Package evaluation of DPMMSubClustersStreaming on Julia 1.12.0-rc2.1 (084dab1917*) started at 2025-09-12T08:58:41.672 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.08s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.12/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.12/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.14.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.15 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.6.0 [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 v1.12.0 [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 v8.11.1+1 [e37daf67] + LibGit2_jll v1.9.0+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.5.20 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.1+0 [bea87d4a] + SuiteSparse_jll v7.8.3+2 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.13.1+1 [8e850ede] + nghttp2_jll v1.64.0+1 [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 4.73s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 89.97s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_JiiMkU/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_JiiMkU/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.14.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.0 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.15 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.6.0 [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 v1.12.0 [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 v8.11.1+1 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.1+0 [bea87d4a] SuiteSparse_jll v7.8.3+2 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+1 [8e850ede] nghttp2_jll v1.64.0+1 [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: 3.268864 seconds (1.17 M allocations: 68.893 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233092.69423629093 || Iter Time:17.720029830932617 || Total time:17.720029830932617 Iteration: 1 || Clusters count: 1 || Log posterior: -233092.69423629093 || Iter Time:0.006505012512207031 || Total time:17.726534843444824 Iteration: 2 || Clusters count: 1 || Log posterior: -233092.69423629093 || Iter Time:0.005967140197753906 || Total time:17.732501983642578 Iteration: 3 || Clusters count: 1 || Log posterior: -233092.69423629093 || Iter Time:0.005899190902709961 || Total time:17.738401174545288 Iteration: 4 || Clusters count: 1 || Log posterior: -233092.69423629093 || Iter Time:0.0061838626861572266 || Total time:17.744585037231445 Iteration: 5 || Clusters count: 1 || Log posterior: -233092.69423629093 || Iter Time:0.006086826324462891 || Total time:17.750671863555908 Iteration: 6 || Clusters count: 1 || Log posterior: -233092.69423629093 || Iter Time:0.005819082260131836 || Total time:17.75649094581604 Iteration: 7 || Clusters count: 1 || Log posterior: -233092.69423629093 || Iter Time:0.006072998046875 || Total time:17.762563943862915 Iteration: 8 || Clusters count: 1 || Log posterior: -233092.69423629093 || Iter Time:0.006079912185668945 || Total time:17.768643856048584 Iteration: 9 || Clusters count: 1 || Log posterior: -233092.69423629093 || Iter Time:0.005894899368286133 || Total time:17.77453875541687 Iteration: 10 || Clusters count: 1 || Log posterior: -233092.69423629093 || Iter Time:0.006003141403198242 || Total time:17.78054189682007 Iteration: 11 || Clusters count: 1 || Log posterior: -233092.69423629093 || Iter Time:0.006040096282958984 || Total time:17.786581993103027 Iteration: 12 || Clusters count: 1 || Log posterior: -233092.69423629093 || Iter Time:0.00629115104675293 || Total time:17.79287314414978 Iteration: 13 || Clusters count: 2 || Log posterior: -232854.4471787741 || Iter Time:3.783681869506836 || Total time:21.576555013656616 Iteration: 14 || Clusters count: 2 || Log posterior: -232813.04273525006 || Iter Time:0.007061958312988281 || Total time:21.583616971969604 Iteration: 15 || Clusters count: 2 || Log posterior: -232820.28433591308 || Iter Time:0.00684809684753418 || Total time:21.59046506881714 Iteration: 16 || Clusters count: 2 || Log posterior: -232872.80537990757 || Iter Time:0.0070459842681884766 || Total time:21.597511053085327 Iteration: 17 || Clusters count: 2 || Log posterior: -232809.3093023473 || Iter Time:0.006726980209350586 || Total time:21.604238033294678 Iteration: 18 || Clusters count: 2 || Log posterior: -232826.41553765646 || Iter Time:0.006829023361206055 || Total time:21.611067056655884 Iteration: 19 || Clusters count: 2 || Log posterior: -232822.92496091308 || Iter Time:0.006741046905517578 || Total time:21.6178081035614 Iteration: 20 || Clusters count: 2 || Log posterior: -232738.5096787741 || Iter Time:1.6629400253295898 || Total time:23.28074812889099 Loading and distributing data: 0.000910 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232898.69364352594 || Iter Time:0.031770944595336914 || Total time:23.312519073486328 Iteration: 22 || Clusters count: 2 || Log posterior: -232883.39516428756 || Iter Time:0.0061490535736083984 || Total time:23.318668127059937 Iteration: 23 || Clusters count: 2 || Log posterior: -232825.51435009547 || Iter Time:0.005846977233886719 || Total time:23.324515104293823 Iteration: 24 || Clusters count: 2 || Log posterior: -232844.33732135635 || Iter Time:0.005872011184692383 || Total time:23.330387115478516 Iteration: 25 || Clusters count: 2 || Log posterior: -232823.55981232531 || Iter Time:0.005869865417480469 || Total time:23.336256980895996 Iteration: 26 || Clusters count: 2 || Log posterior: -232825.48503550474 || Iter Time:0.005899906158447266 || Total time:23.342156887054443 Iteration: 27 || Clusters count: 2 || Log posterior: -232803.95482884184 || Iter Time:0.005857944488525391 || Total time:23.34801483154297 Iteration: 28 || Clusters count: 3 || Log posterior: -232575.20160486613 || Iter