Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.50 (b60d1db399*) started at 2025-11-09T18:47:24.111 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.98s ################################################################################ # 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 v0.4.22 [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 v2025.11.4 [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 4.96s ################################################################################ # 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... 9052.4 ms ✓ StatsBase 4571.3 ms ✓ NearestNeighbors 11293.9 ms ✓ Distributions 13151.9 ms ✓ KernelFunctions 8732.6 ms ✓ Clustering 5228.8 ms ✓ Distributions → DistributionsChainRulesCoreExt 5982.3 ms ✓ Distributions → DistributionsTestExt 11024.3 ms ✓ DPMMSubClustersStreaming 8 dependencies successfully precompiled in 71 seconds. 92 already precompiled. Precompilation completed after 82.38s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_VYCE8Z/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_VYCE8Z/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 v0.4.22 [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 v2025.11.4 [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: 3.038139 seconds (839.15 k allocations: 48.710 MiB, 7.43% gc time, 99.90% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233164.66298629093 || Iter Time:15.83751392364502 || Total time:15.83751392364502 Iteration: 1 || Clusters count: 1 || Log posterior: -233164.66298629093 || Iter Time:0.005260944366455078 || Total time:15.842774868011475 Iteration: 2 || Clusters count: 1 || Log posterior: -233164.66298629093 || Iter Time:0.004940986633300781 || Total time:15.847715854644775 Iteration: 3 || Clusters count: 1 || Log posterior: -233164.66298629093 || Iter Time:0.00493311882019043 || Total time:15.852648973464966 Iteration: 4 || Clusters count: 1 || Log posterior: -233164.66298629093 || Iter Time:0.0049591064453125 || Total time:15.857608079910278 Iteration: 5 || Clusters count: 1 || Log posterior: -233164.66298629093 || Iter Time:0.013701915740966797 || Total time:15.871309995651245 Iteration: 6 || Clusters count: 1 || Log posterior: -233164.66298629093 || Iter Time:0.004918098449707031 || Total time:15.876228094100952 Iteration: 7 || Clusters count: 1 || Log posterior: -233164.66298629093 || Iter Time:0.004808187484741211 || Total time:15.881036281585693 Iteration: 8 || Clusters count: 1 || Log posterior: -233164.66298629093 || Iter Time:0.004842996597290039 || Total time:15.885879278182983 Iteration: 9 || Clusters count: 1 || Log posterior: -233164.66298629093 || Iter Time:0.004877805709838867 || Total time:15.890757083892822 Iteration: 10 || Clusters count: 1 || Log posterior: -233164.66298629093 || Iter Time:0.004792928695678711 || Total time:15.895550012588501 Iteration: 11 || Clusters count: 1 || Log posterior: -233164.66298629093 || Iter Time:0.004921913146972656 || Total time:15.900471925735474 Iteration: 12 || Clusters count: 1 || Log posterior: -233164.66298629093 || Iter Time:0.00477290153503418 || Total time:15.905244827270508 Iteration: 13 || Clusters count: 2 || Log posterior: -232847.4486486085 || Iter Time:3.8105571269989014 || Total time:19.71580195426941 Iteration: 14 || Clusters count: 2 || Log posterior: -232845.07683390166 || Iter Time:0.005511045455932617 || Total time:19.721312999725342 Iteration: 15 || Clusters count: 2 || Log posterior: -232828.06509782566 || Iter Time:0.00534510612487793 || Total time:19.72665810585022 Iteration: 16 || Clusters count: 2 || Log posterior: -232856.0872567017 || Iter Time:0.005423784255981445 || Total time:19.7320818901062 Iteration: 17 || Clusters count: 2 || Log posterior: -232807.32848374423 || Iter Time:0.005476951599121094 || Total time:19.737558841705322 Iteration: 18 || Clusters count: 2 || Log posterior: -232809.77285222002 || Iter Time:0.0055921077728271484 || Total time:19.74315094947815 Iteration: 19 || Clusters count: 2 || Log posterior: -232828.31276428132 || Iter Time:0.005154132843017578 || Total time:19.748305082321167 Iteration: 20 || Clusters count: 2 || Log posterior: -232747.08620178132 || Iter Time:3.2302451133728027 || Total time:22.97855019569397 Loading and distributing data: 0.000608 seconds (128 allocations: 395.789 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233150.1946286745 || Iter Time:0.07132506370544434 || Total time:23.049875259399414 Iteration: 22 || Clusters count: 2 || Log posterior: -233126.0305661745 || Iter Time:0.005685091018676758 || Total time:23.05556035041809 Iteration: 23 || Clusters count: 2 || Log posterior: -233128.73050849672 || Iter Time:0.005276918411254883 || Total time:23.060837268829346 Iteration: 24 || Clusters count: 2 || Log posterior: -233101.73040984667 || Iter Time:0.005194902420043945 || Total time:23.06603217124939 Iteration: 25 || Clusters count: 2 || Log posterior: -233111.897599253 || Iter Time:0.005362033843994141 || Total time:23.071394205093384 Iteration: 26 || Clusters count: 2 || Log posterior: -233077.0863723882 || Iter Time:0.005360841751098633 || Total time:23.076755046844482 Iteration: 27 || Clusters count: 2 || Log posterior: -233051.56120551768 || Iter Time:0.005400180816650391 || Total time:23.082155227661133 Iteration: 28 || Clusters count: 3 || Log posterior: -232795.2332725704 || Iter Time:0.007071971893310547 || Total time:23.089227199554443 Iteration: 29 || Clusters count: 3 || Log posterior: -232704.95295970092 || Iter Time:0.005781888961791992 || Total time:23.095009088516235 Iteration: 30 || Clusters count: 3 || Log posterior: -232658.6115357585 || Iter Time:0.005798816680908203 || Total time:23.100807905197144 Iteration: 31 || Clusters count: 3 || Log posterior: -232637.73269458464 || Iter Time:0.005870819091796875 || Total time:23.10667872428894 Iteration: 32 || Clusters count: 3 || Log posterior: -232614.59620903162 || Iter Time:0.005798816680908203 || Total time:23.11247754096985 Iteration: 33 || Clusters count: 3 || Log posterior: -232604.47698416738 || Iter Time:0.005894184112548828 || Total time:23.118371725082397 Iteration: 34 || Clusters count: 3 || Log posterior: -232591.21961249734 || Iter Time:0.005803108215332031 || Total time:23.12417483329773 Iteration: 35 || Clusters count: 3 || Log posterior: -232569.34033179595 || Iter Time:0.005896091461181641 || Total time:23.13007092475891 Iteration: 36 || Clusters count: 3 || Log posterior: -232596.94360903985 || Iter Time:0.005881071090698242 || Total time:23.13595199584961 Iteration: 37 || Clusters count: 3 || Log posterior: -232581.85571356816 || Iter Time:0.0061609745025634766 || Total time:23.142112970352173 Iteration: 38 || Clusters count: 3 || Log posterior: -232593.48720540575 || Iter Time:0.0061490535736083984 || Total time:23.14826202392578 Iteration: 39 || Clusters count: 3 || Log posterior: -232560.10796787552 || Iter Time:0.0060999393463134766 || Total time:23.154361963272095 Iteration: 40 || Clusters count: 3 || Log posterior: -232538.811771339 || Iter Time:0.0058689117431640625 || Total time:23.16023087501526 Iteration: 41 || Clusters count: 3 || Log posterior: -232417.39778829349 || Iter Time:0.0055959224700927734 || Total time:23.16582679748535 Loading and distributing data: 0.000566 seconds (128 allocations: 395.789 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262657.0869837649 || Iter Time:0.006018877029418945 || Total time:23.17184567451477 Iteration: 43 || Clusters count: 4 || Log posterior: -262534.62300996156 || Iter Time:0.006794929504394531 || Total time:23.178640604019165 Iteration: 44 || Clusters count: 4 || Log posterior: -262506.4085594657 || Iter Time:0.006310939788818359 || Total time:23.184951543807983 Iteration: 45 || Clusters count: 4 || Log posterior: -262369.62584047 || Iter Time:0.0061798095703125 || Total time:23.191131353378296 Iteration: 46 || Clusters count: 4 || Log posterior: -262120.09576919122 || Iter Time:0.03850197792053223 || Total time:23.229633331298828 Iteration: 47 || Clusters count: 4 || Log posterior: -262119.92793862693 || Iter Time:0.006134033203125 || Total time:23.235767364501953 Iteration: 48 || Clusters count: 4 || Log posterior: -262086.41649261792 || Iter Time:0.006499052047729492 || Total time:23.242266416549683 Iteration: 49 || Clusters count: 4 || Log posterior: -262074.03156023473 || Iter Time:0.006165981292724609 || Total time:23.248432397842407 Iteration: 50 || Clusters count: 5 || Log posterior: -261578.7825382247 || Iter Time:0.00783991813659668 || Total time:23.256272315979004 Iteration: 51 || Clusters count: 5 || Log posterior: -261498.0102071084 || Iter Time:0.00660395622253418 || Total time:23.262876272201538 Iteration: 52 || Clusters count: 5 || Log posterior: -261457.60327356448 || Iter Time:0.006530046463012695 || Total time:23.26940631866455 Iteration: 53 || Clusters count: 5 || Log posterior: -261458.39540374477 || Iter Time:0.0064830780029296875 || Total time:23.27588939666748 Iteration: 54 || Clusters count: 5 || Log posterior: -261402.75148732465 || Iter Time:0.006531953811645508 || Total time:23.282421350479126 Iteration: 55 || Clusters count: 5 || Log posterior: -261405.82939445018 || Iter Time:0.006487131118774414 || Total time:23.2889084815979 Iteration: 56 || Clusters count: 5 || Log posterior: -261418.8096716197 || Iter Time:0.006353139877319336 || Total time:23.29526162147522 Iteration: 57 || Clusters count: 5 || Log posterior: -261392.18087721997 || Iter Time:0.006359100341796875 || Total time:23.301620721817017 Iteration: 58 || Clusters count: 5 || Log posterior: -261420.59890433378 || Iter Time:0.006709098815917969 || Total time:23.308329820632935 Iteration: 59 || Clusters count: 5 || Log posterior: -261399.41866763865 || Iter Time:0.007460832595825195 || Total time:23.31579065322876 Iteration: 60 || Clusters count: 5 || Log posterior: -261434.88121546042 || Iter Time:0.0074498653411865234 || Total time:23.323240518569946 Iteration: 61 || Clusters count: 5 || Log posterior: -261394.2982961526 || Iter Time:0.007315874099731445 || Total time:23.330556392669678 Iteration: 62 || Clusters count: 5 || Log posterior: -261345.85992852264 || Iter Time:0.0076639652252197266 || Total time:23.338220357894897 Loading and distributing data: 0.000681 seconds (128 allocations: 395.789 KiB) Iteration: 63 || Clusters count: 5 || Log posterior: -261289.46242182984 || Iter Time:0.7840127944946289 || Total time:24.122233152389526 Iteration: 64 || Clusters count: 5 || Log posterior: -261191.19743559454 || Iter Time:0.007107973098754883 || Total time:24.12934112548828 Iteration: 65 || Clusters count: 6 || Log posterior: -261051.5719144392 || Iter Time:0.008494138717651367 || Total time:24.137835264205933 Iteration: 66 || Clusters count: 6 || Log posterior: -260905.29038191558 || Iter Time:0.026300907135009766 || Total time:24.164136171340942 Iteration: 67 || Clusters count: 6 || Log posterior: -260913.93442330576 || Iter Time:0.0072422027587890625 || Total time:24.17137837409973 Iteration: 68 || Clusters count: 6 || Log posterior: -260905.85596387385 || Iter Time:0.007245063781738281 || 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time:24.287984371185303 Iteration: 83 || Clusters count: 7 || Log posterior: -260452.02495487733 || Iter Time:0.023161888122558594 || Total time:24.31114625930786 Loading and distributing data: 0.000648 seconds (128 allocations: 395.789 KiB) Iteration: 84 || Clusters count: 9 || Log posterior: -260366.81232299347 || Iter Time:0.01178598403930664 || Total time:24.322932243347168 Iteration: 85 || Clusters count: 9 || Log posterior: -260087.9304626429 || Iter Time:0.00978994369506836 || Total time:24.332722187042236 Iteration: 86 || Clusters count: 9 || Log posterior: -260049.8899514683 || Iter Time:0.00887608528137207 || Total time:24.34159827232361 Iteration: 87 || Clusters count: 9 || Log posterior: -260042.43770402728 || Iter Time:0.00823211669921875 || Total time:24.349830389022827 Iteration: 88 || Clusters count: 9 || Log posterior: -260037.03635978253 || Iter Time:0.008283138275146484 || Total time:24.358113527297974 Iteration: 89 || Clusters count: 9 || Log posterior: 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posterior: -257427.84510703324 || Iter Time:0.01614999771118164 || Total time:24.783887147903442 Iteration: 125 || Clusters count: 16 || Log posterior: -257412.47593430063 || Iter Time:0.016885995864868164 || Total time:24.80077314376831 Loading and distributing data: 0.000590 seconds (128 allocations: 395.789 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -256639.61083449842 || Iter Time:0.02118206024169922 || Total time:24.82195520401001 Iteration: 127 || Clusters count: 20 || Log posterior: -256290.6511094784 || Iter Time:0.016926050186157227 || Total time:24.838881254196167 Iteration: 128 || Clusters count: 20 || Log posterior: -256216.8089682948 || Iter Time:0.01661992073059082 || Total time:24.855501174926758 Iteration: 129 || Clusters count: 20 || Log posterior: -256163.00343907432 || Iter Time:0.016332149505615234 || Total time:24.871833324432373 Iteration: 130 || Clusters count: 20 || Log posterior: -256147.369669258 || Iter Time:0.02043604850769043 || Total 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-255998.98240440813 || Iter Time:0.026690959930419922 || Total time:25.352970361709595 Iteration: 152 || Clusters count: 20 || Log posterior: -256005.63283970577 || Iter Time:0.02441716194152832 || Total time:25.377387523651123 Iteration: 153 || Clusters count: 20 || Log posterior: -256002.95632277487 || Iter Time:0.02442312240600586 || Total time:25.40181064605713 Iteration: 154 || Clusters count: 20 || Log posterior: -256007.5344295628 || Iter Time:0.027637958526611328 || Total time:25.42944860458374 Iteration: 155 || Clusters count: 20 || Log posterior: -256007.28685706816 || Iter Time:0.024560928344726562 || Total time:25.454009532928467 Iteration: 156 || Clusters count: 20 || Log posterior: -255998.53048065834 || Iter Time:0.024582862854003906 || Total time:25.47859239578247 Iteration: 157 || Clusters count: 20 || Log posterior: -256010.0499709144 || Iter Time:0.028523921966552734 || Total time:25.507116317749023 Iteration: 158 || Clusters count: 20 || Log posterior: 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-255997.76211641094 || Iter Time:0.028178930282592773 || Total time:25.71414303779602 Iteration: 166 || Clusters count: 20 || Log posterior: -255993.3677619068 || Iter Time:0.02458810806274414 || Total time:25.738731145858765 Iteration: 167 || Clusters count: 20 || Log posterior: -255993.3677619068 || Iter Time:0.02239203453063965 || Total time:25.761123180389404 Loading and distributing data: 0.000588 seconds (128 allocations: 395.789 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255865.81161587752 || Iter Time:0.02460503578186035 || Total time:25.785728216171265 Iteration: 169 || Clusters count: 20 || Log posterior: -255850.34964642077 || Iter Time:0.024473905563354492 || Total time:25.81020212173462 Iteration: 170 || Clusters count: 20 || Log posterior: -255845.54955370855 || Iter Time:0.027459144592285156 || Total time:25.837661266326904 Iteration: 171 || Clusters count: 20 || Log posterior: -255841.28750415175 || Iter Time:0.024712085723876953 || Total 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time:26.229937076568604 Iteration: 186 || Clusters count: 20 || Log posterior: -255842.5377958884 || Iter Time:0.02629399299621582 || Total time:26.25623106956482 Iteration: 187 || Clusters count: 20 || Log posterior: -255850.0840274374 || Iter Time:0.02144908905029297 || Total time:26.277680158615112 Iteration: 188 || Clusters count: 20 || Log posterior: -255840.40833215887 || Iter Time:0.0212860107421875 || Total time:26.2989661693573 Loading and distributing data: 0.000375 seconds (128 allocations: 395.789 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255688.1060510326 || Iter Time:0.019238948822021484 || Total time:26.31820511817932 Iteration: 190 || Clusters count: 20 || Log posterior: -255672.4861111504 || Iter Time:0.014953851699829102 || Total time:26.33315896987915 Iteration: 191 || Clusters count: 20 || Log posterior: -255674.06115200417 || Iter Time:0.017544984817504883 || Total time:26.350703954696655 Iteration: 192 || Clusters count: 20 || Log posterior: -255676.8943691338 || Iter Time:0.026388883590698242 || Total time:26.377092838287354 Iteration: 193 || Clusters count: 20 || Log posterior: -255672.66121712993 || Iter Time:0.02263188362121582 || Total time:26.39972472190857 Iteration: 194 || Clusters count: 20 || Log posterior: -255667.97948707367 || Iter Time:0.0260009765625 || Total time:26.42572569847107 Iteration: 195 || Clusters count: 20 || Log posterior: -255674.92877076665 || Iter Time:0.022561073303222656 || Total time:26.448286771774292 Iteration: 196 || Clusters count: 20 || Log posterior: -255670.33202613617 || Iter Time:0.022840023040771484 || Total time:26.471126794815063 Iteration: 197 || Clusters count: 20 || Log posterior: -255670.55467045278 || Iter Time:0.026391983032226562 || Total time:26.49751877784729 Iteration: 198 || Clusters count: 20 || Log posterior: -255668.6455850018 || Iter Time:0.022897958755493164 || Total time:26.520416736602783 Iteration: 199 || Clusters count: 20 || Log posterior: -255669.33565914026 || Iter Time:0.022907018661499023 || Total time:26.543323755264282 Iteration: 200 || Clusters count: 20 || Log posterior: -255669.33565914026 || Iter Time:0.02631998062133789 || Total time:26.56964373588562 Iteration: 201 || Clusters count: 20 || Log posterior: -255675.27198199867 || Iter Time:0.023622989654541016 || Total time:26.59326672554016 Iteration: 202 || Clusters count: 20 || Log posterior: -255669.7617909522 || Iter Time:0.0224301815032959 || Total time:26.615696907043457 Iteration: 203 || Clusters count: 20 || Log posterior: -255667.54365971056 || Iter Time:0.026588916778564453 || Total time:26.64228582382202 Iteration: 204 || Clusters count: 20 || Log posterior: -255672.98125573454 || Iter Time:0.025522947311401367 || Total time:26.667808771133423 Iteration: 205 || Clusters count: 20 || Log posterior: -255688.8895087669 || Iter Time:0.025810956954956055 || Total time:26.69361972808838 Iteration: 206 || Clusters count: 20 || Log posterior: -255700.83938901796 || Iter Time:0.030599117279052734 || Total time:26.72421884536743 Iteration: 207 || Clusters count: 20 || Log posterior: -255674.41808769212 || Iter Time:0.025376081466674805 || Total time:26.749594926834106 Iteration: 208 || Clusters count: 20 || Log posterior: -255676.49918645923 || Iter Time:0.02910590171813965 || Total time:26.778700828552246 Iteration: 209 || Clusters count: 20 || Log posterior: -255668.55059003952 || Iter Time:0.023671865463256836 || Total time:26.802372694015503 NMI: 0.7142126600415476 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m28.5s [34862, 4506, 62096, 80121, 64125, 118890, 40604, 51699, 10936, 47499, 60347, 24294, 26657, 232976, 38436, 15080, 7858, 16055, 6620, 56339] Loading and distributing data: 0.000510 seconds (128 allocations: 12.977 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7426.294818450215 || Iter Time:4.6915318965911865 || Total time:4.6915318965911865 Iteration: 1 || Clusters count: 1 || Log posterior: -7426.294818450215 || Iter Time:0.002313852310180664 || Total time:4.693845748901367 Iteration: 2 || Clusters count: 1 || Log posterior: -7426.294818450215 || Iter Time:0.002064943313598633 || Total time:4.695910692214966 Iteration: 3 || Clusters count: 1 || Log posterior: -7426.294818450215 || Iter Time:0.0018298625946044922 || Total time:4.69774055480957 Iteration: 4 || Clusters count: 1 || Log posterior: -7426.294818450215 || Iter Time:0.001817941665649414 || Total time:4.69955849647522 Iteration: 5 || Clusters count: 1 || Log posterior: -7426.294818450215 || Iter Time:0.0018439292907714844 || Total time:4.701402425765991 Iteration: 6 || Clusters count: 1 || Log posterior: -7426.294818450215 || Iter Time:0.0018799304962158203 || Total time:4.703282356262207 Iteration: 7 || Clusters count: 1 || Log posterior: -7426.294818450215 || Iter Time:0.0018298625946044922 || Total time:4.7051122188568115 Iteration: 8 || Clusters count: 2 || Log posterior: -6866.384298357647 || Iter Time:0.14490389823913574 || Total time:4.850016117095947 Iteration: 9 || Clusters count: 2 || Log posterior: -6866.399671629837 || Iter Time:0.0021920204162597656 || Total time:4.852208137512207 Iteration: 10 || Clusters count: 2 || Log posterior: -6864.864591741502 || Iter Time:0.002109050750732422 || Total time:4.8543171882629395 Iteration: 11 || Clusters count: 2 || Log posterior: -6860.902643287556 || Iter Time:0.0020558834075927734 || Total time:4.856373071670532 Iteration: 12 || Clusters count: 2 || Log posterior: -6863.320983797717 || Iter Time:0.0020799636840820312 || Total time:4.858453035354614 Iteration: 13 || Clusters count: 2 || Log posterior: -6867.765443229127 || Iter Time:0.001878976821899414 || Total time:4.860332012176514 Iteration: 14 || Clusters count: 2 || Log posterior: -6866.340792703536 || Iter Time:0.00197601318359375 || Total time:4.862308025360107 Iteration: 15 || Clusters count: 2 || Log posterior: -6870.22533120269 || Iter Time:0.0020360946655273438 || Total time:4.864344120025635 Iteration: 16 || Clusters count: 2 || Log posterior: -6866.247305253099 || Iter Time:0.0020818710327148438 || Total time:4.86642599105835 Iteration: 17 || Clusters count: 2 || Log posterior: -6866.084871313844 || Iter Time:0.002045869827270508 || Total time:4.86847186088562 Iteration: 18 || Clusters count: 4 || Log posterior: -6286.4247097012485 || Iter Time:0.005294084548950195 || Total time:4.87376594543457 Iteration: 19 || Clusters count: 4 || Log posterior: -6283.425823940287 || Iter Time:0.0027980804443359375 || Total time:4.876564025878906 Iteration: 20 || Clusters count: 4 || Log posterior: -6262.28366983762 || Iter Time:0.0026731491088867188 || Total time:4.879237174987793 Iteration: 21 || Clusters count: 4 || Log posterior: -6238.2055485458395 || Iter Time:0.002607107162475586 || Total time:4.8818442821502686 Iteration: 22 || Clusters count: 4 || Log posterior: -6234.387653294977 || Iter Time:0.0026650428771972656 || Total time:4.884509325027466 Iteration: 23 || Clusters count: 4 || Log posterior: -6209.981174198252 || Iter Time:0.002722024917602539 || Total time:4.887231349945068 Iteration: 24 || Clusters count: 4 || Log posterior: -6197.989448784546 || Iter Time:0.002663850784301758 || Total time:4.88989520072937 Iteration: 25 || Clusters count: 4 || Log posterior: -6210.3945650678725 || Iter Time:0.0026412010192871094 || Total time:4.892536401748657 Iteration: 26 || Clusters count: 4 || Log posterior: -6204.906839575583 || Iter Time:0.0026640892028808594 || Total time:4.895200490951538 Iteration: 27 || Clusters count: 4 || Log posterior: -6205.987155989165 || Iter Time:0.002749919891357422 || Total time:4.8979504108428955 Iteration: 28 || Clusters count: 6 || Log posterior: -6063.878576995997 || Iter Time:0.005923032760620117 || Total time:4.903873443603516 Iteration: 29 || Clusters count: 6 || Log posterior: -6029.855868349372 || Iter Time:0.0035719871520996094 || Total time:4.907445430755615 Iteration: 30 || Clusters count: 6 || Log posterior: -5995.828055171524 || Iter Time:1.8013100624084473 || Total time:6.7087554931640625 false [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4] [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4] Loading and distributing data: 0.000244 seconds (128 allocations: 12.977 KiB) Iteration: 31 || Clusters count: 7 || Log posterior: -5773.8012196190375 || Iter Time:0.028815031051635742 || Total time:6.737570524215698 Iteration: 32 || Clusters count: 7 || Log posterior: -5738.222969196385 || Iter Time:0.006320953369140625 || Total time:6.743891477584839 Loading and distributing data: 0.000126 seconds (128 allocations: 12.977 KiB) Iteration: 33 || Clusters count: 7 || Log posterior: -4946.870515105976 || Iter Time:0.0035970211029052734 || Total time:6.747488498687744 Iteration: 34 || Clusters count: 7 || Log posterior: -4894.7575908808485 || Iter Time:0.006129026412963867 || Total time:6.753617525100708 Loading and distributing data: 0.000141 seconds (128 allocations: 12.977 KiB) Iteration: 35 || Clusters count: 7 || Log posterior: -4634.237576102602 || Iter Time:0.0036160945892333984 || Total time:6.757233619689941 Iteration: 36 || Clusters count: 7 || Log posterior: -4603.5458080614735 || Iter Time:0.0064220428466796875 || Total time:6.763655662536621 Loading and distributing data: 0.000130 seconds (128 allocations: 12.977 KiB) Iteration: 37 || Clusters count: 7 || Log posterior: -4568.43240120178 || Iter Time:0.003634929656982422 || Total time:6.7672905921936035 Iteration: 38 || Clusters count: 7 || Log posterior: -4537.037975540377 || Iter Time:0.006392955780029297 || Total time:6.773683547973633 Loading and distributing data: 0.000119 seconds (128 allocations: 12.977 KiB) Iteration: 39 || Clusters count: 7 || Log posterior: -4544.063472766999 || Iter Time:0.0035979747772216797 || Total time:6.7772815227508545 Iteration: 40 || Clusters count: 7 || Log posterior: -4521.865829109562 || Iter Time:0.006365060806274414 || Total time:6.783646583557129 Loading and distributing data: 0.000114 seconds (128 allocations: 12.977 KiB) Iteration: 41 || Clusters count: 9 || Log posterior: -4196.3262380907645 || Iter Time:0.005360841751098633 || Total time:6.7890074253082275 Iteration: 42 || Clusters count: 9 || Log posterior: -4089.7534273262536 || Iter Time:0.007910966873168945 || Total time:6.7969183921813965 Loading and distributing data: 0.000125 seconds (128 allocations: 12.977 KiB) Iteration: 43 || Clusters count: 10 || Log posterior: -4080.5263590702584 || Iter Time:0.006170034408569336 || Total time:6.803088426589966 Iteration: 44 || Clusters count: 10 || Log posterior: -4059.4066132516405 || Iter Time:0.009099960327148438 || Total time:6.812188386917114 Loading and distributing data: 0.000127 seconds (128 allocations: 12.977 KiB) Iteration: 45 || Clusters count: 10 || Log posterior: -4077.7373739488285 || Iter Time:0.00531005859375 || Total time:6.817498445510864 Iteration: 46 || Clusters count: 10 || Log posterior: -4054.80090250696 || Iter Time:0.008846044540405273 || Total time:6.8263444900512695 Loading and distributing data: 0.000122 seconds (128 allocations: 12.977 KiB) Iteration: 47 || Clusters count: 10 || Log posterior: -4071.540125119031 || Iter Time:0.005304813385009766 || Total time:6.831649303436279 Iteration: 48 || Clusters count: 10 || Log posterior: -4058.8962248979888 || Iter Time:0.008842945098876953 || Total time:6.840492248535156 Loading and distributing data: 0.000125 seconds (128 allocations: 12.977 KiB) Iteration: 49 || Clusters count: 10 || Log posterior: -4036.2566003293105 || Iter Time:0.0052280426025390625 || Total time:6.845720291137695 Iteration: 50 || Clusters count: 10 || Log posterior: -4006.5156064445414 || Iter Time:0.012578964233398438 || Total time:6.858299255371094 Loading and distributing data: 0.000117 seconds (128 allocations: 12.977 KiB) Iteration: 51 || Clusters count: 10 || Log posterior: -4047.486130182798 || Iter Time:0.0071871280670166016 || Total time:6.86548638343811 Iteration: 52 || Clusters count: 10 || Log posterior: -4020.9019110824697 || Iter Time:0.010537862777709961 || Total time:6.87602424621582 Loading and distributing data: 0.000121 seconds (128 allocations: 12.977 KiB) Iteration: 53 || Clusters count: 10 || Log posterior: -4074.175202957698 || Iter Time:0.008483171463012695 || Total time:6.884507417678833 Iteration: 54 || Clusters count: 10 || Log posterior: -4060.460246895214 || Iter Time:0.011660099029541016 || Total time:6.896167516708374 Loading and distributing data: 0.000127 seconds (128 allocations: 12.977 KiB) Iteration: 55 || Clusters count: 10 || Log posterior: -4063.551557628789 || Iter Time:0.008138179779052734 || Total time:6.904305696487427 Iteration: 56 || Clusters count: 10 || Log posterior: -4051.8304284118653 || Iter Time:0.010986089706420898 || Total time:6.915291786193848 Loading and distributing data: 0.000150 seconds (128 allocations: 12.977 KiB) Iteration: 57 || Clusters count: 10 || Log posterior: -4080.60919670447 || Iter Time:0.008355855941772461 || Total time:6.92364764213562 Iteration: 58 || Clusters count: 10 || Log posterior: -4052.9525678647215 || Iter Time:0.011569023132324219 || Total time:6.935216665267944 Loading and distributing data: 0.000121 seconds (128 allocations: 12.977 KiB) Iteration: 59 || Clusters count: 10 || Log posterior: -4037.8283128991843 || Iter Time:0.00852203369140625 || Total time:6.943738698959351 Iteration: 60 || Clusters count: 10 || Log posterior: -4027.809200305776 || Iter Time:0.01149892807006836 || Total time:6.955237627029419 Loading and distributing data: 0.000126 seconds (128 allocations: 12.977 KiB) Iteration: 61 || Clusters count: 10 || Log posterior: -4060.626610041743 || Iter Time:0.00847482681274414 || Total time:6.963712453842163 Iteration: 62 || Clusters count: 10 || Log posterior: -4040.1309093379646 || Iter Time:0.011831045150756836 || Total time:6.97554349899292 Loading and distributing data: 0.000150 seconds (128 allocations: 12.977 KiB) Iteration: 63 || Clusters count: 10 || Log posterior: -4034.3750092735113 || Iter Time:0.008686065673828125 || Total time:6.984229564666748 Iteration: 64 || Clusters count: 10 || Log posterior: -4010.1785420375195 || Iter Time:0.011778116226196289 || Total time:6.996007680892944 Loading and distributing data: 0.000128 seconds (128 allocations: 12.977 KiB) Iteration: 65 || Clusters count: 10 || Log posterior: -4050.4808446720513 || Iter Time:0.008419036865234375 || Total time:7.004426717758179 Iteration: 66 || Clusters count: 10 || Log posterior: -4040.81496179442 || Iter Time:0.01181793212890625 || Total time:7.016244649887085 Loading and distributing data: 0.000121 seconds (128 allocations: 12.977 KiB) Iteration: 67 || Clusters count: 10 || Log posterior: -4008.6039285761985 || Iter Time:0.008177042007446289 || Total time:7.024421691894531 Iteration: 68 || Clusters count: 10 || Log posterior: -3995.686994188954 || Iter Time:0.011861085891723633 || Total time:7.036282777786255 Loading and distributing data: 0.000115 seconds (128 allocations: 12.977 KiB) Iteration: 69 || Clusters count: 10 || Log posterior: -4032.8082632759774 || Iter Time:0.008543014526367188 || Total time:7.044825792312622 Iteration: 70 || Clusters count: 10 || Log posterior: -4009.587167582576 || Iter Time:0.01131582260131836 || Total time:7.05614161491394 Loading and distributing data: 0.000125 seconds (128 allocations: 12.977 KiB) Iteration: 71 || Clusters count: 10 || Log posterior: -4043.7446710671766 || Iter Time:0.008559942245483398 || Total time:7.064701557159424 Iteration: 72 || Clusters count: 10 || Log posterior: -4036.4774077586285 || Iter Time:0.011590003967285156 || Total time:7.076291561126709 Loading and distributing data: 0.000115 seconds (128 allocations: 12.977 KiB) Iteration: 73 || Clusters count: 10 || Log posterior: -4024.3763006143286 || Iter Time:0.008363008499145508 || Total time:7.0846545696258545 Iteration: 74 || Clusters count: 10 || Log posterior: -4012.075263573253 || Iter Time:0.012000799179077148 || Total time:7.096655368804932 Loading and distributing data: 0.000136 seconds (128 allocations: 12.977 KiB) Iteration: 75 || Clusters count: 10 || Log posterior: -4022.8203458400917 || Iter Time:0.00895380973815918 || Total time:7.105609178543091 Iteration: 76 || Clusters count: 10 || Log posterior: -3996.862468778003 || Iter Time:0.01254892349243164 || Total time:7.1181581020355225 Loading and distributing data: 0.000136 seconds (128 allocations: 12.977 KiB) Iteration: 77 || Clusters count: 10 || Log posterior: -4047.499738204136 || Iter Time:0.008594036102294922 || Total time:7.126752138137817 Iteration: 78 || Clusters count: 10 || Log posterior: -4037.280623928066 || Iter Time:0.012825965881347656 || Total time:7.139578104019165 Loading and distributing data: 0.000124 seconds (128 allocations: 12.977 KiB) Iteration: 79 || Clusters count: 10 || Log posterior: -4050.231374682832 || Iter Time:0.009479999542236328 || Total time:7.149058103561401 Iteration: 80 || Clusters count: 10 || Log posterior: -4043.4513913375304 || Iter Time:0.012781143188476562 || Total time:7.161839246749878 Loading and distributing data: 0.000123 seconds (128 allocations: 12.977 KiB) Iteration: 81 || Clusters count: 10 || Log posterior: -4040.724400111208 || Iter Time:0.0089569091796875 || Total time:7.170796155929565 Iteration: 82 || Clusters count: 10 || Log posterior: -4036.5299136973877 || Iter Time:0.011958122253417969 || Total time:7.182754278182983 Loading and distributing data: 0.000119 seconds (128 allocations: 12.977 KiB) Iteration: 83 || Clusters count: 11 || Log posterior: -3986.9821063857275 || Iter Time:0.00875401496887207 || Total time:7.1915082931518555 Iteration: 84 || Clusters count: 11 || Log posterior: -3973.8868476309567 || Iter Time:0.01203012466430664 || Total time:7.203538417816162 Loading and distributing data: 0.000130 seconds (128 allocations: 12.977 KiB) Iteration: 85 || Clusters count: 11 || Log posterior: -3982.244113619179 || Iter Time:0.008610010147094727 || Total time:7.212148427963257 Iteration: 86 || Clusters count: 11 || Log posterior: -3973.527611256953 || Iter Time:0.012326955795288086 || Total time:7.224475383758545 Loading and distributing data: 0.000119 seconds (128 allocations: 12.977 KiB) Iteration: 87 || Clusters count: 11 || Log posterior: -3955.0840103993532 || Iter Time:0.008396148681640625 || Total time:7.2328715324401855 Iteration: 88 || Clusters count: 11 || Log posterior: -3953.040435801779 || Iter Time:0.012156009674072266 || Total time:7.245027542114258 Loading and distributing data: 0.000123 seconds (128 allocations: 12.977 KiB) Iteration: 89 || Clusters count: 11 || Log posterior: -3993.332193151446 || Iter Time:0.008585929870605469 || Total time:7.253613471984863 Iteration: 90 || Clusters count: 11 || Log posterior: -3992.556862557853 || Iter Time:0.012278079986572266 || Total time:7.2658915519714355 Loading and distributing data: 0.000138 seconds (128 allocations: 12.977 KiB) Iteration: 91 || Clusters count: 11 || Log posterior: -3954.9699051881053 || Iter Time:0.009011983871459961 || Total time:7.2749035358428955 Iteration: 92 || Clusters count: 11 || Log posterior: -3943.981173850365 || Iter Time:0.011998176574707031 || Total time:7.2869017124176025 Loading and distributing data: 0.000128 seconds (128 allocations: 12.977 KiB) Iteration: 93 || Clusters count: 11 || Log posterior: -3910.4929946940633 || Iter Time:0.009856939315795898 || Total time:7.296758651733398 Iteration: 94 || Clusters count: 11 || Log posterior: -3898.3059003159724 || Iter Time:0.013408899307250977 || Total time:7.310167551040649 Loading and distributing data: 0.000121 seconds (128 allocations: 12.977 KiB) Iteration: 95 || Clusters count: 12 || Log posterior: -3908.8624752540254 || Iter Time:0.009785175323486328 || Total time:7.319952726364136 Iteration: 96 || Clusters count: 12 || Log posterior: -3885.386924714671 || Iter Time:0.013174057006835938 || Total time:7.333126783370972 Loading and distributing data: 0.000122 seconds (128 allocations: 12.977 KiB) Iteration: 97 || Clusters count: 12 || Log posterior: -3884.162419115104 || Iter Time:0.009202957153320312 || Total time:7.342329740524292 Iteration: 98 || Clusters count: 12 || Log posterior: -3868.000882757883 || Iter Time:0.013701915740966797 || Total time:7.356031656265259 Loading and distributing data: 0.000147 seconds (128 allocations: 13.008 KiB) Iteration: 99 || Clusters count: 12 || Log posterior: -3839.461663987604 || Iter Time:0.009441137313842773 || Total time:7.365472793579102 Iteration: 100 || Clusters count: 12 || Log posterior: -3829.9949146333297 || Iter Time:0.013429880142211914 || Total time:7.3789026737213135 Loading and distributing data: 0.000118 seconds (128 allocations: 12.977 KiB) Iteration: 101 || Clusters count: 12 || Log posterior: -3850.1305671269774 || Iter Time:0.009174108505249023 || Total time:7.3880767822265625 Iteration: 102 || Clusters count: 12 || Log posterior: -3841.684386498303 || Iter Time:0.013484001159667969 || Total time:7.4015607833862305 Loading and distributing data: 0.000123 seconds (128 allocations: 12.977 KiB) Iteration: 103 || Clusters count: 12 || Log posterior: -3861.9939613434994 || Iter Time:0.009171009063720703 || Total time:7.410731792449951 Iteration: 104 || Clusters count: 12 || Log posterior: -3855.3147756679323 || Iter Time:0.014352083206176758 || Total time:7.425083875656128 Loading and distributing data: 0.000129 seconds (128 allocations: 12.977 KiB) Iteration: 105 || Clusters count: 12 || Log posterior: -3890.1013540903464 || Iter Time:0.012416839599609375 || Total time:7.437500715255737 Iteration: 106 || Clusters count: 12 || Log posterior: -3880.7956131261885 || Iter Time:0.016788959503173828 || Total time:7.454289674758911 Loading and distributing data: 0.000125 seconds (128 allocations: 12.977 KiB) Iteration: 107 || Clusters count: 12 || Log posterior: -3876.4213791913735 || Iter Time:0.012456893920898438 || Total time:7.46674656867981 Iteration: 108 || Clusters count: 12 || Log posterior: -3870.6318216118007 || Iter Time:0.01708507537841797 || Total time:7.4838316440582275 Loading and distributing data: 0.000150 seconds (128 allocations: 12.977 KiB) Iteration: 109 || Clusters count: 12 || Log posterior: -3886.23858574195 || Iter Time:0.012582063674926758 || Total time:7.496413707733154 Iteration: 110 || Clusters count: 12 || Log posterior: -3867.0272942823017 || Iter Time:0.016774892807006836 || Total time:7.513188600540161 Loading and distributing data: 0.000119 seconds (128 allocations: 12.977 KiB) Iteration: 111 || Clusters count: 13 || Log posterior: -3905.102580401055 || Iter Time:0.012240886688232422 || Total time:7.5254294872283936 Iteration: 112 || Clusters count: 13 || Log posterior: -3892.876983512465 || Iter Time:0.016820907592773438 || Total time:7.542250394821167 Loading and distributing data: 0.000132 seconds (128 allocations: 12.977 KiB) Iteration: 113 || Clusters count: 13 || Log posterior: -3899.983809087444 || Iter Time:0.05853605270385742 || Total time:7.600786447525024 Iteration: 114 || Clusters count: 13 || Log posterior: -3881.8385801983077 || Iter Time:0.015288829803466797 || Total time:7.616075277328491 Loading and distributing data: 0.000203 seconds (789 allocations: 54.531 KiB) Iteration: 115 || Clusters count: 13 || Log posterior: -3862.3475980836006 || Iter Time:0.01029205322265625 || Total time:7.6263673305511475 Iteration: 116 || Clusters count: 13 || Log posterior: -3852.5761245172903 || Iter Time:0.014796972274780273 || Total time:7.641164302825928 Loading and distributing data: 0.000127 seconds (128 allocations: 12.977 KiB) Iteration: 117 || Clusters count: 13 || Log posterior: -3857.6441819738898 || Iter Time:0.010478973388671875 || Total time:7.6516432762146 Iteration: 118 || Clusters count: 13 || Log posterior: -3843.8505227935407 || Iter Time:0.014312982559204102 || Total time:7.665956258773804 Loading and distributing data: 0.000112 seconds (128 allocations: 12.977 KiB) Iteration: 119 || Clusters count: 13 || Log posterior: -3834.2772171513097 || Iter Time:0.010663032531738281 || Total time:7.676619291305542 Iteration: 120 || Clusters count: 13 || Log posterior: -3826.7019483602044 || Iter Time:0.014700889587402344 || Total time:7.691320180892944 Loading and distributing data: 0.000122 seconds (128 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Log posterior: -3844.5615169655284 || Iter Time:0.01647496223449707 || Total time:7.861452102661133 Loading and distributing data: 0.000121 seconds (128 allocations: 12.977 KiB) Iteration: 133 || Clusters count: 13 || Log posterior: -3846.486990722155 || Iter Time:0.012490034103393555 || Total time:7.873942136764526 Iteration: 134 || Clusters count: 13 || Log posterior: -3841.7551015973104 || Iter Time:0.016802072525024414 || Total time:7.890744209289551 Loading and distributing data: 0.000149 seconds (128 allocations: 12.977 KiB) Iteration: 135 || Clusters count: 13 || Log posterior: -3844.826067460838 || Iter Time:0.012856006622314453 || Total time:7.903600215911865 Iteration: 136 || Clusters count: 13 || Log posterior: -3837.1097244314574 || Iter Time:0.016252994537353516 || Total time:7.919853210449219 Loading and distributing data: 0.000124 seconds (128 allocations: 12.977 KiB) Iteration: 137 || Clusters count: 13 || Log posterior: -3847.6548260335944 || Iter 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Iteration: 143 || Clusters count: 13 || Log posterior: -3867.778526641863 || Iter Time:0.012439966201782227 || Total time:8.016490936279297 Iteration: 144 || Clusters count: 13 || Log posterior: -3849.913671431581 || Iter Time:0.016678810119628906 || Total time:8.033169746398926 Loading and distributing data: 0.000133 seconds (128 allocations: 12.977 KiB) Iteration: 145 || Clusters count: 13 || Log posterior: -3916.108859893779 || Iter Time:0.01285409927368164 || Total time:8.046023845672607 Iteration: 146 || Clusters count: 13 || Log posterior: -3906.547040052849 || Iter Time:0.015050888061523438 || Total time:8.06107473373413 Loading and distributing data: 0.000127 seconds (128 allocations: 12.977 KiB) Iteration: 147 || Clusters count: 13 || Log posterior: -3929.8643679843203 || Iter Time:0.010837793350219727 || Total time:8.07191252708435 Iteration: 148 || Clusters count: 13 || Log posterior: -3914.373179121597 || Iter Time:0.01589488983154297 || Total time:8.087807416915894 Loading 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Iteration: 210 || Clusters count: 13 || Log posterior: -3886.892078613437 || Iter Time:0.01652812957763672 || Total time:8.998758316040039 Loading and distributing data: 0.000120 seconds (128 allocations: 12.977 KiB) Iteration: 211 || Clusters count: 13 || Log posterior: -3895.86677758374 || Iter Time:0.012284994125366211 || Total time:9.011043310165405 Iteration: 212 || Clusters count: 13 || Log posterior: -3887.484693639443 || Iter Time:0.01660299301147461 || Total time:9.02764630317688 Loading and distributing data: 0.000134 seconds (128 allocations: 12.977 KiB) Iteration: 213 || Clusters count: 13 || Log posterior: -3889.348135948432 || Iter Time:0.012591838836669922 || Total time:9.04023814201355 Iteration: 214 || Clusters count: 13 || Log posterior: -3884.8685741102836 || Iter Time:0.016681909561157227 || Total time:9.056920051574707 Loading and distributing data: 0.000125 seconds (128 allocations: 12.977 KiB) Iteration: 215 || Clusters count: 13 || Log posterior: 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Iteration: 243 || Clusters count: 13 || Log posterior: -3850.8245907029313 || Iter Time:0.012874126434326172 || Total