Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.1272 (5444ac0564*) started at 2025-11-20T18:19:07.340 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.53s ################################################################################ # 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 5.68s ################################################################################ # 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... 9164.9 ms ✓ StatsBase 7837.0 ms ✓ SpecialFunctions 8965.6 ms ✓ Clustering 2733.8 ms ✓ HypergeometricFunctions 13127.7 ms ✓ KernelFunctions 3131.2 ms ✓ StatsFuns 3089.0 ms ✓ StatsFuns → StatsFunsChainRulesCoreExt 15592.5 ms ✓ Distributions 5473.0 ms ✓ Distributions → DistributionsChainRulesCoreExt 5278.5 ms ✓ Distributions → DistributionsTestExt 10934.1 ms ✓ DPMMSubClustersStreaming 11 dependencies successfully precompiled in 88 seconds. 89 already precompiled. Precompilation completed after 97.01s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_CnNXxS/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_CnNXxS/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: 3.085927 seconds (864.50 k allocations: 49.757 MiB, 99.90% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233091.63173629093 || Iter Time:16.570863962173462 || Total time:16.570863962173462 Iteration: 1 || Clusters count: 1 || Log posterior: -233091.63173629093 || Iter Time:0.0062198638916015625 || Total time:16.577083826065063 Iteration: 2 || Clusters count: 1 || Log posterior: -233091.63173629093 || Iter Time:0.005781888961791992 || Total time:16.582865715026855 Iteration: 3 || Clusters count: 1 || Log posterior: -233091.63173629093 || Iter Time:0.005734920501708984 || Total time:16.588600635528564 Iteration: 4 || Clusters count: 1 || Log posterior: -233091.63173629093 || Iter Time:0.005567073822021484 || Total time:16.594167709350586 Iteration: 5 || Clusters count: 1 || Log posterior: -233091.63173629093 || Iter Time:0.016505956649780273 || Total time:16.610673666000366 Iteration: 6 || Clusters count: 1 || Log posterior: -233091.63173629093 || Iter Time:0.005645036697387695 || Total time:16.616318702697754 Iteration: 7 || Clusters count: 1 || Log posterior: -233091.63173629093 || Iter Time:0.005763053894042969 || Total time:16.622081756591797 Iteration: 8 || Clusters count: 1 || Log posterior: -233091.63173629093 || Iter Time:0.005682945251464844 || Total time:16.62776470184326 Iteration: 9 || Clusters count: 1 || Log posterior: -233091.63173629093 || Iter Time:0.005609035491943359 || Total time:16.633373737335205 Iteration: 10 || Clusters count: 1 || Log posterior: -233091.63173629093 || Iter Time:0.005861043930053711 || Total time:16.63923478126526 Iteration: 11 || Clusters count: 1 || Log posterior: -233091.63173629093 || Iter Time:0.005877017974853516 || Total time:16.645111799240112 Iteration: 12 || Clusters count: 1 || Log posterior: -233091.63173629093 || Iter Time:0.005758047103881836 || Total time:16.650869846343994 Iteration: 13 || Clusters count: 2 || Log posterior: -232808.0561234712 || Iter Time:3.8471479415893555 || Total time:20.49801778793335 Iteration: 14 || Clusters count: 2 || Log posterior: -232821.8548768574 || Iter Time:0.004260063171386719 || Total time:20.502277851104736 Iteration: 15 || Clusters count: 2 || Log posterior: -232794.34785613138 || Iter Time:0.003960132598876953 || Total time:20.506237983703613 Iteration: 16 || Clusters count: 2 || Log posterior: -232747.40335585125 || Iter Time:0.003962039947509766 || Total time:20.510200023651123 Iteration: 17 || Clusters count: 2 || Log posterior: -232767.1375108859 || Iter Time:0.0052890777587890625 || Total time:20.515489101409912 Iteration: 18 || Clusters count: 2 || Log posterior: -232741.0422075825 || Iter Time:0.005861043930053711 || Total time:20.521350145339966 Iteration: 19 || Clusters count: 2 || Log posterior: -232744.72872487927 || Iter Time:0.005463838577270508 || Total time:20.526813983917236 Iteration: 20 || Clusters count: 2 || Log posterior: -232665.76799247984 || Iter Time:3.3364648818969727 || Total time:23.86327886581421 Loading and distributing data: 0.000813 seconds (128 allocations: 395.789 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233009.91320695958 || Iter Time:0.031044960021972656 || Total time:23.89432382583618 Iteration: 22 || Clusters count: 2 || Log posterior: -232942.05086416297 || Iter Time:0.0056149959564208984 || Total time:23.899938821792603 Iteration: 23 || Clusters count: 2 || Log posterior: -232913.56945695958 || Iter Time:0.005519866943359375 || Total time:23.905458688735962 Iteration: 24 || Clusters count: 2 || Log posterior: -232891.24133195958 || Iter Time:0.005869865417480469 || Total time:23.911328554153442 Iteration: 25 || Clusters count: 2 || Log posterior: -232870.36764844265 || Iter Time:0.005633115768432617 || Total time:23.916961669921875 Iteration: 26 || Clusters count: 2 || Log posterior: -232864.03704095 || Iter Time:0.005468130111694336 || Total time:23.92242980003357 Iteration: 27 || Clusters count: 2 || Log posterior: -232837.587646921 || Iter Time:0.005422115325927734 || Total time:23.927851915359497 Iteration: 28 || Clusters count: 3 || Log posterior: -232681.71396539084 || Iter Time:0.006750822067260742 || Total time:23.934602737426758 Iteration: 29 || Clusters count: 3 || Log posterior: -232610.04847453977 || Iter Time:0.005908966064453125 || Total time:23.94051170349121 Iteration: 30 || Clusters count: 4 || Log posterior: -232316.8933519837 || Iter Time:0.007627964019775391 || Total time:23.948139667510986 Iteration: 31 || Clusters count: 4 || Log posterior: -232270.17352691933 || Iter Time:0.006219148635864258 || Total time:23.95435881614685 Iteration: 32 || Clusters count: 4 || Log posterior: -232232.71372933662 || Iter Time:0.0061168670654296875 || Total time:23.96047568321228 Iteration: 33 || Clusters count: 4 || Log posterior: -232202.17929893296 || Iter Time:0.006491899490356445 || Total time:23.966967582702637 Iteration: 34 || Clusters count: 4 || Log posterior: -232222.87815940764 || Iter Time:0.006415128707885742 || Total time:23.973382711410522 Iteration: 35 || Clusters count: 4 || Log posterior: -232189.05809000868 || Iter Time:0.006337881088256836 || Total time:23.97972059249878 Iteration: 36 || Clusters count: 4 || Log posterior: -232173.2011708862 || Iter Time:0.0061261653900146484 || Total time:23.985846757888794 Iteration: 37 || Clusters count: 4 || Log posterior: -232153.70298792384 || Iter Time:0.006255149841308594 || Total time:23.992101907730103 Iteration: 38 || Clusters count: 4 || Log posterior: -232110.46879486105 || Iter Time:0.00603795051574707 || Total time:23.99813985824585 Iteration: 39 || Clusters count: 4 || Log posterior: -232110.0772262944 || Iter Time:0.0061800479888916016 || Total time:24.00431990623474 Iteration: 40 || Clusters count: 4 || Log posterior: -232135.23229765563 || Iter Time:0.006001949310302734 || Total time:24.010321855545044 Iteration: 41 || Clusters count: 4 || Log posterior: -232038.66874816382 || Iter Time:0.006006002426147461 || Total time:24.01632785797119 Loading and distributing data: 0.000703 seconds (128 allocations: 395.789 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262054.01237839687 || Iter Time:0.0062029361724853516 || Total time:24.022530794143677 Iteration: 43 || Clusters count: 4 || Log posterior: -262017.9037999724 || Iter Time:0.006810903549194336 || Total time:24.02934169769287 Iteration: 44 || Clusters count: 4 || Log posterior: -262025.31909182167 || Iter Time:0.006731986999511719 || Total time:24.036073684692383 Iteration: 45 || Clusters count: 5 || Log posterior: -261747.12900449085 || Iter Time:0.04135298728942871 || Total time:24.07742667198181 Iteration: 46 || Clusters count: 5 || Log posterior: -261683.29082028443 || Iter Time:0.005986928939819336 || Total time:24.08341360092163 Iteration: 47 || Clusters count: 5 || Log posterior: -261636.8275582772 || Iter Time:0.0060269832611083984 || Total time:24.08944058418274 Iteration: 48 || Clusters count: 5 || Log posterior: -261650.97862267503 || Iter Time:0.006059885025024414 || Total time:24.095500469207764 Iteration: 49 || Clusters count: 5 || Log posterior: -261666.9107090587 || Iter Time:0.006003141403198242 || Total time:24.101503610610962 Iteration: 50 || Clusters count: 5 || Log posterior: -261683.11679982298 || Iter Time:0.00618290901184082 || Total time:24.107686519622803 Iteration: 51 || Clusters count: 5 || Log posterior: -261642.00399242644 || Iter Time:0.005977153778076172 || Total time:24.11366367340088 Iteration: 52 || Clusters count: 6 || Log posterior: -261359.95961167503 || Iter Time:0.008172988891601562 || Total time:24.12183666229248 Iteration: 53 || Clusters count: 6 || Log posterior: -261242.35616739836 || Iter Time:0.007037162780761719 || Total time:24.128873825073242 Iteration: 54 || Clusters count: 6 || Log posterior: -261205.3704411049 || Iter Time:0.00680994987487793 || Total time:24.13568377494812 Iteration: 55 || Clusters count: 7 || Log posterior: -260941.21321259195 || Iter Time:0.00832986831665039 || Total time:24.14401364326477 Iteration: 56 || Clusters count: 8 || Log posterior: -260487.28000402523 || Iter Time:0.008250951766967773 || Total time:24.15226459503174 Iteration: 57 || Clusters count: 8 || Log posterior: -260430.8188284309 || Iter Time:0.007461071014404297 || Total time:24.159725666046143 Iteration: 58 || Clusters count: 8 || Log posterior: -260421.095042695 || Iter Time:0.00733184814453125 || Total time:24.167057514190674 Iteration: 59 || Clusters count: 8 || Log posterior: -260433.46326900634 || Iter Time:0.0075299739837646484 || Total time:24.17458748817444 Iteration: 60 || Clusters count: 8 || Log posterior: -260394.47326362584 || Iter Time:0.7060689926147461 || Total time:24.880656480789185 Iteration: 61 || Clusters count: 8 || Log posterior: -260393.6246697512 || Iter Time:0.007524967193603516 || Total time:24.888181447982788 Iteration: 62 || Clusters count: 8 || Log posterior: -260344.3356274549 || Iter Time:0.0071408748626708984 || Total time:24.89532232284546 Loading and distributing data: 0.000710 seconds (128 allocations: 395.789 KiB) Iteration: 63 || Clusters count: 9 || Log posterior: -260329.5147495715 || Iter Time:0.027696847915649414 || Total time:24.92301917076111 Iteration: 64 || Clusters count: 9 || Log posterior: -260114.34483554802 || Iter Time:0.008244037628173828 || Total time:24.931263208389282 Iteration: 65 || Clusters count: 9 || Log posterior: -260106.095786547 || Iter Time:0.007976055145263672 || Total time:24.939239263534546 Iteration: 66 || Clusters count: 9 || Log posterior: -260106.5760836045 || Iter Time:0.00799703598022461 || Total time:24.94723629951477 Iteration: 67 || Clusters count: 11 || Log posterior: -259513.83840585835 || Iter Time:0.009862184524536133 || Total time:24.957098484039307 Iteration: 68 || Clusters count: 11 || Log posterior: -259368.60115249164 || Iter Time:0.02215409278869629 || 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time:25.13064956665039 Iteration: 83 || Clusters count: 14 || Log posterior: -258061.43862560295 || Iter Time:0.013995885848999023 || Total time:25.14464545249939 Loading and distributing data: 0.000744 seconds (128 allocations: 395.789 KiB) Iteration: 84 || Clusters count: 16 || Log posterior: -257661.90975872733 || Iter Time:0.01194000244140625 || Total time:25.156585454940796 Iteration: 85 || Clusters count: 20 || Log posterior: -256164.73563221187 || Iter Time:0.01491403579711914 || Total time:25.171499490737915 Iteration: 86 || Clusters count: 20 || Log posterior: -255853.86176855204 || Iter Time:0.013693094253540039 || Total time:25.185192584991455 Iteration: 87 || Clusters count: 20 || Log posterior: -255809.97238927777 || Iter Time:0.013755083084106445 || Total time:25.19894766807556 Iteration: 88 || Clusters count: 20 || Log posterior: -255812.85263659435 || Iter Time:0.02407097816467285 || Total time:25.223018646240234 Iteration: 89 || Clusters count: 20 || Log posterior: 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posterior: -255484.4777791448 || Iter Time:0.024724960327148438 || Total time:26.68416142463684 Iteration: 152 || Clusters count: 20 || Log posterior: -255483.8353063496 || Iter Time:0.020715951919555664 || Total time:26.704877376556396 Iteration: 153 || Clusters count: 20 || Log posterior: -255479.66472237848 || Iter Time:0.020692825317382812 || Total time:26.72557020187378 Iteration: 154 || Clusters count: 20 || Log posterior: -255482.13120827396 || Iter Time:0.023401975631713867 || Total time:26.748972177505493 Iteration: 155 || Clusters count: 20 || Log posterior: -255502.90793934796 || Iter Time:0.02070903778076172 || Total time:26.769681215286255 Iteration: 156 || Clusters count: 20 || Log posterior: -255491.2973283673 || Iter Time:0.02051091194152832 || Total time:26.790192127227783 Iteration: 157 || Clusters count: 20 || Log posterior: -255492.75905709778 || Iter Time:0.024180889129638672 || Total time:26.814373016357422 Iteration: 158 || Clusters count: 20 || Log posterior: 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-255581.08666678803 || Iter Time:0.020066022872924805 || Total time:27.697731018066406 Iteration: 193 || Clusters count: 20 || Log posterior: -255579.94518188215 || Iter Time:0.01867389678955078 || Total time:27.716404914855957 Iteration: 194 || Clusters count: 20 || Log posterior: -255573.28352992106 || Iter Time:0.021737098693847656 || Total time:27.738142013549805 Iteration: 195 || Clusters count: 20 || Log posterior: -255574.65740601823 || Iter Time:0.018119096755981445 || Total time:27.756261110305786 Iteration: 196 || Clusters count: 20 || Log posterior: -255576.58075885224 || Iter Time:0.027325868606567383 || Total time:27.783586978912354 Iteration: 197 || Clusters count: 20 || Log posterior: -255574.03856979954 || Iter Time:0.02214503288269043 || Total time:27.805732011795044 Iteration: 198 || Clusters count: 20 || Log posterior: -255581.7586053067 || Iter Time:0.017601966857910156 || Total time:27.823333978652954 Iteration: 199 || Clusters count: 20 || Log posterior: -255577.13769877556 || Iter Time:0.02083587646484375 || Total time:27.844169855117798 Iteration: 200 || Clusters count: 20 || Log posterior: -255574.55827286842 || Iter Time:0.017848968505859375 || Total time:27.862018823623657 Iteration: 201 || Clusters count: 20 || Log posterior: -255574.55827286842 || Iter Time:0.017817020416259766 || Total time:27.879835844039917 Iteration: 202 || Clusters count: 20 || Log posterior: -255579.94040539055 || Iter Time:0.021252155303955078 || Total time:27.901087999343872 Iteration: 203 || Clusters count: 20 || Log posterior: -255574.53996015858 || Iter Time:0.017763853073120117 || Total time:27.918851852416992 Iteration: 204 || Clusters count: 20 || Log posterior: -255573.68545668075 || Iter Time:0.02167797088623047 || Total time:27.940529823303223 Iteration: 205 || Clusters count: 20 || Log posterior: -255576.074790371 || Iter Time:0.025426864624023438 || Total time:27.965956687927246 Iteration: 206 || Clusters count: 20 || Log posterior: -255575.5506471739 || Iter Time:0.02218914031982422 || Total time:27.98814582824707 Iteration: 207 || Clusters count: 20 || Log posterior: -255576.236936459 || Iter Time:0.029241085052490234 || Total time:28.01738691329956 Iteration: 208 || Clusters count: 20 || Log posterior: -255581.93522339172 || Iter Time:0.023373126983642578 || Total time:28.040760040283203 Iteration: 209 || Clusters count: 20 || Log posterior: -255576.2977860346 || Iter Time:0.02211785316467285 || Total time:28.062877893447876 NMI: 0.817048158456178 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m33.2s [11265, 38183, 137032, 25725, 34157, 99605, 127514, 32091, 41724, 6744, 71076, 68054, 95075, 25612, 40609, 28772, 4486, 52543, 23906, 35827] Loading and distributing data: 0.000287 seconds (128 allocations: 12.977 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6746.197018788747 || Iter Time:5.6638569831848145 || Total time:5.6638569831848145 Iteration: 1 || Clusters count: 1 || Log posterior: -6746.197018788747 || Iter Time:0.0020139217376708984 || Total time:5.665870904922485 Iteration: 2 || Clusters count: 1 || Log posterior: -6746.197018788747 || Iter Time:0.001567840576171875 || Total time:5.667438745498657 Iteration: 3 || Clusters count: 1 || Log posterior: -6746.197018788747 || Iter Time:0.0015039443969726562 || Total time:5.66894268989563 Iteration: 4 || Clusters count: 1 || Log posterior: -6746.197018788747 || Iter Time:0.0013620853424072266 || Total time:5.670304775238037 Iteration: 5 || Clusters count: 1 || Log posterior: -6746.197018788747 || Iter Time:0.0013399124145507812 || Total time:5.671644687652588 Iteration: 6 || Clusters count: 1 || Log posterior: -6746.197018788747 || Iter Time:0.0014469623565673828 || Total time:5.673091650009155 Iteration: 7 || Clusters count: 1 || Log posterior: -6746.197018788747 || Iter Time:0.0013451576232910156 || Total time:5.674436807632446 Iteration: 8 || Clusters count: 2 || Log