Time:0.007714986801147461 || Total time:23.355729818344116 Iteration: 29 || Clusters count: 3 || Log posterior: -232489.23432384734 || Iter Time:0.006112098693847656 || Total time:23.361841917037964 Iteration: 30 || Clusters count: 3 || Log posterior: -232438.48261232497 || Iter Time:0.00614619255065918 || Total time:23.367988109588623 Iteration: 31 || Clusters count: 3 || Log posterior: -232412.81116726264 || Iter Time:0.00609898567199707 || Total time:23.37408709526062 Iteration: 32 || Clusters count: 3 || Log posterior: -232417.00712883467 || Iter Time:0.006103038787841797 || Total time:23.380190134048462 Iteration: 33 || Clusters count: 3 || Log posterior: -232420.43893574932 || Iter Time:0.005983114242553711 || Total time:23.386173248291016 Iteration: 34 || Clusters count: 3 || Log posterior: -232414.74538564569 || Iter Time:0.00600886344909668 || Total time:23.392182111740112 Iteration: 35 || Clusters count: 3 || Log posterior: -232428.09861861845 || Iter Time:0.006025075912475586 || Total time:23.398207187652588 Iteration: 36 || Clusters count: 3 || Log posterior: -232403.10871907824 || Iter Time:0.00612187385559082 || Total time:23.40432906150818 Iteration: 37 || Clusters count: 3 || Log posterior: -232413.3472006702 || Iter Time:0.006181955337524414 || Total time:23.410511016845703 Iteration: 38 || Clusters count: 3 || Log posterior: -232400.44333171265 || Iter Time:0.00616002082824707 || Total time:23.41667103767395 Iteration: 39 || Clusters count: 3 || Log posterior: -232365.2843465928 || Iter Time:0.006150007247924805 || Total time:23.422821044921875 Iteration: 40 || Clusters count: 3 || Log posterior: -232317.40641077282 || Iter Time:0.006258964538574219 || Total time:23.42908000946045 Iteration: 41 || Clusters count: 3 || Log posterior: -232248.10464908992 || Iter Time:0.006139993667602539 || Total time:23.43522000312805 Loading and distributing data: 0.000906 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262474.51457002904 || Iter Time:0.00716400146484375 || Total time:23.442384004592896 Iteration: 43 || Clusters count: 4 || Log posterior: -261986.67814030187 || Iter Time:0.007384061813354492 || Total time:23.44976806640625 Iteration: 44 || Clusters count: 4 || Log posterior: -261879.84926915972 || Iter Time:0.006350994110107422 || Total time:23.456119060516357 Iteration: 45 || Clusters count: 4 || Log posterior: -261863.6955764771 || Iter Time:0.006451845169067383 || Total time:23.462570905685425 Iteration: 46 || Clusters count: 4 || Log posterior: -261860.560867872 || Iter Time:0.007009029388427734 || Total time:23.469579935073853 Iteration: 47 || Clusters count: 4 || Log posterior: -261876.13876891928 || Iter Time:0.007556915283203125 || Total time:23.477136850357056 Iteration: 48 || Clusters count: 4 || Log posterior: -261867.7424199857 || Iter Time:0.09002685546875 || Total time:23.567163705825806 Iteration: 49 || Clusters count: 4 || Log posterior: -261862.38156707847 || Iter Time:0.0072138309478759766 || Total time:23.57437753677368 Iteration: 50 || Clusters count: 4 || Log posterior: -261870.61254249525 || Iter Time:0.006684064865112305 || Total time:23.581061601638794 Iteration: 51 || Clusters count: 4 || Log posterior: -261847.12354419025 || Iter Time:0.006595134735107422 || Total time:23.5876567363739 Iteration: 52 || Clusters count: 4 || Log posterior: -261852.40643194443 || Iter Time:0.0065670013427734375 || Total time:23.594223737716675 Iteration: 53 || Clusters count: 4 || Log posterior: -261855.3932439249 || Iter Time:0.006498098373413086 || Total time:23.600721836090088 Iteration: 54 || Clusters count: 4 || Log posterior: -261847.43752449728 || Iter Time:0.006571054458618164 || Total time:23.607292890548706 Iteration: 55 || Clusters count: 5 || Log posterior: -261508.39062696754 || Iter Time:0.009248971939086914 || Total time:23.616541862487793 Iteration: 56 || Clusters count: 5 || Log posterior: -261481.95382379153 || Iter Time:0.007128000259399414 || Total time:23.623669862747192 Iteration: 57 || Clusters count: 5 || Log posterior: -261450.65103096265 || Iter Time:0.007044076919555664 || Total time:23.630713939666748 Iteration: 58 || Clusters count: 5 || Log posterior: -261487.83762698353 || Iter Time:0.9437310695648193 || Total time:24.574445009231567 Iteration: 59 || Clusters count: 5 || Log posterior: -261463.33960869093 || Iter Time:0.0078029632568359375 || Total time:24.582247972488403 Iteration: 60 || Clusters count: 5 || Log posterior: -261490.1227210105 || Iter Time:0.007477998733520508 || Total time:24.589725971221924 Iteration: 61 || Clusters count: 5 || Log posterior: -261472.5844987852 || Iter Time:0.007258892059326172 || Total time:24.59698486328125 Iteration: 62 || Clusters count: 5 || Log posterior: -261376.7297297737 || Iter Time:0.00693202018737793 || Total time:24.603916883468628 Loading and distributing data: 0.000789 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 5 || Log posterior: -261734.47585661517 || Iter Time:0.007501840591430664 || Total time:24.61141872406006 Iteration: 64 || Clusters count: 6 || Log posterior: -261525.67463909622 || Iter Time:0.008774042129516602 || Total time:24.620192766189575 Iteration: 65 || Clusters count: 6 || Log posterior: -261402.33336124086 || Iter Time:0.007838964462280273 || Total time:24.628031730651855 Iteration: 66 || Clusters count: 6 || Log posterior: -261386.9732753415 || Iter Time:0.007840156555175781 || Total time:24.63587188720703 Iteration: 67 || Clusters count: 6 || Log posterior: -261371.78903995125 || Iter Time:0.01891493797302246 || Total time:24.654786825180054 Iteration: 68 || Clusters count: 6 || Log posterior: -261379.3490553446 || Iter Time:0.007822990417480469 || Total time:24.662609815597534 Iteration: 69 || Clusters count: 6 || Log