Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.692 (1ea959a8b1*) started at 2025-06-03T18:00:52.684 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 7.75s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.1 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.5.8 [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 v0.25.120 [ffbed154] + DocStringExtensions v0.9.4 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.2 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.21 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [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 v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [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 v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [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 v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [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 v8.12.1+1 [e37daf67] + LibGit2_jll v1.9.0+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.5.20 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.12.0+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.26s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 138.26s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_5ulJL5/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_5ulJL5/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.1 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.5.8 [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 v0.25.120 [ffbed154] DocStringExtensions v0.9.4 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.2 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.21 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [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 v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [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 v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [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 v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [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 v8.12.1+1 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.12.0+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.768048 seconds (1.20 M allocations: 68.703 MiB, 13.80% gc time, 99.92% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233135.35048629093 || Iter Time:15.398482084274292 || Total time:15.398482084274292 Iteration: 1 || Clusters count: 1 || Log posterior: -233135.35048629093 || Iter Time:0.0059850215911865234 || Total time:15.404467105865479 Iteration: 2 || Clusters count: 1 || Log posterior: -233135.35048629093 || Iter Time:0.005409955978393555 || Total time:15.409877061843872 Iteration: 3 || Clusters count: 1 || Log posterior: -233135.35048629093 || Iter Time:0.0056040287017822266 || Total time:15.415481090545654 Iteration: 4 || Clusters count: 1 || Log posterior: -233135.35048629093 || Iter Time:0.0053119659423828125 || Total time:15.420793056488037 Iteration: 5 || Clusters count: 1 || Log posterior: -233135.35048629093 || Iter Time:0.015297174453735352 || Total time:15.436090230941772 Iteration: 6 || Clusters count: 1 || Log posterior: -233135.35048629093 || Iter Time:0.005409955978393555 || Total time:15.441500186920166 Iteration: 7 || Clusters count: 1 || Log posterior: -233135.35048629093 || Iter Time:0.005574941635131836 || Total time:15.447075128555298 Iteration: 8 || Clusters count: 1 || Log posterior: -233135.35048629093 || Iter Time:0.005836963653564453 || Total time:15.452912092208862 Iteration: 9 || Clusters count: 1 || Log posterior: -233135.35048629093 || Iter Time:0.005220890045166016 || Total time:15.458132982254028 Iteration: 10 || Clusters count: 1 || Log posterior: -233135.35048629093 || Iter Time:0.005171060562133789 || Total time:15.463304042816162 Iteration: 11 || Clusters count: 1 || Log posterior: -233135.35048629093 || Iter Time:0.005304098129272461 || Total time:15.468608140945435 Iteration: 12 || Clusters count: 1 || Log posterior: -233135.35048629093 || Iter Time:0.005496025085449219 || Total time:15.474104166030884 Iteration: 13 || Clusters count: 2 || Log posterior: -232814.04898199547 || Iter Time:3.438359022140503 || Total time:18.912463188171387 Iteration: 14 || Clusters count: 2 || Log posterior: -232791.04049184537 || Iter Time:0.005856990814208984 || Total time:18.918320178985596 Iteration: 15 || Clusters count: 2 || Log posterior: -232788.6190537741 || Iter Time:0.0057849884033203125 || Total time:18.924105167388916 Iteration: 16 || Clusters count: 2 || Log posterior: -232764.52723153165 || Iter Time:0.005966901779174805 || Total time:18.93007206916809 Iteration: 17 || Clusters count: 2 || Log posterior: -232781.8061535805 || Iter Time:0.005880117416381836 || Total time:18.935952186584473 Iteration: 18 || Clusters count: 2 || Log posterior: -232782.31150127118 || Iter Time:0.005801200866699219 || Total time:18.941753387451172 Iteration: 19 || Clusters count: 2 || Log posterior: -232716.00080834283 || Iter Time:0.0058040618896484375 || Total time:18.94755744934082 Iteration: 20 || Clusters count: 2 || Log posterior: -232655.85723226645 || Iter Time:3.0013790130615234 || Total time:21.948936462402344 Loading and distributing data: 0.000919 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232996.3015101071 || Iter Time:0.02787303924560547 || Total time:21.97680950164795 Iteration: 22 || Clusters count: 2 || Log posterior: -232967.8167602035 || Iter Time:0.0058040618896484375 || Total time:21.982613563537598 Iteration: 23 || Clusters count: 2 || Log posterior: -232953.60462758673 || Iter Time:0.005589962005615234 || Total time:21.988203525543213 Iteration: 24 || Clusters count: 2 || Log posterior: -232944.27782082363 || Iter Time:0.005558967590332031 || Total time:21.993762493133545 Iteration: 25 || Clusters count: 2 || Log posterior: -232938.6108867543 || Iter Time:0.0056269168853759766 || Total time:21.99938941001892 Iteration: 26 || Clusters count: 2 || Log posterior: -232918.59043750897 || Iter Time:0.005785942077636719 || Total time:22.005175352096558 Iteration: 27 || Clusters count: 2 || Log posterior: -232913.59954054793 || Iter Time:0.005692958831787109 || Total time:22.010868310928345 Iteration: 28 || Clusters count: 3 || Log posterior: -232437.35419199776 || Iter Time:0.007448911666870117 || Total time:22.018317222595215 Iteration: 29 || Clusters count: 3 || Log posterior: -232292.75668554282 || Iter Time:0.0059909820556640625 || Total time:22.02430820465088 Iteration: 30 || Clusters count: 3 || Log posterior: -232251.78884147335 || Iter Time:0.005984067916870117 || Total time:22.03029227256775 Iteration: 31 || Clusters count: 3 || Log posterior: -232210.21716789703 || Iter Time:0.006011962890625 || Total time:22.036304235458374 Iteration: 32 || Clusters count: 3 || Log posterior: -232180.05626170032 || Iter Time:0.006104946136474609 || Total time:22.04240918159485 Iteration: 33 || Clusters count: 3 || Log posterior: -232183.6728064576 || Iter Time:0.005991935729980469 || Total time:22.04840111732483 Iteration: 34 || Clusters count: 3 || Log posterior: -232169.7238426227 || Iter Time:0.005946159362792969 || Total time:22.054347276687622 Iteration: 35 || Clusters count: 3 || Log posterior: -232151.2773313298 || Iter Time:0.005995035171508789 || Total time:22.06034231185913 Iteration: 36 || Clusters count: 3 || Log posterior: -232153.93661089093 || Iter Time:0.006058931350708008 || Total time:22.06640124320984 Iteration: 37 || Clusters count: 3 || Log posterior: -232166.3781727364 || Iter Time:0.005911111831665039 || Total time:22.072312355041504 Iteration: 38 || Clusters count: 3 || Log posterior: -232152.0228631874 || Iter Time:0.005922079086303711 || Total time:22.078234434127808 Iteration: 39 || Clusters count: 3 || Log posterior: -232122.15958324537 || Iter Time:0.005941152572631836 || Total time:22.08417558670044 Iteration: 40 || Clusters count: 3 || Log posterior: -232153.05591905577 || Iter Time:0.05415177345275879 || Total time:22.1383273601532 Iteration: 41 || Clusters count: 3 || Log posterior: -232090.3611609745 || Iter Time:0.005987882614135742 || Total time:22.144315242767334 Loading and distributing data: 0.000858 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262236.8645693652 || Iter Time:0.006502866744995117 || Total time:22.15081810951233 Iteration: 43 || Clusters count: 4 || Log posterior: -261828.37020337948 || Iter Time:0.0072400569915771484 || Total time:22.158058166503906 Iteration: 44 || Clusters count: 4 || Log posterior: -261766.10621744764 || Iter Time:0.006417989730834961 || Total time:22.16447615623474 Iteration: 45 || Clusters count: 4 || Log posterior: -261761.7522613673 || Iter Time:0.006453990936279297 || Total time:22.17093014717102 Iteration: 46 || Clusters count: 4 || Log posterior: -261771.29901599177 || Iter Time:0.006452083587646484 || Total time:22.177382230758667 Iteration: 47 || Clusters count: 4 || Log posterior: -261770.16586020935 || Iter Time:0.006546974182128906 || Total time:22.183929204940796 Iteration: 48 || Clusters count: 4 || Log posterior: -261751.5426307074 || Iter Time:0.0065991878509521484 || Total time:22.190528392791748 Iteration: 49 || Clusters count: 4 || Log posterior: -261765.8600820514 || Iter Time:0.006587982177734375 || Total time:22.197116374969482 Iteration: 50 || Clusters count: 4 || Log posterior: -261730.62216890344 || Iter Time:0.00656890869140625 || Total time:22.20368528366089 Iteration: 51 || Clusters count: 4 || Log posterior: -261753.58791566148 || Iter Time:0.006573915481567383 || Total time:22.210259199142456 Iteration: 52 || Clusters count: 4 || Log posterior: -261771.06398241167 || Iter Time:0.006602048873901367 || Total time:22.216861248016357 Iteration: 53 || Clusters count: 4 || Log posterior: -261780.27563044976 || Iter Time:0.0065119266510009766 || Total time:22.22337317466736 Iteration: 54 || Clusters count: 4 || Log posterior: -261751.11526595242 || Iter Time:0.006494998931884766 || Total time:22.229868173599243 Iteration: 55 || Clusters count: 4 || Log posterior: -261772.4279284431 || Iter Time:0.006577014923095703 || Total time:22.23644518852234 Iteration: 56 || Clusters count: 5 || Log posterior: -261529.71631535655 || Iter Time:0.00788116455078125 || Total time:22.24432635307312 Iteration: 57 || Clusters count: 6 || Log posterior: -261190.59949813777 || Iter Time:0.009663820266723633 || Total time:22.253990173339844 Iteration: 58 || Clusters count: 6 || Log posterior: -261108.4568279578 || Iter Time:0.760765790939331 || Total time:23.014755964279175 Iteration: 59 || Clusters count: 6 || Log posterior: -261117.09768812128 || Iter Time:0.007861852645874023 || Total time:23.02261781692505 Iteration: 60 || Clusters count: 6 || Log posterior: -261116.71653502385 || Iter Time:0.042764902114868164 || Total time:23.065382719039917 Iteration: 61 || Clusters count: 6 || Log posterior: -261128.76271056445 || Iter Time:0.007643222808837891 || Total time:23.073025941848755 Iteration: 62 || Clusters count: 6 || Log posterior: -261025.37741442342 || Iter Time:0.007309913635253906 || Total time:23.08033585548401 Loading and distributing data: 0.000825 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 6 || Log posterior: -261058.19674399192 || Iter Time:0.00770115852355957 || Total time:23.08803701400757 Iteration: 64 || Clusters count: 6 || Log posterior: -260964.60485365213 || Iter Time:0.007638216018676758 || Total time:23.095675230026245 Iteration: 65 || Clusters count: 6 || Log posterior: -260962.5504421835 || Iter Time:0.007650136947631836 || Total time:23.103325366973877 Iteration: 66 || Clusters count: 6 || Log posterior: -260942.34269594232 || Iter Time:0.00756382942199707 || Total time:23.110889196395874 Iteration: 67 || Clusters count: 6 || Log posterior: -260927.94466592447 || Iter Time:0.007558107376098633 || Total time:23.118447303771973 Iteration: 68 || Clusters count: 6 || Log posterior: -260909.40982333053 || Iter Time:0.007545948028564453 || Total time:23.125993251800537 Iteration: 69 || Clusters count: 6 || Log posterior: -260900.29125211973 || Iter Time:0.007466793060302734 || Total time:23.13346004486084 Iteration: 70 || Clusters count: 6 || Log posterior: -260899.9250759761 || Iter Time:0.007495880126953125 || Total time:23.140955924987793 Iteration: 71 || Clusters count: 7 || Log posterior: -260593.7130834825 || Iter Time:0.008610963821411133 || Total time:23.149566888809204 Iteration: 72 || Clusters count: 8 || Log posterior: -260155.33914258302 || Iter Time:0.009106874465942383 || Total time:23.158673763275146 Iteration: 73 || Clusters count: 9 || Log posterior: -259769.72408938754 || Iter Time:0.009566068649291992 || Total time:23.16823983192444 Iteration: 74 || Clusters count: 10 || Log posterior: -259031.12893554577 || Iter Time:0.009474992752075195 || Total time:23.177714824676514 Iteration: 75 || Clusters count: 10 || Log posterior: -258964.1232100149 || Iter Time:0.00883793830871582 || Total time:23.18655276298523 Iteration: 76 || Clusters count: 10 || Log posterior: -258938.2424498046 || Iter Time:0.026945829391479492 || Total time:23.21349859237671 Iteration: 77 || Clusters count: 10 || Log posterior: -258923.53888730702 || Iter Time:0.00904393196105957 || Total time:23.22254252433777 Iteration: 78 || Clusters count: 10 || Log posterior: -258917.76673304074 || Iter Time:0.008932113647460938 || Total time:23.23147463798523 Iteration: 79 || Clusters count: 10 || Log posterior: -258957.29930657073 || Iter Time:0.008993148803710938 || Total time:23.24046778678894 Iteration: 80 || Clusters count: 10 || Log posterior: -258928.71569287564 || Iter Time:0.009098052978515625 || Total time:23.249565839767456 Iteration: 81 || Clusters count: 10 || Log posterior: -258948.44251891106 || Iter Time:0.009076118469238281 || Total time:23.258641958236694 Iteration: 82 || Clusters count: 10 || Log posterior: -258945.99564680466 || Iter Time:0.009211063385009766 || Total time:23.267853021621704 Iteration: 83 || Clusters count: 10 || Log posterior: -258899.17795772318 || Iter Time:0.008582115173339844 || Total time:23.276435136795044 Loading and distributing data: 0.000815 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 10 || Log posterior: -259263.46025061974 || Iter Time:0.009169816970825195 || Total time:23.28560495376587 Iteration: 85 || Clusters count: 10 || Log posterior: -259197.52158809156 || Iter Time:0.009105205535888672 || Total time:23.294710159301758 Iteration: 86 || Clusters count: 11 || Log posterior: -258717.48652391083 || Iter Time:0.01138615608215332 || Total time:23.30609631538391 Iteration: 87 || Clusters count: 12 || Log posterior: -258183.26594000164 || Iter Time:0.022495031356811523 || Total time:23.328591346740723 Iteration: 88 || Clusters count: 14 || Log posterior: -257514.67359127224 || Iter Time:0.016725778579711914 || Total time:23.345317125320435 Iteration: 89 || 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14 || Log posterior: -257386.91479661837 || Iter Time:0.011469125747680664 || Total time:23.44146227836609 Iteration: 97 || Clusters count: 15 || Log posterior: -257044.2235236526 || Iter Time:0.012511014938354492 || Total time:23.453973293304443 Iteration: 98 || Clusters count: 15 || Log posterior: -257028.09654157195 || Iter Time:0.011729955673217773 || Total time:23.46570324897766 Iteration: 99 || Clusters count: 15 || Log posterior: -257023.889404093 || Iter Time:0.012022972106933594 || Total time:23.477726221084595 Iteration: 100 || Clusters count: 15 || Log posterior: -257032.71532042493 || Iter Time:0.011986017227172852 || Total time:23.489712238311768 Iteration: 101 || Clusters count: 15 || Log posterior: -257019.38850540668 || Iter Time:0.01644110679626465 || Total time:23.506153345108032 Iteration: 102 || Clusters count: 15 || Log posterior: -257036.10010557802 || Iter Time:0.013668060302734375 || Total time:23.519821405410767 Iteration: 103 || Clusters count: 15 || Log posterior: -257027.45613290422 || Iter Time:0.01610708236694336 || Total time:23.53592848777771 Iteration: 104 || Clusters count: 15 || Log posterior: -256998.3520491186 || Iter Time:0.014775991439819336 || Total time:23.55070447921753 Loading and distributing data: 0.000831 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 17 || Log posterior: -256188.8077138544 || Iter Time:0.021039962768554688 || Total time:23.571744441986084 Iteration: 106 || Clusters count: 17 || Log posterior: -256026.9728700582 || Iter Time:0.01614999771118164 || Total time:23.587894439697266 Iteration: 107 || Clusters count: 17 || Log posterior: -256015.94114178483 || Iter Time:0.016315937042236328 || Total time:23.604210376739502 Iteration: 108 || Clusters count: 17 || Log posterior: -255993.9480045273 || Iter Time:0.020016908645629883 || Total time:23.624227285385132 Iteration: 109 || Clusters count: 17 || Log posterior: -256005.8414042491 || Iter Time:0.016357898712158203 || Total 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-254413.15565194975 || Iter Time:0.027452945709228516 || Total time:24.23458242416382 Iteration: 138 || Clusters count: 20 || Log posterior: -254405.20033231683 || Iter Time:0.0235748291015625 || Total time:24.25815725326538 Iteration: 139 || Clusters count: 20 || Log posterior: -254405.20033231683 || Iter Time:0.026912927627563477 || Total time:24.285070180892944 Iteration: 140 || Clusters count: 20 || Log posterior: -254405.20033231683 || Iter Time:0.023761987686157227 || Total time:24.3088321685791 Iteration: 141 || Clusters count: 20 || Log posterior: -254405.20033231683 || Iter Time:0.029658079147338867 || Total time:24.33849024772644 Iteration: 142 || Clusters count: 20 || Log posterior: -254405.20033231683 || Iter Time:0.025989055633544922 || Total time:24.364479303359985 Iteration: 143 || Clusters count: 20 || Log posterior: -254405.20033231683 || Iter Time:0.0266878604888916 || Total time:24.391167163848877 Iteration: 144 || Clusters count: 20 || Log posterior: -254409.089615924 || Iter Time:0.030807018280029297 || Total time:24.421974182128906 Iteration: 145 || Clusters count: 20 || Log posterior: -254405.20033231683 || Iter Time:0.026446104049682617 || Total time:24.44842028617859 Iteration: 146 || Clusters count: 20 || Log posterior: -254405.20033231683 || Iter Time:0.02873706817626953 || Total time:24.47715735435486 Loading and distributing data: 0.000816 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -254491.50736393707 || Iter Time:0.02601790428161621 || Total time:24.503175258636475 Iteration: 148 || Clusters count: 20 || Log posterior: -254482.94558848318 || Iter Time:0.030150890350341797 || Total time:24.533326148986816 Iteration: 149 || Clusters count: 20 || Log posterior: -254485.59104676667 || Iter Time:0.027744054794311523 || Total time:24.561070203781128 Iteration: 150 || Clusters count: 20 || Log posterior: -254480.85817040605 || Iter Time:0.0258638858795166 || Total 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time:24.972016096115112 Iteration: 165 || Clusters count: 20 || Log posterior: -254487.5768994083 || Iter Time:0.029900074005126953 || Total time:25.00191617012024 Iteration: 166 || Clusters count: 20 || Log posterior: -254482.51654354788 || Iter Time:0.026279926300048828 || Total time:25.028196096420288 Iteration: 167 || Clusters count: 20 || Log posterior: -254482.51654354788 || Iter Time:0.027636051177978516 || Total time:25.055832147598267 Loading and distributing data: 0.000822 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -254240.77432651102 || Iter Time:0.02641916275024414 || Total time:25.08225131034851 Iteration: 169 || Clusters count: 20 || Log posterior: -254225.53855273128 || Iter Time:0.029808998107910156 || Total time:25.11206030845642 Iteration: 170 || Clusters count: 20 || Log posterior: -254221.9143463989 || Iter Time:0.0261080265045166 || Total time:25.138168334960938 Iteration: 171 || Clusters count: 20 || Log posterior: -254221.9143463989 || Iter Time:0.026307106018066406 || Total time:25.164475440979004 Iteration: 172 || Clusters count: 20 || Log posterior: -254226.06966377993 || Iter Time:0.02976393699645996 || Total time:25.194239377975464 Iteration: 173 || Clusters count: 20 || Log posterior: -254224.1744673318 || Iter Time:0.025900840759277344 || Total time:25.22014021873474 Iteration: 174 || Clusters count: 20 || Log posterior: -254222.39589836868 || Iter Time:0.029234886169433594 || Total time:25.249375104904175 Iteration: 175 || Clusters count: 20 || Log posterior: -254222.39589836868 || Iter Time:0.0261838436126709 || Total time:25.275558948516846 Iteration: 176 || Clusters count: 20 || Log posterior: -254226.99582561138 || Iter Time:0.030616044998168945 || Total time:25.306174993515015 Iteration: 177 || Clusters count: 20 || Log posterior: -254226.5888123262 || Iter Time:0.02648782730102539 || Total time:25.33266282081604 Iteration: 178 || Clusters count: 20 || Log posterior: -254187.9471677159 || Iter Time:0.02583003044128418 || Total time:25.358492851257324 Iteration: 179 || Clusters count: 20 || Log posterior: -254192.3696656348 || Iter Time:0.0286710262298584 || Total time:25.387163877487183 Iteration: 180 || Clusters count: 20 || Log posterior: -254187.9471677159 || Iter Time:0.02469611167907715 || Total time:25.41185998916626 Iteration: 181 || Clusters count: 20 || Log posterior: -254187.9471677159 || Iter Time:0.02834010124206543 || Total time:25.440200090408325 Iteration: 182 || Clusters count: 20 || Log posterior: -254193.1314330515 || Iter Time:0.02497100830078125 || Total time:25.465171098709106 Iteration: 183 || Clusters count: 20 || Log posterior: -254187.9471677159 || Iter Time:0.0281369686126709 || Total time:25.493308067321777 Iteration: 184 || Clusters count: 20 || Log posterior: -254190.88468946418 || Iter Time:0.024747848510742188 || Total time:25.51805591583252 Iteration: 185 || Clusters count: 20 || Log posterior: -254186.99435769182 || Iter Time:0.024641036987304688 || Total time:25.542696952819824 Iteration: 186 || Clusters count: 20 || Log posterior: -254186.99435769182 || Iter Time:0.028087854385375977 || Total time:25.5707848072052 Iteration: 187 || Clusters count: 20 || Log posterior: -254191.4168556107 || Iter Time:0.02460193634033203 || Total time:25.595386743545532 Iteration: 188 || Clusters count: 20 || Log posterior: -254186.99435769182 || Iter Time:0.026571989059448242 || Total time:25.62195873260498 Loading and distributing data: 0.000880 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254588.90848168195 || Iter Time:0.024409055709838867 || Total time:25.64636778831482 Iteration: 190 || Clusters count: 20 || Log posterior: -254547.03415986564 || Iter Time:0.02365708351135254 || Total time:25.670024871826172 Iteration: 191 || Clusters count: 20 || Log posterior: -254543.45460260418 || Iter Time:0.0274810791015625 || Total time:25.697505950927734 Iteration: 192 || Clusters count: 20 || Log posterior: -254540.34203612627 || Iter Time:0.023561954498291016 || Total time:25.721067905426025 Iteration: 193 || Clusters count: 20 || Log posterior: -254543.65052103242 || Iter Time:0.0280611515045166 || Total time:25.749129056930542 Iteration: 194 || Clusters count: 20 || Log posterior: -254543.73247293875 || Iter Time:0.024843931198120117 || Total time:25.773972988128662 Iteration: 195 || Clusters count: 20 || Log posterior: -254546.88294083127 || Iter Time:0.08696103096008301 || Total time:25.860934019088745 Iteration: 196 || Clusters count: 20 || Log posterior: -254541.58467203996 || Iter Time:0.024844884872436523 || Total time:25.88577890396118 Iteration: 197 || Clusters count: 20 || Log posterior: -254542.0621651431 || Iter Time:0.0247499942779541 || Total time:25.910528898239136 Iteration: 198 || Clusters count: 20 || Log posterior: -254544.68988384094 || Iter Time:0.4454638957977295 || Total time:26.355992794036865 Iteration: 199 || Clusters count: 20 || Log posterior: -254550.01654996432 || Iter Time:0.02482891082763672 || Total time:26.380821704864502 Iteration: 200 || Clusters count: 20 || Log posterior: -254546.0234158788 || Iter Time:0.024841785430908203 || Total time:26.40566349029541 Iteration: 201 || Clusters count: 20 || Log posterior: -254544.1774643119 || Iter Time:0.024586915969848633 || Total time:26.43025040626526 Iteration: 202 || Clusters count: 20 || Log posterior: -254542.0621651431 || Iter Time:0.024873971939086914 || Total time:26.455124378204346 Iteration: 203 || Clusters count: 20 || Log posterior: -254540.34203612627 || Iter Time:0.024784088134765625 || Total time:26.47990846633911 Iteration: 204 || Clusters count: 20 || Log posterior: -254551.4195009487 || Iter Time:0.02616095542907715 || Total time:26.50606942176819 Iteration: 205 || Clusters count: 20 || Log posterior: -254541.542151579 || Iter Time:0.026005029678344727 || Total time:26.532074451446533 Iteration: 206 || Clusters count: 20 || Log posterior: -254544.07692828536 || Iter Time:0.02601790428161621 || Total time:26.55809235572815 Iteration: 207 || Clusters count: 20 || Log posterior: -254543.7120129693 || Iter Time:0.02605891227722168 || Total time:26.58415126800537 Iteration: 208 || Clusters count: 20 || Log posterior: -254543.20618931105 || Iter Time:0.027280092239379883 || Total time:26.61143136024475 Iteration: 209 || Clusters count: 20 || Log posterior: -254543.20618931105 || Iter Time:0.029731035232543945 || Total time:26.641162395477295 NMI: 0.7707848605714744 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m21.6s [62751, 40560, 113120, 91223, 1746, 176856, 106161, 11325, 94014, 52615, 2651, 14996, 16899, 41487, 35895, 18224, 33559, 37973, 36858, 11087] Loading and distributing data: 0.000175 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7291.677782205961 || Iter Time:4.385823011398315 || Total time:4.385823011398315 Iteration: 1 || Clusters count: 1 || Log posterior: -7291.677782205961 || Iter Time:0.003535032272338867 || Total time:4.389358043670654 Iteration: 2 || Clusters count: 1 || Log posterior: -7291.677782205961 || Iter Time:0.0018579959869384766 || Total time:4.391216039657593 Iteration: 3 || Clusters count: 1 || Log posterior: -7291.677782205961 || Iter Time:0.001600027084350586 || Total time:4.392816066741943 Iteration: 4 || Clusters count: 1 || Log posterior: -7291.677782205961 || Iter Time:0.0016188621520996094 || Total time:4.394434928894043 Iteration: 5 || Clusters count: 1 || Log posterior: -7291.677782205961 || Iter Time:0.0016028881072998047 || Total time:4.396037817001343 Iteration: 6 || Clusters count: 1 || Log posterior: -7291.677782205961 || Iter Time:0.0016109943389892578 || Total time:4.397648811340332 Iteration: 7 || Clusters count: 1 || Log posterior: -7291.677782205961 || Iter Time:0.001592874526977539 || Total time:4.39924168586731 Iteration: 8 || Clusters count: 2 || Log posterior: -7000.515907882359 || Iter Time:0.13692116737365723 || Total time:4.536162853240967 Iteration: 9 || Clusters count: 2 || Log posterior: -7000.515907882359 || Iter Time:0.002683877944946289 || Total time:4.538846731185913 Iteration: 10 || Clusters count: 2 || Log posterior: -7004.507881285693 || Iter Time:0.002627849578857422 || Total time:4.5414745807647705 Iteration: 11 || Clusters count: 2 || Log posterior: -7000.515907882359 || Iter Time:0.0028171539306640625 || Total time:4.544291734695435 Iteration: 12 || Clusters count: 2 || Log posterior: -7005.822094979343 || Iter Time:0.0025949478149414062 || Total time:4.546886682510376 Iteration: 13 || Clusters count: 2 || Log posterior: -7005.280131928061 || Iter Time:0.002599954605102539 || Total time:4.5494866371154785 Iteration: 14 || Clusters count: 2 || Log posterior: -7000.515907882359 || Iter Time:0.0026030540466308594 || Total time:4.552089691162109 Iteration: 15 || Clusters count: 2 || Log posterior: -7005.298525417294 || Iter Time:0.0027260780334472656 || Total time:4.554815769195557 Iteration: 16 || Clusters count: 2 || Log posterior: -7000.515907882359 || Iter Time:0.0025141239166259766 || Total time:4.557329893112183 Iteration: 17 || Clusters count: 2 || Log posterior: -7008.065701133523 || Iter Time:0.0025069713592529297 || Total time:4.5598368644714355 Iteration: 18 || Clusters count: 4 || Log posterior: -6796.893327027833 || Iter Time:0.007118940353393555 || Total time:4.566955804824829 Iteration: 19 || Clusters count: 4 || Log posterior: -6800.765503397372 || Iter Time:0.003534078598022461 || Total time:4.570489883422852 Iteration: 20 || Clusters count: 4 || Log posterior: -6814.51188642127 || Iter Time:0.0034389495849609375 || Total time:4.5739288330078125 Iteration: 21 || Clusters count: 4 || Log posterior: -6819.335582352801 || Iter Time:0.0033559799194335938 || Total time:4.577284812927246 Iteration: 22 || Clusters count: 4 || Log posterior: -6825.514499885836 || Iter Time:0.0034050941467285156 || Total time:4.580689907073975 Iteration: 23 || Clusters count: 4 || Log posterior: -6814.5358146783265 || Iter Time:0.003513813018798828 || Total time:4.584203720092773 Iteration: 24 || Clusters count: 4 || Log posterior: -6818.909691380169 || Iter Time:0.0034570693969726562 || Total time:4.587660789489746 Iteration: 25 || Clusters count: 4 || Log posterior: -6819.103077529882 || Iter Time:0.003462076187133789 || Total time:4.59112286567688 Iteration: 26 || Clusters count: 4 || Log posterior: -6836.713284200287 || Iter Time:0.0037589073181152344 || Total time:4.594881772994995 Iteration: 27 || Clusters count: 4 || Log posterior: -6837.159718505443 || Iter Time:0.00398707389831543 || Total time:4.5988688468933105 Iteration: 28 || Clusters count: 5 || Log posterior: -6581.011186436188 || Iter Time:0.006190061569213867 || Total time:4.605058908462524 Iteration: 29 || Clusters count: 5 || Log posterior: -6476.59045953775 || Iter Time:0.0039060115814208984 || Total time:4.608964920043945 Iteration: 30 || Clusters count: 5 || Log posterior: -6294.198277685289 || Iter Time:1.195868968963623 || Total time:5.804833889007568 false [5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 1, 1, 5, 3, 1, 1, 3, 1, 1, 1, 3, 1, 1, 1, 5, 1, 1] [5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 1, 1, 5, 3, 1, 1, 3, 1, 1, 1, 3, 1, 1, 1, 5, 1, 1] Loading and distributing data: 0.000183 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 5 || Log posterior: -6135.254743390716 || Iter Time:0.027515888214111328 || Total time:5.83234977722168 Iteration: 32 || Clusters count: 5 || Log posterior: -6085.337872739077 || Iter Time:0.006162166595458984 || Total time:5.838511943817139 Loading and distributing data: 0.000110 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 5 || Log posterior: -5479.870941287308 || Iter Time:0.004096031188964844 || Total time:5.8426079750061035 Iteration: 34 || Clusters count: 5 || Log posterior: -5428.708083111882 || Iter Time:0.006055116653442383 || Total time:5.848663091659546 Loading and distributing data: 0.000109 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 5 || Log posterior: -5271.461099593342 || Iter Time:0.0039010047912597656 || Total time:5.852564096450806 Iteration: 36 || Clusters count: 5 || Log posterior: -5237.7834282243675 || Iter Time:0.006051063537597656 || Total time:5.858615159988403 Loading and distributing data: 0.000130 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 5 || Log posterior: -5282.773143461957 || Iter Time:0.003960847854614258 || Total time:5.862576007843018 Iteration: 38 || Clusters count: 5 || Log posterior: -5255.654180923743 || Iter Time:0.0058629512786865234 || Total time:5.868438959121704 Loading and distributing data: 0.000108 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 6 || Log posterior: -5008.3693189598625 || Iter Time:0.005043983459472656 || Total time:5.873482942581177 Iteration: 40 || Clusters count: 6 || Log posterior: -4887.081213970801 || Iter Time:0.0068340301513671875 || Total time:5.880316972732544 Loading and distributing data: 0.000116 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 6 || Log posterior: -4915.170833995414 || Iter Time:0.0045239925384521484 || Total time:5.884840965270996 Iteration: 42 || Clusters count: 6 || Log posterior: -4906.424232715169 || Iter Time:0.0069010257720947266 || Total time:5.891741991043091 Loading and distributing data: 0.000107 seconds (128 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Iteration: 293 || Clusters count: 13 || Log posterior: -3908.48053129678 || Iter Time:0.012293100357055664 || Total time:9.912616491317749 Iteration: 294 || Clusters count: 13 || Log posterior: -3897.763554999222 || Iter Time:0.017067909240722656 || Total time:9.929684400558472 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 295 || Clusters count: 13 || Log posterior: -3955.2699797175096 || Iter Time:0.012291908264160156 || Total time:9.941976308822632 Iteration: 296 || Clusters count: 13 || Log posterior: -3933.790216296845 || Iter Time:0.017622947692871094 || Total time:9.959599256515503 Loading and distributing data: 0.000117 seconds (128 allocations: 13.180 KiB) Iteration: 297 || Clusters count: 13 || Log posterior: -4003.849035747733 || Iter Time:0.013216018676757812 || Total time:9.97281527519226 Iteration: 298 || Clusters count: 13 || Log posterior: -3987.777277544789 || Iter Time:0.01734304428100586 || Total time:9.990158319473267 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Iteration: 387 || Clusters count: 13 || Log posterior: -3938.776232584284 || Iter Time:0.013108968734741211 || Total time:11.474403619766235 Iteration: 388 || Clusters count: 13 || Log posterior: -3930.4477614217553 || Iter Time:0.017712831497192383 || Total time:11.492116451263428 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 389 || Clusters count: 13 || Log posterior: -4011.680022765892 || Iter Time:0.013326883316040039 || Total time:11.505443334579468 Iteration: 390 || Clusters count: 13 || Log posterior: -3986.476508442572 || Iter Time:0.018787860870361328 || Total time:11.524231195449829 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 391 || Clusters count: 13 || Log posterior: -3949.924550474814 || Iter Time:0.013919830322265625 || Total time:11.538151025772095 Iteration: 392 || Clusters count: 13 || Log posterior: -3927.049721435564 || Iter Time:0.018207073211669922 || Total 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Iteration: 409 || Clusters count: 13 || Log posterior: -3957.145893065819 || Iter Time:0.013311147689819336 || Total time:11.836272239685059 Iteration: 410 || Clusters count: 13 || Log posterior: -3953.119630022504 || Iter Time:0.01798701286315918 || Total