Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.1072 (de815ed1fa*) started at 2025-09-03T16:33:14.352 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.87s ################################################################################ # 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 v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.0 [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 v1.7.1 [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 v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.15 [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 v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.15.0+1 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.8.12 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.2+0 [efcefdf7] + PCRE2_jll v10.46.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.66.0+0 [3f19e933] + p7zip_jll v17.6.0+0 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 4.99s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 146.51s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_rCH7op/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 v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_rCH7op/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.0 [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 v1.7.1 [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 v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.0 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.15 [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 v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.15.0+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.8.12 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.2+0 [efcefdf7] PCRE2_jll v10.46.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.66.0+0 [3f19e933] p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.328938 seconds (975.19 k allocations: 59.821 MiB, 99.92% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233237.41298629093 || Iter Time:17.026572942733765 || Total time:17.026572942733765 Iteration: 1 || Clusters count: 1 || Log posterior: -233237.41298629093 || Iter Time:0.00618290901184082 || Total time:17.032755851745605 Iteration: 2 || Clusters count: 1 || Log posterior: -233237.41298629093 || Iter Time:0.005692005157470703 || Total time:17.038447856903076 Iteration: 3 || Clusters count: 1 || Log posterior: -233237.41298629093 || Iter Time:0.005709171295166016 || Total time:17.044157028198242 Iteration: 4 || Clusters count: 1 || Log posterior: -233237.41298629093 || Iter Time:0.005475044250488281 || Total time:17.04963207244873 Iteration: 5 || Clusters count: 1 || Log posterior: -233237.41298629093 || Iter Time:0.01732611656188965 || Total time:17.06695818901062 Iteration: 6 || Clusters count: 1 || Log posterior: -233237.41298629093 || Iter Time:0.005628108978271484 || Total time:17.07258629798889 Iteration: 7 || Clusters count: 1 || Log posterior: -233237.41298629093 || Iter Time:0.04920005798339844 || Total time:17.12178635597229 Iteration: 8 || Clusters count: 1 || Log posterior: -233237.41298629093 || Iter Time:0.004975795745849609 || Total time:17.12676215171814 Iteration: 9 || Clusters count: 1 || Log posterior: -233237.41298629093 || Iter Time:0.004859209060668945 || Total time:17.13162136077881 Iteration: 10 || Clusters count: 1 || Log posterior: -233237.41298629093 || Iter Time:0.005126953125 || Total time:17.13674831390381 Iteration: 11 || Clusters count: 1 || Log posterior: -233237.41298629093 || Iter Time:0.00506901741027832 || Total time:17.141817331314087 Iteration: 12 || Clusters count: 1 || Log posterior: -233237.41298629093 || Iter Time:0.0052640438079833984 || Total time:17.14708137512207 Iteration: 13 || Clusters count: 2 || Log posterior: -233108.9850821095 || Iter Time:3.868833065032959 || Total time:21.01591444015503 Iteration: 14 || Clusters count: 2 || Log posterior: -233084.81172889017 || Iter Time:0.005589962005615234 || Total time:21.021504402160645 Iteration: 15 || Clusters count: 2 || Log posterior: -233054.4477714766 || Iter Time:0.005527973175048828 || Total time:21.027032375335693 Iteration: 16 || Clusters count: 2 || Log posterior: -233063.6040803715 || Iter Time:0.005501985549926758 || Total time:21.03253436088562 Iteration: 17 || Clusters count: 2 || Log posterior: -233024.36473958293 || Iter Time:0.005584001541137695 || Total time:21.038118362426758 Iteration: 18 || Clusters count: 2 || Log posterior: -233026.94985588532 || Iter Time:0.005460023880004883 || Total time:21.043578386306763 Iteration: 19 || Clusters count: 2 || Log posterior: -233017.31295050884 || Iter Time:0.005645036697387695 || Total time:21.04922342300415 Iteration: 20 || Clusters count: 2 || Log posterior: -232892.71383746047 || Iter Time:3.3608500957489014 || Total time:24.41007351875305 Loading and distributing data: 0.000875 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233039.61097119557 || Iter Time:0.03289604187011719 || Total time:24.44296956062317 Iteration: 22 || Clusters count: 2 || Log posterior: -233009.5573379636 || Iter Time:0.006315946578979492 || Total time:24.44928550720215 Iteration: 23 || Clusters count: 2 || Log posterior: -232981.7221393035 || Iter Time:0.006075859069824219 || Total time:24.455361366271973 Iteration: 24 || Clusters count: 2 || Log posterior: -232972.66948517866 || Iter Time:0.006206989288330078 || Total time:24.461568355560303 Iteration: 25 || Clusters count: 2 || Log posterior: -232956.2760879636 || Iter Time:0.0058939456939697266 || Total time:24.467462301254272 Iteration: 26 || Clusters count: 2 || Log posterior: -232925.86347644325 || Iter Time:0.005819082260131836 || Total time:24.473281383514404 Iteration: 27 || Clusters count: 2 || Log posterior: -232936.34345810305 || Iter Time:0.0059511661529541016 || Total time:24.47923254966736 Iteration: 28 || Clusters count: 4 || Log posterior: -232609.0902824882 || Iter Time:0.010097026824951172 || Total time:24.48932957649231 Iteration: 29 || Clusters count: 4 || Log posterior: -232413.81119537484 || Iter Time:0.007176876068115234 || Total time:24.496506452560425 Iteration: 30 || Clusters count: 4 || Log posterior: -232416.86491423903 || Iter Time:0.0074329376220703125 || Total time:24.503939390182495 Iteration: 31 || Clusters count: 4 || Log posterior: -232378.58464946668 || Iter Time:0.007276058197021484 || Total time:24.511215448379517 Iteration: 32 || Clusters count: 4 || Log posterior: -232362.234399655 || Iter Time:0.007089853286743164 || Total time:24.51830530166626 Iteration: 33 || Clusters count: 4 || Log posterior: -232363.51282515487 || Iter Time:0.007039070129394531 || Total time:24.525344371795654 Iteration: 34 || Clusters count: 4 || Log posterior: -232336.1664478553 || Iter Time:0.0065898895263671875 || Total time:24.53193426132202 Iteration: 35 || Clusters count: 4 || Log posterior: -232355.6116770408 || Iter Time:0.006757020950317383 || Total time:24.53869128227234 Iteration: 36 || Clusters count: 4 || Log posterior: -232401.47268209726 || Iter Time:0.006680965423583984 || Total time:24.545372247695923 Iteration: 37 || Clusters count: 4 || Log posterior: -232326.77787336314 || Iter Time:0.0068471431732177734 || Total time:24.55221939086914 Iteration: 38 || Clusters count: 4 || Log posterior: -232323.5857238124 || Iter Time:0.006952047348022461 || Total time:24.559171438217163 Iteration: 39 || Clusters count: 4 || Log posterior: -232326.4538732862 || Iter Time:0.0072519779205322266 || Total time:24.566423416137695 Iteration: 40 || Clusters count: 4 || Log posterior: -232301.89717469408 || Iter Time:0.007588863372802734 || Total