Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.811 (41570e9800*) started at 2025-07-03T17:56:25.849 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.66s ################################################################################ # 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 v1.25.2 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.17.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [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 v8.14.1+1 [e37daf67] + LibGit2_jll v1.9.1+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 v3.5.1+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.13.1+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 4.4s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 161.04s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_8FmsJE/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_8FmsJE/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.2 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.17.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [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 v8.14.1+1 [e37daf67] LibGit2_jll v1.9.1+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 v3.5.1+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+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: 3.313821 seconds (1.22 M allocations: 71.226 MiB, 99.90% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -232959.28798629093 || Iter Time:16.818527936935425 || Total time:16.818527936935425 Iteration: 1 || Clusters count: 1 || Log posterior: -232959.28798629093 || Iter Time:0.0072021484375 || Total time:16.825730085372925 Iteration: 2 || Clusters count: 1 || Log posterior: -232959.28798629093 || Iter Time:0.006804943084716797 || Total time:16.83253502845764 Iteration: 3 || Clusters count: 1 || Log posterior: -232959.28798629093 || Iter Time:0.006417036056518555 || Total time:16.83895206451416 Iteration: 4 || Clusters count: 1 || Log posterior: -232959.28798629093 || Iter Time:0.0058460235595703125 || Total time:16.84479808807373 Iteration: 5 || Clusters count: 1 || Log posterior: -232959.28798629093 || Iter Time:0.01588296890258789 || Total time:16.86068105697632 Iteration: 6 || Clusters count: 1 || Log posterior: -232959.28798629093 || Iter Time:0.005730867385864258 || Total time:16.866411924362183 Iteration: 7 || Clusters count: 1 || Log posterior: -232959.28798629093 || Iter Time:0.005715131759643555 || Total time:16.872127056121826 Iteration: 8 || Clusters count: 1 || Log posterior: -232959.28798629093 || Iter Time:0.00587010383605957 || Total time:16.877997159957886 Iteration: 9 || Clusters count: 1 || Log posterior: -232959.28798629093 || Iter Time:0.005733966827392578 || Total time:16.88373112678528 Iteration: 10 || Clusters count: 1 || Log posterior: -232959.28798629093 || Iter Time:0.005676984786987305 || Total time:16.889408111572266 Iteration: 11 || Clusters count: 1 || Log posterior: -232959.28798629093 || Iter Time:0.005463838577270508 || Total time:16.894871950149536 Iteration: 12 || Clusters count: 1 || Log posterior: -232959.28798629093 || Iter Time:0.005892038345336914 || Total time:16.900763988494873 Iteration: 13 || Clusters count: 2 || Log posterior: -232633.91191976643 || Iter Time:2.9621498584747314 || Total time:19.862913846969604 Iteration: 14 || Clusters count: 2 || Log posterior: -232620.537577505 || Iter Time:0.004660844802856445 || Total time:19.86757469177246 Iteration: 15 || Clusters count: 2 || Log posterior: -232599.33516639017 || Iter Time:0.004673004150390625 || Total time:19.87224769592285 Iteration: 16 || Clusters count: 2 || Log posterior: -232609.73085503886 || Iter Time:0.004224061965942383 || Total time:19.876471757888794 Iteration: 17 || Clusters count: 2 || Log posterior: -232625.04360588532 || Iter Time:0.00437617301940918 || Total time:19.880847930908203 Iteration: 18 || Clusters count: 2 || Log posterior: -232618.30141838532 || Iter Time:0.005546092987060547 || Total time:19.886394023895264 Iteration: 19 || Clusters count: 2 || Log posterior: -232600.2200692017 || Iter Time:0.004786968231201172 || Total time:19.891180992126465 Iteration: 20 || Clusters count: 2 || Log posterior: -232538.09048088532 || Iter Time:3.1157338619232178 || Total time:23.006914854049683 Loading and distributing data: 0.001045 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232627.63678620016 || Iter Time:0.03451895713806152 || Total time:23.041433811187744 Iteration: 22 || Clusters count: 2 || Log posterior: -232603.85589744462 || Iter Time:0.006402015686035156 || Total time:23.04783582687378 Iteration: 23 || Clusters count: 2 || Log posterior: -232577.3295721162 || Iter Time:0.0062220096588134766 || Total time:23.054057836532593 Iteration: 24 || Clusters count: 2 || Log posterior: -232583.85797831908 || Iter Time:0.0062220096588134766 || Total time:23.060279846191406 Iteration: 25 || Clusters count: 2 || Log posterior: -232584.45326525997 || Iter Time:0.006170034408569336 || Total time:23.066449880599976 Iteration: 26 || Clusters count: 2 || Log posterior: -232567.8293862977 || Iter Time:0.006473064422607422 || Total time:23.072922945022583 Iteration: 27 || Clusters count: 2 || Log posterior: -232559.99342413567 || Iter Time:0.0063838958740234375 || Total time:23.079306840896606 Iteration: 28 || Clusters count: 3 || Log posterior: -232266.29594737967 || Iter Time:0.009054899215698242 || Total time:23.088361740112305 Iteration: 29 || Clusters count: 3 || Log posterior: -232145.86936942308 || Iter Time:0.006906986236572266 || Total time:23.095268726348877 Iteration: 30 || Clusters count: 3 || Log posterior: -232081.34997937334 || Iter Time:0.0068089962005615234 || Total time:23.10207772254944 Iteration: 31 || Clusters count: 3 || Log posterior: -232044.4887055519 || Iter Time:0.0068149566650390625 || Total time:23.108892679214478 Iteration: 32 || Clusters count: 4 || Log posterior: -231716.01314995147 || Iter Time:0.00865793228149414 || Total time:23.11755061149597 Iteration: 33 || Clusters count: 4 || Log posterior: -231597.6114138813 || Iter Time:0.006953001022338867 || Total time:23.12450361251831 Iteration: 34 || Clusters count: 4 || Log posterior: -231510.12562056794 || Iter Time:0.007120847702026367 || Total time:23.131624460220337 Iteration: 35 || Clusters count: 4 || Log posterior: -231488.2065420135 || Iter Time:0.0069580078125 || Total time:23.138582468032837 Iteration: 36 || Clusters count: 4 || Log posterior: -231483.31592020855 || Iter Time:0.006782054901123047 || Total time:23.14536452293396 Iteration: 37 || Clusters count: 4 || Log posterior: -231452.62856265056 || Iter Time:0.007080078125 || Total time:23.15244460105896 Iteration: 38 || Clusters count: 4 || Log posterior: -231423.83994249898 || Iter Time:0.0070018768310546875 || Total time:23.159446477890015 Iteration: 39 || Clusters count: 4 || Log posterior: -231441.53349697994 || Iter Time:0.007088899612426758 || Total time:23.16653537750244 Iteration: 40 || Clusters count: 4 || Log posterior: -231424.54325814077 || Iter Time:0.007117033004760742 || Total time:23.173652410507202 Iteration: 41 || Clusters count: 4 || Log posterior: -231354.15286435903 || Iter Time:0.00808405876159668 || Total time:23.1817364692688 Loading and distributing data: 0.000838 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261695.5285297436 || Iter Time:0.007217884063720703 || Total time:23.18895435333252 Iteration: 43 || Clusters count: 5 || Log posterior: -261168.29430068328 || Iter Time:0.008203983306884766 || Total time:23.197158336639404 Iteration: 44 || Clusters count: 5 || Log posterior: -261104.9311803881 || Iter Time:0.007248878479003906 || Total time:23.204407215118408 Iteration: 45 || Clusters count: 5 || Log posterior: -261067.02097352527 || Iter Time:0.007140159606933594 || Total time:23.211547374725342 Iteration: 46 || Clusters count: 5 || Log posterior: -261072.20488955747 || Iter Time:0.0069599151611328125 || Total time:23.218507289886475 Iteration: 47 || Clusters count: 5 || Log posterior: -261065.74637991324 || Iter Time:0.0069599151611328125 || Total time:23.225467205047607 Iteration: 48 || Clusters count: 5 || Log posterior: -261066.67874374162 || Iter Time:0.007215023040771484 || Total time:23.23268222808838 Iteration: 49 || Clusters count: 5 || Log posterior: -261063.93558619445 || Iter Time:0.0069849491119384766 || Total time:23.239667177200317 Iteration: 50 || Clusters count: 5 || Log posterior: -261071.78729482854 || Iter Time:0.006834983825683594 || Total time:23.246502161026 Iteration: 51 || Clusters count: 5 || Log posterior: -261090.17747884642 || Iter Time:0.00695490837097168 || Total time:23.253457069396973 Iteration: 52 || Clusters count: 5 || Log posterior: -261090.13242492997 || Iter Time:0.0069658756256103516 || Total time:23.260422945022583 Iteration: 53 || Clusters count: 5 || Log posterior: -261063.83659547474 || Iter Time:0.007200002670288086 || Total time:23.26762294769287 Iteration: 54 || Clusters count: 5 || Log posterior: -261061.29164049143 || Iter Time:0.006871938705444336 || Total time:23.274494886398315 Iteration: 55 || Clusters count: 5 || Log posterior: -261076.8518597993 || Iter Time:0.007013082504272461 || Total time:23.281507968902588 Iteration: 56 || Clusters count: 6 || Log posterior: -260634.64959310336 || Iter Time:0.008582115173339844 || Total time:23.290090084075928 Iteration: 57 || Clusters count: 7 || Log posterior: -260008.26387656885 || Iter Time:0.008862018585205078 || Total time:23.298952102661133 Iteration: 58 || Clusters count: 8 || Log posterior: -259464.689717543 || Iter Time:0.00978994369506836 || Total time:23.3087420463562 Iteration: 59 || Clusters count: 8 || Log posterior: -259449.57381482347 || Iter Time:0.008561134338378906 || Total time:23.31730318069458 Iteration: 60 || Clusters count: 8 || Log posterior: -259466.52777065392 || Iter Time:0.0089569091796875 || Total time:23.326260089874268 Iteration: 61 || Clusters count: 8 || Log posterior: -259427.49312590476 || Iter Time:0.8918001651763916 || Total time:24.21806025505066 Iteration: 62 || Clusters count: 8 || Log posterior: -259370.6563833243 || Iter Time:0.00827789306640625 || Total time:24.226338148117065 Loading and distributing data: 0.000756 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 8 || Log posterior: -259367.4817897175 || Iter Time:0.008475065231323242 || Total time:24.23481321334839 Iteration: 64 || Clusters count: 8 || Log posterior: -259315.03645001602 || Iter Time:0.008440971374511719 || Total time:24.2432541847229 Iteration: 65 || Clusters count: 8 || Log posterior: -259310.54447913164 || Iter Time:0.008305072784423828 || Total time:24.251559257507324 Iteration: 66 || Clusters count: 8 || Log posterior: -259301.21117627833 || Iter Time:0.008585214614868164 || Total time:24.260144472122192 Iteration: 67 || Clusters count: 8 || Log posterior: -259292.14226148275 || Iter Time:0.00834202766418457 || Total time:24.268486499786377 Iteration: 68 || Clusters count: 8 || Log posterior: -259312.03008679594 || Iter Time:0.008642911911010742 || Total time:24.277129411697388 Iteration: 69 || Clusters count: 8 || Log posterior: -259289.07336388508 || Iter Time:0.008610010147094727 || Total time:24.285739421844482 Iteration: 70 || Clusters count: 8 || Log posterior: -259305.96853312556 || Iter Time:0.008475780487060547 || Total time:24.294215202331543 Iteration: 71 || Clusters count: 10 || Log posterior: -258583.77023445145 || Iter Time:0.011075973510742188 || Total time:24.305291175842285 Iteration: 72 || Clusters count: 11 || Log posterior: -258119.12849791162 || Iter Time:0.010455131530761719 || Total time:24.315746307373047 Iteration: 73 || Clusters count: 13 || Log posterior: -257387.11446227526 || Iter Time:0.027364015579223633 || Total time:24.34311032295227 Iteration: 74 || Clusters count: 13 || Log posterior: -257222.97202020916 || Iter Time:0.03258204460144043 || Total time:24.37569236755371 Iteration: 75 || Clusters count: 13 || Log posterior: -257248.9451444578 || Iter Time:0.010655879974365234 || Total time:24.386348247528076 Iteration: 76 || Clusters count: 13 || Log posterior: -257249.3394376326 || Iter Time:0.010748147964477539 || Total time:24.397096395492554 Iteration: 77 || Clusters count: 13 || Log posterior: -257215.28956256673 || Iter Time:0.010380029678344727 || Total time:24.4074764251709 Iteration: 78 || Clusters count: 13 || Log posterior: -257220.7973084859 || Iter Time:0.010383129119873047 || Total time:24.41785955429077 Iteration: 79 || Clusters count: 13 || Log posterior: -257232.83111899704 || Iter Time:0.010082006454467773 || Total time:24.42794156074524 Iteration: 80 || Clusters count: 13 || Log posterior: -257213.86320603243 || Iter Time:0.010389089584350586 || Total time:24.43833065032959 Iteration: 81 || Clusters count: 13 || Log posterior: -257205.33079907784 || Iter Time:0.010773181915283203 || Total time:24.449103832244873 Iteration: 82 || Clusters count: 13 || Log posterior: -257215.78223537884 || Iter Time:0.010631084442138672 || Total time:24.45973491668701 Iteration: 83 || Clusters count: 13 || Log posterior: -257173.121615005 || Iter Time:0.01010894775390625 || Total time:24.469843864440918 Loading and distributing data: 0.000808 