posterior: -6604.498581624158 || Iter Time:0.155778169631958 || Total time:5.830214977264404 Iteration: 9 || Clusters count: 2 || Log posterior: -6604.498581624158 || Iter Time:0.0020101070404052734 || Total time:5.83222508430481 Iteration: 10 || Clusters count: 2 || Log posterior: -6604.498581624158 || Iter Time:0.0017809867858886719 || Total time:5.834006071090698 Iteration: 11 || Clusters count: 2 || Log posterior: -6604.498581624158 || Iter Time:0.001786947250366211 || Total time:5.8357930183410645 Iteration: 12 || Clusters count: 2 || Log posterior: -6604.498581624158 || Iter Time:0.0018248558044433594 || Total time:5.837617874145508 Iteration: 13 || Clusters count: 2 || Log posterior: -6604.498581624158 || Iter Time:0.0019259452819824219 || Total time:5.83954381942749 Iteration: 14 || Clusters count: 2 || Log posterior: -6604.498581624158 || Iter Time:0.0018770694732666016 || Total time:5.841420888900757 Iteration: 15 || Clusters count: 2 || Log posterior: -6604.498581624158 || Iter Time:0.0017931461334228516 || Total time:5.84321403503418 Iteration: 16 || Clusters count: 2 || Log posterior: -6604.498581624158 || Iter Time:0.0018229484558105469 || Total time:5.84503698348999 Iteration: 17 || Clusters count: 2 || Log posterior: -6604.498581624158 || Iter Time:0.0017688274383544922 || Total time:5.846805810928345 Iteration: 18 || Clusters count: 3 || Log posterior: -6560.003732257599 || Iter Time:0.004121065139770508 || Total time:5.850926876068115 Iteration: 19 || Clusters count: 3 || Log posterior: -6544.708251298518 || Iter Time:0.002218008041381836 || Total time:5.853144884109497 Iteration: 20 || Clusters count: 3 || Log posterior: -6545.009387007773 || Iter Time:0.0021779537200927734 || Total time:5.85532283782959 Iteration: 21 || Clusters count: 3 || Log posterior: -6537.055614188561 || Iter Time:0.002096891403198242 || Total time:5.857419729232788 Iteration: 22 || Clusters count: 3 || Log posterior: -6532.322431434497 || Iter Time:0.0023310184478759766 || Total time:5.859750747680664 Iteration: 23 || Clusters count: 3 || Log posterior: -6509.640370462596 || Iter Time:0.0022368431091308594 || Total time:5.861987590789795 Iteration: 24 || Clusters count: 3 || Log posterior: -6486.490299263036 || Iter Time:0.0021588802337646484 || Total time:5.86414647102356 Iteration: 25 || Clusters count: 3 || Log posterior: -6491.5465842192025 || Iter Time:0.002032041549682617 || Total time:5.866178512573242 Iteration: 26 || Clusters count: 3 || Log posterior: -6471.475602715851 || Iter Time:0.002151012420654297 || Total time:5.8683295249938965 Iteration: 27 || Clusters count: 3 || Log posterior: -6499.01232197499 || Iter Time:0.002135038375854492 || Total time:5.870464563369751 Iteration: 28 || Clusters count: 4 || Log posterior: -6417.688226170057 || Iter Time:0.004148006439208984 || Total time:5.87461256980896 Iteration: 29 || Clusters count: 4 || Log posterior: -6382.805357485011 || Iter Time:0.002604961395263672 || Total time:5.877217531204224 Iteration: 30 || Clusters count: 4 || Log posterior: -6347.399153602044 || Iter Time:1.3373360633850098 || Total time:7.214553594589233 false [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 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: 0.000191 seconds (128 allocations: 12.977 KiB) Iteration: 31 || Clusters count: 4 || Log posterior: -6196.263344951861 || Iter Time:0.11953592300415039 || Total time:7.334089517593384 Iteration: 32 || Clusters count: 4 || Log posterior: -6177.184238269268 || Iter Time:0.009153127670288086 || Total time:7.343242645263672 Loading and distributing data: 0.000135 seconds (128 allocations: 12.977 KiB) Iteration: 33 || Clusters count: 4 || Log posterior: -5518.025330961633 || Iter Time:0.0031380653381347656 || Total time:7.346380710601807 Iteration: 34 || Clusters count: 4 || Log posterior: -5494.459939856188 || Iter Time:0.009170055389404297 || Total time:7.355550765991211 Loading and distributing data: 0.000122 seconds (128 allocations: 12.977 KiB) Iteration: 35 || Clusters count: 4 || Log posterior: -5347.998550025514 || Iter Time:0.0032989978790283203 || Total time:7.358849763870239 Iteration: 36 || Clusters count: 4 || Log posterior: -5317.647681660987 || Iter Time:0.009208202362060547 || Total time:7.3680579662323 Loading and distributing data: 0.000123 seconds (128 allocations: 12.977 KiB) Iteration: 37 || Clusters count: 4 || Log posterior: -5336.715266158684 || Iter Time:0.003136157989501953 || Total time:7.371194124221802 Iteration: 38 || Clusters count: 4 || Log posterior: -5311.108300651332 || Iter Time:0.009002923965454102 || Total time:7.380197048187256 Loading and distributing data: 0.000112 seconds (128 allocations: 12.977 KiB) Iteration: 39 || Clusters count: 4 || Log posterior: -5321.4343665435235 || Iter Time:0.003181934356689453 || Total time:7.383378982543945 Iteration: 40 || Clusters count: 4 || Log posterior: -5298.622221247528 || Iter Time:0.009290933609008789 || Total time:7.392669916152954 Loading and distributing data: 0.000119 seconds (128 allocations: 12.977 KiB) Iteration: 41 || Clusters count: 4 || Log posterior: -5319.582301127566 || Iter Time:0.003144979476928711 || Total time:7.395814895629883 Iteration: 42 || Clusters count: 4 || Log posterior: -5297.556880192482 || Iter Time:0.009078025817871094 || Total time:7.404892921447754 Loading and distributing data: 0.000114 seconds (128 allocations: 12.977 KiB) Iteration: 43 || Clusters count: 4 || Log posterior: -5336.196218850679 || Iter Time:0.003200054168701172 || Total time:7.408092975616455 Iteration: 44 || Clusters count: 4 || Log posterior: -5316.696640003673 || Iter Time:0.00946807861328125 || Total time:7.417561054229736 Loading and distributing data: 0.000117 seconds (128 allocations: 12.977 KiB) Iteration: 45 || Clusters count: 4 || Log posterior: -5339.625369906664 || Iter Time:0.003695964813232422 || Total time:7.421257019042969 Iteration: 46 || Clusters count: 4 || Log posterior: -5303.468266294023 || Iter Time:0.00908803939819336 || Total time:7.430345058441162 Loading and distributing data: 0.000118 seconds (128 allocations: 12.977 KiB) Iteration: 47 || Clusters count: 4 || Log posterior: -5330.620952581171 || Iter Time:0.003592967987060547 || Total time:7.433938026428223 Iteration: 48 || Clusters count: 4 || Log posterior: -5307.970310884284 || Iter Time:0.00970315933227539 || Total time:7.443641185760498 Loading and distributing data: 0.000159 seconds (128 allocations: 12.977 KiB) Iteration: 49 || Clusters count: 4 || Log posterior: -5346.135422588626 || Iter Time:0.0038390159606933594 || Total time:7.447480201721191 Iteration: 50 || Clusters count: 4 || Log posterior: -5319.945959649283 || Iter Time:0.009124994277954102 || Total time:7.4566051959991455 Loading and distributing data: 0.000123 seconds (128 allocations: 13.008 KiB) Iteration: 51 || Clusters count: 4 || Log posterior: -5374.505118630735 || Iter Time:0.0036330223083496094 || Total time:7.460238218307495 Iteration: 52 || Clusters count: 4 || Log posterior: -5339.689856068733 || Iter Time:0.00906991958618164 || Total time:7.469308137893677 Loading and distributing data: 0.000124 seconds (128 allocations: 12.977 KiB) Iteration: 53 || Clusters count: 4 || Log posterior: -5359.229433801592 || Iter Time:0.003648042678833008 || Total time:7.47295618057251 Iteration: 54 || Clusters count: 4 || Log posterior: -5331.690977299906 || Iter Time:0.009105920791625977 || Total time:7.482062101364136 Loading and distributing data: 0.000114 seconds (128 allocations: 12.977 KiB) Iteration: 55 || Clusters count: 4 || Log posterior: -5314.5525118999685 || Iter Time:0.0035490989685058594 || Total time:7.485611200332642 Iteration: 56 || Clusters count: 4 || Log posterior: -5291.597012510641 || Iter Time:0.009310007095336914 || Total time:7.4949212074279785 Loading and distributing data: 0.000117 seconds (128 allocations: 12.977 KiB) Iteration: 57 || Clusters count: 4 || Log posterior: -5315.815002832089 || Iter Time:0.0035648345947265625 || Total time:7.498486042022705 Iteration: 58 || Clusters count: 4 || Log posterior: -5283.213769428388 || Iter Time:0.009467124938964844 || Total time:7.50795316696167 Loading and distributing data: 0.000111 seconds (128 allocations: 12.977 KiB) Iteration: 59 || Clusters count: 4 || Log posterior: -5325.8540286974885 || Iter Time:0.003709077835083008 || Total time:7.511662244796753 Iteration: 60 || Clusters count: 4 || Log posterior: -5309.489094268745 || Iter Time:0.009124040603637695 || Total time:7.520786285400391 