time:24.574012279510498 Iteration: 41 || Clusters count: 4 || Log posterior: -232182.27823909902 || Iter Time:0.049700021743774414 || Total time:24.623712301254272 Loading and distributing data: 0.000824 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262478.7177800136 || Iter Time:0.006822109222412109 || Total time:24.630534410476685 Iteration: 43 || Clusters count: 5 || Log posterior: -262081.5333084339 || Iter Time:0.007783174514770508 || Total time:24.638317584991455 Iteration: 44 || Clusters count: 5 || Log posterior: -262007.00020497222 || Iter Time:0.006706953048706055 || Total time:24.64502453804016 Iteration: 45 || Clusters count: 5 || Log posterior: -262017.7933140189 || Iter Time:0.006567955017089844 || Total time:24.65159249305725 Iteration: 46 || Clusters count: 5 || Log posterior: -261976.2615635478 || Iter Time:0.006632089614868164 || Total time:24.65822458267212 Iteration: 47 || Clusters count: 6 || Log posterior: -261611.85899358062 || Iter Time:0.007903099060058594 || Total time:24.666127681732178 Iteration: 48 || Clusters count: 6 || Log posterior: -261513.47809245816 || Iter Time:0.00728297233581543 || Total time:24.673410654067993 Iteration: 49 || Clusters count: 6 || Log posterior: -261475.44456848467 || Iter Time:0.007513999938964844 || Total time:24.680924654006958 Iteration: 50 || Clusters count: 6 || Log posterior: -261443.12144810893 || Iter Time:0.0075228214263916016 || Total time:24.68844747543335 Iteration: 51 || Clusters count: 6 || Log posterior: -261450.19739456044 || Iter Time:0.007217884063720703 || Total time:24.69566535949707 Iteration: 52 || Clusters count: 6 || Log posterior: -261417.93939327612 || Iter Time:0.0072591304779052734 || Total time:24.702924489974976 Iteration: 53 || Clusters count: 7 || Log posterior: -261084.83447327052 || Iter Time:0.008588075637817383 || Total time:24.711512565612793 Iteration: 54 || Clusters count: 7 || Log posterior: -260983.79161220553 || Iter Time:0.007645130157470703 || Total time:24.719157695770264 Iteration: 55 || Clusters count: 8 || Log posterior: -260662.40879811268 || Iter Time:0.00927114486694336 || Total time:24.728428840637207 Iteration: 56 || Clusters count: 8 || Log posterior: -260607.34930861782 || Iter Time:0.008018970489501953 || Total time:24.73644781112671 Iteration: 57 || Clusters count: 8 || Log posterior: -260573.571413176 || Iter Time:0.0383448600769043 || Total time:24.774792671203613 Iteration: 58 || Clusters count: 8 || Log posterior: -260564.12029316887 || Iter Time:0.7946891784667969 || Total time:25.56948184967041 Iteration: 59 || Clusters count: 8 || Log posterior: -260586.8557333695 || Iter Time:0.008493900299072266 || Total time:25.577975749969482 Iteration: 60 || Clusters count: 8 || Log posterior: -260582.97371535955 || Iter Time:0.008625984191894531 || Total time:25.586601734161377 Iteration: 61 || Clusters count: 8 || Log posterior: -260590.4643148915 || Iter Time:0.008608102798461914 || Total time:25.59520983695984 Iteration: 62 || Clusters count: 8 || Log posterior: -260516.22631571162 || Iter Time:0.008209943771362305 || Total time:25.6034197807312 Loading and distributing data: 0.000812 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 10 || Log posterior: -260162.0199268128 || Iter Time:0.01021885871887207 || Total time:25.613638639450073 Iteration: 64 || Clusters count: 11 || Log posterior: -259666.13833875422 || Iter Time:0.00993204116821289 || Total time:25.623570680618286 Iteration: 65 || Clusters count: 11 || Log posterior: -259591.23777817967 || Iter Time:0.019912004470825195 || Total time:25.64348268508911 Iteration: 66 || Clusters count: 11 || Log posterior: -259594.12815180622 || Iter Time:0.008953094482421875 || Total time:25.652435779571533 Iteration: 67 || Clusters count: 11 || Log posterior: -259595.45373642404 || Iter Time:0.009036064147949219 || Total time:25.661471843719482 Iteration: 68 || Clusters count: 12 || Log posterior: -259326.31050139063 || Iter Time:0.010593891143798828 || Total time:25.67206573486328 Iteration: 69 || Clusters count: 12 || Log posterior: -259232.79908725581 || Iter Time:0.010293960571289062 || Total time:25.68235969543457 Iteration: 70 || Clusters count: 14 || Log posterior: -258570.22456943063 || Iter Time:0.033966064453125 || Total time:25.716325759887695 Iteration: 71 || Clusters count: 14 || Log posterior: -258416.4533770248 || Iter Time:0.011599063873291016 || Total time:25.727924823760986 Iteration: 72 || Clusters count: 14 || Log posterior: -258353.29746537426 || Iter Time:0.011729955673217773 || Total time:25.739654779434204 Iteration: 73 || Clusters count: 14 || Log posterior: -258367.17654123486 || Iter Time:0.010264158248901367 || Total time:25.749918937683105 Iteration: 74 || Clusters count: 14 || Log posterior: -258342.16745234886 || Iter Time:0.010431051254272461 || Total time:25.760349988937378 Iteration: 75 || Clusters count: 14 || Log posterior: -258341.31128731178 || Iter Time:0.010770082473754883 || Total time:25.771120071411133 Iteration: 76 || Clusters count: 14 || Log posterior: -258360.45914560725 || Iter Time:0.01122593879699707 || Total time:25.78234601020813 Iteration: 77 || Clusters count: 14 || Log posterior: -258344.4279359479 || Iter Time:0.010987997055053711 || Total time:25.793334007263184 Iteration: 78 || Clusters count: 14 || Log posterior: -258347.73473608066 || Iter Time:0.012346982955932617 || Total time:25.805680990219116 Iteration: 79 || Clusters count: 14 || Log posterior: -258334.01106312542 || Iter Time:0.026463985443115234 || Total time:25.83214497566223 Iteration: 80 || Clusters count: 14 || Log posterior: -258343.01164239307 || Iter Time:0.012349843978881836 || Total time:25.844494819641113 Iteration: 81 || Clusters count: 14 || Log posterior: -258355.1614868838 || Iter Time:0.013087034225463867 || Total time:25.857581853866577 Iteration: 82 || Clusters count: 14 || Log posterior: -258325.9692352005 || Iter Time:0.01267099380493164 || Total time:25.87025284767151 Iteration: 83 || Clusters count: 14 || Log posterior: -258314.2479104669 || Iter Time:0.01346588134765625 || Total time:25.883718729019165 Loading and distributing data: 0.000764 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 15 || Log posterior: -258122.06474577627 || Iter Time:0.015362024307250977 || Total time:25.899080753326416 Iteration: 85 || Clusters count: 18 || Log posterior: -256905.61290748056 || Iter Time:0.017714977264404297 || Total time:25.91679573059082 Iteration: 86 || Clusters count: 18 || Log posterior: -256775.89597613108 || Iter Time:0.019633054733276367 || Total time:25.936428785324097 Iteration: 87 || Clusters count: 18 || Log posterior: -256747.37104704167 || Iter Time:0.015258073806762695 || Total time:25.95168685913086 Iteration: 88 || Clusters count: 18 || Log posterior: -256766.3645917901 || Iter Time:0.014925956726074219 || Total time:25.966612815856934 Iteration: 89 || Clusters count: 18 || Log posterior: -256737.70341373805 || Iter Time:0.014544010162353516 || Total time:25.981156826019287 Iteration: 90 || Clusters count: 18 || Log posterior: -256742.33070207547 || Iter Time:0.014811992645263672 || Total time:25.99596881866455 Iteration: 91 || Clusters count: 18 || Log posterior: -256745.1931169187 || Iter Time:0.019126176834106445 || Total time:26.015094995498657 Iteration: 92 || Clusters count: 18 || Log posterior: -256745.54355754057 || Iter Time:0.015763044357299805 || Total time:26.030858039855957 Iteration: 93 || Clusters count: 18 || Log posterior: -256738.35051317824 || Iter Time:0.015141010284423828 || Total time:26.04599905014038 Iteration: 94 || Clusters count: 18 || Log