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 13 || Log posterior: -256985.05176131066 || Iter Time:0.010859966278076172 || Total time:24.480703830718994 Iteration: 85 || Clusters count: 13 || Log posterior: -256936.4838854066 || Iter Time:0.026539087295532227 || Total time:24.507242918014526 Iteration: 86 || Clusters count: 15 || Log posterior: -256307.46035557592 || Iter Time:0.014016866683959961 || Total time:24.521259784698486 Iteration: 87 || Clusters count: 15 || Log posterior: -256236.38768598597 || Iter Time:0.01234292984008789 || Total time:24.533602714538574 Iteration: 88 || Clusters count: 18 || Log posterior: -254728.0037708613 || Iter Time:0.015676021575927734 || Total time:24.549278736114502 Iteration: 89 || Clusters count: 18 || Log posterior: -254592.92760974218 || Iter Time:0.013592004776000977 || Total time:24.562870740890503 Iteration: 90 || Clusters count: 18 || Log posterior: -254578.13247053445 || Iter Time:0.013662099838256836 || Total time:24.57653284072876 Iteration: 91 || Clusters count: 18 || Log posterior: -254580.5789626599 || Iter Time:0.013396024703979492 || Total time:24.58992886543274 Iteration: 92 || Clusters count: 18 || Log posterior: -254580.3828561316 || Iter Time:0.01835799217224121 || Total time:24.60828685760498 Iteration: 93 || Clusters count: 18 || Log posterior: -254570.78282352976 || Iter Time:0.013885021209716797 || Total time:24.622171878814697 Iteration: 94 || Clusters count: 18 || Log posterior: -254575.33750914922 || Iter Time:0.013606071472167969 || Total time:24.635777950286865 Iteration: 95 || Clusters count: 18 || Log posterior: -254579.07900950513 || Iter Time:0.01365804672241211 || Total time:24.649435997009277 Iteration: 96 || Clusters count: 18 || Log posterior: -254571.12135623686 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Time:0.02318716049194336 || Total time:24.786341905593872 Iteration: 104 || Clusters count: 18 || Log posterior: -254568.4615181129 || Iter Time:0.02303791046142578 || Total time:24.809379816055298 Loading and distributing data: 0.000938 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 20 || Log posterior: -253585.0982753508 || Iter Time:0.028590917587280273 || Total time:24.837970733642578 Iteration: 106 || Clusters count: 20 || Log posterior: -253575.5320042086 || Iter Time:0.023566007614135742 || Total time:24.861536741256714 Iteration: 107 || Clusters count: 20 || Log posterior: -253561.47639669577 || Iter Time:0.02323603630065918 || Total time:24.884772777557373 Iteration: 108 || Clusters count: 20 || Log posterior: -253569.91750720792 || Iter Time:0.02614283561706543 || Total time:24.91091561317444 Iteration: 109 || Clusters count: 20 || Log posterior: -253556.86366497813 || Iter Time:0.022109031677246094 || Total time:24.933024644851685 Iteration: 110 || 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Log posterior: -253556.86366497813 || Iter Time:0.028359174728393555 || Total time:25.322129011154175 Iteration: 125 || Clusters count: 20 || Log posterior: -253556.86366497813 || Iter Time:0.029464006423950195 || Total time:25.351593017578125 Loading and distributing data: 0.000718 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -253791.67272566192 || Iter Time:0.027057170867919922 || Total time:25.378650188446045 Iteration: 127 || Clusters count: 20 || Log posterior: -253776.15360952675 || Iter Time:0.029684066772460938 || Total time:25.408334255218506 Iteration: 128 || Clusters count: 20 || Log posterior: -253771.99498018794 || Iter Time:0.0275571346282959 || Total time:25.4358913898468 Iteration: 129 || Clusters count: 20 || Log posterior: -253765.21376594345 || Iter Time:0.026419878005981445 || Total time:25.462311267852783 Iteration: 130 || Clusters count: 20 || Log posterior: -253771.96363548312 || Iter Time:0.03058600425720215 || 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time:25.89456844329834 Iteration: 145 || Clusters count: 20 || Log posterior: -253764.77707899403 || Iter Time:0.02673792839050293 || Total time:25.921306371688843 Iteration: 146 || Clusters count: 20 || Log posterior: -253764.77707899403 || Iter Time:0.024397850036621094 || Total time:25.945704221725464 Loading and distributing data: 0.000737 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -253927.23746593166 || Iter Time:0.026134014129638672 || Total time:25.971838235855103 Iteration: 148 || Clusters count: 20 || Log posterior: -253892.00343424556 || Iter Time:0.029733896255493164 || Total time:26.001572132110596 Iteration: 149 || Clusters count: 20 || Log posterior: -253888.29388782097 || Iter Time:0.02597498893737793 || Total time:26.027547121047974 Iteration: 150 || Clusters count: 20 || Log posterior: -253891.00565631062 || Iter Time:0.0288851261138916 || Total time:26.056432247161865 Iteration: 151 || Clusters count: 20 || Log posterior: -253890.71294532428 || Iter Time:0.025979995727539062 || Total time:26.082412242889404 Iteration: 152 || Clusters count: 20 || Log posterior: -253890.77196853925 || Iter Time:0.025291919708251953 || Total time:26.107704162597656 Iteration: 153 || Clusters count: 20 || Log posterior: -253891.43892022717 || Iter Time:0.030779123306274414 || Total time:26.13848328590393 Iteration: 154 || Clusters count: 20 || Log posterior: -253891.19519262575 || Iter Time:0.027626991271972656 || Total time:26.166110277175903 Iteration: 155 || Clusters count: 20 || Log posterior: -253891.32143315673 || Iter Time:0.02745795249938965 || Total time:26.193568229675293 Iteration: 156 || Clusters count: 20 || Log posterior: -253890.84062584935 || Iter Time:0.030992984771728516 || Total time:26.22456121444702 Iteration: 157 || Clusters count: 20 || Log posterior: -253892.46685700494 || Iter Time:0.027055025100708008 || Total time:26.25161623954773 Iteration: 158 || Clusters count: 20 || Log posterior: 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-253890.5338330045 || Iter Time:0.027343034744262695 || Total time:26.4716854095459 Iteration: 166 || Clusters count: 20 || Log posterior: -253887.82206451485 || Iter Time:0.030817031860351562 || Total time:26.50250244140625 Iteration: 167 || Clusters count: 20 || Log posterior: -253887.82206451485 || Iter Time:0.02531909942626953 || Total time:26.52782154083252 Loading and distributing data: 0.000791 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -253962.91879008722 || Iter Time:0.02911210060119629 || Total time:26.556933641433716 Iteration: 169 || Clusters count: 20 || Log posterior: -253871.1855462804 || Iter Time:0.02412891387939453 || Total time:26.58106255531311 Iteration: 170 || Clusters count: 20 || Log posterior: -253871.44363672732 || Iter Time:0.02279496192932129 || Total time:26.60385751724243 Iteration: 171 || Clusters count: 20 || Log posterior: -253866.08342286493 || Iter Time:0.026767969131469727 || Total 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time:26.8037588596344 Iteration: 179 || Clusters count: 20 || Log posterior: -253868.8150955889 || Iter Time:0.02681112289428711 || Total time:26.830569982528687 Iteration: 180 || Clusters count: 20 || Log posterior: -253865.70251677462 || Iter Time:0.023786067962646484 || Total time:26.854356050491333 Iteration: 181 || Clusters count: 20 || Log posterior: -253867.57889488366 || Iter Time:0.02337503433227539 || Total time:26.87773108482361 Iteration: 182 || Clusters count: 20 || Log posterior: -253867.57889488366 || Iter Time:0.027001142501831055 || Total time:26.90473222732544 Iteration: 183 || Clusters count: 20 || Log posterior: -253870.9952357938 || Iter Time:0.026929855346679688 || Total time:26.93166208267212 Iteration: 184 || Clusters count: 20 || Log posterior: -253869.27199849882 || Iter Time:0.03075408935546875 || Total time:26.962416172027588 Iteration: 185 || Clusters count: 20 || Log posterior: -253871.17797808425 || Iter Time:0.027888059616088867 || Total time:26.990304231643677 Iteration: 186 || Clusters count: 20 || Log posterior: -253866.22636293573 || Iter Time:0.027842044830322266 || Total time:27.018146276474 Iteration: 187 || Clusters count: 20 || Log posterior: -253865.96827248886 || Iter Time:0.02984309196472168 || Total time:27.04798936843872 Iteration: 188 || Clusters count: 20 || Log posterior: -253865.96827248886 || Iter Time:0.025391101837158203 || Total time:27.07338047027588 Loading and distributing data: 0.000738 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -253823.07376549396 || Iter Time:0.030900001525878906 || Total time:27.104280471801758 Iteration: 190 || Clusters count: 20 || Log posterior: -253816.30461121807 || Iter Time:0.025511980056762695 || Total time:27.12979245185852 Iteration: 191 || Clusters count: 20 || Log posterior: -253814.04863284025 || Iter Time:0.02558302879333496 || Total time:27.155375480651855 Iteration: 192 || Clusters count: 20 || Log posterior: -253817.35633074722 || Iter Time:0.029211997985839844 || Total time:27.184587478637695 Iteration: 193 || Clusters count: 20 || Log posterior: -253823.22926830134 || Iter Time:0.02566695213317871 || Total time:27.210254430770874 Iteration: 194 || Clusters count: 20 || Log posterior: -253816.06510585942 || Iter Time:0.029265165328979492 || Total time:27.239519596099854 Iteration: 195 || Clusters count: 20 || Log posterior: -253817.61663084422 || Iter Time:0.0260469913482666 || Total time:27.26556658744812 Iteration: 196 || Clusters count: 20 || Log posterior: -253814.04404002815 || Iter Time:0.025384902954101562 || Total time:27.29095149040222 Iteration: 197 || Clusters count: 20 || Log posterior: -253814.04863284025 || Iter Time:0.02943110466003418 || Total time:27.320382595062256 Iteration: 198 || Clusters count: 20 || Log posterior: -253814.04863284025 || Iter Time:0.02849411964416504 || Total time:27.34887671470642 Iteration: 199 || Clusters count: 20 || Log posterior: -253824.67490465575 || Iter Time:0.02601790428161621 || Total time:27.374894618988037 Iteration: 200 || Clusters count: 20 || Log posterior: -253817.85832389153 || Iter Time:0.029696941375732422 || Total time:27.40459156036377 Iteration: 201 || Clusters count: 20 || Log posterior: -253821.1139246018 || Iter Time:0.02556610107421875 || Total time:27.43015766143799 Iteration: 202 || Clusters count: 20 || Log posterior: -253814.04863284025 || Iter Time:0.030153989791870117 || Total time:27.46031165122986 Iteration: 203 || Clusters count: 20 || Log posterior: -253814.04863284025 || Iter Time:0.026185989379882812 || Total time:27.48649764060974 Iteration: 204 || Clusters count: 20 || Log posterior: -253814.04404002815 || Iter Time:0.026739835739135742 || Total time:27.513237476348877 Iteration: 205 || Clusters count: 20 || Log posterior: -253815.70297826236 || Iter Time:0.03032088279724121 || Total time:27.543558359146118 Iteration: 206 || Clusters count: 20 || Log posterior: -253815.70297826236 || Iter Time:0.02717304229736328 || Total time:27.57073140144348 Iteration: 207 || Clusters count: 20 || Log posterior: -253814.04863284025 || Iter Time:0.030984878540039062 || Total time:27.60171627998352 Iteration: 208 || Clusters count: 20 || Log posterior: -253816.30461121807 || Iter Time:0.02680802345275879 || Total time:27.62852430343628 Iteration: 209 || Clusters count: 20 || Log posterior: -253814.04863284025 || Iter Time:0.025165796279907227 || Total time:27.653690099716187 NMI: 0.8165253949555031 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m28.8s [14747, 3151, 43716, 14092, 8266, 123040, 38807, 51547, 60998, 68282, 19463, 122958, 2851, 33575, 140514, 28903, 43370, 35660, 100533, 45527] Loading and distributing data: 0.000292 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6977.897128489663 || Iter Time:4.969778060913086 || Total time:4.969778060913086 Iteration: 1 || Clusters count: 1 || Log posterior: -6977.897128489663 || Iter Time:0.003248929977416992 || Total time:4.973026990890503 Iteration: 2 || Clusters count: 1 || Log posterior: -6977.897128489663 || Iter Time:0.002496004104614258 || Total time:4.975522994995117 Iteration: 3 || Clusters count: 1 || Log posterior: -6977.897128489663 || Iter Time:0.0022389888763427734 || Total time:4.97776198387146 Iteration: 4 || Clusters count: 1 || Log posterior: -6977.897128489663 || Iter Time:0.0020999908447265625 || Total time:4.9798619747161865 Iteration: 5 || Clusters count: 1 || Log posterior: -6977.897128489663 || Iter Time:0.0020799636840820312 || Total time:4.9819419384002686 Iteration: 6 || Clusters count: 1 || Log posterior: -6977.897128489663 || Iter Time:0.0019240379333496094 || Total time:4.983865976333618 Iteration: 7 || Clusters count: 1 || Log posterior: -6977.897128489663 || Iter Time:0.0018279552459716797 || Total time:4.98569393157959 Iteration: 8 || Clusters count: 2 || Log posterior: -6821.651729102081 || Iter Time:0.15277695655822754 || Total time:5.138470888137817 Iteration: 9 || Clusters count: 2 || Log posterior: -6822.813021107899 || Iter Time:0.002841949462890625 || Total time:5.141312837600708 Iteration: 10 || Clusters count: 2 || Log posterior: -6810.154082600932 || Iter Time:0.002686023712158203 || Total time:5.143998861312866 Iteration: 11 || Clusters count: 2 || Log posterior: -6801.911971501999 || Iter Time:0.0025501251220703125 || Total time:5.1465489864349365 Iteration: 12 || Clusters count: 2 || Log posterior: -6793.731452042614 || Iter Time:0.002579927444458008 || Total time:5.1491289138793945 Iteration: 13 || Clusters count: 2 || Log posterior: -6808.707890585586 || Iter Time:0.0026481151580810547 || Total time:5.151777029037476 Iteration: 14 || Clusters count: 2 || Log posterior: -6807.73945462067 || Iter Time:0.002635955810546875 || Total time:5.1544129848480225 Iteration: 15 || Clusters count: 2 || Log posterior: -6791.511016619714 || Iter Time:0.0026209354400634766 || Total time:5.157033920288086 Iteration: 16 || Clusters count: 2 || Log posterior: -6802.58010298351 || Iter Time:0.002722024917602539 || Total time:5.1597559452056885 Iteration: 17 || Clusters count: 2 || Log posterior: -6811.018164452254 || Iter Time:0.0026400089263916016 || Total time:5.16239595413208 Iteration: 18 || Clusters count: 4 || Log posterior: -6379.413472542665 || Iter Time:0.0074291229248046875 || Total time:5.169825077056885 Iteration: 19 || Clusters count: 4 || Log posterior: -6246.649465191462 || Iter Time:0.0036628246307373047 || Total time:5.173487901687622 Iteration: 20 || Clusters count: 4 || Log posterior: -6208.514692335901 || Iter Time:0.003504037857055664 || Total time:5.176991939544678 Iteration: 21 || Clusters count: 4 || Log posterior: -6195.350923679016 || Iter Time:0.003390073776245117 || Total time:5.180382013320923 Iteration: 22 || Clusters count: 4 || Log posterior: -6193.144690987214 || Iter Time:0.0032911300659179688 || Total time:5.183673143386841 Iteration: 23 || Clusters count: 4 || Log posterior: -6188.082804853007 || Iter Time:0.003365039825439453 || Total time:5.18703818321228 Iteration: 24 || Clusters count: 4 || Log posterior: -6185.074702711424 || Iter Time:0.003262042999267578 || Total time:5.190300226211548 Iteration: 25 || Clusters count: 4 || Log posterior: -6179.428628260867 || Iter Time:0.003178834915161133 || Total time:5.193479061126709 Iteration: 26 || Clusters count: 4 || Log posterior: -6166.890932011608 || Iter Time:0.0032608509063720703 || Total time:5.196739912033081 Iteration: 27 || Clusters count: 4 || Log posterior: -6151.663051484298 || Iter Time:0.0031828880310058594 || Total time:5.199922800064087 Iteration: 28 || Clusters count: 5 || Log posterior: -5871.241227104616 || Iter Time:0.005934953689575195 || Total time:5.205857753753662 Iteration: 29 || Clusters count: 5 || Log posterior: -5818.539765750009 || Iter Time:0.0037720203399658203 || Total time:5.209629774093628 Iteration: 30 || Clusters count: 5 || Log posterior: -5813.018616020738 || Iter Time:1.084704875946045 || Total time:6.294334650039673 true [4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 4, 4, 4, 4, 4, 4, 4, 4, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3] [4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 4, 4, 4, 4, 4, 4, 4, 4, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3] Loading and distributing data: 0.000255 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 5 || Log posterior: -5641.846850307771 || Iter Time:0.03255105018615723 || Total time:6.32688570022583 Iteration: 32 || Clusters count: 5 || Log posterior: -5632.630034973246 || Iter Time:0.0065119266510009766 || Total time:6.333397626876831 Loading and distributing data: 0.000148 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 5 || Log posterior: -4734.005694746487 || Iter Time:0.004477977752685547 || Total time:6.337875604629517 Iteration: 34 || Clusters count: 5 || Log posterior: -4728.692537797773 || Iter Time:0.006308078765869141 || Total time:6.344183683395386 Loading and distributing data: 0.000147 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 5 || Log posterior: -4434.719304268063 || Iter Time:0.004665851593017578 || Total time:6.348849534988403 Iteration: 36 || Clusters count: 5 || Log posterior: -4430.510455311869 || Iter Time:0.006118059158325195 || Total time:6.3549675941467285 Loading and distributing data: 0.000130 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 5 || Log posterior: 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|| Log posterior: -3510.552264927784 || Iter Time:0.013580083847045898 || Total time:8.628600120544434 Iteration: 200 || Clusters count: 13 || Log posterior: -3499.682326338618 || Iter Time:0.017390012741088867 || Total time:8.645990133285522 Loading and distributing data: 0.000128 seconds (128 allocations: 13.180 KiB) Iteration: 201 || Clusters count: 13 || Log posterior: -3485.818631646241 || Iter Time:0.01570892333984375 || Total time:8.661699056625366 Iteration: 202 || Clusters count: 13 || Log posterior: -3469.739885815605 || Iter Time:0.02134394645690918 || Total time:8.683043003082275 Loading and distributing data: 0.000147 seconds (128 allocations: 13.180 KiB) Iteration: 203 || Clusters count: 14 || Log posterior: -3505.0732488468902 || Iter Time:0.016877174377441406 || Total time:8.699920177459717 Iteration: 204 || Clusters count: 13 || Log posterior: -3487.495317112921 || Iter Time:0.019949913024902344 || Total time:8.71987009048462 Loading and distributing data: 0.000136 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Iteration: 227 || Clusters count: 12 || Log posterior: -3486.280218702762 || Iter Time:0.012079954147338867 || Total time:9.112426996231079 Iteration: 228 || Clusters count: 12 || Log posterior: -3469.606816207909 || Iter Time:0.015937089920043945 || Total time:9.128364086151123 Loading and distributing data: 0.000142 seconds (128 allocations: 13.180 KiB) Iteration: 229 || Clusters count: 12 || Log posterior: -3451.6223850653187 || Iter Time:0.012301921844482422 || Total time:9.140666007995605 Iteration: 230 || Clusters count: 12 || Log posterior: -3446.6361630782912 || Iter Time:0.016154050827026367 || Total time:9.156820058822632 Loading and distributing data: 0.000157 seconds (128 allocations: 13.180 KiB) Iteration: 231 || Clusters count: 12 || Log posterior: -3503.5570297671834 || Iter Time:0.013846874237060547 || Total time:9.170666933059692 Iteration: 232 || Clusters count: 12 || Log posterior: -3488.209899837168 || Iter Time:0.01599407196044922 || Total time:9.186661005020142 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Iteration: 299 || Clusters count: 13 || Log posterior: -3462.7381931965124 || Iter Time:0.01467585563659668 || Total time:10.347627639770508 Iteration: 300 || Clusters count: 13 || Log posterior: -3450.3518317592807 || Iter Time:0.019923925399780273 || Total time:10.367551565170288 Loading and distributing data: 0.000147 seconds (128 allocations: 13.180 KiB) Iteration: 301 || Clusters count: 13 || Log posterior: -3453.2632246275653 || Iter Time:0.018590927124023438 || Total time:10.386142492294312 Iteration: 302 || Clusters count: 13 || Log posterior: -3438.471032688129 || Iter Time:0.019661903381347656 || Total time:10.40580439567566 Loading and distributing data: 0.000157 seconds (128 allocations: 13.180 KiB) Iteration: 303 || Clusters count: 14 || Log posterior: -3474.867968279239 || Iter Time:0.01603984832763672 || Total time:10.421844244003296 Iteration: 304 || Clusters count: 14 || Log posterior: -3461.104440628682 || Iter Time:0.018453121185302734 || Total 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Iteration: 365 || Clusters count: 13 || Log posterior: -3503.1139910203974 || Iter Time:0.014206886291503906 || Total time:11.481062412261963 Iteration: 366 || Clusters count: 13 || Log posterior: -3493.700769682138 || Iter Time:0.017520904541015625 || Total time:11.498583316802979 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 367 || Clusters count: 13 || Log posterior: -3490.4719005886373 || Iter Time:0.014056921005249023 || Total time:11.512640237808228 Iteration: 368 || Clusters count: 13 || Log posterior: -3481.218639351176 || Iter Time:0.01775383949279785 || Total time:11.530394077301025 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 369 || Clusters count: 13 || Log posterior: -3488.8141829988317 || Iter Time:0.014904022216796875 || Total time:11.545298099517822 Iteration: 370 || Clusters count: 13 || Log posterior: -3471.742998794519 || Iter Time:0.019098997116088867 || Total 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Iteration: 387 || Clusters count: 14 || Log posterior: -3567.7307570692806 || Iter Time:0.0153350830078125 || Total time:11.856017112731934 Iteration: 388 || Clusters count: 13 || Log posterior: -3561.5846502731565 || Iter Time:0.017975807189941406 || Total time:11.873992919921875 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 389 || Clusters count: 13 || Log posterior: -3542.1535125267583 || Iter Time:0.013380050659179688 || Total time:11.887372970581055 Iteration: 390 || Clusters count: 13 || Log posterior: -3523.181601294867 || Iter Time:0.017454862594604492 || Total time:11.90482783317566 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 391 || Clusters count: 13 || Log posterior: -3505.951406298031 || Iter Time:0.01384592056274414 || Total time:11.918673753738403 Iteration: 392 || Clusters count: 13 || Log posterior: -3492.2172252382657 || Iter Time:0.017596006393432617 || Total 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Iteration: 519 || Clusters count: 12 || Log posterior: -3548.307375966611 || Iter Time:0.016836166381835938 || Total time:13.997654676437378 Iteration: 520 || Clusters count: 12 || Log posterior: -3533.147271659074 || Iter Time:0.01709604263305664 || Total time:14.014750719070435 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 521 || Clusters count: 13 || Log posterior: -3546.5870230238825 || Iter Time:0.014178037643432617 || Total time:14.028928756713867 Iteration: 522 || Clusters count: 12 || Log posterior: -3520.4600647615334 || Iter Time:0.01765584945678711 || Total time:14.046584606170654 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 523 || Clusters count: 12 || Log posterior: -3496.6130112125943 || Iter Time:0.013354063034057617 || Total time:14.059938669204712 Iteration: 524 || Clusters count: 12 || Log posterior: -3491.80776049053 || Iter Time:0.016700029373168945 || Total time:14.07663869857788 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Iteration: 630 || Clusters count: 13 || Log posterior: -3490.6445747885855 || Iter Time:0.0182039737701416 || Total time:15.856575727462769 Loading and distributing data: 0.000163 seconds (129 allocations: 13.195 KiB) Iteration: 631 || Clusters count: 14 || Log posterior: -3515.907850364558 || Iter Time:0.015360116958618164 || Total time:15.871935844421387 Iteration: 632 || Clusters count: 13 || Log posterior: -3492.257999396497 || Iter Time:0.018416881561279297 || Total time:15.890352725982666 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 633 || Clusters count: 13 || Log posterior: -3504.357399192637 || Iter Time:0.01475977897644043 || Total time:15.905112504959106 Iteration: 634 || Clusters count: 13 || Log posterior: -3482.884666140827 || Iter Time:0.01848912239074707 || Total time:15.923601627349854 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 635 || Clusters count: 13 || Log posterior: 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Iteration: 663 || Clusters count: 12 || Log posterior: -3521.027036019187 || Iter Time:0.012931108474731445 || Total time:16.389137506484985 Iteration: 664 || Clusters count: 12 || Log posterior: -3521.027036019187 || Iter Time:0.016077041625976562 || Total time:16.405214548110962 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 665 || Clusters count: 12 || Log posterior: -3477.7502833822587 || Iter Time:0.012748956680297852 || Total time:16.41796350479126 Iteration: 666 || Clusters count: 12 || Log posterior: -3463.7576274564285 || Iter Time:0.016762971878051758 || Total time:16.43472647666931 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 667 || Clusters count: 12 || Log posterior: -3438.935807389767 || Iter Time:0.013030052185058594 || Total time:16.44775652885437 Iteration: 668 || Clusters count: 12 || Log posterior: -3424.706622377012 || Iter Time:0.016474008560180664 || Total time:16.46423053741455 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Iteration: 735 || Clusters count: 13 || Log posterior: -3533.095383944278 || Iter Time:0.016049861907958984 || Total time:17.55728268623352 Iteration: 736 || Clusters count: 12 || Log posterior: -3497.302609406335 || Iter Time:0.03444194793701172 || Total time:17.591724634170532 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 737 || Clusters count: 12 || Log posterior: -3490.1451754690697 || Iter Time:0.01289510726928711 || Total time:17.60461974143982 Iteration: 738 || Clusters count: 12 || Log posterior: -3470.5214681371585 || Iter Time:0.016381025314331055 || Total time:17.62100076675415 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 739 || Clusters count: 12 || Log posterior: -3498.903346389708 || Iter Time:0.013626813888549805 || Total time:17.6346275806427 Iteration: 740 || Clusters count: 12 || Log posterior: -3468.7790702566213 || Iter Time:0.016383886337280273 || Total time:17.65101146697998 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Iteration: 807 || Clusters count: 13 || Log posterior: -3518.6824816977746 || Iter Time:0.015050888061523438 || Total time:18.768041133880615 Iteration: 808 || Clusters count: 13 || Log posterior: -3505.5547436926768 || Iter Time:0.018640995025634766 || Total time:18.78668212890625 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 809 || Clusters count: 14 || Log posterior: -3520.9387025333094 || Iter Time:0.014848947525024414 || Total time:18.801531076431274 Iteration: 810 || Clusters count: 14 || Log posterior: -3510.1100496576723 || Iter Time:0.018393993377685547 || Total time:18.81992506980896 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 811 || Clusters count: 14 || Log posterior: -3521.987651807535 || Iter Time:0.014042854309082031 || Total time:18.833967924118042 Iteration: 812 || Clusters count: 14 || Log posterior: -3511.2409075449586 || Iter Time:0.018833160400390625 || Total 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Iteration: 829 || Clusters count: 13 || Log posterior: -3503.5101733769748 || Iter Time:0.014174938201904297 || Total time:19.166973114013672 Iteration: 830 || Clusters count: 13 || Log posterior: -3486.8182016805667 || Iter Time:0.017776012420654297 || Total time:19.184749126434326 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 831 || Clusters count: 13 || Log posterior: -3490.525708108515 || Iter Time:0.01604294776916504 || Total time:19.20079207420349 Iteration: 832 || Clusters count: 13 || Log posterior: -3484.611461874032 || Iter Time:0.018496990203857422 || Total time:19.21928906440735 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 833 || Clusters count: 13 || Log posterior: -3496.1748628822975 || Iter Time:0.015087127685546875 || Total time:19.234376192092896 Iteration: 834 || Clusters count: 13 || Log posterior: -3478.224562383531 || Iter Time:0.017184019088745117 || Total time:19.25156021118164 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-3498.6967297584715 || Iter Time:0.017605066299438477 || Total time:19.346734285354614 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 841 || Clusters count: 13 || Log posterior: -3495.0031171325145 || Iter Time:0.013726949691772461 || Total time:19.360461235046387 Iteration: 842 || Clusters count: 13 || Log posterior: -3487.279545579443 || Iter Time:0.017499923706054688 || Total time:19.37796115875244 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 843 || Clusters count: 14 || Log posterior: -3509.77784493582 || Iter Time:0.015151023864746094 || Total time:19.393112182617188 Iteration: 844 || Clusters count: 13 || Log posterior: -3494.281529722316 || Iter Time:0.018104076385498047 || Total time:19.411216259002686 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 845 || Clusters count: 13 || Log posterior: -3482.6366594099436 || Iter Time:0.014949798583984375 || 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Iteration: 901 || Clusters count: 15 || Log posterior: -3568.4207051823437 || Iter Time:0.014821052551269531 || Total time:20.37519598007202 Iteration: 902 || Clusters count: 14 || Log posterior: -3541.991450017886 || Iter Time:0.01802802085876465 || Total time:20.393224000930786 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 903 || Clusters count: 14 || Log posterior: -3552.0732086052976 || Iter Time:0.01296687126159668 || Total time:20.406190872192383 Iteration: 904 || Clusters count: 14 || Log posterior: -3527.8029821670984 || Iter Time:0.01731085777282715 || Total time:20.42350172996521 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 905 || Clusters count: 13 || Log posterior: -3507.276772630848 || Iter Time:0.01299595832824707 || Total time:20.436497688293457 Iteration: 906 || Clusters count: 13 || Log posterior: -3494.29998818786 || Iter Time:0.01620197296142578 || Total time:20.452699661254883 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Iteration: 973 || Clusters count: 13 || Log posterior: -3470.3700101532536 || Iter Time:0.013018131256103516 || Total time:21.471755504608154 Iteration: 974 || Clusters count: 13 || Log posterior: -3452.965310470026 || Iter Time:0.016698122024536133 || Total time:21.48845362663269 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 975 || Clusters count: 13 || Log posterior: -3495.2953688411308 || Iter Time:0.012876033782958984 || Total time:21.50132966041565 Iteration: 976 || Clusters count: 13 || Log posterior: -3456.4069792557734 || Iter Time:0.016458988189697266 || Total time:21.517788648605347 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 977 || Clusters count: 13 || Log posterior: -3558.408711662039 || Iter Time:0.013113975524902344 || Total time:21.53090262413025 Iteration: 978 || Clusters count: 13 || Log posterior: -3532.842893160577 || Iter Time:0.01667308807373047 || Total time:21.54757571220398 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|| Log posterior: -3463.272553895926 || Iter Time:0.01637887954711914 || Total time:21.856482982635498 Iteration: 996 || Clusters count: 15 || Log posterior: -3427.3146431840364 || Iter Time:0.020684003829956055 || Total time:21.877166986465454 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 997 || Clusters count: 15 || Log posterior: -3427.075623192597 || Iter Time:0.01661205291748047 || Total time:21.893779039382935 Iteration: 998 || Clusters count: 15 || Log posterior: -3408.4072793683877 || Iter Time:0.021146059036254883 || Total time:21.91492509841919 Loading and distributing data: 0.000158 seconds (129 allocations: 13.195 KiB) Iteration: 999 || Clusters count: 15 || Log posterior: -3429.4677862295 || Iter Time:0.01989603042602539 || Total time:21.934821128845215 Iteration: 1000 || Clusters count: 15 || Log posterior: -3412.6046764794496 || Iter Time:0.022739887237548828 || Total time:21.957561016082764 Loading and distributing data: 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Iteration: 1155 || Clusters count: 15 || Log posterior: -3438.0739971717817 || Iter Time:0.0185239315032959 || Total time:25.15159249305725 Iteration: 1156 || Clusters count: 15 || Log posterior: -3414.2151849934303 || Iter Time:0.02215719223022461 || Total time:25.173749685287476 Loading and distributing data: 0.000162 seconds (129 allocations: 13.195 KiB) Iteration: 1157 || Clusters count: 15 || Log posterior: -3410.8218963538684 || Iter Time:0.016850948333740234 || Total time:25.190600633621216 Iteration: 1158 || Clusters count: 15 || Log posterior: -3388.0925341684965 || Iter Time:0.020476818084716797 || Total time:25.211077451705933 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1159 || Clusters count: 15 || Log posterior: -3424.4819599857483 || Iter Time:0.01671600341796875 || Total time:25.2277934551239 Iteration: 1160 || Clusters count: 15 || Log posterior: -3412.6619140685016 || Iter Time:0.0220339298248291 || Total 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Iteration: 1199 || Clusters count: 14 || Log posterior: -3449.0808788432428 || Iter Time:0.015180826187133789 || Total time:26.025558948516846 Iteration: 1200 || Clusters count: 14 || Log posterior: -3431.0992678478283 || Iter Time:0.01921987533569336 || Total time:26.04477882385254 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1201 || Clusters count: 14 || Log posterior: -3407.9127900357616 || Iter Time:0.016803979873657227 || Total time:26.061582803726196 Iteration: 1202 || Clusters count: 14 || Log posterior: -3384.8817528765776 || Iter Time:0.02224111557006836 || Total time:26.083823919296265 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1203 || Clusters count: 14 || Log posterior: -3429.4835102667216 || Iter Time:0.015424013137817383 || Total time:26.099247932434082 Iteration: 1204 || Clusters count: 14 || Log posterior: -3408.8882235151427 || Iter Time:0.01897406578063965 || Total 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Iteration: 1221 || Clusters count: 14 || Log posterior: -3458.861558189732 || Iter Time:0.01649618148803711 || Total time:26.43898367881775 Iteration: 1222 || Clusters count: 14 || Log posterior: -3431.1216284273623 || Iter Time:0.0206148624420166 || Total time:26.459598541259766 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1223 || Clusters count: 14 || Log posterior: -3448.1663856458613 || Iter Time:0.016974925994873047 || Total time:26.47657346725464 Iteration: 1224 || Clusters count: 14 || Log posterior: -3427.3736240945577 || Iter Time:0.019805908203125 || Total time:26.496379375457764 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1225 || Clusters count: 14 || Log posterior: -3452.5932645830053 || Iter Time:0.016397953033447266 || Total time:26.51277732849121 Iteration: 1226 || Clusters count: 14 || Log posterior: -3434.885757539403 || Iter Time:0.01962900161743164 || Total 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Iteration: 1243 || Clusters count: 15 || Log posterior: -3472.251067471395 || Iter Time:0.016206026077270508 || Total time:26.83699631690979 Iteration: 1244 || Clusters count: 15 || Log posterior: -3450.5934866346392 || Iter Time:0.020601987838745117 || Total time:26.857598304748535 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1245 || Clusters count: 15 || Log posterior: -3432.489478183547 || Iter Time:0.016332149505615234 || Total time:26.87393045425415 Iteration: 1246 || Clusters count: 15 || Log posterior: -3416.532790916624 || Iter Time:0.0390629768371582 || Total time:26.91299343109131 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1247 || Clusters count: 16 || Log posterior: -3428.7970771985856 || Iter Time:0.01779007911682129 || Total time:26.93078351020813 Iteration: 1248 || Clusters count: 15 || Log posterior: -3402.687158154212 || Iter Time:0.020524978637695312 || Total 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KiB) Iteration: 1265 || Clusters count: 15 || Log posterior: -3449.4959911651194 || Iter Time:0.015827178955078125 || Total time:27.255765438079834 Iteration: 1266 || Clusters count: 15 || Log posterior: -3411.850473124474 || Iter Time:0.019894123077392578 || Total time:27.275659561157227 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1267 || Clusters count: 15 || Log posterior: -3440.3552634230546 || Iter Time:0.016136884689331055 || Total time:27.291796445846558 Iteration: 1268 || Clusters count: 15 || Log posterior: -3412.8918750295243 || Iter Time:0.019471168518066406 || Total time:27.311267614364624 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1269 || Clusters count: 15 || Log posterior: -3482.610533770632 || Iter Time:0.016685009002685547 || Total time:27.32795262336731 Iteration: 1270 || Clusters count: 15 || Log posterior: -3463.3105132968303 || Iter Time:0.02184295654296875 || Total 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Iteration: 1287 || Clusters count: 16 || Log posterior: -3454.8130163528085 || Iter Time:0.016710996627807617 || Total time:27.67440414428711 Iteration: 1288 || Clusters count: 15 || Log posterior: -3419.2294626540543 || Iter Time:0.02047586441040039 || Total time:27.69488000869751 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1289 || Clusters count: 15 || Log posterior: -3488.5199919507786 || Iter Time:0.0157470703125 || Total time:27.71062707901001 Iteration: 1290 || Clusters count: 15 || Log posterior: -3455.970444593888 || Iter Time:0.01974201202392578 || Total time:27.730369091033936 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1291 || Clusters count: 15 || Log posterior: -3460.5404328772347 || Iter Time:0.015676021575927734 || Total time:27.746045112609863 Iteration: 1292 || Clusters count: 15 || Log posterior: -3438.236010134619 || Iter Time:0.02032017707824707 || Total time:27.76636528968811 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-3434.539107525733 || Iter Time:0.022574901580810547 || Total time:27.882676362991333 Loading and distributing data: 0.000161 seconds (129 allocations: 13.195 KiB) Iteration: 1299 || Clusters count: 15 || Log posterior: -3458.6124864205217 || Iter Time:0.03734397888183594 || Total time:27.92002034187317 Iteration: 1300 || Clusters count: 15 || Log posterior: -3435.9678169455583 || Iter Time:0.02268695831298828 || Total time:27.942707300186157 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1301 || Clusters count: 15 || Log posterior: -3450.733771397629 || Iter Time:0.01931595802307129 || Total time:27.96202325820923 Iteration: 1302 || Clusters count: 15 || Log posterior: -3421.2748250458853 || Iter Time:0.02238011360168457 || Total time:27.984403371810913 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1303 || Clusters count: 15 || Log posterior: -3468.4718100160917 || Iter Time:0.01830291748046875 || 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-3424.347784012245 || Iter Time:0.020473957061767578 || Total time:28.325957536697388 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1321 || Clusters count: 14 || Log posterior: -3464.1820250335745 || Iter Time:0.01606297492980957 || Total time:28.342020511627197 Iteration: 1322 || Clusters count: 14 || Log posterior: -3451.168684043483 || Iter Time:0.020147085189819336 || Total time:28.362167596817017 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1323 || Clusters count: 14 || Log posterior: -3439.4359734517966 || Iter Time:0.015926837921142578 || Total time:28.37809443473816 Iteration: 1324 || Clusters count: 14 || Log posterior: -3433.2335059355146 || Iter Time:0.019884109497070312 || Total time:28.39797854423523 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1325 || Clusters count: 14 || Log posterior: -3491.73255159324 || Iter Time:0.016264915466308594 || 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Clusters count: 14 || Log posterior: -3475.2571828153973 || Iter Time:0.01715993881225586 || Total time:28.545649766921997 Iteration: 1332 || Clusters count: 14 || Log posterior: -3461.384921891279 || Iter Time:0.021419048309326172 || Total time:28.567068815231323 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1333 || Clusters count: 15 || Log posterior: -3463.149349576712 || Iter Time:0.018830060958862305 || Total time:28.585898876190186 Iteration: 1334 || Clusters count: 15 || Log posterior: -3451.259584582936 || Iter Time:0.021132946014404297 || Total time:28.60703182220459 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1335 || Clusters count: 15 || Log posterior: -3449.678853799975 || Iter Time:0.016399145126342773 || Total time:28.623430967330933 Iteration: 1336 || Clusters count: 15 || Log posterior: -3426.006548860404 || Iter Time:0.020685911178588867 || Total time:28.64411687850952 Loading and 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-3488.3439350641274 || Iter Time:0.020908117294311523 || Total time:28.756898164749146 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1343 || Clusters count: 15 || Log posterior: -3512.389251005453 || Iter Time:0.01977086067199707 || Total time:28.776669025421143 Iteration: 1344 || Clusters count: 15 || Log posterior: -3499.3154532514636 || Iter Time:0.022274017333984375 || Total time:28.798943042755127 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1345 || Clusters count: 15 || Log posterior: -3432.7569030419545 || Iter Time:0.01740884780883789 || Total time:28.816351890563965 Iteration: 1346 || Clusters count: 15 || Log posterior: -3410.2744583671565 || Iter Time:0.021877050399780273 || Total time:28.838228940963745 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1347 || Clusters count: 16 || Log posterior: -3397.6520572803374 || Iter Time:0.018752098083496094 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Clusters count: 16 || Log posterior: -3465.3912209687282 || Iter Time:0.019134044647216797 || Total time:28.97440195083618 Iteration: 1354 || Clusters count: 15 || Log posterior: -3440.688846723667 || Iter Time:0.04086899757385254 || Total time:29.015270948410034 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1355 || Clusters count: 15 || Log posterior: -3517.2576531721434 || Iter Time:0.0177001953125 || Total time:29.032971143722534 Iteration: 1356 || Clusters count: 15 || Log posterior: -3480.3038950102987 || Iter Time:0.021183013916015625 || Total time:29.05415415763855 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1357 || Clusters count: 15 || Log posterior: -3511.5118581332945 || Iter Time:0.01695990562438965 || Total time:29.07111406326294 Iteration: 1358 || Clusters count: 15 || Log posterior: -3465.5416389666366 || Iter Time:0.021092891693115234 || Total time:29.092206954956055 Loading and 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-3446.56069450406 || Iter Time:0.02249908447265625 || Total time:29.211857557296753 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1365 || Clusters count: 16 || Log posterior: -3457.975383883561 || Iter Time:0.01886296272277832 || Total time:29.23072052001953 Iteration: 1366 || Clusters count: 15 || Log posterior: -3437.699628943686 || Iter Time:0.02224898338317871 || Total time:29.25296950340271 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1367 || Clusters count: 15 || Log posterior: -3418.7976238266338 || Iter Time:0.01735091209411621 || Total time:29.270320415496826 Iteration: 1368 || Clusters count: 15 || Log posterior: -3399.1337370883343 || Iter Time:0.021342039108276367 || Total time:29.291662454605103 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1369 || Clusters count: 15 || Log posterior: -3458.4290357768473 || Iter Time:0.016403913497924805 || 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-3482.7423578765724 || Iter Time:0.021464109420776367 || Total time:29.670130252838135 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1387 || Clusters count: 15 || Log posterior: -3469.823755371147 || Iter Time:0.016505002975463867 || Total time:29.6866352558136 Iteration: 1388 || Clusters count: 15 || Log posterior: -3445.028979475374 || Iter Time:0.02077198028564453 || Total time:29.707407236099243 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1389 || Clusters count: 15 || Log posterior: -3463.257698869945 || Iter Time:0.01658487319946289 || Total time:29.723992109298706 Iteration: 1390 || Clusters count: 15 || Log posterior: -3437.6880624087544 || Iter Time:0.021018028259277344 || Total time:29.745010137557983 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1391 || Clusters count: 15 || Log posterior: -3438.5505491015797 || Iter Time:0.016923904418945312 || 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-3384.6418093537914 || Iter Time:0.03992295265197754 || Total time:30.11387062072754 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1409 || Clusters count: 16 || Log posterior: -3392.654662308152 || Iter Time:0.0173189640045166 || Total time:30.131189584732056 Iteration: 1410 || Clusters count: 15 || Log posterior: -3372.248395795719 || Iter Time:0.021692991256713867 || Total time:30.15288257598877 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1411 || Clusters count: 15 || Log posterior: -3431.063742155912 || Iter Time:0.01692485809326172 || Total time:30.16980743408203 Iteration: 1412 || Clusters count: 15 || Log posterior: -3405.9463818670797 || Iter Time:0.021751880645751953 || Total time:30.191559314727783 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1413 || Clusters count: 15 || Log posterior: -3391.4146985569546 || Iter Time:0.015280008316040039 || 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-3454.842564676201 || Iter Time:0.02319502830505371 || Total time:30.52795672416687 Loading and distributing data: 0.000160 seconds (129 allocations: 13.195 KiB) Iteration: 1431 || Clusters count: 15 || Log posterior: -3462.471751794375 || Iter Time:0.017836809158325195 || Total time:30.545793533325195 Iteration: 1432 || Clusters count: 15 || Log posterior: -3432.942235861383 || Iter Time:0.021832942962646484 || Total time:30.567626476287842 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1433 || Clusters count: 15 || Log posterior: -3403.3390625188954 || Iter Time:0.018254995346069336 || Total time:30.58588147163391 Iteration: 1434 || Clusters count: 15 || Log posterior: -3385.923285540509 || Iter Time:0.02242302894592285 || Total time:30.608304500579834 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1435 || Clusters count: 15 || Log posterior: -3427.427983815077 || Iter Time:0.016985177993774414 || 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-3415.4025456275062 || Iter Time:0.022266149520874023 || Total time:30.98094940185547 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1453 || Clusters count: 15 || Log posterior: -3469.5104740732436 || Iter Time:0.01807093620300293 || Total time:30.99902033805847 Iteration: 1454 || Clusters count: 15 || Log posterior: -3436.52188754677 || Iter Time:0.021942138671875 || Total time:31.020962476730347 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1455 || Clusters count: 16 || Log posterior: -3465.4084856372447 || Iter Time:0.018063068389892578 || Total time:31.03902554512024 Iteration: 1456 || Clusters count: 16 || Log posterior: -3433.851421174498 || Iter Time:0.022121906280517578 || Total time:31.061147451400757 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1457 || Clusters count: 15 || Log posterior: -3439.680432386571 || Iter Time:0.016876935958862305 || Total time:31.07802438735962 Iteration: 1458 || Clusters count: 15 || Log posterior: -3429.5383238163613 || Iter Time:0.0205838680267334 || Total time:31.098608255386353 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1459 || Clusters count: 15 || Log posterior: -3415.2125877418753 || Iter Time:0.015799999237060547 || Total time:31.114408254623413 Iteration: 1460 || Clusters count: 15 || Log posterior: -3403.5178390861042 || Iter Time:0.022290945053100586 || Total time:31.136699199676514 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1461 || Clusters count: 15 || Log posterior: -3435.876864925038 || Iter Time:0.019043922424316406 || Total time:31.15574312210083 Iteration: 1462 || Clusters count: 15 || Log posterior: -3418.103958463985 || Iter Time:0.020823001861572266 || Total time:31.176566123962402 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1463 || Clusters 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-3367.9182121835465 || Iter Time:0.020987987518310547 || Total time:31.425994157791138 Loading and distributing data: 0.000164 seconds (129 allocations: 13.195 KiB) Iteration: 1475 || Clusters count: 16 || Log posterior: -3492.299507234082 || Iter Time:0.018967866897583008 || Total time:31.44496202468872 Iteration: 1476 || Clusters count: 15 || Log posterior: -3447.5941849517812 || Iter Time:0.02285599708557129 || Total time:31.467818021774292 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1477 || Clusters count: 15 || Log posterior: -3468.959447682612 || Iter Time:0.01867198944091797 || Total time:31.48649001121521 Iteration: 1478 || Clusters count: 15 || Log posterior: -3461.9872087163403 || Iter Time:0.021082162857055664 || Total time:31.507572174072266 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1479 || Clusters count: 15 || Log posterior: -3478.486392536124 || Iter Time:0.015097856521606445 || 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Iteration: 1524 || Clusters count: 15 || Log posterior: -3404.80151681795 || Iter Time:0.021303892135620117 || Total time:32.450130462646484 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1525 || Clusters count: 15 || Log posterior: -3408.578020687871 || Iter Time:0.016641855239868164 || Total time:32.46677231788635 Iteration: 1526 || Clusters count: 15 || Log posterior: -3395.9100787212396 || Iter Time:0.021144866943359375 || Total time:32.48791718482971 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1527 || Clusters count: 15 || Log posterior: -3470.432617212881 || Iter Time:0.01897907257080078 || Total time:32.50689625740051 Iteration: 1528 || Clusters count: 15 || Log posterior: -3442.5730879405464 || Iter Time:0.021532058715820312 || Total time:32.52842831611633 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1529 || Clusters count: 15 || Log posterior: -3498.666000713497 || Iter Time:0.017127037048339844 || Total time:32.54555535316467 Iteration: 1530 || Clusters count: 15 || Log posterior: -3457.549343989401 || Iter Time:0.02091693878173828 || Total time:32.56647229194641 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1531 || Clusters count: 15 || Log posterior: -3501.2119750570646 || Iter Time:0.018234968185424805 || Total time:32.584707260131836 Iteration: 1532 || Clusters count: 15 || Log posterior: -3480.0267842041803 || Iter Time:0.02278614044189453 || Total time:32.60749340057373 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1533 || Clusters count: 15 || Log posterior: -3479.8062739348525 || Iter Time:0.018431901931762695 || Total time:32.62592530250549 Iteration: 1534 || Clusters count: 15 || Log posterior: -3458.6471638963662 || Iter Time:0.02313089370727539 || Total time:32.64905619621277 Loading and distributing data: 0.000141 seconds (129 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Total time:32.774187326431274 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1541 || Clusters count: 16 || Log posterior: -3487.121955119461 || Iter Time:0.017351865768432617 || Total time:32.79153919219971 Iteration: 1542 || Clusters count: 15 || Log posterior: -3477.4071698533094 || Iter Time:0.021426916122436523 || Total time:32.812966108322144 Loading and distributing data: 0.000145 seconds (139 allocations: 13.508 KiB) Iteration: 1543 || Clusters count: 15 || Log posterior: -3504.7793804348476 || Iter Time:0.01687002182006836 || Total time:32.82983613014221 Iteration: 1544 || Clusters count: 15 || Log posterior: -3474.4334536031456 || Iter Time:0.021595001220703125 || Total time:32.851431131362915 Loading and distributing data: 0.000217 seconds (129 allocations: 13.195 KiB) Iteration: 1545 || Clusters count: 15 || Log posterior: -3448.919711355048 || Iter Time:0.01706981658935547 || Total time:32.86850094795227 Iteration: 1546 || Clusters 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KiB) Iteration: 1557 || Clusters count: 15 || Log posterior: -3479.335284904361 || Iter Time:0.017084121704101562 || Total time:33.12966060638428 Iteration: 1558 || Clusters count: 15 || Log posterior: -3462.9564575901873 || Iter Time:0.022610902786254883 || Total time:33.15227150917053 Loading and distributing data: 0.000166 seconds (129 allocations: 13.195 KiB) Iteration: 1559 || Clusters count: 15 || Log posterior: -3487.7069370246595 || Iter Time:0.020851850509643555 || Total time:33.173123359680176 Iteration: 1560 || Clusters count: 15 || Log posterior: -3460.607064461026 || Iter Time:0.02266407012939453 || Total time:33.19578742980957 