time:11.854259252548218 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 411 || Clusters count: 13 || Log posterior: -3899.852870779637 || Iter Time:0.013714075088500977 || Total time:11.867973327636719 Iteration: 412 || Clusters count: 13 || Log posterior: -3882.121844353375 || Iter Time:0.018170833587646484 || Total time:11.886144161224365 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 413 || Clusters count: 13 || Log posterior: -3905.3863217271305 || Iter Time:0.013361930847167969 || Total time:11.899506092071533 Iteration: 414 || Clusters count: 13 || Log posterior: -3890.890602378034 || Iter Time:0.017750978469848633 || Total 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Iteration: 525 || Clusters count: 14 || Log posterior: -3915.8625716222195 || Iter Time:0.01449894905090332 || Total time:13.948001146316528 Iteration: 526 || Clusters count: 14 || Log posterior: -3898.749572911414 || Iter Time:0.019165992736816406 || Total time:13.967167139053345 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 527 || Clusters count: 14 || Log posterior: -3966.78341430921 || Iter Time:0.015336036682128906 || Total time:13.982503175735474 Iteration: 528 || Clusters count: 14 || Log posterior: -3921.889997163497 || Iter Time:0.019958019256591797 || Total time:14.002461194992065 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 529 || Clusters count: 14 || Log posterior: -3921.2634091582013 || Iter Time:0.015017032623291016 || Total time:14.017478227615356 Iteration: 530 || Clusters count: 14 || Log posterior: -3889.407293608122 || Iter Time:0.019357919692993164 || Total time:14.03683614730835 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Iteration: 619 || Clusters count: 13 || Log posterior: -3898.7849441391413 || Iter Time:0.008799076080322266 || Total time:15.466853380203247 Iteration: 620 || Clusters count: 13 || Log posterior: -3881.8129679994076 || Iter Time:0.011509895324707031 || Total time:15.478363275527954 Loading and distributing data: 0.000091 seconds (129 allocations: 13.195 KiB) Iteration: 621 || Clusters count: 13 || Log posterior: -3951.5728155891848 || Iter Time:0.00861811637878418 || Total time:15.486981391906738 Iteration: 622 || Clusters count: 13 || Log posterior: -3938.881918909058 || Iter Time:0.011622905731201172 || Total time:15.49860429763794 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 623 || Clusters count: 13 || Log posterior: -3954.690804608681 || Iter Time:0.008628129959106445 || Total time:15.507232427597046 Iteration: 624 || Clusters count: 13 || Log posterior: -3929.024122070681 || Iter Time:0.011572122573852539 || Total 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Iteration: 641 || Clusters count: 13 || Log posterior: -3867.199084453402 || Iter Time:0.009173154830932617 || Total time:15.70967984199524 Iteration: 642 || Clusters count: 13 || Log posterior: -3857.582672372839 || Iter Time:0.0116119384765625 || Total time:15.721291780471802 Loading and distributing data: 0.000100 seconds (129 allocations: 13.195 KiB) Iteration: 643 || Clusters count: 14 || Log posterior: -3951.042863636299 || Iter Time:0.00916290283203125 || Total time:15.730454683303833 Iteration: 644 || Clusters count: 14 || Log posterior: -3938.9154824038646 || Iter Time:0.011538028717041016 || Total time:15.741992712020874 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 645 || Clusters count: 14 || Log posterior: -3909.201490842622 || Iter Time:0.009303092956542969 || Total time:15.751295804977417 Iteration: 646 || Clusters count: 14 || Log posterior: -3893.3037419800316 || Iter Time:0.012179851531982422 || Total time:15.7634756565094 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Iteration: 680 || Clusters count: 13 || Log posterior: -3946.2857275730053 || Iter Time:0.012027978897094727 || Total time:16.112266778945923 Loading and distributing data: 0.000101 seconds (129 allocations: 13.195 KiB) Iteration: 681 || Clusters count: 13 || Log posterior: -3964.046615220878 || Iter Time:0.009582996368408203 || Total time:16.12184977531433 Iteration: 682 || Clusters count: 13 || Log posterior: -3942.4904554802733 || Iter Time:0.012240171432495117 || Total time:16.134089946746826 Loading and distributing data: 0.000097 seconds (129 allocations: 13.195 KiB) Iteration: 683 || Clusters count: 14 || Log posterior: -3934.481662406972 || Iter Time:0.00896906852722168 || Total time:16.143059015274048 Iteration: 684 || Clusters count: 14 || Log posterior: -3906.7835027039746 || Iter Time:0.011924982070922852 || Total time:16.15498399734497 Loading and distributing data: 0.000099 seconds (129 allocations: 13.195 KiB) Iteration: 685 || Clusters count: 14 || Log posterior: 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Iteration: 713 || Clusters count: 14 || Log posterior: -3877.178284174562 || Iter Time:0.009258031845092773 || Total time:16.48961853981018 Iteration: 714 || Clusters count: 14 || Log posterior: -3848.6418632910318 || Iter Time:0.011408805847167969 || Total time:16.50102734565735 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 715 || Clusters count: 14 || Log posterior: -3942.9748273075916 || Iter Time:0.008314847946166992 || Total time:16.509342193603516 Iteration: 716 || Clusters count: 14 || Log posterior: -3937.9788394617735 || Iter Time:0.01151895523071289 || Total time:16.52086114883423 Loading and distributing data: 0.000100 seconds (129 allocations: 13.195 KiB) Iteration: 717 || Clusters count: 14 || Log posterior: -3957.369822074909 || Iter Time:0.00830984115600586 || Total time:16.529170989990234 Iteration: 718 || Clusters count: 14 || Log posterior: -3941.650186501945 || Iter Time:0.011422157287597656 || Total time:16.540593147277832 Loading and distributing data: 0.000099 seconds (129 allocations: 13.195 KiB) Iteration: 719 || Clusters count: 14 || Log posterior: -3962.3616546034445 || Iter Time:0.008353948593139648 || Total time:16.54894709587097 Iteration: 720 || Clusters count: 14 || Log posterior: -3940.1257909140004 || Iter Time:0.011456012725830078 || Total time:16.5604031085968 Loading and distributing data: 0.000096 seconds (129 allocations: 13.195 KiB) Iteration: 721 || Clusters count: 14 || Log posterior: -3938.7499533560886 || Iter Time:0.008736848831176758 || Total time:16.56913995742798 Iteration: 722 || Clusters count: 14 || Log posterior: -3934.4939024163486 || Iter Time:0.01208186149597168 || Total time:16.58122181892395 Loading and distributing data: 0.000094 seconds (129 allocations: 13.195 KiB) Iteration: 723 || Clusters count: 15 || Log posterior: -3987.272642879777 || Iter Time:0.010766983032226562 || Total time:16.591988801956177 Iteration: 724 || Clusters count: 14 || Log posterior: -3949.084424801859 || Iter Time:0.013067007064819336 || Total time:16.605055809020996 Loading and distributing data: 0.000094 seconds (129 allocations: 13.195 KiB) Iteration: 725 || Clusters count: 13 || Log posterior: -3885.1851542603877 || Iter Time:0.00952911376953125 || Total time:16.614584922790527 Iteration: 726 || Clusters count: 13 || Log posterior: -3873.2335418623084 || Iter Time:0.012237787246704102 || Total time:16.62682271003723 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 727 || Clusters count: 13 || Log posterior: -3838.742860208248 || Iter Time:0.009993791580200195 || Total time:16.63681650161743 Iteration: 728 || Clusters count: 13 || Log posterior: -3827.1464198359454 || Iter Time:0.012068986892700195 || Total time:16.648885488510132 Loading and distributing data: 0.000104 seconds (129 allocations: 13.195 KiB) Iteration: 729 || Clusters count: 13 || Log posterior: -3899.94056805778 || Iter Time:0.009032011032104492 || Total 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Iteration: 785 || Clusters count: 13 || Log posterior: -3915.809216108171 || Iter Time:0.013561010360717773 || Total time:17.42781376838684 Iteration: 786 || Clusters count: 13 || Log posterior: -3890.6454611733507 || Iter Time:0.017055988311767578 || Total time:17.44486975669861 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 787 || Clusters count: 13 || Log posterior: -3884.843498947294 || Iter Time:0.013122081756591797 || Total time:17.4579918384552 Iteration: 788 || Clusters count: 13 || Log posterior: -3878.8402197300716 || Iter Time:0.017750978469848633 || Total time:17.47574281692505 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 789 || Clusters count: 13 || Log posterior: -3940.285027407684 || Iter Time:0.01308298110961914 || Total time:17.488825798034668 Iteration: 790 || Clusters count: 13 || Log posterior: -3927.23968601353 || Iter Time:0.017251014709472656 || Total time:17.50607681274414 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-4006.373319075599 || Iter Time:0.012819051742553711 || Total time:18.149950742721558 Iteration: 830 || Clusters count: 14 || Log posterior: -3966.7955429704202 || Iter Time:0.01761794090270996 || Total time:18.167568683624268 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 831 || Clusters count: 14 || Log posterior: -4044.088368800538 || Iter Time:0.012883901596069336 || Total time:18.180452585220337 Iteration: 832 || Clusters count: 14 || Log posterior: -4001.481553788455 || Iter Time:0.017917156219482422 || Total time:18.19836974143982 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 833 || Clusters count: 14 || Log posterior: -3987.332295413127 || Iter Time:0.012778043746948242 || Total time:18.211147785186768 Iteration: 834 || Clusters count: 14 || Log posterior: -3970.7488237761136 || Iter Time:0.017535924911499023 || Total time:18.228683710098267 Loading and distributing data: 0.000109 seconds (129 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Iteration: 857 || Clusters count: 15 || Log posterior: -3887.3807160153433 || Iter Time:0.05512380599975586 || Total time:18.65756130218506 Iteration: 858 || Clusters count: 15 || Log posterior: -3850.8464478787882 || Iter Time:0.02014899253845215 || Total time:18.67771029472351 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 859 || Clusters count: 16 || Log posterior: -3837.8138291476603 || Iter Time:0.01563286781311035 || Total time:18.69334316253662 Iteration: 860 || Clusters count: 15 || Log posterior: -3808.2437445886267 || Iter Time:0.020615100860595703 || Total time:18.713958263397217 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 861 || Clusters count: 15 || Log posterior: -3896.9295572382084 || Iter Time:0.01473093032836914 || Total time:18.728689193725586 Iteration: 862 || Clusters count: 15 || Log posterior: -3876.5569035361614 || Iter Time:0.02025604248046875 || Total time:18.748945236206055 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-3883.5296772456595 || Iter Time:0.01951289176940918 || Total time:18.85339617729187 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 869 || Clusters count: 16 || Log posterior: -3946.1161451056937 || Iter Time:0.015666961669921875 || Total time:18.869063138961792 Iteration: 870 || Clusters count: 15 || Log posterior: -3902.3193819080534 || Iter Time:0.01925492286682129 || Total time:18.888318061828613 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 871 || Clusters count: 15 || Log posterior: -3979.3294132898923 || Iter Time:0.03379988670349121 || Total time:18.922117948532104 Iteration: 872 || Clusters count: 15 || Log posterior: -3943.856591239037 || Iter Time:0.01968097686767578 || Total time:18.94179892539978 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 873 || Clusters count: 15 || Log posterior: -3922.053203568561 || Iter Time:0.015774965286254883 || Total 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Iteration: 929 || Clusters count: 15 || Log posterior: -3976.2905915731926 || Iter Time:0.015089035034179688 || Total time:19.94942331314087 Iteration: 930 || Clusters count: 14 || Log posterior: -3961.4688250949594 || Iter Time:0.01913309097290039 || Total time:19.96855640411377 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 931 || Clusters count: 14 || Log posterior: -3901.422566613512 || Iter Time:0.013726949691772461 || Total time:19.982283353805542 Iteration: 932 || Clusters count: 14 || Log posterior: -3886.9264329270954 || Iter Time:0.018341064453125 || Total time:20.000624418258667 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 933 || Clusters count: 14 || Log posterior: -3923.135761821717 || Iter Time:0.013274908065795898 || Total time:20.013899326324463 Iteration: 934 || Clusters count: 14 || Log posterior: -3893.7457477698294 || Iter Time:0.018676042556762695 || Total time:20.032575368881226 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 935 || Clusters count: 14 || Log posterior: -3910.5520101388283 || Iter Time:0.01333308219909668 || Total time:20.045908451080322 Iteration: 936 || Clusters count: 14 || Log posterior: -3870.8407279011976 || Iter Time:0.018887996673583984 || Total time:20.064796447753906 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 937 || Clusters count: 14 || Log posterior: -3910.2775268514824 || Iter Time:0.014469146728515625 || Total time:20.079265594482422 Iteration: 938 || Clusters count: 14 || Log posterior: -3872.908565102027 || Iter Time:0.018815994262695312 || Total time:20.098081588745117 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 939 || Clusters count: 15 || Log posterior: -3876.1351344715845 || Iter Time:0.015169143676757812 || Total time:20.113250732421875 Iteration: 940 || Clusters count: 14 || Log posterior: -3854.293338318165 || Iter Time:0.01889204978942871 || Total time:20.132142782211304 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 941 || Clusters count: 14 || Log posterior: -3888.6442304155953 || Iter Time:0.013837099075317383 || Total time:20.14597988128662 Iteration: 942 || Clusters count: 14 || Log posterior: -3856.278152230798 || Iter Time:0.017892122268676758 || Total time:20.163872003555298 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 943 || Clusters count: 14 || Log posterior: -3910.6850174381884 || Iter Time:0.012997150421142578 || Total time:20.17686915397644 Iteration: 944 || Clusters count: 14 || Log posterior: -3892.5694646356947 || Iter Time:0.01759195327758789 || Total time:20.19446110725403 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 945 || Clusters count: 14 || Log posterior: -3906.897361722925 || Iter Time:0.012837886810302734 || Total 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|| Log posterior: -3841.0183608064476 || Iter Time:0.014740943908691406 || Total time:20.303379774093628 Iteration: 952 || Clusters count: 14 || Log posterior: -3824.4545818324923 || Iter Time:0.019883155822753906 || Total time:20.323262929916382 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 953 || Clusters count: 14 || Log posterior: -3888.9213703762684 || Iter Time:0.015434026718139648 || Total time:20.33869695663452 Iteration: 954 || Clusters count: 14 || Log posterior: -3873.922258666189 || Iter Time:0.017492055892944336 || Total time:20.356189012527466 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 955 || Clusters count: 14 || Log posterior: -3925.919844236893 || Iter Time:0.030651092529296875 || Total time:20.386840105056763 Iteration: 956 || Clusters count: 14 || Log posterior: -3904.6656433042153 || Iter Time:0.018275976181030273 || Total time:20.405116081237793 Loading and distributing data: 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-3980.003525321031 || Iter Time:0.013428926467895508 || Total time:20.660760641098022 Iteration: 974 || Clusters count: 13 || Log posterior: -3956.2465609498513 || Iter Time:0.01781010627746582 || Total time:20.67857074737549 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 975 || Clusters count: 13 || Log posterior: -3935.450664812806 || Iter Time:0.013345956802368164 || Total time:20.691916704177856 Iteration: 976 || Clusters count: 13 || Log posterior: -3915.7593890758453 || Iter Time:0.0175628662109375 || Total time:20.709479570388794 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 977 || Clusters count: 13 || Log posterior: -3882.245561979842 || Iter Time:0.0134429931640625 || Total time:20.722922563552856 Iteration: 978 || Clusters count: 13 || Log posterior: -3863.640282385358 || Iter Time:0.01803302764892578 || Total time:20.740955591201782 Loading and distributing data: 0.000120 seconds (129 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Iteration: 1133 || Clusters count: 14 || Log posterior: -3933.8218231331366 || Iter Time:0.014831066131591797 || Total time:23.537004947662354 Iteration: 1134 || Clusters count: 14 || Log posterior: -3904.3788278852544 || Iter Time:0.02023601531982422 || Total time:23.557240962982178 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1135 || Clusters count: 15 || Log posterior: -3887.2558037898993 || Iter Time:0.016338825225830078 || Total time:23.573579788208008 Iteration: 1136 || Clusters count: 15 || Log posterior: -3874.3170050948993 || Iter Time:0.02080082893371582 || Total time:23.594380617141724 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1137 || Clusters count: 15 || Log posterior: -3880.055524511987 || Iter Time:0.015902996063232422 || Total time:23.610283613204956 Iteration: 1138 || Clusters count: 14 || Log posterior: -3863.902707845719 || Iter Time:0.020799875259399414 || Total 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Iteration: 1177 || Clusters count: 15 || Log posterior: -3992.470391605486 || Iter Time:0.013850927352905273 || Total time:24.734944581985474 Iteration: 1178 || Clusters count: 14 || Log posterior: -3949.9207924232915 || Iter Time:0.018573999404907227 || Total time:24.75351858139038 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1179 || Clusters count: 14 || Log posterior: -3908.473909305596 || Iter Time:0.013159990310668945 || Total time:24.76667857170105 Iteration: 1180 || Clusters count: 14 || Log posterior: -3897.283232317299 || Iter Time:0.017307043075561523 || Total time:24.78398561477661 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1181 || Clusters count: 14 || Log posterior: -3949.1390984789896 || Iter Time:0.012861967086791992 || Total time:24.796847581863403 Iteration: 1182 || Clusters count: 14 || Log posterior: -3919.709867005544 || Iter Time:0.0175628662109375 || Total 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|| Log posterior: -3921.213103299861 || Iter Time:0.020782947540283203 || Total time:24.914247035980225 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1189 || Clusters count: 14 || Log posterior: -3959.9520727184645 || Iter Time:0.01460409164428711 || Total time:24.92885112762451 Iteration: 1190 || Clusters count: 14 || Log posterior: -3946.3613965797313 || Iter Time:0.02042102813720703 || Total time:24.94927215576172 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1191 || Clusters count: 14 || Log posterior: -3948.3552655049048 || Iter Time:0.014495134353637695 || Total time:24.963767290115356 Iteration: 1192 || Clusters count: 14 || Log posterior: -3915.65694168852 || Iter Time:0.02039194107055664 || Total time:24.984159231185913 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1193 || Clusters count: 14 || Log posterior: -3992.375143251736 || Iter 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Iteration: 1199 || Clusters count: 14 || Log posterior: -3955.4542269152535 || Iter Time:0.015461921691894531 || Total time:25.109370946884155 Iteration: 1200 || Clusters count: 14 || Log posterior: -3939.7318828774055 || Iter Time:0.020403146743774414 || Total time:25.12977409362793 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1201 || Clusters count: 14 || Log posterior: -3997.7566970074304 || Iter Time:0.015177011489868164 || Total time:25.144951105117798 Iteration: 1202 || Clusters count: 14 || Log posterior: -3970.9261209332903 || Iter Time:0.0211331844329834 || Total time:25.16608428955078 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1203 || Clusters count: 14 || Log posterior: -3979.8410002969617 || Iter Time:0.015115022659301758 || Total time:25.181199312210083 Iteration: 1204 || Clusters count: 14 || Log posterior: -3946.5224056513284 || Iter Time:0.02106308937072754 || Total 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Iteration: 1221 || Clusters count: 13 || Log posterior: -3954.4841087924838 || Iter Time:0.015360832214355469 || Total time:25.51587724685669 Iteration: 1222 || Clusters count: 13 || Log posterior: -3935.017794357828 || Iter Time:0.020556926727294922 || Total time:25.536434173583984 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1223 || Clusters count: 13 || Log posterior: -3901.1956216621925 || Iter Time:0.015316009521484375 || Total time:25.55175018310547 Iteration: 1224 || Clusters count: 13 || Log posterior: -3874.9082074574353 || Iter Time:0.020279884338378906 || Total time:25.572030067443848 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1225 || Clusters count: 13 || Log posterior: -3888.9968932290813 || Iter Time:0.015746116638183594 || Total time:25.58777618408203 Iteration: 1226 || Clusters count: 13 || Log posterior: -3869.4576408666003 || Iter Time:0.020294904708862305 || Total 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Iteration: 1265 || Clusters count: 14 || Log posterior: -4010.58337454037 || Iter Time:0.013168096542358398 || Total time:26.305935621261597 Iteration: 1266 || Clusters count: 14 || Log posterior: -3985.3786209842906 || Iter Time:0.018607139587402344 || Total time:26.324542760849 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1267 || Clusters count: 14 || Log posterior: -3986.226166379232 || Iter Time:0.014232873916625977 || Total time:26.338775634765625 Iteration: 1268 || Clusters count: 14 || Log posterior: -3953.7032671914685 || Iter Time:0.018756866455078125 || Total time:26.357532501220703 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1269 || Clusters count: 15 || Log posterior: -3958.665746693214 || Iter Time:0.014211177825927734 || Total time:26.37174367904663 Iteration: 1270 || Clusters count: 14 || Log posterior: -3936.78928393839 || Iter Time:0.01903700828552246 || Total 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Iteration: 1287 || Clusters count: 13 || Log posterior: -3969.9435223467744 || Iter Time:0.013218879699707031 || Total time:26.652193546295166 Iteration: 1288 || Clusters count: 13 || Log posterior: -3939.3712800664475 || Iter Time:0.017592906951904297 || Total time:26.66978645324707 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 1289 || Clusters count: 13 || Log posterior: -3899.6334217292087 || Iter Time:0.014007091522216797 || Total time:26.683793544769287 Iteration: 1290 || Clusters count: 13 || Log posterior: -3880.429130086602 || Iter Time:0.019881010055541992 || Total time:26.70367455482483 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1291 || Clusters count: 13 || Log posterior: -3920.650000328426 || Iter Time:0.014806985855102539 || Total time:26.71848154067993 Iteration: 1292 || Clusters count: 13 || Log posterior: -3909.7243479315475 || Iter Time:0.01984691619873047 || Total 