Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.733 (c0ecfe9bcc*) started at 2025-06-12T18:05:13.790 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.2s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.1 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [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 v0.1.2 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.21 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.12.1+1 [e37daf67] + LibGit2_jll v1.9.0+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.5.20 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.12.0+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.45s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 155.69s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_xj7fpP/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_xj7fpP/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.1 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [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 v0.1.2 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.21 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.12.1+1 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.12.0+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.994024 seconds (1.20 M allocations: 68.952 MiB, 13.04% gc time, 99.93% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233260.41298629093 || Iter Time:15.94191288948059 || Total time:15.94191288948059 Iteration: 1 || Clusters count: 1 || Log posterior: -233260.41298629093 || Iter Time:0.0058209896087646484 || Total time:15.947733879089355 Iteration: 2 || Clusters count: 1 || Log posterior: -233260.41298629093 || Iter Time:0.005589962005615234 || Total time:15.95332384109497 Iteration: 3 || Clusters count: 1 || Log posterior: -233260.41298629093 || Iter Time:0.005584001541137695 || Total time:15.958907842636108 Iteration: 4 || Clusters count: 1 || Log posterior: -233260.41298629093 || Iter Time:0.005580902099609375 || Total time:15.964488744735718 Iteration: 5 || Clusters count: 1 || Log posterior: -233260.41298629093 || Iter Time:0.016632080078125 || Total time:15.981120824813843 Iteration: 6 || Clusters count: 1 || Log posterior: -233260.41298629093 || Iter Time:0.005372047424316406 || Total time:15.98649287223816 Iteration: 7 || Clusters count: 1 || Log posterior: -233260.41298629093 || Iter Time:0.005290985107421875 || Total time:15.991783857345581 Iteration: 8 || Clusters count: 1 || Log posterior: -233260.41298629093 || Iter Time:0.005305051803588867 || Total time:15.99708890914917 Iteration: 9 || Clusters count: 1 || Log posterior: -233260.41298629093 || Iter Time:0.005423069000244141 || Total time:16.002511978149414 Iteration: 10 || Clusters count: 1 || Log posterior: -233260.41298629093 || Iter Time:0.005491971969604492 || Total time:16.00800395011902 Iteration: 11 || Clusters count: 1 || Log posterior: -233260.41298629093 || Iter Time:0.0056209564208984375 || Total time:16.013624906539917 Iteration: 12 || Clusters count: 1 || Log posterior: -233260.41298629093 || Iter Time:0.0056879520416259766 || Total time:16.019312858581543 Iteration: 13 || Clusters count: 2 || Log posterior: -233055.78030586743 || Iter Time:3.7215020656585693 || Total time:19.740814924240112 Iteration: 14 || Clusters count: 2 || Log posterior: -233028.89838374237 || Iter Time:0.004477977752685547 || Total time:19.745292901992798 Iteration: 15 || Clusters count: 2 || Log posterior: -232988.9512331663 || Iter Time:0.004022121429443359 || Total time:19.74931502342224 Iteration: 16 || Clusters count: 2 || Log posterior: -232968.850015192 || Iter Time:0.003997087478637695 || Total time:19.75331211090088 Iteration: 17 || Clusters count: 2 || Log posterior: -232952.7611917767 || Iter Time:0.004017829895019531 || Total time:19.7573299407959 Iteration: 18 || Clusters count: 2 || Log posterior: -232973.3833186744 || Iter Time:0.004044055938720703 || Total time:19.76137399673462 Iteration: 19 || Clusters count: 2 || Log posterior: -232971.85547254697 || Iter Time:0.0040111541748046875 || Total time:19.765385150909424 Iteration: 20 || Clusters count: 2 || Log posterior: -232893.86934987927 || Iter Time:2.5454790592193604 || Total time:22.310864210128784 Loading and distributing data: 0.000667 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233115.29857086483 || Iter Time:0.025926828384399414 || Total time:22.336791038513184 Iteration: 22 || Clusters count: 2 || Log posterior: -233043.53154063848 || Iter Time:0.0045261383056640625 || Total time:22.341317176818848 Iteration: 23 || Clusters count: 2 || Log posterior: -233003.8047341411 || Iter Time:0.004349946975708008 || Total time:22.345667123794556 Iteration: 24 || Clusters count: 2 || Log posterior: -232972.0816637109 || Iter Time:0.004539966583251953 || Total time:22.350207090377808 Iteration: 25 || Clusters count: 2 || Log posterior: -232973.35562553405 || Iter Time:0.00439000129699707 || Total time:22.354597091674805 Iteration: 26 || Clusters count: 2 || Log posterior: -232962.08720654825 || Iter Time:0.0043718814849853516 || Total time:22.35896897315979 Iteration: 27 || Clusters count: 2 || Log posterior: -232982.04788186954 || Iter Time:0.00428318977355957 || Total time:22.36325216293335 Iteration: 28 || Clusters count: 3 || Log posterior: -232532.3494455838 || Iter Time:0.005833864212036133 || Total time:22.369086027145386 Iteration: 29 || Clusters count: 3 || Log posterior: -232397.8510077367 || Iter Time:0.004515171051025391 || Total time:22.37360119819641 Iteration: 30 || Clusters count: 3 || Log posterior: -232391.8252820293 || Iter Time:0.00459599494934082 || Total time:22.378197193145752 Iteration: 31 || Clusters count: 3 || Log posterior: -232364.00368880405 || Iter Time:0.004590034484863281 || Total time:22.382787227630615 Iteration: 32 || Clusters count: 3 || Log posterior: -232372.04936821028 || Iter Time:0.004637956619262695 || Total time:22.387425184249878 Iteration: 33 || Clusters count: 3 || Log posterior: -232345.74588066852 || Iter Time:0.004476070404052734 || Total time:22.39190125465393 Iteration: 34 || Clusters count: 3 || Log posterior: -232325.51269331793 || Iter Time:0.004578113555908203 || Total time:22.39647936820984 Iteration: 35 || Clusters count: 3 || Log posterior: -232323.92454309395 || Iter Time:0.0046079158782958984 || Total time:22.401087284088135 Iteration: 36 || Clusters count: 3 || Log posterior: -232314.69871529326 || Iter Time:0.004483938217163086 || Total time:22.405571222305298 Iteration: 37 || Clusters count: 3 || Log posterior: -232317.92593278212 || Iter Time:0.004567861557006836 || Total time:22.410139083862305 Iteration: 38 || Clusters count: 3 || Log posterior: -232332.3446492778 || Iter Time:0.004567146301269531 || Total time:22.414706230163574 Iteration: 39 || Clusters count: 3 || Log posterior: -232314.77871254878 || Iter Time:0.04717397689819336 || Total time:22.461880207061768 Iteration: 40 || Clusters count: 3 || Log posterior: -232329.1153371806 || Iter Time:0.004561901092529297 || Total time:22.466442108154297 Iteration: 41 || Clusters count: 3 || Log posterior: -232253.36568192532 || Iter Time:0.00464320182800293 || Total time:22.4710853099823 Loading and distributing data: 0.000591 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262694.6777778441 || Iter Time:0.004591941833496094 || Total time:22.475677251815796 Iteration: 43 || Clusters count: 5 || Log posterior: -261973.9831507474 || Iter Time:0.005793094635009766 || Total time:22.481470346450806 Iteration: 44 || Clusters count: 5 || Log posterior: -261745.75363486205 || Iter Time:0.0047969818115234375 || Total time:22.48626732826233 Iteration: 45 || Clusters count: 5 || Log posterior: -261717.27829670388 || Iter Time:0.0047719478607177734 || Total time:22.491039276123047 Iteration: 46 || Clusters count: 5 || Log posterior: -261711.18600039816 || Iter Time:0.004793882369995117 || Total time:22.495833158493042 Iteration: 47 || Clusters count: 5 || Log posterior: -261719.15370406306 || Iter Time:0.0047647953033447266 || Total time:22.500597953796387 Iteration: 48 || Clusters count: 5 || Log posterior: -261713.0606253967 || Iter Time:0.004775047302246094 || Total time:22.505373001098633 Iteration: 49 || Clusters count: 5 || Log posterior: -261722.42379084788 || Iter Time:0.0048100948333740234 || Total time:22.510183095932007 Iteration: 50 || Clusters count: 5 || Log posterior: -261707.6235021142 || Iter Time:0.004667997360229492 || Total time:22.514851093292236 Iteration: 51 || Clusters count: 5 || Log posterior: -261715.28707767406 || Iter Time:0.005239009857177734 || Total time:22.520090103149414 Iteration: 52 || Clusters count: 5 || Log posterior: -261718.81574203074 || Iter Time:0.005141019821166992 || Total time:22.52523112297058 Iteration: 53 || Clusters count: 5 || Log posterior: -261723.3539708109 || Iter Time:0.005173921585083008 || Total time:22.530405044555664 Iteration: 54 || Clusters count: 6 || Log posterior: -261691.89037406954 || Iter Time:0.006571054458618164 || Total time:22.536976099014282 Iteration: 55 || Clusters count: 6 || Log posterior: -261620.21331665045 || Iter Time:0.005002021789550781 || Total time:22.541978120803833 Iteration: 56 || Clusters count: 6 || Log posterior: -261614.8509753283 || Iter Time:0.005658149719238281 || Total time:22.54763627052307 Iteration: 57 || Clusters count: 6 || Log posterior: -261637.36198126522 || Iter Time:0.005088090896606445 || Total time:22.552724361419678 Iteration: 58 || Clusters count: 6 || Log posterior: -261571.2901978829 || Iter Time:0.6294991970062256 || Total time:23.182223558425903 Iteration: 59 || Clusters count: 6 || Log posterior: -261592.6643326871 || Iter Time:0.005945920944213867 || Total time:23.188169479370117 Iteration: 60 || Clusters count: 6 || Log posterior: -261550.1917070792 || Iter Time:0.005650997161865234 || Total time:23.193820476531982 Iteration: 61 || Clusters count: 6 || Log posterior: -261527.54431983226 || Iter Time:0.0056951045989990234 || Total time:23.19951558113098 Iteration: 62 || Clusters count: 6 || Log posterior: -261466.94653524354 || Iter Time:0.0053369998931884766 || Total time:23.20485258102417 Loading