posterior: -256750.2420549708 || Iter Time:0.014770030975341797 || Total time:26.060769081115723 Iteration: 95 || Clusters count: 18 || Log posterior: -256738.0449619343 || Iter Time:0.014863967895507812 || Total time:26.07563304901123 Iteration: 96 || Clusters count: 18 || Log posterior: -256737.6677052936 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Time:0.022874116897583008 || Total time:26.234915256500244 Iteration: 104 || Clusters count: 18 || Log posterior: -256730.00976905075 || Iter Time:0.022301912307739258 || Total time:26.257217168807983 Loading and distributing data: 0.000751 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 20 || Log posterior: -255678.8015917818 || Iter Time:0.02729511260986328 || Total time:26.284512281417847 Iteration: 106 || Clusters count: 20 || Log posterior: -255539.44759128438 || Iter Time:0.02125096321105957 || Total time:26.305763244628906 Iteration: 107 || Clusters count: 20 || Log posterior: -255540.13649655133 || Iter Time:0.020956039428710938 || Total time:26.326719284057617 Iteration: 108 || Clusters count: 20 || Log posterior: -255539.86758967876 || Iter Time:0.02515697479248047 || Total time:26.351876258850098 Iteration: 109 || Clusters count: 20 || Log posterior: -255540.7093202808 || Iter Time:0.022878170013427734 || Total time:26.374754428863525 Iteration: 110 || Clusters count: 20 || Log posterior: -255539.03098570646 || Iter Time:0.02194499969482422 || Total time:26.39669942855835 Iteration: 111 || Clusters count: 20 || Log posterior: -255545.48565410372 || Iter Time:0.025457143783569336 || Total time:26.42215657234192 Iteration: 112 || Clusters count: 20 || Log posterior: -255542.84567297253 || Iter Time:0.023296833038330078 || Total time:26.44545340538025 Iteration: 113 || Clusters count: 20 || Log posterior: -255536.57116672784 || Iter Time:0.023588895797729492 || Total time:26.46904230117798 Iteration: 114 || Clusters count: 20 || Log posterior: -255535.67853256053 || Iter Time:0.021129846572875977 || Total time:26.490172147750854 Iteration: 115 || Clusters count: 20 || Log posterior: -255535.1297374388 || Iter Time:0.02080702781677246 || Total time:26.510979175567627 Iteration: 116 || Clusters count: 20 || Log posterior: -255544.9213911886 || Iter Time:0.02543187141418457 || Total time:26.53641104698181 Iteration: 117 || Clusters count: 20 || Log posterior: -255547.90656511436 || Iter Time:0.021672964096069336 || Total time:26.55808401107788 Iteration: 118 || Clusters count: 20 || Log posterior: -255536.07747375977 || Iter Time:0.021726131439208984 || Total time:26.57981014251709 Iteration: 119 || Clusters count: 20 || Log posterior: -255536.27067441057 || Iter Time:0.024751901626586914 || Total time:26.604562044143677 Iteration: 120 || Clusters count: 20 || Log posterior: -255544.93537313433 || Iter Time:0.02815699577331543 || Total time:26.632719039916992 Iteration: 121 || Clusters count: 20 || Log posterior: -255541.77431447018 || Iter Time:0.029677867889404297 || Total time:26.662396907806396 Iteration: 122 || Clusters count: 20 || Log posterior: -255538.46617996355 || Iter Time:0.0323331356048584 || Total time:26.694730043411255 Iteration: 123 || Clusters count: 20 || Log posterior: -255541.17580119192 || Iter Time:0.027420997619628906 || Total time:26.722151041030884 Iteration: 124 || Clusters count: 20 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Iteration: 172 || Clusters count: 20 || Log posterior: -255612.06885036908 || Iter Time:0.025584936141967773 || Total time:28.129994869232178 Iteration: 173 || Clusters count: 20 || Log posterior: -255604.81085321514 || Iter Time:0.030972003936767578 || Total time:28.160966873168945 Iteration: 174 || Clusters count: 20 || Log posterior: -255614.47027551418 || Iter Time:0.025550127029418945 || Total time:28.186517000198364 Iteration: 175 || Clusters count: 20 || Log posterior: -255613.50483705287 || Iter Time:0.0307619571685791 || Total time:28.217278957366943 Iteration: 176 || Clusters count: 20 || Log posterior: -255609.37431091527 || Iter Time:0.02667093276977539 || Total time:28.24394989013672 Iteration: 177 || Clusters count: 20 || Log posterior: -255607.38892448414 || Iter Time:0.024938106536865234 || Total time:28.268887996673584 Iteration: 178 || Clusters count: 20 || Log posterior: -255608.20985929042 || Iter Time:0.029448986053466797 || Total time:28.29833698272705 Iteration: 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Clusters count: 20 || Log posterior: -255619.19559244285 || Iter Time:0.027134180068969727 || Total time:28.52598237991333 Iteration: 187 || Clusters count: 20 || Log posterior: -255609.38152794648 || Iter Time:0.030133962631225586 || Total time:28.556116342544556 Iteration: 188 || Clusters count: 20 || Log posterior: -255605.86199417023 || Iter Time:0.02493906021118164 || Total time:28.581055402755737 Loading and distributing data: 0.000723 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255816.7702442573 || Iter Time:0.027154922485351562 || Total time:28.60821032524109 Iteration: 190 || Clusters count: 20 || Log posterior: -255798.39673674994 || Iter Time:0.03302812576293945 || Total time:28.64123845100403 Iteration: 191 || Clusters count: 20 || Log posterior: -255801.7348363437 || Iter Time:0.02718496322631836 || Total time:28.668423414230347 Iteration: 192 || Clusters count: 20 || Log posterior: -255786.02399598656 || Iter Time:0.031291961669921875 || Total time:28.69971537590027 Iteration: 193 || Clusters count: 20 || Log posterior: -255784.61702657255 || Iter Time:0.028306007385253906 || Total time:28.728021383285522 Iteration: 194 || Clusters count: 20 || Log posterior: -255789.73090463568 || Iter Time:0.02671194076538086 || Total time:28.754733324050903 Iteration: 195 || Clusters count: 20 || Log posterior: -255791.56452105104 || Iter Time:0.031352996826171875 || Total time:28.786086320877075 Iteration: 196 || Clusters count: 20 || Log posterior: -255793.13776590256 || Iter Time:0.026674985885620117 || Total time:28.812761306762695 Iteration: 197 || Clusters count: 20 || Log posterior: -255788.57527120228 || Iter Time:0.030024051666259766 || Total time:28.842785358428955 Iteration: 198 || Clusters count: 20 || Log posterior: -255790.17122920955 || Iter Time:0.02675008773803711 || Total time:28.869535446166992 Iteration: 199 || Clusters count: 20 || Log posterior: -255789.58208172192 || Iter Time:0.030848026275634766 || Total time:28.900383472442627 Iteration: 200 || Clusters count: 20 || Log posterior: -255789.413143155 || Iter Time:0.028293848037719727 || Total time:28.928677320480347 Iteration: 201 || Clusters count: 20 || Log posterior: -255739.39125041539 || Iter Time:0.026832103729248047 || Total time:28.955509424209595 Iteration: 202 || Clusters count: 20 || Log posterior: -255736.47584022797 || Iter Time:0.05466604232788086 || Total time:29.010175466537476 Iteration: 203 || Clusters count: 20 || Log posterior: -255735.0329968773 || Iter Time:0.026304960250854492 || Total time:29.03648042678833 Iteration: 204 || Clusters count: 20 || Log posterior: -255728.9607312523 || Iter Time:0.030450105667114258 || Total time:29.066930532455444 Iteration: 205 || Clusters count: 20 || Log posterior: -255732.88465951808 || Iter Time:0.026082992553710938 || Total time:29.093013525009155 Iteration: 206 || Clusters count: 20 || Log posterior: -255725.37848422476 || Iter Time:0.025131940841674805 || Total time:29.11814546585083 Iteration: 207 || Clusters count: 20 || Log posterior: -255728.45168339237 || Iter Time:0.029974937438964844 || Total time:29.148120403289795 Iteration: 208 || Clusters count: 20 || Log posterior: -255737.84590323354 || Iter Time:0.025335073471069336 || Total time:29.173455476760864 Iteration: 209 || Clusters count: 20 || Log posterior: -255723.87711047992 || Iter Time:0.027298927307128906 || Total time:29.200754404067993 NMI: 0.8022656356231623 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m28.3s [49098, 7741, 39238, 73340, 4309, 140801, 8588, 41288, 36214, 42458, 9608, 185223, 47008, 66533, 29410, 4640, 27678, 43796, 66554, 76475] Loading and distributing data: 0.000276 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6938.258168669125 || Iter Time:4.807930946350098 || Total time:4.807930946350098 Iteration: 1 || Clusters count: 1 || Log posterior: -6938.258168669125 || Iter Time:0.0022161006927490234 || Total time:4.810147047042847 Iteration: 2 || Clusters count: 1 || Log posterior: -6938.258168669125 || Iter Time:0.0018951892852783203 || Total time:4.812042236328125 Iteration: 3 || Clusters count: 1 || Log posterior: -6938.258168669125 || Iter Time:0.001901865005493164 || Total time:4.813944101333618 Iteration: 4 || Clusters count: 1 || Log posterior: -6938.258168669125 || Iter Time:0.0018270015716552734 || Total time:4.815771102905273 Iteration: 5 || Clusters count: 1 || Log posterior: -6938.258168669125 || Iter Time:0.0017850399017333984 || Total time:4.817556142807007 Iteration: 6 || Clusters count: 1 || Log posterior: -6938.258168669125 || Iter Time:0.0017061233520507812 || Total time:4.819262266159058 Iteration: 7 || Clusters count: 1 || Log posterior: -6938.258168669125 || Iter Time:0.0016520023345947266 || Total time:4.820914268493652 Iteration: 8 || Clusters count: 2 || Log posterior: -6569.214590761648 || Iter Time:0.15048599243164062 || Total time:4.971400260925293 Iteration: 9 || Clusters count: 2 || Log posterior: -6578.115905716873 || Iter Time:0.0022840499877929688 || Total time:4.973684310913086 Iteration: 10 || Clusters count: 2 || Log posterior: -6603.99996341388 || Iter Time:0.001920938491821289 || Total time:4.975605249404907 Iteration: 11 || Clusters count: 2 || Log posterior: -6576.294076962731 || Iter Time:0.0019237995147705078 || Total time:4.977529048919678 Iteration: 12 || Clusters count: 2 || Log posterior: -6586.120999233299 || Iter Time:0.0019409656524658203 || Total time:4.9794700145721436 Iteration: 13 || Clusters count: 2 || Log posterior: -6581.240756767563 || Iter Time:0.0018739700317382812 || Total time:4.981343984603882 Iteration: 14 || Clusters count: 2 || Log posterior: -6572.722992218832 || Iter Time:0.0017659664154052734 || Total time:4.983109951019287 Iteration: 15 || Clusters count: 2 || Log posterior: -6569.757776435439 || Iter 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Total time:5.004404783248901 Iteration: 23 || Clusters count: 4 || Log posterior: -6180.160502173581 || Iter Time:0.002841949462890625 || Total time:5.007246732711792 Iteration: 24 || Clusters count: 4 || Log posterior: -6182.608302371004 || Iter Time:0.0026459693908691406 || Total time:5.009892702102661 Iteration: 25 || Clusters count: 4 || Log posterior: -6205.482478633182 || Iter Time:0.002724885940551758 || Total time:5.012617588043213 Iteration: 26 || Clusters count: 4 || Log posterior: -6203.667220324195 || Iter Time:0.002602815628051758 || Total time:5.015220403671265 Iteration: 27 || Clusters count: 4 || Log posterior: -6172.935006823678 || Iter Time:0.0027348995208740234 || Total time:5.017955303192139 Iteration: 28 || Clusters count: 6 || Log posterior: -6045.929617138189 || Iter Time:0.07050299644470215 || Total time:5.088458299636841 Iteration: 29 || Clusters count: 7 || Log posterior: -5849.064050395024 || Iter Time:0.005857944488525391 || Total time:5.094316244125366 Iteration: 30 || Clusters count: 7 || Log posterior: -5755.470903569824 || Iter Time:1.1990811824798584 || Total time:6.293397426605225 false [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1] [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1] Loading and distributing data: 0.000227 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 8 || Log posterior: -5516.968659301271 || Iter Time:0.026852846145629883 || Total time:6.3202502727508545 Iteration: 32 || Clusters count: 8 || Log posterior: -5452.488461415396 || Iter Time:0.006663799285888672 || Total time:6.326914072036743 Loading and distributing data: 0.000128 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 8 || Log posterior: -4485.4690521097555 || Iter Time:0.0038039684295654297 || Total time:6.330718040466309 Iteration: 34 || Clusters count: 8 || Log posterior: -4451.660755073865 || Iter Time:0.006938934326171875 || Total time:6.3376569747924805 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 8 || Log posterior: -4187.043718948801 || Iter Time:0.0037889480590820312 || Total time:6.3414459228515625 Iteration: 36 || Clusters count: 8 || Log posterior: -4176.297050427339 || Iter Time:0.0069179534912109375 || Total time:6.348363876342773 Loading and distributing data: 0.000111 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 8 || Log posterior: -4143.133733534181 || Iter Time:0.0038421154022216797 || Total time:6.352205991744995 Iteration: 38 || Clusters count: 8 || Log posterior: -4117.950793999402 || Iter Time:0.006891012191772461 || Total time:6.359097003936768 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 8 || Log posterior: -4119.227127794624 || Iter Time:0.004015922546386719 || Total time:6.363112926483154 Iteration: 40 || Clusters count: 8 || Log posterior: -4100.926523051155 || Iter Time:0.0071141719818115234 || Total time:6.370227098464966 Loading and distributing data: 0.000129 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 8 || Log posterior: -4103.215449981435 || Iter Time:0.0041849613189697266 || Total time:6.3744120597839355 Iteration: 42 || Clusters count: 8 || Log posterior: -4094.4510556903006 || Iter Time:0.007783174514770508 || Total time:6.382195234298706 Loading and distributing data: 0.000131 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 8 || Log posterior: -4104.087357714766 || Iter Time:0.08188796043395996 || Total time:6.464083194732666 Iteration: 44 || Clusters count: 8 || Log posterior: -4087.5101027101964 || Iter Time:0.008893966674804688 || Total time:6.472977161407471 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 9 || Log posterior: -4099.791191080443 || Iter Time:0.0065310001373291016 || Total time:6.4795081615448 Iteration: 46 || Clusters count: 9 || Log posterior: -4060.0013646333355 || Iter Time:0.008940935134887695 || Total time:6.4884490966796875 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 9 || Log posterior: -4047.7267707737606 || Iter Time:0.005970001220703125 || Total time:6.494419097900391 Iteration: 48 || Clusters count: 9 || Log posterior: -4028.925114623653 || Iter Time:0.009614944458007812 || Total time:6.504034042358398 Loading and distributing data: 0.000148 seconds (128 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Iteration: 277 || Clusters count: 10 || Log posterior: -4082.1196925305726 || Iter Time:0.009552955627441406 || Total time:9.630880117416382 Iteration: 278 || Clusters count: 10 || Log posterior: -4071.4234878934544 || Iter Time:0.01254415512084961 || Total time:9.643424272537231 Loading and distributing data: 0.000127 seconds (128 allocations: 13.180 KiB) Iteration: 279 || Clusters count: 10 || Log posterior: -4044.2356292416607 || Iter Time:0.00896596908569336 || Total time:9.652390241622925 Iteration: 280 || Clusters count: 10 || Log posterior: -4037.8904604521613 || Iter Time:0.012368917465209961 || Total time:9.664759159088135 Loading and distributing data: 0.000145 seconds (128 allocations: 13.180 KiB) Iteration: 281 || Clusters count: 10 || Log posterior: -4053.5086805423916 || Iter Time:0.009253978729248047 || Total time:9.674013137817383 Iteration: 282 || Clusters count: 10 || Log posterior: -4028.9090792065003 || Iter Time:0.012406110763549805 || Total time:9.686419248580933 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Iteration: 327 || Clusters count: 10 || Log posterior: -4034.949224955794 || Iter Time:0.008563041687011719 || Total time:10.209498643875122 Iteration: 328 || Clusters count: 10 || Log posterior: -4023.7962380513673 || Iter Time:0.012050867080688477 || Total time:10.22154951095581 Loading and distributing data: 0.000124 seconds (128 allocations: 13.180 KiB) Iteration: 329 || Clusters count: 10 || Log posterior: -4060.029538918045 || Iter Time:0.00910496711730957 || Total time:10.23065447807312 Iteration: 330 || Clusters count: 10 || Log posterior: -4034.0402532740086 || Iter Time:0.012546062469482422 || Total time:10.243200540542603 Loading and distributing data: 0.000128 seconds (128 allocations: 13.180 KiB) Iteration: 331 || Clusters count: 10 || Log posterior: -4073.2218786121207 || Iter Time:0.008772134780883789 || Total time:10.251972675323486 Iteration: 332 || Clusters count: 10 || Log posterior: -4045.492259597673 || Iter Time:0.01193690299987793 || Total time:10.263909578323364 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Iteration: 641 || Clusters count: 10 || Log posterior: -4004.178934407634 || Iter Time:0.009833097457885742 || Total time:13.820152759552002 Iteration: 642 || Clusters count: 10 || Log posterior: -3989.831547963298 || Iter Time:0.012398958206176758 || Total time:13.832551717758179 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 643 || Clusters count: 10 || Log posterior: -4037.943886388053 || Iter Time:0.009150028228759766 || Total time:13.841701745986938 Iteration: 644 || Clusters count: 10 || Log posterior: -4029.731099461387 || Iter Time:0.012144088745117188 || Total time:13.853845834732056 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 645 || Clusters count: 10 || Log posterior: -4068.565259921517 || Iter Time:0.0090789794921875 || Total time:13.862924814224243 Iteration: 646 || Clusters count: 10 || Log posterior: -4039.909255984325 || Iter Time:0.012473106384277344 || Total time:13.87539792060852 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Iteration: 967 || Clusters count: 10 || Log posterior: -4069.9569104432644 || Iter Time:0.009426116943359375 || Total time:17.55347752571106 Iteration: 968 || Clusters count: 10 || Log posterior: -4047.163010392569 || Iter Time:0.011506795883178711 || Total time:17.56498432159424 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 969 || Clusters count: 10 || Log posterior: -4049.6868252492623 || Iter Time:0.008826017379760742 || Total time:17.573810338974 Iteration: 970 || Clusters count: 10 || Log posterior: -4040.655757235736 || Iter Time:0.011666059494018555 || Total time:17.585476398468018 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 971 || Clusters count: 10 || Log posterior: -4035.733589247671 || Iter Time:0.00869894027709961 || Total time:17.594175338745117 Iteration: 972 || Clusters count: 10 || Log posterior: -4025.6194251139073 || Iter Time:0.011334896087646484 || Total time:17.605510234832764 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|| Total time:27.609776735305786 Iteration: 1820 || Clusters count: 10 || Log posterior: -4029.9294141574205 || Iter Time:0.013702869415283203 || Total time:27.62347960472107 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1821 || Clusters count: 10 || Log posterior: -4022.695977366224 || Iter Time:0.009907960891723633 || Total time:27.633387565612793 Iteration: 1822 || Clusters count: 10 || Log posterior: -4005.9817855103165 || Iter Time:0.013313055038452148 || Total time:27.646700620651245 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1823 || Clusters count: 10 || Log posterior: -4033.5467542978117 || Iter Time:0.009460926055908203 || Total time:27.656161546707153 Iteration: 1824 || Clusters count: 10 || Log posterior: -4009.2000690547316 || Iter Time:0.012295961380004883 || Total time:27.668457508087158 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1825 || 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-3962.0871978469736 || Iter Time:0.01415109634399414 || Total time:27.806414127349854 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1837 || Clusters count: 10 || Log posterior: -4027.6069922300435 || Iter Time:0.009935855865478516 || Total time:27.816349983215332 Iteration: 1838 || Clusters count: 10 || Log posterior: -4016.234560288038 || Iter Time:0.012337207794189453 || Total time:27.82868719100952 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 10 || Log posterior: -4029.2124445775466 || Iter Time:0.009268045425415039 || Total time:27.837955236434937 Iteration: 1840 || Clusters count: 10 || Log posterior: -4022.6733666327805 || Iter Time:0.012360095977783203 || Total time:27.85031533241272 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 10 || Log posterior: -4039.2324089984118 || Iter Time:0.009653806686401367 || Total time:27.85996913909912 Iteration: 1842 || Clusters count: 10 || Log posterior: -4020.4004132811137 || Iter Time:0.0133819580078125 || Total time:27.873351097106934 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 10 || Log posterior: -4024.971820281701 || Iter Time:0.009364843368530273 || Total time:27.882715940475464 Iteration: 1844 || Clusters count: 10 || Log posterior: -4002.7377099664445 || Iter Time:0.012495994567871094 || Total time:27.895211935043335 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 10 || Log posterior: -4070.9433641318915 || Iter Time:0.00976419448852539 || Total time:27.90497612953186 Iteration: 1846 || Clusters count: 10 || Log posterior: -4062.9847081161906 || Iter Time:0.013138055801391602 || Total time:27.918114185333252 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 10 || Log posterior: -4085.2037411763063 || Iter Time:0.009705066680908203 || Total time:27.92781925201416 Iteration: 1848 || Clusters count: 10 || Log posterior: -4068.9022394062804 || Iter Time:0.01305389404296875 || Total time:27.94087314605713 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 10 || Log posterior: -4071.390456765916 || Iter Time:0.010249853134155273 || Total time:27.951122999191284 Iteration: 1850 || Clusters count: 10 || Log posterior: -4060.3380930280023 || Iter Time:0.013557910919189453 || Total time:27.964680910110474 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 10 || Log posterior: -4069.5123725039093 || Iter Time:0.032853126525878906 || Total time:27.997534036636353 Iteration: 1852 || Clusters count: 10 || Log posterior: -4045.7981151580225 || Iter Time:0.013098955154418945 || Total time:28.01063299179077 Loading 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-4027.1153981790276 || Iter Time:0.012861967086791992 || Total time:28.076092004776 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 10 || Log posterior: -4022.211280197195 || Iter Time:0.009927988052368164 || Total time:28.08601999282837 Iteration: 1860 || Clusters count: 10 || Log posterior: -3986.7934804164497 || Iter Time:0.012964010238647461 || Total time:28.098984003067017 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 10 || Log posterior: -4040.6747269792368 || Iter Time:0.00937795639038086 || Total time:28.108361959457397 Iteration: 1862 || Clusters count: 10 || Log posterior: -4018.4346924879364 || Iter Time:0.012600898742675781 || Total time:28.120962858200073 