posterior: -261392.53519322543 || Iter Time:0.007834196090698242 || Total time:24.670444011688232 Iteration: 70 || Clusters count: 7 || Log posterior: -261107.90656019692 || Iter Time:0.009315013885498047 || Total time:24.67975902557373 Iteration: 71 || Clusters count: 8 || Log posterior: -260939.23294561775 || Iter Time:0.009760856628417969 || Total time:24.68951988220215 Iteration: 72 || Clusters count: 8 || Log posterior: -260868.03195006322 || Iter Time:0.029853105545043945 || Total time:24.719372987747192 Iteration: 73 || Clusters count: 8 || Log posterior: -260857.36220945272 || Iter Time:0.00821685791015625 || Total time:24.72758984565735 Iteration: 74 || Clusters count: 8 || Log posterior: -260848.7105147704 || Iter Time:0.008444070816040039 || Total time:24.73603391647339 Iteration: 75 || Clusters count: 8 || Log posterior: -260876.70538706033 || Iter Time:0.008640050888061523 || Total time:24.74467396736145 Iteration: 76 || Clusters count: 8 || Log posterior: -260840.4874460076 || Iter Time:0.008823871612548828 || Total time:24.753497838974 Iteration: 77 || Clusters count: 8 || Log posterior: -260840.22035707647 || Iter Time:0.008468866348266602 || Total time:24.761966705322266 Iteration: 78 || Clusters count: 8 || Log posterior: -260850.1112061706 || Iter Time:0.008287906646728516 || Total time:24.770254611968994 Iteration: 79 || Clusters count: 8 || Log posterior: -260841.00593427944 || Iter Time:0.008444786071777344 || Total time:24.77869939804077 Iteration: 80 || Clusters count: 8 || Log posterior: -260834.80352630935 || Iter Time:0.008305072784423828 || Total time:24.787004470825195 Iteration: 81 || Clusters count: 8 || Log posterior: -260841.3603576913 || Iter Time:0.008260965347290039 || Total time:24.795265436172485 Iteration: 82 || Clusters count: 8 || Log posterior: -260834.32428011677 || Iter Time:0.008395910263061523 || Total time:24.803661346435547 Iteration: 83 || Clusters count: 8 || Log posterior: -260761.16990385315 || Iter Time:0.00808095932006836 || Total time:24.811742305755615 Loading and distributing data: 0.000784 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 9 || Log posterior: -260510.48357841076 || Iter Time:0.009438037872314453 || Total time:24.82118034362793 Iteration: 85 || Clusters count: 11 || Log posterior: -259833.3785897518 || Iter Time:0.010720014572143555 || Total time:24.831900358200073 Iteration: 86 || Clusters count: 12 || Log posterior: -259438.9673449449 || Iter Time:0.024314165115356445 || Total time:24.85621452331543 Iteration: 87 || Clusters count: 12 || Log posterior: -259325.53265919155 || Iter Time:0.00973200798034668 || Total time:24.865946531295776 Iteration: 88 || Clusters count: 12 || Log posterior: -259293.36495893152 || Iter Time:0.10619282722473145 || Total time:24.972139358520508 Iteration: 89 || Clusters count: 13 || Log posterior: -258922.8200677422 || Iter Time:0.01087188720703125 || Total time:24.98301124572754 Iteration: 90 || Clusters count: 13 || Log posterior: -258899.98225297715 || Iter Time:0.009863853454589844 || Total time:24.99287509918213 Iteration: 91 || Clusters count: 13 || Log posterior: -258893.32900883697 || Iter Time:0.009845972061157227 || Total time:25.002721071243286 Iteration: 92 || Clusters count: 13 || Log posterior: -258906.51464880985 || Iter Time:0.009760856628417969 || Total time:25.012481927871704 Iteration: 93 || Clusters count: 13 || Log posterior: -258898.2218812515 || Iter Time:0.009783029556274414 || Total time:25.02226495742798 Iteration: 94 || Clusters count: 13 || Log posterior: -258900.58815151206 || Iter Time:0.009885072708129883 || Total time:25.03215003013611 Iteration: 95 || Clusters count: 13 || Log posterior: -258873.6534811024 || Iter Time:0.009809017181396484 || Total time:25.041959047317505 Iteration: 96 || Clusters count: 13 || Log posterior: -258881.4625564976 || Iter Time:0.009820938110351562 || Total time:25.051779985427856 Iteration: 97 || Clusters count: 13 || Log posterior: -258894.9133196239 || Iter Time:0.009829044342041016 || Total time:25.061609029769897 Iteration: 98 || Clusters count: 13 || Log posterior: -258879.52660755435 || Iter Time:0.010090112686157227 || Total time:25.071699142456055 Iteration: 99 || Clusters count: 13 || Log posterior: -258881.40878702566 || Iter Time:0.4196891784667969 || Total time:25.49138832092285 Iteration: 100 || Clusters count: 13 || Log posterior: -258899.86013880192 || Iter Time:0.01125192642211914 || Total time:25.50264024734497 Iteration: 101 || Clusters count: 13 || Log posterior: -258882.79036242166 || Iter Time:0.011754035949707031 || Total time:25.514394283294678 Iteration: 102 || Clusters count: 13 || Log posterior: -258900.38448574126 || Iter Time:0.012615203857421875 || Total time:25.5270094871521 Iteration: 103 || Clusters count: 13 || Log posterior: -258899.20716822447 || Iter Time:0.012624025344848633 || Total time:25.53963351249695 Iteration: 104 || Clusters count: 13 || Log posterior: -258847.64019269633 || Iter Time:0.012758970260620117 || Total time:25.55239248275757 Loading and distributing data: 0.000805 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 16 || Log posterior: -258097.62732693696 || Iter Time:0.016299009323120117 || Total time:25.56869149208069 Iteration: 106 || Clusters count: 18 || Log posterior: -257090.86720207814 || Iter Time:0.016176939010620117 || Total time:25.58486843109131 Iteration: 107 || Clusters count: 18 || Log posterior: -256937.49075307162 || Iter Time:0.014535903930664062 || Total time:25.599404335021973 Iteration: 108 || Clusters count: 18 || Log posterior: -256934.97995457967 || Iter Time:0.014713048934936523 || Total time:25.61411738395691 Iteration: 109 || Clusters count: 18 || Log posterior: -256940.70711279224 || Iter Time:0.014676094055175781 || Total time:25.628793478012085 Iteration: 110 || Clusters count: 18 || Log posterior: -256946.10917502688 || Iter Time:0.014678955078125 || Total time:25.64347243309021 Iteration: 111 || Clusters count: 18 || Log posterior: -256938.0284463405 || Iter Time:0.014662981033325195 || Total time:25.658135414123535 Iteration: 112 || Clusters count: 18 || Log posterior: -256937.41157645133 || Iter Time:0.01403498649597168 || Total time:25.672170400619507 Iteration: 113 || Clusters count: 18 || Log posterior: -256952.62213937994 || Iter Time:0.013801097869873047 || Total time:25.68597149848938 Iteration: 114 || Clusters count: 18 || Log posterior: -256966.94006491307 || Iter Time:0.014450788497924805 || Total time:25.700422286987305 Iteration: 115 || Clusters count: 18 || Log posterior: -256941.4649038522 || Iter Time:0.015936851501464844 || Total time:25.71635913848877 Iteration: 116 || Clusters count: 18 || Log posterior: -256937.83736739223 || Iter Time:0.016064167022705078 || Total time:25.732423305511475 Iteration: 117 || Clusters count: 18 || Log posterior: -256941.76168886092 || Iter Time:0.016063928604125977 || Total time:25.7484872341156 Iteration: 118 || Clusters count: 18 || Log posterior: -256939.62161940607 || Iter Time:0.01639699935913086 || Total time:25.76488423347473 Iteration: 119 || Clusters count: 18 || Log posterior: -256939.48646088963 || Iter Time:0.016205787658691406 || Total time:25.781090021133423 Iteration: 120 || Clusters count: 18 || Log posterior: -256943.4721001943 || Iter Time:0.01985907554626465 || Total time:25.800949096679688 Iteration: 121 || Clusters count: 18 || Log posterior: -256961.84650708374 || Iter Time:0.02963709831237793 || Total time:25.830586194992065 Iteration: 122 || Clusters count: 18 || Log posterior: -256941.77922270127 || Iter Time:0.021286964416503906 || Total time:25.85187315940857 Iteration: 123 || Clusters count: 18 || Log posterior: -256940.09382464938 || Iter Time:0.022055864334106445 || Total time:25.873929023742676 Iteration: 124 || Clusters count: 18 || Log posterior: -256935.89312873056 || Iter Time:0.02143692970275879 || Total time:25.895365953445435 Iteration: 125 || Clusters count: 18 || Log posterior: -256930.98894795848 || Iter Time:0.019517898559570312 || Total time:25.914883852005005 Loading and distributing data: 0.000807 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -256367.06727826613 || Iter Time:0.020666122436523438 || Total time:25.93554997444153 Iteration: 127 || Clusters count: 20 || Log posterior: -256294.70328322076 || Iter Time:0.020488977432250977 || Total time:25.95603895187378 Iteration: 128 || Clusters count: 20 || Log posterior: -256286.3438734189 || Iter Time:0.020940065383911133 || Total time:25.97697901725769 Iteration: 129 || Clusters count: 20 || Log posterior: -256287.07886914953 || Iter Time:0.02041912078857422 || Total time:25.997398138046265 Iteration: 130 || Clusters count: 20 || Log posterior: -256285.00256168572 || Iter Time:0.020468950271606445 || 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posterior: -256064.22232987714 || Iter Time:0.02526998519897461 || Total time:26.52512812614441 Iteration: 152 || Clusters count: 20 || Log posterior: -256076.42666734383 || Iter Time:0.029287099838256836 || Total time:26.554415225982666 Iteration: 153 || Clusters count: 20 || Log posterior: -256066.3012912852 || Iter Time:0.025384902954101562 || Total time:26.579800128936768 Iteration: 154 || Clusters count: 20 || Log posterior: -256064.20508042388 || Iter Time:0.025418996810913086 || Total time:26.60521912574768 Iteration: 155 || Clusters count: 20 || Log posterior: -256068.9194676762 || Iter Time:0.029187917709350586 || Total time:26.63440704345703 Iteration: 156 || Clusters count: 20 || Log posterior: -256065.60786219535 || Iter Time:0.02564096450805664 || Total time:26.660048007965088 Iteration: 157 || Clusters count: 20 || Log posterior: -256069.58061447454 || Iter Time:0.025688886642456055 || Total time:26.685736894607544 Iteration: 158 || Clusters count: 20 || Log posterior: -256060.44175896642 || Iter Time:0.0290069580078125 || Total time:26.714743852615356 Iteration: 159 || Clusters count: 20 || Log posterior: -256069.90937553562 || Iter Time:0.02606201171875 || Total time:26.740805864334106 Iteration: 160 || Clusters count: 20 || Log posterior: -256059.14383701736 || Iter Time:0.026276826858520508 || Total time:26.767082691192627 Iteration: 161 || Clusters count: 20 || Log posterior: -256059.14383701736 || Iter Time:0.029561996459960938 || Total time:26.796644687652588 Iteration: 162 || Clusters count: 20 || Log posterior: -256062.55331522162 || Iter Time:0.025569915771484375 || Total time:26.822214603424072 Iteration: 163 || Clusters count: 20 || Log posterior: -256059.14383701736 || Iter Time:0.028931140899658203 || Total time:26.85114574432373 Iteration: 164 || Clusters count: 20 || Log posterior: -256073.67161376256 || Iter Time:0.025671958923339844 || Total time:26.87681770324707 Iteration: 165 || Clusters count: 20 || Log posterior: -256066.4561438135 || Iter Time:0.025564908981323242 || Total time:26.902382612228394 Iteration: 166 || Clusters count: 20 || Log posterior: -256060.05421839136 || Iter Time:0.028764009475708008 || Total time:26.9311466217041 Iteration: 167 || Clusters count: 20 || Log posterior: -256060.05421839136 || Iter Time:0.02353191375732422 || Total time:26.954678535461426 Loading and distributing data: 0.000806 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -256077.42524156618 || Iter Time:0.025468111038208008 || Total time:26.980146646499634 Iteration: 169 || Clusters count: 20 || Log posterior: -256041.09283066532 || Iter Time:0.029256105422973633 || Total time:27.009402751922607 Iteration: 170 || Clusters