Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.860 (6ddb3d6410*) started at 2025-07-13T18:03:24.312 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.56s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.2 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.17.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.14.1+1 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.5.20 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.1+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.65s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 153.25s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_hlapTs/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_hlapTs/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.2 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.17.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.14.1+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.1+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.354380 seconds (1.13 M allocations: 68.353 MiB, 99.90% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233402.38173629093 || Iter Time:15.810297012329102 || Total time:15.810297012329102 Iteration: 1 || Clusters count: 1 || Log posterior: -233402.38173629093 || Iter Time:0.006247043609619141 || Total time:15.81654405593872 Iteration: 2 || Clusters count: 1 || Log posterior: -233402.38173629093 || Iter Time:0.005421161651611328 || Total time:15.821965217590332 Iteration: 3 || Clusters count: 1 || Log posterior: -233402.38173629093 || Iter Time:0.005548000335693359 || Total time:15.827513217926025 Iteration: 4 || Clusters count: 1 || Log posterior: -233402.38173629093 || Iter Time:0.005348920822143555 || Total time:15.832862138748169 Iteration: 5 || Clusters count: 1 || Log posterior: -233402.38173629093 || Iter Time:0.016376018524169922 || Total time:15.849238157272339 Iteration: 6 || Clusters count: 1 || Log posterior: -233402.38173629093 || Iter Time:0.07323598861694336 || Total time:15.922474145889282 Iteration: 7 || Clusters count: 1 || Log posterior: -233402.38173629093 || Iter Time:0.005621910095214844 || Total time:15.928096055984497 Iteration: 8 || Clusters count: 1 || Log posterior: -233402.38173629093 || Iter Time:0.0055658817291259766 || Total time:15.933661937713623 Iteration: 9 || Clusters count: 1 || Log posterior: -233402.38173629093 || Iter Time:0.005546092987060547 || Total time:15.939208030700684 Iteration: 10 || Clusters count: 1 || Log posterior: -233402.38173629093 || Iter Time:0.005620002746582031 || Total time:15.944828033447266 Iteration: 11 || Clusters count: 1 || Log posterior: -233402.38173629093 || Iter Time:0.005509138107299805 || Total time:15.950337171554565 Iteration: 12 || Clusters count: 1 || Log posterior: -233402.38173629093 || Iter Time:0.005810976028442383 || Total time:15.956148147583008 Iteration: 13 || Clusters count: 2 || Log posterior: -233205.45699327678 || Iter Time:3.7516798973083496 || Total time:19.707828044891357 Iteration: 14 || Clusters count: 2 || Log posterior: -233205.76089841308 || Iter Time:0.0056781768798828125 || Total time:19.71350622177124 Iteration: 15 || Clusters count: 2 || Log posterior: -233194.5723621241 || Iter Time:0.005337953567504883 || Total time:19.718844175338745 Iteration: 16 || Clusters count: 2 || Log posterior: -233194.76710015646 || Iter Time:0.005539894104003906 || Total time:19.72438406944275 Iteration: 17 || Clusters count: 2 || Log posterior: -233186.53433591308 || Iter Time:0.0051419734954833984 || Total time:19.729526042938232 Iteration: 18 || Clusters count: 2 || Log posterior: -233169.18892934534 || Iter Time:0.003849029541015625 || Total time:19.733375072479248 Iteration: 19 || Clusters count: 2 || Log posterior: -233150.41773525006 || Iter Time:0.0037369728088378906 || Total time:19.737112045288086 Iteration: 20 || Clusters count: 2 || Log posterior: -233089.44058591308 || Iter Time:3.091517925262451 || Total time:22.828629970550537 Loading and distributing data: 0.000906 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233230.45048218308 || Iter Time:0.03156304359436035 || Total time:22.860193014144897 Iteration: 22 || Clusters count: 2 || Log posterior: -233268.52424026895 || Iter Time:0.00551915168762207 || Total time:22.86571216583252 Iteration: 23 || Clusters count: 2 || Log posterior: -233231.42162486413 || Iter Time:0.005446195602416992 || Total time:22.871158361434937 Iteration: 24 || Clusters count: 2 || Log posterior: -233211.2152006234 || Iter Time:0.00551295280456543 || Total time:22.876671314239502 Iteration: 25 || Clusters count: 2 || Log posterior: -233178.16785401604 || Iter Time:0.00587010383605957 || Total time:22.88254141807556 Iteration: 26 || Clusters count: 2 || Log posterior: -233200.77060050418 || Iter Time:0.005451202392578125 || Total time:22.88799262046814 Iteration: 27 || Clusters count: 2 || Log posterior: -233201.68199556103 || Iter Time:0.005710124969482422 || Total time:22.893702745437622 Iteration: 28 || Clusters count: 3 || Log posterior: -233043.19729443232 || Iter Time:0.007765054702758789 || Total time:22.90146780014038 Iteration: 29 || Clusters count: 3 || Log posterior: -232882.42332944582 || Iter Time:0.052108049392700195 || Total time:22.95357584953308 Iteration: 30 || Clusters count: 3 || Log posterior: -232835.03638799448 || Iter Time:0.006776094436645508 || Total time:22.960351943969727 Iteration: 31 || Clusters count: 4 || Log posterior: -232479.8527622648 || Iter Time:0.007771015167236328 || Total time:22.968122959136963 Iteration: 32 || Clusters count: 4 || Log posterior: -232253.95189833586 || Iter Time:0.0063779354095458984 || Total time:22.97450089454651 Iteration: 33 || Clusters count: 4 || Log posterior: -232220.69442957226 || Iter Time:0.006497859954833984 || Total time:22.980998754501343 Iteration: 34 || Clusters count: 4 || Log posterior: -232186.9489584569 || Iter Time:0.006464958190917969 || Total time:22.98746371269226 Iteration: 35 || Clusters count: 4 || Log posterior: -232201.32679955347 || Iter Time:0.0062749385833740234 || Total time:22.993738651275635 Iteration: 36 || Clusters count: 4 || Log posterior: -232149.97687046413 || Iter Time:0.006150007247924805 || Total time:22.99988865852356 Iteration: 37 || Clusters count: 4 || Log posterior: -232148.34997232608 || Iter Time:0.006318092346191406 || Total time:23.00620675086975 Iteration: 38 || Clusters count: 4 || Log posterior: -232132.704737002 || Iter Time:0.0063190460205078125 || Total time:23.01252579689026 Iteration: 39 || Clusters count: 4 || Log posterior: -232155.9872716053 || Iter Time:0.006575107574462891 || Total time:23.01910090446472 Iteration: 40 || Clusters count: 4 || Log posterior: -232156.60503580954 || Iter Time:0.006345033645629883 || Total time:23.02544593811035 Iteration: 41 || Clusters count: 4 || Log posterior: -232066.45169369638 || Iter Time:0.006136894226074219 || Total time:23.031582832336426 Loading and distributing data: 0.000937 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262485.34081619204 || Iter Time:0.008263111114501953 || Total time:23.039845943450928 Iteration: 43 || Clusters count: 5 || Log posterior: -261964.02440672883 || Iter Time:0.007962942123413086 || Total time:23.04780888557434 Iteration: 44 || Clusters count: 5 || Log posterior: -261863.71811338465 || Iter Time:0.007184028625488281 || Total time:23.05499291419983 Iteration: 45 || Clusters count: 5 || Log posterior: -261863.65112508246 || Iter Time:0.008077144622802734 || Total time:23.063070058822632 Iteration: 46 || Clusters count: 6 || Log posterior: -261594.62031550054 || Iter Time:0.010036945343017578 || Total time:23.07310700416565 Iteration: 47 || Clusters count: 6 || Log posterior: -261522.44606116516 || Iter Time:0.008659124374389648 || Total time:23.08176612854004 Iteration: 48 || Clusters count: 6 || Log posterior: -261517.8595735739 || Iter Time:0.008648872375488281 || Total time:23.090415000915527 Iteration: 49 || Clusters count: 6 || Log posterior: -261500.19546529406 || Iter Time:0.008389949798583984 || Total time:23.09880495071411 Iteration: 50 || Clusters count: 6 || Log posterior: -261517.25997868038 || Iter Time:0.08427309989929199 || Total time:23.183078050613403 Iteration: 51 || Clusters count: 6 || Log posterior: -261545.55480714864 || Iter Time:0.007850885391235352 || Total time:23.19092893600464 Iteration: 52 || Clusters count: 6 || Log posterior: -261510.8629584484 || Iter Time:0.00761103630065918 || Total time:23.198539972305298 Iteration: 53 || Clusters count: 6 || Log posterior: -261541.1917260292 || Iter Time:0.007234811782836914 || Total time:23.205774784088135 Iteration: 54 || Clusters count: 6 || Log posterior: -261486.8335849501 || Iter Time:0.0073320865631103516 || Total time:23.213106870651245 Iteration: 55 || Clusters count: 7 || Log posterior: -261300.7938268689 || Iter Time:0.009066104888916016 || Total time:23.22217297554016 Iteration: 56 || Clusters count: 7 || Log posterior: -261215.26414326855 || Iter Time:0.007559061050415039 || Total time:23.229732036590576 Iteration: 57 || Clusters count: 8 || Log posterior: -260781.60306580315 || Iter Time:0.008907079696655273 || Total time:23.23863911628723 Iteration: 58 || Clusters count: 8 || Log posterior: -260691.8525636203 || Iter Time:0.8154520988464355 || Total time:24.054091215133667 Iteration: 59 || Clusters count: 8 || Log posterior: -260652.1338106469 || Iter Time:0.00915980339050293 || Total time:24.06325101852417 Iteration: 60 || Clusters count: 8 || Log posterior: -260620.82630247413 || Iter Time:0.008842945098876953 || Total time:24.072093963623047 Iteration: 61 || Clusters count: 8 || Log posterior: -260598.18248251345 || Iter Time:0.009294986724853516 || Total time:24.0813889503479 Iteration: 62 || Clusters count: 8 || Log posterior: -260527.66707978526 || Iter Time:0.008510112762451172 || Total time:24.08989906311035 Loading and distributing data: 0.001200 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 9 || Log posterior: -260149.25881018065 || Iter Time:0.010113000869750977 || Total time:24.100012063980103 Iteration: 64 || Clusters count: 10 || Log posterior: -259663.8594121152 || Iter Time:0.010406970977783203 || Total time:24.110419034957886 Iteration: 65 || Clusters count: 10 || Log posterior: -259567.42985561493 || Iter Time:0.009075164794921875 || Total time:24.119494199752808 Iteration: 66 || Clusters count: 10 || Log posterior: -259557.16785567047 || Iter Time:0.009369850158691406 || Total time:24.1288640499115 Iteration: 67 || Clusters count: 10 || Log posterior: -259563.9830238191 || Iter Time:0.009660959243774414 || Total time:24.138525009155273 Iteration: 68 || Clusters count: 10 || Log posterior: -259558.7841401562 || Iter Time:0.01117706298828125 || Total time:24.149702072143555 Iteration: 69 || Clusters count: 10 || Log posterior: -259556.76578346986 || Iter Time:0.03271484375 || Total