Loading and distributing data: 0.000131 seconds (128 allocations: 12.977 KiB) Iteration: 61 || Clusters count: 4 || Log posterior: -5332.79085538449 || Iter Time:0.0035698413848876953 || Total time:7.524356126785278 Iteration: 62 || Clusters count: 4 || Log posterior: -5309.164746566474 || Iter Time:0.009115219116210938 || Total time:7.533471345901489 Loading and distributing data: 0.000112 seconds (128 allocations: 12.977 KiB) Iteration: 63 || Clusters count: 4 || Log posterior: -5327.442207569093 || Iter Time:0.0034589767456054688 || Total time:7.536930322647095 Iteration: 64 || Clusters count: 4 || Log posterior: -5305.674681108981 || Iter Time:0.00904703140258789 || Total time:7.545977354049683 Loading and distributing data: 0.000113 seconds (128 allocations: 12.977 KiB) Iteration: 65 || Clusters count: 4 || Log posterior: -5324.7945342332 || Iter Time:0.0037450790405273438 || Total time:7.54972243309021 Iteration: 66 || Clusters count: 4 || Log posterior: -5307.06081469946 || Iter Time:0.009033918380737305 || Total time:7.558756351470947 Loading and distributing data: 0.000116 seconds (128 allocations: 12.977 KiB) Iteration: 67 || Clusters count: 4 || Log posterior: -5369.269599995108 || Iter Time:0.0034759044647216797 || Total time:7.562232255935669 Iteration: 68 || Clusters count: 4 || Log posterior: -5335.488959082708 || Iter Time:0.009023189544677734 || Total time:7.571255445480347 Loading and distributing data: 0.000119 seconds (128 allocations: 12.977 KiB) Iteration: 69 || Clusters count: 4 || Log posterior: -5330.128796673041 || Iter Time:0.003570079803466797 || Total time:7.5748255252838135 Iteration: 70 || Clusters count: 4 || Log posterior: -5298.586990216761 || Iter Time:0.010251045227050781 || Total time:7.585076570510864 Loading and distributing data: 0.000115 seconds (128 allocations: 12.977 KiB) Iteration: 71 || Clusters count: 4 || Log posterior: -5309.375535916536 || Iter Time:0.003671884536743164 || Total time:7.588748455047607 Iteration: 72 || Clusters count: 4 || Log posterior: -5294.023029692545 || Iter Time:0.009098052978515625 || Total time:7.597846508026123 Loading and distributing data: 0.000113 seconds (128 allocations: 12.977 KiB) Iteration: 73 || Clusters count: 4 || Log posterior: -5326.379816189452 || Iter Time:0.0033359527587890625 || Total time:7.601182460784912 Iteration: 74 || Clusters count: 4 || Log posterior: -5304.350049720736 || Iter Time:0.009485960006713867 || Total time:7.610668420791626 Loading and distributing data: 0.000112 seconds (128 allocations: 12.977 KiB) Iteration: 75 || Clusters count: 4 || Log posterior: -5331.156303641269 || Iter Time:0.0036840438842773438 || Total time:7.614352464675903 Iteration: 76 || Clusters count: 4 || Log posterior: -5311.917009419132 || Iter Time:0.009150981903076172 || Total time:7.6235034465789795 Loading and distributing data: 0.000124 seconds (128 allocations: 12.977 KiB) Iteration: 77 || Clusters count: 4 || Log posterior: -5329.818782445673 || Iter Time:0.003496885299682617 || Total time:7.627000331878662 Iteration: 78 || Clusters count: 4 || Log posterior: -5301.946301575013 || Iter Time:0.009047985076904297 || Total time:7.636048316955566 Loading and distributing data: 0.000117 seconds (128 allocations: 12.977 KiB) Iteration: 79 || Clusters count: 4 || Log posterior: -5313.334890457278 || Iter Time:0.003660917282104492 || Total time:7.639709234237671 Iteration: 80 || Clusters count: 4 || Log posterior: -5287.849799969389 || Iter Time:0.009400129318237305 || Total time:7.649109363555908 Loading and distributing data: 0.000116 seconds (128 allocations: 12.977 KiB) Iteration: 81 || Clusters count: 4 || Log posterior: -5327.7516473073265 || Iter Time:0.0038270950317382812 || Total time:7.6529364585876465 Iteration: 82 || Clusters count: 4 || Log posterior: -5301.112502731667 || Iter Time:0.00999903678894043 || Total time:7.662935495376587 Loading and distributing data: 0.000114 seconds (128 allocations: 12.977 KiB) Iteration: 83 || Clusters count: 4 || Log posterior: -5336.202036406616 || Iter Time:0.003737926483154297 || Total time:7.666673421859741 Iteration: 84 || Clusters count: 4 || Log posterior: -5296.896648886614 || Iter Time:0.009771108627319336 || Total time:7.6764445304870605 Loading and distributing data: 0.000136 seconds (128 allocations: 12.977 KiB) Iteration: 85 || Clusters count: 4 || Log posterior: -5322.778028909468 || Iter Time:0.0037641525268554688 || Total time:7.680208683013916 Iteration: 86 || Clusters count: 4 || Log posterior: -5301.574898381166 || Iter Time:0.009527206420898438 || Total time:7.6897358894348145 Loading and distributing data: 0.000106 seconds (128 allocations: 12.977 KiB) Iteration: 87 || Clusters count: 4 || Log posterior: -5300.603288866676 || Iter Time:0.003670930862426758 || Total time:7.693406820297241 Iteration: 88 || Clusters count: 4 || Log posterior: -5284.714429576988 || Iter Time:0.009686946868896484 || Total time:7.703093767166138 Loading and distributing data: 0.000115 seconds (128 allocations: 12.977 KiB) Iteration: 89 || Clusters count: 4 || Log posterior: -5310.326555789792 || Iter Time:0.0036668777465820312 || Total time:7.70676064491272 Iteration: 90 || Clusters count: 4 || Log posterior: -5288.393291591564 || Iter Time:0.009852886199951172 || Total time:7.716613531112671 Loading and distributing data: 0.000126 seconds (128 allocations: 12.977 KiB) Iteration: 91 || Clusters count: 4 || Log posterior: -5318.036939146975 || Iter Time:0.003946065902709961 || Total time:7.720559597015381 Iteration: 92 || Clusters count: 4 || Log posterior: -5288.2712959710825 || Iter Time:0.009788990020751953 || Total time:7.730348587036133 Loading and distributing data: 0.000116 seconds (128 allocations: 12.977 KiB) Iteration: 93 || Clusters count: 4 || Log posterior: -5303.893442107486 || Iter Time:0.0039010047912597656 || Total time:7.734249591827393 Iteration: 94 || Clusters count: 4 || Log posterior: -5291.2622054713165 || Iter Time:0.009185075759887695 || Total time:7.74343466758728 Loading and distributing data: 0.000111 seconds (128 allocations: 12.977 KiB) Iteration: 95 || Clusters count: 4 || Log posterior: -5329.699663044026 || Iter Time:0.0037488937377929688 || Total time:7.747183561325073 Iteration: 96 || Clusters count: 4 || Log posterior: -5308.146131514757 || Iter Time:0.009327888488769531 || Total time:7.756511449813843 Loading and distributing data: 0.000146 seconds (128 allocations: 12.977 KiB) Iteration: 97 || Clusters count: 4 || Log posterior: -5326.270799592744 || Iter Time:0.0037598609924316406 || Total time:7.760271310806274 Iteration: 98 || Clusters count: 4 || Log posterior: -5316.178086872633 || Iter Time:0.009289979934692383 || Total time:7.769561290740967 Loading and distributing data: 0.000112 seconds (128 allocations: 12.977 KiB) Iteration: 99 || Clusters count: 4 || Log posterior: -5340.151063609428 || Iter Time:0.0037670135498046875 || Total time:7.7733283042907715 Iteration: 100 || Clusters count: 4 || Log posterior: -5326.61229213339 || Iter Time:0.010040998458862305 || Total time:7.783369302749634 Loading and distributing data: 0.000104 seconds (128 allocations: 12.977 KiB) Iteration: 101 || Clusters count: 4 || Log posterior: -5309.044100144794 || Iter Time:0.0035359859466552734 || Total time:7.786905288696289 Iteration: 102 || Clusters count: 4 || Log posterior: -5291.605590944351 || Iter Time:0.01022195816040039 || Total time:7.7971272468566895 Loading and distributing data: 0.000120 seconds (128 allocations: 12.977 KiB) Iteration: 103 || Clusters count: 4 || Log posterior: -5332.797973951465 || Iter Time:0.004261970520019531 || Total time:7.801389217376709 Iteration: 104 || Clusters count: 4 || Log posterior: -5295.388883613985 || Iter Time:0.010759115219116211 || Total time:7.812148332595825 Loading and distributing data: 0.000131 seconds (128 allocations: 12.977 KiB) Iteration: 105 || Clusters count: 4 || Log posterior: -5313.2912838825205 || Iter Time:0.0038890838623046875 || Total time:7.81603741645813 Iteration: 106 || Clusters count: 4 || Log posterior: -5299.284966231261 || Iter Time:0.010779857635498047 || Total time:7.826817274093628 Loading and distributing data: 0.000125 seconds (128 allocations: 12.977 KiB) Iteration: 107 || Clusters count: 4 || Log posterior: -5339.844516530128 || Iter Time:0.003916025161743164 || Total time:7.830733299255371 Iteration: 108 || Clusters count: 4 || Log posterior: -5314.0967546589345 || Iter Time:0.01129007339477539 || Total time:7.8420233726501465 