and distributing data: 0.000545 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 7 || Log posterior: -261452.97656146568 || Iter Time:0.006585121154785156 || Total time:23.211437702178955 Iteration: 64 || Clusters count: 7 || Log posterior: -261228.78200300055 || Iter Time:0.005727052688598633 || Total time:23.217164754867554 Iteration: 65 || Clusters count: 7 || Log posterior: -261189.6843050641 || Iter Time:0.0056989192962646484 || Total time:23.22286367416382 Iteration: 66 || Clusters count: 7 || Log posterior: -261203.4637102784 || Iter Time:0.005753993988037109 || Total time:23.228617668151855 Iteration: 67 || Clusters count: 7 || Log posterior: -261166.45623572488 || Iter Time:0.005728006362915039 || Total time:23.23434567451477 Iteration: 68 || Clusters count: 7 || Log posterior: -261186.07941826578 || Iter Time:0.005692958831787109 || Total time:23.240038633346558 Iteration: 69 || Clusters count: 8 || Log posterior: -261001.92499543732 || Iter Time:0.0066890716552734375 || Total time:23.24672770500183 Iteration: 70 || Clusters count: 9 || Log posterior: -260744.22031702806 || Iter Time:0.007318973541259766 || Total time:23.25404667854309 Iteration: 71 || Clusters count: 9 || Log posterior: -260664.8183388572 || Iter Time:0.006150960922241211 || Total time:23.260197639465332 Iteration: 72 || Clusters count: 9 || Log posterior: -260661.56819211022 || Iter Time:0.02201700210571289 || Total time:23.282214641571045 Iteration: 73 || Clusters count: 9 || Log posterior: -260635.00704603805 || Iter Time:0.006239891052246094 || Total time:23.28845453262329 Iteration: 74 || Clusters count: 9 || Log posterior: -260610.93106077804 || Iter Time:0.006211042404174805 || Total time:23.294665575027466 Iteration: 75 || Clusters count: 9 || Log posterior: -260612.35301184267 || Iter Time:0.0061969757080078125 || Total time:23.300862550735474 Iteration: 76 || Clusters count: 9 || Log posterior: -260612.77641079613 || Iter Time:0.006195068359375 || Total time:23.30705761909485 Iteration: 77 || Clusters count: 9 || Log posterior: -260614.40075035897 || Iter Time:0.006173133850097656 || Total time:23.313230752944946 Iteration: 78 || Clusters count: 9 || Log posterior: -260593.36112065188 || Iter Time:0.006386995315551758 || Total time:23.319617748260498 Iteration: 79 || Clusters count: 9 || Log posterior: -260604.202259702 || Iter Time:0.0064160823822021484 || Total time:23.3260338306427 Iteration: 80 || Clusters count: 9 || Log posterior: -260602.61884010257 || Iter Time:0.006681919097900391 || Total time:23.3327157497406 Iteration: 81 || Clusters count: 9 || Log posterior: -260620.87713568445 || Iter Time:0.00666499137878418 || Total time:23.339380741119385 Iteration: 82 || Clusters count: 9 || Log posterior: -260596.5877022074 || Iter Time:0.006883144378662109 || Total time:23.346263885498047 Iteration: 83 || Clusters count: 9 || Log posterior: -260509.37556428422 || Iter Time:0.0062868595123291016 || Total time:23.352550745010376 Loading and distributing data: 0.000553 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 9 || Log posterior: -260352.784349275 || Iter Time:0.01872396469116211 || Total time:23.371274709701538 Iteration: 85 || Clusters count: 12 || Log posterior: -259505.59353968356 || Iter Time:0.009625911712646484 || Total time:23.380900621414185 Iteration: 86 || Clusters count: 12 || Log posterior: -259320.71702750277 || Iter Time:0.01752185821533203 || Total time:23.398422479629517 Iteration: 87 || Clusters count: 12 || Log posterior: -259297.18754981496 || Iter Time:0.007776021957397461 || Total time:23.406198501586914 Iteration: 88 || Clusters count: 12 || Log posterior: -259302.31858715706 || Iter Time:0.007821083068847656 || Total time:23.41401958465576 Iteration: 89 || Clusters count: 12 || Log posterior: -259273.68918477118 || Iter Time:0.0078089237213134766 || Total time:23.421828508377075 Iteration: 90 || Clusters count: 12 || Log posterior: -259273.40379688266 || Iter Time:0.007832050323486328 || Total time:23.42966055870056 Iteration: 91 || Clusters count: 12 || Log posterior: -259258.77831968103 || Iter Time:0.007869958877563477 || Total time:23.437530517578125 Iteration: 92 || Clusters count: 12 || Log posterior: -259274.9154822452 || Iter Time:0.00786900520324707 || Total time:23.445399522781372 Iteration: 93 || Clusters count: 12 || Log posterior: -259257.7985614981 || Iter Time:0.011747121810913086 || Total time:23.457146644592285 Iteration: 94 || Clusters count: 12 || Log posterior: -259267.40889958024 || Iter Time:0.007982015609741211 || Total time:23.465128660202026 Iteration: 95 || Clusters count: 12 || Log posterior: -259256.62266516415 || Iter Time:0.007863998413085938 || Total time:23.472992658615112 Iteration: 96 || Clusters count: 12 || Log posterior: -259247.59803002144 || Iter Time:0.00790095329284668 || Total time:23.48089361190796 Iteration: 97 || Clusters count: 12 || Log posterior: -259258.58267818618 || Iter Time:0.0078089237213134766 || Total time:23.488702535629272 Iteration: 98 || Clusters count: 12 || Log posterior: -259264.05101037252 || Iter Time:0.007790088653564453 || Total time:23.496492624282837 Iteration: 99 || Clusters count: 12 || Log posterior: -259261.95768035014 || Iter Time:0.007789134979248047 || Total time:23.504281759262085 Iteration: 100 || Clusters count: 12 || Log posterior: -259250.4155060627 || Iter Time:0.012892007827758789 || Total time:23.517173767089844 Iteration: 101 || Clusters count: 12 || Log posterior: -259251.71682988657 || Iter Time:0.009351968765258789 || Total time:23.526525735855103 Iteration: 102 || Clusters count: 12 || Log posterior: -259241.2519081376 || Iter Time:0.009596109390258789 || Total time:23.53612184524536 Iteration: 103 || Clusters count: 12 || Log posterior: -259247.28602069805 || Iter Time:0.010478973388671875 || Total time:23.546600818634033 Iteration: 104 || Clusters count: 12 || Log posterior: -259201.8517465011 || Iter Time:0.009352922439575195 || Total time:23.55595374107361 Loading and distributing data: 0.000552 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 15 || Log posterior: -257952.8983257398 || Iter Time:0.014015913009643555 || Total time:23.569969654083252 Iteration: 106 || Clusters count: 16 || Log posterior: -257460.05766648392 || Iter Time:0.010294198989868164 || Total time:23.58026385307312 Iteration: 107 || Clusters count: 16 || Log posterior: -257415.88462864253 || Iter Time:0.009285211563110352 || Total time:23.58954906463623 Iteration: 108 || Clusters count: 16 || Log posterior: -257409.63010650387 || Iter Time:0.011950969696044922 || Total time:23.601500034332275 Iteration: 109 || Clusters count: 16 || Log posterior: -257400.53071640243 || Iter Time:0.009356975555419922 || Total 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-256145.22301635405 || Iter Time:0.015355825424194336 || Total time:23.880459785461426 Iteration: 131 || Clusters count: 20 || Log posterior: -256137.4743892471 || Iter Time:0.01552581787109375 || Total time:23.89598560333252 Iteration: 132 || Clusters count: 20 || Log posterior: -256120.07516497152 || Iter Time:0.018284082412719727 || Total time:23.91426968574524 Iteration: 133 || Clusters count: 20 || Log posterior: -256119.51270293328 || Iter Time:0.015251874923706055 || Total time:23.929521560668945 Iteration: 134 || Clusters count: 20 || Log posterior: -256122.98981743676 || Iter Time:0.01565408706665039 || Total time:23.945175647735596 Iteration: 135 || Clusters count: 20 || Log posterior: -256119.51270293328 || Iter Time:0.018316984176635742 || Total time:23.96349263191223 Iteration: 136 || Clusters count: 20 || Log posterior: -256130.8399468358 || Iter Time:0.015097856521606445 || Total time:23.978590488433838 Iteration: 137 || Clusters count: 20 || Log posterior: 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-256123.22443821948 || Iter Time:0.021051883697509766 || Total time:24.125990390777588 Iteration: 145 || Clusters count: 20 || Log posterior: -256126.82205780843 || Iter Time:0.025552034378051758 || Total time:24.15154242515564 Iteration: 146 || Clusters count: 20 || Log posterior: -256123.50230285845 || Iter Time:0.01899099349975586 || Total time:24.170533418655396 Loading and distributing data: 0.000548 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -256269.12476231376 || Iter Time:0.02034306526184082 || Total time:24.190876483917236 Iteration: 148 || Clusters count: 20 || Log posterior: -256263.97069639285 || Iter Time:0.024419069290161133 || Total time:24.215295553207397 Iteration: 149 || Clusters count: 20 || Log posterior: -256243.36400978192 || Iter Time:0.021618127822875977 || Total time:24.236913681030273 Iteration: 150 || Clusters count: 20 || Log posterior: -256250.5566878635 || Iter Time:0.024888992309570312 || Total 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time:24.600754737854004 Iteration: 165 || Clusters count: 20 || Log posterior: -256248.94502296692 || Iter Time:0.021711111068725586 || Total time:24.62246584892273 Iteration: 166 || Clusters count: 20 || Log posterior: -256244.0259534525 || Iter Time:0.02213001251220703 || Total time:24.644595861434937 Iteration: 167 || Clusters count: 20 || Log posterior: -256244.0259534525 || Iter Time:0.02402186393737793 || Total time:24.668617725372314 Loading and distributing data: 0.000576 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -256644.05638289812 || Iter Time:0.02207183837890625 || Total time:24.69068956375122 Iteration: 169 || Clusters count: 20 || Log posterior: -256588.5325868135 || Iter Time:0.024127960205078125 || Total time:24.7148175239563 Iteration: 170 || Clusters count: 20 || Log posterior: -256583.22843507762 || Iter Time:0.02053999900817871 || Total time:24.735357522964478 Iteration: 171 || Clusters count: 20 || Log posterior: -256583.68458312948 || Iter Time:0.020646095275878906 || Total time:24.756003618240356 Iteration: 172 || Clusters count: 20 || Log posterior: -256585.6124783118 || Iter Time:0.023877859115600586 || Total time:24.779881477355957 Iteration: 173 || Clusters count: 20 || Log posterior: -256601.79284283658 || Iter Time:0.02033209800720215 || Total time:24.80021357536316 Iteration: 