time:24.182416915893555 Iteration: 70 || Clusters count: 12 || Log posterior: -258910.94577568688 || Iter Time:0.011970996856689453 || Total time:24.194387912750244 Iteration: 71 || Clusters count: 12 || Log posterior: -258832.049344819 || Iter Time:0.0216219425201416 || Total time:24.216009855270386 Iteration: 72 || Clusters count: 13 || Log posterior: -258596.49452114684 || Iter Time:0.011185169219970703 || Total time:24.227195024490356 Iteration: 73 || Clusters count: 14 || Log posterior: -258239.55947058796 || Iter Time:0.011403083801269531 || Total time:24.238598108291626 Iteration: 74 || Clusters count: 14 || Log posterior: -258191.1719377591 || Iter Time:0.010419845581054688 || Total time:24.24901795387268 Iteration: 75 || Clusters count: 14 || Log posterior: -258196.2095385046 || Iter Time:0.010360956192016602 || Total time:24.259378910064697 Iteration: 76 || Clusters count: 14 || Log posterior: -258183.20323720895 || Iter Time:0.010709047317504883 || Total time:24.270087957382202 Iteration: 77 || Clusters count: 14 || Log posterior: -258182.42121676187 || Iter Time:0.010982990264892578 || Total time:24.281070947647095 Iteration: 78 || Clusters count: 14 || Log posterior: -258186.4475855347 || Iter Time:0.011040925979614258 || Total time:24.29211187362671 Iteration: 79 || Clusters count: 14 || Log posterior: -258174.166748742 || Iter Time:0.012439966201782227 || Total time:24.30455183982849 Iteration: 80 || Clusters count: 14 || Log posterior: -258194.11365028404 || Iter Time:0.030070066452026367 || Total time:24.334621906280518 Iteration: 81 || Clusters count: 14 || Log posterior: -258167.65010672054 || Iter Time:0.012339115142822266 || Total time:24.34696102142334 Iteration: 82 || Clusters count: 14 || Log posterior: -258174.68931809254 || Iter Time:0.012553930282592773 || Total time:24.359514951705933 Iteration: 83 || Clusters count: 14 || Log posterior: -258150.42710002136 || Iter Time:0.011722803115844727 || Total time:24.371237754821777 Loading and distributing data: 0.000757 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 14 || Log posterior: -258236.7129897958 || Iter Time:0.012791156768798828 || Total time:24.384028911590576 Iteration: 85 || Clusters count: 16 || Log posterior: -257558.70546812474 || Iter Time:0.01577305793762207 || Total time:24.3998019695282 Iteration: 86 || Clusters count: 16 || Log posterior: -257451.56734407958 || Iter Time:0.014879941940307617 || Total time:24.414681911468506 Iteration: 87 || Clusters count: 16 || Log posterior: -257434.85264158295 || Iter Time:0.016210079193115234 || Total time:24.43089199066162 Iteration: 88 || Clusters count: 17 || Log posterior: -257152.53974151216 || Iter Time:0.01918482780456543 || Total time:24.450076818466187 Iteration: 89 || Clusters count: 17 || Log posterior: 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Time:0.028664112091064453 || Total time:24.754794597625732 Iteration: 104 || Clusters count: 18 || Log posterior: -256612.96220546126 || Iter Time:0.02278304100036621 || Total time:24.7775776386261 Loading and distributing data: 0.000755 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 19 || Log posterior: -256088.68295088178 || Iter Time:0.023515939712524414 || Total time:24.801093578338623 Iteration: 106 || Clusters count: 19 || Log posterior: -256002.15693166637 || Iter Time:0.027914047241210938 || Total time:24.829007625579834 Iteration: 107 || Clusters count: 19 || Log posterior: -255980.5596330931 || Iter Time:0.023292064666748047 || Total time:24.852299690246582 Iteration: 108 || Clusters count: 19 || Log posterior: -255979.570671132 || Iter Time:0.02299189567565918 || Total time:24.87529158592224 Iteration: 109 || Clusters count: 19 || Log posterior: -255966.95803506183 || Iter Time:0.02698993682861328 || Total time:24.902281522750854 Iteration: 110 || Clusters count: 19 || Log posterior: -255956.1683472875 || Iter Time:0.022816896438598633 || Total time:24.925098419189453 Iteration: 111 || Clusters count: 19 || Log posterior: -255957.5549630013 || Iter Time:0.023112058639526367 || Total time:24.94821047782898 Iteration: 112 || Clusters count: 19 || Log posterior: -255943.75709641035 || Iter Time:0.026849031448364258 || Total time:24.975059509277344 Iteration: 113 || Clusters count: 19 || Log posterior: -255933.62176195518 || Iter Time:0.022445201873779297 || Total time:24.997504711151123 Iteration: 114 || Clusters count: 19 || Log posterior: -255936.09862603858 || Iter Time:0.021793842315673828 || Total time:25.019298553466797 Iteration: 115 || Clusters count: 19 || Log posterior: -255930.4465018169 || Iter Time:0.02493000030517578 || Total time:25.044228553771973 Iteration: 116 || Clusters count: 19 || Log posterior: -255933.6739167697 || Iter Time:0.023940086364746094 || Total time:25.06816864013672 Iteration: 117 || Clusters count: 19 || Log posterior: -255930.29352642386 || Iter Time:0.023501157760620117 || Total time:25.09166979789734 Iteration: 118 || Clusters count: 19 || Log posterior: -255930.29352642386 || Iter Time:0.027048826217651367 || Total time:25.11871862411499 Iteration: 119 || Clusters count: 19 || Log posterior: -255935.18165317122 || Iter Time:0.02376413345336914 || Total time:25.14248275756836 Iteration: 120 || Clusters count: 19 || Log posterior: -255937.27751470442 || Iter Time:0.029577016830444336 || Total time:25.172059774398804 Iteration: 121 || Clusters count: 19 || Log posterior: -255939.14410532764 || Iter Time:0.0324549674987793 || Total time:25.204514741897583 Iteration: 122 || Clusters count: 19 || Log posterior: -255939.8131008751 || Iter Time:0.02859020233154297 || Total time:25.233104944229126 Iteration: 123 || Clusters count: 19 || Log posterior: -255935.6215023264 || Iter Time:0.028357982635498047 || Total time:25.261462926864624 Iteration: 124 || Clusters count: 19 || Log posterior: -255944.6615292066 || Iter Time:0.03171992301940918 || Total time:25.293182849884033 Iteration: 125 || Clusters count: 19 || Log posterior: -255932.09779406033 || Iter Time:0.026652812957763672 || Total time:25.319835662841797 Loading and distributing data: 0.000766 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 19 || Log posterior: -255933.80451985254 || Iter Time:0.029137134552001953 || Total time:25.3489727973938 Iteration: 127 || Clusters count: 19 || Log posterior: -255930.79640368698 || Iter Time:0.03267192840576172 || Total time:25.38164472579956 Iteration: 128 || Clusters count: 19 || Log posterior: -255912.384045742 || Iter Time:0.028983116149902344 || Total time:25.410627841949463 Iteration: 129 || Clusters count: 19 || Log posterior: -255914.13531390007 || Iter Time:0.02857804298400879 || Total time:25.43920588493347 Iteration: 130 || Clusters count: 19 || Log posterior: -255913.5263661337 || Iter Time:0.03264498710632324 || Total 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time:25.915164470672607 Iteration: 145 || Clusters count: 20 || Log posterior: -255469.61518545455 || Iter Time:0.029088973999023438 || Total time:25.94425344467163 Iteration: 146 || Clusters count: 20 || Log posterior: -255454.38279048877 || Iter Time:0.030333995819091797 || Total time:25.974587440490723 Loading and distributing data: 0.000728 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255646.00429681822 || Iter Time:0.029117822647094727 || Total time:26.003705263137817 Iteration: 148 || Clusters count: 20 || Log posterior: -255599.6182101603 || Iter Time:0.02898883819580078 || Total time:26.032694101333618 Iteration: 149 || Clusters count: 20 || Log posterior: -255598.2407929711 || Iter Time:0.03630208969116211 || Total time:26.06899619102478 Iteration: 150 || Clusters count: 20 || Log posterior: -255612.46577522674 || Iter Time:0.03365206718444824 || Total time:26.10264825820923 Iteration: 151 || Clusters count: 20 || Log posterior: -255596.90718147674 || Iter Time:0.033406972885131836 || Total time:26.13605523109436 Iteration: 152 || Clusters count: 20 || Log posterior: -255601.82626217464 || Iter Time:0.03832817077636719 || Total time:26.174383401870728 Iteration: 153 || Clusters count: 20 || Log posterior: -255604.17140758503 || Iter Time:0.03309011459350586 || Total time:26.207473516464233 Iteration: 154 || Clusters count: 20 || Log posterior: -255605.3609048033 || Iter Time:0.03598380088806152 || Total time:26.243457317352295 Iteration: 155 || Clusters count: 20 || Log posterior: -255600.38179659104 || Iter Time:0.03243088722229004 || Total time:26.275888204574585 Iteration: 156 || Clusters count: 20 || Log posterior: -255605.84735038737 || Iter Time:0.03303217887878418 || Total time:26.30892038345337 Iteration: 157 || Clusters count: 20 || Log posterior: -255602.755207185 || Iter Time:0.03698420524597168 || Total time:26.34590458869934 Iteration: 158 || Clusters count: 20 || Log posterior: -255599.6923538889 || Iter Time:0.033061981201171875 || Total time:26.378966569900513 Iteration: 159 || Clusters count: 20 || Log posterior: -255602.02614694007 || Iter Time:0.03595995903015137 || Total time:26.414926528930664 Iteration: 160 || Clusters count: 20 || Log posterior: -255609.1612511818 || Iter Time:0.032048940658569336 || Total time:26.446975469589233 Iteration: 161 || Clusters count: 20 || Log posterior: -255523.97142542622 || Iter Time:0.03110790252685547 || Total time:26.47808337211609 Iteration: 162 || Clusters count: 20 || Log posterior: -255517.1733156847 || Iter Time:0.03495907783508301 || Total time:26.513042449951172 Iteration: 163 || Clusters count: 20 || Log posterior: -255515.71109934905 || Iter Time:0.03091287612915039 || Total time:26.543955326080322 Iteration: 164 || Clusters count: 20 || Log posterior: -255513.85487194723 || Iter Time:0.031301021575927734 || Total time:26.57525634765625 Iteration: 165 || Clusters count: 20 || Log posterior: -255511.8352497301 || Iter Time:0.03592205047607422 || Total time:26.611178398132324 Iteration: 166 || Clusters count: 20 || Log posterior: -255521.85351575658 || Iter Time:0.03147482872009277 || Total time:26.642653226852417 Iteration: 167 || Clusters count: 20 || Log posterior: -255510.59870815589 || Iter Time:0.03312087059020996 || Total time:26.675774097442627 Loading and distributing data: 0.000728 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255731.56082894548 || Iter Time:0.028107881546020508 || Total time:26.703881978988647 Iteration: 169 || Clusters count: 20 || Log posterior: -255698.06538665833 || Iter Time:0.025169849395751953 || Total time:26.7290518283844 Iteration: 170 || Clusters count: 20 || Log posterior: -255698.32097135021 || Iter Time:0.029172897338867188 || Total time:26.758224725723267 Iteration: 171 || Clusters count: 20 || Log posterior: -255712.21410521673 || Iter Time:0.025690078735351562 || Total 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time:27.199110746383667 Iteration: 186 || Clusters count: 20 || Log posterior: -255708.01576536952 || Iter Time:0.03244495391845703 || Total time:27.231555700302124 Iteration: 187 || Clusters count: 20 || Log posterior: -255704.68833504457 || Iter Time:0.03458905220031738 || Total time:27.26614475250244 Iteration: 188 || Clusters count: 20 || Log posterior: -255698.39622010686 || Iter Time:0.029265165328979492 || Total time:27.29540991783142 Loading and distributing data: 0.000721 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255540.7420724096 || Iter Time:0.03191208839416504 || Total time:27.327322006225586 Iteration: 190 || Clusters count: 20 || Log posterior: -255505.7806828985 || Iter Time:0.03233504295349121 || Total time:27.359657049179077 Iteration: 191 || Clusters count: 20 || Log posterior: -255521.50275349343 || Iter Time:0.0324709415435791 || Total time:27.392127990722656 Iteration: 192 || Clusters count: 20 || Log posterior: -255515.4328093163 || Iter Time:0.038005828857421875 || Total time:27.430133819580078 Iteration: 193 || Clusters count: 20 || Log posterior: -255512.1435014134 || Iter Time:0.03554487228393555 || Total time:27.465678691864014 Iteration: 194 || Clusters count: 20 || Log posterior: -255510.66863232362 || Iter Time:0.036303043365478516 || Total time:27.501981735229492 Iteration: 195 || Clusters count: 20 || Log posterior: -255514.68009773074 || Iter Time:0.04324507713317871 || Total time:27.54522681236267 Iteration: 196 || Clusters count: 20 || Log posterior: -255505.8594991903 || Iter Time:0.03583693504333496 || Total time:27.581063747406006 Iteration: 197 || Clusters count: 20 || Log posterior: -255508.73967788453 || Iter Time:0.03758692741394043 || Total time:27.618650674819946 Iteration: 198 || Clusters count: 20 || Log posterior: -255502.10627802808 || Iter Time:0.035604000091552734 || Total time:27.6542546749115 Iteration: 199 || Clusters count: 20 || Log posterior: -255505.06561135137 || Iter Time:0.03879809379577637 || Total time:27.693052768707275 Iteration: 200 || Clusters count: 20 || Log posterior: -255502.84670543013 || Iter Time:0.0412600040435791 || Total time:27.734312772750854 Iteration: 201 || Clusters count: 20 || Log posterior: -255505.80603875342 || Iter Time:0.03593707084655762 || Total time:27.770249843597412 Iteration: 202 || Clusters count: 20 || Log posterior: -255502.14632957496 || Iter Time:0.039598941802978516 || Total time:27.80984878540039 Iteration: 203 || Clusters count: 20 || Log posterior: -255484.57554859962 || Iter Time:0.03600907325744629 || Total time:27.845857858657837 Iteration: 204 || Clusters count: 20 || Log posterior: -255479.82609503774 || Iter Time:0.034155845642089844 || Total time:27.880013704299927 Iteration: 205 || Clusters count: 20 || Log posterior: -255476.6578953156 || Iter Time:0.0376589298248291 || Total time:27.917672634124756 Iteration: 206 || Clusters count: 20 || Log posterior: -255479.44366497148 || Iter Time:0.03407001495361328 || Total time:27.95174264907837 Iteration: 207 || Clusters count: 20 || Log posterior: -255475.72855578657 || Iter Time:0.034620046615600586 || Total time:27.98636269569397 Iteration: 208 || Clusters count: 20 || Log posterior: -255475.3835589876 || Iter Time:0.04084300994873047 || Total time:28.0272057056427 Iteration: 209 || Clusters count: 20 || Log posterior: -255471.7611444689 || Iter Time:0.03102898597717285 || Total time:28.058234691619873 NMI: 0.8110748498888268 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m23.9s [13795, 123520, 7818, 38998, 1768, 17043, 29740, 23838, 130128, 23960, 60427, 90767, 45278, 19864, 71792, 34917, 661, 17666, 96642, 151378] Loading and distributing data: 0.000381 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6700.896011689698 || Iter Time:4.432288885116577 || Total time:4.432288885116577 Iteration: 1 || Clusters count: 1 || Log posterior: -6700.896011689698 || Iter Time:0.0020139217376708984 || Total time:4.434302806854248 Iteration: 2 || Clusters count: 1 || Log posterior: -6700.896011689698 || Iter Time:0.0013837814331054688 || Total time:4.4356865882873535 Iteration: 3 || Clusters count: 1 || Log posterior: -6700.896011689698 || Iter Time:0.0013320446014404297 || Total time:4.437018632888794 Iteration: 4 || Clusters count: 1 || Log posterior: -6700.896011689698 || Iter Time:0.001275777816772461 || Total time:4.438294410705566 Iteration: 5 || Clusters count: 1 || Log posterior: -6700.896011689698 || Iter Time:0.0013320446014404297 || Total time:4.439626455307007 Iteration: 6 || Clusters count: 1 || Log posterior: -6700.896011689698 || Iter Time:0.0013120174407958984 || Total time:4.440938472747803 Iteration: 7 || Clusters count: 1 || Log posterior: -6700.896011689698 || Iter Time:0.0012497901916503906 || Total time:4.442188262939453 Iteration: 8 || Clusters count: 2 || Log posterior: -6494.009492064786 || Iter Time:0.14975500106811523 || Total time:4.591943264007568 Iteration: 9 || Clusters count: 2 || Log posterior: -6470.026769523665 || Iter Time:0.001950979232788086 || Total time:4.5938942432403564 Iteration: 10 || Clusters count: 2 || Log posterior: -6440.861485042142 || Iter Time:0.0016880035400390625 || Total time:4.5955822467803955 Iteration: 11 || Clusters count: 2 || Log posterior: -6444.314147127536 || Iter Time:0.0016510486602783203 || Total time:4.597233295440674 Iteration: 12 || Clusters count: 2 || Log posterior: -6442.586470112699 || Iter Time:0.001603841781616211 || Total time:4.59883713722229 Iteration: 13 || Clusters count: 2 || Log posterior: -6434.0398967596575 || Iter Time:0.0017120838165283203 || Total time:4.600549221038818 Iteration: 14 || Clusters count: 2 || Log posterior: -6455.133592919003 || Iter Time:0.0015609264373779297 || Total time:4.602110147476196 Iteration: 15 || Clusters count: 2 || Log posterior: -6459.514322942101 || Iter Time:0.0015780925750732422 || Total time:4.6036882400512695 Iteration: 16 || Clusters count: 2 || Log posterior: -6432.435423746765 || Iter Time:0.0015420913696289062 || Total time:4.605230331420898 Iteration: 17 || Clusters count: 2 || Log posterior: -6440.042575178119 || Iter Time:0.00160980224609375 || Total time:4.606840133666992 Iteration: 18 || Clusters count: 3 || Log posterior: -6400.221653591075 || Iter Time:0.003759145736694336 || Total time:4.6105992794036865 Iteration: 19 || Clusters count: 3 || Log posterior: -6354.626285435357 || Iter Time:0.002154827117919922 || Total time:4.6127541065216064 Iteration: 20 || Clusters count: 3 || Log posterior: -6329.468946028 || Iter Time:0.0021309852600097656 || Total time:4.614885091781616 Iteration: 21 || Clusters count: 3 || Log posterior: -6326.534604159626 || Iter Time:0.0019960403442382812 || Total time:4.6168811321258545 Iteration: 22 || Clusters count: 3 || Log posterior: -6200.301644100038 || Iter Time:0.001961946487426758 || Total time:4.618843078613281 Iteration: 23 || Clusters count: 3 || Log posterior: -6122.389067263861 || Iter Time:0.001950979232788086 || Total time:4.620794057846069 Iteration: 24 || Clusters count: 3 || Log posterior: -6110.2831476978 || Iter Time:0.0018291473388671875 || Total time:4.6226232051849365 Iteration: 25 || Clusters count: 3 || Log posterior: -6117.682850245765 || Iter Time:0.0019359588623046875 || Total time:4.624559164047241 Iteration: 26 || Clusters count: 3 || Log posterior: -6115.940921469676 || Iter Time:0.002538919448852539 || Total time:4.627098083496094 Iteration: 27 || Clusters count: 3 || Log posterior: -6107.367114045588 || Iter Time:0.0028939247131347656 || Total time:4.6299920082092285 Iteration: 28 || Clusters count: 4 || Log posterior: -6026.090637014336 || Iter Time:0.0049610137939453125 || Total time:4.634953022003174 Iteration: 29 || Clusters count: 4 || Log posterior: -6022.840755958284 || Iter Time:0.00327301025390625 || Total time:4.63822603225708 Iteration: 30 || Clusters count: 4 || Log posterior: -6007.901071995953 || Iter Time:1.0688369274139404 || Total time:5.7070629596710205 false [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4] [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4] Loading and distributing data: 0.000227 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 6 || Log posterior: -5728.782998630335 || Iter Time:0.02802300453186035 || Total time:5.735085964202881 Iteration: 32 || Clusters count: 6 || Log posterior: -5676.05965658909 || Iter Time:0.0059909820556640625 || Total time:5.741076946258545 Loading and distributing data: 0.000117 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 6 || Log posterior: -4841.74299557292 || Iter Time:0.0033740997314453125 || Total time:5.74445104598999 Iteration: 34 || Clusters count: 6 || Log posterior: -4810.727431634117 || Iter Time:0.005877017974853516 || Total time:5.750328063964844 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 6 || Log posterior: -4529.331019841954 || Iter Time:0.003659963607788086 || Total time:5.753988027572632 Iteration: 36 || Clusters count: 6 || Log posterior: -4513.817002361993 || Iter Time:0.005852937698364258 || Total time:5.759840965270996 Loading and distributing data: 0.000110 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 6 || Log posterior: -4431.937328196119 || Iter Time:0.0033769607543945312 || Total time:5.763217926025391 Iteration: 38 || Clusters count: 6 || Log posterior: -4415.263945770031 || Iter Time:0.005995988845825195 || Total time:5.769213914871216 Loading and distributing data: 0.000113 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 6 || Log posterior: -4489.99360166923 || Iter Time:0.003437042236328125 || Total time:5.772650957107544 Iteration: 40 || Clusters count: 6 || Log posterior: -4466.2893437542 || Iter Time:0.00603485107421875 || Total time:5.778685808181763 Loading and distributing data: 0.000108 seconds (128 allocations: 13.211 KiB) Iteration: 41 || Clusters count: 7 || Log posterior: -4508.786316405713 || Iter Time:0.004450082778930664 || Total time:5.783135890960693 Iteration: 42 || Clusters count: 7 || Log posterior: -4436.004153288859 || Iter Time:0.00682377815246582 || Total time:5.789959669113159 Loading and distributing data: 0.000136 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 7 || Log posterior: -4462.760028866996 || Iter Time:0.08695697784423828 || Total time:5.8769166469573975 Iteration: 44 || Clusters count: 7 || Log posterior: -4370.954206871709 || Iter Time:0.00701594352722168 || Total time:5.883932590484619 Loading and distributing data: 0.000127 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 7 || Log posterior: -4440.94986177158 || Iter Time:0.005023002624511719 || Total time:5.888955593109131 Iteration: 46 || Clusters count: 7 || Log posterior: -4363.042821474559 || Iter Time:0.006838083267211914 || Total time:5.895793676376343 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 8 || Log posterior: -4221.56318320184 || Iter Time:0.005023002624511719 || Total time:5.9008166790008545 Iteration: 48 || Clusters count: 8 || Log