417989730834961 || Total time:7.513747930526733 Iteration: 68 || Clusters count: 9 || Log posterior: -4648.209182679643 || Iter Time:0.01876997947692871 || Total time:7.532517910003662 Loading and distributing data: 0.000123 seconds (128 allocations: 12.977 KiB) Iteration: 69 || Clusters count: 9 || Log posterior: -4698.126225650159 || Iter Time:0.006153106689453125 || Total time:7.538671016693115 Iteration: 70 || Clusters count: 9 || Log posterior: -4638.32336912699 || Iter Time:0.017297983169555664 || Total time:7.555968999862671 Loading and distributing data: 0.000104 seconds (128 allocations: 12.977 KiB) Iteration: 71 || Clusters count: 10 || Log posterior: -4658.15269209418 || Iter Time:0.007025003433227539 || Total time:7.562994003295898 Iteration: 72 || Clusters count: 10 || Log posterior: -4617.534599503327 || Iter Time:0.020817995071411133 || Total time:7.58381199836731 Loading and distributing data: 0.000112 seconds (128 allocations: 12.977 KiB) Iteration: 73 || Clusters count: 10 || Log posterior: -4593.728148652331 || Iter Time:0.007411956787109375 || Total time:7.591223955154419 Iteration: 74 || Clusters count: 10 || Log posterior: -4576.383376551207 || Iter Time:0.02110886573791504 || Total time:7.612332820892334 Loading and distributing data: 0.000108 seconds (128 allocations: 12.977 KiB) Iteration: 75 || Clusters count: 12 || Log posterior: -4538.073866961059 || Iter Time:0.007668972015380859 || Total time:7.620001792907715 Iteration: 76 || Clusters count: 12 || Log posterior: -4521.483408840247 || Iter Time:0.023036956787109375 || Total time:7.643038749694824 Loading and distributing data: 0.000130 seconds (128 allocations: 12.977 KiB) Iteration: 77 || Clusters count: 12 || Log posterior: -4507.9679179476025 || Iter Time:0.006824970245361328 || Total time:7.6498637199401855 Iteration: 78 || Clusters count: 12 || Log posterior: -4481.2837634083635 || Iter Time:0.023341894149780273 || Total time:7.673205614089966 Loading and distributing data: 0.000125 seconds (128 allocations: 12.977 KiB) Iteration: 79 || Clusters count: 12 || Log posterior: -4475.939463026647 || Iter Time:0.006677150726318359 || Total time:7.679882764816284 Iteration: 80 || Clusters count: 12 || Log posterior: -4465.027014111635 || Iter Time:0.023687124252319336 || Total time:7.7035698890686035 Loading and distributing data: 0.000104 seconds (128 allocations: 12.977 KiB) Iteration: 81 || Clusters count: 12 || Log posterior: -4461.021709637112 || Iter Time:0.007266998291015625 || Total time:7.710836887359619 Iteration: 82 || Clusters count: 12 || Log posterior: -4448.028915449024 || Iter Time:0.024261951446533203 || Total time:7.735098838806152 Loading and distributing data: 0.000114 seconds (128 allocations: 12.977 KiB) Iteration: 83 || Clusters count: 12 || Log posterior: -4454.270299031453 || Iter Time:0.00769805908203125 || Total time:7.742796897888184 Iteration: 84 || Clusters count: 12 || Log posterior: -4437.4257735554165 || Iter Time:0.02379298210144043 || Total time:7.766589879989624 Loading and distributing data: 0.000113 seconds (128 allocations: 12.977 KiB) Iteration: 85 || Clusters count: 13 || Log posterior: -4399.9484251829035 || Iter Time:0.010103940963745117 || Total time:7.776693820953369 Iteration: 86 || Clusters count: 13 || Log posterior: -4362.366330419014 || Iter Time:0.027154922485351562 || Total time:7.803848743438721 Loading and distributing data: 0.000105 seconds (128 allocations: 12.977 KiB) Iteration: 87 || Clusters count: 13 || Log posterior: -4360.6688874101255 || Iter Time:0.00999903678894043 || Total time:7.813847780227661 Iteration: 88 || Clusters count: 13 || Log posterior: -4339.365435538262 || Iter Time:0.03224301338195801 || Total time:7.846090793609619 Loading and distributing data: 0.000120 seconds (128 allocations: 12.977 KiB) Iteration: 89 || Clusters count: 13 || Log posterior: -4382.569246427114 || Iter Time:0.0107879638671875 || Total time:7.856878757476807 Iteration: 90 || Clusters count: 13 || Log posterior: -4352.994255709261 || Iter Time:0.03223681449890137 || Total time:7.889115571975708 Loading and distributing data: 0.000109 seconds (128 allocations: 12.977 KiB) Iteration: 91 || Clusters count: 13 || Log posterior: -4362.169254427404 || Iter Time:0.010764837265014648 || Total time:7.899880409240723 Iteration: 92 || Clusters count: 13 || Log posterior: -4352.411341804641 || Iter Time:0.03212594985961914 || Total time:7.932006359100342 Loading and distributing data: 0.000121 seconds (128 allocations: 12.977 KiB) Iteration: 93 || Clusters count: 13 || Log posterior: -4354.768517005872 || Iter Time:0.011301040649414062 || Total time:7.943307399749756 Iteration: 94 || Clusters count: 13 || Log posterior: -4341.651339083628 || Iter Time:0.03228902816772461 || Total time:7.9755964279174805 Loading and distributing data: 0.000123 seconds (128 allocations: 12.977 KiB) Iteration: 95 || Clusters count: 13 || Log posterior: -4375.227789073916 || Iter Time:0.01242208480834961 || Total time:7.98801851272583 Iteration: 96 || Clusters count: 13 || Log posterior: -4357.88085893513 || Iter Time:0.07080984115600586 || Total time:8.058828353881836 Loading and distributing data: 0.000120 seconds (128 allocations: 12.977 KiB) Iteration: 97 || Clusters count: 14 || Log posterior: -4366.250470793586 || Iter Time:0.011391878128051758 || Total time:8.070220232009888 Iteration: 98 || Clusters count: 14 || Log posterior: -4327.507014797045 || Iter Time:0.030349016189575195 || Total time:8.100569248199463 Loading and distributing data: 0.000112 seconds (128 allocations: 12.977 KiB) Iteration: 99 || Clusters count: 14 || Log posterior: -4331.494846226371 || Iter Time:0.011013984680175781 || Total time:8.111583232879639 Iteration: 100 || Clusters count: 14 || Log posterior: -4288.827678753258 || Iter Time:0.029917001724243164 || Total time:8.141500234603882 Loading and distributing data: 0.000107 seconds (128 allocations: 12.977 KiB) Iteration: 101 || Clusters count: 14 || Log posterior: -4265.881761119259 || Iter Time:0.010514974594116211 || Total time:8.152015209197998 Iteration: 102 || Clusters count: 14 || Log posterior: -4242.579992830349 || Iter Time:0.029642820358276367 || Total time:8.181658029556274 Loading and distributing data: 0.000110 seconds (128 allocations: 12.977 KiB) Iteration: 103 || Clusters count: 15 || Log posterior: -4220.275673222114 || Iter Time:0.010634899139404297 || Total time:8.192292928695679 Iteration: 104 || Clusters count: 15 || Log posterior: -4155.92806937568 || Iter Time:0.03140687942504883 || Total time:8.223699808120728 Loading and distributing data: 0.000114 seconds (128 allocations: 12.977 KiB) Iteration: 105 || Clusters count: 15 || Log posterior: -4072.6658031198385 || Iter Time:0.01016998291015625 || Total time:8.233869791030884 Iteration: 106 || Clusters count: 15 || Log posterior: -4025.642322597441 || Iter Time:0.030964136123657227 || Total time:8.264833927154541 Loading and distributing data: 0.000112 seconds (128 allocations: 12.977 KiB) Iteration: 107 || Clusters count: 15 || Log posterior: -4068.6211032227516 || Iter Time:0.012046098709106445 || Total time:8.276880025863647 Iteration: 108 || Clusters count: 15 || Log posterior: -4029.80419180813 || Iter Time:0.03278684616088867 || Total