174 || Clusters count: 20 || Log posterior: -256603.42506735245 || Iter Time:0.024126052856445312 || Total time:24.824339628219604 Iteration: 175 || Clusters count: 20 || Log posterior: -256591.28136878443 || Iter Time:0.022367000579833984 || Total time:24.84670662879944 Iteration: 176 || Clusters count: 20 || Log posterior: -256585.5597869548 || Iter Time:0.02596902847290039 || Total time:24.87267565727234 Iteration: 177 || Clusters count: 20 || Log posterior: -256585.37107788137 || Iter Time:0.021106958389282227 || Total time:24.89378261566162 Iteration: 178 || Clusters count: 20 || Log posterior: -256587.38467508875 || Iter Time:0.020216941833496094 || Total time:24.913999557495117 Iteration: 179 || Clusters count: 20 || Log posterior: -256579.23397451302 || Iter Time:0.02441692352294922 || Total time:24.938416481018066 Iteration: 180 || Clusters count: 20 || Log posterior: -256588.33702635602 || Iter Time:0.022658109664916992 || Total time:24.961074590682983 Iteration: 181 || Clusters count: 20 || Log posterior: -256579.48343868583 || Iter Time:0.025154829025268555 || Total time:24.986229419708252 Iteration: 182 || Clusters count: 20 || Log posterior: -256579.42489645976 || Iter Time:0.020798921585083008 || Total time:25.007028341293335 Iteration: 183 || Clusters count: 20 || Log posterior: -256584.21099547285 || Iter Time:0.02126598358154297 || Total time:25.028294324874878 Iteration: 184 || Clusters count: 20 || Log posterior: -256583.82518251866 || Iter Time:0.023647069931030273 || Total time:25.051941394805908 Iteration: 185 || Clusters count: 20 || Log posterior: -256580.6493101601 || Iter Time:0.021447181701660156 || Total time:25.07338857650757 Iteration: 186 || Clusters count: 20 || Log posterior: -256586.2346153508 || Iter Time:0.02711200714111328 || Total time:25.10050058364868 Iteration: 187 || Clusters count: 20 || Log posterior: -256583.43923093277 || Iter Time:0.022244930267333984 || Total time:25.122745513916016 Iteration: 188 || Clusters count: 20 || Log posterior: -256579.7237722912 || Iter Time:0.03189396858215332 || Total time:25.15463948249817 Loading and distributing data: 0.000850 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -256542.0884936983 || Iter Time:0.023540019989013672 || Total time:25.178179502487183 Iteration: 190 || Clusters count: 20 || Log posterior: -256524.92014457218 || Iter Time:0.02133011817932129 || Total time:25.199509620666504 Iteration: 191 || Clusters count: 20 || Log posterior: -256522.23427429478 || Iter Time:0.028751134872436523 || Total time:25.22826075553894 Iteration: 192 || Clusters count: 20 || Log posterior: -256511.0776474151 || Iter Time:0.0186309814453125 || Total time:25.246891736984253 Iteration: 193 || Clusters count: 20 || Log posterior: -256415.42819814163 || Iter Time:0.01836085319519043 || Total time:25.265252590179443 Iteration: 194 || Clusters count: 20 || Log posterior: -256421.13896435313 || Iter Time:0.021266937255859375 || Total time:25.286519527435303 Iteration: 195 || Clusters count: 20 || Log posterior: -256415.5914078952 || Iter Time:0.017893075942993164 || Total time:25.304412603378296 Iteration: 196 || Clusters count: 20 || Log posterior: -256419.58980940285 || Iter Time:0.0211029052734375 || Total time:25.325515508651733 Iteration: 197 || Clusters count: 20 || Log posterior: -256424.99178432266 || Iter Time:0.017740964889526367 || Total time:25.34325647354126 Iteration: 198 || Clusters count: 20 || Log posterior: -256414.77766867605 || Iter Time:0.01767897605895996 || Total time:25.36093544960022 Iteration: 199 || Clusters count: 20 || Log posterior: -256415.87038091966 || Iter Time:0.11434507369995117 || Total time:25.47528052330017 Iteration: 200 || Clusters count: 20 || Log posterior: -256413.07495377254 || Iter Time:0.017308950424194336 || Total time:25.492589473724365 Iteration: 201 || Clusters count: 20 || Log posterior: -256424.45820072677 || Iter Time:0.017550945281982422 || Total time:25.510140419006348 Iteration: 202 || Clusters count: 20 || Log posterior: -256418.69122201332 || Iter Time:0.36119890213012695 || Total time:25.871339321136475 Iteration: 203 || Clusters count: 20 || Log posterior: -256410.53514759397 || Iter Time:0.017323017120361328 || Total time:25.888662338256836 Iteration: 204 || Clusters count: 20 || Log posterior: -256420.04692507297 || Iter Time:0.020208120346069336 || Total time:25.908870458602905 Iteration: 205 || Clusters count: 20 || Log posterior: -256408.59124077356 || Iter Time:0.021797895431518555 || Total time:25.930668354034424 Iteration: 206 || Clusters count: 20 || Log posterior: -256427.00644048827 || Iter Time:0.02178812026977539 || Total time:25.9524564743042 Iteration: 207 || Clusters count: 20 || Log posterior: -256417.60307786512 || Iter Time:0.0221560001373291 || Total time:25.97461247444153 Iteration: 208 || Clusters count: 20 || Log posterior: -256416.52580001863 || Iter Time:0.021332979202270508 || Total time:25.9959454536438 Iteration: 209 || Clusters count: 20 || Log posterior: -256408.19708831795 || Iter Time:0.019921064376831055 || Total time:26.01586651802063 NMI: 0.7402763319118982 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m24.1s [75957, 147092, 38469, 20780, 87210, 9956, 122276, 6198, 10183, 71648, 30829, 41418, 7769, 24431, 88128, 42230, 77956, 2336, 70234, 24900] Loading and distributing data: 0.000333 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6955.150472809868 || Iter Time:4.763587951660156 || Total time:4.763587951660156 Iteration: 1 || Clusters count: 1 || Log posterior: -6955.150472809868 || Iter Time:0.0032439231872558594 || Total time:4.766831874847412 Iteration: 2 || Clusters count: 1 || Log posterior: -6955.150472809868 || Iter Time:0.002808809280395508 || Total time:4.769640684127808 Iteration: 3 || Clusters count: 1 || Log posterior: -6955.150472809868 || Iter Time:0.0028951168060302734 || Total time:4.772535800933838 Iteration: 4 || Clusters count: 1 || Log posterior: -6955.150472809868 || Iter Time:0.002685070037841797 || Total time:4.77522087097168 Iteration: 5 || Clusters count: 1 || Log posterior: -6955.150472809868 || Iter Time:0.0024929046630859375 || Total time:4.777713775634766 Iteration: 6 || Clusters count: 1 || Log posterior: -6955.150472809868 || Iter Time:0.0024521350860595703 || Total time:4.780165910720825 Iteration: 7 || Clusters count: 1 || Log posterior: -6955.150472809868 || Iter Time:0.0023419857025146484 || Total time:4.78250789642334 Iteration: 8 || Clusters count: 1 || Log posterior: -6955.150472809868 || Iter Time:0.12367606163024902 || Total time:4.906183958053589 Iteration: 9 || Clusters count: 1 || Log posterior: -6955.150472809868 || Iter Time:0.0029630661010742188 || Total time:4.909147024154663 Iteration: 10 || Clusters count: 1 || Log posterior: -6955.150472809868 || Iter Time:0.0026569366455078125 || Total time:4.911803960800171 Iteration: 11 || Clusters count: 1 || Log posterior: -6955.150472809868 || Iter Time:0.0025038719177246094 || Total time:4.9143078327178955 Iteration: 12 || Clusters count: 1 || Log posterior: -6955.150472809868 || Iter Time:0.0026140213012695312 || Total time:4.916921854019165 Iteration: 13 || Clusters count: 1 || Log posterior: -6955.150472809868 || Iter Time:0.00257110595703125 || Total time:4.919492959976196 Iteration: 14 || Clusters count: 1 || Log posterior: -6955.150472809868 || Iter Time:0.002608060836791992 || 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Iteration: 22 || Clusters count: 2 || Log posterior: -6944.8914937902255 || Iter Time:0.002972126007080078 || Total time:4.980249404907227 Iteration: 23 || Clusters count: 2 || Log posterior: -6951.121023843394 || Iter Time:0.0028281211853027344 || Total time:4.983077526092529 Iteration: 24 || Clusters count: 2 || Log posterior: -6934.994286231642 || Iter Time:0.0028989315032958984 || Total time:4.985976457595825 Iteration: 25 || Clusters count: 2 || Log posterior: -6941.076184486323 || Iter Time:0.0029239654541015625 || Total time:4.988900423049927 Iteration: 26 || Clusters count: 4 || Log posterior: -6600.172514098438 || Iter Time:0.008774042129516602 || Total time:4.997674465179443 Iteration: 27 || Clusters count: 4 || Log posterior: -6528.698950142011 || Iter Time:0.0037751197814941406 || Total time:5.0014495849609375 Iteration: 28 || Clusters count: 4 || Log posterior: -6500.757172859332 || Iter Time:0.003712177276611328 || Total time:5.005161762237549 Iteration: 29 || Clusters count: 4 || Log posterior: -6549.534222159538 || Iter Time:0.003702878952026367 || Total time:5.008864641189575 Iteration: 30 || Clusters count: 4 || Log posterior: -6428.420068037023 || Iter Time:1.1907410621643066 || Total time:6.199605703353882 false [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4] Loading and distributing data: 0.000237 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 4 || Log posterior: 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Loading and distributing data: 0.000119 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 6 || Log posterior: -5380.4370810031505 || Iter Time:0.005835056304931641 || Total time:6.2853851318359375 Iteration: 44 || Clusters count: 6 || Log posterior: -5282.030474521534 || Iter Time:0.006951808929443359 || Total time:6.292336940765381 Loading and distributing data: 0.000137 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 7 || Log posterior: -5088.179449803104 || Iter Time:0.005654096603393555 || Total time:6.297991037368774 Iteration: 46 || Clusters count: 7 || Log posterior: -5011.85065967915 || Iter Time:0.007547140121459961 || Total time:6.305538177490234 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 8 || Log posterior: -4907.991705575379 || Iter Time:0.006134986877441406 || Total time:6.311673164367676 Iteration: 48 || Clusters count: 8 || Log posterior: -4835.147013645153 || 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Iteration: 149 || Clusters count: 12 || Log posterior: -4274.577525238962 || Iter Time:0.014360189437866211 || Total time:7.761457204818726 Iteration: 150 || Clusters count: 12 || Log posterior: -4245.966205280405 || Iter Time:0.018168926239013672 || Total time:7.779626131057739 