time:9.495498895645142 Iteration: 244 || Clusters count: 13 || Log posterior: -3850.1214844092747 || Iter Time:0.016892194747924805 || Total time:9.512391090393066 Loading and distributing data: 0.000115 seconds (128 allocations: 12.977 KiB) Iteration: 245 || Clusters count: 13 || Log posterior: -3867.718170360632 || Iter Time:0.012357950210571289 || Total time:9.524749040603638 Iteration: 246 || Clusters count: 13 || Log posterior: -3860.544487462665 || Iter Time:0.016010046005249023 || Total time:9.540759086608887 Loading and distributing data: 0.000127 seconds (128 allocations: 12.977 KiB) Iteration: 247 || Clusters count: 13 || Log posterior: -3853.9118713956364 || Iter Time:0.012204170227050781 || Total time:9.552963256835938 Iteration: 248 || Clusters count: 13 || Log posterior: -3851.1401273689116 || Iter Time:0.015799999237060547 || Total time:9.568763256072998 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Iteration: 293 || Clusters count: 13 || Log posterior: -3874.3710144611123 || Iter Time:0.011916875839233398 || Total time:10.224513292312622 Iteration: 294 || Clusters count: 13 || Log posterior: -3873.6759637837495 || Iter Time:0.016056060791015625 || Total time:10.240569353103638 Loading and distributing data: 0.000126 seconds (128 allocations: 12.977 KiB) Iteration: 295 || Clusters count: 13 || Log posterior: -3914.0300775855067 || Iter Time:0.011667966842651367 || Total time:10.252237319946289 Iteration: 296 || Clusters count: 13 || Log posterior: -3905.1391544502703 || Iter Time:0.015665054321289062 || Total time:10.267902374267578 Loading and distributing data: 0.000121 seconds (128 allocations: 12.977 KiB) Iteration: 297 || Clusters count: 13 || Log posterior: -3873.185901428967 || Iter Time:0.012160778045654297 || Total time:10.280063152313232 Iteration: 298 || Clusters count: 13 || Log posterior: -3851.6220919102543 || Iter Time:0.01632404327392578 || Total 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Iteration: 315 || Clusters count: 13 || Log posterior: -3889.3010012162185 || Iter Time:0.012391805648803711 || Total time:10.562146186828613 Iteration: 316 || Clusters count: 13 || Log posterior: -3883.377783200756 || Iter Time:0.015040159225463867 || Total time:10.577186346054077 Loading and distributing data: 0.000148 seconds (128 allocations: 12.977 KiB) Iteration: 317 || Clusters count: 13 || Log posterior: -3891.8504183966475 || Iter Time:0.010804891586303711 || Total time:10.58799123764038 Iteration: 318 || Clusters count: 13 || Log posterior: -3885.816931836234 || Iter Time:0.015170812606811523 || Total time:10.603162050247192 Loading and distributing data: 0.000133 seconds (128 allocations: 12.977 KiB) Iteration: 319 || Clusters count: 13 || Log posterior: -3878.3287646914437 || Iter Time:0.011220932006835938 || Total time:10.614382982254028 Iteration: 320 || Clusters count: 13 || Log posterior: -3869.46917564519 || Iter Time:0.016214847564697266 || Total 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Iteration: 475 || Clusters count: 13 || Log posterior: -3899.5982249421127 || Iter Time:0.012288093566894531 || Total time:12.9316565990448 Iteration: 476 || Clusters count: 13 || Log posterior: -3892.1357075833844 || Iter Time:0.015674114227294922 || Total time:12.947330713272095 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 477 || Clusters count: 13 || Log posterior: -3903.280363985039 || Iter Time:0.011942863464355469 || Total time:12.95927357673645 Iteration: 478 || Clusters count: 13 || Log posterior: -3897.520413788967 || Iter Time:0.01889204978942871 || Total time:12.978165626525879 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 479 || Clusters count: 13 || Log posterior: -3869.140442911343 || Iter Time:0.011876106262207031 || Total time:12.990041732788086 Iteration: 480 || Clusters count: 13 || Log posterior: -3863.329963037419 || Iter Time:0.01641702651977539 || Total time:13.006458759307861 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|| Log posterior: -3840.0467897300314 || Iter Time:0.013451099395751953 || Total time:13.252468347549438 Iteration: 498 || Clusters count: 13 || Log posterior: -3828.5357273218256 || Iter Time:0.01731586456298828 || Total time:13.269784212112427 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 499 || Clusters count: 14 || Log posterior: -3870.104650908737 || Iter Time:0.012537002563476562 || Total time:13.282321214675903 Iteration: 500 || Clusters count: 13 || Log posterior: -3849.7554403567733 || Iter Time:0.01635885238647461 || Total time:13.298680067062378 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 501 || Clusters count: 13 || Log posterior: -3874.6041909223686 || Iter Time:0.01114797592163086 || Total time:13.309828042984009 Iteration: 502 || Clusters count: 13 || Log posterior: -3862.3961929136008 || Iter Time:0.015505075454711914 || Total time:13.32533311843872 Loading and distributing data: 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Iteration: 514 || Clusters count: 13 || Log posterior: -3868.2326737889935 || Iter Time:0.015058040618896484 || Total time:13.50909948348999 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 515 || Clusters count: 13 || Log posterior: -3860.148636351935 || Iter Time:0.01137995719909668 || Total time:13.520479440689087 Iteration: 516 || Clusters count: 13 || Log posterior: -3847.0830611894453 || Iter Time:0.015475034713745117 || Total time:13.535954475402832 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 517 || Clusters count: 13 || Log posterior: -3833.923303798365 || Iter Time:0.011963844299316406 || Total time:13.547918319702148 Iteration: 518 || Clusters count: 13 || Log posterior: -3828.491385162128 || Iter Time:0.016319990158081055 || Total time:13.56423830986023 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 519 || Clusters count: 13 || Log posterior: 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Iteration: 547 || Clusters count: 12 || Log posterior: -3869.055548309102 || Iter Time:0.011351823806762695 || Total time:13.967406272888184 Iteration: 548 || Clusters count: 12 || Log posterior: -3862.747467192861 || Iter Time:0.015388965606689453 || Total time:13.982795238494873 Loading and distributing data: 0.000145 seconds (129 allocations: 12.992 KiB) Iteration: 549 || Clusters count: 12 || Log posterior: -3889.618798331097 || Iter Time:0.0117340087890625 || Total time:13.994529247283936 Iteration: 550 || Clusters count: 12 || Log posterior: -3883.6007099344192 || Iter Time:0.01542806625366211 || Total time:14.009957313537598 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 551 || Clusters count: 12 || Log posterior: -3877.9634278089143 || Iter Time:0.010723114013671875 || Total time:14.02068042755127 Iteration: 552 || Clusters count: 12 || Log posterior: -3866.577143700484 || Iter Time:0.014872074127197266 || Total time:14.035552501678467 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Iteration: 641 || Clusters count: 13 || Log posterior: -3874.4387166848414 || Iter Time:0.01239919662475586 || Total time:15.249261379241943 Iteration: 642 || Clusters count: 13 || Log posterior: -3868.9210431265024 || Iter Time:0.017434120178222656 || Total time:15.266695499420166 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 643 || Clusters count: 13 || Log posterior: -3851.6503424300854 || Iter Time:0.013659954071044922 || Total time:15.280355453491211 Iteration: 644 || Clusters count: 13 || Log posterior: -3848.139237179846 || Iter Time:0.016616106033325195 || Total time:15.296971559524536 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 645 || Clusters count: 13 || Log posterior: -3851.6985013562685 || Iter Time:0.012872934341430664 || Total time:15.309844493865967 Iteration: 646 || Clusters count: 13 || Log posterior: -3848.1529529295726 || Iter Time:0.017091035842895508 || Total 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13 || Log posterior: -3836.996351570346 || Iter Time:0.017503976821899414 || Total time:15.420243501663208 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 653 || Clusters count: 13 || Log posterior: -3890.4655791526875 || Iter Time:0.012451887130737305 || Total time:15.432695388793945 Iteration: 654 || Clusters count: 13 || Log posterior: -3883.971902854927 || Iter Time:0.0371551513671875 || Total time:15.469850540161133 Loading and distributing data: 0.000144 seconds (129 allocations: 13.023 KiB) Iteration: 655 || Clusters count: 13 || Log posterior: -3878.6205597202206 || Iter Time:0.011964082717895508 || Total time:15.481814622879028 Iteration: 656 || Clusters count: 13 || Log posterior: -3873.6687622783074 || Iter Time:0.016213178634643555 || Total time:15.498027801513672 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 657 || Clusters count: 13 || Log posterior: -3851.231059107068 || Iter 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Iteration: 663 || Clusters count: 13 || Log posterior: -3921.8667796941636 || Iter Time:0.012090206146240234 || Total time:15.594788074493408 Iteration: 664 || Clusters count: 13 || Log posterior: -3916.6698028209007 || Iter Time:0.01657700538635254 || Total time:15.61136507987976 Loading and distributing data: 0.000142 seconds (129 allocations: 12.992 KiB) Iteration: 665 || Clusters count: 13 || Log posterior: -3867.6697550543367 || Iter Time:0.011981964111328125 || Total time:15.623347043991089 Iteration: 666 || Clusters count: 13 || Log posterior: -3865.0415911768305 || Iter Time:0.01857614517211914 || Total time:15.641923189163208 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 667 || Clusters count: 13 || Log posterior: -3882.8048096961925 || Iter Time:0.011964082717895508 || Total time:15.653887271881104 Iteration: 668 || Clusters count: 13 || Log posterior: -3879.504925326782 || Iter Time:0.016273021697998047 || Total 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Iteration: 685 || Clusters count: 13 || Log posterior: -3863.0779019096285 || Iter Time:0.011801004409790039 || Total time:15.912795782089233 Iteration: 686 || Clusters count: 13 || Log posterior: -3857.2286960490455 || Iter Time:0.01530003547668457 || Total time:15.928095817565918 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 687 || Clusters count: 13 || Log posterior: -3900.316464053658 || Iter Time:0.01118016242980957 || Total time:15.939275979995728 Iteration: 688 || Clusters count: 13 || Log posterior: -3895.3642854976024 || Iter Time:0.01477193832397461 || Total time:15.954047918319702 Loading and distributing data: 0.000147 seconds (129 allocations: 12.992 KiB) Iteration: 689 || Clusters count: 13 || Log posterior: -3860.6857880175767 || Iter Time:0.03138399124145508 || Total time:15.985431909561157 Iteration: 690 || Clusters count: 13 || Log posterior: -3855.905556431961 || Iter Time:0.015558004379272461 || Total time:16.00098991394043 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Iteration: 829 || Clusters count: 13 || Log posterior: -3864.560764124395 || Iter Time:0.011338949203491211 || Total time:18.00862979888916 Iteration: 830 || Clusters count: 13 || Log posterior: -3852.9248656322766 || Iter Time:0.03532004356384277 || Total time:18.043949842453003 Loading and distributing data: 0.000133 seconds (129 allocations: 13.023 KiB) Iteration: 831 || Clusters count: 13 || Log posterior: -3913.6107505054824 || Iter Time:0.011399030685424805 || Total time:18.055348873138428 Iteration: 832 || Clusters count: 13 || Log posterior: -3902.869031308365 || Iter Time:0.01495504379272461 || Total time:18.070303916931152 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 833 || Clusters count: 13 || Log posterior: -3875.373560876443 || Iter Time:0.01085519790649414 || Total time:18.081159114837646 Iteration: 834 || Clusters count: 13 || Log posterior: -3866.2655228451017 || Iter Time:0.015043973922729492 || Total time:18.096203088760376 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Iteration: 868 || Clusters count: 13 || Log posterior: -3898.6840206763977 || Iter Time:0.015824079513549805 || Total time:18.5596821308136 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 869 || Clusters count: 13 || Log posterior: -3850.8691387286535 || Iter Time:0.011677980422973633 || Total time:18.571360111236572 Iteration: 870 || Clusters count: 13 || Log posterior: -3846.8898145863654 || Iter Time:0.015780925750732422 || Total time:18.587141036987305 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 871 || Clusters count: 13 || Log posterior: -3812.791787144716 || Iter Time:0.011626958847045898 || Total time:18.59876799583435 Iteration: 872 || Clusters count: 13 || Log posterior: -3804.3474859494945 || Iter Time:0.015802860260009766 || Total time:18.61457085609436 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 873 || Clusters count: 13 || Log posterior: 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count: 13 || Log posterior: -3862.9487613100005 || Iter Time:0.015575885772705078 || Total time:18.86099410057068 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 891 || Clusters count: 13 || Log posterior: -3904.2039967742376 || Iter Time:0.011265993118286133 || Total time:18.872260093688965 Iteration: 892 || Clusters count: 13 || Log posterior: -3902.3495913532183 || Iter Time:0.015727996826171875 || Total time:18.887988090515137 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 893 || Clusters count: 13 || Log posterior: -3890.1292062788984 || Iter Time:0.01163482666015625 || Total time:18.899622917175293 Iteration: 894 || Clusters count: 13 || Log posterior: -3882.0920610293906 || Iter Time:0.015787124633789062 || Total time:18.915410041809082 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 895 || Clusters count: 13 || Log posterior: -3861.6818190362505 || Iter 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Iteration: 901 || Clusters count: 13 || Log posterior: -3860.103075521585 || Iter Time:0.033103227615356445 || Total time:19.030680418014526 Iteration: 902 || Clusters count: 13 || Log posterior: -3847.7164862080244 || Iter Time:0.01532888412475586 || Total time:19.046009302139282 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 903 || Clusters count: 13 || Log posterior: -3860.9086522558823 || Iter Time:0.011149883270263672 || Total time:19.057159185409546 Iteration: 904 || Clusters count: 13 || Log posterior: -3854.9303089209648 || Iter Time:0.014935970306396484 || Total time:19.072095155715942 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 905 || Clusters count: 13 || Log posterior: -3873.0109092114617 || Iter Time:0.011268138885498047 || Total time:19.08336329460144 Iteration: 906 || Clusters count: 13 || Log posterior: -3865.0130996489697 || Iter Time:0.015268087387084961 || Total time:19.098631381988525 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 907 || Clusters count: 13 || Log posterior: -3890.7858897546407 || Iter Time:0.011054039001464844 || Total time:19.10968542098999 Iteration: 908 || Clusters count: 13 || Log posterior: -3879.4845160636287 || Iter Time:0.015094995498657227 || Total time:19.124780416488647 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 909 || Clusters count: 13 || Log posterior: -3903.9795831561355 || Iter Time:0.01120305061340332 || Total time:19.13598346710205 Iteration: 910 || Clusters count: 13 || Log posterior: -3891.265584437463 || Iter Time:0.015924930572509766 || Total time:19.15190839767456 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 911 || Clusters count: 13 || Log posterior: -3849.413675972832 || Iter Time:0.011185169219970703 || Total time:19.16309356689453 Iteration: 912 || Clusters count: 13 || Log posterior: -3845.6589859539586 || Iter Time:0.01508188247680664 || Total time:19.178175449371338 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 913 || Clusters count: 13 || Log posterior: -3864.780204441244 || Iter Time:0.011255979537963867 || Total time:19.1894314289093 Iteration: 914 || Clusters count: 13 || Log posterior: -3855.6226836008955 || Iter Time:0.014900922775268555 || Total time:19.20433235168457 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 915 || Clusters count: 13 || Log posterior: -3870.63214107033 || Iter Time:0.011258840560913086 || Total time:19.215591192245483 Iteration: 916 || Clusters count: 13 || Log posterior: -3863.6669836856345 || Iter Time:0.015314102172851562 || Total time:19.230905294418335 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 917 || Clusters count: 13 || Log posterior: -3875.271749175861 || Iter 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Iteration: 923 || Clusters count: 13 || Log posterior: -3823.9093878065514 || Iter Time:0.012581825256347656 || Total time:19.32685422897339 Iteration: 924 || Clusters count: 13 || Log posterior: -3817.0781973745225 || Iter Time:0.01621699333190918 || Total time:19.343071222305298 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 925 || Clusters count: 13 || Log posterior: -3853.192131134549 || Iter Time:0.011505126953125 || Total time:19.354576349258423 Iteration: 926 || Clusters count: 13 || Log posterior: -3840.9558090778596 || Iter Time:0.016314983367919922 || Total time:19.370891332626343 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 927 || Clusters count: 13 || Log posterior: -3883.7362202020076 || Iter Time:0.012779951095581055 || Total time:19.383671283721924 Iteration: 928 || Clusters count: 13 || Log posterior: -3877.5823792151787 || Iter Time:0.01695704460144043 || Total time:19.400628328323364 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 929 || Clusters count: 13 || Log posterior: -3934.8132919226305 || Iter Time:0.01194906234741211 || Total time:19.412577390670776 Iteration: 930 || Clusters count: 13 || Log posterior: -3924.562772441044 || Iter Time:0.014837980270385742 || Total time:19.427415370941162 Loading and distributing data: 0.000151 seconds (129 allocations: 12.992 KiB) Iteration: 931 || Clusters count: 13 || Log posterior: -3907.0216316203127 || Iter Time:0.011342048645019531 || Total time:19.43875741958618 Iteration: 932 || Clusters count: 13 || Log posterior: -3897.7897674636442 || Iter Time:0.01506495475769043 || Total time:19.453822374343872 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 933 || Clusters count: 13 || Log posterior: -3865.9329395986624 || Iter Time:0.01170802116394043 || Total time:19.465530395507812 Iteration: 934 || Clusters count: 13 || Log posterior: -3856.6889541633263 || Iter Time:0.015397071838378906 || Total time:19.48092746734619 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 935 || Clusters count: 13 || Log posterior: -3851.1229830157545 || Iter Time:0.012178182601928711 || Total time:19.49310564994812 Iteration: 936 || Clusters count: 13 || Log posterior: -3849.0301204959424 || Iter Time:0.01661515235900879 || Total time:19.50972080230713 Loading and distributing data: 0.000146 seconds (129 allocations: 12.992 KiB) Iteration: 937 || Clusters count: 13 || Log posterior: -3868.8783757057545 || Iter Time:0.032460927963256836 || Total time:19.542181730270386 Iteration: 938 || Clusters count: 13 || Log posterior: -3865.932191769726 || Iter Time:0.015813827514648438 || Total time:19.557995557785034 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 939 || Clusters count: 13 || Log posterior: -3851.6590435356943 || Iter Time:0.012293100357055664 || 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|| Log posterior: -3817.3020511639857 || Iter Time:0.011722087860107422 || Total time:19.657559633255005 Iteration: 946 || Clusters count: 13 || Log posterior: -3812.557239333903 || Iter Time:0.015235185623168945 || Total time:19.672794818878174 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 947 || Clusters count: 13 || Log posterior: -3844.5640497785303 || Iter Time:0.011170148849487305 || Total time:19.68396496772766 Iteration: 948 || Clusters count: 13 || Log posterior: -3834.174444101592 || Iter Time:0.015486955642700195 || Total time:19.69945192337036 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 949 || Clusters count: 13 || Log posterior: -3846.612069213318 || Iter Time:0.011003971099853516 || Total time:19.710455894470215 Iteration: 950 || Clusters count: 13 || Log posterior: -3839.4282723248207 || Iter Time:0.015175819396972656 || Total time:19.725631713867188 Loading and distributing data: 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Iteration: 962 || Clusters count: 13 || Log posterior: -3799.692328602651 || Iter Time:0.016121864318847656 || Total time:19.89097571372986 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 963 || Clusters count: 13 || Log posterior: -3813.9616805504497 || Iter Time:0.012213945388793945 || Total time:19.903189659118652 Iteration: 964 || Clusters count: 13 || Log posterior: -3798.326290719246 || Iter Time:0.016231060028076172 || Total time:19.91942071914673 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 965 || Clusters count: 13 || Log posterior: -3860.2896364394496 || Iter Time:0.011924028396606445 || Total time:19.931344747543335 Iteration: 966 || Clusters count: 13 || Log posterior: -3856.990439549137 || Iter Time:0.015069961547851562 || Total time:19.946414709091187 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 967 || Clusters count: 13 || Log posterior: 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Iteration: 995 || Clusters count: 13 || Log posterior: -3812.724748175624 || Iter Time:0.013273954391479492 || Total time:20.369771718978882 Iteration: 996 || Clusters count: 13 || Log posterior: -3805.102745144176 || Iter Time:0.017155885696411133 || Total time:20.386927604675293 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 997 || Clusters count: 13 || Log posterior: -3848.7944148954653 || Iter Time:0.01291203498840332 || Total time:20.399839639663696 Iteration: 998 || Clusters count: 13 || Log posterior: -3835.345959730098 || Iter Time:0.017776966094970703 || Total time:20.417616605758667 Loading and distributing data: 0.000142 seconds (129 allocations: 12.992 KiB) Iteration: 999 || Clusters count: 13 || Log posterior: -3839.945078260193 || Iter Time:0.012858152389526367 || Total time:20.430474758148193 Iteration: 1000 || Clusters count: 13 || Log posterior: -3833.9880433860976 || Iter Time:0.017676115036010742 || Total 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KiB) Iteration: 1215 || Clusters count: 13 || Log posterior: -3830.975358206189 || Iter Time:0.011425018310546875 || Total time:23.493297815322876 Iteration: 1216 || Clusters count: 13 || Log posterior: -3825.890673763372 || Iter Time:0.015846967697143555 || Total time:23.50914478302002 Loading and distributing data: 0.000148 seconds (129 allocations: 12.992 KiB) Iteration: 1217 || Clusters count: 13 || Log posterior: -3831.7462214192115 || Iter Time:0.012590885162353516 || Total time:23.521735668182373 Iteration: 1218 || Clusters count: 13 || Log posterior: -3827.9908750622517 || Iter Time:0.015698909759521484 || Total time:23.537434577941895 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1219 || Clusters count: 13 || Log posterior: -3847.4794285101048 || Iter Time:0.011095046997070312 || Total time:23.548529624938965 Iteration: 1220 || Clusters count: 13 || Log posterior: -3842.254469867335 || Iter Time:0.014832019805908203 || Total 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KiB) Iteration: 1237 || Clusters count: 13 || Log posterior: -3897.197803194823 || Iter Time:0.011622190475463867 || Total time:23.819215059280396 Iteration: 1238 || Clusters count: 13 || Log posterior: -3885.1425150758473 || Iter Time:0.015516042709350586 || Total time:23.834731101989746 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1239 || Clusters count: 13 || Log posterior: -3877.5279357767786 || Iter Time:0.012807846069335938 || Total time:23.847538948059082 Iteration: 1240 || Clusters count: 13 || Log posterior: -3861.2273210033127 || Iter Time:0.016561031341552734 || Total time:23.864099979400635 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1241 || Clusters count: 13 || Log posterior: -3841.0219306382787 || Iter Time:0.012717962265014648 || Total time:23.87681794166565 Iteration: 1242 || Clusters count: 13 || Log posterior: -3839.4471523807447 || Iter Time:0.016629934310913086 || Total 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13 || Log posterior: -3831.2093831261855 || Iter Time:0.017286062240600586 || Total time:23.985084056854248 Loading and distributing data: 0.000147 seconds (129 allocations: 12.992 KiB) Iteration: 1249 || Clusters count: 13 || Log posterior: -3833.582006132881 || Iter Time:0.014153003692626953 || Total time:23.999237060546875 Iteration: 1250 || Clusters count: 13 || Log posterior: -3827.342667394654 || Iter Time:0.0165250301361084 || Total time:24.015762090682983 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1251 || Clusters count: 13 || Log posterior: -3868.3879887388352 || Iter Time:0.01241612434387207 || Total time:24.028178215026855 Iteration: 1252 || Clusters count: 13 || Log posterior: -3866.182688499564 || Iter Time:0.015539884567260742 || Total time:24.043718099594116 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1253 || Clusters count: 13 || Log posterior: -3920.4706835760985 || Iter 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KiB) Iteration: 1259 || Clusters count: 13 || Log posterior: -3894.331320879018 || Iter Time:0.011750936508178711 || Total time:24.137230157852173 Iteration: 1260 || Clusters count: 13 || Log posterior: -3880.516515339324 || Iter Time:0.016920804977416992 || Total time:24.15415096282959 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1261 || Clusters count: 13 || Log posterior: -3906.4001069980413 || Iter Time:0.012603998184204102 || Total time:24.166754961013794 Iteration: 1262 || Clusters count: 13 || Log posterior: -3905.1085057484424 || Iter Time:0.015839099884033203 || Total time:24.182594060897827 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1263 || Clusters count: 13 || Log posterior: -3912.6672157363028 || Iter Time:0.012269973754882812 || Total time:24.19486403465271 Iteration: 1264 || Clusters count: 13 || Log posterior: -3907.687794357138 || Iter Time:0.016215085983276367 || Total 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13 || Log posterior: -3940.5468366494606 || Iter Time:0.015935897827148438 || Total time:24.298513650894165 Loading and distributing data: 0.000150 seconds (134 allocations: 13.148 KiB) Iteration: 1271 || Clusters count: 13 || Log posterior: -3900.359740364356 || Iter Time:0.012932062149047852 || Total time:24.311445713043213 Iteration: 1272 || Clusters count: 13 || Log posterior: -3889.0232400714326 || Iter Time:0.03820085525512695 || Total time:24.34964656829834 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1273 || Clusters count: 13 || Log posterior: -3853.1007947523813 || Iter Time:0.011013031005859375 || Total time:24.3606595993042 Iteration: 1274 || Clusters count: 13 || Log posterior: -3847.6907787074747 || Iter Time:0.01505899429321289 || Total time:24.375718593597412 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1275 || Clusters count: 13 || Log posterior: -3876.533250512249 || Iter 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Iteration: 1281 || Clusters count: 13 || Log posterior: -3823.3513257619366 || Iter Time:0.011505126953125 || Total time:24.471376657485962 Iteration: 1282 || Clusters count: 13 || Log posterior: -3818.8197120050986 || Iter Time:0.01505899429321289 || Total time:24.486435651779175 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1283 || Clusters count: 13 || Log posterior: -3836.22613620074 || Iter Time:0.01203608512878418 || Total time:24.49847173690796 Iteration: 1284 || Clusters count: 13 || Log posterior: -3832.457544324463 || Iter Time:0.016225099563598633 || Total time:24.514696836471558 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1285 || Clusters count: 13 || Log posterior: -3905.6417285792204 || Iter Time:0.01211094856262207 || Total time:24.52680778503418 Iteration: 1286 || Clusters count: 13 || Log posterior: -3900.9383094386194 || Iter Time:0.016397953033447266 || Total 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KiB) Iteration: 1303 || Clusters count: 13 || Log posterior: -3891.9194692657998 || Iter Time:0.011816978454589844 || Total time:24.787804126739502 Iteration: 1304 || Clusters count: 13 || Log posterior: -3883.3095498153853 || Iter Time:0.015956878662109375 || Total time:24.80376100540161 Loading and distributing data: 0.000136 seconds (134 allocations: 13.148 KiB) Iteration: 1305 || Clusters count: 14 || Log posterior: -3873.1498977457477 || Iter Time:0.012820005416870117 || Total