Loading and distributing data: 0.000132 seconds (128 allocations: 12.977 KiB) Iteration: 109 || Clusters count: 4 || Log posterior: -5335.321529494189 || Iter Time:0.004052877426147461 || Total time:7.846076250076294 Iteration: 110 || Clusters count: 4 || Log posterior: -5314.68243891179 || Iter Time:0.06090903282165527 || Total time:7.906985282897949 Loading and distributing data: 0.000120 seconds (128 allocations: 12.977 KiB) Iteration: 111 || Clusters count: 4 || Log posterior: -5320.902402675501 || Iter Time:0.003492116928100586 || Total time:7.91047739982605 Iteration: 112 || Clusters count: 4 || Log posterior: -5297.835041207197 || Iter Time:0.009268999099731445 || Total time:7.919746398925781 Loading and distributing data: 0.000136 seconds (128 allocations: 12.977 KiB) Iteration: 113 || Clusters count: 4 || Log posterior: -5309.2119424942775 || Iter Time:0.0034821033477783203 || Total time:7.92322850227356 Iteration: 114 || Clusters count: 4 || Log posterior: -5296.439701220679 || Iter Time:0.009450912475585938 || Total time:7.9326794147491455 Loading and distributing data: 0.000204 seconds (789 allocations: 54.531 KiB) Iteration: 115 || Clusters count: 4 || Log posterior: -5354.956377467669 || Iter Time:0.003564119338989258 || Total time:7.936243534088135 Iteration: 116 || Clusters count: 4 || Log posterior: -5317.62989920247 || 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-5364.233027442466 || Iter Time:0.004542827606201172 || Total time:16.045642375946045 Iteration: 1302 || Clusters count: 4 || Log posterior: -5332.539458909003 || Iter Time:0.009638071060180664 || Total time:16.055280447006226 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 1303 || Clusters count: 4 || Log posterior: -5387.45269924698 || Iter Time:0.004472970962524414 || Total time:16.05975341796875 Iteration: 1304 || Clusters count: 4 || Log posterior: -5348.860467361849 || Iter Time:0.009833812713623047 || Total time:16.069587230682373 Loading and distributing data: 0.000139 seconds (134 allocations: 13.148 KiB) Iteration: 1305 || Clusters count: 4 || Log posterior: -5355.372270795264 || Iter Time:0.00407099723815918 || Total time:16.073658227920532 Iteration: 1306 || Clusters count: 4 || Log posterior: -5335.011036787892 || Iter Time:0.009472131729125977 || Total time:16.083130359649658 Loading and distributing data: 0.000130 seconds (129 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Iteration: 1789 || Clusters count: 4 || Log posterior: -5335.082428055281 || Iter Time:0.003738880157470703 || Total time:19.433294773101807 Iteration: 1790 || Clusters count: 4 || Log posterior: -5313.487895531403 || Iter Time:0.009189844131469727 || Total time:19.442484617233276 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1791 || Clusters count: 4 || Log posterior: -5284.529023463547 || Iter Time:0.0035829544067382812 || Total time:19.446067571640015 Iteration: 1792 || Clusters count: 4 || Log posterior: -5270.112056926001 || Iter Time:0.009177923202514648 || Total time:19.45524549484253 Loading and distributing data: 0.000141 seconds (129 allocations: 12.992 KiB) Iteration: 1793 || Clusters count: 4 || Log posterior: -5276.943973041038 || Iter Time:0.003899097442626953 || Total time:19.459144592285156 Iteration: 1794 || Clusters count: 4 || Log posterior: -5262.027377485167 || Iter Time:0.009066104888916016 || Total 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|| Log posterior: -5323.091585629012 || Iter Time:0.0035810470581054688 || Total time:19.740833282470703 Iteration: 1834 || Clusters count: 4 || Log posterior: -5294.589814823129 || Iter Time:0.009535074234008789 || Total time:19.750368356704712 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1835 || Clusters count: 4 || Log posterior: -5314.2884134103815 || Iter Time:0.0035071372985839844 || Total time:19.753875494003296 Iteration: 1836 || Clusters count: 4 || Log posterior: -5303.165991413372 || Iter Time:0.009882926940917969 || Total time:19.763758420944214 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1837 || Clusters count: 4 || Log posterior: -5307.08109736654 || Iter Time:0.0036478042602539062 || Total time:19.767406225204468 Iteration: 1838 || Clusters count: 4 || Log posterior: -5297.777191486092 || Iter Time:0.009559869766235352 || Total time:19.776966094970703 Loading and distributing data: 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Iteration: 1850 || Clusters count: 4 || Log posterior: -5288.501117811184 || Iter Time:0.009473800659179688 || Total time:19.8557345867157 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1851 || Clusters count: 4 || Log posterior: -5327.0426183573945 || Iter Time:0.0039670467376708984 || Total time:19.85970163345337 Iteration: 1852 || Clusters count: 4 || Log posterior: -5289.249131291281 || Iter Time:0.009680986404418945 || Total time:19.869382619857788 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1853 || Clusters count: 4 || Log posterior: -5318.976363697556 || Iter Time:0.003612995147705078 || Total time:19.872995615005493 Iteration: 1854 || Clusters count: 4 || Log posterior: -5287.887580191878 || Iter Time:0.009293794631958008 || Total time:19.88228940963745 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1855 || Clusters count: 4 || Log posterior: -5309.398659518139 || Iter Time:0.003921985626220703 || Total time:19.886211395263672 Iteration: 1856 || Clusters count: 4 || Log posterior: -5290.096937460292 || Iter Time:0.009459972381591797 || Total time:19.895671367645264 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1857 || Clusters count: 4 || Log posterior: -5283.53068617473 || Iter Time:0.003671884536743164 || Total time:19.899343252182007 Iteration: 1858 || Clusters count: 4 || Log posterior: -5274.46664343833 || Iter Time:0.009354114532470703 || Total time:19.908697366714478 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1859 || Clusters count: 4 || Log posterior: -5310.608403983179 || Iter Time:0.003765106201171875 || Total time:19.91246247291565 Iteration: 1860 || Clusters count: 4 || Log posterior: -5291.603290393064 || Iter Time:0.009590864181518555 || Total time:19.922053337097168 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1861 || Clusters count: 4 || Log posterior: -5332.893948716766 || Iter Time:0.0038678646087646484 || Total time:19.925921201705933 Iteration: 1862 || Clusters count: 4 || Log posterior: -5310.189301393414 || Iter Time:0.009544134140014648 || Total time:19.935465335845947 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1863 || Clusters count: 4 || Log posterior: -5337.44510392988 || Iter Time:0.0037140846252441406 || Total time:19.93917942047119 Iteration: 1864 || Clusters count: 4 || Log posterior: -5312.508150858266 || Iter Time:0.00922703742980957 || Total time:19.948406457901 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1865 || Clusters count: 4 || Log posterior: -5337.742152037661 || Iter Time:0.0039010047912597656 || Total time:19.95230746269226 Iteration: 1866 || Clusters count: 4 || Log posterior: -5308.8396664860875 || Iter Time:0.03163290023803711 || Total time:19.983940362930298 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1867 || Clusters count: 4 || Log posterior: -5331.3485546784705 || Iter Time:0.0037178993225097656 || Total time:19.987658262252808 Iteration: 1868 || Clusters count: 4 || Log posterior: -5301.274298598769 || Iter Time:0.009386062622070312 || Total time:19.997044324874878 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1869 || Clusters count: 4 || Log posterior: -5314.572353780052 || Iter Time:0.003895998001098633 || Total time:20.000940322875977 Iteration: 1870 || Clusters count: 4 || Log posterior: -5281.155346162374 || Iter Time:0.009274005889892578 || Total time:20.01021432876587 Loading and distributing data: 0.000141 seconds (129 allocations: 12.992 KiB) Iteration: 1871 || Clusters count: 4 || Log posterior: -5325.748442527453 || Iter Time:0.0037550926208496094 || Total time:20.01396942138672 Iteration: 1872 || Clusters count: 4 || Log posterior: -5297.444110327319 || Iter Time:0.009617805480957031 || Total time:20.023587226867676 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1873 || Clusters count: 4 || Log posterior: -5339.416029626265 || Iter Time:0.004023075103759766 || Total time:20.027610301971436 Iteration: 1874 || Clusters count: 4 || Log posterior: -5319.696717406421 || Iter Time:0.00975799560546875 || Total time:20.037368297576904 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1875 || Clusters