Loading and distributing data: 0.000136 seconds (128 allocations: 13.180 KiB) Iteration: 151 || Clusters count: 12 || Log posterior: -4260.825523001538 || Iter Time:0.014832019805908203 || Total time:7.7944581508636475 Iteration: 152 || Clusters count: 12 || Log posterior: -4207.432113298408 || Iter Time:0.018756866455078125 || Total time:7.813215017318726 Loading and distributing data: 0.000131 seconds (128 allocations: 13.180 KiB) Iteration: 153 || Clusters count: 12 || Log posterior: -4269.535308648168 || Iter Time:0.014195919036865234 || Total time:7.827410936355591 Iteration: 154 || Clusters count: 12 || Log posterior: -4234.981459224151 || Iter Time:0.018296003341674805 || Total time:7.845706939697266 Loading and distributing data: 0.000128 seconds (128 allocations: 13.180 KiB) Iteration: 155 || Clusters count: 13 || Log posterior: -4298.219145934995 || Iter Time:0.015892982482910156 || Total time:7.861599922180176 Iteration: 156 || Clusters count: 13 || Log posterior: -4245.77616421338 || Iter Time:0.01981210708618164 || Total time:7.881412029266357 Loading and distributing data: 0.000131 seconds (128 allocations: 13.180 KiB) Iteration: 157 || Clusters count: 13 || Log posterior: -4220.72141041209 || Iter Time:0.013529062271118164 || Total time:7.894941091537476 Iteration: 158 || Clusters count: 13 || Log posterior: -4201.7176201192915 || Iter Time:0.01730489730834961 || Total time:7.912245988845825 Loading and distributing data: 0.000125 seconds (128 allocations: 13.180 KiB) Iteration: 159 || Clusters count: 13 || Log posterior: -4290.898355782985 || Iter Time:0.013501167297363281 || Total time:7.9257471561431885 Iteration: 160 || Clusters count: 13 || Log posterior: 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Iteration: 405 || Clusters count: 15 || Log posterior: -4109.849573919264 || Iter Time:0.010478973388671875 || Total time:12.531321287155151 Iteration: 406 || Clusters count: 15 || Log posterior: -4070.591351477151 || Iter Time:0.013509988784790039 || Total time:12.544831275939941 Loading and distributing data: 0.000094 seconds (129 allocations: 13.195 KiB) Iteration: 407 || Clusters count: 15 || Log posterior: -4093.4852273974348 || Iter Time:0.010503053665161133 || Total time:12.555334329605103 Iteration: 408 || Clusters count: 15 || Log posterior: -4075.0129994229646 || Iter Time:0.017675161361694336 || Total time:12.573009490966797 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 409 || Clusters count: 15 || Log posterior: -4101.227828216704 || Iter Time:0.018006086349487305 || Total time:12.591015577316284 Iteration: 410 || Clusters count: 15 || Log posterior: -4060.349288969405 || Iter Time:0.023478031158447266 || Total 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Iteration: 571 || Clusters count: 15 || Log posterior: -4063.009906207228 || Iter Time:0.01747608184814453 || Total time:15.636892557144165 Iteration: 572 || Clusters count: 15 || Log posterior: -4032.3523478326124 || Iter Time:0.02228403091430664 || Total time:15.659176588058472 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 573 || Clusters count: 15 || Log posterior: -4087.4566346061815 || Iter Time:0.017222166061401367 || Total time:15.676398754119873 Iteration: 574 || Clusters count: 15 || Log posterior: -4069.8699987703767 || Iter Time:0.022280216217041016 || Total time:15.698678970336914 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 575 || Clusters count: 15 || Log posterior: -4055.2064394217523 || Iter Time:0.01726388931274414 || Total time:15.715942859649658 Iteration: 576 || Clusters count: 15 || Log posterior: -4040.607458487842 || Iter Time:0.02206110954284668 || Total 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Iteration: 593 || Clusters count: 15 || Log posterior: -4077.962280253541 || Iter Time:0.018733978271484375 || Total time:16.094562768936157 Iteration: 594 || Clusters count: 15 || Log posterior: -4060.038394889331 || Iter Time:0.022591114044189453 || Total time:16.117153882980347 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 595 || Clusters count: 15 || Log posterior: -4103.541448476729 || Iter Time:0.018264055252075195 || Total time:16.135417938232422 Iteration: 596 || Clusters count: 15 || Log posterior: -4056.54743205062 || Iter Time:0.023085832595825195 || Total time:16.158503770828247 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 597 || Clusters count: 15 || Log posterior: -4109.239606361796 || Iter Time:0.018365144729614258 || Total time:16.17686891555786 Iteration: 598 || Clusters count: 15 || Log posterior: -4076.6101545979773 || Iter Time:0.022799015045166016 || Total time:16.199667930603027 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Iteration: 765 || Clusters count: 14 || Log posterior: -4081.922839916101 || Iter Time:0.017665863037109375 || Total time:19.94037127494812 Iteration: 766 || Clusters count: 14 || Log posterior: -4043.061580469387 || Iter Time:0.022569894790649414 || Total time:19.96294116973877 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 767 || Clusters count: 15 || Log posterior: -4062.1404674611567 || Iter Time:0.0185549259185791 || Total time:19.98149609565735 Iteration: 768 || Clusters count: 15 || Log posterior: -4021.239985466211 || Iter Time:0.023366928100585938 || Total time:20.004863023757935 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 769 || Clusters count: 15 || Log posterior: -4093.6184364297833 || Iter Time:0.01732802391052246 || Total time:20.022191047668457 Iteration: 770 || Clusters count: 15 || Log posterior: -4069.5448384920887 || Iter Time:0.021677017211914062 || Total time:20.04386806488037 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Iteration: 837 || Clusters count: 15 || Log posterior: -4039.4059805144434 || Iter Time:0.01990985870361328 || Total time:21.532762050628662 Iteration: 838 || Clusters count: 15 || Log posterior: -4031.2100762983814 || Iter Time:0.024459123611450195 || Total time:21.557221174240112 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 839 || Clusters count: 15 || Log posterior: -4073.038641285438 || Iter Time:0.019454002380371094 || Total time:21.576675176620483 Iteration: 840 || Clusters count: 15 || Log posterior: -4055.2839805591557 || Iter Time:0.030439138412475586 || Total time:21.60711431503296 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 841 || Clusters count: 15 || Log posterior: -4060.0465232741585 || Iter Time:0.020588159561157227 || Total time:21.627702474594116 Iteration: 842 || Clusters count: 15 || Log posterior: -4055.2987194780376 || Iter Time:0.023245811462402344 || Total 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Iteration: 1025 || Clusters count: 15 || Log posterior: -4094.6541327608397 || Iter Time:0.018574953079223633 || Total time:25.719279527664185 Iteration: 1026 || Clusters count: 15 || Log posterior: -4071.9328158407907 || Iter Time:0.02333211898803711 || Total time:25.74261164665222 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1027 || Clusters count: 15 || Log posterior: -4111.750593460459 || Iter Time:0.01803112030029297 || Total time:25.760642766952515 Iteration: 1028 || Clusters count: 15 || Log posterior: -4064.112156272425 || Iter Time:0.023573875427246094 || Total time:25.78421664237976 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1029 || Clusters count: 15 || Log posterior: -4096.307155847971 || Iter Time:0.018887996673583984 || Total time:25.803104639053345 Iteration: 1030 || Clusters count: 15 || Log posterior: -4066.728593709682 || Iter Time:0.023446083068847656 || Total 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15 || Log posterior: -4042.2147011650754 || Iter Time:0.024190902709960938 || Total time:27.949542999267578 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1125 || Clusters count: 15 || Log posterior: -4134.98599203034 || Iter Time:0.019652843475341797 || Total time:27.96919584274292 Iteration: 1126 || Clusters count: 15 || Log posterior: -4085.6886667827644 || Iter Time:0.02433300018310547 || Total time:27.993528842926025 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1127 || Clusters count: 15 || Log posterior: -4128.682920205437 || Iter Time:0.01942610740661621 || Total time:28.01295495033264 Iteration: 1128 || Clusters count: 15 || Log posterior: -4084.8442927121127 || Iter Time:0.02309894561767578 || Total time:28.036053895950317 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1129 || Clusters count: 15 || Log posterior: -4106.525916049721 || Iter 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Iteration: 1135 || Clusters count: 15 || Log posterior: -4094.7274595384497 || Iter Time:0.01906108856201172 || Total time:28.187180280685425 Iteration: 1136 || Clusters count: 15 || Log posterior: -4063.966719861115 || Iter Time:0.023576974868774414 || Total time:28.2107572555542 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1137 || Clusters count: 15 || Log posterior: -4084.3687450950556 || Iter Time:0.01942610740661621 || Total time:28.230183362960815 Iteration: 1138 || Clusters count: 15 || Log posterior: -4046.2595619486615 || Iter Time:0.023823976516723633 || Total time:28.25400733947754 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1139 || Clusters count: 15 || Log posterior: -4080.569759006798 || Iter Time:0.018187999725341797 || Total time:28.27219533920288 Iteration: 1140 || Clusters count: 15 || Log posterior: -4034.0690717143584 || Iter Time:0.04246997833251953 || Total 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Iteration: 1157 || Clusters count: 15 || Log posterior: -4114.62617181335 || Iter Time:0.0193941593170166 || Total time:28.682100296020508 Iteration: 1158 || Clusters count: 15 || Log posterior: -4077.06196803591 || Iter Time:0.023765087127685547 || Total time:28.705865383148193 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1159 || Clusters count: 15 || Log posterior: -4132.989651247496 || Iter Time:0.01976299285888672 || Total time:28.72562837600708 Iteration: 1160 || Clusters count: 15 || Log posterior: -4095.520903220971 || Iter Time:0.02445697784423828 || Total time:28.75008535385132 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1161 || Clusters count: 15 || Log posterior: -4160.768017893451 || Iter Time:0.019366025924682617 || Total time:28.769451379776 Iteration: 1162 || Clusters count: 15 || Log posterior: -4095.8329699251813 || Iter Time:0.025185108184814453 || Total time:28.794636487960815 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-4005.489992457044 || Iter Time:0.023356914520263672 || Total time:29.441609382629395 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1191 || Clusters count: 15 || Log posterior: -4082.09310163146 || Iter Time:0.019613027572631836 || Total time:29.461222410202026 Iteration: 1192 || Clusters count: 15 || Log posterior: -4047.335382880698 || Iter Time:0.024734973907470703 || Total time:29.485957384109497 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1193 || Clusters count: 15 || Log posterior: -4077.3573998441934 || Iter Time:0.018416881561279297 || Total time:29.504374265670776 Iteration: 1194 || Clusters count: 15 || Log posterior: -4049.285412690067 || Iter Time:0.0252840518951416 || Total time:29.529658317565918 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1195 || Clusters count: 15 || Log posterior: -4061.9170232740357 || Iter Time:0.021832942962646484 || 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Clusters count: 15 || Log posterior: -4100.927981931775 || Iter Time:0.018938064575195312 || Total time:30.178296089172363 Iteration: 1224 || Clusters count: 15 || Log posterior: -4070.5646791283257 || Iter Time:0.022858142852783203 || Total time:30.201154232025146 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1225 || Clusters count: 16 || Log posterior: -4120.301714249101 || Iter Time:0.017546892166137695 || Total time:30.218701124191284 Iteration: 1226 || Clusters count: 15 || Log posterior: -4082.8915073151315 || Iter Time:0.022337913513183594 || Total time:30.241039037704468 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1227 || Clusters count: 15 || Log posterior: -4110.014952800716 || Iter Time:0.016618013381958008 || Total time:30.257657051086426 Iteration: 1228 || Clusters count: 15 || Log posterior: -4076.971021102361 || Iter Time:0.021806001663208008 || Total time:30.279463052749634 Loading 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Iteration: 1317 || Clusters count: 15 || Log posterior: -4097.5043009755855 || Iter Time:0.01985311508178711 || Total time:32.72217345237732 Iteration: 1318 || Clusters count: 15 || Log posterior: -4088.490566295179 || Iter Time:0.024348020553588867 || Total time:32.74652147293091 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1319 || Clusters count: 15 || Log posterior: -4070.9806160336198 || Iter Time:0.01932215690612793 || Total time:32.765843629837036 Iteration: 1320 || Clusters count: 15 || Log posterior: -4048.3046657194027 || Iter Time:0.024439096450805664 || Total time:32.79028272628784 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1321 || Clusters count: 16 || Log posterior: -4095.2955291863823 || Iter Time:0.02129197120666504 || Total time:32.81157469749451 Iteration: 1322 || Clusters count: 15 || Log posterior: -4069.0141875362992 || Iter Time:0.023890972137451172 || Total 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Iteration: 1339 || Clusters count: 15 || Log posterior: -4168.597089755413 || Iter Time:0.01745891571044922 || Total time:33.19005608558655 Iteration: 1340 || Clusters count: 15 || Log posterior: -4134.230936653136 || Iter Time:0.02205801010131836 || Total time:33.212114095687866 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1341 || Clusters count: 15 || Log posterior: -4111.947142062288 || Iter Time:0.017930030822753906 || Total time:33.23004412651062 Iteration: 1342 || Clusters count: 15 || Log posterior: -4076.7799378237423 || Iter Time:0.02326798439025879 || Total time:33.25331211090088 Loading and distributing data: 0.000159 seconds (129 allocations: 13.195 KiB) Iteration: 1343 || Clusters count: 15 || Log posterior: -4051.5266629175767 || Iter Time:0.019392013549804688 || Total time:33.272704124450684 Iteration: 1344 || Clusters count: 15 || Log posterior: -4036.229658950372 || Iter Time:0.024153947830200195 || Total 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Iteration: 1383 || Clusters count: 15 || Log posterior: -4118.402119836555 || Iter Time:0.02197408676147461 || Total time:34.21639394760132 Iteration: 1384 || Clusters count: 15 || Log posterior: -4080.3822338512687 || Iter Time:0.026360034942626953 || Total time:34.242753982543945 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1385 || Clusters count: 15 || Log posterior: -4119.979185896181 || Iter Time:0.020231008529663086 || Total time:34.26298499107361 Iteration: 1386 || Clusters count: 15 || Log posterior: -4085.7117211719024 || Iter Time:0.024643898010253906 || Total time:34.28762888908386 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1387 || Clusters count: 15 || Log posterior: -4093.0545868590007 || Iter Time:0.018992900848388672 || Total time:34.30662178993225 Iteration: 1388 || Clusters count: 15 || Log posterior: -4059.936470883987 || Iter Time:0.02525615692138672 || Total 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Iteration: 1427 || Clusters count: 15 || Log posterior: -4038.1872616871156 || Iter Time:0.01866912841796875 || Total time:35.290961027145386 Iteration: 1428 || Clusters count: 15 || Log posterior: -4021.46875352403 || Iter Time:0.02534794807434082 || Total time:35.31630897521973 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1429 || Clusters count: 15 || Log posterior: -4053.014417823685 || Iter Time:0.02034616470336914 || Total time:35.336655139923096 Iteration: 1430 || Clusters count: 15 || Log posterior: -4029.6112172021467 || Iter Time:0.024228811264038086 || Total time:35.360883951187134 Loading and distributing data: 0.000161 seconds (129 allocations: 13.195 KiB) Iteration: 1431 || Clusters count: 15 || Log posterior: -4095.1243194123253 || Iter Time:0.018977880477905273 || Total time:35.37986183166504 Iteration: 1432 || Clusters count: 15 || Log posterior: -4061.218944374472 || Iter Time:0.024621963500976562 || Total 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Iteration: 1471 || Clusters count: 15 || Log posterior: -4104.369982831774 || Iter Time:0.01866006851196289 || Total time:36.30026817321777 Iteration: 1472 || Clusters count: 15 || Log posterior: -4084.9144455943037 || Iter Time:0.02241683006286621 || Total time:36.32268500328064 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1473 || Clusters count: 15 || Log posterior: -4100.951854117809 || Iter Time:0.017978906631469727 || Total time:36.34066390991211 Iteration: 1474 || Clusters count: 15 || Log posterior: -4081.122977500789 || Iter Time:0.022544145584106445 || Total time:36.363208055496216 Loading and distributing data: 0.000168 seconds (129 allocations: 13.195 KiB) Iteration: 1475 || Clusters count: 16 || Log posterior: -4069.907583936976 || Iter Time:0.019791126251220703 || Total time:36.38299918174744 Iteration: 1476 || Clusters count: 15 || Log posterior: -4032.447206521307 || Iter Time:0.021577119827270508 || Total 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Iteration: 1493 || Clusters count: 15 || Log posterior: -4161.17328636852 || Iter Time:0.01837301254272461 || Total time:36.749014139175415 Iteration: 1494 || Clusters count: 15 || Log posterior: -4127.142329203489 || Iter Time:0.023624897003173828 || Total time:36.77263903617859 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1495 || Clusters count: 15 || Log posterior: -4172.995585241465 || Iter Time:0.018418073654174805 || Total time:36.791057109832764 Iteration: 1496 || Clusters count: 15 || Log posterior: -4136.06354629233 || Iter Time:0.02362990379333496 || Total time:36.8146870136261 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1497 || Clusters count: 15 || Log posterior: -4166.243803170984 || Iter Time:0.018857955932617188 || Total time:36.833544969558716 Iteration: 1498 || Clusters count: 15 || Log posterior: -4134.179962659044 || Iter Time:0.02249312400817871 || Total time:36.856038093566895 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-4068.8565512788723 || Iter Time:0.016060829162597656 || Total time:38.157533168792725 Iteration: 1560 || Clusters count: 15 || Log posterior: -4032.84039910599 || Iter Time:0.021635055541992188 || Total time:38.17916822433472 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1561 || Clusters count: 15 || Log posterior: -4057.2407516402136 || Iter Time:0.0163421630859375 || Total time:38.195510387420654 Iteration: 1562 || Clusters count: 15 || Log posterior: -4034.5013052576874 || Iter Time:0.022034883499145508 || Total time:38.2175452709198 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1563 || Clusters count: 15 || Log posterior: -4147.052781952575 || Iter Time:0.019600868225097656 || Total time:38.2371461391449 Iteration: 1564 || Clusters count: 15 || Log posterior: -4114.134641216905 || Iter Time:0.023328065872192383 || Total time:38.26047420501709 Loading and distributing data: 0.000131 seconds (129 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Iteration: 1703 || Clusters count: 15 || Log posterior: -4128.12251124258 || Iter Time:0.01953887939453125 || Total time:41.290040254592896 Iteration: 1704 || Clusters count: 15 || Log posterior: -4095.9857723620757 || Iter Time:0.0236971378326416 || Total time:41.31373739242554 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1705 || Clusters count: 15 || Log posterior: -4138.8681709326065 || Iter Time:0.019497156143188477 || Total time:41.333234548568726 Iteration: 1706 || Clusters count: 15 || Log posterior: -4115.079220820387 || Iter Time:0.02291083335876465 || Total time:41.35614538192749 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1707 || Clusters count: 15 || Log posterior: -4102.501304906143 || Iter Time:0.017544984817504883 || Total time:41.373690366744995 Iteration: 1708 || Clusters count: 15 || Log posterior: -4056.705989326261 || Iter Time:0.021433115005493164 || Total 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Iteration: 1791 || Clusters count: 15 || Log posterior: -4134.810458337303 || Iter