time:24.81658101081848 Iteration: 1306 || Clusters count: 13 || Log posterior: -3858.129926693083 || Iter Time:0.016178131103515625 || Total time:24.832759141921997 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1307 || Clusters count: 13 || Log posterior: -3849.6359331492336 || Iter Time:0.01157999038696289 || Total time:24.84433913230896 Iteration: 1308 || Clusters count: 13 || Log posterior: -3845.4836904952062 || Iter Time:0.0373530387878418 || Total 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Iteration: 1325 || Clusters count: 13 || Log posterior: -3860.1518159803136 || Iter Time:0.012665987014770508 || Total time:25.12295365333557 Iteration: 1326 || Clusters count: 13 || Log posterior: -3857.717069177917 || Iter Time:0.01649308204650879 || Total time:25.13944673538208 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1327 || Clusters count: 13 || Log posterior: -3846.129102288936 || Iter Time:0.012227058410644531 || Total time:25.151673793792725 Iteration: 1328 || Clusters count: 13 || Log posterior: -3840.6897739561027 || Iter Time:0.016067028045654297 || Total time:25.16774082183838 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1329 || Clusters count: 13 || Log posterior: -3836.982471964332 || Iter Time:0.011722087860107422 || Total time:25.179462909698486 Iteration: 1330 || Clusters count: 13 || Log posterior: -3827.241048060547 || Iter Time:0.016376018524169922 || Total 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Iteration: 1457 || Clusters count: 13 || Log posterior: -3924.8874796385626 || Iter Time:0.012756824493408203 || Total time:27.12953519821167 Iteration: 1458 || Clusters count: 13 || Log posterior: -3909.3820815275362 || Iter Time:0.016477108001708984 || Total time:27.14601230621338 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1459 || Clusters count: 13 || Log posterior: -3920.72918684482 || Iter Time:0.011831998825073242 || Total time:27.157844305038452 Iteration: 1460 || Clusters count: 13 || Log posterior: -3913.4088043561546 || Iter Time:0.016723155975341797 || Total time:27.174567461013794 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1461 || Clusters count: 13 || Log posterior: -3857.960193080895 || Iter Time:0.01240086555480957 || Total time:27.186968326568604 Iteration: 1462 || Clusters count: 13 || Log posterior: -3849.993016167629 || Iter Time:0.016571044921875 || Total 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KiB) Iteration: 1479 || Clusters count: 13 || Log posterior: -3820.7957259101504 || Iter Time:0.012471914291381836 || Total time:27.444634675979614 Iteration: 1480 || Clusters count: 13 || Log posterior: -3820.6394656997436 || Iter Time:0.016345977783203125 || Total time:27.460980653762817 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1481 || Clusters count: 13 || Log posterior: -3871.9450473158113 || Iter Time:0.012505054473876953 || Total time:27.473485708236694 Iteration: 1482 || Clusters count: 13 || Log posterior: -3860.2821448657933 || Iter Time:0.016668081283569336 || Total time:27.490153789520264 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1483 || Clusters count: 13 || Log posterior: -3893.2241820681934 || Iter Time:0.01238107681274414 || Total time:27.502534866333008 Iteration: 1484 || Clusters count: 13 || Log posterior: -3874.0309391002993 || Iter Time:0.01672816276550293 || Total 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KiB) Iteration: 1501 || Clusters count: 13 || Log posterior: -3849.8829041262247 || Iter Time:0.013080835342407227 || Total time:27.7878737449646 Iteration: 1502 || Clusters count: 13 || Log posterior: -3849.0068608345805 || Iter Time:0.017167091369628906 || Total time:27.80504083633423 Loading and distributing data: 0.000141 seconds (129 allocations: 12.992 KiB) Iteration: 1503 || Clusters count: 13 || Log posterior: -3829.9569260131993 || Iter Time:0.012748956680297852 || Total time:27.817789793014526 Iteration: 1504 || Clusters count: 13 || Log posterior: -3819.3833734164896 || Iter Time:0.01646900177001953 || Total time:27.834258794784546 Loading and distributing data: 0.000152 seconds (129 allocations: 12.992 KiB) Iteration: 1505 || Clusters count: 13 || Log posterior: -3882.8910210502763 || Iter Time:0.012134075164794922 || Total time:27.84639286994934 Iteration: 1506 || Clusters count: 13 || Log posterior: -3872.8685435296156 || Iter Time:0.0162351131439209 || Total 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13 || Log posterior: -3817.7969566779084 || Iter Time:0.01658797264099121 || Total time:27.949251174926758 Loading and distributing data: 0.000141 seconds (129 allocations: 12.992 KiB) Iteration: 1513 || Clusters count: 13 || Log posterior: -3843.537545048444 || Iter Time:0.01202702522277832 || Total time:27.961278200149536 Iteration: 1514 || Clusters count: 13 || Log posterior: -3832.654105785681 || Iter Time:0.015857934951782227 || Total time:27.97713613510132 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1515 || Clusters count: 13 || Log posterior: -3832.0088595457337 || Iter Time:0.011574029922485352 || Total time:27.988710165023804 Iteration: 1516 || Clusters count: 13 || Log posterior: -3828.7270577058534 || Iter Time:0.016305923461914062 || Total time:28.005016088485718 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1517 || Clusters count: 13 || Log posterior: -3867.835169980239 || Iter 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KiB) Iteration: 1523 || Clusters count: 13 || Log posterior: -3918.265336711629 || Iter Time:0.01314401626586914 || Total time:28.105684995651245 Iteration: 1524 || Clusters count: 13 || Log posterior: -3906.6209757635984 || Iter Time:0.01670694351196289 || Total time:28.122391939163208 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1525 || Clusters count: 13 || Log posterior: -3867.965645293059 || Iter Time:0.013284921646118164 || Total time:28.135676860809326 Iteration: 1526 || Clusters count: 13 || Log posterior: -3863.003743830982 || Iter Time:0.017181873321533203 || Total time:28.15285873413086 Loading and distributing data: 0.000157 seconds (129 allocations: 12.992 KiB) Iteration: 1527 || Clusters count: 13 || Log posterior: -3854.859259813311 || Iter Time:0.013007879257202148 || Total time:28.16586661338806 Iteration: 1528 || Clusters count: 13 || Log posterior: -3850.1602314052398 || Iter Time:0.016508817672729492 || Total 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Iteration: 1545 || Clusters count: 13 || Log posterior: -3845.5325069494265 || Iter Time:0.012066841125488281 || Total time:28.45904517173767 Iteration: 1546 || Clusters count: 13 || Log posterior: -3844.5842479530975 || Iter Time:0.01709294319152832 || Total time:28.4761381149292 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1547 || Clusters count: 13 || Log posterior: -3866.2542900042404 || Iter Time:0.01232600212097168 || Total time:28.48846411705017 Iteration: 1548 || Clusters count: 13 || Log posterior: -3855.0781046190277 || Iter Time:0.016308069229125977 || Total time:28.504772186279297 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1549 || Clusters count: 13 || Log posterior: -3866.310736898558 || Iter Time:0.012330055236816406 || Total time:28.517102241516113 Iteration: 1550 || Clusters count: 13 || Log posterior: -3860.259810326371 || Iter Time:0.01574087142944336 || Total 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KiB) Iteration: 1721 || Clusters count: 13 || Log posterior: -3874.644802069203 || Iter Time:0.012962818145751953 || Total time:31.116390228271484 Iteration: 1722 || Clusters count: 13 || Log posterior: -3855.623300134694 || Iter Time:0.01760411262512207 || Total time:31.133994340896606 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1723 || Clusters count: 13 || Log posterior: -3864.3579016900076 || Iter Time:0.012440919876098633 || Total time:31.146435260772705 Iteration: 1724 || Clusters count: 13 || Log posterior: -3859.2158239983064 || Iter Time:0.016437053680419922 || Total time:31.162872314453125 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1725 || Clusters count: 13 || Log posterior: -3851.9691181040075 || Iter Time:0.013158082962036133 || Total time:31.17603039741516 Iteration: 1726 || Clusters count: 13 || Log posterior: -3845.4419868304476 || Iter Time:0.015600919723510742 || Total 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Iteration: 1743 || Clusters count: 13 || Log posterior: -3858.4589246658497 || Iter Time:0.012308120727539062 || Total time:31.453221797943115 Iteration: 1744 || Clusters count: 13 || Log posterior: -3844.298918197112 || Iter Time:0.016581058502197266 || Total time:31.469802856445312 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1745 || Clusters count: 13 || Log posterior: -3808.47193846817 || Iter Time:0.012208938598632812 || Total time:31.482011795043945 Iteration: 1746 || Clusters count: 13 || Log posterior: -3805.792418986487 || Iter Time:0.017004013061523438 || Total time:31.49901580810547 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1747 || Clusters count: 13 || Log posterior: -3806.355857167813 || Iter Time:0.012313127517700195 || Total time:31.51132893562317 Iteration: 1748 || Clusters count: 13 || Log posterior: -3800.4770612243256 || Iter Time:0.016935110092163086 || Total 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Iteration: 1765 || Clusters count: 13 || Log posterior: -3852.765775868492 || Iter Time:0.013343095779418945 || Total time:31.782689332962036 Iteration: 1766 || Clusters count: 13 || Log posterior: -3839.346828020666 || Iter Time:0.01781606674194336 || Total time:31.80050539970398 Loading and distributing data: 0.000148 seconds (129 allocations: 12.992 KiB) Iteration: 1767 || Clusters count: 13 || Log posterior: -3837.5542540375886 || Iter Time:0.012965917587280273 || Total time:31.81347131729126 Iteration: 1768 || Clusters count: 13 || Log posterior: -3832.8160240052043 || Iter Time:0.0432891845703125 || Total time:31.856760501861572 Loading and distributing data: 0.000130 seconds (129 allocations: 13.023 KiB) Iteration: 1769 || Clusters count: 13 || Log posterior: -3863.0446323328306 || Iter Time:0.013905048370361328 || Total time:31.870665550231934 Iteration: 1770 || Clusters count: 13 || Log posterior: -3853.146479332454 || Iter Time:0.016324996948242188 || Total 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KiB) Iteration: 1787 || Clusters count: 13 || Log posterior: -3882.0314133025418 || Iter Time:0.01147007942199707 || Total time:32.137048959732056 Iteration: 1788 || Clusters count: 13 || Log posterior: -3856.1824441676695 || Iter Time:0.016050100326538086 || Total time:32.153099060058594 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1789 || Clusters count: 13 || Log posterior: -3903.943771706452 || Iter Time:0.012269973754882812 || Total time:32.16536903381348 Iteration: 1790 || Clusters count: 13 || Log posterior: -3877.2912105385576 || Iter Time:0.015761137008666992 || Total time:32.181130170822144 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 1791 || Clusters count: 13 || Log posterior: -3931.5392634021873 || Iter Time:0.012906074523925781 || Total time:32.19403624534607 Iteration: 1792 || Clusters count: 13 || Log posterior: -3924.4825479040433 || Iter Time:0.01672506332397461 || Total 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|| Log posterior: -3862.672479974439 || Iter Time:0.016542911529541016 || Total time:32.30067300796509 Loading and distributing data: 0.000127 seconds (134 allocations: 13.148 KiB) Iteration: 1799 || Clusters count: 14 || Log posterior: -3857.167283408797 || Iter Time:0.012887001037597656 || Total time:32.313560009002686 Iteration: 1800 || Clusters count: 14 || Log posterior: -3855.6283284779133 || Iter Time:0.01767706871032715 || Total time:32.33123707771301 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 1801 || Clusters count: 14 || Log posterior: -3874.7391916135234 || Iter Time:0.013575077056884766 || Total time:32.3448121547699 Iteration: 1802 || Clusters count: 14 || Log posterior: -3865.690198682135 || Iter Time:0.01667618751525879 || Total time:32.361488342285156 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1803 || Clusters count: 14 || Log posterior: -3894.243539520937 || Iter 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Iteration: 1809 || Clusters count: 15 || Log posterior: -3864.1093638483712 || Iter Time:0.013550043106079102 || Total time:32.491273403167725 Iteration: 1810 || Clusters count: 14 || Log posterior: -3854.0292372601316 || Iter Time:0.017065048217773438 || Total time:32.5083384513855 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1811 || Clusters count: 14 || Log posterior: -3834.146326764145 || Iter Time:0.012269973754882812 || Total time:32.52060842514038 Iteration: 1812 || Clusters count: 14 || Log posterior: -3821.356844807417 || Iter Time:0.016099929809570312 || Total time:32.53670835494995 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1813 || Clusters count: 14 || Log posterior: -3837.5160335591654 || Iter Time:0.011601924896240234 || Total time:32.54831027984619 Iteration: 1814 || Clusters count: 14 || Log posterior: -3823.916324850165 || Iter Time:0.016443967819213867 || Total 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|| Log posterior: -3808.2088906759673 || Iter Time:0.016080856323242188 || Total time:32.64776587486267 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1821 || Clusters count: 13 || Log posterior: -3813.229973528637 || Iter Time:0.011955976486206055 || Total time:32.65972185134888 Iteration: 1822 || Clusters count: 12 || Log posterior: -3805.2443041926904 || Iter Time:0.015850067138671875 || Total time:32.67557191848755 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1823 || Clusters count: 12 || Log posterior: -3882.778059580501 || Iter Time:0.01134490966796875 || Total time:32.68691682815552 Iteration: 1824 || Clusters count: 12 || Log posterior: -3882.3847967472525 || Iter Time:0.014825820922851562 || Total time:32.70174264907837 Loading and distributing data: 0.000142 seconds (129 allocations: 12.992 KiB) Iteration: 1825 || Clusters count: 12 || Log posterior: -3908.1320927227944 || Iter 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Iteration: 1831 || Clusters count: 12 || Log posterior: -3893.298726399741 || Iter Time:0.011188983917236328 || Total time:32.7905216217041 Iteration: 1832 || Clusters count: 12 || Log posterior: -3886.2654725573725 || Iter Time:0.01505589485168457 || Total time:32.805577516555786 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1833 || Clusters count: 12 || Log posterior: -3891.9014847105936 || Iter Time:0.010977029800415039 || Total time:32.8165545463562 Iteration: 1834 || Clusters count: 12 || Log posterior: -3886.1214859184042 || Iter Time:0.01616501808166504 || Total time:32.832719564437866 Loading and distributing data: 0.000153 seconds (129 allocations: 12.992 KiB) Iteration: 1835 || Clusters count: 12 || Log posterior: -3854.0135241680214 || Iter Time:0.011090993881225586 || Total time:32.84381055831909 Iteration: 1836 || Clusters count: 12 || Log posterior: -3842.3452710250185 || Iter Time:0.015755891799926758 || Total 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12 || Log posterior: -3887.464217207707 || Iter Time:0.014602899551391602 || Total time:32.934611320495605 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 1843 || Clusters count: 12 || Log posterior: -3879.536766181524 || Iter Time:0.010687112808227539 || Total time:32.94529843330383 Iteration: 1844 || Clusters count: 12 || Log posterior: -3870.4443981685195 || Iter Time:0.014798164367675781 || Total time:32.96009659767151 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1845 || Clusters count: 12 || Log posterior: -3922.233574613666 || Iter Time:0.010528087615966797 || Total time:32.970624685287476 Iteration: 1846 || Clusters count: 12 || Log posterior: -3917.3662379520406 || Iter Time:0.01416015625 || Total time:32.984784841537476 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1847 || Clusters count: 12 || Log posterior: -3854.250414922096 || Iter 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Iteration: 1853 || Clusters count: 12 || Log posterior: -3854.602911793744 || Iter Time:0.011201143264770508 || Total time:33.10148501396179 Iteration: 1854 || Clusters count: 12 || Log posterior: -3851.7088284388738 || Iter Time:0.014809131622314453 || Total time:33.116294145584106 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1855 || Clusters count: 12 || Log posterior: -3848.4146054542757 || Iter Time:0.011272907257080078 || Total time:33.12756705284119 Iteration: 1856 || Clusters count: 12 || Log posterior: -3846.4253959112793 || Iter Time:0.014678955078125 || Total time:33.14224600791931 Loading and distributing data: 0.000152 seconds (129 allocations: 12.992 KiB) Iteration: 1857 || Clusters count: 12 || Log posterior: -3882.1205817153177 || Iter Time:0.011020183563232422 || Total time:33.153266191482544 Iteration: 1858 || Clusters count: 12 || Log posterior: -3879.9642274081602 || Iter Time:0.014630794525146484 || Total 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Log posterior: -3907.991343065669 || Iter Time:0.014993906021118164 || Total time:33.24597907066345 Loading and distributing data: 0.000141 seconds (129 allocations: 12.992 KiB) Iteration: 1865 || Clusters count: 12 || Log posterior: -3910.832566615569 || Iter Time:0.011523962020874023 || Total time:33.257503032684326 Iteration: 1866 || Clusters count: 12 || Log posterior: -3904.7570581579666 || Iter Time:0.01498103141784668 || Total time:33.27248406410217 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1867 || Clusters count: 12 || Log posterior: -3878.251358079613 || Iter Time:0.01120305061340332 || Total time:33.283687114715576 Iteration: 1868 || Clusters count: 12 || Log posterior: -3877.4367436961024 || Iter Time:0.014780044555664062 || Total time:33.29846715927124 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1869 || Clusters count: 12 || Log posterior: -3840.4149042665763 || Iter 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KiB) Iteration: 1875 || Clusters count: 12 || Log posterior: -3900.4039496149226 || Iter Time:0.010782003402709961 || Total time:33.386637926101685 Iteration: 1876 || Clusters count: 12 || Log posterior: -3885.1095461350405 || Iter Time:0.015373945236206055 || Total time:33.40201187133789 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1877 || Clusters count: 12 || Log posterior: -3843.10199650756 || Iter Time:0.011994123458862305 || Total time:33.41400599479675 Iteration: 1878 || Clusters count: 12 || Log posterior: -3831.4346736442358 || Iter Time:0.014867067337036133 || Total time:33.42887306213379 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1879 || Clusters count: 12 || Log posterior: -3817.199640088124 || Iter Time:0.010815143585205078 || Total time:33.439688205718994 Iteration: 1880 || Clusters count: 12 || Log posterior: -3811.01493394469 || Iter Time:0.014637947082519531 || Total time:33.454326152801514 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1881 || Clusters count: 12 || Log posterior: -3845.6322001860185 || Iter Time:0.011183977127075195 || Total time:33.46551012992859 Iteration: 1882 || Clusters count: 12 || Log posterior: -3835.921343391418 || Iter Time:0.014657974243164062 || Total time:33.48016810417175 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1883 || Clusters count: 12 || Log posterior: -3828.6106494688565 || Iter Time:0.011485099792480469 || Total time:33.49165320396423 Iteration: 1884 || Clusters count: 12 || Log posterior: -3824.9479851179426 || Iter Time:0.014915943145751953 || Total time:33.506569147109985 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1885 || Clusters count: 12 || Log posterior: -3792.174886938919 || Iter Time:0.011100053787231445 || Total time:33.51766920089722 Iteration: 1886 || Clusters count: 12 || Log posterior: -3790.1511133518725 || Iter Time:0.014960050582885742 || Total time:33.5326292514801 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1887 || Clusters count: 12 || Log posterior: -3828.2930990287623 || Iter Time:0.011540889739990234 || Total time:33.54417014122009 Iteration: 1888 || Clusters count: 12 || Log posterior: -3822.204813948343 || Iter Time:0.015398979187011719 || Total time:33.559569120407104 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 1889 || Clusters count: 12 || Log posterior: -3865.78393638243 || Iter Time:0.011415958404541016 || Total time:33.570985078811646 Iteration: 1890 || Clusters count: 12 || Log posterior: -3863.4264454625604 || Iter Time:0.014709949493408203 || Total time:33.585695028305054 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 1891 || Clusters count: 12 || Log posterior: -3896.572187582332 || Iter Time:0.011101961135864258 || Total time:33.59679698944092 Iteration: 1892 || Clusters count: 12 || Log posterior: -3890.0346257013257 || Iter Time:0.014811038970947266 || Total time:33.611608028411865 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 1893 || Clusters count: 12 || Log posterior: -3900.6097195568705 || Iter Time:0.011136054992675781 || Total time:33.62274408340454 Iteration: 1894 || Clusters count: 12 || Log posterior: -3888.922863627727 || Iter Time:0.015417098999023438 || Total time:33.638161182403564 Loading and distributing data: 0.000152 seconds (129 allocations: 12.992 KiB) Iteration: 1895 || Clusters count: 12 || Log posterior: -3901.6231050940232 || Iter Time:0.011278152465820312 || Total time:33.649439334869385 Iteration: 1896 || Clusters count: 12 || Log posterior: -3886.30284344252 || Iter Time:0.03951120376586914 || Total time:33.688950538635254 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1897 || Clusters count: 12 || Log posterior: -3878.6461917701617 || Iter Time:0.01034402847290039 || Total time:33.699294567108154 Iteration: 1898 || Clusters count: 12 || Log posterior: -3871.177566785204 || Iter Time:0.014790058135986328 || Total time:33.71408462524414 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1899 || Clusters count: 13 || Log posterior: -3827.5084114709075 || Iter Time:0.01123809814453125 || Total time:33.72532272338867 Iteration: 1900 || Clusters count: 13 || Log posterior: -3818.4565183862696 || Iter Time:0.014605998992919922 || Total time:33.73992872238159 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1901 || Clusters count: 13 || Log posterior: -3866.564747382386 || Iter Time:0.011507034301757812 || Total time:33.75143575668335 Iteration: 1902 || Clusters count: 13 || Log posterior: -3853.3116555994993 || Iter Time:0.015464067459106445 || Total time:33.766899824142456 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1903 || Clusters count: 13 || Log posterior: -3889.063609177829 || Iter Time:0.010631084442138672 || Total time:33.777530908584595 Iteration: 1904 || Clusters count: 13 || Log posterior: -3883.9786698567787 || Iter Time:0.014744043350219727 || Total time:33.792274951934814 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1905 || Clusters count: 13 || Log posterior: -3899.470151887207 || Iter Time:0.010312080383300781 || Total time:33.802587032318115 Iteration: 1906 || Clusters count: 13 || Log posterior: -3890.0112821829134 || Iter Time:0.014879941940307617 || Total time:33.81746697425842 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1907 || Clusters count: 13 || Log posterior: -3903.8344869515863 || Iter Time:0.010751962661743164 || Total time:33.828218936920166 Iteration: 1908 || Clusters count: 13 || Log posterior: -3894.0156754998397 || Iter Time:0.01489114761352539 || Total time:33.84311008453369 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1909 || Clusters count: 13 || Log posterior: -3894.4371838805623 || Iter Time:0.01256108283996582 || Total time:33.85567116737366 Iteration: 1910 || Clusters count: 13 || Log posterior: -3886.994720046806 || Iter Time:0.01692986488342285 || Total time:33.87260103225708 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1911 || Clusters count: 13 || Log posterior: -3865.5432505765957 || Iter Time:0.011826038360595703 || Total time:33.884427070617676 Iteration: 1912 || Clusters count: 13 || Log posterior: -3861.1414957056018 || Iter Time:0.01581597328186035 || Total time:33.900243043899536 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1913 || Clusters count: 13 || Log posterior: -3887.853148764298 || Iter Time:0.012009859085083008 || Total time:33.91225290298462 Iteration: 1914 || Clusters count: 13 || Log posterior: -3878.255157851741 || Iter Time:0.016069889068603516 || Total time:33.92832279205322 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1915 || Clusters count: 13 || Log posterior: -3866.941295628841 || Iter Time:0.011715173721313477 || Total time:33.940037965774536 Iteration: 1916 || Clusters count: 13 || Log posterior: -3856.531979337549 || Iter Time:0.015954971313476562 || Total time:33.95599293708801 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1917 || Clusters count: 13 || Log posterior: -3821.9159468346706 || Iter Time:0.011583089828491211 || Total time:33.967576026916504 Iteration: 1918 || Clusters count: 13 || Log posterior: -3817.6217577792554 || Iter Time:0.015777111053466797 || Total time:33.98335313796997 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1919 || Clusters count: 13 || Log posterior: -3789.0980428813477 || Iter Time:0.012624979019165039 || Total time:33.995978116989136 Iteration: 1920 || Clusters count: 13 || Log posterior: -3782.6997229004114 || Iter Time:0.01584315299987793 || Total time:34.011821269989014 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 1921 || Clusters count: 13 || Log posterior: -3858.1895614682735 || Iter Time:0.012345075607299805 || Total time:34.02416634559631 Iteration: 1922 || Clusters count: 13 || Log posterior: -3848.267838594636 || Iter Time:0.015694856643676758 || Total time:34.03986120223999 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1923 || Clusters count: 13 || Log posterior: -3868.210759898188 || Iter Time:0.01279592514038086 || Total time:34.05265712738037 Iteration: 1924 || Clusters count: 13 || Log posterior: -3855.798581088839 || Iter Time:0.016572952270507812 || Total 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|| Log posterior: -3860.891845504348 || Iter Time:0.0160830020904541 || Total time:34.159594774246216 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1931 || Clusters count: 13 || Log posterior: -3886.572169045534 || Iter Time:0.012417078018188477 || Total time:34.172011852264404 Iteration: 1932 || Clusters count: 13 || Log posterior: -3883.9878071352714 || Iter Time:0.016382932662963867 || Total time:34.18839478492737 Loading and distributing data: 0.000141 seconds (129 allocations: 12.992 KiB) Iteration: 1933 || Clusters count: 13 || Log posterior: -3921.9536856086243 || Iter Time:0.012926101684570312 || Total time:34.20132088661194 Iteration: 1934 || Clusters count: 13 || Log posterior: -3917.811742893547 || Iter Time:0.016407012939453125 || Total time:34.21772789955139 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1935 || Clusters count: 13 || Log posterior: -3863.402578285195 || Iter Time:0.013273954391479492 || Total time:34.23100185394287 Iteration: 1936 || Clusters count: 13 || Log posterior: -3860.8953450163217 || Iter Time:0.017112016677856445 || Total time:34.24811387062073 Loading and distributing data: 0.000148 seconds (129 allocations: 12.992 KiB) Iteration: 1937 || Clusters count: 13 || Log posterior: -3894.802543597117 || Iter Time:0.03770899772644043 || Total time:34.28582286834717 Iteration: 1938 || Clusters count: 13 || Log posterior: -3884.3686478503446 || Iter Time:0.017114877700805664 || Total time:34.302937746047974 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1939 || Clusters count: 13 || Log posterior: -3889.4802764286037 || Iter Time:0.012087106704711914 || Total time:34.315024852752686 Iteration: 1940 || Clusters count: 13 || Log posterior: -3880.186386962333 || Iter Time:0.017071008682250977 || Total time:34.33209586143494 Loading and distributing data: 0.000141 seconds (129 allocations: 12.992 KiB) Iteration: 1941 || Clusters count: 13 || Log posterior: -3897.022323224928 || Iter Time:0.012180089950561523 || Total time:34.3442759513855 Iteration: 1942 || Clusters count: 13 || Log posterior: -3896.6883831077466 || Iter Time:0.016473054885864258 || Total time:34.36074900627136 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 1943 || Clusters count: 13 || Log posterior: -3902.5208471524275 || Iter Time:0.012516975402832031 || Total