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14 || Log posterior: -3924.388142464958 || Iter Time:0.05523395538330078 || Total time:26.878295183181763 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1299 || Clusters count: 14 || Log posterior: -3879.770592798932 || Iter Time:0.012238025665283203 || Total time:26.890533208847046 Iteration: 1300 || Clusters count: 14 || Log posterior: -3853.005901878685 || Iter Time:0.01749897003173828 || Total time:26.908032178878784 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1301 || Clusters count: 14 || Log posterior: -3885.1019614528805 || Iter Time:0.013098001480102539 || Total time:26.921130180358887 Iteration: 1302 || Clusters count: 14 || Log posterior: -3861.797154490048 || Iter Time:0.017811059951782227 || Total time:26.93894124031067 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1303 || Clusters count: 14 || Log posterior: -3989.021976998275 || Iter 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Iteration: 1331 || Clusters count: 13 || Log posterior: -3972.8318479375316 || Iter Time:0.012418985366821289 || Total time:27.388941287994385 Iteration: 1332 || Clusters count: 13 || Log posterior: -3951.7965894410395 || Iter Time:0.01671004295349121 || Total time:27.405651330947876 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 1333 || Clusters count: 13 || Log posterior: -3978.108361095823 || Iter Time:0.012321949005126953 || Total time:27.417973279953003 Iteration: 1334 || Clusters count: 13 || Log posterior: -3940.4629015080127 || Iter Time:0.016914844512939453 || Total time:27.434888124465942 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1335 || Clusters count: 13 || Log posterior: -3968.4158422553865 || Iter Time:0.012563943862915039 || Total time:27.447452068328857 Iteration: 1336 || Clusters count: 13 || Log posterior: -3952.9116628435554 || Iter Time:0.017773866653442383 || Total 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Iteration: 1375 || Clusters count: 14 || Log posterior: -4006.8658814372507 || Iter Time:0.013994216918945312 || Total time:28.117115020751953 Iteration: 1376 || Clusters count: 14 || Log posterior: -3968.5265516955983 || Iter Time:0.019353151321411133 || Total time:28.136468172073364 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1377 || Clusters count: 14 || Log posterior: -3970.4132688297464 || Iter Time:0.0143890380859375 || Total time:28.1508572101593 Iteration: 1378 || Clusters count: 14 || Log posterior: -3948.0505534652457 || Iter Time:0.01874709129333496 || Total time:28.169604301452637 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1379 || Clusters count: 14 || Log posterior: -3946.760089416894 || Iter Time:0.014003992080688477 || Total time:28.183608293533325 Iteration: 1380 || Clusters count: 14 || Log posterior: -3917.0381421196253 || Iter Time:0.01827096939086914 || Total 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Iteration: 1397 || Clusters count: 14 || Log posterior: -3990.055833916573 || Iter Time:0.015072822570800781 || Total time:28.48373770713806 Iteration: 1398 || Clusters count: 14 || Log posterior: -3955.9119103430153 || Iter Time:0.018465042114257812 || Total time:28.50220274925232 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1399 || Clusters count: 15 || Log posterior: -3906.115882481023 || Iter Time:0.03909420967102051 || Total time:28.54129695892334 Iteration: 1400 || Clusters count: 15 || Log posterior: -3883.3673215970543 || Iter Time:0.01925802230834961 || Total time:28.56055498123169 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1401 || Clusters count: 15 || Log posterior: -3931.137982447638 || Iter Time:0.01477503776550293 || Total time:28.575330018997192 Iteration: 1402 || Clusters count: 15 || Log posterior: -3910.0162236709857 || Iter Time:0.01862192153930664 || Total time:28.5939519405365 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-3961.662242605487 || Iter Time:0.01956915855407715 || Total time:28.691491842269897 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1409 || Clusters count: 15 || Log posterior: -3977.10844950404 || Iter Time:0.015197992324829102 || Total time:28.706689834594727 Iteration: 1410 || Clusters count: 15 || Log posterior: -3956.5903355581745 || Iter Time:0.020532846450805664 || Total time:28.727222681045532 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1411 || Clusters count: 15 || Log posterior: -3944.008757453651 || Iter Time:0.016002893447875977 || Total time:28.743225574493408 Iteration: 1412 || Clusters count: 15 || Log posterior: -3918.1280284231434 || Iter Time:0.020112991333007812 || Total time:28.763338565826416 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1413 || Clusters count: 15 || Log posterior: -3918.689598577202 || Iter Time:0.016424179077148438 || 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-3873.7176446655126 || Iter Time:0.019282102584838867 || Total time:29.07210659980774 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1431 || Clusters count: 15 || Log posterior: -3884.751977028748 || Iter Time:0.014014005661010742 || Total time:29.08612060546875 Iteration: 1432 || Clusters count: 15 || Log posterior: -3863.9949064402936 || Iter Time:0.018656015396118164 || Total time:29.104776620864868 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1433 || Clusters count: 15 || Log posterior: -3971.7241396382456 || Iter Time:0.0132598876953125 || Total time:29.11803650856018 Iteration: 1434 || Clusters count: 15 || Log posterior: -3950.26026067662 || Iter Time:0.018534183502197266 || Total time:29.136570692062378 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1435 || Clusters count: 15 || Log posterior: -3953.412511564314 || Iter Time:0.013781070709228516 || 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-3957.2798045258796 || Iter Time:0.015205144882202148 || Total time:31.20070219039917 Iteration: 1552 || Clusters count: 15 || Log posterior: -3905.5936769384857 || Iter Time:0.019298076629638672 || Total time:31.22000026702881 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1553 || Clusters count: 16 || Log posterior: -3975.800570808891 || Iter Time:0.015851974487304688 || Total time:31.235852241516113 Iteration: 1554 || Clusters count: 15 || Log posterior: -3949.072401812658 || Iter Time:0.019355058670043945 || Total time:31.255207300186157 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1555 || Clusters count: 14 || Log posterior: -3988.40171787292 || Iter Time:0.014461994171142578 || Total time:31.2696692943573 Iteration: 1556 || Clusters count: 14 || Log posterior: -3959.8646487828187 || Iter Time:0.017865896224975586 || Total time:31.287535190582275 Loading and distributing data: 0.000112 seconds 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-4013.1145474713217 || Iter Time:0.012999773025512695 || Total time:31.560872793197632 Iteration: 1574 || Clusters count: 15 || Log posterior: -3974.6189266410784 || Iter Time:0.01834392547607422 || Total time:31.579216718673706 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1575 || Clusters count: 16 || Log posterior: -3948.200801398195 || Iter Time:0.014513015747070312 || Total time:31.593729734420776 Iteration: 1576 || Clusters count: 15 || Log posterior: -3919.265613538834 || Iter Time:0.019173860549926758 || Total time:31.612903594970703 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1577 || Clusters count: 15 || Log posterior: -3968.7855966935263 || Iter Time:0.013221025466918945 || Total time:31.626124620437622 Iteration: 1578 || Clusters count: 15 || Log posterior: -3928.8861373795066 || Iter Time:0.01808309555053711 || Total time:31.64420771598816 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1579 || Clusters count: 15 || Log posterior: -3928.8304784393426 || Iter Time:0.014317035675048828 || Total time:31.658524751663208 Iteration: 1580 || Clusters count: 15 || Log posterior: -3905.1265569358998 || Iter Time:0.019214868545532227 || Total time:31.67773962020874 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1581 || Clusters count: 15 || Log posterior: -3971.527073463757 || Iter Time:0.017573833465576172 || Total time:31.695313453674316 Iteration: 1582 || Clusters count: 15 || Log posterior: -3944.423469200107 || Iter Time:0.01942586898803711 || Total time:31.714739322662354 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1583 || Clusters count: 15 || Log posterior: -4004.7196144828263 || Iter Time:0.015739917755126953 || Total time:31.73047924041748 Iteration: 1584 || Clusters count: 15 || Log posterior: -3977.4459229426134 || Iter 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count: 14 || Log posterior: -3958.756271728295 || Iter Time:0.01855015754699707 || Total time:36.17056584358215 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 15 || Log posterior: -3869.8505794456323 || Iter Time:0.014477968215942383 || Total time:36.185043811798096 Iteration: 1840 || Clusters count: 15 || Log posterior: -3862.1129958626143 || Iter Time:0.019615888595581055 || Total time:36.20465970039368 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 15 || Log posterior: -3927.270189105027 || Iter Time:0.015188932418823242 || Total time:36.2198486328125 Iteration: 1842 || Clusters count: 14 || Log posterior: -3903.6342205306655 || Iter Time:0.01997518539428711 || Total time:36.23982381820679 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 14 || Log posterior: -3974.592828822183 || Iter 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Iteration: 1849 || Clusters count: 14 || Log posterior: -3930.802173426431 || Iter Time:0.014581918716430664 || Total time:36.348408937454224 Iteration: 1850 || Clusters count: 14 || Log posterior: -3908.067440227148 || Iter Time:0.01883101463317871 || Total time:36.3672399520874 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 14 || Log posterior: -3953.1520445023507 || Iter Time:0.014631032943725586 || Total time:36.38187098503113 Iteration: 1852 || Clusters count: 14 || Log posterior: -3929.6721942507493 || Iter Time:0.020254850387573242 || Total time:36.4021258354187 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 14 || Log posterior: -3904.404344160983 || Iter Time:0.014856100082397461 || Total time:36.4169819355011 Iteration: 1854 || Clusters count: 14 || Log posterior: -3877.63462103261 || Iter Time:0.01844501495361328 || Total time:36.43542695045471 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-3863.689646581708 || Iter Time:0.01853203773498535 || Total time:36.53240776062012 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 14 || Log posterior: -3891.722741271881 || Iter Time:0.01450800895690918 || Total time:36.546915769577026 Iteration: 1862 || Clusters count: 14 || Log posterior: -3874.5794219474037 || Iter Time:0.018631935119628906 || Total time:36.565547704696655 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 14 || Log posterior: -3883.438632204431 || Iter Time:0.014050960540771484 || Total time:36.57959866523743 Iteration: 1864 || Clusters count: 14 || Log posterior: -3867.3696160351315 || Iter Time:0.04333019256591797 || Total time:36.622928857803345 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 14 || Log posterior: -3916.345569371342 || Iter Time:0.015410900115966797 || Total time:36.63833975791931 Iteration: 1866 || Clusters count: 14 || Log posterior: -3893.0737944510543 || Iter Time:0.019659042358398438 || Total time:36.65799880027771 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 14 || Log posterior: -3945.2580376977385 || Iter