time:8.309666872024536 Loading and distributing data: 0.000115 seconds (128 allocations: 12.977 KiB) Iteration: 109 || Clusters count: 15 || Log posterior: -4045.0608692361 || Iter Time:0.011694908142089844 || Total time:8.321361780166626 Iteration: 110 || Clusters count: 15 || Log posterior: -4022.9134996145435 || Iter Time:0.03183698654174805 || Total time:8.353198766708374 Loading and distributing data: 0.000118 seconds (128 allocations: 12.977 KiB) Iteration: 111 || Clusters count: 15 || Log posterior: -4026.395121390661 || Iter Time:0.011491060256958008 || Total time:8.364689826965332 Iteration: 112 || Clusters count: 15 || Log posterior: -4004.6464127619256 || Iter Time:0.03151988983154297 || Total time:8.396209716796875 Loading and distributing data: 0.000120 seconds (128 allocations: 12.977 KiB) Iteration: 113 || Clusters count: 15 || Log posterior: -4009.4324263788703 || Iter Time:0.01380300521850586 || Total time:8.41001272201538 Iteration: 114 || Clusters count: 15 || Log posterior: -3996.3577073101296 || Iter Time:0.03355598449707031 || Total time:8.443568706512451 Loading and distributing data: 0.000177 seconds (789 allocations: 54.531 KiB) Iteration: 115 || Clusters count: 15 || Log posterior: -4025.8578986151438 || Iter Time:0.014518022537231445 || Total time:8.458086729049683 Iteration: 116 || Clusters count: 15 || Log posterior: -4015.6092734833014 || Iter Time:0.03355002403259277 || Total time:8.491636753082275 Loading and distributing data: 0.000115 seconds (128 allocations: 12.977 KiB) Iteration: 117 || Clusters count: 15 || Log posterior: -4002.315078920589 || Iter Time:0.013550043106079102 || Total time:8.505186796188354 Iteration: 118 || Clusters count: 15 || Log posterior: -3992.8378359983813 || Iter Time:0.034030914306640625 || Total time:8.539217710494995 Loading and distributing data: 0.000113 seconds (128 allocations: 12.977 KiB) Iteration: 119 || Clusters count: 15 || Log posterior: -4035.0449880759484 || Iter Time:0.013241052627563477 || Total time:8.552458763122559 Iteration: 120 || Clusters count: 15 || Log posterior: -4024.4009185736345 || Iter Time:0.03460884094238281 || Total time:8.587067604064941 Loading and distributing data: 0.000134 seconds (128 allocations: 12.977 KiB) Iteration: 121 || Clusters count: 15 || Log posterior: 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Iteration: 631 || Clusters count: 16 || Log posterior: -4089.030749777936 || Iter Time:0.017596960067749023 || Total time:21.935781240463257 Iteration: 632 || Clusters count: 16 || Log posterior: -4057.4235727061096 || Iter Time:0.03900504112243652 || Total time:21.974786281585693 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 633 || Clusters count: 16 || Log posterior: -4049.2614732091665 || Iter Time:0.016408920288085938 || Total time:21.99119520187378 Iteration: 634 || Clusters count: 16 || Log posterior: -4038.7057839394456 || Iter Time:0.037065982818603516 || Total time:22.028261184692383 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 635 || Clusters count: 16 || Log posterior: -4030.7982033985313 || Iter Time:0.015832185745239258 || Total time:22.044093370437622 Iteration: 636 || Clusters count: 16 || Log posterior: -4016.2198768886556 || Iter Time:0.03930091857910156 || Total 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Iteration: 653 || Clusters count: 16 || Log posterior: -4040.375102724659 || Iter Time:0.015944957733154297 || Total time:22.54803204536438 Iteration: 654 || Clusters count: 16 || Log posterior: -4022.9639521308604 || Iter Time:0.039021968841552734 || Total time:22.587054014205933 Loading and distributing data: 0.000141 seconds (129 allocations: 12.992 KiB) Iteration: 655 || Clusters count: 16 || Log posterior: -4073.4668714830095 || Iter Time:0.03362011909484863 || Total time:22.62067413330078 Iteration: 656 || Clusters count: 16 || Log posterior: -4059.608517158004 || Iter Time:0.03885793685913086 || Total time:22.659532070159912 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 657 || Clusters count: 16 || Log posterior: -4098.465244113662 || Iter Time:0.016397953033447266 || Total time:22.67593002319336 Iteration: 658 || Clusters count: 16 || Log posterior: -4051.031873393235 || Iter Time:0.040418148040771484 || Total time:22.71634817123413 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Iteration: 941 || Clusters count: 16 || Log posterior: -4004.0933705674174 || Iter Time:0.014199972152709961 || Total time:30.740259408950806 Iteration: 942 || Clusters count: 16 || Log posterior: -3981.4340926956293 || Iter Time:0.039279937744140625 || Total time:30.779539346694946 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 943 || Clusters count: 16 || Log posterior: -4055.384319311119 || Iter Time:0.016000032424926758 || Total time:30.795539379119873 Iteration: 944 || Clusters count: 16 || Log posterior: -4012.717224440112 || Iter Time:0.03936409950256348 || Total time:30.834903478622437 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 945 || Clusters count: 16 || Log posterior: -4074.4166717719836 || Iter Time:0.01610708236694336 || Total time:30.85101056098938 Iteration: 946 || Clusters count: 16 || Log posterior: -4048.5954935718273 || Iter Time:0.03979802131652832 || Total 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Iteration: 963 || Clusters count: 16 || Log posterior: -4043.7876566037517 || Iter Time:0.01753997802734375 || Total time:31.374078512191772 Iteration: 964 || Clusters count: 16 || Log posterior: -4035.7242971584205 || Iter Time:0.04062914848327637 || Total time:31.41470766067505 Loading and distributing data: 0.000141 seconds (129 allocations: 12.992 KiB) Iteration: 965 || Clusters count: 16 || Log posterior: -4034.6094021154754 || Iter Time:0.01715993881225586 || Total time:31.431867599487305 Iteration: 966 || Clusters count: 16 || Log posterior: -4010.00612910876 || Iter Time:0.03917288780212402 || Total time:31.47104048728943 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 967 || Clusters count: 16 || Log posterior: -4060.4215073776363 || Iter Time:0.016275882720947266 || Total time:31.487316370010376 Iteration: 968 || Clusters count: 16 || Log posterior: -4044.02828381708 || Iter Time:0.058878183364868164 || Total time:31.546194553375244 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Iteration: 1057 || Clusters count: 16 || Log posterior: -4076.8866516351786 || Iter Time:0.01587200164794922 || Total time:34.09752082824707 Iteration: 1058 || Clusters count: 16 || Log posterior: -4053.894779435187 || Iter Time:0.05995512008666992 || Total time:34.15747594833374 Loading and distributing data: 0.000144 seconds (129 allocations: 12.992 KiB) Iteration: 1059 || Clusters count: 16 || Log posterior: -3998.6858327459204 || Iter Time:0.018384933471679688 || Total time:34.17586088180542 Iteration: 1060 || Clusters count: 16 || Log posterior: -3992.280696546861 || Iter Time:0.04024505615234375 || Total time:34.216105937957764 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1061 || Clusters count: 16 || Log posterior: -4049.8193590927544 || Iter Time:0.016911983489990234 || Total time:34.233017921447754 Iteration: 1062 || Clusters count: 16 || Log posterior: -4026.4929481692916 || Iter Time:0.04133796691894531 || Total 