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1561 || Clusters count: 16 || Log posterior: -3479.346104521605 || Iter Time:0.017501115798950195 || Total time:33.21328854560852 Iteration: 1562 || Clusters count: 15 || Log posterior: -3437.2345073309166 || Iter Time:0.02151203155517578 || Total 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|| Log posterior: -3449.009471727026 || Iter Time:0.02129507064819336 || Total time:33.352009534835815 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1569 || Clusters count: 15 || Log posterior: -3445.253527290673 || Iter Time:0.017160892486572266 || Total time:33.36917042732239 Iteration: 1570 || Clusters count: 15 || Log posterior: -3430.009410391727 || Iter Time:0.021770000457763672 || Total time:33.39094042778015 Loading and distributing data: 0.000173 seconds (129 allocations: 13.195 KiB) Iteration: 1571 || Clusters count: 15 || Log posterior: -3508.749469048392 || Iter Time:0.018043994903564453 || Total time:33.408984422683716 Iteration: 1572 || Clusters count: 15 || Log posterior: -3468.633068315177 || Iter Time:0.02238917350769043 || Total time:33.431373596191406 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1573 || Clusters count: 15 || Log posterior: -3451.6808653958196 || Iter 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Iteration: 1579 || Clusters count: 15 || Log posterior: -3409.9761838563945 || Iter Time:0.017522096633911133 || Total time:33.58788251876831 Iteration: 1580 || Clusters count: 15 || Log posterior: -3400.4644959529205 || Iter Time:0.021270036697387695 || Total time:33.6091525554657 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1581 || Clusters count: 15 || Log posterior: -3451.821632118009 || Iter Time:0.01758599281311035 || Total time:33.62673854827881 Iteration: 1582 || Clusters count: 15 || Log posterior: -3426.384356426279 || Iter Time:0.021864891052246094 || Total time:33.648603439331055 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1583 || Clusters count: 15 || Log posterior: -3445.153889126549 || Iter Time:0.017858028411865234 || Total time:33.66646146774292 Iteration: 1584 || Clusters count: 15 || Log posterior: -3425.625780969273 || Iter Time:0.022097110748291016 || Total 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Iteration: 1623 || Clusters count: 14 || Log posterior: -3450.364487866728 || Iter Time:0.016391992568969727 || Total time:34.467878341674805 Iteration: 1624 || Clusters count: 14 || Log posterior: -3433.550512611142 || Iter Time:0.02002692222595215 || Total time:34.48790526390076 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1625 || Clusters count: 14 || Log posterior: -3484.915888213122 || Iter Time:0.016643047332763672 || Total time:34.50454831123352 Iteration: 1626 || Clusters count: 14 || Log posterior: -3454.0532985369364 || Iter Time:0.020862102508544922 || Total time:34.525410413742065 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1627 || Clusters count: 14 || Log posterior: -3474.620862480579 || Iter Time:0.0177609920501709 || Total time:34.543171405792236 Iteration: 1628 || Clusters count: 14 || Log posterior: -3441.1379583311113 || Iter Time:0.0221710205078125 || Total 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Iteration: 1645 || Clusters count: 16 || Log posterior: -3457.5768344095964 || Iter Time:0.018432140350341797 || Total time:34.91516041755676 Iteration: 1646 || Clusters count: 16 || Log posterior: -3420.230733959648 || Iter Time:0.022020816802978516 || Total time:34.93718123435974 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1647 || Clusters count: 16 || Log posterior: -3419.8520410434508 || Iter Time:0.017310142517089844 || Total time:34.95449137687683 Iteration: 1648 || Clusters count: 15 || Log posterior: -3407.465707855136 || Iter Time:0.021487951278686523 || Total time:34.97597932815552 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1649 || Clusters count: 15 || Log posterior: -3438.23283005079 || Iter Time:0.01671600341796875 || Total time:34.992695331573486 Iteration: 1650 || Clusters count: 15 || Log posterior: -3418.0988896157555 || Iter Time:0.021688222885131836 || Total 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Iteration: 1667 || Clusters count: 15 || Log posterior: -3507.3038990465047 || Iter Time:0.016790151596069336 || Total time:35.35537505149841 Iteration: 1668 || Clusters count: 14 || Log posterior: -3469.675792816539 || Iter Time:0.021385908126831055 || Total time:35.376760959625244 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1669 || Clusters count: 14 || Log posterior: -3459.901841099811 || Iter Time:0.017793893814086914 || Total time:35.39455485343933 Iteration: 1670 || Clusters count: 14 || Log posterior: -3454.2263741165543 || Iter Time:0.020411968231201172 || Total time:35.41496682167053 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1671 || Clusters count: 14 || Log posterior: -3464.983980902808 || Iter Time:0.01613593101501465 || Total time:35.43110275268555 Iteration: 1672 || Clusters count: 14 || Log posterior: -3448.244488105377 || Iter Time:0.021275043487548828 || Total 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Iteration: 1689 || Clusters count: 15 || Log posterior: -3467.795632464059 || Iter Time:0.017225027084350586 || Total time:35.77712965011597 Iteration: 1690 || Clusters count: 15 || Log posterior: -3450.8075909881113 || Iter Time:0.02146291732788086 || Total time:35.79859256744385 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1691 || Clusters count: 15 || Log posterior: -3425.23603994736 || Iter Time:0.036123037338256836 || Total time:35.834715604782104 Iteration: 1692 || Clusters count: 15 || Log posterior: -3415.9890223817038 || Iter Time:0.021123886108398438 || Total time:35.8558394908905 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1693 || Clusters count: 15 || Log posterior: -3413.241576576338 || Iter Time:0.01737809181213379 || Total time:35.87321758270264 Iteration: 1694 || Clusters count: 15 || Log posterior: -3395.535077954441 || Iter Time:0.021455049514770508 || Total time:35.89467263221741 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Iteration: 1783 || Clusters count: 15 || Log posterior: -3472.0027915405485 || Iter Time:0.015004873275756836 || Total time:37.64769625663757 Iteration: 1784 || Clusters count: 15 || Log posterior: -3433.7185751354314 || Iter Time:0.019804000854492188 || Total time:37.667500257492065 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1785 || Clusters count: 15 || Log posterior: -3490.6696273290117 || Iter Time:0.015642166137695312 || Total time:37.68314242362976 Iteration: 1786 || Clusters count: 15 || Log posterior: -3466.064182730993 || Iter Time:0.019720077514648438 || Total time:37.70286250114441 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1787 || Clusters count: 16 || Log posterior: -3462.540552448531 || Iter Time:0.018368005752563477 || Total time:37.72123050689697 Iteration: 1788 || Clusters count: 15 || Log posterior: -3435.352340526856 || Iter Time:0.02119302749633789 || Total 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Iteration: 1805 || Clusters count: 15 || Log posterior: -3509.6712932315763 || Iter Time:0.017512083053588867 || Total time:38.05914878845215 Iteration: 1806 || Clusters count: 15 || Log posterior: -3475.322311385541 || Iter Time:0.022064924240112305 || Total time:38.08121371269226 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1807 || Clusters count: 16 || Log posterior: -3487.10903564524 || Iter Time:0.040036916732788086 || Total time:38.12125062942505 Iteration: 1808 || Clusters count: 16 || Log posterior: -3455.719464457373 || Iter Time:0.021969079971313477 || Total time:38.14321970939636 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1809 || Clusters count: 17 || Log posterior: -3449.2332335496703 || Iter Time:0.0186159610748291 || Total time:38.16183567047119 Iteration: 1810 || Clusters count: 16 || Log posterior: -3422.368391795665 || Iter Time:0.022694826126098633 || Total time:38.18453049659729 Loading and distributing data: 0.000174 seconds (129 allocations: 13.195 KiB) Iteration: 1811 || Clusters count: 15 || Log posterior: -3426.713714107414 || Iter Time:0.01739192008972168 || Total time:38.20192241668701 Iteration: 1812 || Clusters count: 14 || Log posterior: -3395.3293650004675 || Iter Time:0.02087116241455078 || Total time:38.22279357910156 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1813 || Clusters count: 14 || Log posterior: -3466.971589531951 || Iter Time:0.01619410514831543 || Total time:38.23898768424988 Iteration: 1814 || Clusters count: 14 || Log posterior: -3427.133501901321 || Iter Time:0.020686864852905273 || Total time:38.25967454910278 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1815 || Clusters count: 14 || Log posterior: -3512.110922895235 || Iter Time:0.016587018966674805 || Total time:38.27626156806946 Iteration: 1816 || Clusters count: 14 || Log posterior: -3473.1929063526177 || Iter Time:0.02134990692138672 || Total time:38.297611474990845 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1817 || Clusters count: 14 || Log posterior: -3474.082513297849 || Iter Time:0.017726898193359375 || Total time:38.315338373184204 Iteration: 1818 || Clusters count: 14 || Log posterior: -3434.6585793961317 || Iter Time:0.020884990692138672 || Total time:38.33622336387634 Loading and distributing data: 0.000159 seconds (129 allocations: 13.195 KiB) Iteration: 1819 || Clusters count: 14 || Log posterior: -3491.745101883628 || Iter Time:0.018825054168701172 || Total time:38.355048418045044 Iteration: 1820 || Clusters count: 14 || Log posterior: -3471.6826687306943 || Iter Time:0.02308797836303711 || Total time:38.37813639640808 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1821 || Clusters count: 15 || Log posterior: -3450.2031294114163 || Iter Time:0.018555164337158203 || Total time:38.39669156074524 Iteration: 1822 || Clusters count: 15 || Log posterior: -3437.403984018819 || Iter Time:0.021297931671142578 || Total time:38.41798949241638 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1823 || Clusters count: 15 || Log posterior: -3504.8439630925513 || Iter Time:0.017358064651489258 || Total time:38.43534755706787 Iteration: 1824 || Clusters count: 15 || Log posterior: -3454.3896359026526 || Iter Time:0.02115011215209961 || Total time:38.45649766921997 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1825 || Clusters count: 15 || Log posterior: -3425.006726663721 || Iter Time:0.017091989517211914 || Total time:38.47358965873718 Iteration: 1826 || Clusters count: 15 || Log posterior: -3413.6145386391386 || Iter Time:0.020653963088989258 || Total time:38.49424362182617 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1827 || Clusters 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Iteration: 1844 || Clusters count: 15 || Log posterior: -3401.2524082169516 || Iter Time:0.0223238468170166 || Total time:38.8819465637207 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 16 || Log posterior: -3459.242799788986 || Iter Time:0.035520076751708984 || Total time:38.91746664047241 Iteration: 1846 || Clusters count: 16 || Log posterior: -3431.6264427639912 || Iter Time:0.028115034103393555 || Total time:38.945581674575806 Loading and distributing data: 0.000419 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 16 || Log posterior: -3455.7589410409532 || Iter Time:0.01807689666748047 || Total time:38.963658571243286 Iteration: 1848 || Clusters count: 16 || Log posterior: -3442.929564245814 || Iter Time:0.023205041885375977 || Total time:38.98686361312866 Loading and distributing data: 0.000159 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 16 || Log posterior: -3509.1142954068446 || Iter Time:0.018712997436523438 || Total time:39.005576610565186 Iteration: 1850 || Clusters count: 16 || Log posterior: -3479.326274328753 || Iter Time:0.024052858352661133 || Total time:39.02962946891785 Loading and distributing data: 0.000164 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 15 || Log posterior: -3495.0523462352203 || Iter Time:0.01816105842590332 || Total time:39.04779052734375 Iteration: 1852 || Clusters count: 15 || Log posterior: -3463.4204634995745 || Iter Time:0.021570205688476562 || Total time:39.06936073303223 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 15 || Log posterior: -3446.5664259807986 || Iter Time:0.017194032669067383 || Total time:39.086554765701294 Iteration: 1854 || Clusters count: 15 || Log posterior: -3415.340248823979 || Iter Time:0.02327895164489746 || Total time:39.10983371734619 Loading and distributing data: 0.000168 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 15 || Log posterior: -3462.637484160805 || Iter Time:0.0206148624420166 || Total time:39.13044857978821 Iteration: 1856 || Clusters count: 15 || Log posterior: -3435.3690745404456 || Iter Time:0.023498058319091797 || Total time:39.1539466381073 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 15 || Log posterior: -3491.209507530765 || Iter Time:0.019396066665649414 || Total time:39.17334270477295 Iteration: 1858 || Clusters count: 15 || Log posterior: -3450.825161013078 || Iter Time:0.02264404296875 || Total time:39.1959867477417 