Time:0.01506495475769043 || Total time:36.6730637550354 Iteration: 1868 || Clusters count: 14 || Log posterior: -3914.792785642196 || Iter Time:0.019084930419921875 || Total time:36.69214868545532 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 14 || Log posterior: -3959.3039998343625 || Iter Time:0.014766931533813477 || Total time:36.706915616989136 Iteration: 1870 || Clusters count: 14 || Log posterior: -3922.2896568490983 || Iter Time:0.018926143646240234 || Total time:36.725841760635376 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 14 || Log posterior: -3943.1427400953103 || Iter Time:0.014751195907592773 || Total time:36.74059295654297 Iteration: 1872 || Clusters count: 14 || Log posterior: -3914.2274468640703 || Iter Time:0.020242929458618164 || Total time:36.76083588600159 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 14 || Log posterior: -3932.283252825379 || Iter Time:0.014286041259765625 || Total time:36.77512192726135 Iteration: 1874 || Clusters count: 14 || Log posterior: -3906.306787777122 || Iter Time:0.018741846084594727 || Total time:36.79386377334595 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 15 || Log posterior: -3875.978528394361 || Iter Time:0.014870882034301758 || Total time:36.80873465538025 Iteration: 1876 || Clusters count: 15 || Log posterior: -3851.905908999538 || Iter Time:0.01981186866760254 || Total time:36.82854652404785 Loading and distributing 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Iter Time:0.018522977828979492 || Total time:36.92730665206909 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 13 || Log posterior: -3966.4835448852996 || Iter Time:0.013525009155273438 || Total time:36.940831661224365 Iteration: 1884 || Clusters count: 13 || Log posterior: -3960.0000760939724 || Iter Time:0.01771092414855957 || Total time:36.958542585372925 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 13 || Log posterior: -3985.655225855492 || Iter Time:0.01468205451965332 || Total time:36.97322463989258 Iteration: 1886 || Clusters count: 13 || Log posterior: -3973.636749090331 || Iter Time:0.018949031829833984 || Total time:36.99217367172241 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 13 || Log posterior: -4007.364398723404 || Iter Time:0.01528787612915039 || Total time:37.00746154785156 Iteration: 1888 || Clusters count: 13 || Log posterior: -3986.147086758372 || Iter Time:0.01829218864440918 || Total time:37.02575373649597 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 13 || Log posterior: -4007.2899541042843 || Iter Time:0.014580011367797852 || Total time:37.04033374786377 Iteration: 1890 || Clusters count: 13 || Log posterior: -3991.809344653413 || Iter Time:0.018286943435668945 || Total time:37.05862069129944 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 13 || Log posterior: -3997.2350146197873 || Iter Time:0.014052867889404297 || Total time:37.07267355918884 Iteration: 1892 || Clusters count: 13 || Log posterior: -3980.8799265984235 || Iter Time:0.018625974655151367 || Total time:37.091299533843994 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 13 || Log posterior: -3979.180925758428 || Iter Time:0.013792991638183594 || Total time:37.10509252548218 Iteration: 1894 || Clusters count: 13 || Log posterior: -3958.284283721272 || Iter Time:0.017843961715698242 || Total time:37.122936487197876 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 13 || Log posterior: -3938.260421586656 || Iter Time:0.013469934463500977 || Total time:37.13640642166138 Iteration: 1896 || Clusters count: 13 || Log posterior: -3918.966733086048 || Iter Time:0.018294095993041992 || Total time:37.15470051765442 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 13 || Log posterior: -3951.92345187583 || Iter Time:0.013514995574951172 || Total time:37.16821551322937 Iteration: 1898 || Clusters count: 13 || Log posterior: -3929.223974032785 || Iter Time:0.01776123046875 || Total time:37.18597674369812 Loading and distributing data: 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Time:0.017567873001098633 || Total time:37.30689573287964 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 14 || Log posterior: -3928.523647819855 || Iter Time:0.013573884963989258 || Total time:37.32046961784363 Iteration: 1906 || Clusters count: 14 || Log posterior: -3898.7208047860313 || Iter Time:0.018108129501342773 || Total time:37.33857774734497 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 14 || Log posterior: -3978.2471664272493 || Iter Time:0.013048171997070312 || Total time:37.35162591934204 Iteration: 1908 || Clusters count: 14 || Log posterior: -3953.494769631415 || Iter Time:0.018503189086914062 || Total time:37.370129108428955 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 13 || Log posterior: -4005.382156478909 || Iter Time:0.01395416259765625 || Total time:37.38408327102661 Iteration: 1910 || Clusters count: 13 || Log posterior: -3976.3669069305365 || Iter Time:0.017163991928100586 || Total time:37.40124726295471 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 13 || Log posterior: -3991.46259748966 || Iter Time:0.013341903686523438 || Total time:37.414589166641235 Iteration: 1912 || Clusters count: 13 || Log posterior: -3969.766377348922 || Iter Time:0.017713069915771484 || Total time:37.43230223655701 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 13 || Log posterior: -3958.392478144563 || Iter Time:0.01390385627746582 || Total time:37.44620609283447 Iteration: 1914 || Clusters count: 13 || Log posterior: -3942.0213130605803 || Iter Time:0.01910400390625 || Total time:37.46531009674072 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 13 || Log posterior: -3943.256637891405 || Iter Time:0.014310121536254883 || Total time:37.47962021827698 Iteration: 1916 || Clusters count: 13 || Log posterior: -3922.037791284263 || Iter Time:0.017559051513671875 || Total time:37.49717926979065 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 13 || Log posterior: -3912.503710902117 || Iter Time:0.013516902923583984 || Total time:37.51069617271423 Iteration: 1918 || Clusters count: 13 || Log posterior: -3893.5550440681805 || Iter Time:0.01838207244873047 || Total time:37.529078245162964 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 13 || Log posterior: -3928.3302458397416 || Iter Time:0.01494908332824707 || Total time:37.54402732849121 Iteration: 1920 || Clusters count: 13 || Log posterior: -3898.8919918306838 || Iter Time:0.01940011978149414 || Total time:37.563427448272705 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 13 || Log posterior: -3978.296677763305 || Iter Time:0.01377105712890625 || Total time:37.57719850540161 Iteration: 1922 || Clusters count: 13 || Log posterior: -3960.0821304232963 || Iter Time:0.018420934677124023 || Total time:37.595619440078735 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 13 || Log posterior: -4008.048424053454 || Iter Time:0.013876914978027344 || Total time:37.60949635505676 Iteration: 1924 || Clusters count: 13 || Log posterior: -3985.47148537102 || Iter Time:0.018524169921875 || Total time:37.62802052497864 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 13 || Log posterior: -3971.8170762794384 || Iter Time:0.014239072799682617 || Total time:37.64225959777832 Iteration: 1926 || Clusters count: 13 || Log posterior: -3957.3348502072076 || Iter Time:0.018053054809570312 || Total time:37.66031265258789 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 13 || Log posterior: -3909.8747326186085 || Iter Time:0.01409602165222168 || Total time:37.67440867424011 Iteration: 1928 || Clusters count: 13 || Log posterior: -3900.5358183075064 || Iter Time:0.017927885055541992 || Total time:37.692336559295654 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 13 || Log posterior: -3917.4949284769045 || Iter Time:0.013701915740966797 || Total time:37.70603847503662 Iteration: 1930 || Clusters count: 13 || Log posterior: -3904.2572741551853 || Iter Time:0.01843094825744629 || Total time:37.72446942329407 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 13 || Log posterior: -3937.164610180616 || Iter Time:0.014708995819091797 || Total time:37.73917841911316 Iteration: 1932 || Clusters count: 13 || Log posterior: -3925.9021599975895 || Iter Time:0.01797199249267578 || Total time:37.757150411605835 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 13 || Log posterior: -3963.1661245356217 || Iter Time:0.013010978698730469 || Total time:37.770161390304565 Iteration: 1934 || Clusters count: 13 || Log posterior: -3945.11019571935 || Iter Time:0.017583131790161133 || Total time:37.78774452209473 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 13 || Log posterior: -3958.9176646274454 || Iter Time:0.014311790466308594 || Total time:37.802056312561035 Iteration: 1936 || Clusters count: 13 || Log posterior: -3933.8676830474915 || Iter Time:0.017788171768188477 || Total time:37.819844484329224 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 13 || Log posterior: -3925.8066841722634 || Iter Time:0.013475179672241211 || Total time:37.833319664001465 Iteration: 1938 || Clusters count: 13 || Log posterior: -3902.366758097816 || Iter Time:0.041458845138549805 || Total time:37.874778509140015 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 13 || Log posterior: -3951.227286390682 || Iter Time:0.013546943664550781 || Total time:37.888325452804565 Iteration: 1940 || Clusters count: 13 || Log posterior: -3940.946967655532 || Iter Time:0.018080949783325195 || Total time:37.90640640258789 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 14 || Log posterior: -3991.1686468894027 || Iter Time:0.01409602165222168 || Total time:37.92050242424011 Iteration: 1942 || Clusters count: 14 || Log posterior: -3966.598164196697 || Iter Time:0.017297983169555664 || Total time:37.93780040740967 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 14 || Log posterior: -3963.4082966870124 || Iter Time:0.012687921524047852 || Total time:37.950488328933716 Iteration: 1944 || Clusters count: 14 || Log posterior: -3947.6085760278825 || Iter Time:0.017588138580322266 || Total time:37.96807646751404 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 14 || Log posterior: -4023.459751168319 || Iter Time:0.012901067733764648 || Total time:37.9809775352478 Iteration: 1946 || Clusters count: 14 || Log posterior: -3989.151511749053 || Iter Time:0.01747894287109375 || Total time:37.9984564781189 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 14 || Log posterior: -3965.7968567265934 || Iter Time:0.013180017471313477 || Total time:38.01163649559021 Iteration: 1948 || Clusters count: 14 || Log posterior: -3959.215513789944 || Iter Time:0.017477989196777344 || Total time:38.02911448478699 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 14 || Log posterior: -3964.2207383159757 || Iter Time:0.013100862503051758 || Total time:38.04221534729004 Iteration: 1950 || Clusters count: 14 || Log posterior: -3934.1177155976866 || Iter Time:0.01787090301513672 || Total time:38.060086250305176 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 14 || Log posterior: -3977.6158634684834 || Iter Time:0.01392984390258789 || Total time:38.074016094207764 Iteration: 1952 || Clusters count: 14 || Log posterior: -3960.932207063827 || Iter Time:0.018252849578857422 || Total time:38.09226894378662 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 14 || Log posterior: -3952.062161134086 || Iter Time:0.013683080673217773 || Total time:38.10595202445984 Iteration: 