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 10 || Log posterior: -4048.1355348897373 || Iter Time:0.00928497314453125 || 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-4001.498209431792 || Iter Time:0.011911153793334961 || Total time:28.316535234451294 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 10 || Log posterior: -4065.4118624347902 || Iter Time:0.008909940719604492 || Total time:28.3254451751709 Iteration: 1882 || Clusters count: 10 || Log posterior: -4049.4417926212946 || Iter Time:0.011754035949707031 || Total time:28.337199211120605 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 10 || Log posterior: -4061.12598067335 || Iter Time:0.008880138397216797 || Total time:28.346079349517822 Iteration: 1884 || Clusters count: 10 || Log posterior: -4041.1894350268644 || Iter Time:0.012392044067382812 || Total time:28.358471393585205 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 10 || Log posterior: -4078.3958630865163 || Iter Time:0.009637117385864258 || Total time:28.36810851097107 Iteration: 1886 || Clusters count: 10 || Log posterior: -4053.152761380004 || Iter Time:0.011280059814453125 || Total time:28.379388570785522 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 10 || Log posterior: -4061.951194992869 || Iter Time:0.008560895919799805 || Total time:28.387949466705322 Iteration: 1888 || Clusters count: 10 || Log posterior: -4047.7507031142704 || Iter Time:0.011388063430786133 || Total time:28.39933753013611 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 10 || Log posterior: -4016.024982592953 || Iter Time:0.009167909622192383 || Total time:28.4085054397583 Iteration: 1890 || Clusters count: 10 || Log posterior: -3993.242192078483 || Iter Time:0.012786865234375 || Total time:28.421292304992676 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 10 || Log posterior: -3998.8279656979075 || Iter Time:0.010664939880371094 || Total time:28.431957244873047 Iteration: 1892 || Clusters count: 10 || Log posterior: -3986.7734726677927 || Iter Time:0.013722896575927734 || Total time:28.445680141448975 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 10 || Log posterior: -3985.8764478428893 || Iter Time:0.01026296615600586 || Total time:28.45594310760498 Iteration: 1894 || Clusters count: 10 || Log posterior: -3967.6042702998584 || Iter Time:0.013419151306152344 || Total time:28.469362258911133 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 10 || Log posterior: -4040.640042697655 || Iter Time:0.009588956832885742 || Total time:28.47895121574402 Iteration: 1896 || Clusters count: 10 || Log posterior: -4010.407239543424 || Iter Time:0.013384103775024414 || Total time:28.492335319519043 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 10 || Log posterior: -4040.590186091323 || Iter Time:0.009242057800292969 || Total time:28.501577377319336 Iteration: 1898 || Clusters count: 10 || Log posterior: -4022.409821915444 || Iter Time:0.012953042984008789 || Total time:28.514530420303345 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 10 || Log posterior: -4046.810728434981 || Iter Time:0.010065078735351562 || Total time:28.524595499038696 Iteration: 1900 || Clusters count: 10 || Log posterior: -4023.972742423163 || Iter Time:0.03765511512756348 || Total time:28.56225061416626 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 10 || Log posterior: -4093.3406926815424 || Iter Time:0.009028911590576172 || Total time:28.571279525756836 Iteration: 1902 || Clusters count: 10 || Log posterior: -4080.199213643251 || Iter Time:0.01231694221496582 || Total time:28.5835964679718 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 10 || Log posterior: -4092.9013976424117 || Iter Time:0.009536981582641602 || Total time:28.593133449554443 Iteration: 1904 || Clusters count: 10 || Log posterior: -4080.1533364433794 || Iter Time:0.01311182975769043 || Total time:28.606245279312134 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 10 || Log posterior: -4044.599362705465 || Iter Time:0.009484052658081055 || Total time:28.615729331970215 Iteration: 1906 || Clusters count: 10 || Log posterior: -4034.4949414635757 || Iter Time:0.012687206268310547 || Total time:28.628416538238525 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 10 || Log posterior: -4053.423661691637 || Iter Time:0.00985097885131836 || Total time:28.638267517089844 Iteration: 1908 || Clusters count: 10 || Log posterior: -4035.247447856467 || Iter Time:0.012537956237792969 || Total time:28.650805473327637 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 10 || Log posterior: -4057.0184546146816 || Iter Time:0.00993800163269043 || Total time:28.660743474960327 Iteration: 1910 || Clusters count: 10 || Log posterior: -4038.854766801623 || Iter Time:0.012371063232421875 || Total time:28.67311453819275 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 10 || Log posterior: -4052.2491047736567 || Iter Time:0.009032964706420898 || Total time:28.68214750289917 Iteration: 1912 || Clusters count: 10 || Log posterior: -4035.9605932649197 || Iter Time:0.012372016906738281 || Total time:28.694519519805908 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 10 || Log posterior: -4071.051890405932 || Iter Time:0.009086132049560547 || Total time:28.70360565185547 Iteration: 1914 || Clusters count: 10 || Log posterior: -4052.9575841453156 || Iter Time:0.012475013732910156 || Total time:28.71608066558838 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 10 || Log posterior: -4048.7148145638475 || Iter Time:0.009346961975097656 || Total time:28.725427627563477 Iteration: 1916 || Clusters count: 10 || Log posterior: -4032.3254089864213 || Iter Time:0.013059854507446289 || Total time:28.738487482070923 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 10 || Log posterior: -4051.200328542067 || Iter Time:0.009382009506225586 || Total time:28.74786949157715 Iteration: 1918 || Clusters count: 10 || Log posterior: -4020.817196362177 || Iter Time:0.013327836990356445 || Total time:28.761197328567505 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 10 || Log posterior: -4024.814244502497 || Iter Time:0.009850025177001953 || Total time:28.771047353744507 Iteration: 1920 || Clusters count: 10 || Log posterior: -4003.83543631294 || Iter Time:0.012625932693481445 || Total time:28.78367328643799 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 10 || Log posterior: -3996.54126459298 || Iter Time:0.00990915298461914 || Total time:28.793582439422607 Iteration: 1922 || Clusters count: 10 || Log posterior: -3978.290475512408 || Iter Time:0.013806819915771484 || Total time:28.80738925933838 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 10 || Log posterior: -4007.0059426600765 || Iter Time:0.010232925415039062 || Total time:28.817622184753418 Iteration: 1924 || Clusters count: 10 || Log posterior: -3993.162417991688 || Iter Time:0.013035058975219727 || Total time:28.830657243728638 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 10 || Log posterior: -3977.058867576575 || Iter Time:0.009694099426269531 || Total time:28.840351343154907 Iteration: 1926 || Clusters count: 10 || Log posterior: -3966.9737893270167 || Iter Time:0.012859821319580078 || Total time:28.853211164474487 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 10 || Log posterior: -4024.2093016957783 || Iter Time:0.009704828262329102 || Total time:28.862915992736816 Iteration: 1928 || Clusters count: 10 || Log posterior: -4011.1072448677937 || Iter Time:0.012989997863769531 || Total time:28.875905990600586 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 10 || Log posterior: -4037.994386546979 || Iter