posterior: -4120.096629582683 || Iter Time:0.517542839050293 || Total time:6.4183595180511475 Loading and distributing data: 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posterior: -4024.568144590673 || Iter Time:0.0067670345306396484 || Total time:6.598798990249634 Iteration: 72 || Clusters count: 8 || Log posterior: -3998.4026738788425 || Iter Time:0.009427070617675781 || Total time:6.60822606086731 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 73 || Clusters count: 8 || Log posterior: -4024.647549409764 || Iter Time:0.006897926330566406 || Total time:6.615123987197876 Iteration: 74 || Clusters count: 8 || Log posterior: -4001.2781683312114 || Iter Time:0.009748220443725586 || Total time:6.624872207641602 Loading and distributing data: 0.000120 seconds (128 allocations: 13.180 KiB) Iteration: 75 || Clusters count: 8 || Log posterior: -4028.463637799591 || Iter Time:0.006659984588623047 || Total time:6.631532192230225 Iteration: 76 || Clusters count: 8 || Log posterior: -4002.5467007675197 || Iter Time:0.00974583625793457 || Total time:6.641278028488159 Loading and distributing data: 0.000133 seconds (128 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posterior: -3926.470625691466 || Iter Time:0.009804964065551758 || Total time:6.748380422592163 Loading and distributing data: 0.000120 seconds (128 allocations: 13.180 KiB) Iteration: 89 || Clusters count: 9 || Log posterior: -3966.4577947018834 || Iter Time:0.007151126861572266 || Total time:6.755531549453735 Iteration: 90 || Clusters count: 9 || Log posterior: -3919.0312387249683 || Iter Time:0.009630918502807617 || Total time:6.765162467956543 Loading and distributing data: 0.000117 seconds (128 allocations: 13.180 KiB) Iteration: 91 || Clusters count: 9 || Log posterior: -3878.5039113666317 || Iter Time:0.006309986114501953 || Total time:6.771472454071045 Iteration: 92 || Clusters count: 9 || Log posterior: -3855.421572887433 || Iter Time:0.009904861450195312 || Total time:6.78137731552124 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 93 || Clusters count: 9 || Log posterior: -3797.4121282071824 || Iter Time:0.006674051284790039 || Total 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Iteration: 127 || Clusters count: 12 || Log posterior: -3574.8526052451743 || Iter Time:0.011814117431640625 || Total time:7.120172500610352 Iteration: 128 || Clusters count: 12 || Log posterior: -3563.6858609282135 || Iter Time:0.016581058502197266 || Total time:7.136753559112549 Loading and distributing data: 0.000127 seconds (128 allocations: 13.180 KiB) Iteration: 129 || Clusters count: 12 || Log posterior: -3572.187914461042 || Iter Time:0.011538028717041016 || Total time:7.14829158782959 Iteration: 130 || Clusters count: 12 || Log posterior: -3554.932772974039 || Iter Time:0.015620946884155273 || Total time:7.163912534713745 Loading and distributing data: 0.000138 seconds (128 allocations: 13.180 KiB) Iteration: 131 || Clusters count: 12 || Log posterior: -3578.8602358659514 || Iter Time:0.011310100555419922 || Total time:7.175222635269165 Iteration: 132 || Clusters count: 12 || Log posterior: -3566.8396626178665 || Iter Time:0.017052173614501953 || Total time:7.192274808883667 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Iteration: 531 || Clusters count: 12 || Log posterior: -3560.481994998925 || Iter Time:0.010171890258789062 || Total time:12.577098608016968 Iteration: 532 || Clusters count: 12 || Log posterior: -3549.106062851523 || Iter Time:0.013981103897094727 || Total time:12.591079711914062 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 533 || Clusters count: 12 || Log posterior: -3551.71555613144 || Iter Time:0.01028299331665039 || Total time:12.601362705230713 Iteration: 534 || Clusters count: 12 || Log posterior: -3543.7929650801566 || Iter Time:0.014189004898071289 || Total time:12.615551710128784 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 535 || Clusters count: 12 || Log posterior: -3580.9685687777433 || Iter Time:0.010703086853027344 || Total time:12.626254796981812 Iteration: 536 || Clusters count: 12 || Log posterior: -3572.1752337526464 || Iter Time:0.014631032943725586 || Total 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Iteration: 553 || Clusters count: 12 || Log posterior: -3575.6160870925214 || Iter Time:0.01001596450805664 || Total time:12.868726253509521 Iteration: 554 || Clusters count: 12 || Log posterior: -3566.4206738409157 || Iter Time:0.01376485824584961 || Total time:12.882491111755371 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 555 || Clusters count: 12 || Log posterior: -3577.7930180776957 || Iter Time:0.01011514663696289 || Total time:12.892606258392334 Iteration: 556 || Clusters count: 12 || Log posterior: -3565.5122501665082 || Iter Time:0.014390945434570312 || Total time:12.906997203826904 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 557 || Clusters count: 12 || Log posterior: -3612.7602002502354 || Iter Time:0.01032400131225586 || Total time:12.91732120513916 Iteration: 558 || Clusters count: 12 || Log posterior: -3592.2519495793194 || Iter Time:0.014404058456420898 || Total 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Iteration: 575 || Clusters count: 12 || Log posterior: -3629.323011101334 || Iter Time:0.010583162307739258 || Total time:13.149597883224487 Iteration: 576 || Clusters count: 12 || Log posterior: -3621.1128928865332 || Iter Time:0.014386892318725586 || Total time:13.163984775543213 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 577 || Clusters count: 12 || Log posterior: -3556.7733989503463 || Iter Time:0.011338949203491211 || Total time:13.175323724746704 Iteration: 578 || Clusters count: 12 || Log posterior: -3555.899559996245 || Iter Time:0.015218019485473633 || Total time:13.190541744232178 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 579 || Clusters count: 12 || Log posterior: -3479.4580702362887 || Iter Time:0.010951042175292969 || Total time:13.20149278640747 Iteration: 580 || Clusters count: 12 || Log posterior: -3466.8693082318546 || Iter Time:0.014480113983154297 || Total 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Iteration: 597 || Clusters count: 12 || Log posterior: -3630.463625532976 || Iter Time:0.011507034301757812 || Total time:13.448256731033325 Iteration: 598 || Clusters count: 12 || Log posterior: -3618.2575207096106 || Iter Time:0.014744997024536133 || Total time:13.463001728057861 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 599 || Clusters count: 12 || Log posterior: -3569.928063102306 || Iter Time:0.010994911193847656 || Total time:13.473996639251709 Iteration: 600 || Clusters count: 12 || Log posterior: -3562.608241065625 || Iter Time:0.017941951751708984 || Total time:13.491938591003418 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 601 || Clusters count: 12 || Log posterior: -3529.349406953209 || Iter Time:0.010360956192016602 || Total time:13.502299547195435 Iteration: 602 || Clusters count: 12 || Log posterior: -3515.2963916406834 || Iter Time:0.014429092407226562 || Total 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Iteration: 779 || Clusters count: 12 || Log posterior: -3633.3306062547917 || Iter Time:0.010264873504638672 || Total time:15.90349268913269 Iteration: 780 || Clusters count: 12 || Log posterior: -3619.9762871843045 || Iter Time:0.03369593620300293 || Total time:15.937188625335693 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 781 || Clusters count: 12 || Log posterior: -3621.805806956325 || Iter Time:0.010762929916381836 || Total time:15.947951555252075 Iteration: 782 || Clusters count: 12 || Log posterior: -3599.9551204757054 || Iter Time:0.014414072036743164 || Total time:15.962365627288818 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 783 || Clusters count: 12 || Log posterior: -3575.0057074495585 || Iter Time:0.010751008987426758 || Total time:15.973116636276245 Iteration: 784 || Clusters count: 12 || Log posterior: -3557.1914287573068 || Iter Time:0.014475822448730469 || Total 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Iteration: 801 || Clusters count: 12 || Log posterior: -3581.7627437208257 || Iter Time:0.009328126907348633 || Total time:16.195452213287354 Iteration: 802 || Clusters count: 12 || Log posterior: -3571.81862821959 || Iter Time:0.01212000846862793 || Total time:16.20757222175598 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 803 || Clusters count: 12 || Log posterior: -3582.5152341026355 || Iter Time:0.009356021881103516 || Total time:16.216928243637085 Iteration: 804 || Clusters count: 12 || Log posterior: -3562.9128364264784 || Iter Time:0.011837005615234375 || Total time:16.22876524925232 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 805 || Clusters count: 12 || Log posterior: -3523.605020607595 || Iter Time:0.009896993637084961 || Total time:16.238662242889404 Iteration: 806 || Clusters count: 12 || Log posterior: -3509.3117361457435 || Iter Time:0.013516902923583984 || Total time:16.25217914581299 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-3519.1092484392125 || Iter Time:0.014692068099975586 || Total time:22.411506175994873 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1265 || Clusters count: 12 || Log posterior: -3538.946210373626 || Iter Time:0.011311054229736328 || Total time:22.42281723022461 Iteration: 1266 || Clusters count: 12 || Log posterior: -3522.4455770443915 || Iter Time:0.014388084411621094 || Total time:22.43720531463623 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1267 || Clusters count: 12 || Log posterior: -3495.9604759126323 || Iter Time:0.010113000869750977 || Total time:22.44731831550598 Iteration: 1268 || Clusters count: 12 || Log posterior: -3490.8479485893763 || Iter Time:0.014166116714477539 || Total time:22.46148443222046 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1269 || Clusters count: 12 || Log posterior: -3553.9883626053347 || Iter Time:0.010288000106811523 || 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-3536.492783647277 || Iter Time:0.01497197151184082 || Total time:22.69526243209839 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1287 || Clusters count: 12 || Log posterior: -3551.9179082633927 || Iter Time:0.010790109634399414 || Total time:22.706052541732788 Iteration: 1288 || Clusters count: 12 || Log posterior: -3545.658817496198 || Iter Time:0.014584064483642578 || Total time:22.72063660621643 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1289 || Clusters count: 12 || Log posterior: -3535.1745669227325 || Iter Time:0.010903120040893555 || Total time:22.731539726257324 Iteration: 1290 || Clusters count: 12 || Log posterior: -3531.5649474586494 || Iter Time:0.01577901840209961 || Total time:22.747318744659424 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1291 || Clusters count: 12 || Log posterior: -3542.141587438146 || Iter