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Iteration: 1079 || Clusters count: 16 || Log posterior: -3992.2259670892286 || Iter Time:0.017096996307373047 || Total time:34.76167035102844 Iteration: 1080 || Clusters count: 16 || Log posterior: -3977.6302361224834 || Iter Time:0.037992000579833984 || Total time:34.799662351608276 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1081 || Clusters count: 16 || Log posterior: -4004.7032194047943 || Iter Time:0.01576399803161621 || Total time:34.81542634963989 Iteration: 1082 || Clusters count: 16 || Log posterior: -3975.608597245273 || Iter Time:0.039041996002197266 || Total time:34.85446834564209 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 1083 || Clusters count: 16 || Log posterior: -4025.855625269091 || Iter Time:0.016603946685791016 || Total time:34.87107229232788 Iteration: 1084 || Clusters count: 16 || Log posterior: -4016.0541620561266 || Iter Time:0.0391840934753418 || Total 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Iteration: 1173 || Clusters count: 16 || Log posterior: -4041.0179031815433 || Iter Time:0.016090869903564453 || Total time:37.47892689704895 Iteration: 1174 || Clusters count: 16 || Log posterior: -4014.7650979724426 || Iter Time:0.03668498992919922 || Total time:37.51561188697815 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1175 || Clusters count: 16 || Log posterior: -4023.2369045969112 || Iter Time:0.017115116119384766 || Total time:37.532727003097534 Iteration: 1176 || Clusters count: 16 || Log posterior: -4003.2111727149204 || Iter Time:0.04019904136657715 || Total time:37.57292604446411 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1177 || Clusters count: 16 || Log posterior: -4034.258873451227 || Iter Time:0.01558995246887207 || Total time:37.58851599693298 Iteration: 1178 || Clusters count: 16 || Log posterior: -4015.690182237527 || Iter Time:0.03976011276245117 || Total 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Iteration: 1234 || Clusters count: 16 || Log posterior: -3997.923944053716 || Iter Time:0.040099143981933594 || Total time:39.27649807929993 Loading and distributing data: 0.000148 seconds (129 allocations: 12.992 KiB) Iteration: 1235 || Clusters count: 16 || Log posterior: -3991.111444896328 || Iter Time:0.01569199562072754 || Total time:39.292190074920654 Iteration: 1236 || Clusters count: 16 || Log posterior: -3969.586322149429 || Iter Time:0.0386960506439209 || Total time:39.330886125564575 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1237 || Clusters count: 16 || Log posterior: -4001.196287854055 || Iter Time:0.015974998474121094 || Total time:39.346861124038696 Iteration: 1238 || Clusters count: 16 || Log posterior: -3976.9035531367435 || Iter Time:0.0382997989654541 || Total time:39.38516092300415 Loading and distributing data: 0.000145 seconds (129 allocations: 12.992 KiB) Iteration: 1239 || Clusters count: 16 || Log posterior: 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KiB) Iteration: 1267 || Clusters count: 16 || Log posterior: -4085.0248250471054 || Iter Time:0.016489028930664062 || Total time:40.17745566368103 Iteration: 1268 || Clusters count: 16 || Log posterior: -4059.4409462437657 || Iter Time:0.05603909492492676 || Total time:40.23349475860596 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1269 || Clusters count: 16 || Log posterior: -4048.589954280582 || Iter Time:0.016551971435546875 || Total time:40.250046730041504 Iteration: 1270 || Clusters count: 16 || Log posterior: -4022.6437310590063 || Iter Time:0.038086891174316406 || Total time:40.28813362121582 Loading and distributing data: 0.000140 seconds (134 allocations: 13.148 KiB) Iteration: 1271 || Clusters count: 16 || Log posterior: -4045.260086804945 || Iter Time:0.015762805938720703 || Total time:40.30389642715454 Iteration: 1272 || Clusters count: 16 || Log posterior: -4033.267770912944 || Iter Time:0.04102301597595215 || Total 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16 || Log posterior: -4000.7142823120644 || Iter Time:0.03971600532531738 || Total time:40.508442401885986 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1279 || Clusters count: 16 || Log posterior: -4002.5316260923323 || Iter Time:0.016171932220458984 || Total time:40.524614334106445 Iteration: 1280 || Clusters count: 16 || Log posterior: -3990.6512205055387 || Iter Time:0.03830885887145996 || Total time:40.562923192977905 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1281 || Clusters count: 16 || Log posterior: -4041.427761384245 || Iter Time:0.018066883087158203 || Total time:40.58099007606506 Iteration: 1282 || Clusters count: 16 || Log posterior: -4022.456880733201 || Iter Time:0.040472984313964844 || Total time:40.62146306037903 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1283 || Clusters count: 16 || Log posterior: -4055.1728907417587 || Iter 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Iteration: 1289 || Clusters count: 16 || Log posterior: -4059.3944686703826 || Iter Time:0.016978979110717773 || Total time:40.8256402015686 Iteration: 1290 || Clusters count: 16 || Log posterior: -4019.85189490304 || Iter Time:0.03825187683105469 || Total time:40.86389207839966 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1291 || Clusters count: 16 || Log posterior: -4113.156361791223 || Iter Time:0.01619410514831543 || Total time:40.880086183547974 Iteration: 1292 || Clusters count: 16 || Log posterior: -4100.1696277472065 || Iter Time:0.03849601745605469 || Total time:40.91858220100403 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1293 || Clusters count: 16 || Log posterior: -4142.313617197779 || Iter Time:0.017832040786743164 || Total time:40.93641424179077 Iteration: 1294 || Clusters count: 16 || Log posterior: -4132.567662034779 || Iter Time:0.041007041931152344 || Total time:40.977421283721924 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-4013.6730213645305 || Iter Time:0.04135322570800781 || Total time:41.14476943016052 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1301 || Clusters count: 16 || Log posterior: -4064.4863039565143 || Iter Time:0.017565011978149414 || Total time:41.16233444213867 Iteration: 1302 || Clusters count: 16 || Log posterior: -4038.9160406338483 || Iter Time:0.040971994400024414 || Total time:41.203306436538696 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 1303 || Clusters count: 16 || Log posterior: -4010.233957703745 || Iter Time:0.017358064651489258 || Total time:41.220664501190186 Iteration: 1304 || Clusters count: 16 || Log posterior: -3997.866103263311 || Iter Time:0.05693793296813965 || Total time:41.277602434158325 Loading and distributing data: 0.000134 seconds (134 allocations: 13.148 KiB) Iteration: 1305 || Clusters count: 16 || Log posterior: -4038.264874136411 || Iter Time:0.016482830047607422 || 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Iteration: 1328 || Clusters count: 16 || Log posterior: -4085.3220184314055 || Iter Time:0.038819074630737305 || Total time:42.025729179382324 Loading and distributing data: 0.000152 seconds (129 allocations: 12.992 KiB) Iteration: 1329 || Clusters count: 16 || Log posterior: -4111.01977521523 || Iter Time:0.017338037490844727 || Total time:42.04306721687317 Iteration: 1330 || Clusters count: 16 || Log posterior: -4068.88479675569 || Iter Time:0.04069781303405762 || Total time:42.08376502990723 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1331 || Clusters count: 16 || Log posterior: -4026.5930209427306 || Iter Time:0.016993045806884766 || Total time:42.10075807571411 Iteration: 1332 || Clusters count: 16 || Log posterior: -4010.9632590198726 || Iter Time:0.04058098793029785 || Total time:42.14133906364441 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1333 || Clusters count: 16 || Log posterior: 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Iteration: 1361 || Clusters count: 16 || Log posterior: -4017.707156563568 || Iter Time:0.016293048858642578 || Total time:42.99878716468811 Iteration: 1362 || Clusters count: 16 || Log posterior: -4010.3017436713844 || Iter Time:0.03837299346923828 || Total time:43.03716015815735 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 1363 || Clusters count: 16 || Log posterior: -4048.8600192460044 || Iter Time:0.016283035278320312 || Total time:43.05344319343567 Iteration: 1364 || Clusters count: 16 || Log posterior: -4037.6863587202565 || Iter Time:0.038899898529052734 || Total time:43.09234309196472 Loading and distributing data: 0.000275 seconds (129 allocations: 12.992 KiB) Iteration: 1365 || Clusters count: 16 || Log posterior: -4098.393491716674 || Iter Time:0.017333984375 || Total time:43.10967707633972 Iteration: 1366 || Clusters count: 16 || Log posterior: -4063.2628106588695 || Iter Time:0.03978586196899414 || Total time:43.149462938308716 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|| Log posterior: -4033.06447145997 || Iter Time:0.014569997787475586 || Total time:46.27034139633179 Iteration: 1478 || Clusters count: 16 || Log posterior: -4001.214153665582 || Iter Time:0.03670787811279297 || Total time:46.30704927444458 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1479 || Clusters count: 16 || Log posterior: -4058.284337465778 || Iter Time:0.01479196548461914 || Total time:46.3218412399292 Iteration: 1480 || Clusters count: 16 || Log posterior: -4039.374741702805 || Iter Time:0.03598594665527344 || Total time:46.35782718658447 Loading and distributing data: 0.000147 seconds (129 allocations: 12.992 KiB) Iteration: 1481 || Clusters count: 16 || Log posterior: -4082.131186899632 || Iter Time:0.016160011291503906 || Total time:46.37398719787598 Iteration: 1482 || Clusters count: 16 || Log posterior: -4061.708149458496 || Iter Time:0.03626680374145508 || Total time:46.41025400161743 Loading and distributing data: 0.000122 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Iteration: 1549 || Clusters count: 17 || Log posterior: -4052.1977966233944 || Iter Time:0.01616215705871582 || Total time:48.31296634674072 Iteration: 1550 || Clusters count: 17 || Log posterior: -4032.2049525255516 || Iter Time:0.040309906005859375 || Total time:48.35327625274658 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1551 || Clusters count: 19 || Log posterior: -4028.958591119767 || Iter Time:0.017969846725463867 || Total time:48.371246099472046 Iteration: 1552 || Clusters count: 16 || Log posterior: -4001.5968503920158 || Iter Time:0.043966054916381836 || Total time:48.41521215438843 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1553 || Clusters count: 16 || Log posterior: -4045.04047053341 || Iter Time:0.01687002182006836 || Total time:48.432082176208496 Iteration: 1554 || Clusters count: 16 || Log posterior: -4030.5257981076925 || Iter Time:0.0394129753112793 || Total 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Iteration: 1571 || Clusters count: 16 || Log posterior: -4056.0677219582017 || Iter Time:0.015844106674194336 || Total time:48.94833779335022 Iteration: 1572 || Clusters count: 16 || Log posterior: -4044.051398735581 || Iter Time:0.03940081596374512 || Total time:48.987738609313965 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1573 || Clusters count: 16 || Log posterior: -4036.4427402703204 || Iter Time:0.0163421630859375 || Total time:49.0040807723999 Iteration: 1574 || Clusters count: 16 || Log posterior: -4015.4487226103774 || Iter Time:0.03808999061584473 || Total time:49.04217076301575 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1575 || Clusters count: 16 || Log posterior: -4039.3826972369347 || Iter Time:0.01625990867614746 || Total time:49.058430671691895 Iteration: 1576 || Clusters count: 16 || Log posterior: -4009.5376699462654 || Iter Time:0.03891301155090332 || Total time:49.0973436832428 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Iteration: 1643 || Clusters count: 16 || Log posterior: -4076.0165480317596 || Iter Time:0.017412185668945312 || Total time:51.00875425338745 Iteration: 1644 || Clusters count: 16 || Log posterior: -4051.4555200462 || Iter Time:0.039895057678222656 || Total time:51.048649311065674 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1645 || Clusters count: 16 || Log posterior: -4023.7977283120617 || Iter Time:0.016438961029052734 || Total time:51.06508827209473 Iteration: 1646 || Clusters count: 16 || Log posterior: -4015.356581480559 || Iter Time:0.04034113883972168 || Total time:51.10542941093445 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1647 || Clusters count: 16 || Log posterior: -4046.248561578128 || Iter Time:0.01607990264892578 || Total time:51.121509313583374 Iteration: 1648 || Clusters count: 16 || Log posterior: -4029.877364706035 || Iter Time:0.03884291648864746 || Total time:51.16035223007202 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Iteration: 1737 || Clusters count: 16 || Log posterior: -4058.5358771224433 || Iter Time:0.014214038848876953 || Total time:53.77514624595642 Iteration: 1738 || Clusters count: 16 || Log posterior: -4024.240686335465 || Iter Time:0.0365910530090332 || Total time:53.811737298965454 Loading and distributing data: 0.000144 seconds (129 allocations: 12.992 KiB) Iteration: 1739 || Clusters count: 16 || Log posterior: -4032.0436899932793 || Iter Time:0.01639103889465332 || Total time:53.82812833786011 Iteration: 1740 || Clusters count: 16 || Log posterior: -4024.3501772529225 || Iter Time:0.03909802436828613 || Total time:53.867226362228394 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1741 || Clusters count: 16 || Log posterior: -4047.1253726903146 || Iter Time:0.017513036727905273 || Total time:53.8847393989563 Iteration: 1742 || Clusters count: 16 || Log posterior: -4028.783002539318 || Iter Time:0.03941798210144043 || Total 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|| Log posterior: -4032.1808323235423 || Iter Time:0.017841815948486328 || Total time:56.33946466445923 Iteration: 1826 || Clusters count: 16 || Log posterior: -4001.977889799022 || Iter Time:0.040354013442993164 || Total time:56.37981867790222 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1827 || Clusters count: 16 || Log posterior: -4041.489840480324 || Iter Time:0.017935991287231445 || Total time:56.39775466918945 Iteration: 1828 || Clusters count: 16 || Log posterior: -4002.2119646100396 || Iter Time:0.08538484573364258 || Total time:56.483139514923096 Loading and distributing data: 0.000234 seconds (129 allocations: 12.992 KiB) Iteration: 1829 || Clusters count: 16 || Log posterior: -4047.4386083102 || Iter Time:0.016910791397094727 || Total