Time:0.009685993194580078 || Total time:28.885591983795166 Iteration: 1930 || Clusters count: 10 || Log posterior: -4025.6198841141086 || Iter Time:0.012856006622314453 || Total time:28.89844799041748 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 10 || Log posterior: -4055.3968839356057 || Iter Time:0.009937047958374023 || Total time:28.908385038375854 Iteration: 1932 || Clusters count: 10 || Log posterior: -4043.101784772375 || Iter Time:0.013159990310668945 || Total time:28.921545028686523 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 10 || Log posterior: -4033.1846528323144 || Iter Time:0.009898900985717773 || Total time:28.93144392967224 Iteration: 1934 || Clusters count: 10 || Log posterior: -4011.739268416104 || Iter Time:0.01227116584777832 || Total time:28.94371509552002 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 10 || Log posterior: -4034.028638257775 || Iter Time:0.008794069290161133 || Total time:28.95250916481018 Iteration: 1936 || Clusters count: 10 || Log posterior: -4000.1985759070526 || Iter Time:0.01187586784362793 || Total time:28.96438503265381 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 10 || Log posterior: -4058.111833920305 || Iter Time:0.009445905685424805 || Total time:28.973830938339233 Iteration: 1938 || Clusters count: 10 || Log posterior: -4040.392360578534 || Iter Time:0.012227773666381836 || Total time:28.986058712005615 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 10 || Log posterior: -4058.468844179206 || Iter Time:0.008647918701171875 || Total time:28.994706630706787 Iteration: 1940 || Clusters count: 10 || Log posterior: -4048.347117220468 || Iter Time:0.012382984161376953 || Total time:29.007089614868164 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 10 || Log posterior: -4035.177669871846 || Iter Time:0.008961915969848633 || Total time:29.016051530838013 Iteration: 1942 || Clusters count: 10 || Log posterior: -4015.744340931067 || Iter Time:0.01229405403137207 || Total time:29.028345584869385 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 10 || Log posterior: -4067.9274878511633 || Iter Time:0.009182929992675781 || Total time:29.03752851486206 Iteration: 1944 || Clusters count: 10 || Log posterior: -4039.2826979627494 || Iter Time:0.012995004653930664 || Total time:29.05052351951599 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 10 || Log posterior: -4069.72209586261 || Iter Time:0.00990915298461914 || Total time:29.06043267250061 Iteration: 1946 || Clusters count: 10 || Log posterior: -4054.963260373367 || Iter Time:0.012862920761108398 || Total time:29.07329559326172 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 10 || Log posterior: -4048.2203229974693 || Iter Time:0.01082301139831543 || Total time:29.084118604660034 Iteration: 1948 || Clusters count: 10 || Log posterior: -4029.0480371332387 || Iter Time:0.013075113296508789 || Total time:29.097193717956543 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 10 || Log posterior: -4023.8067344822284 || Iter Time:0.00899195671081543 || Total time:29.10618567466736 Iteration: 1950 || Clusters count: 10 || Log posterior: -3998.483290167098 || Iter Time:0.03707098960876465 || Total time:29.143256664276123 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 10 || Log posterior: -4042.0485590522553 || Iter Time:0.008645057678222656 || Total time:29.151901721954346 Iteration: 1952 || Clusters count: 10 || Log posterior: -4017.0479569071917 || Iter Time:0.01251220703125 || Total time:29.164413928985596 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 10 || Log posterior: -4068.2830030407845 || Iter Time:0.008656024932861328 || Total time:29.173069953918457 Iteration: 1954 || Clusters count: 10 || Log posterior: -4039.9615851276626 || Iter Time:0.01221013069152832 || Total time:29.185280084609985 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 10 || Log posterior: -4045.956313510274 || Iter Time:0.008630990982055664 || Total time:29.19391107559204 Iteration: 1956 || Clusters count: 10 || Log posterior: -4025.565228521061 || Iter Time:0.01193690299987793 || Total time:29.20584797859192 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 10 || Log posterior: -4066.6379836228125 || Iter Time:0.010182857513427734 || Total time:29.216030836105347 Iteration: 1958 || Clusters count: 10 || Log posterior: -4056.675958974877 || Iter Time:0.013276815414428711 || Total time:29.229307651519775 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 10 || Log posterior: -4096.210356746922 || Iter Time:0.009474992752075195 || Total time:29.23878264427185 Iteration: 1960 || Clusters count: 10 || Log posterior: -4084.3613469331985 || Iter Time:0.012924909591674805 || Total time:29.251707553863525 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 10 || Log posterior: -4043.8831153412107 || Iter Time:0.00987696647644043 || Total time:29.261584520339966 Iteration: 1962 || Clusters count: 10 || Log posterior: -4024.608324923605 || Iter Time:0.013596057891845703 || Total time:29.27518057823181 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 10 || Log posterior: -4035.8842850602787 || Iter Time:0.01007699966430664 || Total time:29.285257577896118 Iteration: 1964 || Clusters count: 10 || Log posterior: -4030.7516086918376 || Iter Time:0.013225078582763672 || Total time:29.298482656478882 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 10 || Log posterior: -4091.2131881024284 || Iter Time:0.00954294204711914 || Total time:29.308025598526 Iteration: 1966 || Clusters count: 10 || Log posterior: -4069.872054712168 || Iter Time:0.012859821319580078 || Total time:29.32088541984558 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 10 || Log posterior: -4034.761783361442 || Iter Time:0.010065078735351562 || Total time:29.330950498580933 Iteration: 1968 || Clusters count: 10 || Log posterior: -4013.2793314363894 || Iter Time:0.013063907623291016 || Total time:29.344014406204224 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 10 || Log posterior: -4026.97185519895 || Iter Time:0.010205984115600586 || Total time:29.354220390319824 Iteration: 1970 || Clusters count: 10 || Log posterior: -4007.8763301388994 || Iter Time:0.013602018356323242 || Total time:29.367822408676147 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 10 || Log posterior: -4069.4079726239897 || Iter Time:0.009913921356201172 || Total time:29.37773633003235 Iteration: 1972 || Clusters count: 10 || Log posterior: -4046.0651583523327 || Iter Time:0.013291120529174805 || Total time:29.391027450561523 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 10 || Log posterior: -4073.3452638898452 || Iter Time:0.010479927062988281 || Total time:29.40150737762451 Iteration: 1974 || Clusters count: 10 || Log posterior: -4046.6090895219722 || Iter Time:0.013509035110473633 || Total time:29.415016412734985 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 11 || Log posterior: -4048.5276685573954 || Iter Time:0.010805130004882812 || Total time:29.425821542739868 Iteration: 1976 || Clusters count: 11 || Log posterior: -4030.4766141623822 || Iter Time:0.013248205184936523 || Total time:29.439069747924805 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 10 || Log posterior: -4032.750470987184 || Iter Time:0.00974583625793457 || Total time:29.44881558418274 Iteration: 1978 || Clusters count: 10 || Log posterior: -4005.742593390892 || Iter Time:0.012042999267578125 || Total time:29.460858583450317 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 10 || Log posterior: -4041.0409093302305 || Iter Time:0.009682893753051758 || Total time:29.47054147720337 Iteration: 