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 15 || Log posterior: -3475.6447155774867 || Iter Time:0.018494844436645508 || Total time:39.214481592178345 Iteration: 1860 || Clusters count: 15 || Log posterior: -3448.194024136859 || Iter Time:0.022701025009155273 || Total time:39.2371826171875 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 15 || Log posterior: -3490.6195898884625 || Iter Time:0.018039941787719727 || Total time:39.25522255897522 Iteration: 1862 || Clusters count: 15 || Log posterior: -3473.182130521615 || Iter Time:0.023562908172607422 || Total time:39.27878546714783 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 15 || Log posterior: -3469.8292363309833 || Iter Time:0.01957082748413086 || Total time:39.29835629463196 Iteration: 1864 || Clusters count: 15 || Log posterior: -3435.909790854154 || Iter Time:0.022782087326049805 || Total time:39.32113838195801 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 15 || Log posterior: -3433.09565344461 || Iter Time:0.019596099853515625 || Total time:39.34073448181152 Iteration: 1866 || Clusters count: 15 || Log posterior: -3405.7320759943245 || Iter Time:0.024053096771240234 || Total time:39.364787578582764 Loading and distributing data: 0.000260 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 16 || Log posterior: -3443.7333269360115 || Iter Time:0.018096923828125 || Total time:39.38288450241089 Iteration: 1868 || Clusters count: 15 || Log posterior: -3430.626821848824 || Iter Time:0.02196502685546875 || Total time:39.40484952926636 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 15 || Log posterior: -3464.842746775117 || Iter Time:0.017197132110595703 || Total time:39.42204666137695 Iteration: 1870 || Clusters count: 15 || Log posterior: -3441.632178493996 || Iter Time:0.020656824111938477 || Total time:39.44270348548889 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 14 || Log posterior: -3433.7694534282186 || Iter Time:0.016505002975463867 || Total time:39.459208488464355 Iteration: 1872 || Clusters count: 14 || Log posterior: -3402.5044890345703 || Iter Time:0.01981210708618164 || Total time:39.47902059555054 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 14 || Log posterior: -3426.887012794986 || Iter Time:0.016015052795410156 || Total time:39.49503564834595 Iteration: 1874 || Clusters count: 14 || Log posterior: -3414.1806009269926 || Iter Time:0.020381927490234375 || Total time:39.51541757583618 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 15 || Log posterior: -3447.7654040056645 || Iter Time:0.017634153366088867 || Total time:39.53305172920227 Iteration: 1876 || Clusters count: 15 || Log posterior: -3427.3280275017414 || Iter Time:0.020524024963378906 || Total time:39.55357575416565 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 15 || Log posterior: -3447.0316320968855 || Iter Time:0.016210079193115234 || Total time:39.569785833358765 Iteration: 1878 || Clusters count: 15 || Log posterior: -3444.574933454182 || Iter Time:0.02039623260498047 || Total time:39.590182065963745 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 15 || Log posterior: -3439.1724861184603 || Iter Time:0.01657891273498535 || Total time:39.60676097869873 Iteration: 1880 || Clusters count: 15 || Log posterior: -3426.5139635967694 || Iter Time:0.01687908172607422 || Total time:39.623640060424805 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 15 || Log posterior: -3410.076017677356 || Iter Time:0.010829925537109375 || Total time:39.634469985961914 Iteration: 1882 || Clusters count: 15 || Log posterior: -3382.7445198160663 || Iter Time:0.015870094299316406 || Total time:39.65034008026123 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 15 || Log posterior: -3378.858500660466 || Iter Time:0.011696100234985352 || Total time:39.662036180496216 Iteration: 1884 || Clusters count: 15 || Log posterior: -3366.371943347238 || Iter Time:0.014367103576660156 || Total time:39.676403284072876 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 15 || Log posterior: -3419.5881038581238 || Iter Time:0.01273798942565918 || Total time:39.689141273498535 Iteration: 1886 || Clusters count: 15 || Log posterior: -3387.172050789335 || Iter Time:0.01396489143371582 || Total time:39.70310616493225 Loading and distributing data: 0.000104 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 14 || Log posterior: -3507.855299356759 || Iter Time:0.012246847152709961 || Total time:39.71535301208496 Iteration: 1888 || Clusters count: 14 || Log posterior: -3483.270627366978 || Iter Time:0.01646113395690918 || Total time:39.73181414604187 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 15 || Log posterior: -3436.9698228501056 || Iter Time:0.01303720474243164 || Total time:39.7448513507843 Iteration: 1890 || Clusters count: 15 || Log posterior: -3406.669296818409 || Iter Time:0.02084183692932129 || Total time:39.76569318771362 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 15 || Log posterior: -3421.875263358262 || Iter Time:0.010750055313110352 || Total time:39.77644324302673 Iteration: 1892 || Clusters count: 15 || Log posterior: -3392.4083132417445 || Iter Time:0.014930963516235352 || Total time:39.79137420654297 Loading and distributing data: 0.000104 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 15 || Log posterior: -3424.620092694387 || Iter Time:0.010658979415893555 || Total time:39.80203318595886 Iteration: 1894 || Clusters count: 15 || Log posterior: -3405.7353006376593 || Iter Time:0.014817953109741211 || Total time:39.8168511390686 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 15 || Log posterior: -3459.162330771597 || Iter Time:0.011700153350830078 || Total time:39.828551292419434 Iteration: 1896 || Clusters count: 15 || Log posterior: -3428.940914493496 || Iter Time:0.015611886978149414 || Total time:39.84416317939758 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 15 || Log posterior: -3446.270718866853 || Iter Time:0.01252603530883789 || Total time:39.85668921470642 Iteration: 1898 || Clusters count: 15 || Log posterior: -3424.641328207285 || Iter Time:0.03444504737854004 || Total time:39.89113426208496 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 17 || Log posterior: -3453.7662963864445 || Iter Time:0.012890100479125977 || Total time:39.90402436256409 Iteration: 1900 || Clusters count: 15 || Log posterior: -3448.0121675088258 || Iter Time:0.014669179916381836 || Total time:39.91869354248047 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 15 || Log posterior: -3448.6579537406237 || Iter Time:0.011359930038452148 || Total time:39.93005347251892 Iteration: 1902 || Clusters count: 14 || Log posterior: -3427.7942326189163 || Iter Time:0.014580965042114258 || Total time:39.944634437561035 Loading and distributing data: 0.000163 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 14 || Log posterior: -3416.0719302923803 || Iter Time:0.014317989349365234 || Total time:39.9589524269104 Iteration: 1904 || Clusters count: 14 || Log posterior: -3386.2848430945382 || Iter Time:0.013786077499389648 || Total time:39.97273850440979 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 14 || Log posterior: -3443.5008917479768 || Iter Time:0.014436960220336914 || Total time:39.98717546463013 Iteration: 1906 || Clusters count: 14 || Log posterior: -3427.926906004952 || Iter Time:0.01544809341430664 || Total time:40.002623558044434 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 14 || Log posterior: -3449.3979210964644 || Iter Time:0.010513067245483398 || Total time:40.01313662528992 Iteration: 1908 || Clusters count: 14 || Log posterior: -3437.4048842066372 || Iter Time:0.016403913497924805 || Total time:40.02954053878784 Loading and distributing data: 0.000170 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 14 || Log posterior: -3494.6412123568048 || Iter Time:0.01265096664428711 || Total time:40.04219150543213 Iteration: 1910 || Clusters count: 14 || Log posterior: -3474.3148797423355 || Iter Time:0.014351129531860352 || Total time:40.05654263496399 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 15 || Log posterior: -3464.9740631153986 || Iter Time:0.012797117233276367 || Total time:40.069339752197266 Iteration: 1912 || Clusters count: 15 || Log posterior: -3425.6299497029363 || Iter Time:0.014924049377441406 || Total time:40.08426380157471 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 15 || Log posterior: -3432.6648915477936 || Iter Time:0.01091313362121582 || Total time:40.09517693519592 Iteration: 1914 || Clusters count: 15 || Log posterior: -3424.948253263625 || Iter Time:0.014036178588867188 || Total time:40.10921311378479 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 15 || Log posterior: -3463.7697648468024 || Iter Time:0.010501861572265625 || Total time:40.119714975357056 Iteration: 1916 || Clusters count: 15 || Log posterior: -3427.2379114984287 || Iter Time:0.01347804069519043 || Total time:40.133193016052246 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 15 || Log posterior: -3427.832577108739 || Iter Time:0.010535001754760742 || Total time:40.14372801780701 Iteration: 1918 || Clusters count: 15 || Log posterior: -3409.200387629644 || Iter Time:0.01727604866027832 || Total time:40.161004066467285 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 15 || Log posterior: -3401.0109744894494 || Iter Time:0.013200998306274414 || Total time:40.17420506477356 Iteration: 1920 || Clusters count: 15 || Log posterior: -3388.4121908622187 || Iter Time:0.01839590072631836 || Total time:40.19260096549988 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 16 || Log posterior: -3441.5673588924747 || Iter Time:0.015199899673461914 || Total time:40.20780086517334 Iteration: 1922 || Clusters count: 16 || Log posterior: -3416.98802933298 || Iter Time:0.015011787414550781 || Total time:40.22281265258789 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 16 || Log posterior: -3439.5788964388225 || Iter Time:0.011304855346679688 || Total time:40.23411750793457 Iteration: 1924 || Clusters count: 15 || Log posterior: -3416.2736282030546 || Iter Time:0.01724100112915039 || Total time:40.25135850906372 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 15 || Log posterior: -3416.9682970144827 || Iter Time:0.011227846145629883 || Total time:40.26258635520935 Iteration: 1926 || Clusters count: 15 || Log posterior: -3392.620677228572 || Iter Time:0.013654947280883789 || Total time:40.276241302490234 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 15 || Log posterior: -3454.574490891098 || Iter Time:0.011268854141235352 || Total time:40.28751015663147 Iteration: 1928 || Clusters count: 15 || Log posterior: -3426.8145254330716 || Iter Time:0.01478886604309082 || Total time:40.30229902267456 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 15 || Log posterior: -3419.2556580832975 || Iter Time:0.029812097549438477 || Total time:40.332111120224 Iteration: 1930 || Clusters count: 15 || Log posterior: -3399.691048678362 || Iter Time:0.01989293098449707 || Total time:40.352004051208496 Loading and distributing data: 0.000171 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 16 || Log posterior: -3451.514438344593 || Iter Time:0.017171144485473633 || Total time:40.36917519569397 Iteration: 1932 || Clusters count: 15 || Log posterior: -3414.9769816329763 || Iter Time:0.0166471004486084 || Total time:40.38582229614258 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 15 || Log posterior: -3449.6613711874047 || Iter Time:0.015152931213378906 || Total time:40.40097522735596 Iteration: 1934 || Clusters count: 15 || Log posterior: -3411.3785930556096 || Iter Time:0.01504206657409668 || Total time:40.416017293930054 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 15 || Log posterior: -3370.832853685053 || Iter Time:0.012617111206054688 || Total time:40.42863440513611 Iteration: 1936 || Clusters count: 15 || Log posterior: -3359.9923524856076 || Iter Time:0.018964052200317383 || Total time:40.447598457336426 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 16 || Log posterior: -3438.9939942233445 || Iter Time:0.011610031127929688 || Total time:40.459208488464355 Iteration: 1938 || Clusters count: 15 || Log posterior: -3411.6710395286595 || Iter Time:0.015223979949951172 || Total time:40.47443246841431 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 15 || Log posterior: -3471.4867490270426 || Iter Time:0.011497020721435547 || Total time:40.48592948913574 Iteration: 1940 || Clusters count: 15 || Log posterior: -3448.631186003189 || Iter Time:0.01525115966796875 || Total time:40.50118064880371 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 16 || Log posterior: -3484.408022072764 || Iter Time:0.013537883758544922 || Total time:40.514718532562256 Iteration: 1942 || Clusters count: 16 || Log posterior: -3460.6636401619576 || Iter Time:0.01400899887084961 || Total time:40.528727531433105 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 16 || Log posterior: -3513.8261975714795 || Iter Time:0.013552188873291016 || Total time:40.5422797203064 Iteration: 1944 || Clusters count: 16 || Log posterior: -3468.144331009063 || Iter Time:0.017765045166015625 || Total time:40.56004476547241 