time:56.50005030632019 Iteration: 1830 || Clusters count: 16 || Log posterior: -4032.680308114178 || Iter Time:0.0412747859954834 || Total time:56.541325092315674 Loading and distributing data: 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Iteration: 1842 || Clusters count: 16 || Log posterior: -4018.227796486808 || Iter Time:0.03856301307678223 || Total time:56.89207410812378 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1843 || Clusters count: 16 || Log posterior: -4071.90729853333 || Iter Time:0.016211986541748047 || Total time:56.90828609466553 Iteration: 1844 || Clusters count: 16 || Log posterior: -4049.3525422759812 || Iter Time:0.04296612739562988 || Total time:56.95125222206116 Loading and distributing data: 0.000159 seconds (129 allocations: 12.992 KiB) Iteration: 1845 || Clusters count: 16 || Log posterior: -4065.3516108119225 || Iter Time:0.021645784378051758 || Total time:56.97289800643921 Iteration: 1846 || Clusters count: 16 || Log posterior: -4045.0061460257675 || Iter Time:0.040307044982910156 || Total time:57.01320505142212 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1847 || Clusters count: 16 || Log posterior: 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allocations: 12.992 KiB) Iteration: 1853 || Clusters count: 16 || Log posterior: -4059.916473297801 || Iter Time:0.01630401611328125 || Total time:57.2245557308197 Iteration: 1854 || Clusters count: 16 || Log posterior: -4039.3560639709926 || Iter Time:0.04269886016845703 || Total time:57.26725459098816 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 1855 || Clusters count: 16 || Log posterior: -4098.537064483926 || Iter Time:0.01885199546813965 || Total time:57.2861065864563 Iteration: 1856 || Clusters count: 16 || Log posterior: -4078.2851201697854 || Iter Time:0.0388331413269043 || Total time:57.3249397277832 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1857 || Clusters count: 16 || Log posterior: -4120.130128801485 || Iter Time:0.015251874923706055 || Total time:57.34019160270691 Iteration: 1858 || Clusters count: 16 || Log posterior: -4096.715575915043 || Iter Time:0.04163694381713867 || Total time:57.38182854652405 Loading and distributing data: 0.000141 seconds (129 allocations: 12.992 KiB) Iteration: 1859 || Clusters count: 16 || Log posterior: -4103.088106509907 || Iter Time:0.018362998962402344 || Total time:57.40019154548645 Iteration: 1860 || Clusters count: 16 || Log posterior: -4084.6938914471625 || Iter Time:0.039917945861816406 || Total time:57.44010949134827 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1861 || Clusters count: 16 || Log posterior: -4080.0502228162272 || Iter Time:0.016762971878051758 || Total time:57.45687246322632 Iteration: 1862 || Clusters count: 16 || Log posterior: -4067.50864298597 || Iter Time:0.038453102111816406 || Total time:57.495325565338135 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1863 || Clusters count: 16 || Log posterior: -4086.330299978979 || Iter Time:0.017453908920288086 || Total time:57.51277947425842 Iteration: 1864 || Clusters count: 16 || Log posterior: -4074.5533315386633 || Iter Time:0.03998613357543945 || Total time:57.55276560783386 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1865 || Clusters count: 16 || Log posterior: -4072.8092711660847 || Iter Time:0.016180038452148438 || Total time:57.56894564628601 Iteration: 1866 || Clusters count: 16 || Log posterior: -4036.077415535805 || Iter Time:0.03979301452636719 || Total time:57.60873866081238 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1867 || Clusters count: 16 || Log posterior: -4033.6122670269997 || Iter Time:0.016691923141479492 || Total time:57.62543058395386 Iteration: 1868 || Clusters count: 16 || Log posterior: -4016.7425677400215 || Iter Time:0.063568115234375 || Total time:57.68899869918823 Loading and distributing data: 0.000162 seconds (129 allocations: 12.992 KiB) Iteration: 1869 || Clusters count: 16 || Log posterior: -4042.3838740354604 || Iter 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Iteration: 1875 || Clusters count: 16 || Log posterior: -4055.9532274615576 || Iter Time:0.016742944717407227 || Total time:57.87736368179321 Iteration: 1876 || Clusters count: 16 || Log posterior: -4039.159893639345 || Iter Time:0.04050707817077637 || Total time:57.91787075996399 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1877 || Clusters count: 16 || Log posterior: -4024.82447981332 || Iter Time:0.01743316650390625 || Total time:57.935303926467896 Iteration: 1878 || Clusters count: 16 || Log posterior: -4009.0653925734287 || Iter Time:0.03994607925415039 || Total time:57.975250005722046 Loading and distributing data: 0.000168 seconds (129 allocations: 12.992 KiB) Iteration: 1879 || Clusters count: 16 || Log posterior: -4057.55730708206 || Iter Time:0.017199993133544922 || Total time:57.99244999885559 Iteration: 1880 || Clusters count: 16 || Log posterior: -4043.782150116969 || Iter Time:0.040307044982910156 || Total time:58.0327570438385 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1881 || Clusters count: 16 || Log posterior: -4112.311367122191 || Iter Time:0.01676201820373535 || Total time:58.049519062042236 Iteration: 1882 || Clusters count: 16 || Log posterior: -4073.465586655269 || Iter Time:0.042986154556274414 || Total time:58.09250521659851 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1883 || Clusters count: 16 || Log posterior: -4071.5849412678954 || Iter Time:0.016309022903442383 || Total time:58.10881423950195 Iteration: 1884 || Clusters count: 16 || Log posterior: -4048.8519644399757 || Iter Time:0.03959012031555176 || Total time:58.148404359817505 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1885 || Clusters count: 16 || Log posterior: -4082.369143849013 || Iter Time:0.01770186424255371 || Total time:58.16610622406006 Iteration: 1886 || Clusters count: 16 || Log posterior: -4060.8635339661487 || Iter Time:0.038793087005615234 || Total time:58.204899311065674 Loading and distributing data: 0.000152 seconds (129 allocations: 12.992 KiB) Iteration: 1887 || Clusters count: 16 || Log posterior: -4111.864672046387 || Iter Time:0.01746988296508789 || Total time:58.22236919403076 Iteration: 1888 || Clusters count: 16 || Log posterior: -4089.4614625339104 || Iter Time:0.060682058334350586 || Total time:58.28305125236511 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1889 || Clusters count: 16 || Log posterior: -4073.002974079434 || Iter Time:0.01624011993408203 || Total time:58.299291372299194 Iteration: 1890 || Clusters count: 16 || Log posterior: -4060.4157002784127 || Iter Time:0.03959798812866211 || Total time:58.338889360427856 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 1891 || Clusters count: 16 || Log posterior: -4073.3537747201353 || Iter Time:0.015918970108032227 || Total time:58.35480833053589 Iteration: 1892 || Clusters count: 16 || Log posterior: -4053.631807482868 || Iter Time:0.03965282440185547 || Total time:58.394461154937744 Loading and distributing data: 0.000156 seconds (129 allocations: 12.992 KiB) Iteration: 1893 || Clusters count: 16 || Log posterior: -4039.643782943251 || Iter Time:0.017189979553222656 || Total time:58.41165113449097 Iteration: 1894 || Clusters count: 16 || Log posterior: -4035.6616381885474 || Iter Time:0.03857111930847168 || Total time:58.45022225379944 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1895 || Clusters count: 16 || Log posterior: -4079.112504162814 || Iter Time:0.01595306396484375 || Total time:58.46617531776428 Iteration: 1896 || Clusters count: 16 || Log posterior: -4050.1828305672734 || Iter Time:0.039595842361450195 || Total time:58.50577116012573 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1897 || Clusters count: 16 || Log posterior: -4078.8728134825114 || Iter Time:0.01712203025817871 || Total time:58.52289319038391 Iteration: 1898 || Clusters count: 16 || Log posterior: -4039.8401776523006 || Iter Time:0.038763999938964844 || Total time:58.561657190322876 Loading and distributing data: 0.000114 seconds (129 allocations: 12.992 KiB) Iteration: 1899 || Clusters count: 16 || Log posterior: -4087.591237292899 || Iter Time:0.013158082962036133 || Total time:58.57481527328491 Iteration: 1900 || Clusters count: 16 || Log posterior: -4051.8483286305277 || Iter Time:0.03711199760437012 || Total time:58.61192727088928 Loading and distributing data: 0.000143 seconds (129 allocations: 12.992 KiB) Iteration: 1901 || Clusters count: 16 || Log posterior: -4060.489218082905 || Iter Time:0.01630878448486328 || Total time:58.628236055374146 Iteration: 1902 || Clusters count: 16 || Log posterior: -4043.923945164404 || Iter Time:0.03939008712768555 || Total time:58.66762614250183 Loading and distributing 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Time:0.06411504745483398 || Total time:58.85905957221985 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1909 || Clusters count: 16 || Log posterior: -4116.6200732604075 || Iter Time:0.020737886428833008 || Total time:58.87979745864868 Iteration: 1910 || Clusters count: 16 || Log posterior: -4101.0314126847425 || Iter Time:0.04014396667480469 || Total time:58.919941425323486 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1911 || Clusters count: 16 || Log posterior: -4144.833764771425 || Iter Time:0.016183137893676758 || Total time:58.93612456321716 Iteration: 1912 || Clusters count: 16 || Log posterior: -4112.2211740517505 || Iter Time:0.040325164794921875 || Total time:58.976449728012085 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1913 || Clusters count: 16 || Log posterior: -4095.520679948838 || Iter Time:0.01709580421447754 || Total time:58.99354553222656 Iteration: 1914 || Clusters count: 16 || Log posterior: -4082.002927062491 || Iter Time:0.03934288024902344 || Total time:59.032888412475586 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1915 || Clusters count: 16 || Log posterior: -4065.933463170354 || Iter Time:0.01646709442138672 || Total time:59.04935550689697 Iteration: 1916 || Clusters count: 16 || Log posterior: -4043.6534028261317 || Iter Time:0.039598941802978516 || Total time:59.08895444869995 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 1917 || Clusters count: 16 || Log posterior: -4009.7413804492903 || Iter Time:0.016778945922851562 || Total time:59.1057333946228 Iteration: 1918 || Clusters count: 16 || Log posterior: -3986.7848680292313 || Iter Time:0.04004502296447754 || Total time:59.14577841758728 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1919 || Clusters count: 16 || Log posterior: -4019.925763327472 || Iter Time:0.01603412628173828 || Total time:59.16181254386902 Iteration: 1920 || Clusters count: 16 || Log posterior: -3999.129449985878 || Iter Time:0.038767099380493164 || Total time:59.20057964324951 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1921 || Clusters count: 16 || Log posterior: -4040.171584785983 || Iter Time:0.0157930850982666 || Total time:59.21637272834778 Iteration: 1922 || Clusters count: 16 || Log posterior: -4013.8269799419168 || Iter Time:0.04012489318847656 || Total time:59.256497621536255 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1923 || Clusters count: 16 || Log posterior: -4039.5164552459637 || Iter Time:0.017528772354125977 || Total time:59.27402639389038 Iteration: 1924 || Clusters count: 16 || Log posterior: -4017.692973432765 || Iter Time:0.04013800621032715 || Total time:59.31416440010071 Loading and distributing data: 0.000153 seconds (129 allocations: 12.992 KiB) Iteration: 1925 || Clusters count: 16 || Log posterior: -4002.152441767078 || Iter Time:0.016437053680419922 || Total time:59.33060145378113 Iteration: 1926 || Clusters count: 16 || Log posterior: -3991.7544293417204 || Iter Time:0.039392948150634766 || Total time:59.36999440193176 Loading and distributing data: 0.000148 seconds (129 allocations: 12.992 KiB) Iteration: 1927 || Clusters count: 16 || Log posterior: -4042.404433424698 || Iter Time:0.017091989517211914 || Total time:59.387086391448975 Iteration: 1928 || Clusters count: 16 || Log posterior: -4034.740130659859 || Iter Time:0.06630086898803711 || Total time:59.45338726043701 Loading and distributing data: 0.000168 seconds (129 allocations: 12.992 KiB) Iteration: 1929 || Clusters count: 16 || Log posterior: -4039.839863476022 || Iter Time:0.01663804054260254 || Total time:59.470025300979614 Iteration: 1930 || Clusters count: 16 || Log posterior: -4022.303345685436 || Iter Time:0.04317307472229004 || Total time:59.513198375701904 Loading and distributing data: 0.000147 seconds (129 allocations: 12.992 KiB) Iteration: 1931 || Clusters count: 16 || Log posterior: -4006.577308744689 || Iter Time:0.017978906631469727 || Total time:59.531177282333374 Iteration: 1932 || Clusters count: 16 || Log posterior: -3999.8218640105947 || Iter Time:0.04043698310852051 || Total time:59.571614265441895 Loading and distributing data: 0.000147 seconds (129 allocations: 12.992 KiB) Iteration: 1933 || Clusters count: 16 || Log posterior: -4023.211726601212 || Iter Time:0.018330097198486328 || Total time:59.58994436264038 Iteration: 1934 || Clusters count: 16 || Log posterior: -4002.6981943385554 || Iter Time:0.04009604454040527 || Total time:59.630040407180786 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 1935 || Clusters count: 16 || Log posterior: -4048.1148803634565 || Iter Time:0.01661205291748047 || Total time:59.64665246009827 Iteration: 1936 || Clusters count: 16 || Log posterior: -4027.2137558331247 || Iter Time:0.04047679901123047 || Total time:59.6871292591095 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1937 || Clusters count: 16 || Log posterior: -4066.445617487782 || Iter Time:0.01828312873840332 || Total time:59.7054123878479 Iteration: 1938 || Clusters count: 16 || Log posterior: -4045.733300366191 || Iter Time:0.04015088081359863 || Total time:59.7455632686615 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1939 || Clusters count: 16 || Log posterior: -4068.53630503821 || Iter Time:0.017280101776123047 || Total time:59.76284337043762 Iteration: 1940 || Clusters count: 16 || Log posterior: -4059.6896486050623 || Iter Time:0.03882408142089844 || Total time:59.80166745185852 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1941 || Clusters count: 16 || Log posterior: -4062.7628712577584 || Iter Time:0.015815019607543945 || Total time:59.817482471466064 Iteration: 1942 || Clusters count: 16 || Log posterior: -4037.1586059377987 || Iter Time:0.03503298759460449 || Total time:59.85251545906067 