count: 4 || Log posterior: -5331.477656991823 || Iter Time:0.003834962844848633 || Total time:20.041203260421753 Iteration: 1876 || Clusters count: 4 || Log posterior: -5315.779909712519 || Iter Time:0.009476184844970703 || Total time:20.050679445266724 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1877 || Clusters count: 4 || Log posterior: -5334.578345324021 || Iter Time:0.003648996353149414 || Total time:20.054328441619873 Iteration: 1878 || Clusters count: 4 || Log posterior: -5302.702673327705 || Iter Time:0.009620904922485352 || Total time:20.06394934654236 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1879 || Clusters count: 4 || Log posterior: -5313.613664051262 || Iter Time:0.0037660598754882812 || Total time:20.067715406417847 Iteration: 1880 || Clusters count: 4 || Log posterior: -5291.067218403141 || Iter Time:0.009621143341064453 || Total time:20.07733654975891 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 1881 || Clusters count: 4 || Log posterior: -5310.2558147374675 || Iter Time:0.0038771629333496094 || Total time:20.08121371269226 Iteration: 1882 || Clusters count: 4 || Log posterior: -5285.976674246622 || Iter Time:0.00978994369506836 || Total time:20.09100365638733 Loading and distributing data: 0.000161 seconds (129 allocations: 12.992 KiB) Iteration: 1883 || Clusters count: 4 || Log posterior: -5324.476987185158 || Iter Time:0.0038728713989257812 || Total time:20.094876527786255 Iteration: 1884 || Clusters count: 4 || Log posterior: -5305.154771814782 || Iter Time:0.009829998016357422 || Total time:20.104706525802612 Loading and distributing data: 0.000181 seconds (129 allocations: 12.992 KiB) Iteration: 1885 || Clusters count: 4 || Log posterior: -5324.836743644695 || Iter Time:0.004822969436645508 || Total time:20.109529495239258 Iteration: 1886 || Clusters count: 4 || Log posterior: -5313.25697336474 || Iter Time:0.010308027267456055 || Total time:20.119837522506714 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1887 || Clusters count: 4 || Log posterior: -5333.697622974445 || Iter Time:0.0037860870361328125 || Total time:20.123623609542847 Iteration: 1888 || Clusters count: 4 || Log posterior: -5317.049698488645 || Iter Time:0.009843826293945312 || Total time:20.133467435836792 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1889 || Clusters count: 4 || Log posterior: -5336.988182904994 || Iter Time:0.0037598609924316406 || Total time:20.137227296829224 Iteration: 1890 || Clusters count: 4 || Log posterior: -5313.578545043695 || Iter Time:0.009779214859008789 || Total time:20.147006511688232 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1891 || Clusters count: 4 || Log posterior: -5334.257021307742 || Iter Time:0.0039370059967041016 || Total time:20.150943517684937 Iteration: 1892 || Clusters count: 4 || Log posterior: -5320.761561136866 || Iter Time:0.009988069534301758 || Total time:20.16093158721924 Loading and distributing data: 0.000149 seconds (129 allocations: 12.992 KiB) Iteration: 1893 || Clusters count: 4 || Log posterior: -5350.626670413188 || Iter Time:0.003901958465576172 || Total time:20.164833545684814 Iteration: 1894 || Clusters count: 4 || Log posterior: -5314.457106023895 || Iter Time:0.00966191291809082 || Total time:20.174495458602905 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1895 || Clusters count: 4 || Log posterior: -5367.238202248187 || Iter Time:0.00380706787109375 || Total time:20.178302526474 Iteration: 1896 || Clusters count: 4 || Log posterior: -5340.4573318737275 || Iter Time:0.009113073348999023 || Total time:20.187415599822998 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1897 || Clusters count: 4 || Log posterior: -5347.927734488274 || Iter Time:0.003715991973876953 || Total time:20.191131591796875 Iteration: 1898 || Clusters count: 4 || Log posterior: -5314.653028508924 || Iter Time:0.009397029876708984 || Total time:20.200528621673584 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1899 || Clusters count: 4 || Log posterior: -5328.881278231485 || Iter Time:0.0035600662231445312 || Total time:20.20408868789673 Iteration: 1900 || Clusters count: 4 || Log posterior: -5302.835900902408 || Iter Time:0.009298086166381836 || Total time:20.21338677406311 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1901 || Clusters count: 4 || Log posterior: -5323.346190651532 || Iter Time:0.0038039684295654297 || Total time:20.217190742492676 Iteration: 1902 || Clusters count: 4 || Log posterior: -5287.649588500476 || Iter Time:0.008500099182128906 || Total time:20.225690841674805 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1903 || Clusters count: 4 || Log posterior: -5318.3561407898815 || Iter Time:0.003815889358520508 || Total time:20.229506731033325 Iteration: 1904 || Clusters count: 4 || Log posterior: -5284.61043110151 || Iter Time:0.009154081344604492 || Total time:20.23866081237793 Loading and distributing data: 0.000142 seconds (129 allocations: 12.992 KiB) Iteration: 1905 || Clusters count: 4 || Log posterior: -5367.963684669549 || Iter Time:0.004187107086181641 || Total time:20.24284791946411 Iteration: 1906 || Clusters count: 4 || Log posterior: -5327.692262175977 || Iter Time:0.009766817092895508 || Total time:20.252614736557007 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1907 || Clusters count: 4 || Log posterior: -5340.916062713678 || Iter Time:0.0037660598754882812 || Total time:20.256380796432495 Iteration: 1908 || Clusters count: 4 || Log posterior: -5321.15291793172 || Iter Time:0.009861946105957031 || Total time:20.266242742538452 Loading and distributing data: 0.000143 seconds (129 allocations: 12.992 KiB) Iteration: 1909 || Clusters count: 4 || Log posterior: -5337.35299444665 || Iter Time:0.003832101821899414 || Total time:20.27007484436035 Iteration: 1910 || Clusters count: 4 || Log posterior: -5302.603963991302 || Iter Time:0.00939488410949707 || Total time:20.27946972846985 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1911 || Clusters count: 4 || Log posterior: -5350.83787834889 || Iter Time:0.003930091857910156 || Total time:20.28339982032776 Iteration: 1912 || Clusters count: 4 || Log posterior: -5320.12743934601 || Iter Time:0.009444952011108398 || Total time:20.292844772338867 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1913 || Clusters count: 4 || Log posterior: -5358.318990285821 || Iter Time:0.0038449764251708984 || Total time:20.296689748764038 Iteration: 1914 || Clusters count: 4 || Log posterior: -5316.182950252898 || Iter Time:0.010062932968139648 || Total time:20.306752681732178 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1915 || Clusters count: 4 || Log posterior: -5341.177299026386 || Iter Time:0.0036962032318115234 || Total time:20.31044888496399 Iteration: 1916 || Clusters count: 4 || Log posterior: -5306.313120402793 || Iter Time:0.010123968124389648 || Total time:20.32057285308838 Loading and distributing data: 0.000158 seconds (129 allocations: 12.992 KiB) Iteration: 1917 || Clusters count: 4 || Log posterior: -5344.55820527856 || Iter Time:0.004586935043334961 || Total time:20.325159788131714 Iteration: 1918 || Clusters count: 4 || Log posterior: -5312.407688419848 || Iter Time:0.00991201400756836 || Total time:20.335071802139282 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1919 || Clusters count: 4 || Log posterior: -5347.767122456341 || Iter Time:0.004212856292724609 || Total time:20.339284658432007 Iteration: 1920 || Clusters count: 4 || Log posterior: -5325.763669450035 || Iter Time:0.010508060455322266 || Total time:20.34979271888733 Loading and distributing data: 0.000160 seconds (129 allocations: 12.992 KiB) Iteration: 1921 || Clusters count: 4 || Log posterior: -5342.824743438494 || Iter Time:0.004054069519042969 || Total time:20.353846788406372 Iteration: 1922 || Clusters count: 4 || Log posterior: -5320.81167410889 || Iter Time:0.009545087814331055 || Total time:20.363391876220703 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1923 || Clusters count: 4 || Log posterior: -5336.757008353369 || Iter Time:0.003804922103881836 || Total time:20.367196798324585 Iteration: 1924 || Clusters count: 4 || Log posterior: -5312.942234492923 || Iter Time:0.010375022888183594 || Total time:20.37757182121277 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1925 || Clusters count: 4 || Log posterior: -5346.968353418493 || Iter Time:0.003916025161743164 || Total time:20.38148784637451 Iteration: 1926 || Clusters count: 4 || Log posterior: -5314.677428902644 || Iter