Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.30 (073666df8b*) started at 2025-11-04T18:38:13.260 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.11s ################################################################################ # 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 v1.14.0 [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 v0.4.22 [bac558e1] + OrderedCollections v1.8.1 ⌃ [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [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 v2025.9.9 [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 v1.67.1+0 [3f19e933] + p7zip_jll v17.6.0+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 5.07s ################################################################################ # 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/nGMfF/src/julia-1.11/common.jl:75 │ [2] test_dir_has_project_file │ @ ~/.julia/packages/TestEnv/nGMfF/src/julia-1.11/common.jl:52 [inlined] │ [3] maybe_gen_project_override! │ @ ~/.julia/packages/TestEnv/nGMfF/src/julia-1.11/common.jl:83 [inlined] │ [4] activate(pkg::String; allow_reresolve::Bool) │ @ TestEnv ~/.julia/packages/TestEnv/nGMfF/src/julia-1.11/activate_set.jl:12 │ [5] activate(pkg::String) │ @ TestEnv ~/.julia/packages/TestEnv/nGMfF/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... 2434.1 ms ✓ DistributedArrays 9624.7 ms ✓ StatsBase 7756.9 ms ✓ SpecialFunctions 8619.9 ms ✓ Clustering 6774.5 ms ✓ HypergeometricFunctions 12760.1 ms ✓ KernelFunctions 2796.0 ms ✓ StatsFuns 3098.9 ms ✓ StatsFuns → StatsFunsChainRulesCoreExt 13653.8 ms ✓ Distributions 4692.1 ms ✓ Distributions → DistributionsChainRulesCoreExt 4476.6 ms ✓ Distributions → DistributionsTestExt 11086.9 ms ✓ DPMMSubClustersStreaming 12 dependencies successfully precompiled in 90 seconds. 88 already precompiled. Precompilation completed after 96.57s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_zhB2YZ/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_zhB2YZ/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 v1.14.0 [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 v0.4.22 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.0 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [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 v2025.9.9 [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 v1.67.1+0 [3f19e933] p7zip_jll v17.6.0+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: 2.643385 seconds (839.14 k allocations: 48.709 MiB, 99.88% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233110.28798629093 || Iter Time:14.930473804473877 || Total time:14.930473804473877 Iteration: 1 || Clusters count: 1 || Log posterior: -233110.28798629093 || Iter Time:0.00469207763671875 || Total time:14.935165882110596 Iteration: 2 || Clusters count: 1 || Log posterior: -233110.28798629093 || Iter Time:0.004395961761474609 || Total time:14.93956184387207 Iteration: 3 || Clusters count: 1 || Log posterior: -233110.28798629093 || Iter Time:0.004305839538574219 || Total time:14.943867683410645 Iteration: 4 || Clusters count: 1 || Log posterior: -233110.28798629093 || Iter Time:0.00426483154296875 || Total time:14.948132514953613 Iteration: 5 || Clusters count: 1 || Log posterior: -233110.28798629093 || Iter Time:0.01350092887878418 || Total time:14.961633443832397 Iteration: 6 || Clusters count: 1 || Log posterior: -233110.28798629093 || Iter Time:0.004270076751708984 || Total time:14.965903520584106 Iteration: 7 || Clusters count: 1 || Log posterior: -233110.28798629093 || Iter Time:0.004205226898193359 || Total time:14.9701087474823 Iteration: 8 || Clusters count: 1 || Log posterior: -233110.28798629093 || Iter Time:0.004494905471801758 || Total time:14.974603652954102 Iteration: 9 || Clusters count: 1 || Log posterior: -233110.28798629093 || Iter Time:0.004520893096923828 || Total time:14.979124546051025 Iteration: 10 || Clusters count: 1 || Log posterior: -233110.28798629093 || Iter Time:0.004745006561279297 || Total time:14.983869552612305 Iteration: 11 || Clusters count: 1 || Log posterior: -233110.28798629093 || Iter Time:0.004601955413818359 || Total time:14.988471508026123 Iteration: 12 || Clusters count: 1 || Log posterior: -233110.28798629093 || Iter Time:0.004992961883544922 || Total time:14.993464469909668 Iteration: 13 || Clusters count: 2 || Log posterior: -232899.33499336746 || Iter Time:3.5713648796081543 || Total time:18.564829349517822 Iteration: 14 || Clusters count: 2 || Log posterior: -232866.39838374237 || Iter Time:0.0046770572662353516 || Total time:18.569506406784058 Iteration: 15 || Clusters count: 2 || Log posterior: -232850.214847547 || Iter Time:0.004608869552612305 || Total time:18.57411527633667 Iteration: 16 || Clusters count: 2 || Log posterior: -232800.02630494925 || Iter Time:0.004500150680541992 || Total time:18.578615427017212 Iteration: 17 || Clusters count: 2 || Log posterior: -232758.6480738717 || Iter Time:0.0044519901275634766 || Total time:18.583067417144775 Iteration: 18 || Clusters count: 2 || Log posterior: -232710.70100557077 || Iter Time:0.004742860794067383 || Total time:18.587810277938843 Iteration: 19 || Clusters count: 2 || Log posterior: -232717.10146814786 || Iter Time:0.004884004592895508 || Total time:18.59269428253174 Iteration: 20 || Clusters count: 2 || Log posterior: -232622.53752078422 || Iter Time:2.940526008605957 || Total time:21.533220291137695 Loading and distributing data: 0.000612 seconds (128 allocations: 395.789 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232983.56446340133 || Iter Time:0.02690887451171875 || Total time:21.560129165649414 Iteration: 22 || Clusters count: 2 || Log posterior: -232999.33041326396 || Iter Time:0.005136013031005859 || Total time:21.56526517868042 Iteration: 23 || Clusters count: 2 || Log posterior: -232937.9164607282 || Iter Time:0.005197048187255859 || Total time:21.570462226867676 Iteration: 24 || Clusters count: 2 || Log posterior: -232958.8071733478 || Iter Time:0.00513005256652832 || Total time:21.575592279434204 Iteration: 25 || Clusters count: 2 || Log posterior: -232965.2290483478 || Iter Time:0.0047321319580078125 || Total time:21.580324411392212 Iteration: 26 || Clusters count: 2 || Log posterior: -232976.63520235347 || Iter Time:0.00466609001159668 || Total time:21.58499050140381 Iteration: 27 || Clusters count: 2 || Log posterior: -232939.7290483478 || Iter Time:0.004617929458618164 || Total time:21.589608430862427 Iteration: 28 || Clusters count: 3 || Log posterior: -232706.8212847348 || Iter Time:0.005752086639404297 || Total time:21.59536051750183 Iteration: 29 || Clusters count: 3 || Log posterior: -232575.8215879819 || Iter Time:0.004937887191772461 || Total time:21.600298404693604 Iteration: 30 || Clusters count: 3 || Log posterior: -232566.99560344502 || Iter Time:0.004999876022338867 || Total time:21.605298280715942 Iteration: 31 || Clusters count: 3 || Log posterior: -232527.193081641 || Iter Time:0.004930019378662109 || Total time:21.610228300094604 Iteration: 32 || Clusters count: 3 || Log posterior: -232531.6844457942 || Iter Time:0.004957914352416992 || Total time:21.61518621444702 Iteration: 33 || Clusters count: 3 || Log posterior: -232491.98268222384 || Iter Time:0.005051136016845703 || Total time:21.620237350463867 Iteration: 34 || Clusters count: 3 || Log posterior: -232480.9200642695 || Iter Time:0.005221128463745117 || Total time:21.625458478927612 Iteration: 35 || Clusters count: 3 || Log posterior: -232509.91426633368 || Iter Time:0.005169868469238281 || Total time:21.63062834739685 Iteration: 36 || Clusters count: 3 || Log posterior: -232492.711256508 || Iter Time:0.005620002746582031 || Total time:21.636248350143433 Iteration: 37 || Clusters count: 3 || Log posterior: -232466.38904856847 || Iter Time:0.005400180816650391 || Total time:21.641648530960083 Iteration: 38 || Clusters count: 3 || Log posterior: -232464.5737685555 || Iter Time:0.04767608642578125 || Total time:21.689324617385864 Iteration: 39 || Clusters count: 3 || Log posterior: -232480.1466948595 || Iter Time:0.005658864974975586 || Total time:21.69498348236084 Iteration: 40 || Clusters count: 3 || Log posterior: -232476.22458299607 || Iter Time:0.005508899688720703 || Total time:21.70049238204956 Iteration: 41 || Clusters count: 3 || Log posterior: -232438.48929373664 || Iter Time:0.005578041076660156 || Total time:21.70607042312622 Loading and distributing data: 0.000576 seconds (128 allocations: 395.789 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262280.48878000944 || Iter Time:0.005992889404296875 || Total time:21.712063312530518 Iteration: 43 || Clusters count: 4 || Log posterior: -261858.83803857 || Iter Time:0.0069010257720947266 || Total time:21.718964338302612 Iteration: 44 || Clusters count: 4 || Log posterior: -261795.80099853477 || Iter Time:0.00611114501953125 || Total time:21.725075483322144 Iteration: 45 || Clusters count: 4 || Log posterior: -261790.75493122477 || Iter Time:0.006047964096069336 || Total time:21.731123447418213 Iteration: 46 || Clusters count: 4 || Log posterior: -261776.01993224787 || Iter Time:0.006098031997680664 || Total time:21.737221479415894 Iteration: 47 || Clusters count: 4 || Log posterior: -261784.50527270234 || Iter Time:0.00615692138671875 || Total time:21.743378400802612 Iteration: 48 || Clusters count: 4 || Log posterior: -261784.720694459 || Iter Time:0.0060880184173583984 || Total time:21.74946641921997 Iteration: 49 || Clusters count: 4 || Log posterior: -261776.986319459 || Iter Time:0.006140947341918945 || Total time:21.75560736656189 Iteration: 50 || Clusters count: 4 || Log posterior: -261763.87048116676 || Iter Time:0.005948781967163086 || Total time:21.761556148529053 Iteration: 51 || Clusters count: 4 || Log posterior: -261779.5663406769 || Iter Time:0.005955219268798828 || Total time:21.76751136779785 Iteration: 52 || Clusters count: 4 || Log posterior: -261770.3393998166 || Iter Time:0.006563901901245117 || Total time:21.774075269699097 Iteration: 53 || Clusters count: 4 || Log posterior: -261777.0771204719 || Iter Time:0.006018161773681641 || Total time:21.78009343147278 Iteration: 54 || Clusters count: 4 || Log posterior: -261780.1900511745 || Iter Time:0.006020069122314453 || Total time:21.786113500595093 Iteration: 55 || Clusters count: 4 || Log posterior: -261779.45741456762 || Iter Time:0.006076812744140625 || Total time:21.792190313339233 Iteration: 56 || Clusters count: 4 || Log posterior: -261781.80894198833 || Iter Time:0.006005048751831055 || Total time:21.798195362091064 Iteration: 57 || Clusters count: 5 || Log posterior: -261348.2397701577 || Iter Time:0.008025884628295898 || Total time:21.80622124671936 Iteration: 58 || Clusters count: 5 || Log posterior: -261345.82286677437 || Iter Time:0.006463050842285156 || Total time:21.812684297561646 Iteration: 59 || Clusters count: 5 || Log posterior: -261316.02485548134 || Iter Time:0.006399869918823242 || Total time:21.81908416748047 Iteration: 60 || Clusters count: 6 || Log posterior: -260917.93462279503 || Iter Time:0.042764902114868164 || Total time:21.861849069595337 Iteration: 61 || Clusters count: 6 || Log posterior: -260847.18234972883 || Iter Time:0.0069179534912109375 || Total time:21.868767023086548 Iteration: 62 || Clusters count: 6 || Log posterior: -260781.5470982568 || Iter Time:0.007025957107543945 || Total time:21.875792980194092 Loading and distributing data: 0.000537 seconds (128 allocations: 395.789 KiB) Iteration: 63 || Clusters count: 6 || Log posterior: -261174.2423038031 || Iter Time:0.007119178771972656 || Total time:21.882912158966064 Iteration: 64 || Clusters count: 6 || Log posterior: -261135.32500782184 || Iter Time:0.7460689544677734 || Total time:22.628981113433838 Iteration: 65 || Clusters count: 6 || Log posterior: -261127.797662601 || Iter Time:0.007074117660522461 || Total time:22.63605523109436 Iteration: 66 || Clusters count: 6 || Log posterior: -261135.37185876744 || Iter Time:0.006890773773193359 || Total time:22.642946004867554 Iteration: 67 || Clusters count: 6 || Log posterior: -261124.52976794998 || Iter Time:0.0068509578704833984 || Total time:22.649796962738037 Iteration: 68 || Clusters count: 6 || Log posterior: -261128.3729037971 || Iter Time:0.006887912750244141 || Total 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Iteration: 76 || Clusters count: 8 || Log posterior: -260379.4388247034 || Iter Time:0.008034944534301758 || Total time:22.718223810195923 Iteration: 77 || Clusters count: 8 || Log posterior: -260347.25842964448 || Iter Time:0.027096033096313477 || Total time:22.745319843292236 Iteration: 78 || Clusters count: 8 || Log posterior: -260348.58926328493 || Iter Time:0.008401155471801758 || Total time:22.753720998764038 Iteration: 79 || Clusters count: 8 || Log posterior: -260342.78532124555 || Iter Time:0.007590055465698242 || Total time:22.761311054229736 Iteration: 80 || Clusters count: 8 || Log posterior: -260324.57277792037 || Iter Time:0.007022857666015625 || Total time:22.768333911895752 Iteration: 81 || Clusters count: 8 || Log posterior: -260338.38536380016 || Iter Time:0.007025957107543945 || Total time:22.775359869003296 Iteration: 82 || Clusters count: 8 || Log posterior: -260319.36607830328 || Iter Time:0.006963968276977539 || Total time:22.782323837280273 Iteration: 83 || Clusters count: 8 || Log posterior: -260266.9458679701 || Iter Time:0.006606101989746094 || Total time:22.78892993927002 Loading and distributing data: 0.000418 seconds (128 allocations: 395.789 KiB) Iteration: 84 || Clusters count: 8 || Log posterior: -260171.82423054244 || Iter Time:0.007380008697509766 || Total time:22.79630994796753 Iteration: 85 || Clusters count: 8 || Log posterior: -260106.2390955558 || Iter Time:0.007245063781738281 || Total time:22.803555011749268 Iteration: 86 || Clusters count: 8 || Log posterior: -260079.28875200826 || Iter Time:0.0075380802154541016 || Total time:22.81109309196472 Iteration: 87 || Clusters count: 11 || Log posterior: -259127.9710747881 || Iter Time:0.01012110710144043 || Total time:22.821214199066162 Iteration: 88 || Clusters count: 11 || Log posterior: -258823.24464014557 || Iter Time:0.02007007598876953 || Total time:22.84128427505493 Iteration: 89 || Clusters count: 12 || Log posterior: -258564.56303722592 || Iter 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Time:0.01140904426574707 || Total time:23.005784034729004 Iteration: 104 || Clusters count: 13 || Log posterior: -258294.2677138153 || Iter Time:0.011520862579345703 || Total time:23.01730489730835 Loading and distributing data: 0.000558 seconds (128 allocations: 395.789 KiB) Iteration: 105 || Clusters count: 16 || Log posterior: -256720.62512031465 || Iter Time:0.014133930206298828 || Total time:23.03143882751465 Iteration: 106 || Clusters count: 17 || Log posterior: -256137.4040414301 || Iter Time:0.01288604736328125 || Total time:23.04432487487793 Iteration: 107 || Clusters count: 17 || Log posterior: -256088.03667642447 || Iter Time:0.017191171646118164 || Total time:23.061516046524048 Iteration: 108 || Clusters count: 17 || Log posterior: -256092.811446879 || Iter Time:0.012301921844482422 || Total time:23.07381796836853 Iteration: 109 || Clusters count: 17 || Log posterior: -256086.0370179653 || Iter Time:0.011765003204345703 || Total time:23.085582971572876 Iteration: 110 || 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-255116.3209881727 || Iter Time:0.023173093795776367 || Total time:24.221866369247437 Iteration: 166 || Clusters count: 20 || Log posterior: -255120.11684056104 || Iter Time:0.023540973663330078 || Total time:24.245407342910767 Iteration: 167 || Clusters count: 20 || Log posterior: -255116.3217967333 || Iter Time:0.02284693717956543 || Total time:24.268254280090332 Loading and distributing data: 0.000467 seconds (128 allocations: 395.789 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255080.4919939981 || Iter Time:0.020509958267211914 || Total time:24.288764238357544 Iteration: 169 || Clusters count: 20 || Log posterior: -255071.12680858746 || Iter Time:0.020344972610473633 || Total time:24.309109210968018 Iteration: 170 || Clusters count: 20 || Log posterior: -255065.80610003587 || Iter Time:0.02641010284423828 || Total time:24.335519313812256 Iteration: 171 || Clusters count: 20 || Log posterior: -255056.98542499528 || Iter Time:0.021873950958251953 || Total 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time:24.68038249015808 Iteration: 186 || Clusters count: 20 || Log posterior: -255054.76465836095 || Iter Time:0.022845983505249023 || Total time:24.70322847366333 Iteration: 187 || Clusters count: 20 || Log posterior: -255057.72011103688 || Iter Time:0.029179096221923828 || Total time:24.732407569885254 Iteration: 188 || Clusters count: 20 || Log posterior: -255054.55233444207 || Iter Time:0.022899866104125977 || Total time:24.75530743598938 Loading and distributing data: 0.000542 seconds (128 allocations: 395.789 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254899.19324673296 || Iter Time:0.024486064910888672 || Total time:24.77979350090027 Iteration: 190 || Clusters count: 20 || Log posterior: -254878.48886301616 || Iter Time:0.02435588836669922 || Total time:24.804149389266968 Iteration: 191 || Clusters count: 20 || Log posterior: -254868.40350903207 || Iter Time:0.024420976638793945 || Total time:24.82857036590576 Iteration: 192 || Clusters count: 20 || Log posterior: -254869.06615723146 || Iter Time:0.02778792381286621 || Total time:24.856358289718628 Iteration: 193 || Clusters count: 20 || Log posterior: -254867.92001298408 || Iter Time:0.02472400665283203 || Total time:24.88108229637146 Iteration: 194 || Clusters count: 20 || Log posterior: -254868.61918586766 || Iter Time:0.024266958236694336 || Total time:24.905349254608154 Iteration: 195 || Clusters count: 20 || Log posterior: -254871.8689513942 || Iter Time:0.02816295623779297 || Total time:24.933512210845947 Iteration: 196 || Clusters count: 20 || Log posterior: -254877.72904206743 || Iter Time:0.02387094497680664 || Total time:24.957383155822754 Iteration: 197 || Clusters count: 20 || Log posterior: -254872.52866770918 || Iter Time:0.026440143585205078 || Total time:24.98382329940796 Iteration: 198 || Clusters count: 20 || Log posterior: -254871.43130800186 || Iter Time:0.022778987884521484 || Total time:25.00660228729248 Iteration: 199 || Clusters count: 20 || Log posterior: -254867.92001298408 || Iter Time:0.021471023559570312 || Total time:25.02807331085205 Iteration: 200 || Clusters count: 20 || Log posterior: -254873.42192720238 || Iter Time:0.026768922805786133 || Total time:25.054842233657837 Iteration: 201 || Clusters count: 20 || Log posterior: -254874.65141721093 || Iter Time:0.024498939514160156 || Total time:25.079341173171997 Iteration: 202 || Clusters count: 20 || Log posterior: -254872.7097633293 || Iter Time:0.02537703514099121 || Total time:25.10471820831299 Iteration: 203 || Clusters count: 20 || Log posterior: -254870.89876150378 || Iter Time:0.028628110885620117 || Total time:25.13334631919861 Iteration: 204 || Clusters count: 20 || Log posterior: -254870.89876150378 || Iter Time:0.02433490753173828 || Total time:25.157681226730347 Iteration: 205 || Clusters count: 20 || Log posterior: -254874.9180438062 || Iter Time:0.02788400650024414 || Total time:25.18556523323059 Iteration: 206 || Clusters count: 20 || Log posterior: -254878.37526497772 || Iter Time:0.024815082550048828 || Total time:25.21038031578064 Iteration: 207 || Clusters count: 20 || Log posterior: -254869.79569218535 || Iter Time:0.02451777458190918 || Total time:25.23489809036255 Iteration: 208 || Clusters count: 20 || Log posterior: -254867.45578866533 || Iter Time:0.02805495262145996 || Total time:25.26295304298401 Iteration: 209 || Clusters count: 20 || Log posterior: -254867.45578866533 || Iter Time:0.022927045822143555 || Total time:25.285880088806152 NMI: 0.7364910165793597 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m22.7s [10511, 4122, 199865, 46886, 12102, 12064, 105155, 56074, 89275, 105714, 142652, 38922, 28862, 518, 34526, 27472, 831, 7203, 25885, 51361] Loading and distributing data: 0.000328 seconds (128 allocations: 12.977 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6921.624441334005 || Iter Time:4.3966429233551025 || Total time:4.3966429233551025 Iteration: 1 || Clusters count: 1 || Log posterior: -6921.624441334005 || Iter Time:0.002035856246948242 || Total time:4.398678779602051 Iteration: 2 || Clusters count: 1 || Log posterior: -6921.624441334005 || Iter Time:0.0014801025390625 || Total time:4.400158882141113 Iteration: 3 || Clusters count: 1 || Log posterior: -6921.624441334005 || Iter Time:0.00144195556640625 || Total time:4.4016008377075195 Iteration: 4 || Clusters count: 1 || Log posterior: -6921.624441334005 || Iter Time:0.0014469623565673828 || Total time:4.403047800064087 Iteration: 5 || Clusters count: 1 || Log posterior: -6921.624441334005 || Iter Time:0.0014069080352783203 || Total time:4.404454708099365 Iteration: 6 || Clusters count: 1 || Log posterior: -6921.624441334005 || Iter Time:0.0016658306121826172 || Total time:4.406120538711548 Iteration: 7 || Clusters count: 1 || Log posterior: -6921.624441334005 || Iter Time:0.0016489028930664062 || Total time:4.407769441604614 Iteration: 8 || Clusters count: 2 || Log posterior: -6518.376573645852 || Iter Time:0.1420900821685791 || Total time:4.549859523773193 Iteration: 9 || Clusters count: 2 || Log posterior: -6499.1589215977065 || Iter Time:0.0021300315856933594 || Total time:4.551989555358887 Iteration: 10 || Clusters count: 2 || Log posterior: -6507.502096173508 || Iter Time:0.0020089149475097656 || Total time:4.5539984703063965 Iteration: 11 || Clusters count: 2 || Log posterior: -6514.377868804959 || Iter Time:0.0022230148315429688 || Total time:4.5562214851379395 Iteration: 12 || Clusters count: 2 || Log posterior: -6506.27026080703 || Iter Time:0.002195119857788086 || Total time:4.5584166049957275 Iteration: 13 || Clusters count: 2 || Log posterior: -6504.67860589587 || Iter Time:0.002054929733276367 || Total time:4.560471534729004 Iteration: 14 || Clusters count: 2 || Log posterior: -6510.133883951148 || Iter Time:0.0021409988403320312 || Total time:4.562612533569336 Iteration: 15 || Clusters count: 2 || Log posterior: -6516.747591461259 || Iter Time:0.002053976058959961 || Total time:4.564666509628296 Iteration: 16 || Clusters count: 2 || Log posterior: -6497.094236188741 || Iter Time:0.0020411014556884766 || Total time:4.566707611083984 Iteration: 17 || Clusters count: 2 || Log posterior: -6526.112437780352 || Iter Time:0.002076864242553711 || Total time:4.568784475326538 Iteration: 18 || Clusters count: 3 || Log posterior: -6432.555478492433 || Iter Time:0.004104137420654297 || Total time:4.572888612747192 Iteration: 19 || Clusters count: 3 || Log posterior: -6409.9166969111775 || Iter Time:0.002440929412841797 || Total time:4.575329542160034 Iteration: 20 || Clusters count: 3 || Log posterior: -6414.4288514909085 || Iter Time:0.002599954605102539 || Total time:4.577929496765137 Iteration: 21 || Clusters count: 3 || Log posterior: -6414.437628927452 || Iter Time:0.002716064453125 || Total time:4.580645561218262 Iteration: 22 || Clusters count: 3 || Log posterior: -6422.102210542509 || Iter Time:0.0032927989959716797 || Total time:4.583938360214233 Iteration: 23 || Clusters count: 3 || Log posterior: -6411.494078000004 || Iter Time:0.0029680728912353516 || Total time:4.586906433105469 Iteration: 24 || Clusters count: 3 || Log posterior: -6412.773520980328 || Iter Time:0.0025370121002197266 || Total time:4.5894434452056885 Iteration: 25 || Clusters count: 3 || Log posterior: -6431.880218177989 || Iter Time:0.002560138702392578 || Total time:4.592003583908081 Iteration: 26 || Clusters count: 3 || Log posterior: -6423.135427013644 || Iter Time:0.0024640560150146484 || Total time:4.594467639923096 Iteration: 27 || Clusters count: 3 || Log posterior: -6418.908628907932 || Iter Time:0.002241849899291992 || Total time:4.596709489822388 Iteration: 28 || Clusters count: 4 || Log posterior: -6223.693348359757 || Iter Time:0.004405021667480469 || Total time:4.601114511489868 Iteration: 29 || Clusters count: 5 || Log posterior: -6133.560419276024 || Iter Time:0.003988981246948242 || Total time:4.605103492736816 Iteration: 30 || Clusters count: 5 || Log posterior: -5960.511974649006 || Iter Time:1.0712180137634277 || Total time:5.676321506500244 false [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 4, 4, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 4, 4, 4, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 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: 0.000229 seconds (128 allocations: 12.977 KiB) Iteration: 31 || Clusters count: 5 || Log posterior: -5830.7095575998555 || Iter Time:0.026781797409057617 || Total time:5.703103303909302 Iteration: 32 || Clusters count: 5 || Log posterior: -5746.123615827939 || Iter Time:0.5347900390625 || Total time:6.237893342971802 Loading and distributing data: 0.000111 seconds (128 allocations: 12.977 KiB) Iteration: 33 || Clusters count: 5 || Log posterior: -4926.90827583807 || Iter Time:0.0029680728912353516 || Total time:6.240861415863037 Iteration: 34 || Clusters count: 5 || Log posterior: -4829.030923618852 || Iter Time:0.004823207855224609 || Total time:6.245684623718262 Loading and distributing data: 0.000128 seconds (128 allocations: 12.977 KiB) Iteration: 35 || Clusters count: 5 || Log posterior: -4677.373997485774 || Iter Time:0.0029039382934570312 || Total time:6.248588562011719 Iteration: 36 || Clusters count: 5 || Log posterior: -4575.558013393887 || Iter Time:0.004956960678100586 || Total time:6.253545522689819 Loading and distributing data: 0.000121 seconds (128 allocations: 12.977 KiB) Iteration: 37 || Clusters count: 5 || Log posterior: -4684.642155970705 || Iter Time:0.003415822982788086 || Total time:6.256961345672607 Iteration: 38 || Clusters count: 5 || Log posterior: -4576.621578942841 || Iter Time:0.005246162414550781 || Total time:6.262207508087158 