time:34.373265981674194 Iteration: 1944 || Clusters count: 13 || Log posterior: -3896.217034027307 || Iter Time:0.016141176223754883 || Total time:34.38940715789795 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1945 || Clusters count: 13 || Log posterior: -3901.1742080841486 || Iter Time:0.012090921401977539 || Total time:34.40149807929993 Iteration: 1946 || Clusters count: 13 || Log posterior: -3898.0515646403546 || Iter Time:0.015746116638183594 || Total time:34.41724419593811 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1947 || Clusters count: 13 || Log posterior: -3883.228115241043 || Iter Time:0.012279987335205078 || Total time:34.429524183273315 Iteration: 1948 || Clusters count: 13 || Log posterior: -3881.763686609906 || Iter Time:0.017600059509277344 || Total time:34.44712424278259 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1949 || Clusters count: 13 || Log posterior: -3892.359015053713 || Iter Time:0.011826038360595703 || Total time:34.45895028114319 Iteration: 1950 || Clusters count: 13 || Log posterior: -3885.3338586057503 || Iter Time:0.016296863555908203 || Total time:34.4752471446991 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1951 || Clusters count: 13 || Log posterior: -3890.3514728429186 || Iter Time:0.012912988662719727 || Total time:34.488160133361816 Iteration: 1952 || Clusters count: 13 || Log posterior: -3885.7763728214804 || Iter Time:0.016487836837768555 || Total time:34.504647970199585 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1953 || Clusters count: 13 || Log posterior: -3845.1741873408528 || Iter Time:0.012217998504638672 || Total time:34.516865968704224 Iteration: 1954 || Clusters count: 13 || Log posterior: -3832.98777346371 || Iter Time:0.016122817993164062 || Total time:34.53298878669739 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1955 || Clusters count: 13 || Log posterior: -3845.641242796591 || Iter Time:0.013530969619750977 || Total time:34.54651975631714 Iteration: 1956 || Clusters count: 13 || Log posterior: -3831.4813150168475 || Iter Time:0.016957998275756836 || Total time:34.563477754592896 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1957 || Clusters count: 13 || Log posterior: -3832.08300817211 || Iter Time:0.012151956558227539 || Total time:34.57562971115112 Iteration: 1958 || Clusters count: 13 || Log posterior: -3829.5549279477796 || Iter Time:0.01666092872619629 || Total time:34.59229063987732 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1959 || Clusters count: 13 || Log posterior: -3892.3334773214247 || Iter Time:0.012513160705566406 || Total time:34.604803800582886 Iteration: 1960 || Clusters count: 13 || Log posterior: -3883.16727337766 || Iter Time:0.0169370174407959 || Total time:34.62174081802368 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1961 || Clusters count: 13 || Log posterior: -3878.475145615836 || Iter Time:0.01213216781616211 || Total time:34.633872985839844 Iteration: 1962 || Clusters count: 13 || Log posterior: -3876.1981541025634 || Iter Time:0.016376972198486328 || Total time:34.65024995803833 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 1963 || Clusters count: 13 || Log posterior: -3857.22659513445 || Iter Time:0.011899948120117188 || Total time:34.66214990615845 Iteration: 1964 || Clusters count: 13 || Log posterior: -3848.093286425959 || Iter Time:0.0161898136138916 || Total time:34.67833971977234 Loading and distributing data: 0.000152 seconds (129 allocations: 12.992 KiB) Iteration: 1965 || Clusters count: 13 || Log posterior: -3884.0870371784786 || Iter Time:0.011739969253540039 || Total time:34.69007968902588 Iteration: 1966 || Clusters count: 13 || Log posterior: -3878.5574033717694 || Iter Time:0.016015052795410156 || Total time:34.70609474182129 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1967 || Clusters count: 13 || Log posterior: -3886.7124968739345 || Iter Time:0.012392044067382812 || Total time:34.71848678588867 Iteration: 1968 || Clusters count: 13 || Log posterior: -3879.7454316412122 || Iter Time:0.015892982482910156 || Total time:34.73437976837158 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1969 || Clusters count: 13 || Log posterior: -3856.0290517945627 || Iter Time:0.012642860412597656 || Total time:34.74702262878418 Iteration: 1970 || Clusters count: 13 || Log posterior: -3843.340142874201 || Iter Time:0.01639413833618164 || Total time:34.76341676712036 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1971 || Clusters count: 13 || Log posterior: -3837.700977164902 || Iter Time:0.012506961822509766 || Total time:34.77592372894287 Iteration: 1972 || Clusters count: 13 || Log posterior: -3833.2214003654058 || Iter Time:0.016047954559326172 || Total time:34.7919716835022 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 1973 || Clusters count: 13 || Log posterior: -3891.7439384689997 || Iter Time:0.011635065078735352 || Total time:34.80360674858093 Iteration: 1974 || Clusters count: 13 || Log posterior: -3883.924842559826 || Iter Time:0.016089916229248047 || Total time:34.81969666481018 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1975 || Clusters count: 13 || Log posterior: -3904.3712404577395 || Iter Time:0.012455940246582031 || Total time:34.83215260505676 Iteration: 1976 || Clusters count: 13 || Log posterior: -3894.1824183237163 || Iter Time:0.017338037490844727 || Total time:34.84949064254761 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1977 || Clusters count: 13 || Log posterior: -3879.8253403923522 || Iter Time:0.011959075927734375 || Total time:34.86144971847534 Iteration: 1978 || Clusters count: 13 || Log posterior: -3866.916573927656 || Iter Time:0.04087519645690918 || Total time:34.90232491493225 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1979 || Clusters count: 13 || Log posterior: -3908.1776774764967 || Iter Time:0.013455867767333984 || Total time:34.915780782699585 Iteration: 1980 || Clusters count: 13 || Log posterior: -3891.487146956982 || Iter Time:0.01596212387084961 || Total time:34.931742906570435 Loading and distributing data: 0.000141 seconds (129 allocations: 12.992 KiB) Iteration: 1981 || Clusters count: 13 || Log posterior: -3893.0584623215914 || Iter Time:0.011474132537841797 || Total time:34.943217039108276 Iteration: 1982 || Clusters count: 13 || Log posterior: -3890.258901123265 || Iter Time:0.016564130783081055 || Total time:34.95978116989136 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1983 || Clusters count: 13 || Log posterior: -3888.0220843380134 || Iter Time:0.01380300521850586 || Total time:34.97358417510986 Iteration: 1984 || Clusters count: 13 || Log posterior: -3876.925012474177 || Iter Time:0.01699995994567871 || Total time:34.99058413505554 Loading and distributing data: 0.000157 seconds (129 allocations: 12.992 KiB) Iteration: 1985 || Clusters count: 14 || Log posterior: -3883.5872047904177 || Iter Time:0.012936115264892578 || Total time:35.003520250320435 Iteration: 1986 || Clusters count: 14 || Log posterior: -3873.555894087678 || Iter Time:0.016594886779785156 || Total time:35.02011513710022 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1987 || Clusters count: 14 || Log posterior: -3839.856440907652 || Iter Time:0.01264500617980957 || Total time:35.03276014328003 Iteration: 1988 || Clusters count: 13 || Log posterior: -3829.8476458528703 || Iter Time:0.016182899475097656 || Total time:35.04894304275513 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1989 || Clusters count: 13 || Log posterior: -3855.2730925167643 || Iter Time:0.011207103729248047 || Total time:35.060150146484375 Iteration: 1990 || Clusters count: 13 || Log posterior: -3844.6727615086843 || Iter Time:0.015300989151000977 || Total time:35.075451135635376 Loading and distributing data: 0.000148 seconds (129 allocations: 12.992 KiB) Iteration: 1991 || Clusters count: 13 || Log posterior: -3883.424522622777 || Iter Time:0.013165950775146484 || Total time:35.08861708641052 Iteration: 1992 || Clusters count: 13 || Log posterior: -3882.446763285008 || Iter Time:0.016534090042114258 || Total time:35.10515117645264 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1993 || Clusters count: 13 || Log posterior: -3844.8978312197582 || Iter Time:0.012159109115600586 || Total time:35.11731028556824 Iteration: 1994 || Clusters count: 13 || Log posterior: -3841.2581746506307 || Iter Time:0.015343904495239258 || Total time:35.13265419006348 Loading and distributing data: 0.000227 seconds (129 allocations: 12.992 KiB) Iteration: 1995 || Clusters count: 13 || Log posterior: -3844.2137472695968 || Iter Time:0.012080907821655273 || Total time:35.14473509788513 Iteration: 1996 || Clusters count: 13 || Log posterior: -3836.783636956887 || Iter Time:0.016531944274902344 || Total time:35.161267042160034 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1997 || Clusters count: 13 || Log posterior: -3839.9687877468514 || Iter Time:0.012089967727661133 || Total time:35.173357009887695 Iteration: 1998 || Clusters count: 13 || Log posterior: -3833.120784067594 || Iter Time:0.015974998474121094 || Total time:35.189332008361816 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1999 || Clusters count: 13 || Log posterior: -3848.4353727827797 || Iter Time:0.011986970901489258 || Total time:35.201318979263306 Iteration: 2000 || Clusters count: 13 || Log posterior: -3845.6632304403433 || Iter Time:0.01601409912109375 || Total time:35.2173330783844 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 2001 || Clusters count: 13 || Log posterior: -3819.610122736865 || Iter Time:0.011935949325561523 || Total time:35.22926902770996 Iteration: 2002 || Clusters count: 13 || Log posterior: -3809.29207703629 || Iter Time:0.016607999801635742 || Total time:35.2458770275116 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 2003 || Clusters count: 13 || Log posterior: -3840.5003781679934 || Iter Time:0.012391805648803711 || Total time:35.2582688331604 Iteration: 2004 || Clusters count: 13 || Log posterior: -3830.0242940773787 || Iter Time:0.016560077667236328 || Total time:35.27482891082764 Loading and distributing data: 0.000141 seconds (129 allocations: 12.992 KiB) Iteration: 2005 || Clusters count: 13 || Log posterior: -3840.4762112426392 || Iter Time:0.012167930603027344 || Total time:35.286996841430664 Iteration: 2006 || Clusters count: 13 || Log posterior: -3837.597519033868 || Iter Time:0.0166778564453125 || Total time:35.30367469787598 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 2007 || Clusters count: 14 || Log posterior: -3886.1394148900586 || Iter Time:0.01282811164855957 || Total time:35.316502809524536 Iteration: 2008 || Clusters count: 14 || Log posterior: -3876.1764615794955 || Iter Time:0.015738964080810547 || Total time:35.33224177360535 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 2009 || Clusters count: 14 || Log posterior: -3853.4457618265965 || Iter Time:0.011626005172729492 || Total time:35.343867778778076 Iteration: 2010 || Clusters count: 14 || Log posterior: -3851.150100757314 || Iter Time:0.01634383201599121 || Total time:35.36021161079407 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 2011 || Clusters count: 14 || Log posterior: -3822.154615650146 || Iter Time:0.012122154235839844 || Total time:35.37233376502991 Iteration: 2012 || Clusters count: 14 || Log posterior: -3818.8024714866992 || Iter Time:0.015819072723388672 || Total time:35.388152837753296 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 2013 || Clusters count: 13 || Log posterior: -3826.8636945398193 || Iter Time:0.01149606704711914 || Total time:35.399648904800415 Iteration: 2014 || Clusters count: 13 || Log posterior: -3825.548884729129 || Iter Time:0.014879941940307617 || Total time:35.41452884674072 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 2015 || Clusters count: 13 || Log posterior: -3875.4195786974515 || Iter Time:0.011672019958496094 || Total time:35.42620086669922 Iteration: 2016 || Clusters count: 13 || Log posterior: -3868.456648553449 || Iter Time:0.014939069747924805 || Total time:35.441139936447144 Loading and distributing data: 0.000142 seconds (129 allocations: 12.992 KiB) Iteration: 2017 || Clusters count: 13 || Log posterior: -3867.403287023497 || Iter Time:0.011108160018920898 || Total time:35.452248096466064 Iteration: 2018 || Clusters count: 13 || Log posterior: -3861.3233727975285 || Iter Time:0.04205489158630371 || Total time:35.49430298805237 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 2019 || Clusters count: 13 || Log posterior: -3850.728181037359 || Iter Time:0.011003971099853516 || Total time:35.50530695915222 Iteration: 2020 || Clusters count: 13 || Log posterior: -3830.1099802080475 || Iter Time:0.015336036682128906 || Total time:35.52064299583435 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 2021 || Clusters count: 13 || Log posterior: -3845.178913721317 || Iter Time:0.01169896125793457 || Total time:35.532341957092285 Iteration: 2022 || Clusters count: 13 || Log posterior: -3839.900065030099 || Iter Time:0.015902996063232422 || Total time:35.54824495315552 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 2023 || Clusters count: 13 || Log posterior: -3901.4173675804136 || Iter Time:0.012028217315673828 || Total time:35.56027317047119 Iteration: 2024 || Clusters count: 13 || Log posterior: -3892.969748754967 || Iter Time:0.016427040100097656 || Total time:35.57670021057129 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 2025 || Clusters count: 13 || Log posterior: -3901.9281137275816 || Iter Time:0.016318082809448242 || Total time:35.59301829338074 Iteration: 2026 || Clusters count: 13 || Log posterior: -3897.42229821884 || Iter Time:0.01694512367248535 || Total time:35.60996341705322 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 2027 || Clusters count: 13 || Log posterior: -3885.0832724185384 || Iter Time:0.013379096984863281 || Total time:35.623342514038086 Iteration: 2028 || Clusters count: 13 || Log posterior: -3876.0715639414575 || Iter Time:0.016330957412719727 || Total time:35.639673471450806 Avg NMI: 0.9134315142280076 Full NMI: 0.9015652065664314 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m20.5s Testing DPMMSubClustersStreaming tests passed Testing completed after 188.63s PkgEval succeeded after 300.64s