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1943 || Clusters count: 16 || Log posterior: -4090.9773424602226 || Iter Time:0.01468205451965332 || Total time:59.86719751358032 Iteration: 1944 || Clusters count: 16 || Log posterior: -4066.9857995497027 || Iter Time:0.03530001640319824 || Total time:59.90249752998352 Loading and distributing data: 0.000111 seconds (129 allocations: 12.992 KiB) Iteration: 1945 || Clusters count: 16 || Log posterior: -4089.178466633281 || Iter Time:0.01464986801147461 || Total time:59.917147397994995 Iteration: 1946 || Clusters count: 16 || Log posterior: -4054.4963500359013 || Iter Time:0.03917503356933594 || Total time:59.95632243156433 Loading and distributing data: 0.000141 seconds (129 allocations: 12.992 KiB) Iteration: 1947 || Clusters count: 16 || Log posterior: -4046.2291439712303 || Iter Time:0.01638197898864746 || Total time:59.97270441055298 Iteration: 1948 || Clusters count: 16 || Log posterior: -4024.338286911592 || Iter Time:0.06105995178222656 || Total time:60.033764362335205 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1949 || Clusters count: 16 || Log posterior: -4071.7538334110677 || Iter Time:0.016561031341552734 || Total time:60.05032539367676 Iteration: 1950 || Clusters count: 16 || Log posterior: -4039.5564934141617 || Iter Time:0.04000520706176758 || Total time:60.090330600738525 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1951 || Clusters count: 16 || Log posterior: -3995.347874503934 || Iter Time:0.015948057174682617 || Total time:60.10627865791321 Iteration: 1952 || Clusters count: 16 || Log posterior: -3984.3781006723875 || Iter Time:0.038804054260253906 || Total time:60.14508271217346 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1953 || Clusters count: 16 || Log posterior: -4052.198903250247 || Iter Time:0.01689004898071289 || Total time:60.161972761154175 Iteration: 1954 || Clusters count: 16 || Log posterior: -4021.7018434190504 || Iter Time:0.04258894920349121 || Total time:60.204561710357666 Loading and distributing data: 0.000146 seconds (129 allocations: 12.992 KiB) Iteration: 1955 || Clusters count: 16 || Log posterior: -4048.4811794167417 || Iter Time:0.01658797264099121 || Total time:60.22114968299866 Iteration: 1956 || Clusters count: 16 || Log posterior: -4031.912599421185 || Iter Time:0.0402829647064209 || Total time:60.26143264770508 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1957 || Clusters count: 16 || Log posterior: -4060.173052725503 || Iter Time:0.01829695701599121 || Total time:60.27972960472107 Iteration: 1958 || Clusters count: 16 || Log posterior: -4033.8199666924656 || Iter Time:0.04165792465209961 || Total time:60.32138752937317 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1959 || Clusters count: 16 || Log posterior: -4040.6430742349958 || Iter Time:0.016345977783203125 || Total time:60.33773350715637 Iteration: 1960 || Clusters count: 16 || Log posterior: -4029.5420527925316 || Iter Time:0.04064607620239258 || Total time:60.378379583358765 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1961 || Clusters count: 16 || Log posterior: -4033.9658662631205 || Iter Time:0.01578807830810547 || Total time:60.39416766166687 Iteration: 1962 || Clusters count: 16 || Log posterior: -4025.847216638894 || Iter Time:0.03878498077392578 || Total time:60.432952642440796 Loading and distributing data: 0.000148 seconds (129 allocations: 12.992 KiB) Iteration: 1963 || Clusters count: 16 || Log posterior: -4102.819469365271 || Iter Time:0.016476869583129883 || Total time:60.449429512023926 Iteration: 1964 || Clusters count: 16 || Log posterior: -4077.6246699467138 || Iter Time:0.03891491889953613 || Total time:60.48834443092346 Loading and distributing data: 0.000160 seconds (129 allocations: 12.992 KiB) Iteration: 1965 || Clusters count: 16 || Log posterior: -4088.792871638456 || Iter Time:0.01655292510986328 || Total time:60.504897356033325 Iteration: 1966 || Clusters count: 16 || Log posterior: -4069.9863159089796 || Iter Time:0.0341649055480957 || Total time:60.53906226158142 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 1967 || Clusters count: 16 || Log posterior: -4081.6266641536295 || Iter Time:0.01648879051208496 || Total time:60.555551052093506 Iteration: 1968 || Clusters count: 16 || Log posterior: -4060.918703345709 || Iter Time:0.06109905242919922 || Total time:60.616650104522705 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1969 || Clusters count: 16 || Log posterior: -4045.42251812654 || Iter Time:0.01437997817993164 || Total time:60.63103008270264 Iteration: 1970 || Clusters count: 16 || Log posterior: -4030.9437277623374 || Iter Time:0.034568071365356445 || Total time:60.66559815406799 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1971 || Clusters count: 16 || Log posterior: -4037.489307892411 || Iter Time:0.01459503173828125 || Total time:60.680193185806274 Iteration: 1972 || Clusters count: 16 || Log posterior: -4014.1972219386585 || Iter Time:0.04198908805847168 || Total time:60.722182273864746 Loading and distributing data: 0.000167 seconds (129 allocations: 12.992 KiB) Iteration: 1973 || Clusters count: 16 || Log posterior: -4064.7488675091654 || Iter Time:0.017513036727905273 || Total time:60.73969531059265 Iteration: 1974 || Clusters count: 16 || Log posterior: -4048.271440433443 || Iter Time:0.03945803642272949 || Total time:60.77915334701538 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1975 || Clusters count: 16 || Log posterior: -4086.6449033893705 || Iter Time:0.016314983367919922 || Total time:60.7954683303833 Iteration: 1976 || Clusters count: 16 || Log posterior: -4055.4032967971193 || Iter Time:0.04134702682495117 || Total time:60.83681535720825 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1977 || Clusters count: 16 || Log posterior: -4071.322831776715 || Iter Time:0.016993045806884766 || Total time:60.85380840301514 Iteration: 1978 || Clusters count: 16 || Log posterior: -4045.4470259428585 || Iter Time:0.04017996788024902 || Total time:60.893988370895386 Loading and distributing data: 0.000148 seconds (129 allocations: 12.992 KiB) Iteration: 1979 || Clusters count: 16 || Log posterior: -4067.3935012135503 || Iter Time:0.01746392250061035 || Total time:60.911452293395996 Iteration: 1980 || Clusters count: 16 || Log posterior: -4035.3918050488983 || Iter Time:0.038847923278808594 || Total time:60.950300216674805 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1981 || Clusters count: 16 || Log posterior: -4086.2423454917016 || Iter Time:0.016211986541748047 || Total time:60.96651220321655 Iteration: 1982 || Clusters count: 16 || Log posterior: -4060.8791981657423 || Iter Time:0.04212498664855957 || Total time:61.00863718986511 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1983 || Clusters count: 16 || Log posterior: -4104.784452299899 || Iter Time:0.017141103744506836 || Total time:61.02577829360962 Iteration: 1984 || Clusters count: 16 || Log posterior: -4078.770682001794 || Iter Time:0.04035687446594238 || Total time:61.06613516807556 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1985 || Clusters count: 16 || Log posterior: -4125.949108070135 || Iter Time:0.01657390594482422 || Total time:61.082709074020386 Iteration: 1986 || Clusters count: 16 || Log