Time:0.01663994789123535 || Total time:43.25201749801636 Iteration: 1792 || Clusters count: 15 || Log posterior: -4103.1542584776225 || Iter Time:0.020849943161010742 || Total time:43.27286744117737 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1793 || Clusters count: 15 || Log posterior: -4112.498156361964 || Iter Time:0.013602972030639648 || Total time:43.28647041320801 Iteration: 1794 || Clusters count: 15 || Log posterior: -4070.643714673086 || Iter Time:0.02025914192199707 || Total time:43.306729555130005 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1795 || Clusters count: 15 || Log posterior: -4105.389642444765 || Iter Time:0.01752781867980957 || Total time:43.324257373809814 Iteration: 1796 || Clusters count: 15 || Log posterior: -4084.9683053108974 || Iter Time:0.02087998390197754 || Total 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Iteration: 1813 || Clusters count: 15 || Log posterior: -4085.8588912324367 || Iter Time:0.020740985870361328 || Total time:43.75017476081848 Iteration: 1814 || Clusters count: 15 || Log posterior: -4072.3762106281283 || Iter Time:0.025770902633666992 || Total time:43.77594566345215 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1815 || Clusters count: 15 || Log posterior: -4006.7362364645323 || Iter Time:0.01939702033996582 || Total time:43.795342683792114 Iteration: 1816 || Clusters count: 15 || Log posterior: -3983.7985343027544 || Iter Time:0.02462911605834961 || Total time:43.819971799850464 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1817 || Clusters count: 15 || Log posterior: -4052.4825334862157 || Iter Time:0.01939702033996582 || Total time:43.83936882019043 Iteration: 1818 || Clusters count: 15 || Log posterior: -4025.012347247612 || Iter Time:0.023732900619506836 || Total 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|| Log posterior: -4058.6219807509297 || Iter Time:0.0235140323638916 || Total time:43.99196767807007 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1825 || Clusters count: 15 || Log posterior: -4081.416090758851 || Iter Time:0.019212961196899414 || Total time:44.01118063926697 Iteration: 1826 || Clusters count: 15 || Log posterior: -4060.183864769674 || Iter Time:0.04699397087097168 || Total time:44.05817461013794 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1827 || Clusters count: 15 || Log posterior: -4095.92043204969 || Iter Time:0.019052982330322266 || Total time:44.07722759246826 Iteration: 1828 || Clusters count: 15 || Log posterior: -4059.941502879785 || Iter Time:0.0235898494720459 || Total time:44.10081744194031 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1829 || Clusters count: 15 || Log posterior: -4084.6449433527587 || Iter 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Iteration: 1835 || Clusters count: 15 || Log posterior: -4087.4487025574067 || Iter Time:0.020067930221557617 || Total time:44.255759477615356 Iteration: 1836 || Clusters count: 15 || Log posterior: -4064.307778301362 || Iter Time:0.025046110153198242 || Total time:44.280805587768555 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1837 || Clusters count: 15 || Log posterior: -4135.750813709932 || Iter Time:0.020761966705322266 || Total time:44.30156755447388 Iteration: 1838 || Clusters count: 15 || Log posterior: -4087.8199715007445 || Iter Time:0.024065017700195312 || Total time:44.32563257217407 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 15 || Log posterior: -4089.317804520632 || Iter Time:0.019052982330322266 || Total time:44.344685554504395 Iteration: 1840 || Clusters count: 15 || Log posterior: -4058.4264836164966 || Iter Time:0.02424907684326172 || Total 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15 || Log posterior: -4041.9922197712453 || Iter Time:0.02539992332458496 || Total time:44.49918556213379 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 15 || Log posterior: -4022.985544638415 || Iter Time:0.02003192901611328 || Total time:44.5192174911499 Iteration: 1848 || Clusters count: 15 || Log posterior: -4005.677815134911 || Iter Time:0.02435898780822754 || Total time:44.54357647895813 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 15 || Log posterior: -4039.884416477862 || Iter Time:0.020241975784301758 || Total time:44.56381845474243 Iteration: 1850 || Clusters count: 15 || Log posterior: -4011.738209871854 || Iter Time:0.023710012435913086 || Total time:44.587528467178345 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 15 || Log posterior: -4068.9320823224075 || Iter 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Iteration: 1857 || Clusters count: 15 || Log posterior: -4100.980083613008 || Iter Time:0.01831793785095215 || Total time:44.74787139892578 Iteration: 1858 || Clusters count: 15 || Log posterior: -4081.6040232436567 || Iter Time:0.022793054580688477 || Total time:44.77066445350647 Loading and distributing data: 0.000162 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 15 || Log posterior: -4119.73958212414 || Iter Time:0.0177459716796875 || Total time:44.78841042518616 Iteration: 1860 || Clusters count: 15 || Log posterior: -4089.803567582179 || Iter Time:0.022011995315551758 || Total time:44.81042242050171 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 15 || Log posterior: -4090.982713652588 || Iter Time:0.018555879592895508 || Total time:44.828978300094604 Iteration: 1862 || Clusters count: 15 || Log posterior: -4064.904564927734 || Iter Time:0.024198055267333984 || Total time:44.85317635536194 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 15 || Log posterior: -4108.308213417594 || Iter Time:0.019162893295288086 || Total time:44.87233924865723 Iteration: 1864 || Clusters count: 15 || Log posterior: -4090.976540588925 || Iter Time:0.024589061737060547 || Total time:44.89692831039429 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 15 || Log posterior: -4045.217789963477 || Iter Time:0.019207000732421875 || Total time:44.91613531112671 Iteration: 1866 || Clusters count: 15 || Log posterior: -4026.564274584832 || Iter Time:0.024188995361328125 || Total time:44.94032430648804 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 15 || Log posterior: -4076.7407203691105 || Iter Time:0.01990795135498047 || Total time:44.96023225784302 Iteration: 1868 || Clusters count: 15 || Log posterior: -4040.7530523835053 || Iter Time:0.024220943450927734 || Total time:44.984453201293945 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 15 || Log posterior: -4094.162504210935 || Iter Time:0.019179821014404297 || Total time:45.00363302230835 Iteration: 1870 || Clusters count: 15 || Log posterior: -4065.1494480659176 || Iter Time:0.024226903915405273 || Total time:45.027859926223755 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 15 || Log posterior: -4081.955218048491 || Iter Time:0.01897597312927246 || Total time:45.04683589935303 Iteration: 1872 || Clusters count: 15 || Log posterior: -4069.7395281729177 || Iter Time:0.024356842041015625 || Total time:45.07119274139404 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 16 || Log posterior: -4124.843358050777 || Iter Time:0.020048141479492188 || Total time:45.091240882873535 Iteration: 1874 || Clusters count: 15 || Log posterior: -4085.4654982809952 || Iter Time:0.02442479133605957 || Total time:45.115665674209595 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 15 || Log posterior: -4054.8446093719176 || Iter Time:0.018957138061523438 || Total time:45.13462281227112 Iteration: 1876 || Clusters count: 15 || Log posterior: -4014.4471393916006 || Iter Time:0.02344989776611328 || Total time:45.15807271003723 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 15 || Log posterior: -4015.525235843555 || Iter Time:0.01852107048034668 || Total time:45.17659378051758 Iteration: 1878 || Clusters count: 15 || Log posterior: -3999.397773034852 || Iter Time:0.0233309268951416 || Total time:45.19992470741272 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 15 || Log posterior: -4069.4203525992057 || Iter Time:0.018561124801635742 || Total time:45.218485832214355 Iteration: 1880 || Clusters count: 15 || Log posterior: -4027.800083033388 || Iter Time:0.023365020751953125 || Total time:45.24185085296631 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 15 || Log posterior: -4093.120868519754 || Iter Time:0.018716096878051758 || Total time:45.26056694984436 Iteration: 1882 || Clusters count: 15 || Log posterior: -4071.876701809455 || Iter Time:0.02286815643310547 || Total time:45.283435106277466 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 15 || Log posterior: -4131.0219457218345 || Iter Time:0.019153118133544922 || Total time:45.30258822441101 Iteration: 1884 || Clusters count: 15 || Log posterior: -4091.906015217883 || Iter Time:0.02367115020751953 || Total time:45.32625937461853 Loading and distributing 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Time:0.024491071701049805 || Total time:45.47888422012329 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 15 || Log posterior: -4074.800156518187 || Iter Time:0.019704103469848633 || Total time:45.49858832359314 Iteration: 1892 || Clusters count: 15 || Log posterior: -4052.9793882279064 || Iter Time:0.02514195442199707 || Total time:45.52373027801514 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 15 || Log posterior: -4091.1750478069457 || Iter Time:0.01988387107849121 || Total time:45.54361414909363 Iteration: 1894 || Clusters count: 15 || Log posterior: -4067.374546455764 || Iter Time:0.025227069854736328 || Total time:45.568841218948364 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 15 || Log posterior: -4096.943487825991 || Iter Time:0.020129919052124023 || Total time:45.58897113800049 Iteration: 1896 || Clusters count: 15 || Log posterior: -4065.8948360525524 || Iter Time:0.026148080825805664 || Total time:45.615119218826294 Loading and distributing data: 0.000163 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 15 || Log posterior: -4105.763815976047 || Iter Time:0.021883010864257812 || Total time:45.63700222969055 Iteration: 1898 || Clusters count: 15 || Log posterior: -4076.707960359306 || Iter Time:0.026025056838989258 || Total time:45.66302728652954 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 15 || Log posterior: -4099.455415991437 || Iter Time:0.02012801170349121 || Total time:45.68315529823303 Iteration: 1900 || Clusters count: 15 || Log posterior: -4084.583206935889 || Iter Time:0.025346040725708008 || Total time:45.70850133895874 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 15 || Log posterior: -4045.424454520784 || Iter Time:0.020774126052856445 || Total time:45.7292754650116 Iteration: 1902 || Clusters count: 15 || Log posterior: -4018.4600082478823 || Iter Time:0.025408029556274414 || Total time:45.75468349456787 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 15 || Log posterior: -4072.1996425563666 || Iter Time:0.022346973419189453 || Total time:45.77703046798706 Iteration: 1904 || Clusters count: 15 || Log posterior: -4050.2136056789495 || Iter Time:0.02430891990661621 || Total time:45.80133938789368 Loading and distributing data: 0.000163 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 15 || Log posterior: -4102.451727047874 || Iter Time:0.0199429988861084 || Total time:45.821282386779785 Iteration: 1906 || Clusters count: 15 || Log posterior: -4076.021132586948 || Iter Time:0.023532867431640625 || Total time:45.844815254211426 Loading and distributing data: 0.000166 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 15 || Log posterior: -4100.448648958011 || Iter Time:0.01833486557006836 || Total time:45.863150119781494 Iteration: 1908 || Clusters count: 15 || Log posterior: -4080.9901609140134 || Iter Time:0.023983001708984375 || Total time:45.88713312149048 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 15 || Log posterior: -4055.3634805275246 || Iter Time:0.0181429386138916 || Total time:45.90527606010437 Iteration: 1910 || Clusters count: 15 || Log posterior: -4039.72729007728 || Iter Time:0.022989988327026367 || Total time:45.9282660484314 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 15 || Log posterior: -4080.9192376245837 || Iter Time:0.018321990966796875 || Total time:45.94658803939819 Iteration: 1912 || Clusters count: 15 || Log posterior: -4027.9036187713186 || Iter Time:0.022951126098632812 || Total time:45.969539165496826 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 15 || Log posterior: -4096.316861719445 || Iter Time:0.017826080322265625 || Total time:45.98736524581909 Iteration: 1914 || Clusters count: 15 || Log posterior: -4056.6517643468746 || Iter Time:0.022417068481445312 || Total time:46.00978231430054 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 15 || Log posterior: -4140.670797656173 || Iter Time:0.01700592041015625 || Total time:46.02678823471069 Iteration: 1916 || Clusters count: 15 || Log posterior: -4118.240976035521 || Iter Time:0.023558855056762695 || Total time:46.050347089767456 Loading and distributing data: 0.000179 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 15 || Log posterior: -4131.263475156523 || Iter Time:0.04449200630187988 || Total time:46.094839096069336 Iteration: 1918 || Clusters count: 15 || Log posterior: -4109.626607024193 || Iter Time:0.02415609359741211 || Total time:46.11899518966675 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 15 || Log posterior: -4120.4848502897585 || Iter Time:0.020827054977416992 || Total time:46.139822244644165 Iteration: 1920 || Clusters count: 15 || Log posterior: -4090.099132076346 || Iter Time:0.02510690689086914 || Total time:46.164929151535034 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 15 || Log posterior: -4115.956223514071 || Iter Time:0.01957082748413086 || Total time:46.184499979019165 Iteration: 1922 || Clusters count: 15 || Log posterior: -4086.7630044109815 || Iter Time:0.025437116622924805 || Total time:46.20993709564209 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 15 || Log posterior: -4155.019037199393 || Iter Time:0.020734071731567383 || Total time:46.23067116737366 Iteration: 1924 || Clusters count: 15 || Log posterior: -4121.990919487596 || Iter Time:0.023763179779052734 || Total time:46.25443434715271 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 15 || Log posterior: -4135.169233035867 || Iter Time:0.018838167190551758 || Total time:46.27327251434326 Iteration: 1926 || Clusters count: 15 || Log posterior: -4107.456667550077 || Iter Time:0.024284839630126953 || Total time:46.29755735397339 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 15 || Log posterior: -4074.942366017425 || Iter Time:0.01908397674560547 || Total time:46.316641330718994 Iteration: 1928 || Clusters count: 15 || Log posterior: -4063.1431171319396 || Iter Time:0.023954153060913086 || Total time:46.34059548377991 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 15 || Log posterior: -4123.460906855814 || Iter Time:0.020629167556762695 || Total time:46.36122465133667 Iteration: 1930 || Clusters count: 15 || Log posterior: -4096.249436437951 || Iter Time:0.028046846389770508 || Total time:46.38927149772644 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 15 || Log posterior: -4097.964589502471 || Iter Time:0.018552064895629883 || Total time:46.40782356262207 Iteration: 1932 || Clusters count: 15 || Log posterior: -4082.8053753212116 || Iter Time:0.022325992584228516 || Total time:46.4301495552063 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 15 || Log posterior: -4156.140974969602 || Iter Time:0.017055988311767578 || Total time:46.447205543518066 Iteration: 1934 || Clusters count: 15 || Log posterior: -4127.186298773625 || Iter Time:0.022417068481445312 || Total time:46.46962261199951 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 15 || Log posterior: -4091.6169121645416 || Iter Time:0.019486188888549805 || Total time:46.48910880088806 Iteration: 1936 || Clusters count: 15 || Log posterior: -4076.028603113795 || Iter Time:0.024214982986450195 || Total time:46.51332378387451 Loading and distributing data: 0.000166 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 15 || Log posterior: -4071.1880236118573 || Iter Time:0.019017934799194336 || Total time:46.532341718673706 Iteration: 1938 || Clusters count: 15 || Log posterior: -4049.641784504966 || Iter Time:0.02274298667907715 || Total time:46.55508470535278 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 15 || Log posterior: -4080.7354224554306 || Iter Time:0.017724990844726562 || Total time:46.57280969619751 Iteration: 1940 || Clusters count: 15 || Log posterior: -4056.6569014832903 || Iter Time:0.02380204200744629 || Total time:46.596611738204956 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 15 || Log posterior: -4075.4975093380813 || Iter Time:0.019603967666625977 || Total time:46.61621570587158 Iteration: 1942 || Clusters count: 15 || Log posterior: -4051.676865052961 || Iter Time:0.024333953857421875 || Total time:46.640549659729004 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 15 || Log posterior: -4105.136294380381 || Iter Time:0.02074909210205078 || Total time:46.661298751831055 Iteration: 1944 || Clusters count: 15 || Log posterior: -4083.6033481823974 || Iter Time:0.027299880981445312 || Total time:46.6885986328125 Loading and distributing data: 0.000166 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 15 || Log posterior: -4103.429676643747 || Iter Time:0.02068305015563965 || Total time:46.70928168296814 Iteration: 1946 || Clusters count: 15 || Log posterior: -4083.0968792361323 || Iter Time:0.024657011032104492 || Total time:46.733938694000244 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 15 || Log posterior: -4081.7424979627485 || Iter Time:0.04248809814453125 || Total time:46.776426792144775 Iteration: 1948 || Clusters count: 15 || Log posterior: -4061.6594178419928 || Iter Time:0.024188995361328125 || Total time:46.8006157875061 Loading and distributing data: 0.000135 seconds (129 allocations: 13.227 KiB) Iteration: 1949 || Clusters count: 15 || Log posterior: -4087.764091656745 || Iter Time:0.019500017166137695 || Total time:46.82011580467224 Iteration: 1950 || Clusters count: 15 || Log posterior: -4062.883897444141 || Iter Time:0.02478790283203125 || Total time:46.84490370750427 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 15 || Log posterior: -4066.1375265970382 || Iter Time:0.019192934036254883 || Total time:46.86409664154053 Iteration: 1952 || Clusters count: 15 || Log posterior: -4041.523268621656 || Iter Time:0.02642512321472168 || Total time:46.89052176475525 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 15 || Log posterior: -4029.731209189694 || Iter Time:0.019665002822875977 || Total time:46.910186767578125 Iteration: 1954 || Clusters count: 15 || Log posterior: -4004.4366545349617 || Iter Time:0.025030136108398438 || Total time:46.93521690368652 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 15 || Log posterior: -4007.3875516961934 || Iter Time:0.019586801528930664 || Total time:46.954803705215454 Iteration: 1956 || Clusters count: 15 || Log posterior: -3996.968069217643 || Iter Time:0.024898052215576172 || Total time:46.97970175743103 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 15 || Log posterior: -4086.754699282008 || Iter Time:0.02084183692932129 || Total time:47.00054359436035 Iteration: 1958 || Clusters count: 15 || Log posterior: -4055.581695842107 || Iter Time:0.025384902954101562 || Total time:47.02592849731445 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 15 || Log posterior: -4043.906308151301 || Iter Time:0.020004987716674805 || Total time:47.04593348503113 Iteration: 1960 || Clusters count: 15 || Log posterior: -4031.9446474271786 || Iter Time:0.024686098098754883 || Total time:47.07061958312988 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 15 || Log posterior: -4080.8704799440325 || Iter Time:0.021209001541137695 || Total time:47.09182858467102 Iteration: 1962 || Clusters count: 15 || Log posterior: -4057.839691150062 || Iter Time:0.025631189346313477 || Total time:47.117459774017334 Loading and distributing data: 0.000158 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 15 || Log posterior: -4064.034518185869 || Iter Time:0.020799875259399414 || Total time:47.13825964927673 Iteration: 1964 || Clusters