1980 || Clusters count: 10 || Log posterior: -4018.598771901105 || Iter Time:0.013234853744506836 || Total time:29.483776330947876 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 10 || Log posterior: -4048.6350985066147 || Iter Time:0.009739160537719727 || Total time:29.493515491485596 Iteration: 1982 || Clusters count: 10 || Log posterior: -4011.4885956525086 || Iter Time:0.012228012084960938 || Total time:29.505743503570557 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 10 || Log posterior: -4050.054695105887 || Iter Time:0.009654045104980469 || Total time:29.515397548675537 Iteration: 1984 || Clusters count: 10 || Log posterior: -4038.7379106541594 || Iter Time:0.012675046920776367 || Total time:29.528072595596313 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 10 || Log posterior: -4019.7227373357196 || Iter Time:0.009903907775878906 || Total time:29.537976503372192 Iteration: 1986 || Clusters count: 10 || Log posterior: -4007.3986937050345 || Iter Time:0.012857913970947266 || Total time:29.55083441734314 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 10 || Log posterior: -4009.2340869127884 || Iter Time:0.009369850158691406 || Total time:29.56020426750183 Iteration: 1988 || Clusters count: 10 || Log posterior: -3997.4171335882247 || Iter Time:0.012738943099975586 || Total time:29.572943210601807 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 10 || Log posterior: -4031.176962209144 || Iter Time:0.009832143783569336 || Total time:29.582775354385376 Iteration: 1990 || Clusters count: 10 || Log posterior: -4009.0677332612054 || Iter Time:0.01351618766784668 || Total time:29.596291542053223 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 10 || Log posterior: -4037.9435885752073 || Iter Time:0.010530233383178711 || Total time:29.6068217754364 Iteration: 1992 || Clusters count: 10 || Log posterior: -4028.0106748441654 || Iter Time:0.013457059860229492 || Total time:29.62027883529663 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 10 || Log posterior: -4040.638593975974 || Iter Time:0.010310173034667969 || Total time:29.6305890083313 Iteration: 1994 || Clusters count: 10 || Log posterior: -4026.5545955414045 || Iter Time:0.013448953628540039 || Total time:29.64403796195984 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 10 || Log posterior: -3997.2508796023803 || Iter Time:0.010560989379882812 || Total time:29.65459895133972 Iteration: 1996 || Clusters count: 10 || Log posterior: -3993.1324318494962 || Iter Time:0.014276981353759766 || Total time:29.66887593269348 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 10 || Log posterior: -4016.686432300312 || Iter Time:0.010574102401733398 || Total time:29.679450035095215 Iteration: 1998 || Clusters count: 10 || Log posterior: -4002.8847569153986 || Iter Time:0.013375997543334961 || Total time:29.69282603263855 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 10 || Log posterior: -4050.803072967394 || Iter Time:0.010591983795166016 || Total time:29.703418016433716 Iteration: 2000 || Clusters count: 10 || Log posterior: -4028.7762606908364 || Iter Time:0.03731203079223633 || Total time:29.740730047225952 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 10 || Log posterior: -4069.0833274244146 || Iter Time:0.009860038757324219 || Total time:29.750590085983276 Iteration: 2002 || Clusters count: 10 || Log posterior: -4051.761056932099 || Iter Time:0.013375043869018555 || Total time:29.763965129852295 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 11 || Log posterior: -4057.9400909569795 || Iter Time:0.010399103164672852 || Total time:29.774364233016968 Iteration: 2004 || Clusters count: 10 || Log posterior: -4035.1287174353065 || Iter Time:0.01307988166809082 || Total time:29.78744411468506 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 10 || Log posterior: -4044.6681482016343 || Iter Time:0.00931096076965332 || Total time:29.796755075454712 Iteration: 2006 || Clusters count: 10 || Log posterior: -4026.33568818137 || Iter Time:0.012601137161254883 || Total time:29.809356212615967 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 10 || Log posterior: -4001.406520356025 || Iter Time:0.009294986724853516 || Total time:29.81865119934082 Iteration: 2008 || Clusters count: 10 || Log posterior: -3988.100560552778 || Iter Time:0.012612104415893555 || Total time:29.831263303756714 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 10 || Log posterior: -4044.989488481545 || Iter Time:0.009618997573852539 || Total time:29.840882301330566 Iteration: 2010 || Clusters count: 10 || Log posterior: -4022.603562383423 || Iter Time:0.012653112411499023 || Total time:29.853535413742065 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 10 || Log posterior: -4010.640874913482 || Iter Time:0.00873708724975586 || Total time:29.86227250099182 Iteration: 2012 || Clusters count: 10 || Log posterior: -3997.139746288783 || Iter Time:0.012221813201904297 || Total time:29.874494314193726 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 10 || Log posterior: -4003.9645284433605 || Iter Time:0.009613990783691406 || Total time:29.884108304977417 Iteration: 2014 || Clusters count: 10 || Log posterior: -3983.6353706496047 || Iter Time:0.013000965118408203 || Total time:29.897109270095825 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 10 || Log posterior: -3981.2954566701005 || Iter Time:0.009693145751953125 || Total time:29.90680241584778 Iteration: 2016 || Clusters count: 10 || Log posterior: -3963.1948266021386 || Iter Time:0.012675046920776367 || Total time:29.919477462768555 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 10 || Log posterior: -4019.3676892254225 || Iter Time:0.009987115859985352 || Total time:29.92946457862854 Iteration: 2018 || Clusters count: 10 || Log posterior: -3999.5232011561625 || Iter Time:0.013096094131469727 || Total time:29.94256067276001 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 10 || Log posterior: -4026.288157581892 || Iter Time:0.009692907333374023 || Total time:29.952253580093384 Iteration: 2020 || Clusters count: 10 || Log posterior: -4014.4998665096896 || Iter Time:0.012929916381835938 || Total time:29.96518349647522 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 10 || Log posterior: -4021.989686519064 || Iter Time:0.009612083435058594 || Total time:29.97479557991028 Iteration: 2022 || Clusters count: 10 || Log posterior: -4008.5927601868425 || Iter Time:0.013651132583618164 || Total time:29.988446712493896 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 10 || Log posterior: -3996.450240218096 || Iter Time:0.010518074035644531 || Total time:29.99896478652954 Iteration: 2024 || Clusters count: 10 || Log posterior: -3991.007063643566 || Iter Time:0.013284921646118164 || Total time:30.01224970817566 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 10 || Log posterior: -4022.6993570893346 || Iter Time:0.010389089584350586 || Total time:30.02263879776001 Iteration: 2026 || Clusters count: 10 || Log posterior: -4001.509212019878 || Iter Time:0.01343393325805664 || Total time:30.036072731018066 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 10 || Log posterior: -4050.220370017589 || Iter Time:0.0101318359375 || Total time:30.046204566955566 Iteration: 2028 || Clusters count: 10 || Log posterior: -4039.71741171058 || Iter Time:0.012887954711914062 || Total time:30.05909252166748 Avg NMI: 0.8422292927739773 Full NMI: 0.8383247722953004 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m17.1s Testing DPMMSubClustersStreaming tests passed Testing completed after 191.46s PkgEval succeeded after 365.72s