Time:0.012566089630126953 || 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-3587.4293536538835 || Iter Time:0.01408696174621582 || Total time:22.99582815170288 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1309 || Clusters count: 12 || Log posterior: -3646.097398666421 || Iter Time:0.010946035385131836 || Total time:23.006774187088013 Iteration: 1310 || Clusters count: 12 || Log posterior: -3632.841710624239 || Iter Time:0.014162063598632812 || Total time:23.020936250686646 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1311 || Clusters count: 12 || Log posterior: -3588.9044711398456 || Iter Time:0.010148048400878906 || Total time:23.031084299087524 Iteration: 1312 || Clusters count: 12 || Log posterior: -3574.3164745304 || Iter Time:0.014467000961303711 || Total time:23.045551300048828 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1313 || Clusters count: 12 || Log posterior: -3502.906680485624 || Iter Time:0.01012110710144043 || 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-3585.414501810326 || Iter Time:0.015136957168579102 || Total time:23.30350112915039 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1331 || Clusters count: 12 || Log posterior: -3583.9859133588266 || Iter Time:0.011214971542358398 || Total time:23.31471610069275 Iteration: 1332 || Clusters count: 12 || Log posterior: -3572.1555950004235 || Iter Time:0.014456987380981445 || Total time:23.32917308807373 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1333 || Clusters count: 12 || Log posterior: -3596.9786549065984 || Iter Time:0.010751962661743164 || Total time:23.339925050735474 Iteration: 1334 || Clusters count: 12 || Log posterior: -3584.482546431583 || Iter Time:0.015036821365356445 || Total time:23.35496187210083 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1335 || Clusters count: 12 || Log posterior: -3533.722599663429 || Iter Time:0.010825157165527344 || 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-3579.508517896399 || Iter Time:0.014509916305541992 || Total time:24.476936101913452 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1419 || Clusters count: 12 || Log posterior: -3595.1730996418974 || Iter Time:0.010396003723144531 || Total time:24.487332105636597 Iteration: 1420 || Clusters count: 12 || Log posterior: -3580.959235472778 || Iter Time:0.014419078826904297 || Total time:24.5017511844635 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1421 || Clusters count: 12 || Log posterior: -3601.6318962016735 || Iter Time:0.011444091796875 || Total time:24.513195276260376 Iteration: 1422 || Clusters count: 12 || Log posterior: -3586.0112940018357 || Iter Time:0.018097877502441406 || Total time:24.531293153762817 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1423 || Clusters count: 12 || Log posterior: -3604.2348889996706 || Iter Time:0.013644933700561523 || 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-3607.7675069942707 || Iter Time:0.01594710350036621 || Total time:25.444905281066895 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1485 || Clusters count: 12 || Log posterior: -3613.795315019764 || Iter Time:0.011718988418579102 || Total time:25.456624269485474 Iteration: 1486 || Clusters count: 12 || Log posterior: -3600.66313457415 || Iter Time:0.015375137329101562 || Total time:25.471999406814575 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1487 || Clusters count: 12 || Log posterior: -3582.9324036000376 || Iter Time:0.011847972869873047 || Total time:25.48384737968445 Iteration: 1488 || Clusters count: 12 || Log posterior: -3576.642609212497 || Iter Time:0.01649785041809082 || Total time:25.50034523010254 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1489 || Clusters count: 12 || Log posterior: -3579.5653043597536 || Iter Time:0.011271953582763672 || 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distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1501 || Clusters count: 12 || Log posterior: -3551.4907619209753 || Iter Time:0.010475873947143555 || Total time:25.672409772872925 Iteration: 1502 || Clusters count: 12 || Log posterior: -3546.024490454008 || Iter Time:0.014518022537231445 || Total time:25.686927795410156 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1503 || Clusters count: 12 || Log posterior: -3581.038984896447 || Iter Time:0.010387182235717773 || Total time:25.697314977645874 Iteration: 1504 || Clusters count: 12 || Log posterior: -3575.1301412546186 || Iter Time:0.014545917510986328 || Total time:25.71186089515686 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1505 || Clusters count: 12 || Log posterior: -3605.8304574263802 || Iter Time:0.010236024856567383 || Total time:25.722096920013428 Iteration: 1506 || Clusters count: 12 || Log posterior: -3600.789848029372 || Iter Time:0.013944864273071289 || Total time:25.7360417842865 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1507 || Clusters count: 12 || Log posterior: -3601.2852699936066 || Iter Time:0.010309934616088867 || Total time:25.746351718902588 Iteration: 1508 || Clusters count: 12 || Log posterior: -3589.7827270124712 || Iter Time:0.014747858047485352 || Total time:25.761099576950073 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1509 || Clusters count: 12 || Log posterior: -3606.4146738941013 || Iter Time:0.011587142944335938 || Total time:25.77268671989441 Iteration: 1510 || Clusters count: 12 || Log posterior: -3590.1972908076277 || Iter Time:0.03504800796508789 || Total time:25.807734727859497 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1511 || Clusters count: 12 || Log posterior: -3554.3487400370204 || Iter Time:0.011525869369506836 || 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-3566.0248378236133 || Iter Time:0.015084028244018555 || Total time:26.04740285873413 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1529 || Clusters count: 12 || Log posterior: -3656.021078835162 || Iter Time:0.009883880615234375 || Total time:26.057286739349365 Iteration: 1530 || Clusters count: 12 || Log posterior: -3636.370247739604 || Iter Time:0.014642953872680664 || Total time:26.071929693222046 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1531 || Clusters count: 12 || Log posterior: -3650.6358367958637 || Iter Time:0.011652946472167969 || Total time:26.083582639694214 Iteration: 1532 || Clusters count: 12 || Log posterior: -3636.058969683433 || Iter Time:0.014683008193969727 || Total time:26.098265647888184 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1533 || Clusters count: 12 || Log posterior: -3559.4465964661576 || Iter Time:0.01114511489868164 || 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-3550.5640761753552 || Iter Time:0.017127037048339844 || Total time:26.3678457736969 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1551 || Clusters count: 12 || Log posterior: -3540.1921163102807 || Iter Time:0.012094974517822266 || Total time:26.37994074821472 Iteration: 1552 || Clusters count: 12 || Log posterior: -3534.3683026814597 || Iter Time:0.016427993774414062 || Total time:26.396368741989136 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1553 || Clusters count: 12 || Log posterior: -3538.096891975685 || Iter Time:0.012490034103393555 || Total time:26.40885877609253 Iteration: 1554 || Clusters count: 12 || Log posterior: -3529.9121636210925 || Iter Time:0.01696491241455078 || Total time:26.42582368850708 Loading and distributing data: 0.000170 seconds (129 allocations: 13.195 KiB) Iteration: 1555 || Clusters count: 12 || Log posterior: -3555.6964310807525 || Iter Time:0.01194906234741211 || 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-3574.9971358601683 || Iter Time:0.014523029327392578 || Total time:26.662508249282837 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1573 || Clusters count: 12 || Log posterior: -3567.2666833130043 || Iter Time:0.01135396957397461 || Total time:26.67386221885681 Iteration: 1574 || Clusters count: 12 || Log posterior: -3563.632889981251 || Iter Time:0.014798879623413086 || Total time:26.688661098480225 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1575 || Clusters count: 12 || Log posterior: -3523.719150784863 || Iter Time:0.011076927185058594 || Total time:26.699738025665283 Iteration: 1576 || Clusters count: 12 || Log posterior: -3518.54017463377 || Iter Time:0.014879226684570312 || Total time:26.714617252349854 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1577 || Clusters count: 12 || Log posterior: -3569.2215981439444 || Iter Time:0.010803937911987305 || 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count: 12 || Log posterior: -3507.2782472886297 || Iter Time:0.011707067489624023 || Total time:26.802972316741943 Iteration: 1584 || Clusters count: 12 || Log posterior: -3503.3006162831493 || Iter Time:0.03719902038574219 || Total time:26.840171337127686 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1585 || Clusters count: 12 || Log posterior: -3551.5902211220673 || Iter Time:0.01090097427368164 || Total time:26.851072311401367 Iteration: 1586 || Clusters count: 12 || Log posterior: -3548.103255258919 || Iter Time:0.015093088150024414 || Total time:26.86616539955139 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1587 || Clusters count: 12 || Log posterior: -3529.529340015165 || Iter Time:0.011451959609985352 || Total time:26.877617359161377 Iteration: 1588 || Clusters count: 12 || Log posterior: -3522.5386620760873 || Iter Time:0.015179157257080078 || Total time:26.892796516418457 Loading and 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-3508.076323587718 || Iter Time:0.015310049057006836 || Total time:27.56261444091797 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1639 || Clusters count: 12 || Log posterior: -3589.1156306363005 || Iter Time:0.01048898696899414 || Total time:27.573103427886963 Iteration: 1640 || Clusters count: 12 || Log posterior: -3584.150700999768 || Iter Time:0.015186071395874023 || Total time:27.588289499282837 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1641 || Clusters count: 12 || Log posterior: -3552.8596725206953 || Iter Time:0.011308908462524414 || Total time:27.59959840774536 Iteration: 1642 || Clusters count: 12 || Log posterior: -3549.7081559889084 || Iter Time:0.014904022216796875 || Total time:27.614502429962158 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1643 || Clusters count: 12 || Log posterior: -3569.2602934035813 || Iter Time:0.01155710220336914 || 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-3568.0194226926965 || Iter Time:0.01580500602722168 || Total time:27.876431941986084 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1661 || Clusters count: 12 || Log posterior: -3619.9926195996486 || Iter Time:0.012019157409667969 || Total time:27.888451099395752 Iteration: 1662 || Clusters count: 12 || Log posterior: -3607.814224844149 || Iter Time:0.01654815673828125 || Total