1954 || Clusters count: 14 || Log posterior: -3934.989063807286 || Iter Time:0.01857590675354004 || Total time:38.12452793121338 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 14 || Log posterior: -3981.20491123083 || Iter Time:0.01371002197265625 || Total time:38.138237953186035 Iteration: 1956 || Clusters count: 14 || Log posterior: -3957.9862031396683 || Iter Time:0.018841028213500977 || Total time:38.157078981399536 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 14 || Log posterior: -3907.3242456793514 || Iter Time:0.013550043106079102 || Total time:38.170629024505615 Iteration: 1958 || Clusters count: 14 || Log posterior: -3888.779567150802 || Iter Time:0.018385887145996094 || Total time:38.18901491165161 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 14 || Log posterior: -3918.0943717586447 || Iter Time:0.013529062271118164 || Total time:38.20254397392273 Iteration: 1960 || Clusters count: 14 || Log posterior: -3911.644853979851 || Iter Time:0.018860816955566406 || Total time:38.221404790878296 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 15 || Log posterior: -3842.70047098837 || Iter Time:0.014126062393188477 || Total time:38.235530853271484 Iteration: 1962 || Clusters count: 14 || Log posterior: -3825.0776436711553 || Iter Time:0.0185549259185791 || Total time:38.25408577919006 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 14 || Log posterior: -3887.2655886939942 || Iter Time:0.012974023818969727 || Total time:38.26705980300903 Iteration: 1964 || Clusters count: 14 || Log posterior: -3863.2049245606754 || Iter Time:0.017932891845703125 || Total time:38.284992694854736 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 14 || Log posterior: -3943.153229803682 || Iter Time:0.013586044311523438 || Total time:38.29857873916626 Iteration: 1966 || Clusters count: 14 || Log posterior: -3927.4626484956266 || Iter Time:0.01817607879638672 || Total time:38.31675481796265 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 14 || Log posterior: -3922.2600981403957 || Iter Time:0.01328420639038086 || Total time:38.33003902435303 Iteration: 1968 || Clusters count: 14 || Log posterior: -3913.399702371774 || Iter Time:0.017581939697265625 || Total time:38.34762096405029 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 14 || Log posterior: -3918.8574490699416 || Iter Time:0.01371908187866211 || Total time:38.361340045928955 Iteration: 1970 || Clusters count: 14 || Log posterior: -3882.4798638589577 || Iter Time:0.01788496971130371 || Total time:38.37922501564026 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 14 || Log posterior: -3961.163198920165 || Iter Time:0.014607906341552734 || Total time:38.39383292198181 Iteration: 1972 || Clusters count: 14 || Log posterior: -3925.4113524888667 || Iter Time:0.019214153289794922 || Total time:38.413047075271606 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 14 || Log posterior: -4010.7192245209208 || Iter Time:0.015572071075439453 || Total time:38.428619146347046 Iteration: 1974 || Clusters count: 14 || Log posterior: -3987.7813049118054 || Iter Time:0.02056884765625 || Total time:38.449187994003296 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 13 || Log posterior: -3977.4672998784736 || Iter Time:0.015057802200317383 || Total time:38.46424579620361 Iteration: 1976 || Clusters count: 13 || Log posterior: -3961.4272586438688 || Iter Time:0.042066097259521484 || Total time:38.506311893463135 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 13 || Log posterior: -3985.312401206399 || Iter Time:0.013103961944580078 || Total time:38.519415855407715 Iteration: 1978 || Clusters count: 13 || Log posterior: -3969.702717508499 || Iter Time:0.01771402359008789 || Total time:38.5371298789978 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 13 || Log posterior: -3955.779123779662 || Iter Time:0.01347804069519043 || Total time:38.55060791969299 Iteration: 1980 || Clusters count: 13 || Log posterior: -3932.366540760734 || Iter Time:0.01865386962890625 || Total time:38.5692617893219 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 13 || Log posterior: -3976.3956662933388 || Iter Time:0.01500701904296875 || Total time:38.58426880836487 Iteration: 1982 || Clusters count: 13 || Log posterior: -3955.2349328663026 || Iter Time:0.018069028854370117 || Total time:38.60233783721924 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 13 || Log posterior: -3931.0817967289577 || Iter Time:0.01361393928527832 || Total time:38.61595177650452 Iteration: 1984 || Clusters count: 13 || Log posterior: -3916.123767642556 || Iter Time:0.018325090408325195 || Total time:38.63427686691284 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 13 || Log posterior: -3943.2257404799884 || Iter Time:0.014431953430175781 || Total time:38.64870882034302 Iteration: 1986 || Clusters count: 13 || Log posterior: -3927.9090871092867 || Iter Time:0.018615007400512695 || Total time:38.66732382774353 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 13 || Log posterior: -3908.560304100833 || Iter Time:0.013962030410766602 || Total time:38.6812858581543 Iteration: 1988 || Clusters count: 13 || Log posterior: -3905.1417594449053 || Iter Time:0.01867198944091797 || Total time:38.699957847595215 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 13 || Log posterior: -3937.7020457744925 || Iter Time:0.013936996459960938 || Total time:38.713894844055176 Iteration: 1990 || Clusters count: 13 || Log posterior: -3917.199163427201 || Iter Time:0.018934011459350586 || Total time:38.732828855514526 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 13 || Log posterior: -3899.6390866764073 || Iter Time:0.013857126235961914 || Total time:38.74668598175049 Iteration: 1992 || Clusters count: 13 || Log posterior: -3882.549926889332 || Iter Time:0.017865896224975586 || Total time:38.764551877975464 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 13 || Log posterior: -3952.9401833200577 || Iter Time:0.013804912567138672 || Total time:38.7783567905426 Iteration: 1994 || Clusters count: 13 || Log posterior: -3930.9054034797673 || Iter Time:0.017721891403198242 || Total time:38.7960786819458 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 13 || Log posterior: -3931.6661642219397 || Iter Time:0.012836933135986328 || Total time:38.80891561508179 Iteration: 1996 || Clusters count: 13 || Log posterior: -3903.985157092158 || Iter Time:0.01790595054626465 || Total time:38.82682156562805 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 13 || Log posterior: -3955.9128536098215 || Iter Time:0.014127016067504883 || Total time:38.84094858169556 Iteration: 1998 || Clusters count: 13 || Log posterior: -3933.436115663349 || Iter Time:0.01862788200378418 || Total time:38.85957646369934 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 13 || Log posterior: -3978.078338055879 || Iter Time:0.014492988586425781 || Total time:38.87406945228577 Iteration: 2000 || Clusters count: 13 || Log posterior: -3963.0330635333257 || Iter Time:0.017770051956176758 || Total time:38.89183950424194 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 13 || Log posterior: -3910.6891261256437 || Iter Time:0.013432979583740234 || Total time:38.905272483825684 Iteration: 2002 || Clusters count: 13 || Log posterior: -3893.0843177104684 || Iter Time:0.017674922943115234 || Total time:38.9229474067688 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 13 || Log posterior: -3921.708828663841 || Iter Time:0.013615131378173828 || Total time:38.93656253814697 Iteration: 2004 || Clusters count: 13 || Log posterior: -3914.923316460715 || Iter Time:0.01908397674560547 || Total time:38.95564651489258 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 13 || Log posterior: -3943.196683525466 || Iter Time:0.01423192024230957 || Total time:38.96987843513489 Iteration: 2006 || Clusters count: 13 || Log posterior: -3931.7804487011826 || Iter Time:0.017952919006347656 || Total time:38.987831354141235 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 13 || Log posterior: -3989.9090256760674 || Iter Time:0.013528108596801758 || Total time:39.00135946273804 Iteration: 2008 || Clusters count: 13 || Log posterior: -3951.768498374753 || Iter Time:0.018002986907958984 || Total time:39.019362449645996 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 13 || Log posterior: -3908.5531575436694 || Iter Time:0.013586997985839844 || Total time:39.032949447631836 Iteration: 2010 || Clusters count: 13 || Log posterior: -3897.905340263245 || Iter Time:0.01806783676147461 || Total time:39.05101728439331 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 13 || Log posterior: -3915.0723396032754 || Iter Time:0.01335597038269043 || Total time:39.064373254776 Iteration: 2012 || Clusters count: 13 || Log posterior: -3890.959845651728 || Iter Time:0.01807689666748047 || Total time:39.08245015144348 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 13 || Log posterior: -3907.817873629217 || Iter Time:0.013960123062133789 || Total time:39.096410274505615 Iteration: 2014 || Clusters count: 13 || Log posterior: -3878.1670005629603 || Iter Time:0.04174208641052246 || Total time:39.13815236091614 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 13 || Log posterior: -3947.987929122445 || Iter Time:0.0131378173828125 || Total time:39.15129017829895 Iteration: 2016 || Clusters count: 13 || Log posterior: -3925.346921441284 || Iter Time:0.021229982376098633 || Total time:39.17252016067505 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 13 || Log posterior: -3914.356858220518 || Iter Time:0.012952804565429688 || Total time:39.18547296524048 Iteration: 2018 || Clusters count: 13 || Log posterior: -3893.843683971816 || Iter Time:0.017911195755004883 || Total time:39.20338416099548 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 13 || Log posterior: -3953.189211066677 || Iter Time:0.013256072998046875 || Total time:39.21664023399353 Iteration: 2020 || Clusters count: 13 || Log posterior: -3913.4307865918404 || Iter Time:0.017950057983398438 || Total time:39.23459029197693 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 13 || Log posterior: -3899.6403785359016 || Iter Time:0.013200998306274414 || Total time:39.2477912902832 Iteration: 2022 || Clusters count: 13 || Log posterior: -3874.461720113987 || Iter Time:0.01789999008178711 || Total time:39.26569128036499 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 13 || Log posterior: -3887.4771625563462 || Iter Time:0.02362990379333496 || Total time:39.289321184158325 Iteration: 2024 || Clusters count: 13 || Log posterior: -3863.691211881703 || Iter Time:0.01801300048828125 || Total time:39.307334184646606 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 13 || Log posterior: -3891.522628192115 || Iter Time:0.013757944107055664 || Total time:39.32109212875366 Iteration: 2026 || Clusters count: 13 || Log posterior: -3881.09550204598 || Iter Time:0.017877817153930664 || Total time:39.33896994590759 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 13 || Log posterior: -3932.269136064388 || Iter Time:0.014384984970092773 || Total time:39.353354930877686 Iteration: 2028 || Clusters count: 13 || Log posterior: -3899.853691564383 || Iter Time:0.01836395263671875 || Total time:39.371718883514404 Avg NMI: 0.878801086871932 Full NMI: 0.8637281327350551 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m22.1s Testing DPMMSubClustersStreaming tests passed Testing completed after 187.28s PkgEval succeeded after 357.44s