Time:0.009657859802246094 || Total time:20.391145706176758 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1927 || Clusters count: 4 || Log posterior: -5319.348376055545 || Iter Time:0.004006147384643555 || Total time:20.3951518535614 Iteration: 1928 || Clusters count: 4 || Log posterior: -5291.749780053572 || Iter Time:0.009783029556274414 || Total time:20.404934883117676 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1929 || Clusters count: 4 || Log posterior: -5325.047273355627 || Iter Time:0.003921985626220703 || Total time:20.408856868743896 Iteration: 1930 || Clusters count: 4 || Log posterior: -5291.4839462839345 || Iter Time:0.009727001190185547 || Total time:20.418583869934082 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1931 || Clusters count: 4 || Log posterior: -5357.824158537262 || Iter Time:0.003638029098510742 || Total time:20.422221899032593 Iteration: 1932 || Clusters count: 4 || Log posterior: -5325.486255933263 || Iter Time:0.009522199630737305 || Total time:20.43174409866333 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1933 || Clusters count: 4 || Log posterior: -5366.399518507416 || Iter Time:0.003823995590209961 || Total time:20.43556809425354 Iteration: 1934 || Clusters count: 4 || Log posterior: -5345.483284991926 || Iter Time:0.009449958801269531 || Total time:20.44501805305481 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1935 || Clusters count: 4 || Log posterior: -5315.333185462821 || Iter Time:0.0035059452056884766 || Total time:20.448523998260498 Iteration: 1936 || Clusters count: 4 || Log posterior: -5294.94989575094 || Iter Time:0.03153276443481445 || Total time:20.480056762695312 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 1937 || Clusters count: 4 || Log posterior: -5354.159005216283 || Iter Time:0.004005908966064453 || Total time:20.484062671661377 Iteration: 1938 || Clusters count: 4 || Log posterior: -5323.872616055244 || Iter Time:0.009714126586914062 || Total time:20.49377679824829 Loading and distributing data: 0.000154 seconds (129 allocations: 12.992 KiB) Iteration: 1939 || Clusters count: 4 || Log posterior: -5342.858071312799 || Iter Time:0.00426793098449707 || Total time:20.498044729232788 Iteration: 1940 || Clusters count: 4 || Log posterior: -5302.133851898759 || Iter Time:0.010477066040039062 || Total time:20.508521795272827 Loading and distributing data: 0.000153 seconds (129 allocations: 12.992 KiB) Iteration: 1941 || Clusters count: 4 || Log posterior: -5311.218624382325 || Iter Time:0.004155874252319336 || Total time:20.512677669525146 Iteration: 1942 || Clusters count: 4 || Log posterior: -5290.5413567324895 || Iter Time:0.009660005569458008 || Total time:20.522337675094604 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1943 || Clusters count: 4 || Log posterior: -5340.929694134285 || Iter Time:0.003326892852783203 || Total time:20.525664567947388 Iteration: 1944 || Clusters count: 4 || Log posterior: -5317.708013017436 || Iter Time:0.009258031845092773 || Total time:20.53492259979248 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1945 || Clusters count: 4 || Log posterior: -5345.2370767288085 || Iter Time:0.003981113433837891 || Total time:20.53890371322632 Iteration: 1946 || Clusters count: 4 || Log posterior: -5307.739284236631 || Iter Time:0.009665966033935547 || Total time:20.548569679260254 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1947 || Clusters count: 4 || Log posterior: -5330.503503452245 || Iter Time:0.0035948753356933594 || Total time:20.552164554595947 Iteration: 1948 || Clusters count: 4 || Log posterior: -5316.974275060432 || Iter Time:0.009631872177124023 || Total time:20.56179642677307 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1949 || Clusters count: 4 || Log posterior: -5319.2980392292475 || Iter Time:0.003799915313720703 || Total time:20.565596342086792 Iteration: 1950 || Clusters count: 4 || Log posterior: -5300.679172356701 || Iter Time:0.009685993194580078 || Total time:20.575282335281372 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1951 || Clusters count: 4 || Log posterior: -5324.837269346918 || Iter Time:0.0038690567016601562 || Total time:20.579151391983032 Iteration: 1952 || Clusters count: 4 || Log posterior: -5301.980699226688 || Iter Time:0.010075092315673828 || Total time:20.589226484298706 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1953 || Clusters count: 4 || Log posterior: -5328.412191595709 || Iter Time:0.0037450790405273438 || Total time:20.592971563339233 Iteration: 1954 || Clusters count: 4 || Log posterior: -5299.10139469818 || Iter Time:0.009330987930297852 || Total time:20.60230255126953 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1955 || Clusters count: 4 || Log posterior: -5338.784567576548 || Iter Time:0.0036420822143554688 || Total time:20.605944633483887 Iteration: 1956 || Clusters count: 4 || Log posterior: -5319.02519926114 || Iter Time:0.009608030319213867 || Total time:20.6155526638031 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1957 || Clusters count: 4 || Log posterior: -5319.368228735623 || Iter Time:0.0038280487060546875 || Total time:20.619380712509155 Iteration: 1958 || Clusters count: 4 || Log posterior: -5295.528214712096 || Iter Time:0.009258031845092773 || Total time:20.628638744354248 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1959 || Clusters count: 4 || Log posterior: -5300.372397738298 || Iter Time:0.003916025161743164 || Total time:20.63255476951599 Iteration: 1960 || Clusters count: 4 || Log posterior: -5265.912949496053 || Iter Time:0.009273052215576172 || Total time:20.641827821731567 Loading and distributing data: 0.000167 seconds (129 allocations: 12.992 KiB) Iteration: 1961 || Clusters count: 4 || Log posterior: -5308.9919598397955 || Iter Time:0.004199028015136719 || Total time:20.646026849746704 Iteration: 1962 || Clusters count: 4 || Log posterior: -5289.677250973128 || Iter Time:0.00951695442199707 || Total time:20.6555438041687 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 1963 || Clusters count: 4 || Log posterior: -5311.4584685036925 || Iter Time:0.0037429332733154297 || Total time:20.659286737442017 Iteration: 1964 || Clusters count: 4 || Log posterior: -5298.66948279412 || Iter Time:0.009606122970581055 || Total time:20.668892860412598 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1965 || Clusters count: 4 || Log posterior: -5295.287303772332 || Iter Time:0.0036330223083496094 || Total time:20.672525882720947 Iteration: 1966 || Clusters count: 4 || Log posterior: -5273.951557914737 || Iter Time:0.009567022323608398 || Total time:20.682092905044556 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1967 || Clusters count: 4 || Log posterior: -5303.567672727979 || Iter Time:0.003608226776123047 || Total time:20.68570113182068 Iteration: 1968 || Clusters count: 4 || Log posterior: -5282.088752727232 || Iter Time:0.009711027145385742 || Total time:20.695412158966064 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1969 || Clusters count: 4 || Log posterior: -5282.450075107397 || Iter Time:0.003899097442626953 || Total time:20.69931125640869 Iteration: 1970 || Clusters count: 4 || Log posterior: -5258.960193185319 || Iter Time:0.009360790252685547 || Total time:20.708672046661377 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1971 || Clusters count: 4 || Log posterior: -5281.105826811792 || Iter Time:0.003902912139892578 || Total time:20.71257495880127 Iteration: 1972 || Clusters count: 4 || Log posterior: -5262.400744794626 || Iter Time:0.009560823440551758 || Total time:20.72213578224182 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1973 || Clusters count: 4 || Log posterior: -5307.617106974764 || Iter Time:0.003612995147705078 || Total time:20.725748777389526 Iteration: 1974 || Clusters count: 4 || Log posterior: -5287.216214380018 || Iter Time:0.009783029556274414 || Total time:20.7355318069458 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1975 || Clusters count: 4 || Log posterior: -5295.658487626828 || Iter Time:0.003616809844970703 || Total time:20.73914861679077 Iteration: 1976 || Clusters count: 4 || Log posterior: -5285.1566119762 || Iter Time:0.009492158889770508 || Total time:20.748640775680542 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1977 || Clusters count: 4 || Log posterior: -5319.728566829631 || Iter Time:0.003695964813232422 || Total time:20.752336740493774 Iteration: 1978 || Clusters count: 4 || Log posterior: -5301.860033368689 || Iter