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 15 || Log posterior: -3477.5472315153365 || Iter Time:0.010584831237792969 || Total time:40.570629596710205 Iteration: 1946 || Clusters count: 15 || Log posterior: -3430.1281345659277 || Iter Time:0.014361858367919922 || Total time:40.584991455078125 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 16 || Log posterior: -3458.3425654662833 || Iter Time:0.011447906494140625 || Total time:40.596439361572266 Iteration: 1948 || Clusters count: 16 || Log posterior: -3447.500933368097 || Iter Time:0.020387887954711914 || Total time:40.61682724952698 Loading and distributing data: 0.000107 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 16 || Log posterior: -3483.9263572266514 || Iter Time:0.011126041412353516 || Total time:40.62795329093933 Iteration: 1950 || Clusters count: 15 || Log posterior: -3452.0845186195374 || Iter Time:0.013703107833862305 || Total time:40.64165639877319 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 16 || Log posterior: -3456.422111245446 || Iter Time:0.014892101287841797 || Total time:40.656548500061035 Iteration: 1952 || Clusters count: 16 || Log posterior: -3429.194699739276 || Iter Time:0.017062902450561523 || Total time:40.6736114025116 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 16 || Log posterior: -3418.8043408165295 || Iter Time:0.01582503318786621 || Total time:40.68943643569946 Iteration: 1954 || Clusters count: 15 || Log posterior: -3398.9233387905438 || Iter Time:0.02128291130065918 || Total time:40.71071934700012 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 15 || Log posterior: -3438.822919841819 || Iter Time:0.01528620719909668 || Total time:40.72600555419922 Iteration: 1956 || Clusters count: 15 || Log posterior: -3410.5770528867843 || Iter Time:0.013670206069946289 || Total time:40.739675760269165 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 15 || Log posterior: -3462.7241943926138 || Iter Time:0.01140594482421875 || Total time:40.751081705093384 Iteration: 1958 || Clusters count: 15 || Log posterior: -3435.125552940029 || Iter Time:0.030742883682250977 || Total time:40.781824588775635 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 15 || Log posterior: -3475.0170667058537 || Iter Time:0.012603044509887695 || Total time:40.79442763328552 Iteration: 1960 || Clusters count: 15 || Log posterior: -3428.1449667305565 || Iter Time:0.016808032989501953 || Total time:40.811235666275024 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 15 || Log posterior: -3459.4268636315223 || Iter Time:0.01293802261352539 || Total time:40.82417368888855 Iteration: 1962 || Clusters count: 15 || Log posterior: -3429.5950286873517 || Iter Time:0.016182899475097656 || Total time:40.84035658836365 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 15 || Log posterior: -3442.2114334717025 || Iter Time:0.01481008529663086 || Total time:40.85516667366028 Iteration: 1964 || Clusters count: 15 || Log posterior: -3428.2955682182906 || Iter Time:0.01359415054321289 || Total time:40.86876082420349 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 15 || Log posterior: -3427.2391143412924 || Iter Time:0.012032032012939453 || Total time:40.88079285621643 Iteration: 1966 || Clusters count: 15 || Log posterior: -3400.39459256334 || Iter Time:0.015285015106201172 || Total time:40.89607787132263 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 15 || Log posterior: -3460.0229617320597 || Iter Time:0.01063394546508789 || Total time:40.90671181678772 Iteration: 1968 || Clusters count: 15 || Log posterior: -3430.491956175426 || Iter Time:0.014259815216064453 || Total time:40.920971632003784 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 15 || Log posterior: -3457.697817722302 || Iter Time:0.011320114135742188 || Total time:40.932291746139526 Iteration: 1970 || Clusters count: 15 || Log posterior: -3425.4516079084988 || Iter Time:0.013579130172729492 || Total time:40.945870876312256 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 15 || Log posterior: -3440.974061886246 || Iter Time:0.01225900650024414 || Total time:40.9581298828125 Iteration: 1972 || Clusters count: 15 || Log posterior: -3418.7431204673176 || Iter Time:0.017347097396850586 || Total time:40.97547698020935 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 15 || Log posterior: -3453.7774000881714 || Iter Time:0.013354063034057617 || Total time:40.98883104324341 Iteration: 1974 || Clusters count: 15 || Log posterior: -3417.561706724098 || Iter Time:0.014641046524047852 || Total time:41.003472089767456 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 15 || Log posterior: -3441.5615207196997 || Iter Time:0.012007951736450195 || Total time:41.015480041503906 Iteration: 1976 || Clusters count: 15 || Log posterior: -3428.5011202295786 || Iter Time:0.014473915100097656 || Total time:41.029953956604004 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 16 || Log posterior: -3473.491416657839 || Iter Time:0.013383865356445312 || Total time:41.04333782196045 Iteration: 1978 || Clusters count: 16 || Log posterior: -3445.4785721031394 || Iter Time:0.017396926879882812 || Total time:41.06073474884033 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 16 || Log posterior: -3468.5633265896777 || Iter Time:0.013186931610107422 || Total time:41.07392168045044 Iteration: 1980 || Clusters count: 16 || Log posterior: -3438.862291488111 || Iter Time:0.016017913818359375 || Total time:41.0899395942688 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 15 || Log posterior: -3482.732268025111 || Iter Time:0.010894060134887695 || Total time:41.10083365440369 Iteration: 1982 || Clusters count: 15 || Log posterior: -3444.437847845874 || Iter Time:0.01542806625366211 || Total time:41.11626172065735 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 15 || Log posterior: -3413.8148198773492 || Iter Time:0.01593804359436035 || Total time:41.13219976425171 Iteration: 1984 || Clusters count: 15 || Log posterior: -3389.339632195755 || Iter Time:0.015917062759399414 || Total time:41.14811682701111 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 15 || Log posterior: -3355.0586873259304 || Iter Time:0.010428905487060547 || Total time:41.15854573249817 Iteration: 1986 || Clusters count: 15 || Log posterior: -3337.721560725412 || Iter Time:0.015558004379272461 || Total time:41.17410373687744 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 15 || Log posterior: -3370.651341698032 || Iter Time:0.011334896087646484 || Total time:41.18543863296509 Iteration: 1988 || Clusters count: 15 || Log posterior: -3349.430117350831 || Iter Time:0.03227114677429199 || Total time:41.21770977973938 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 14 || Log posterior: -3397.1708112625893 || Iter Time:0.01077413558959961 || Total time:41.22848391532898 Iteration: 1990 || Clusters count: 14 || Log posterior: -3371.7212585198004 || Iter Time:0.013540029525756836 || Total time:41.242023944854736 Loading and distributing data: 0.000107 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 14 || Log posterior: -3437.9871195824085 || Iter Time:0.012846946716308594 || Total time:41.254870891571045 Iteration: 1992 || Clusters count: 14 || Log posterior: -3428.090006547889 || Iter Time:0.019591808319091797 || Total time:41.27446269989014 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 14 || Log posterior: -3374.804914879816 || Iter Time:0.014336109161376953 || Total time:41.288798809051514 Iteration: 1994 || Clusters count: 14 || Log posterior: -3347.500217520314 || Iter Time:0.018568992614746094 || Total time:41.30736780166626 Loading and distributing data: 0.000165 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 14 || Log posterior: -3358.896297056442 || Iter Time:0.01396799087524414 || Total time:41.321335792541504 Iteration: 1996 || Clusters count: 14 || Log posterior: -3337.3601444704323 || Iter Time:0.016596078872680664 || Total time:41.337931871414185 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 15 || Log posterior: -3406.4937209443574 || Iter Time:0.0113677978515625 || Total time:41.34929966926575 Iteration: 1998 || Clusters count: 15 || Log posterior: -3364.413274226727 || Iter Time:0.01589488983154297 || Total time:41.36519455909729 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 15 || Log posterior: -3459.949816412984 || Iter Time:0.015163898468017578 || Total time:41.38035845756531 Iteration: 2000 || Clusters count: 15 || Log posterior: -3434.2958050531242 || Iter Time:0.020809173583984375 || Total time:41.40116763114929 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 15 || Log posterior: -3480.2172137274615 || Iter Time:0.01700615882873535 || Total time:41.41817378997803 Iteration: 2002 || Clusters count: 15 || Log posterior: -3457.6752909853944 || Iter Time:0.014405965805053711 || Total time:41.43257975578308 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 15 || Log posterior: -3442.2259726201764 || Iter Time:0.011149168014526367 || Total time:41.44372892379761 Iteration: 2004 || Clusters count: 15 || Log posterior: -3400.858659910793 || Iter Time:0.013557910919189453 || Total time:41.4572868347168 Loading and distributing data: 0.000107 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 15 || Log posterior: -3396.4997412285 || Iter Time:0.010553836822509766 || Total time:41.46784067153931 Iteration: 2006 || Clusters count: 15 || Log posterior: -3377.0808505712794 || Iter Time:0.01342010498046875 || Total time:41.481260776519775 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 16 || Log posterior: -3433.347509118584 || Iter Time:0.013321161270141602 || Total time:41.49458193778992 Iteration: 2008 || Clusters count: 15 || Log posterior: -3401.7686955370386 || Iter Time:0.013833045959472656 || Total time:41.50841498374939 Loading and distributing data: 0.000101 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 15 || Log posterior: -3397.4646470767343 || Iter Time:0.010229825973510742 || Total time:41.5186448097229 Iteration: 2010 || Clusters count: 15 || Log posterior: -3368.761481089779 || Iter Time:0.013777971267700195 || Total time:41.5324227809906 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 15 || Log posterior: -3446.513889232343 || Iter Time:0.015558958053588867 || Total time:41.54798173904419 Iteration: 2012 || Clusters count: 14 || Log posterior: -3426.197159838901 || Iter Time:0.013344049453735352 || Total time:41.561325788497925 Loading and distributing data: 0.000098 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 14 || Log posterior: -3416.5473952641332 || Iter Time:0.00951695442199707 || Total time:41.57084274291992 Iteration: 2014 || Clusters count: 14 || Log posterior: -3394.0123910223415 || Iter Time:0.01273798942565918 || Total time:41.58358073234558 Loading and distributing data: 0.000098 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 14 || Log posterior: -3415.8194258593026 || Iter Time:0.009952068328857422 || Total time:41.59353280067444 Iteration: 2016 || Clusters count: 14 || Log posterior: -3387.941342084769 || Iter Time:0.015675067901611328 || Total time:41.60920786857605 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 14 || Log posterior: -3467.3037156566265 || Iter Time:0.011291980743408203 || Total time:41.62049984931946 Iteration: 2018 || Clusters count: 14 || Log posterior: -3439.4297348154873 || Iter Time:0.018293142318725586 || Total time:41.638792991638184 Loading and distributing data: 0.000464 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 14 || Log posterior: -3411.1686116731316 || Iter Time:0.013792037963867188 || Total time:41.65258502960205 Iteration: 2020 || Clusters count: 14 || Log posterior: -3399.0714105786633 || Iter Time:0.02106499671936035 || Total time:41.67365002632141 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 14 || Log posterior: -3441.7403495647704 || Iter Time:0.01659083366394043 || Total time:41.69024085998535 Iteration: 2022 || Clusters count: 14 || Log posterior: -3407.9791167547164 || Iter Time:0.020478010177612305 || Total time:41.710718870162964 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 14 || Log posterior: -3478.715046979964 || Iter Time:0.016644001007080078 || Total time:41.727362871170044 Iteration: 2024 || Clusters count: 14 || Log posterior: -3463.669917062313 || Iter Time:0.020153045654296875 || Total time:41.74751591682434 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 14 || Log posterior: -3427.061745148843 || Iter Time:0.016093015670776367 || Total time:41.76360893249512 Iteration: 2026 || Clusters count: 14 || Log posterior: -3401.270757582567 || Iter Time:0.0177459716796875 || Total time:41.781354904174805 Loading and distributing data: 0.000162 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 14 || Log posterior: -3421.8578121012197 || Iter Time:0.01904892921447754 || Total time:41.80040383338928 Iteration: 2028 || Clusters count: 14 || Log posterior: -3397.91163551968 || Iter Time:0.020532846450805664 || Total time:41.82093667984009 Avg NMI: 0.9125442823683824 Full NMI: 0.8912559500132541 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m28.7s Testing DPMMSubClustersStreaming tests passed Testing completed after 201.9s PkgEval succeeded after 396.27s