Loading and distributing data: 0.000125 seconds (128 allocations: 12.977 KiB) Iteration: 39 || Clusters count: 5 || Log posterior: -4677.899917091263 || Iter Time:0.003774881362915039 || Total time:6.265982389450073 Iteration: 40 || Clusters count: 5 || Log posterior: -4602.843798811534 || Iter Time:0.005268096923828125 || Total time:6.271250486373901 Loading and distributing data: 0.000120 seconds (128 allocations: 12.977 KiB) Iteration: 41 || Clusters count: 5 || Log posterior: -4633.2971990538235 || Iter Time:0.0029439926147460938 || Total time:6.2741944789886475 Iteration: 42 || Clusters count: 5 || Log posterior: -4554.630312190463 || Iter Time:0.004733085632324219 || Total time:6.278927564620972 Loading and distributing data: 0.000110 seconds (128 allocations: 12.977 KiB) Iteration: 43 || Clusters count: 6 || Log posterior: -4519.065298254378 || Iter Time:0.0816659927368164 || Total time:6.360593557357788 Iteration: 44 || Clusters count: 6 || Log posterior: -4390.760780787723 || Iter Time:0.005177021026611328 || Total time:6.365770578384399 Loading and distributing data: 0.000098 seconds (128 allocations: 12.977 KiB) Iteration: 45 || Clusters count: 6 || Log posterior: -4421.342803254255 || Iter Time:0.003305196762084961 || Total time:6.369075775146484 Iteration: 46 || Clusters count: 6 || Log posterior: -4348.9604019141 || Iter Time:0.005121946334838867 || Total time:6.374197721481323 Loading and distributing data: 0.000097 seconds (128 allocations: 12.977 KiB) Iteration: 47 || Clusters count: 6 || Log posterior: -4375.719826375848 || Iter Time:0.0033321380615234375 || Total time:6.377529859542847 Iteration: 48 || Clusters count: 6 || Log posterior: -4310.33975268645 || Iter Time:0.005316972732543945 || Total time:6.382846832275391 Loading and distributing data: 0.000111 seconds (128 allocations: 12.977 KiB) Iteration: 49 || Clusters count: 6 || Log posterior: -4416.55203321951 || Iter Time:0.0035071372985839844 || Total time:6.386353969573975 Iteration: 50 || Clusters count: 6 || Log posterior: -4350.991508061808 || Iter Time:0.005095958709716797 || Total time:6.391449928283691 Loading and distributing data: 0.000092 seconds (128 allocations: 12.977 KiB) Iteration: 51 || Clusters count: 6 || Log posterior: -4443.561222819762 || Iter Time:0.0031921863555908203 || Total time:6.394642114639282 Iteration: 52 || Clusters count: 6 || Log posterior: -4382.77698723066 || Iter Time:0.005339860916137695 || Total time:6.39998197555542 Loading and distributing data: 0.000093 seconds (128 allocations: 12.977 KiB) Iteration: 53 || Clusters count: 6 || Log posterior: -4435.582816382832 || Iter Time:0.004032135009765625 || Total time:6.4040141105651855 Iteration: 54 || Clusters count: 6 || Log posterior: -4354.309438232225 || Iter Time:0.005901813507080078 || Total time:6.409915924072266 Loading and distributing data: 0.000107 seconds (128 allocations: 12.977 KiB) Iteration: 55 || Clusters count: 7 || Log posterior: -4424.84826196299 || Iter Time:0.004920005798339844 || Total time:6.4148359298706055 Iteration: 56 || Clusters count: 7 || Log posterior: -4307.107118352294 || Iter Time:0.006505012512207031 || Total time:6.4213409423828125 Loading and distributing data: 0.000106 seconds (128 allocations: 12.977 KiB) Iteration: 57 || Clusters count: 8 || Log posterior: -4325.985989778847 || Iter Time:0.004951953887939453 || Total time:6.426292896270752 Iteration: 58 || Clusters count: 8 || Log posterior: -4153.579534417251 || Iter Time:0.00718998908996582 || Total time:6.433482885360718 Loading and distributing data: 0.000105 seconds (128 allocations: 12.977 KiB) Iteration: 59 || Clusters count: 8 || Log posterior: -4139.542976581887 || Iter Time:0.0043871402740478516 || Total time:6.437870025634766 Iteration: 60 || Clusters count: 8 || Log posterior: -4048.785241354384 || Iter Time:0.007420063018798828 || Total time:6.4452900886535645 Loading and distributing data: 0.000109 seconds (128 allocations: 12.977 KiB) Iteration: 61 || Clusters count: 8 || Log posterior: -3990.713025005666 || Iter Time:0.004756927490234375 || Total time:6.450047016143799 Iteration: 62 || Clusters count: 8 || Log posterior: -3947.325677913137 || Iter Time:0.007324934005737305 || Total time:6.457371950149536 Loading and distributing data: 0.000117 seconds (128 allocations: 12.977 KiB) Iteration: 63 || Clusters count: 8 || Log posterior: -3975.4826505729225 || Iter Time:0.0046710968017578125 || Total time:6.462043046951294 Iteration: 64 || Clusters count: 8 || Log posterior: -3931.3960516705674 || Iter Time:0.0071718692779541016 || Total time:6.469214916229248 Loading and distributing data: 0.000101 seconds (128 allocations: 12.977 KiB) Iteration: 65 || Clusters count: 8 || Log posterior: -3994.52529418733 || Iter Time:0.0048220157623291016 || Total time:6.474036931991577 Iteration: 66 || Clusters count: 8 || Log posterior: -3966.7055600159147 || Iter Time:0.007905960083007812 || Total time:6.481942892074585 Loading and distributing data: 0.000100 seconds (128 allocations: 12.977 KiB) Iteration: 67 || Clusters count: 8 || Log posterior: -4041.820603227172 || Iter Time:0.006029844284057617 || Total time:6.487972736358643 Iteration: 68 || Clusters count: 8 || Log posterior: -3988.0452681291194 || Iter Time:0.008723974227905273 || Total time:6.496696710586548 Loading and distributing data: 0.000114 seconds (128 allocations: 12.977 KiB) Iteration: 69 || Clusters count: 9 || Log posterior: -4038.2886616122123 || Iter Time:0.006245136260986328 || Total time:6.502941846847534 Iteration: 70 || Clusters count: 9 || Log posterior: -3963.2704636178114 || Iter Time:0.008877992630004883 || Total time:6.511819839477539 Loading and distributing data: 0.000103 seconds (128 allocations: 12.977 KiB) Iteration: 71 || Clusters count: 9 || Log posterior: -3956.779003391567 || Iter Time:0.0058939456939697266 || Total time:6.517713785171509 Iteration: 72 || Clusters count: 9 || Log posterior: -3913.2141475455683 || Iter Time:0.009831905364990234 || Total time:6.527545690536499 Loading and distributing data: 0.000121 seconds (128 allocations: 12.977 KiB) Iteration: 73 || Clusters count: 9 || Log posterior: -3940.4666553177685 || Iter Time:0.006727933883666992 || Total time:6.534273624420166 Iteration: 74 || Clusters count: 9 || Log posterior: -3876.91574384229 || Iter Time:0.00928807258605957 || Total time:6.543561697006226 Loading and distributing data: 0.000115 seconds (128 allocations: 12.977 KiB) Iteration: 75 || Clusters count: 9 || Log posterior: -3921.297800744948 || Iter Time:0.006276845932006836 || Total time:6.549838542938232 Iteration: 76 || Clusters count: 9 || Log posterior: -3868.009361402821 || Iter Time:0.009068012237548828 || Total time:6.558906555175781 Loading and distributing data: 0.000122 seconds (128 allocations: 12.977 KiB) Iteration: 77 || Clusters count: 9 || Log posterior: -3887.5394419981994 || Iter Time:0.005880117416381836 || Total time:6.564786672592163 Iteration: 78 || Clusters count: 9 || Log posterior: -3856.300409706769 || Iter Time:0.009099006652832031 || Total time:6.573885679244995 Loading and distributing data: 0.000116 seconds (128 allocations: 12.977 KiB) Iteration: 79 || Clusters count: 9 || Log posterior: -3895.624672485467 || Iter Time:0.007093191146850586 || Total time:6.580978870391846 Iteration: 80 || Clusters count: 9 || Log posterior: -3837.905687698692 || Iter Time:0.010580062866210938 || Total time:6.591558933258057 Loading and distributing data: 0.000117 seconds (128 allocations: 12.977 KiB) Iteration: 81 || Clusters count: 9 || Log posterior: -3897.9606591291367 || Iter Time:0.008107900619506836 || Total time:6.5996668338775635 Iteration: 82 || Clusters count: 9 || Log posterior: -3857.0110834786005 || Iter Time:0.01061701774597168 || Total time:6.610283851623535 Loading and distributing data: 0.000128 seconds (128 allocations: 12.977 KiB) Iteration: 83 || Clusters count: 9 || Log posterior: -3872.8332498122454 || Iter Time:0.0075609683990478516 || Total time:6.617844820022583 Iteration: 84 || Clusters count: 9 || Log posterior: -3827.227175902179 || Iter Time:0.010286092758178711 || Total time:6.628130912780762 Loading and distributing data: 0.000117 seconds (128 allocations: 12.977 KiB) Iteration: 85 || Clusters count: 9 || Log posterior: -3855.7824674020417 || Iter Time:0.007248878479003906 || Total time:6.635379791259766 Iteration: 86 || Clusters count: 9 || Log posterior: -3815.0124452670225 || Iter Time:0.010065078735351562 || Total time:6.645444869995117 Loading and distributing data: 0.000110 seconds (128 allocations: 12.977 KiB) Iteration: 87 || Clusters count: 9 || Log posterior: -3897.9028702153246 || Iter Time:0.007520914077758789 || Total time:6.652965784072876 Iteration: 88 || Clusters count: 9 || Log posterior: -3845.684083819638 || Iter Time:0.009830951690673828 || Total time:6.66279673576355 Loading and distributing data: 0.000110 seconds (128 allocations: 12.977 KiB) Iteration: 89 || Clusters count: 9 || Log posterior: -3889.4304607381146 || Iter Time:0.006999015808105469 || Total time:6.669795751571655 Iteration: 90 || Clusters count: 9 || Log posterior: -3854.6599995656325 || Iter Time:0.009449005126953125 || Total time:6.679244756698608 Loading and distributing data: 0.000116 seconds (128 allocations: 12.977 KiB) Iteration: 91 || Clusters count: 9 || Log posterior: -3930.2274628914192 || Iter Time:0.006897926330566406 || Total time:6.686142683029175 Iteration: 92 || Clusters count: 9 || Log posterior: -3875.5364201103894 || Iter Time:0.00964808464050293 || Total time:6.695790767669678 Loading and distributing data: 0.000131 seconds (128 allocations: 12.977 KiB) Iteration: 93 || Clusters count: 9 || Log posterior: -3886.374554531825 || Iter Time:0.007272005081176758 || Total time:6.7030627727508545 Iteration: 94 || Clusters count: 9 || Log posterior: -3848.842895526166 || Iter Time:0.009598016738891602 || Total time:6.712660789489746 Loading and distributing data: 0.000104 seconds (128 allocations: 12.977 KiB) Iteration: 95 || Clusters count: 9 || Log posterior: -3922.3673241298357 || Iter Time:0.006591081619262695 || Total time:6.719251871109009 Iteration: 96 || Clusters count: 9 || Log posterior: -3857.329954506053 || Iter Time:0.008729934692382812 || Total time:6.727981805801392 Loading and distributing data: 0.000099 seconds (128 allocations: 12.977 KiB) Iteration: 97 || Clusters count: 9 || Log posterior: -3910.2710186808126 || Iter Time:0.006793022155761719 || Total time:6.734774827957153 Iteration: 98 || Clusters count: 9 || Log posterior: -3869.7880749727306 || Iter Time:0.00884389877319336 || Total time:6.743618726730347 Loading and distributing data: 0.000102 seconds (128 allocations: 12.977 KiB) Iteration: 99 || Clusters count: 9 || Log posterior: -3900.9409457996016 || Iter Time:0.006890058517456055 || Total time:6.750508785247803 Iteration: 100 || Clusters count: 9 || Log posterior: -3867.0222239895843 || Iter Time:0.009109973907470703 || Total time:6.759618759155273 Loading and distributing data: 0.000102 seconds (128 allocations: 12.977 KiB) Iteration: 101 || Clusters count: 9 || Log posterior: -3866.948760399125 || Iter Time:0.007228851318359375 || Total time:6.766847610473633 Iteration: 102 || Clusters count: 9 || Log posterior: -3833.616772439782 || Iter Time:0.01004791259765625 || Total time:6.776895523071289 Loading and distributing data: 0.000126 seconds (128 allocations: 12.977 KiB) Iteration: 103 || Clusters count: 9 || Log posterior: -3845.9939718211044 || Iter Time:0.007009983062744141 || Total time:6.783905506134033 Iteration: 104 || Clusters count: 9 || Log posterior: -3806.289629650356 || Iter Time:0.010038137435913086 || Total time:6.793943643569946 Loading and distributing data: 0.000111 seconds (128 allocations: 12.977 KiB) Iteration: 105 || Clusters count: 9 || Log posterior: -3861.5809592123674 || Iter Time:0.006943225860595703 || Total time:6.800886869430542 Iteration: 106 || Clusters count: 9 || Log posterior: -3818.9074851165624 || Iter Time:0.010192155838012695 || Total time:6.811079025268555 Loading and distributing data: 0.000112 seconds (128 allocations: 12.977 KiB) Iteration: 107 || Clusters count: 9 || Log posterior: -3852.700231002325 || Iter Time:0.0070340633392333984 || Total time:6.818113088607788 Iteration: 108 || Clusters count: 9 || Log posterior: -3826.844279981127 || Iter Time:0.010169029235839844 || Total time:6.828282117843628 Loading and distributing data: 0.000109 seconds (128 allocations: 12.977 KiB) Iteration: 109 || Clusters count: 9 || Log posterior: -3901.334129580409 || Iter Time:0.006927967071533203 || Total time:6.835210084915161 Iteration: 110 || Clusters count: 9 || Log posterior: -3869.531743507064 || Iter 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Iteration: 1001 || Clusters count: 10 || Log posterior: -3875.0692532966827 || Iter Time:0.00832509994506836 || Total time:15.700536966323853 Iteration: 1002 || Clusters count: 10 || Log posterior: -3844.6683385336164 || Iter Time:0.011231184005737305 || Total time:15.71176815032959 Loading and distributing data: 0.000109 seconds (129 allocations: 12.992 KiB) Iteration: 1003 || Clusters count: 10 || Log posterior: -3903.1036368654554 || Iter Time:0.008752107620239258 || Total time:15.720520257949829 Iteration: 1004 || Clusters count: 10 || Log posterior: -3858.9719505562157 || Iter Time:0.011134862899780273 || Total time:15.73165512084961 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1005 || Clusters count: 10 || Log posterior: -3881.452376381055 || Iter Time:0.009219169616699219 || Total time:15.740874290466309 Iteration: 1006 || Clusters count: 10 || Log posterior: -3825.3122038630986 || Iter Time:0.012369871139526367 || Total 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Iteration: 1309 || Clusters count: 10 || Log posterior: -3879.8132793006234 || Iter Time:0.00917816162109375 || Total time:18.946956634521484 Iteration: 1310 || Clusters count: 10 || Log posterior: -3856.6244686528034 || Iter Time:0.011855840682983398 || Total time:18.958812475204468 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1311 || Clusters count: 10 || Log posterior: -3815.7182710364023 || Iter Time:0.009097814559936523 || Total time:18.967910289764404 Iteration: 1312 || Clusters count: 10 || Log posterior: -3797.434302165945 || Iter Time:0.011880874633789062 || Total time:18.979791164398193 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1313 || Clusters count: 10 || Log posterior: -3894.9362746941333 || Iter Time:0.008991003036499023 || Total time:18.988782167434692 Iteration: 1314 || Clusters count: 10 || Log posterior: -3843.4713689453133 || Iter Time:0.011963129043579102 || Total 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Iteration: 1551 || Clusters count: 10 || Log posterior: -3852.5709729766186 || Iter Time:0.008154869079589844 || Total time:21.42544960975647 Iteration: 1552 || Clusters count: 10 || Log posterior: -3808.3115986994 || Iter Time:0.011248111724853516 || Total time:21.436697721481323 Loading and distributing data: 0.000110 seconds (129 allocations: 12.992 KiB) Iteration: 1553 || Clusters count: 10 || Log posterior: -3820.053325891483 || Iter Time:0.008914947509765625 || Total time:21.44561266899109 Iteration: 1554 || Clusters count: 10 || Log posterior: -3784.877197981601 || Iter Time:0.011178970336914062 || Total time:21.456791639328003 Loading and distributing data: 0.000113 seconds (129 allocations: 12.992 KiB) Iteration: 1555 || Clusters count: 10 || Log posterior: -3852.771334487587 || Iter Time:0.00838613510131836 || Total time:21.46517777442932 Iteration: 1556 || Clusters count: 10 || Log posterior: -3814.564132148984 || Iter Time:0.011492013931274414 || Total 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10 || Log posterior: -3894.3748161847047 || Iter Time:0.01182413101196289 || Total time:24.26760721206665 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1827 || Clusters count: 10 || Log posterior: -3913.3800673479464 || Iter Time:0.008053064346313477 || Total time:24.275660276412964 Iteration: 1828 || Clusters count: 10 || Log posterior: -3880.120959585827 || Iter Time:0.011456012725830078 || Total time:24.287116289138794 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 1829 || Clusters count: 10 || Log posterior: -3850.9882803026694 || Iter Time:0.008239030838012695 || Total time:24.295355319976807 Iteration: 1830 || Clusters count: 10 || Log posterior: -3796.8983326611537 || Iter Time:0.0117340087890625 || Total time:24.30708932876587 Loading and distributing data: 0.000110 seconds (129 allocations: 12.992 KiB) Iteration: 1831 || Clusters count: 10 || Log posterior: -3868.3873768833496 || Iter 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Iteration: 1837 || Clusters count: 10 || Log posterior: -3794.739514413342 || Iter Time:0.007840156555175781 || Total time:24.373448133468628 Iteration: 1838 || Clusters count: 10 || Log posterior: -3750.2853395908714 || Iter Time:0.010383129119873047 || Total time:24.3838312625885 Loading and distributing data: 0.000102 seconds (129 allocations: 12.992 KiB) Iteration: 1839 || Clusters count: 10 || Log posterior: -3820.480090825127 || Iter Time:0.0070989131927490234 || Total time:24.39093017578125 Iteration: 1840 || Clusters count: 10 || Log posterior: -3771.255963536661 || Iter Time:0.010207176208496094 || Total time:24.401137351989746 