Time:0.009568929672241211 || Total time:20.761905670166016 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1979 || Clusters count: 4 || Log posterior: -5315.966253620736 || Iter Time:0.0038890838623046875 || Total time:20.76579475402832 Iteration: 1980 || Clusters count: 4 || Log posterior: -5301.567096251201 || Iter Time:0.010454893112182617 || Total time:20.776249647140503 Loading and distributing data: 0.000144 seconds (129 allocations: 12.992 KiB) Iteration: 1981 || Clusters count: 4 || Log posterior: -5324.136812276561 || Iter Time:0.0044629573822021484 || Total time:20.780712604522705 Iteration: 1982 || Clusters count: 4 || Log posterior: -5298.021272982337 || Iter Time:0.009454011917114258 || Total time:20.79016661643982 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1983 || Clusters count: 4 || Log posterior: -5319.2195376303525 || Iter Time:0.0037288665771484375 || Total time:20.793895483016968 Iteration: 1984 || Clusters count: 4 || Log posterior: -5296.176846903185 || Iter Time:0.009289026260375977 || Total time:20.803184509277344 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1985 || Clusters count: 4 || Log posterior: -5331.095899914081 || Iter Time:0.0037648677825927734 || Total time:20.806949377059937 Iteration: 1986 || Clusters count: 4 || Log posterior: -5302.8208090366315 || Iter Time:0.009308099746704102 || Total time:20.81625747680664 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1987 || Clusters count: 4 || Log posterior: -5311.292609856772 || Iter Time:0.0036950111389160156 || Total time:20.819952487945557 Iteration: 1988 || Clusters count: 4 || Log posterior: -5292.123908158649 || Iter Time:0.009109020233154297 || Total time:20.82906150817871 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1989 || Clusters count: 4 || Log posterior: -5314.175438518292 || Iter Time:0.0036029815673828125 || Total time:20.832664489746094 Iteration: 1990 || Clusters count: 4 || Log posterior: -5291.081044520516 || Iter Time:0.009038925170898438 || Total time:20.841703414916992 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1991 || Clusters count: 4 || Log posterior: -5327.396301340517 || Iter Time:0.003576040267944336 || Total time:20.845279455184937 Iteration: 1992 || Clusters count: 4 || Log posterior: -5305.609359411354 || Iter Time:0.00925302505493164 || Total time:20.854532480239868 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1993 || Clusters count: 4 || Log posterior: -5351.4893450872005 || Iter Time:0.00399017333984375 || Total time:20.858522653579712 Iteration: 1994 || Clusters count: 4 || Log posterior: -5310.45976351655 || Iter Time:0.009614944458007812 || Total time:20.86813759803772 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1995 || Clusters count: 4 || Log posterior: -5340.461740429082 || Iter Time:0.003799915313720703 || Total time:20.87193751335144 Iteration: 1996 || Clusters count: 4 || Log posterior: -5310.140652511869 || Iter Time:0.009331941604614258 || Total time:20.881269454956055 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1997 || Clusters count: 4 || Log posterior: -5326.7523126629285 || Iter Time:0.0037429332733154297 || Total time:20.88501238822937 Iteration: 1998 || Clusters count: 4 || Log posterior: -5311.737905618222 || Iter Time:0.009418964385986328 || Total time:20.894431352615356 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1999 || Clusters count: 4 || Log posterior: -5351.183301794776 || Iter Time:0.0037240982055664062 || Total time:20.898155450820923 Iteration: 2000 || Clusters count: 4 || Log posterior: -5314.681787833042 || Iter Time:0.010030031204223633 || Total time:20.908185482025146 Loading and distributing data: 0.000158 seconds (129 allocations: 12.992 KiB) Iteration: 2001 || Clusters count: 4 || Log posterior: -5342.218889392884 || Iter Time:0.0038619041442871094 || Total time:20.912047386169434 Iteration: 2002 || Clusters count: 4 || Log posterior: -5320.336045481619 || Iter Time:0.00975799560546875 || Total time:20.921805381774902 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 2003 || Clusters count: 4 || Log posterior: -5347.325685932407 || Iter Time:0.0041539669036865234 || Total time:20.92595934867859 Iteration: 2004 || Clusters count: 4 || Log posterior: -5320.6843221930885 || Iter Time:0.009486198425292969 || Total time:20.935445547103882 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 2005 || Clusters count: 4 || Log posterior: -5309.144430414243 || Iter Time:0.0037200450897216797 || Total time:20.939165592193604 Iteration: 2006 || Clusters count: 4 || Log posterior: -5290.750677801652 || Iter Time:0.009386777877807617 || Total time:20.94855237007141 Loading and distributing data: 0.000147 seconds (129 allocations: 12.992 KiB) Iteration: 2007 || Clusters count: 4 || Log posterior: -5293.496725088899 || Iter Time:0.026594161987304688 || Total time:20.975146532058716 Iteration: 2008 || Clusters count: 4 || Log posterior: -5281.726606998146 || Iter Time:0.009673118591308594 || Total time:20.984819650650024 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 2009 || Clusters count: 4 || Log posterior: -5335.89586363466 || Iter Time:0.0036690235137939453 || Total time:20.98848867416382 Iteration: 2010 || Clusters count: 4 || Log posterior: -5309.215571840561 || Iter Time:0.009528875350952148 || Total time:20.99801754951477 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 2011 || Clusters count: 4 || Log posterior: -5333.297597123821 || Iter Time:0.0034949779510498047 || Total time:21.00151252746582 Iteration: 2012 || Clusters count: 4 || Log posterior: -5312.671507775885 || Iter Time:0.009427070617675781 || Total time:21.010939598083496 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 2013 || Clusters count: 4 || Log posterior: -5321.766697223307 || Iter Time:0.0036611557006835938 || Total time:21.01460075378418 Iteration: 2014 || Clusters count: 4 || Log posterior: -5302.363894166133 || Iter Time:0.009770870208740234 || Total time:21.02437162399292 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 2015 || Clusters count: 4 || Log posterior: -5349.803145175306 || Iter Time:0.0035479068756103516 || Total time:21.02791953086853 Iteration: 2016 || Clusters count: 4 || Log posterior: -5314.693455214859 || Iter Time:0.00947880744934082 || Total time:21.03739833831787 Loading and distributing data: 0.000148 seconds (129 allocations: 12.992 KiB) Iteration: 2017 || Clusters count: 4 || Log posterior: -5352.76873663201 || Iter Time:0.004300117492675781 || Total time:21.041698455810547 Iteration: 2018 || Clusters count: 4 || Log posterior: -5331.109750553157 || Iter Time:0.009524822235107422 || Total time:21.051223278045654 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 2019 || Clusters count: 4 || Log posterior: -5330.527998595835 || Iter Time:0.0038340091705322266 || Total time:21.055057287216187 Iteration: 2020 || Clusters count: 4 || Log posterior: -5315.32807397883 || Iter Time:0.009458065032958984 || Total time:21.064515352249146 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 2021 || Clusters count: 4 || Log posterior: -5328.843153481881 || Iter Time:0.003755807876586914 || Total time:21.068271160125732 Iteration: 2022 || Clusters count: 4 || Log posterior: -5310.6326687751925 || Iter Time:0.009706974029541016 || Total time:21.077978134155273 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 2023 || Clusters count: 4 || Log posterior: -5313.046126558622 || Iter Time:0.003759145736694336 || Total time:21.081737279891968 Iteration: 2024 || Clusters count: 4 || Log posterior: -5305.159155952675 || Iter Time:0.009557962417602539 || Total time:21.09129524230957 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 2025 || Clusters count: 4 || Log posterior: -5361.776662613526 || Iter Time:0.0037369728088378906 || Total time:21.095032215118408 Iteration: 2026 || Clusters count: 4 || Log posterior: -5326.623264293346 || Iter Time:0.009248018264770508 || Total time:21.10428023338318 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 2027 || Clusters count: 4 || Log posterior: -5325.031226289867 || Iter Time:0.0038259029388427734 || Total time:21.10810613632202 Iteration: 2028 || Clusters count: 4 || Log posterior: -5309.3738975283995 || Iter Time:0.009957075119018555 || Total time:21.11806321144104 Avg NMI: 0.46188598362618616 Full NMI: 0.4604138892126099 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m04.2s Testing DPMMSubClustersStreaming tests passed Testing completed after 177.23s PkgEval succeeded after 303.53s