time:27.904999256134033 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1663 || Clusters count: 12 || Log posterior: -3658.8991954540884 || Iter Time:0.011444091796875 || Total time:27.916443347930908 Iteration: 1664 || Clusters count: 12 || Log posterior: -3646.01326101594 || Iter Time:0.015258073806762695 || Total time:27.93170142173767 Loading and distributing data: 0.000132 seconds (134 allocations: 13.352 KiB) Iteration: 1665 || Clusters count: 12 || Log posterior: -3604.2235509815364 || Iter Time:0.01133108139038086 || 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-3545.162271691967 || Iter Time:0.015684843063354492 || Total time:28.175703525543213 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1683 || Clusters count: 12 || Log posterior: -3574.834459072814 || Iter Time:0.011427879333496094 || Total time:28.18713140487671 Iteration: 1684 || Clusters count: 12 || Log posterior: -3563.660932786889 || Iter Time:0.0158078670501709 || Total time:28.20293927192688 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1685 || Clusters count: 12 || Log posterior: -3558.756016315711 || Iter Time:0.012305974960327148 || Total time:28.215245246887207 Iteration: 1686 || Clusters count: 12 || Log posterior: -3549.16136854999 || Iter Time:0.015362024307250977 || Total time:28.230607271194458 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1687 || Clusters count: 12 || Log posterior: -3572.330738138217 || Iter Time:0.012033939361572266 || Total 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-3536.168016657481 || Iter Time:0.015668869018554688 || Total time:29.44293212890625 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1771 || Clusters count: 12 || Log posterior: -3556.05454208306 || Iter Time:0.012279987335205078 || Total time:29.455212116241455 Iteration: 1772 || Clusters count: 12 || Log posterior: -3540.6639251953748 || Iter Time:0.015063047409057617 || Total time:29.470275163650513 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1773 || Clusters count: 12 || Log posterior: -3571.4985996387577 || Iter Time:0.011223077774047852 || Total time:29.48149824142456 Iteration: 1774 || Clusters count: 12 || Log posterior: -3551.0099203314244 || Iter Time:0.038719892501831055 || Total time:29.52021813392639 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1775 || Clusters count: 12 || Log posterior: -3523.8407506513868 || Iter Time:0.011008977890014648 || 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-3555.5485686901675 || Iter Time:0.015307903289794922 || Total time:29.769766807556152 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1793 || Clusters count: 12 || Log posterior: -3566.4007716626734 || Iter Time:0.012025117874145508 || Total time:29.781791925430298 Iteration: 1794 || Clusters count: 12 || Log posterior: -3551.4919988549877 || Iter Time:0.01683807373046875 || Total time:29.798629999160767 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1795 || Clusters count: 12 || Log posterior: -3587.959068948201 || Iter Time:0.011555910110473633 || Total time:29.81018590927124 Iteration: 1796 || Clusters count: 12 || Log posterior: -3580.0202549352075 || Iter Time:0.016453981399536133 || Total time:29.826639890670776 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1797 || Clusters count: 12 || Log posterior: -3615.771655460499 || Iter Time:0.011567115783691406 || Total time:29.838207006454468 Iteration: 1798 || Clusters count: 12 || Log posterior: -3609.1895430062755 || Iter Time:0.015646934509277344 || Total time:29.853853940963745 Loading and distributing data: 0.000140 seconds (134 allocations: 13.352 KiB) Iteration: 1799 || Clusters count: 12 || Log posterior: -3570.0142787066316 || Iter Time:0.011516809463500977 || Total time:29.865370750427246 Iteration: 1800 || Clusters count: 12 || Log posterior: -3556.3853697810882 || Iter Time:0.016108989715576172 || Total time:29.881479740142822 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1801 || Clusters count: 12 || Log posterior: -3564.031661402076 || Iter Time:0.011538028717041016 || Total time:29.893017768859863 Iteration: 1802 || Clusters count: 12 || Log posterior: -3533.325598683632 || Iter Time:0.015501022338867188 || Total time:29.90851879119873 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1803 || 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-3544.486906006121 || Iter Time:0.016936063766479492 || Total time:30.13351082801819 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1815 || Clusters count: 12 || Log posterior: -3524.909703931983 || Iter Time:0.012214899063110352 || Total time:30.1457257270813 Iteration: 1816 || Clusters count: 12 || Log posterior: -3520.8295927446807 || Iter Time:0.016221046447753906 || Total time:30.161946773529053 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1817 || Clusters count: 12 || Log posterior: -3534.80529185158 || Iter Time:0.011594057083129883 || Total time:30.173540830612183 Iteration: 1818 || Clusters count: 12 || Log posterior: -3524.475842115666 || Iter Time:0.015948772430419922 || Total time:30.189489603042603 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1819 || Clusters count: 12 || Log posterior: -3519.7041810892356 || Iter Time:0.011561155319213867 || 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Clusters count: 12 || Log posterior: -3570.1342955754153 || Iter Time:0.011523008346557617 || Total time:30.28307795524597 Iteration: 1826 || Clusters count: 12 || Log posterior: -3559.299744795687 || Iter Time:0.01606583595275879 || Total time:30.29914379119873 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1827 || Clusters count: 12 || Log posterior: -3632.4853575949533 || Iter Time:0.012163162231445312 || Total time:30.311306953430176 Iteration: 1828 || Clusters count: 12 || Log posterior: -3619.382565795984 || Iter Time:0.01595306396484375 || Total time:30.32726001739502 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1829 || Clusters count: 12 || Log posterior: -3624.220171080497 || Iter Time:0.012130022048950195 || Total time:30.33939003944397 Iteration: 1830 || Clusters count: 12 || Log posterior: -3618.9956672355115 || Iter Time:0.016536951065063477 || Total time:30.355926990509033 Loading and 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-3597.6508188291486 || Iter Time:0.015153169631958008 || Total time:30.438443422317505 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1837 || Clusters count: 12 || Log posterior: -3607.3161448988462 || Iter Time:0.011120080947875977 || Total time:30.44956350326538 Iteration: 1838 || Clusters count: 12 || Log posterior: -3590.5248136694995 || Iter Time:0.017045021057128906 || Total time:30.46660852432251 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 12 || Log posterior: -3588.1135174289057 || Iter Time:0.012759923934936523 || Total time:30.479368448257446 Iteration: 1840 || Clusters count: 12 || Log posterior: -3569.4277608782286 || Iter Time:0.01592397689819336 || Total time:30.49529242515564 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 12 || Log posterior: -3594.258424923522 || Iter Time:0.011687040328979492 || 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distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 12 || Log posterior: -3554.735225073935 || Iter Time:0.011959075927734375 || Total time:30.68064832687378 Iteration: 1854 || Clusters count: 12 || Log posterior: -3541.874660506958 || Iter Time:0.016863107681274414 || Total time:30.697511434555054 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 12 || Log posterior: -3617.1214333558432 || Iter Time:0.01239013671875 || Total time:30.709901571273804 Iteration: 1856 || Clusters count: 12 || Log posterior: -3608.4692329020204 || Iter Time:0.016197919845581055 || Total time:30.726099491119385 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 12 || Log posterior: -3638.628859723363 || Iter Time:0.03806900978088379 || Total time:30.76416850090027 Iteration: 1858 || Clusters count: 12 || Log posterior: -3635.4296656494857 || Iter Time:0.015924930572509766 || Total time:30.78009343147278 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 12 || Log posterior: -3619.126374125816 || Iter Time:0.011171102523803711 || Total time:30.791264533996582 Iteration: 1860 || Clusters count: 12 || Log posterior: -3614.5548693249966 || Iter Time:0.015214920043945312 || Total time:30.806479454040527 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 12 || Log posterior: -3596.867371977369 || Iter Time:0.01265096664428711 || Total time:30.819130420684814 Iteration: 1862 || Clusters count: 12 || Log posterior: -3589.857607984043 || Iter Time:0.015290975570678711 || Total time:30.834421396255493 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 12 || Log posterior: -3571.884240930209 || Iter Time:0.011487007141113281 || 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Clusters count: 12 || Log posterior: -3565.091130008732 || Iter Time:0.01198577880859375 || Total time:30.929260969161987 Iteration: 1870 || Clusters count: 12 || Log posterior: -3552.6520759204986 || Iter Time:0.01587390899658203 || Total time:30.94513487815857 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 12 || Log posterior: -3544.939117375209 || Iter Time:0.013010025024414062 || Total time:30.958144903182983 Iteration: 1872 || Clusters count: 12 || Log posterior: -3542.4341370242705 || Iter Time:0.01775813102722168 || Total time:30.975903034210205 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 12 || Log posterior: -3572.317431747403 || Iter Time:0.01266622543334961 || Total time:30.988569259643555 Iteration: 1874 || Clusters count: 12 || Log posterior: -3568.631797026915 || Iter Time:0.015079021453857422 || Total time:31.003648281097412 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 12 || Log posterior: -3557.67061142637 || Iter Time:0.011187076568603516 || Total time:31.014835357666016 Iteration: 1876 || Clusters count: 12 || Log posterior: -3544.8412322587046 || Iter Time:0.015485048294067383 || Total time:31.030320405960083 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 12 || Log posterior: -3584.256980756521 || Iter Time:0.011274099349975586 || Total time:31.04159450531006 Iteration: 1878 || Clusters count: 12 || Log posterior: -3574.095892900322 || Iter Time:0.01625204086303711 || Total time:31.057846546173096 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 12 || Log posterior: -3596.709319540115 || Iter Time:0.01169896125793457 || Total time:31.06954550743103 Iteration: 1880 || Clusters count: 12 || Log posterior: -3582.297849406923 || Iter Time:0.014819860458374023 || Total time:31.084365367889404 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 12 || Log posterior: -3603.1557711794794 || Iter Time:0.015084028244018555 || Total time:31.099449396133423 Iteration: 1882 || Clusters count: 12 || Log posterior: -3594.617867343654 || Iter Time:0.014994144439697266 || Total time:31.11444354057312 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 12 || Log posterior: -3581.589230914582 || Iter Time:0.011554956436157227 || Total time:31.125998497009277 Iteration: 1884 || Clusters count: 12 || Log posterior: -3567.34314362714 || Iter Time:0.01622796058654785 || Total time:31.142226457595825 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 12 || Log posterior: -3588.1761019020514 || Iter Time:0.012176990509033203 || Total time:31.15440344810486 Iteration: 1886 || Clusters count: 12 || Log posterior: -3563.191525046262 || Iter Time:0.015265941619873047 || Total time:31.16966938972473 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 12 || Log posterior: -3539.727047179832 || Iter Time:0.011044979095458984 || Total time:31.18071436882019 Iteration: 1888 || Clusters count: 12 || Log posterior: -3524.3255253672696 || Iter Time:0.014744997024536133 || Total time:31.195459365844727 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 12 || Log posterior: -3542.1405926289112 || Iter Time:0.010893106460571289 || Total time:31.206352472305298 Iteration: 1890 || Clusters count: 12 || Log posterior: -3537.3174304385925 || Iter Time:0.015482902526855469 || Total time:31.221835374832153 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 12 || Log posterior: -3560.847225275264 || Iter Time:0.010740041732788086 || Total time:31.23257541656494 Iteration: 1892 || Clusters count: 12 || Log posterior: -3547.6536975604886 || Iter Time:0.014828920364379883 || Total time:31.24740433692932 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 12 || Log posterior: -3541.9673592495587 || Iter Time:0.010714054107666016 || Total time:31.258118391036987 Iteration: 1894 || Clusters count: 12 || Log posterior: -3535.0664631451937 || Iter Time:0.015832185745239258 || Total time:31.273950576782227 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 12 || Log posterior: -3501.313681843858 || Iter Time:0.011938095092773438 || Total time:31.285888671875 Iteration: 1896 || Clusters count: 12 || Log posterior: -3489.1019019415303 || Iter Time:0.014816999435424805 || Total time:31.300705671310425 Loading and 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-3609.9797517419197 || Iter Time:0.015121936798095703 || Total time:31.40261697769165 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 12 || Log posterior: -3559.962763544822 || Iter Time:0.011042118072509766 || Total time:31.41365909576416 Iteration: 1904 || Clusters count: 12 || Log posterior: -3540.4753343159855 || Iter Time:0.01504206657409668 || Total time:31.428701162338257 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 12 || Log posterior: -3576.4967498926435 || Iter Time:0.01156306266784668 || Total time:31.440264225006104 Iteration: 1906 || Clusters count: 12 || Log posterior: -3562.5560709612196 || Iter Time:0.014807939529418945 || Total time:31.455072164535522 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 12 || Log posterior: -3626.892976697242 || Iter Time:0.011522054672241211 || Total time:31.466594219207764 Iteration: 1908 || Clusters count: 12 || Log posterior: -3618.3729745822116 || Iter Time:0.014760971069335938 || Total time:31.4813551902771 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 12 || Log posterior: -3518.0733677969647 || Iter Time:0.011242866516113281 || Total time:31.492598056793213 Iteration: 1910 || Clusters count: 12 || Log posterior: -3511.7950366176883 || Iter Time:0.015033960342407227 || Total time:31.50763201713562 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 12 || Log posterior: -3505.7635431509925 || Iter Time:0.01073598861694336 || Total time:31.518368005752563 Iteration: 1912 || Clusters count: 12 || Log posterior: -3494.8486534898416 || Iter Time:0.015106916427612305 || Total time:31.533474922180176 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 12 || Log posterior: -3528.552004885771 || Iter Time:0.01116490364074707 || Total time:31.544639825820923 Iteration: 1914 || Clusters count: 12 || Log posterior: -3515.7156357305653 || Iter Time:0.014970064163208008 || Total time:31.55960988998413 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 12 || Log posterior: -3582.9309110776285 || Iter Time:0.01042795181274414 || Total time:31.570037841796875 Iteration: 1916 || Clusters count: 12 || Log posterior: -3569.4298547481635 || Iter Time:0.01464986801147461 || Total time:31.58468770980835 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 12 || Log posterior: -3554.73865285041 || Iter Time:0.011211872100830078 || Total time:31.59589958190918 Iteration: 1918 || Clusters count: 12 || Log posterior: -3552.329224464466 || Iter Time:0.014864921569824219 || Total time:31.610764503479004 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 12 || Log posterior: -3554.840496213105 || Iter Time:0.010584831237792969 || Total time:31.621349334716797 Iteration: 1920 || Clusters count: 12 || Log posterior: -3539.416695434633 || Iter Time:0.014873027801513672 || Total time:31.63622236251831 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 12 || Log posterior: -3545.9860367489787 || Iter Time:0.011605024337768555 || Total time:31.64782738685608 Iteration: 1922 || Clusters count: 12 || Log posterior: -3531.9424498503063 || Iter Time:0.015964031219482422 || Total time:31.66379141807556 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 12 || Log posterior: -3543.87033531252 || Iter Time:0.012366056442260742 || Total time:31.676157474517822 Iteration: 1924 || Clusters count: 12 || Log posterior: -3536.037954247513 || Iter Time:0.015063047409057617 || Total time:31.69122052192688 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 12 || Log posterior: -3546.724041236193 || Iter Time:0.011179924011230469 || Total time:31.70240044593811 Iteration: 1926 || Clusters count: 12 || Log posterior: -3533.2764905471104 || Iter Time:0.01709890365600586 || Total time:31.719499349594116 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 12 || Log posterior: -3591.836153175835 || Iter Time:0.012274026870727539 || Total time:31.731773376464844 Iteration: 1928 || Clusters count: 12 || Log posterior: -3584.205706397841 || Iter Time:0.015750885009765625 || Total time:31.74752426147461 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 12 || Log posterior: -3589.970595867976 || Iter Time:0.012494087219238281 || Total time:31.760018348693848 Iteration: 1930 || Clusters count: 12 || Log posterior: -3578.0908246914855 || Iter Time:0.01632213592529297 || Total time:31.77634048461914 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 12 || Log posterior: -3537.254969358187 || Iter Time:0.01233983039855957 || Total time:31.7886803150177 Iteration: 1932 || Clusters count: 12 || Log posterior: -3528.976415824246 || Iter Time:0.01624584197998047 || Total time:31.80492615699768 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 12 || Log posterior: -3586.3286410554565 || Iter Time:0.01111602783203125 || Total time:31.816042184829712 Iteration: 1934 || Clusters count: 12 || Log posterior: -3575.3729132661033 || Iter Time:0.015351057052612305 || Total time:31.831393241882324 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 12 || Log posterior: -3575.130331710505 || Iter Time:0.011746883392333984 || Total time:31.843140125274658 Iteration: 1936 || Clusters count: 12 || Log posterior: -3568.6001814636843 || Iter Time:0.01601386070251465 || Total time:31.859153985977173 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 12 || Log posterior: -3559.685867564475 || Iter Time:0.011895895004272461 || Total time:31.871049880981445 Iteration: 1938 || Clusters count: 12 || Log posterior: -3548.5464188861697 || Iter Time:0.015659093856811523 || Total time:31.886708974838257 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 12 || Log posterior: -3544.9363817182884 || Iter Time:0.011214017868041992 || Total time:31.8979229927063 Iteration: 1940 || Clusters count: 12 || Log posterior: -3539.0006956329253 || Iter Time:0.04002499580383301 || Total time:31.937947988510132 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 12 || Log posterior: -3591.795010787117 || Iter Time:0.01178121566772461 || Total time:31.949729204177856 Iteration: 1942 || Clusters count: 12 || Log posterior: -3581.3307534267 || Iter Time:0.014650106430053711 || Total time:31.96437931060791 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 12 || Log posterior: -3620.3955333333147 || Iter Time:0.01120901107788086 || Total time:31.97558832168579 Iteration: 1944 || Clusters count: 12 || Log posterior: -3608.794354268271 || Iter Time:0.01519918441772461 || Total time:31.990787506103516 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 12 || Log posterior: -3558.869137094423 || Iter Time:0.01074981689453125 || Total time:32.00153732299805 Iteration: 1946 || Clusters count: 12 || Log posterior: -3547.919520368636 || Iter Time:0.014471054077148438 || Total time:32.016008377075195 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 12 || Log posterior: -3510.1614402683495 || Iter Time:0.012362003326416016 || Total time:32.02837038040161 Iteration: 1948 || Clusters count: 12 || Log posterior: -3506.9345564102455 || Iter Time:0.016161203384399414 || Total time:32.04453158378601 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 12 || Log posterior: -3540.270600402599 || Iter Time:0.011574983596801758 || Total time:32.05610656738281 Iteration: 1950 || Clusters count: 12 || Log posterior: -3524.0282635269787 || Iter Time:0.01498103141784668 || Total time:32.07108759880066 Loading and distributing data: 0.000165 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 12 || Log posterior: -3564.711588415136 || Iter Time:0.011034965515136719 || Total time:32.082122564315796 Iteration: 1952 || Clusters count: 12 || Log posterior: -3559.1478504051106 || Iter Time:0.015349149703979492 || Total time:32.097471714019775 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 12 || Log posterior: -3638.150288049276 || Iter Time:0.01234889030456543 || Total time:32.10982060432434 Iteration: 1954 || Clusters count: 12 || Log posterior: -3625.094827696081 || Iter Time:0.01590418815612793 || Total time:32.12572479248047 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 12 || Log posterior: -3610.3420244509166 || Iter Time:0.01129603385925293 || Total time:32.13702082633972 Iteration: 1956 || Clusters count: 12 || Log posterior: -3592.2849488233915 || Iter Time:0.014887809753417969 || Total time:32.15190863609314 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 12 || Log posterior: -3572.2556614801297 || Iter Time:0.011252880096435547 || Total time:32.163161516189575 Iteration: 1958 || Clusters count: 12 || Log posterior: -3559.719528629995 || Iter Time:0.015878915786743164 || Total time:32.17904043197632 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 