Loading and distributing data: 0.000106 seconds (129 allocations: 12.992 KiB) Iteration: 1841 || Clusters count: 10 || Log posterior: -3916.087615740605 || Iter Time:0.007066965103149414 || Total time:24.408204317092896 Iteration: 1842 || Clusters count: 10 || Log posterior: -3863.768476472495 || Iter Time:0.010275840759277344 || Total 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Iteration: 1859 || Clusters count: 10 || Log posterior: -3916.392051457389 || Iter Time:0.008175849914550781 || Total time:24.5892972946167 Iteration: 1860 || Clusters count: 10 || Log posterior: -3850.4526998291763 || Iter Time:0.011768102645874023 || Total time:24.601065397262573 Loading and distributing data: 0.000113 seconds (129 allocations: 12.992 KiB) Iteration: 1861 || Clusters count: 10 || Log posterior: -3849.6166807873897 || Iter Time:0.009047985076904297 || Total time:24.610113382339478 Iteration: 1862 || Clusters count: 10 || Log posterior: -3813.212440218441 || Iter Time:0.01619100570678711 || Total time:24.626304388046265 Loading and distributing data: 0.000108 seconds (129 allocations: 12.992 KiB) Iteration: 1863 || Clusters count: 10 || Log posterior: -3911.084840399033 || Iter Time:0.011617898941040039 || Total time:24.637922286987305 Iteration: 1864 || Clusters count: 10 || Log posterior: -3852.5308222529943 || Iter Time:0.011540889739990234 || Total 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KiB) Iteration: 1881 || Clusters count: 10 || Log posterior: -3901.4585780188845 || Iter Time:0.007993936538696289 || Total time:24.834163427352905 Iteration: 1882 || Clusters count: 10 || Log posterior: -3853.557668631369 || Iter Time:0.011039018630981445 || Total time:24.845202445983887 Loading and distributing data: 0.000105 seconds (129 allocations: 12.992 KiB) Iteration: 1883 || Clusters count: 10 || Log posterior: -3919.353487785027 || Iter Time:0.008135080337524414 || Total time:24.85333752632141 Iteration: 1884 || Clusters count: 10 || Log posterior: -3866.779965161598 || Iter Time:0.011320114135742188 || Total time:24.864657640457153 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1885 || Clusters count: 10 || Log posterior: -3915.948701886973 || Iter Time:0.008727073669433594 || Total time:24.873384714126587 Iteration: 1886 || Clusters count: 10 || Log posterior: -3885.142496196425 || Iter Time:0.011162996292114258 || Total time:24.8845477104187 Loading and distributing data: 0.000110 seconds (129 allocations: 12.992 KiB) Iteration: 1887 || Clusters count: 10 || Log posterior: -3893.2689308758977 || Iter Time:0.0080108642578125 || Total time:24.892558574676514 Iteration: 1888 || Clusters count: 10 || Log posterior: -3859.5811280950497 || Iter Time:0.011184930801391602 || Total time:24.903743505477905 Loading and distributing data: 0.000109 seconds (129 allocations: 12.992 KiB) Iteration: 1889 || Clusters count: 10 || Log posterior: -3887.1150735411657 || Iter Time:0.008422136306762695 || Total time:24.912165641784668 Iteration: 1890 || Clusters count: 10 || Log posterior: -3844.234516846694 || Iter Time:0.011833906173706055 || Total time:24.923999547958374 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1891 || Clusters count: 10 || Log posterior: -3854.2312333425252 || Iter Time:0.008345842361450195 || Total time:24.932345390319824 Iteration: 1892 || Clusters count: 10 || Log posterior: -3822.770199615268 || Iter Time:0.011799097061157227 || Total time:24.94414448738098 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 1893 || Clusters count: 10 || Log posterior: -3905.882838708937 || Iter Time:0.008629083633422852 || Total time:24.952773571014404 Iteration: 1894 || Clusters count: 10 || Log posterior: -3860.0884997528387 || Iter Time:0.012207984924316406 || Total time:24.96498155593872 Loading and distributing data: 0.000112 seconds (129 allocations: 12.992 KiB) Iteration: 1895 || Clusters count: 10 || Log posterior: -3921.5762144653104 || Iter Time:0.00893712043762207 || Total time:24.973918676376343 Iteration: 1896 || Clusters count: 10 || Log posterior: -3855.928856728771 || Iter Time:0.012332916259765625 || Total time:24.98625159263611 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1897 || Clusters count: 10 || Log posterior: -3872.4894010290695 || Iter Time:0.009204864501953125 || Total time:24.99545645713806 Iteration: 1898 || Clusters count: 10 || Log posterior: -3832.1149827656163 || Iter Time:0.01169896125793457 || Total time:25.007155418395996 Loading and distributing data: 0.000112 seconds (129 allocations: 12.992 KiB) Iteration: 1899 || Clusters count: 10 || Log posterior: -3896.265667710776 || Iter Time:0.008082866668701172 || Total time:25.015238285064697 Iteration: 1900 || Clusters count: 10 || Log posterior: -3851.7890450768045 || Iter Time:0.011461019515991211 || Total time:25.02669930458069 Loading and distributing data: 0.000112 seconds (129 allocations: 12.992 KiB) Iteration: 1901 || Clusters count: 10 || Log posterior: -3910.481131354887 || Iter Time:0.007985115051269531 || Total time:25.034684419631958 Iteration: 1902 || Clusters count: 10 || Log posterior: -3872.4244517524985 || Iter Time:0.011062145233154297 || Total time:25.045746564865112 Loading and distributing data: 0.000112 seconds (129 allocations: 12.992 KiB) Iteration: 1903 || Clusters count: 10 || Log posterior: -3960.2419543001174 || Iter Time:0.008148193359375 || Total time:25.053894758224487 Iteration: 1904 || Clusters count: 10 || Log posterior: -3897.9114471896632 || Iter Time:0.01087498664855957 || Total time:25.064769744873047 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1905 || Clusters count: 10 || Log posterior: -3944.7008919657296 || Iter Time:0.008169889450073242 || Total time:25.07293963432312 Iteration: 1906 || Clusters count: 10 || Log posterior: -3884.296004913933 || Iter Time:0.010624885559082031 || Total time:25.083564519882202 Loading and distributing data: 0.000105 seconds (129 allocations: 12.992 KiB) Iteration: 1907 || Clusters count: 10 || Log posterior: -3885.3117993456526 || Iter Time:0.007475137710571289 || Total time:25.091039657592773 Iteration: 1908 || Clusters count: 10 || Log posterior: -3819.35437875035 || Iter Time:0.010589838027954102 || Total time:25.101629495620728 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1909 || Clusters count: 10 || Log posterior: -3904.1078493626615 || Iter Time:0.007832050323486328 || Total time:25.109461545944214 Iteration: 1910 || Clusters count: 10 || Log posterior: -3848.581089839912 || Iter Time:0.010139942169189453 || Total time:25.119601488113403 Loading and distributing data: 0.000107 seconds (129 allocations: 12.992 KiB) Iteration: 1911 || Clusters count: 10 || Log posterior: -3882.04276485936 || Iter Time:0.00704193115234375 || Total time:25.126643419265747 Iteration: 1912 || Clusters count: 10 || Log posterior: -3846.8385567368573 || Iter Time:0.009593963623046875 || Total time:25.136237382888794 Loading and distributing data: 0.000098 seconds (129 allocations: 12.992 KiB) Iteration: 1913 || Clusters count: 10 || Log posterior: -3874.264124822533 || Iter Time:0.007128000259399414 || Total time:25.143365383148193 Iteration: 1914 || Clusters count: 10 || Log posterior: -3822.9987035305658 || Iter Time:0.009716987609863281 || Total time:25.153082370758057 Loading and distributing data: 0.000102 seconds (129 allocations: 12.992 KiB) Iteration: 1915 || Clusters count: 10 || Log posterior: -3867.6121898579213 || Iter Time:0.0077190399169921875 || Total time:25.16080141067505 Iteration: 1916 || Clusters count: 10 || Log posterior: -3838.029644099472 || Iter Time:0.010802030563354492 || Total time:25.171603441238403 Loading and distributing data: 0.000109 seconds (129 allocations: 12.992 KiB) Iteration: 1917 || Clusters count: 10 || Log posterior: -3872.251362622361 || Iter Time:0.007992982864379883 || Total time:25.179596424102783 Iteration: 1918 || Clusters count: 10 || Log posterior: -3832.1376698094864 || Iter Time:0.011515140533447266 || Total time:25.19111156463623 Loading and distributing data: 0.000108 seconds (129 allocations: 12.992 KiB) Iteration: 1919 || Clusters count: 10 || Log posterior: -3876.7606907811387 || Iter Time:0.007986068725585938 || Total time:25.199097633361816 Iteration: 1920 || Clusters count: 10 || Log posterior: -3839.572952805956 || Iter Time:0.011270999908447266 || Total time:25.210368633270264 Loading and distributing data: 0.000157 seconds (129 allocations: 12.992 KiB) Iteration: 1921 || Clusters count: 10 || Log posterior: -3839.5736080045763 || Iter Time:0.008346080780029297 || Total time:25.218714714050293 Iteration: 1922 || Clusters count: 10 || Log posterior: -3799.3312766283952 || Iter Time:0.01143789291381836 || Total time:25.23015260696411 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1923 || Clusters count: 10 || Log posterior: -3830.9845524367406 || Iter Time:0.023341894149780273 || Total time:25.25349450111389 Iteration: 1924 || Clusters count: 10 || Log posterior: -3803.926676999986 || Iter Time:0.012375116348266602 || Total time:25.265869617462158 Loading and distributing data: 0.000203 seconds (129 allocations: 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time:25.38146138191223 Loading and distributing data: 0.000111 seconds (129 allocations: 12.992 KiB) Iteration: 1931 || Clusters count: 10 || Log posterior: -3889.69997615724 || Iter Time:0.00828409194946289 || Total time:25.389745473861694 Iteration: 1932 || Clusters count: 10 || Log posterior: -3853.7625493108226 || Iter Time:0.011339902877807617 || Total time:25.401085376739502 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1933 || Clusters count: 10 || Log posterior: -3942.000975958586 || Iter Time:0.008629798889160156 || Total time:25.409715175628662 Iteration: 1934 || Clusters count: 10 || Log posterior: -3876.0725643910555 || Iter Time:0.011142969131469727 || Total time:25.420858144760132 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1935 || Clusters count: 10 || Log posterior: -3902.5654618169337 || Iter Time:0.007710933685302734 || Total time:25.428569078445435 Iteration: 1936 || Clusters count: 10 || Log posterior: -3846.6287504154984 || Iter Time:0.01125192642211914 || Total time:25.439821004867554 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 1937 || Clusters count: 10 || Log posterior: -3905.85941850399 || Iter Time:0.007869958877563477 || Total time:25.447690963745117 Iteration: 1938 || Clusters count: 10 || Log posterior: -3862.575259131322 || Iter Time:0.01067209243774414 || Total time:25.45836305618286 Loading and distributing data: 0.000105 seconds (129 allocations: 12.992 KiB) Iteration: 1939 || Clusters count: 10 || Log posterior: -3909.9458325340024 || Iter Time:0.006762981414794922 || Total time:25.465126037597656 Iteration: 1940 || Clusters count: 10 || Log posterior: -3869.3890788064077 || Iter Time:0.009752988815307617 || Total time:25.474879026412964 Loading and distributing data: 0.000106 seconds (129 allocations: 12.992 KiB) Iteration: 1941 || Clusters count: 10 || Log posterior: -3882.8563900672107 || Iter Time:0.006695985794067383 || Total time:25.48157501220703 Iteration: 1942 || Clusters count: 10 || Log posterior: -3836.8368147055176 || Iter Time:0.009727001190185547 || Total time:25.491302013397217 Loading and distributing data: 0.000101 seconds (129 allocations: 12.992 KiB) Iteration: 1943 || Clusters count: 10 || Log posterior: -3847.2742420123777 || Iter Time:0.006890058517456055 || Total time:25.498192071914673 Iteration: 1944 || Clusters count: 10 || Log posterior: -3799.4599324558085 || Iter Time:0.010468006134033203 || Total time:25.508660078048706 Loading and distributing data: 0.000103 seconds (129 allocations: 12.992 KiB) Iteration: 1945 || Clusters count: 10 || Log posterior: -3888.206253505867 || Iter Time:0.007915973663330078 || Total time:25.516576051712036 Iteration: 1946 || Clusters count: 10 || Log posterior: -3850.2859527658925 || Iter Time:0.011244058609008789 || Total time:25.527820110321045 Loading and distributing data: 0.000112 seconds (129 allocations: 12.992 KiB) Iteration: 1947 || Clusters count: 10 || Log posterior: -3887.1830630382306 || Iter Time:0.008184194564819336 || Total time:25.536004304885864 Iteration: 1948 || Clusters count: 10 || Log posterior: -3845.87294701306 || Iter Time:0.011245965957641602 || Total time:25.547250270843506 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 1949 || Clusters count: 10 || Log posterior: -3890.5547163096794 || Iter Time:0.008574962615966797 || Total time:25.555825233459473 Iteration: 1950 || Clusters count: 10 || Log posterior: -3849.7307944586696 || Iter Time:0.011332035064697266 || Total time:25.56715726852417 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1951 || Clusters count: 10 || Log posterior: -3857.9570685287317 || Iter Time:0.008322954177856445 || Total time:25.575480222702026 Iteration: 1952 || Clusters count: 10 || Log posterior: -3824.424124046227 || Iter Time:0.01192617416381836 || Total time:25.587406396865845 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1953 || Clusters count: 10 || Log posterior: -3866.070309223542 || Iter Time:0.008493900299072266 || Total time:25.595900297164917 Iteration: 1954 || Clusters count: 10 || Log posterior: -3823.6840328800376 || Iter Time:0.012192964553833008 || Total time:25.60809326171875 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1955 || Clusters count: 10 || Log posterior: -3856.8218965318024 || Iter Time:0.009405851364135742 || Total time:25.617499113082886 Iteration: 1956 || Clusters count: 10 || Log posterior: -3816.001166392447 || Iter Time:0.012463092803955078 || Total time:25.62996220588684 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 1957 || Clusters count: 10 || Log posterior: -3847.610174594304 || Iter Time:0.008656978607177734 || Total time:25.63861918449402 Iteration: 1958 || Clusters count: 10 || Log posterior: -3814.881758796042 || Iter Time:0.01194000244140625 || Total time:25.650559186935425 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1959 || Clusters count: 10 || Log posterior: -3916.0849550854878 || Iter Time:0.00881195068359375 || Total time:25.65937113761902 Iteration: 1960 || Clusters count: 10 || Log posterior: -3861.8064168129067 || Iter Time:0.011739969253540039 || Total time:25.67111110687256 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1961 || Clusters count: 10 || Log posterior: -3880.886170081417 || Iter Time:0.008852005004882812 || Total time:25.67996311187744 Iteration: 1962 || Clusters count: 10 || Log posterior: -3828.675162126475 || Iter Time:0.012356042861938477 || Total time:25.69231915473938 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1963 || Clusters count: 10 || Log posterior: -3896.686262462728 || Iter Time:0.009325981140136719 || Total time:25.701645135879517 Iteration: 1964 || Clusters count: 10 || Log posterior: -3847.4165028978878 || Iter Time:0.012516021728515625 || Total time:25.714161157608032 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1965 || Clusters count: 10 || Log posterior: -3864.515373309057 || Iter Time:0.009596109390258789 || Total time:25.72375726699829 Iteration: 1966 || Clusters count: 10 || Log posterior: -3815.1323635606213 || Iter Time:0.012574911117553711 || Total time:25.736332178115845 Loading and distributing data: 0.000110 seconds (129 allocations: 12.992 KiB) Iteration: 1967 || Clusters count: 10 || Log posterior: -3901.9196271060187 || Iter Time:0.008781194686889648 || Total time:25.745113372802734 Iteration: 1968 || Clusters count: 10 || Log posterior: -3847.7601234267695 || Iter Time:0.01202702522277832 || Total time:25.757140398025513 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1969 || Clusters count: 10 || Log posterior: -3944.033083052828 || Iter Time:0.009300947189331055 || Total time:25.766441345214844 Iteration: 1970 || Clusters count: 10 || Log posterior: -3884.4452717830154 || Iter Time:0.011316061019897461 || Total time:25.77775740623474 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1971 || Clusters count: 10 || Log posterior: -3928.2941228837744 || Iter Time:0.00789499282836914 || Total time:25.78565239906311 Iteration: 1972 || Clusters count: 10 || Log posterior: -3894.8068299783417 || Iter Time:0.011948108673095703 || Total time:25.797600507736206 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 1973 || Clusters count: 10 || Log posterior: -3925.821363238949 || Iter Time:0.008141040802001953 || Total time:25.805741548538208 Iteration: 1974 || Clusters count: 10 || Log posterior: -3874.8329006290273 || Iter Time:0.011128902435302734 || Total time:25.81687045097351 Loading and distributing data: 0.000109 seconds (129 allocations: 12.992 KiB) Iteration: 1975 || Clusters count: 10 || Log posterior: -3826.540507958503 || Iter Time:0.0075190067291259766 || Total time:25.824389457702637 Iteration: 1976 || Clusters count: 10 || Log posterior: -3781.457556938463 || Iter Time:0.010586977005004883 || Total time:25.83497643470764 Loading and distributing data: 0.000111 seconds (129 allocations: 12.992 KiB) Iteration: 1977 || Clusters count: 10 || Log posterior: -3896.747726570318 || Iter Time:0.0074040889739990234 || Total time:25.84238052368164 Iteration: 1978 || Clusters count: 10 || Log posterior: -3859.8903726129765 || Iter Time:0.010805845260620117 || Total time:25.85318636894226 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1979 || Clusters count: 10 || Log posterior: -3899.629810560472 || Iter Time:0.007999181747436523 || Total time:25.861185550689697 Iteration: 1980 || Clusters count: 10 || Log posterior: -3859.418708795151 || Iter Time:0.012060165405273438 || Total time:25.87324571609497 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1981 || Clusters count: 10 || Log posterior: -3829.141153562125 || Iter Time:0.009261846542358398 || Total time:25.88250756263733 Iteration: 1982 || Clusters count: 10 || Log posterior: -3785.353932920263 || Iter Time:0.013126134872436523 || Total time:25.895633697509766 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 1983 || Clusters count: 10 || Log posterior: -3831.99920347509 || Iter Time:0.008967876434326172 || Total time:25.904601573944092 Iteration: 1984 || Clusters count: 10 || Log posterior: -3785.818179021426 || Iter Time:0.012699127197265625 || Total time:25.917300701141357 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1985 || Clusters count: 10 || Log posterior: -3892.3304012827225 || Iter Time:0.00950002670288086 || Total time:25.92680072784424 Iteration: 1986 || Clusters count: 10 || Log posterior: -3848.3898725479426 || Iter Time:0.013038158416748047 || Total time:25.939838886260986 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1987 || Clusters count: 10 || Log posterior: -3887.714071818166 || Iter Time:0.03558993339538574 || Total time:25.975428819656372 Iteration: 1988 || Clusters count: 10 || Log posterior: -3846.4166994627044 || Iter Time:0.011198997497558594 || Total time:25.98662781715393 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1989 || Clusters count: 10 || Log posterior: -3890.9465550097498 || Iter Time:0.00801706314086914 || Total time:25.9946448802948 Iteration: 1990 || Clusters count: 10 || Log posterior: -3859.4268503691906 || Iter Time:0.011538982391357422 || Total time:26.006183862686157 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 1991 || Clusters count: 10 || Log posterior: -3873.674408310582 || Iter Time:0.008466005325317383 || Total time:26.014649868011475 Iteration: 1992 || Clusters count: 10 || Log posterior: -3841.4052369229744 || Iter Time:0.011586904525756836 || Total time:26.02623677253723 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1993 || Clusters count: 10 || Log posterior: -3876.1193460222726 || Iter Time:0.008270978927612305 || Total time:26.034507751464844 Iteration: 1994 || Clusters count: 10 || Log posterior: -3829.446822424734 || Iter Time:0.011655092239379883 || Total time:26.046162843704224 Loading and distributing data: 0.000112 seconds (129 allocations: 12.992 KiB) Iteration: 1995 || Clusters count: 10 || Log posterior: -3850.6884261565683 || Iter Time:0.008775949478149414 || Total time:26.054938793182373 Iteration: 1996 || Clusters count: 10 || Log posterior: -3814.3388144648848 || Iter Time:0.01137089729309082 || Total time:26.066309690475464 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1997 || Clusters count: 10 || Log posterior: -3917.0838422075158 || Iter Time:0.01241612434387207 || Total time:26.078725814819336 Iteration: 1998 || Clusters count: 10 || Log posterior: -3873.818603938972 || Iter Time:0.01798701286315918 || Total time:26.096712827682495 Loading and distributing data: 0.000110 seconds (129 allocations: 12.992 KiB) Iteration: 1999 || Clusters count: 10 || Log posterior: -3921.7639224032782 || Iter Time:0.013873100280761719 || Total time:26.110585927963257 Iteration: 2000 || Clusters count: 10 || Log posterior: -3876.5857540345323 || Iter Time:0.011260986328125 || Total time:26.121846914291382 Loading and distributing data: 0.000111 seconds (129 allocations: 12.992 KiB) Iteration: 2001 || Clusters count: 10 || Log posterior: -3907.9667678476417 || Iter Time:0.007972002029418945 || Total time:26.1298189163208 Iteration: 2002 || Clusters count: 10 || Log posterior: -3836.024979152722 || Iter Time:0.011354923248291016 || Total time:26.141173839569092 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 2003 || Clusters count: 10 || Log posterior: -3905.35889025071 || Iter Time:0.008704185485839844 || Total time:26.14987802505493 Iteration: 2004 || Clusters count: 10 || Log posterior: -3861.35114356223 || Iter Time:0.011121034622192383 || Total time:26.160999059677124 Loading and distributing data: 0.000107 seconds (129 allocations: 12.992 KiB) Iteration: 2005 || Clusters count: 10 || Log posterior: -3926.932411613828 || Iter Time:0.008177042007446289 || Total time:26.16917610168457 Iteration: 2006 || Clusters count: 10 || Log posterior: -3889.2283576790946 || Iter Time:0.010460853576660156 || Total time:26.17963695526123 Loading and distributing data: 0.000106 seconds (129 allocations: 12.992 KiB) Iteration: 2007 || Clusters count: 10 || Log posterior: -3921.4221618267316 || Iter Time:0.0073070526123046875 || Total time:26.186944007873535 Iteration: 2008 || Clusters count: 10 || Log posterior: -3887.446366623871 || Iter Time:0.009904861450195312 || Total time:26.19684886932373 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 2009 || Clusters count: 10 || Log posterior: -4002.869144863849 || Iter Time:0.0074770450592041016 || Total time:26.204325914382935 Iteration: 2010 || Clusters count: 10 || Log posterior: -3936.9338982139143 || Iter Time:0.011007070541381836 || Total time:26.215332984924316 Loading and distributing data: 0.000163 seconds (129 allocations: 12.992 KiB) Iteration: 2011 || Clusters count: 10 || Log posterior: -3908.6000406590692 || Iter Time:0.007922887802124023 || Total time:26.22325587272644 Iteration: 2012 || Clusters count: 10 || Log posterior: -3861.512115380892 || Iter Time:0.01162409782409668 || Total time:26.234879970550537 Loading and distributing data: 0.000114 seconds (129 allocations: 12.992 KiB) Iteration: 2013 || Clusters count: 10 || Log posterior: -3800.2781362686273 || Iter Time:0.008121013641357422 || Total time:26.243000984191895 Iteration: 2014 || Clusters count: 10 || Log posterior: -3765.558463282304 || Iter Time:0.011375904083251953 || Total time:26.254376888275146 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 2015 || Clusters count: 10 || Log posterior: -3854.9624254038445 || Iter Time:0.008482933044433594 || Total time:26.26285982131958 Iteration: 2016 || Clusters count: 10 || Log posterior: -3812.2352345854924 || Iter Time:0.013322114944458008 || Total time:26.276181936264038 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 2017 || Clusters count: 10 || Log posterior: -3913.016595308819 || Iter Time:0.017237186431884766 || Total time:26.293419122695923 Iteration: 2018 || Clusters count: 10 || Log posterior: -3870.9155240957343 || Iter Time:0.01405191421508789 || Total time:26.30747103691101 Loading and distributing data: 0.000114 seconds (129 allocations: 12.992 KiB) Iteration: 2019 || Clusters count: 10 || Log posterior: -3924.4731787432115 || Iter Time:0.008736848831176758 || Total time:26.316207885742188 Iteration: 2020 || Clusters count: 10 || Log posterior: -3887.149780943433 || Iter Time:0.011476993560791016 || Total time:26.32768487930298 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 2021 || Clusters count: 10 || Log posterior: -3924.7755527314403 || Iter Time:0.008587121963500977 || Total time:26.33627200126648 Iteration: 2022 || Clusters count: 10 || Log posterior: -3885.776296811119 || Iter Time:0.011650800704956055 || Total time:26.347922801971436 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 2023 || Clusters count: 10 || Log posterior: -3930.5644435814456 || Iter Time:0.008360862731933594 || Total time:26.35628366470337 Iteration: 2024 || Clusters count: 10 || Log posterior: -3897.4181731763792 || Iter Time:0.011674880981445312 || Total time:26.367958545684814 Loading and distributing data: 0.000108 seconds (129 allocations: 12.992 KiB) Iteration: 2025 || Clusters count: 10 || Log posterior: -3931.9079846312115 || Iter Time:0.00822901725769043 || Total time:26.376187562942505 Iteration: 2026 || Clusters count: 10 || Log posterior: -3877.4898067879412 || Iter Time:0.011421918869018555 || Total time:26.387609481811523 Loading and distributing data: 0.000112 seconds (129 allocations: 12.992 KiB) Iteration: 2027 || Clusters count: 10 || Log posterior: -3894.063961351438 || Iter Time:0.008275032043457031 || Total time:26.39588451385498 Iteration: 2028 || Clusters count: 10 || Log posterior: -3856.1750903065895 || Iter Time:0.011276006698608398 || Total time:26.40716052055359 Avg NMI: 0.8063297939943044 Full NMI: 0.7976107863125144 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m15.0s Testing DPMMSubClustersStreaming tests passed Testing completed after 170.4s PkgEval succeeded after 309.99s