count: 15 || Log posterior: -4036.641669291686 || Iter Time:0.025185108184814453 || Total time:47.16344475746155 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 15 || Log posterior: -4073.2731816090977 || Iter Time:0.021911144256591797 || Total time:47.18535590171814 Iteration: 1966 || Clusters count: 15 || Log posterior: -4048.274366262399 || Iter Time:0.025090932846069336 || Total time:47.21044683456421 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 15 || Log posterior: -4122.068333412452 || Iter Time:0.020704984664916992 || Total time:47.231151819229126 Iteration: 1968 || Clusters count: 15 || Log posterior: -4092.456479425328 || Iter Time:0.024038076400756836 || Total time:47.25518989562988 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 15 || Log posterior: -4121.415594165701 || Iter Time:0.019105911254882812 || Total time:47.274295806884766 Iteration: 1970 || Clusters count: 15 || Log posterior: -4085.2491823330934 || Iter Time:0.024609088897705078 || Total time:47.29890489578247 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 15 || Log posterior: -4094.1459177980573 || Iter Time:0.02090287208557129 || Total time:47.31980776786804 Iteration: 1972 || Clusters count: 15 || Log posterior: -4073.4781632778363 || Iter Time:0.024890899658203125 || Total time:47.344698667526245 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 15 || Log posterior: -4106.420594443824 || Iter Time:0.01908111572265625 || Total time:47.3637797832489 Iteration: 1974 || Clusters count: 15 || Log posterior: -4073.816404003293 || Iter Time:0.023728132247924805 || Total time:47.387507915496826 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 15 || Log posterior: -4077.8534557073085 || Iter Time:0.01921391487121582 || Total time:47.40672183036804 Iteration: 1976 || Clusters count: 15 || Log posterior: -4047.4385500061644 || Iter Time:0.025809049606323242 || Total time:47.432530879974365 Loading and distributing data: 0.000174 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 15 || Log posterior: -4048.8569397943074 || Iter Time:0.044023990631103516 || Total time:47.47655487060547 Iteration: 1978 || Clusters count: 15 || Log posterior: -4024.9082718973877 || Iter Time:0.024615049362182617 || Total time:47.50116991996765 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 15 || Log posterior: -4086.03272291747 || Iter Time:0.019617080688476562 || Total time:47.52078700065613 Iteration: 1980 || Clusters count: 15 || Log posterior: -4063.553195186004 || Iter Time:0.02558112144470215 || Total time:47.54636812210083 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 15 || Log posterior: -4108.59571558223 || Iter Time:0.01861405372619629 || Total time:47.564982175827026 Iteration: 1982 || Clusters count: 15 || Log posterior: -4076.8131484948285 || Iter Time:0.02405405044555664 || Total time:47.58903622627258 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 15 || Log posterior: -4065.7368089576134 || Iter Time:0.019978046417236328 || Total time:47.60901427268982 Iteration: 1984 || Clusters count: 15 || Log posterior: -4029.4969729432596 || Iter Time:0.02480602264404297 || Total time:47.63382029533386 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 15 || Log posterior: -4065.5906710472486 || Iter Time:0.01890397071838379 || Total time:47.652724266052246 Iteration: 1986 || Clusters count: 15 || Log posterior: -4036.8821436118824 || Iter Time:0.023830890655517578 || Total time:47.676555156707764 Loading and distributing data: 0.000174 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 15 || Log posterior: -4041.740591614759 || Iter Time:0.018074989318847656 || Total time:47.69463014602661 Iteration: 1988 || Clusters count: 15 || Log posterior: -4021.0374551372397 || Iter Time:0.022500991821289062 || Total time:47.7171311378479 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 15 || Log posterior: -4112.913609118555 || Iter Time:0.017129898071289062 || Total time:47.73426103591919 Iteration: 1990 || Clusters count: 15 || Log posterior: -4072.2924535496277 || Iter Time:0.022607803344726562 || Total time:47.756868839263916 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 15 || Log posterior: -4132.731916431912 || Iter Time:0.01856398582458496 || Total time:47.7754328250885 Iteration: 1992 || Clusters count: 15 || Log posterior: -4094.6964365337835 || Iter Time:0.024159908294677734 || Total time:47.79959273338318 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 15 || Log posterior: -4065.5793466203395 || Iter Time:0.03566718101501465 || Total time:47.83525991439819 Iteration: 1994 || Clusters count: 15 || Log posterior: -4059.1890453179108 || Iter Time:0.024409055709838867 || Total time:47.85966897010803 Loading and distributing data: 0.000289 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 15 || Log posterior: -4103.3078853713205 || Iter Time:0.019676923751831055 || Total time:47.87934589385986 Iteration: 1996 || Clusters count: 15 || Log posterior: -4069.4236123392852 || Iter Time:0.024958133697509766 || Total time:47.90430402755737 Loading and distributing data: 0.000173 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 15 || Log posterior: -4116.354818689788 || Iter Time:0.023983001708984375 || Total time:47.92828702926636 Iteration: 1998 || Clusters count: 15 || Log posterior: -4075.0584584629687 || Iter Time:0.023653030395507812 || Total time:47.951940059661865 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 15 || Log posterior: -4070.253198646029 || Iter Time:0.018471956253051758 || Total time:47.97041201591492 Iteration: 2000 || Clusters count: 15 || Log posterior: -4053.4627709642727 || Iter Time:0.022874116897583008 || Total time:47.9932861328125 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 15 || Log posterior: -4155.605981077813 || Iter Time:0.017917156219482422 || Total time:48.01120328903198 Iteration: 2002 || Clusters count: 15 || Log posterior: -4129.265783342235 || Iter Time:0.02336883544921875 || Total time:48.0345721244812 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 15 || Log posterior: -4081.3972329404614 || Iter Time:0.018551111221313477 || Total time:48.053123235702515 Iteration: 2004 || Clusters count: 15 || Log posterior: -4047.3565557973307 || Iter Time:0.021764039993286133 || Total time:48.0748872756958 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 15 || Log posterior: -4080.3627682369133 || Iter Time:0.016777992248535156 || Total time:48.091665267944336 Iteration: 2006 || Clusters count: 15 || Log posterior: -4052.0285685101803 || Iter Time:0.0220639705657959 || Total time:48.11372923851013 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 15 || Log posterior: -4077.6725210165455 || Iter Time:0.01783299446105957 || Total time:48.13156223297119 Iteration: 2008 || Clusters count: 15 || Log posterior: -4049.6036382721495 || Iter Time:0.0726308822631836 || Total time:48.204193115234375 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 15 || Log posterior: -4086.1850348250327 || Iter Time:0.018418073654174805 || Total time:48.22261118888855 Iteration: 2010 || Clusters count: 15 || Log posterior: -4038.1199343791304 || Iter Time:0.022868871688842773 || Total time:48.24548006057739 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 15 || Log posterior: -4012.8609990639093 || Iter Time:0.017631053924560547 || Total time:48.26311111450195 Iteration: 2012 || Clusters count: 15 || Log posterior: -3993.0032832845855 || Iter Time:0.023080110549926758 || Total time:48.28619122505188 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 15 || Log posterior: -4059.7141129940496 || Iter Time:0.01875901222229004 || Total time:48.30495023727417 Iteration: 2014 || Clusters count: 15 || Log posterior: -4033.5914340702843 || Iter Time:0.021754026412963867 || Total time:48.326704263687134 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 15 || Log posterior: -4085.375874775485 || Iter Time:0.018620967864990234 || Total time:48.345325231552124 Iteration: 2016 || Clusters count: 15 || Log posterior: -4056.4244536181814 || Iter Time:0.02326202392578125 || Total time:48.368587255477905 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 15 || Log posterior: -4038.2591713039847 || Iter Time:0.0188138484954834 || Total time:48.38740110397339 Iteration: 2018 || Clusters count: 15 || Log posterior: -4013.4271072658194 || Iter Time:0.023077011108398438 || Total time:48.41047811508179 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 15 || Log posterior: -4085.4680215947005 || Iter Time:0.01925492286682129 || Total time:48.42973303794861 Iteration: 2020 || Clusters count: 15 || Log posterior: -4045.0064828784034 || Iter Time:0.023150920867919922 || Total time:48.45288395881653 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 15 || Log posterior: -4076.9659587762512 || Iter Time:0.01938009262084961 || Total time:48.47226405143738 Iteration: 2022 || Clusters count: 15 || Log posterior: -4054.54347178536 || Iter Time:0.024038076400756836 || Total time:48.496302127838135 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 15 || Log posterior: -4051.4285581371073 || Iter Time:0.018565893173217773 || Total time:48.51486802101135 Iteration: 2024 || Clusters count: 15 || Log posterior: -4029.77035503958 || Iter Time:0.023236989974975586 || Total time:48.53810501098633 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 15 || Log posterior: -4077.2510564537215 || Iter Time:0.018934965133666992 || Total time:48.557039976119995 Iteration: 2026 || Clusters count: 15 || Log posterior: -4040.228205316639 || Iter Time:0.021635055541992188 || Total time:48.57867503166199 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 15 || Log posterior: -4102.840803343857 || Iter Time:0.017108917236328125 || Total time:48.595783948898315 Iteration: 2028 || Clusters count: 15 || Log posterior: -4088.940616574222 || Iter Time:0.021849870681762695 || Total time:48.61763381958008 Avg NMI: 0.9257460562608945 Full NMI: 0.8969904913187193 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m38.1s Testing DPMMSubClustersStreaming tests passed Testing completed after 203.46s PkgEval succeeded after 401.12s