12 || Log posterior: -3596.7499402585668 || Iter Time:0.014141082763671875 || Total time:32.19318151473999 Iteration: 1960 || Clusters count: 12 || Log posterior: -3586.795214285607 || Iter Time:0.016628026962280273 || Total time:32.20980954170227 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 12 || Log posterior: -3593.0140737039433 || Iter Time:0.010846853256225586 || Total time:32.220656394958496 Iteration: 1962 || Clusters count: 12 || Log posterior: -3563.263820707532 || Iter Time:0.016000986099243164 || Total time:32.23665738105774 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 12 || Log posterior: -3546.7680840207076 || Iter Time:0.012017965316772461 || Total time:32.24867534637451 Iteration: 1964 || Clusters count: 12 || Log posterior: -3537.073233436237 || Iter Time:0.015583992004394531 || Total time:32.264259338378906 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 12 || Log posterior: -3566.104435682935 || Iter Time:0.012568950653076172 || Total time:32.27682828903198 Iteration: 1966 || Clusters count: 12 || Log posterior: -3555.1997058626184 || Iter Time:0.0170137882232666 || Total time:32.29384207725525 Loading and distributing data: 0.000181 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 12 || Log posterior: -3591.2826335493382 || Iter Time:0.012485027313232422 || Total time:32.30632710456848 Iteration: 1968 || Clusters count: 12 || Log posterior: -3578.131119803857 || Iter Time:0.015600919723510742 || Total time:32.32192802429199 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 12 || Log posterior: -3539.1374100566736 || Iter Time:0.011970043182373047 || Total time:32.333898067474365 Iteration: 1970 || Clusters count: 12 || Log posterior: -3536.5787963380876 || Iter Time:0.01554107666015625 || Total time:32.34943914413452 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 12 || Log posterior: -3520.8984789076076 || Iter Time:0.011445045471191406 || Total time:32.36088418960571 Iteration: 1972 || Clusters count: 12 || Log posterior: -3513.051379936947 || Iter Time:0.01636505126953125 || Total time:32.377249240875244 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 12 || Log posterior: -3563.37271844067 || Iter Time:0.01152801513671875 || Total time:32.38877725601196 Iteration: 1974 || Clusters count: 12 || Log posterior: -3561.0097564795888 || Iter Time:0.015141010284423828 || Total time:32.40391826629639 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 12 || Log posterior: -3568.3428927057917 || Iter Time:0.011383056640625 || Total time:32.41530132293701 Iteration: 1976 || Clusters count: 12 || Log posterior: -3553.2313885521207 || Iter Time:0.014275074005126953 || Total time:32.42957639694214 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 12 || Log posterior: -3605.526405573848 || Iter Time:0.010931968688964844 || Total time:32.4405083656311 Iteration: 1978 || Clusters count: 12 || Log posterior: -3594.149184449789 || Iter Time:0.015229225158691406 || Total time:32.455737590789795 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 12 || Log posterior: -3595.2758857779454 || Iter Time:0.010737180709838867 || Total time:32.466474771499634 Iteration: 1980 || Clusters count: 12 || Log posterior: -3590.099154765047 || Iter Time:0.04010891914367676 || Total time:32.50658369064331 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 12 || Log posterior: -3552.842168149751 || Iter Time:0.012631893157958984 || Total time:32.51921558380127 Iteration: 1982 || Clusters count: 12 || Log posterior: -3545.509297349395 || Iter Time:0.017045974731445312 || Total time:32.536261558532715 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 12 || Log posterior: -3508.097599278339 || Iter Time:0.012579917907714844 || Total time:32.54884147644043 Iteration: 1984 || Clusters count: 12 || Log posterior: -3493.0406626654453 || Iter Time:0.016913175582885742 || Total time:32.565754652023315 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 12 || Log posterior: -3598.8577997298776 || Iter Time:0.012649774551391602 || Total time:32.57840442657471 Iteration: 1986 || Clusters count: 12 || Log posterior: -3584.473832020236 || Iter Time:0.01628899574279785 || Total time:32.594693422317505 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 12 || Log posterior: -3621.5582478843744 || Iter Time:0.011572122573852539 || Total time:32.60626554489136 Iteration: 1988 || Clusters count: 12 || Log posterior: -3609.7074661737142 || Iter Time:0.01588296890258789 || Total time:32.622148513793945 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 12 || Log posterior: -3599.084252105105 || Iter Time:0.011902093887329102 || Total time:32.634050607681274 Iteration: 1990 || Clusters count: 12 || Log posterior: -3591.7276664260776 || Iter Time:0.01774907112121582 || Total time:32.65179967880249 Loading and distributing data: 0.000160 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 12 || Log posterior: -3565.7399839802756 || Iter Time:0.011853933334350586 || Total time:32.66365361213684 Iteration: 1992 || Clusters count: 12 || Log posterior: -3556.045708816313 || Iter Time:0.015080928802490234 || Total time:32.67873454093933 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 12 || Log posterior: -3565.4654203727587 || Iter Time:0.011794805526733398 || Total time:32.690529346466064 Iteration: 1994 || Clusters count: 12 || Log posterior: -3560.72931629869 || Iter Time:0.015582084655761719 || Total time:32.706111431121826 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 12 || Log posterior: -3586.5956288653665 || Iter Time:0.010942935943603516 || Total time:32.71705436706543 Iteration: 1996 || Clusters count: 12 || Log posterior: -3577.4068353457324 || Iter Time:0.015413999557495117 || Total time:32.732468366622925 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 12 || Log posterior: -3566.0427468468547 || Iter Time:0.011914968490600586 || Total time:32.744383335113525 Iteration: 1998 || Clusters count: 12 || Log posterior: -3563.4116788529495 || Iter Time:0.01737380027770996 || Total time:32.761757135391235 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 12 || Log posterior: -3585.3617766963366 || Iter Time:0.01599407196044922 || Total time:32.777751207351685 Iteration: 2000 || Clusters count: 12 || Log posterior: -3573.3561723447274 || Iter Time:0.017559051513671875 || Total time:32.795310258865356 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 12 || Log posterior: -3565.8794034260877 || Iter Time:0.01278996467590332 || Total time:32.80810022354126 Iteration: 2002 || Clusters count: 12 || Log posterior: -3559.2509445627525 || Iter Time:0.01654982566833496 || Total time:32.824650049209595 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 12 || Log posterior: -3578.497710776315 || Iter Time:0.012892961502075195 || Total time:32.83754301071167 Iteration: 2004 || Clusters count: 12 || Log posterior: -3566.620860416784 || Iter Time:0.015099048614501953 || Total time:32.85264205932617 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 12 || Log posterior: -3548.3714135702703 || Iter Time:0.010339975357055664 || Total time:32.86298203468323 Iteration: 2006 || Clusters count: 12 || Log posterior: -3543.127270794992 || Iter Time:0.01553487777709961 || Total time:32.87851691246033 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 12 || Log posterior: -3541.8591485554257 || Iter Time:0.010977029800415039 || Total time:32.88949394226074 Iteration: 2008 || Clusters count: 12 || Log posterior: -3530.857423991342 || Iter Time:0.01488494873046875 || Total time:32.90437889099121 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 12 || Log posterior: -3579.805746518576 || Iter Time:0.010882854461669922 || Total time:32.91526174545288 Iteration: 2010 || Clusters count: 12 || Log posterior: -3576.556383326332 || Iter Time:0.01400303840637207 || Total time:32.92926478385925 Loading and distributing data: 0.000107 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 12 || Log posterior: -3607.005266026048 || Iter Time:0.010356903076171875 || Total time:32.939621686935425 Iteration: 2012 || Clusters count: 12 || Log posterior: -3588.1570145806213 || Iter Time:0.015211105346679688 || Total time:32.954832792282104 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 12 || Log posterior: -3520.4468481504646 || Iter Time:0.01106405258178711 || Total time:32.96589684486389 Iteration: 2014 || Clusters count: 12 || Log posterior: -3513.7903664418745 || Iter Time:0.015166997909545898 || Total time:32.98106384277344 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 12 || Log posterior: -3548.6978549011033 || Iter Time:0.010904073715209961 || Total time:32.99196791648865 Iteration: 2016 || Clusters count: 12 || Log posterior: -3537.7503612691826 || Iter Time:0.014879941940307617 || Total time:33.006847858428955 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 12 || Log posterior: -3576.055402735387 || Iter Time:0.011062145233154297 || Total time:33.01791000366211 Iteration: 2018 || Clusters count: 12 || Log posterior: -3557.229620235488 || Iter Time:0.01541590690612793 || Total time:33.03332591056824 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 12 || Log posterior: -3566.118422111345 || Iter Time:0.01170492172241211 || Total time:33.04503083229065 Iteration: 2020 || Clusters count: 12 || Log posterior: -3559.6684295389223 || Iter Time:0.01619100570678711 || Total time:33.06122183799744 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 12 || Log posterior: -3565.2649008786016 || Iter Time:0.03374910354614258 || Total time:33.09497094154358 Iteration: 2022 || Clusters count: 12 || Log posterior: -3546.263265676337 || Iter Time:0.015105962753295898 || Total time:33.110076904296875 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 12 || Log posterior: -3530.433475799718 || Iter Time:0.010535001754760742 || Total time:33.120611906051636 Iteration: 2024 || Clusters count: 12 || Log posterior: -3522.1233814135476 || Iter Time:0.015017986297607422 || Total time:33.13562989234924 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 12 || Log posterior: -3567.378095303405 || Iter Time:0.010925054550170898 || Total time:33.146554946899414 Iteration: 2026 || Clusters count: 12 || Log posterior: -3564.0253643610554 || Iter Time:0.014686107635498047 || Total time:33.16124105453491 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 12 || Log posterior: -3606.2237364227926 || Iter Time:0.010162830352783203 || Total time:33.171403884887695 Iteration: 2028 || Clusters count: 12 || Log posterior: -3600.9505206766567 || Iter Time:0.014995813369750977 || Total time:33.186399698257446 Avg NMI: 0.8928677272144461 Full NMI: 0.8787196728438514 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m17.1s Testing DPMMSubClustersStreaming tests passed Testing completed after 186.69s PkgEval succeeded after 366.03s