posterior: -4097.287006508222 || Iter Time:0.03944683074951172 || Total time:61.1221559047699 Loading and distributing data: 0.000153 seconds (129 allocations: 12.992 KiB) Iteration: 1987 || Clusters count: 16 || Log posterior: -4128.4965854718785 || Iter Time:0.018030881881713867 || Total time:61.14018678665161 Iteration: 1988 || Clusters count: 16 || Log posterior: -4101.265064513996 || Iter Time:0.06440591812133789 || Total time:61.20459270477295 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 1989 || Clusters count: 16 || Log posterior: -4051.3658461056175 || Iter Time:0.0170900821685791 || Total time:61.22168278694153 Iteration: 1990 || Clusters count: 16 || Log posterior: -4032.721107089549 || Iter Time:0.04007697105407715 || Total time:61.261759757995605 Loading and distributing data: 0.000143 seconds (129 allocations: 12.992 KiB) Iteration: 1991 || Clusters count: 16 || Log posterior: -4037.146892576421 || Iter Time:0.017200946807861328 || Total time:61.27896070480347 Iteration: 1992 || Clusters count: 16 || Log posterior: -4017.361500564174 || Iter Time:0.03876304626464844 || Total time:61.317723751068115 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1993 || Clusters count: 16 || Log posterior: -4050.056802164673 || Iter Time:0.0159151554107666 || Total time:61.33363890647888 Iteration: 1994 || Clusters count: 16 || Log posterior: -4028.218674301228 || Iter Time:0.03960990905761719 || Total time:61.3732488155365 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1995 || Clusters count: 16 || Log posterior: -4026.6512932467645 || Iter Time:0.015748977661132812 || Total time:61.38899779319763 Iteration: 1996 || Clusters count: 16 || Log posterior: -4000.161401095586 || Iter Time:0.03620004653930664 || Total time:61.42519783973694 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1997 || Clusters count: 16 || Log posterior: -4059.294007114989 || Iter Time:0.015146017074584961 || Total time:61.44034385681152 Iteration: 1998 || Clusters count: 16 || Log posterior: -4032.9960508269896 || Iter Time:0.039685964584350586 || Total time:61.480029821395874 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1999 || Clusters count: 16 || Log posterior: -4038.753187861156 || Iter Time:0.017359018325805664 || Total time:61.49738883972168 Iteration: 2000 || Clusters count: 16 || Log posterior: -4020.1743609499654 || Iter Time:0.04016399383544922 || Total time:61.53755283355713 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 2001 || Clusters count: 16 || Log posterior: -4054.9607922109335 || Iter Time:0.016962051391601562 || Total time:61.55451488494873 Iteration: 2002 || Clusters count: 16 || Log posterior: -4029.085779645595 || Iter Time:0.03988313674926758 || Total time:61.594398021698 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 2003 || Clusters count: 16 || Log posterior: -4082.816087889714 || Iter Time:0.016206026077270508 || Total time:61.61060404777527 Iteration: 2004 || Clusters count: 16 || Log posterior: -4047.7280733275466 || Iter Time:0.038475990295410156 || Total time:61.64908003807068 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 2005 || Clusters count: 16 || Log posterior: -4065.227647211835 || Iter Time:0.016225099563598633 || Total time:61.66530513763428 Iteration: 2006 || Clusters count: 16 || Log posterior: -4050.5065922320355 || Iter Time:0.03841900825500488 || Total time:61.70372414588928 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 2007 || Clusters count: 16 || Log posterior: -4057.5441823167657 || Iter Time:0.01681995391845703 || Total time:61.72054409980774 Iteration: 2008 || Clusters count: 16 || Log posterior: -4034.5822037034013 || Iter Time:0.059870004653930664 || Total time:61.78041410446167 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 2009 || Clusters count: 16 || Log posterior: -4045.0627320696726 || Iter Time:0.016412019729614258 || Total time:61.796826124191284 Iteration: 2010 || Clusters count: 16 || Log posterior: -4037.112763197408 || Iter Time:0.04014420509338379 || Total time:61.83697032928467 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 2011 || Clusters count: 16 || Log posterior: -4021.7917913664937 || Iter Time:0.017184972763061523 || Total time:61.85415530204773 Iteration: 2012 || Clusters count: 16 || Log posterior: -4010.704505085722 || Iter Time:0.04049396514892578 || Total time:61.894649267196655 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 2013 || Clusters count: 16 || Log posterior: -4048.221370230208 || Iter Time:0.0178220272064209 || Total time:61.912471294403076 Iteration: 2014 || Clusters count: 16 || Log posterior: -4027.3616750467636 || Iter Time:0.040798187255859375 || Total time:61.953269481658936 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 2015 || Clusters count: 16 || Log posterior: -4060.5217415194247 || Iter Time:0.017100095748901367 || Total time:61.97036957740784 Iteration: 2016 || Clusters count: 16 || Log posterior: -4053.600455510556 || Iter Time:0.0428011417388916 || Total time:62.01317071914673 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 2017 || Clusters count: 16 || Log posterior: -4085.407479004356 || Iter Time:0.018878936767578125 || Total time:62.03204965591431 Iteration: 2018 || Clusters count: 16 || Log posterior: -4072.582562664081 || Iter Time:0.04107499122619629 || Total time:62.0731246471405 Loading and distributing data: 0.000159 seconds (129 allocations: 12.992 KiB) Iteration: 2019 || Clusters count: 16 || Log posterior: -4063.282820885329 || Iter Time:0.02001190185546875 || Total time:62.09313654899597 Iteration: 2020 || Clusters count: 16 || Log posterior: -4042.2726484496498 || Iter Time:0.03869199752807617 || Total time:62.13182854652405 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 2021 || Clusters count: 16 || Log posterior: -4043.223235896475 || Iter Time:0.016804933547973633 || Total time:62.14863348007202 Iteration: 2022 || Clusters count: 16 || Log posterior: -4022.197972321486 || Iter Time:0.03869009017944336 || Total time:62.187323570251465 Loading and distributing data: 0.000157 seconds (129 allocations: 12.992 KiB) Iteration: 2023 || Clusters count: 16 || Log posterior: -4046.6047398262363 || Iter Time:0.017672061920166016 || Total time:62.20499563217163 Iteration: 2024 || Clusters count: 16 || Log posterior: -4029.2588905501552 || Iter Time:0.03951001167297363 || Total time:62.244505643844604 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 2025 || Clusters count: 16 || Log posterior: -4072.195821643168 || Iter Time:0.016401052474975586 || Total time:62.26090669631958 Iteration: 2026 || Clusters count: 16 || Log posterior: -4050.583496189052 || Iter Time:0.039919137954711914 || Total time:62.30082583427429 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 2027 || Clusters count: 16 || Log posterior: -4069.9398572182204 || Iter Time:0.017453908920288086 || Total time:62.31827974319458 Iteration: 2028 || Clusters count: 16 || Log posterior: -4057.19062150512 || Iter Time:0.062463998794555664 || Total time:62.380743741989136 Avg NMI: 0.9523644105641426 Full NMI: 0.9327903648320731 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m56.4s Testing DPMMSubClustersStreaming tests passed Testing completed after 220.75s PkgEval succeeded after 362.35s