count: 20 || Log posterior: -256039.03466048458 || Iter Time:0.026510953903198242 || Total time:27.035913705825806 Iteration: 171 || Clusters count: 20 || Log posterior: -256038.5978956575 || Iter Time:0.025769948959350586 || Total 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time:27.251983880996704 Iteration: 179 || Clusters count: 20 || Log posterior: -256033.85615615454 || Iter Time:0.025792837142944336 || Total time:27.27777671813965 Iteration: 180 || Clusters count: 20 || Log posterior: -256028.9332191085 || Iter Time:0.028778076171875 || Total time:27.306554794311523 Iteration: 181 || Clusters count: 20 || Log posterior: -256027.6908361284 || Iter Time:0.025686025619506836 || Total time:27.33224081993103 Iteration: 182 || Clusters count: 20 || Log posterior: -256030.67157713906 || Iter Time:0.026057004928588867 || Total time:27.35829782485962 Iteration: 183 || Clusters count: 20 || Log posterior: -256029.11274256842 || Iter Time:0.029404878616333008 || Total time:27.387702703475952 Iteration: 184 || Clusters count: 20 || Log posterior: -256032.2487096855 || Iter Time:0.02574896812438965 || Total time:27.413451671600342 Iteration: 185 || Clusters count: 20 || Log posterior: -256036.2929524244 || Iter Time:0.025302886962890625 || Total time:27.438754558563232 Iteration: 186 || Clusters count: 20 || Log posterior: -256028.16148523643 || Iter Time:0.028913021087646484 || Total time:27.46766757965088 Iteration: 187 || Clusters count: 20 || Log posterior: -256028.16148523643 || Iter Time:0.025909900665283203 || Total time:27.493577480316162 Iteration: 188 || Clusters count: 20 || Log posterior: -256028.16148523643 || Iter Time:0.02337789535522461 || Total time:27.516955375671387 Loading and distributing data: 0.000824 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -256274.3706064953 || Iter Time:0.02884387969970703 || Total time:27.545799255371094 Iteration: 190 || Clusters count: 20 || Log posterior: -256230.00906114295 || Iter Time:0.026800155639648438 || Total time:27.572599411010742 Iteration: 191 || Clusters count: 20 || Log posterior: -256220.86351431778 || Iter Time:0.024482011795043945 || Total time:27.597081422805786 Iteration: 192 || Clusters count: 20 || Log posterior: -256233.23796730698 || Iter Time:0.028192996978759766 || Total time:27.625274419784546 Iteration: 193 || Clusters count: 20 || Log posterior: -256219.26161740636 || Iter Time:0.024667024612426758 || Total time:27.649941444396973 Iteration: 194 || Clusters count: 20 || Log posterior: -256221.8826024519 || Iter Time:0.024075031280517578 || Total time:27.67401647567749 Iteration: 195 || Clusters count: 20 || Log posterior: -256213.4921010455 || Iter Time:0.027884960174560547 || Total time:27.70190143585205 Iteration: 196 || Clusters count: 20 || Log posterior: -256216.7631357864 || Iter Time:0.024267911911010742 || Total time:27.72616934776306 Iteration: 197 || Clusters count: 20 || Log posterior: -256222.7301829881 || Iter Time:0.024027109146118164 || Total time:27.75019645690918 Iteration: 198 || Clusters count: 20 || Log posterior: -256228.47098913055 || Iter Time:0.028528928756713867 || Total time:27.778725385665894 Iteration: 199 || Clusters count: 20 || Log posterior: -256212.23158969887 || Iter Time:0.024087190628051758 || Total time:27.802812576293945 Iteration: 200 || Clusters count: 20 || Log posterior: -256216.99012609333 || Iter Time:0.024801015853881836 || Total time:27.827613592147827 Iteration: 201 || Clusters count: 20 || Log posterior: -256221.66617212864 || Iter Time:0.028102874755859375 || Total time:27.855716466903687 Iteration: 202 || Clusters count: 20 || Log posterior: -256227.5110481243 || Iter Time:0.02480006217956543 || Total time:27.880516529083252 Iteration: 203 || Clusters count: 20 || Log posterior: -256212.07065743612 || Iter Time:0.024402141571044922 || Total time:27.904918670654297 Iteration: 204 || Clusters count: 20 || Log posterior: -256215.31376482858 || Iter Time:0.029451847076416016 || Total time:27.934370517730713 Iteration: 205 || Clusters count: 20 || Log posterior: -256214.0644522011 || Iter Time:0.02584385871887207 || Total time:27.960214376449585 Iteration: 206 || Clusters count: 20 || Log posterior: -256212.84941868874 || Iter Time:0.0254819393157959 || Total time:27.98569631576538 Iteration: 207 || Clusters count: 20 || Log posterior: -256214.12584780678 || Iter Time:0.029380083084106445 || Total time:28.015076398849487 Iteration: 208 || Clusters count: 20 || Log posterior: -256216.033378202 || Iter Time:0.025671005249023438 || Total time:28.04074740409851 Iteration: 209 || Clusters count: 20 || Log posterior: -256208.52348636102 || Iter Time:0.02687692642211914 || Total time:28.06762433052063 NMI: 0.7455269574102881 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m19.0s [16016, 74919, 61586, 45444, 30043, 96488, 14265, 60590, 2972, 65632, 124815, 125952, 48387, 29763, 3776, 2545, 36836, 4295, 81650, 74026] Loading and distributing data: 0.000248 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7152.705675479576 || Iter Time:3.798007011413574 || Total time:3.798007011413574 Iteration: 1 || Clusters count: 1 || Log posterior: -7152.705675479576 || Iter Time:0.002368927001953125 || Total time:3.8003759384155273 Iteration: 2 || Clusters count: 1 || Log posterior: -7152.705675479576 || Iter Time:0.0020411014556884766 || Total time:3.802417039871216 Iteration: 3 || Clusters count: 1 || Log posterior: -7152.705675479576 || Iter Time:0.0019078254699707031 || Total time:3.8043248653411865 Iteration: 4 || Clusters count: 1 || Log posterior: -7152.705675479576 || Iter Time:0.0016868114471435547 || Total time:3.80601167678833 Iteration: 5 || Clusters count: 1 || Log posterior: -7152.705675479576 || Iter Time:0.0016469955444335938 || Total time:3.8076586723327637 Iteration: 6 || Clusters count: 1 || Log posterior: -7152.705675479576 || Iter Time:0.0018329620361328125 || Total time:3.8094916343688965 Iteration: 7 || Clusters count: 1 || Log posterior: -7152.705675479576 || Iter Time:0.0015420913696289062 || Total time:3.8110337257385254 Iteration: 8 || Clusters count: 2 || Log posterior: -6649.607881065605 || Iter Time:0.16339898109436035 || Total time:3.9744327068328857 Iteration: 9 || Clusters count: 2 || Log posterior: -6646.307779785164 || Iter Time:0.0020749568939208984 || Total time:3.9765076637268066 Iteration: 10 || Clusters count: 2 || Log posterior: -6657.400968985614 || Iter Time:0.0019211769104003906 || Total time:3.978428840637207 Iteration: 11 || Clusters count: 2 || Log posterior: -6647.465568934314 || Iter Time:0.0016109943389892578 || Total time:3.9800398349761963 Iteration: 12 || Clusters count: 2 || Log posterior: -6649.849818033537 || Iter Time:0.0018439292907714844 || Total time:3.9818837642669678 Iteration: 13 || Clusters count: 2 || Log posterior: -6649.475053527169 || Iter Time:0.0019381046295166016 || Total time:3.9838218688964844 Iteration: 14 || Clusters count: 2 || Log posterior: -6652.545401580714 || Iter Time:0.0018799304962158203 || Total time:3.9857017993927 Iteration: 15 || Clusters count: 2 || Log posterior: -6654.643566411512 || Iter Time:0.0018520355224609375 || Total time:3.987553834915161 Iteration: 16 || Clusters count: 2 || Log posterior: -6652.5608523116325 || Iter Time:0.0018150806427001953 || Total time:3.9893689155578613 Iteration: 17 || Clusters count: 2 || Log posterior: -6648.815988442033 || Iter Time:0.0018069744110107422 || Total time:3.991175889968872 Iteration: 18 || Clusters count: 3 || Log posterior: -6407.4768898247885 || Iter Time:0.004137992858886719 || Total time:3.995313882827759 Iteration: 19 || Clusters count: 3 || Log posterior: -6425.196727626217 || Iter Time:0.0026159286499023438 || Total time:3.997929811477661 Iteration: 20 || Clusters count: 3 || Log posterior: -6420.413592598261 || Iter Time:0.0024650096893310547 || Total time:4.000394821166992 Iteration: 21 || Clusters count: 3 || Log posterior: -6421.596131959246 || Iter Time:0.0023851394653320312 || Total time:4.002779960632324 Iteration: 22 || Clusters count: 3 || Log posterior: -6417.765661710064 || Iter Time:0.0024111270904541016 || Total time:4.005191087722778 Iteration: 23 || Clusters count: 3 || Log posterior: -6423.507890652816 || Iter Time:0.002504110336303711 || Total time:4.007695198059082 Iteration: 24 || Clusters count: 3 || Log posterior: -6422.97756247387 || Iter Time:0.0023779869079589844 || Total time:4.010073184967041 Iteration: 25 || Clusters count: 3 || Log posterior: -6428.1424043996485 || Iter Time:0.0023670196533203125 || Total time:4.012440204620361 Iteration: 26 || Clusters count: 3 || Log posterior: -6419.6335229882725 || Iter Time:0.002585887908935547 || Total time:4.015026092529297 Iteration: 27 || Clusters count: 3 || Log posterior: -6413.619342500781 || Iter Time:0.0024280548095703125 || Total time:4.017454147338867 Iteration: 28 || Clusters count: 4 || Log posterior: -6343.861647628306 || Iter Time:0.004062175750732422 || Total time:4.0215163230896 Iteration: 29 || Clusters count: 4 || Log posterior: -6326.092562573201 || Iter Time:0.0027730464935302734 || Total time:4.02428936958313 Iteration: 30 || Clusters count: 4 || Log posterior: -6277.718547184824 || Iter Time:1.4345648288726807 || Total time:5.4588541984558105 false [2, 2, 2, 1, 2, 1, 2, 2, 2, 2, 2, 1, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3] [2, 2, 2, 1, 2, 1, 2, 2, 2, 2, 2, 1, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3] Loading and distributing data: 0.000217 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 5 || Log posterior: -5896.080403161939 || Iter Time:0.034027099609375 || Total time:5.4928812980651855 Iteration: 32 || Clusters count: 5 || Log posterior: -5795.769493153287 || Iter Time:0.004848957061767578 || Total time:5.497730255126953 Loading and distributing data: 0.000113 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 5 || Log posterior: -4912.994811468228 || Iter Time:0.0033178329467773438 || Total time:5.5010480880737305 Iteration: 34 || Clusters count: 5 || Log posterior: -4905.428615845907 || Iter Time:0.004960775375366211 || Total time:5.506008863449097 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 5 || Log posterior: -4645.058108875975 || Iter Time:0.003329038619995117 || Total time:5.509337902069092 Iteration: 36 || Clusters count: 5 || Log posterior: -4645.058108875975 || Iter Time:0.004992008209228516 || Total time:5.51432991027832 Loading and distributing data: 0.000116 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 5 || Log posterior: -4643.76055361255 || Iter Time:0.0034639835357666016 || Total time:5.517793893814087 Iteration: 38 || Clusters count: 5 || Log posterior: -4643.76055361255 || Iter Time:0.004956960678100586 || Total time:5.5227508544921875 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 5 || Log posterior: -4678.379114727397 || Iter Time:0.0035300254821777344 || Total time:5.526280879974365 Iteration: 40 || Clusters count: 5 || Log posterior: -4673.273017127305 || Iter Time:0.005032062530517578 || Total time:5.531312942504883 Loading and distributing data: 0.000123 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 5 || Log posterior: -4673.554705041972 || Iter Time:0.0034530162811279297 || Total time:5.534765958786011 Iteration: 42 || Clusters count: 5 || Log posterior: -4673.554705041972 || Iter Time:0.00497889518737793 || Total time:5.539744853973389 Loading and distributing data: 0.000111 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 5 || Log posterior: -4657.439787242091 || Iter Time:0.0033860206604003906 || Total time:5.543130874633789 Iteration: 44 || Clusters count: 5 || Log posterior: -4657.439787242091 || Iter Time:0.0052411556243896484 || Total time:5.548372030258179 Loading and distributing data: 0.000104 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 5 || Log posterior: -4659.023805112656 || Iter Time:0.003983974456787109 || Total time:5.552356004714966 Iteration: 46 || Clusters count: 5 || Log posterior: -4656.390041874388 || Iter Time:0.005511045455932617 || Total time:5.557867050170898 Loading and distributing data: 0.000106 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 6 || Log posterior: -4595.343465732489 || Iter Time:0.0044708251953125 || Total time:5.562337875366211 Iteration: 48 || Clusters count: 6 || Log posterior: -4591.221063787057 || Iter Time:0.005941867828369141 || Total time:5.56827974319458 Loading and distributing data: 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posterior: -4501.981863396493 || Iter Time:0.006894111633300781 || Total time:5.643109560012817 Loading and distributing data: 0.000106 seconds (128 allocations: 13.180 KiB) Iteration: 61 || Clusters count: 7 || Log posterior: -4479.923739572634 || Iter Time:0.007420063018798828 || Total time:5.650529623031616 Iteration: 62 || Clusters count: 7 || Log posterior: -4479.923739572634 || Iter Time:0.006816864013671875 || Total time:5.657346487045288 Loading and distributing data: 0.000108 seconds (128 allocations: 13.180 KiB) Iteration: 63 || Clusters count: 7 || Log posterior: -4464.365624551992 || Iter Time:0.004761934280395508 || Total time:5.662108421325684 Iteration: 64 || Clusters count: 7 || Log posterior: -4464.365624551992 || Iter Time:0.0068359375 || Total time:5.668944358825684 Loading and distributing data: 0.000108 seconds (128 allocations: 13.180 KiB) Iteration: 65 || Clusters count: 7 || Log posterior: -4429.379446451814 || Iter Time:0.005515098571777344 || Total time:5.674459457397461 Iteration: 66 || Clusters count: 7 || Log posterior: -4429.379446451814 || Iter Time:0.0076749324798583984 || Total time:5.682134389877319 Loading and distributing data: 0.000113 seconds (128 allocations: 13.180 KiB) Iteration: 67 || Clusters count: 7 || Log posterior: -4449.027793299914 || Iter Time:0.005570173263549805 || Total time:5.687704563140869 Iteration: 68 || Clusters count: 7 || Log posterior: -4449.027793299914 || Iter Time:0.0077130794525146484 || Total time:5.695417642593384 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 69 || Clusters count: 7 || Log posterior: -4466.3952119363985 || Iter Time:0.00577998161315918 || Total time:5.701197624206543 Iteration: 70 || Clusters count: 7 || Log posterior: -4460.444819232287 || Iter Time:0.007942914962768555 || Total time:5.7091405391693115 Loading and distributing data: 0.000109 seconds (128 allocations: 13.180 KiB) Iteration: 71 || Clusters count: 7 || Log posterior: -4455.567503288091 || Iter Time:0.0059299468994140625 || Total time:5.715070486068726 Iteration: 72 || Clusters count: 7 || Log posterior: -4455.567503288091 || Iter Time:0.008348941802978516 || Total time:5.723419427871704 Loading and distributing data: 0.000106 seconds (128 allocations: 13.180 KiB) Iteration: 73 || Clusters count: 7 || Log posterior: -4456.448954346469 || Iter Time:0.005738019943237305 || Total time:5.729157447814941 Iteration: 74 || Clusters count: 7 || Log posterior: -4454.459933188866 || Iter Time:0.008057117462158203 || Total time:5.7372145652771 Loading and distributing data: 0.000111 seconds (128 allocations: 13.180 KiB) Iteration: 75 || Clusters count: 7 || Log posterior: -4467.577916749915 || Iter Time:0.056539058685302734 || Total time:5.793753623962402 Iteration: 76 || Clusters count: 7 || Log posterior: -4467.577916749915 || Iter Time:0.00752711296081543 || Total time:5.801280736923218 Loading and distributing data: 0.000115 seconds (128 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posterior: -4486.722063066426 || Iter Time:0.00751805305480957 || Total time:5.879572868347168 Loading and distributing data: 0.000108 seconds (128 allocations: 13.180 KiB) Iteration: 89 || Clusters count: 7 || Log posterior: -4476.795179795636 || Iter Time:0.005546092987060547 || Total time:5.8851189613342285 Iteration: 90 || Clusters count: 7 || Log posterior: -4476.795179795636 || Iter Time:0.007916927337646484 || Total time:5.893035888671875 Loading and distributing data: 0.000109 seconds (128 allocations: 13.180 KiB) Iteration: 91 || Clusters count: 7 || Log posterior: -4475.479263434584 || Iter Time:0.010962963104248047 || Total time:5.903998851776123 Iteration: 92 || Clusters count: 7 || Log posterior: -4474.766759783691 || Iter Time:0.008216142654418945 || Total time:5.912214994430542 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 93 || Clusters count: 7 || Log posterior: -4462.937838783411 || Iter Time:0.005964040756225586 || Total 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Iteration: 1159 || Clusters count: 7 || Log posterior: -4426.583892842291 || Iter Time:0.00542902946472168 || Total time:13.598737239837646 Iteration: 1160 || Clusters count: 7 || Log posterior: -4426.583892842291 || Iter Time:0.007628917694091797 || Total time:13.606366157531738 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1161 || Clusters count: 7 || Log posterior: -4440.252694872665 || Iter Time:0.005399942398071289 || Total time:13.61176609992981 Iteration: 1162 || Clusters count: 7 || Log posterior: -4440.252694872665 || Iter Time:0.007524967193603516 || Total time:13.619291067123413 Loading and distributing data: 0.000102 seconds (129 allocations: 13.195 KiB) Iteration: 1163 || Clusters count: 7 || Log posterior: -4473.881961103392 || Iter Time:0.005626201629638672 || Total time:13.624917268753052 Iteration: 1164 || Clusters count: 7 || Log posterior: -4473.881961103392 || Iter Time:0.0076100826263427734 || Total time:13.632527351379395 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Iteration: 1231 || Clusters count: 7 || Log posterior: -4450.006076767194 || Iter Time:0.005403041839599609 || Total time:14.0731840133667 Iteration: 1232 || Clusters count: 7 || Log posterior: -4443.024270092431 || Iter Time:0.02657794952392578 || Total time:14.099761962890625 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1233 || Clusters count: 7 || Log posterior: -4484.0507055606295 || Iter Time:0.005278110504150391 || Total time:14.105040073394775 Iteration: 1234 || Clusters count: 7 || Log posterior: -4477.594481840452 || Iter Time:0.007287025451660156 || Total time:14.112327098846436 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 1235 || Clusters count: 7 || Log posterior: -4462.228012951904 || Iter Time:0.005272865295410156 || Total time:14.117599964141846 Iteration: 1236 || Clusters count: 7 || Log posterior: -4462.228012951904 || Iter Time:0.007364034652709961 || Total time:14.124963998794556 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Iteration: 1513 || Clusters count: 7 || Log posterior: -4478.232085269001 || Iter Time:0.005468130111694336 || Total time:15.980689764022827 Iteration: 1514 || Clusters count: 7 || Log posterior: -4478.232085269001 || Iter Time:0.028799057006835938 || Total time:16.009488821029663 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1515 || Clusters count: 7 || Log posterior: -4500.902984479688 || Iter Time:0.005713939666748047 || Total time:16.01520276069641 Iteration: 1516 || Clusters count: 7 || Log posterior: -4500.902984479688 || Iter Time:0.007532835006713867 || Total time:16.022735595703125 Loading and distributing data: 0.000107 seconds (129 allocations: 13.195 KiB) Iteration: 1517 || Clusters count: 7 || Log posterior: -4483.73034094424 || Iter Time:0.005321979522705078 || Total time:16.02805757522583 Iteration: 1518 || Clusters count: 7 || Log posterior: -4483.73034094424 || Iter Time:0.007596015930175781 || Total time:16.035653591156006 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-4493.323951277987 || Iter Time:0.007070064544677734 || Total time:16.408117055892944 Loading and distributing data: 0.000100 seconds (129 allocations: 13.195 KiB) Iteration: 1575 || Clusters count: 7 || Log posterior: -4473.527999951273 || Iter Time:0.005090951919555664 || Total time:16.4132080078125 Iteration: 1576 || Clusters count: 7 || Log posterior: -4473.527999951273 || Iter Time:0.007287025451660156 || Total time:16.42049503326416 Loading and distributing data: 0.000104 seconds (129 allocations: 13.195 KiB) Iteration: 1577 || Clusters count: 7 || Log posterior: -4455.171073104098 || Iter Time:0.005201816558837891 || Total time:16.425696849822998 Iteration: 1578 || Clusters count: 7 || Log posterior: -4455.171073104098 || Iter Time:0.007316112518310547 || Total time:16.43301296234131 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 1579 || Clusters count: 7 || Log posterior: -4467.5470947455215 || Iter Time:0.005136013031005859 || Total 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Iteration: 1829 || Clusters count: 7 || Log posterior: -4456.186359210628 || Iter Time:0.005922079086303711 || Total time:18.06701946258545 Iteration: 1830 || Clusters count: 7 || Log posterior: -4453.959431348602 || Iter Time:0.008800029754638672 || Total time:18.075819492340088 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 1831 || Clusters count: 7 || Log posterior: -4475.273203027167 || Iter Time:0.0062580108642578125 || Total time:18.082077503204346 Iteration: 1832 || Clusters count: 7 || Log posterior: -4469.923482318224 || Iter Time:0.008713006973266602 || Total time:18.090790510177612 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1833 || Clusters count: 7 || Log posterior: -4474.229580569414 || Iter Time:0.006195068359375 || Total time:18.096985578536987 Iteration: 1834 || Clusters count: 7 || Log posterior: -4473.786369738365 || Iter Time:0.008854150772094727 || Total time:18.105839729309082 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posterior: -4463.963238151161 || Iter Time:0.006140947341918945 || Total time:18.23182725906372 Iteration: 1852 || Clusters count: 7 || Log posterior: -4463.963238151161 || Iter Time:0.008653879165649414 || Total time:18.24048113822937 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 7 || Log posterior: -4498.172994776038 || Iter Time:0.0063970088958740234 || Total time:18.246878147125244 Iteration: 1854 || Clusters count: 7 || Log posterior: -4493.344907180908 || Iter Time:0.008812904357910156 || Total time:18.255691051483154 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 7 || Log posterior: -4497.392014501045 || Iter Time:0.006072044372558594 || Total time:18.261763095855713 Iteration: 1856 || Clusters count: 7 || Log posterior: -4496.917351350683 || Iter Time:0.009063005447387695 || Total time:18.2708261013031 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 7 || Log posterior: -4464.016579632911 || Iter Time:0.006162881851196289 || Total time:18.276988983154297 Iteration: 1858 || Clusters count: 7 || Log posterior: -4464.016579632911 || Iter Time:0.008746862411499023 || Total time:18.285735845565796 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 7 || Log posterior: -4475.957348139916 || Iter Time:0.006114959716796875 || Total time:18.291850805282593 Iteration: 1860 || Clusters count: 7 || Log posterior: -4475.77207336872 || Iter Time:0.008894920349121094 || Total time:18.300745725631714 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 7 || Log posterior: -4460.972085250333 || Iter Time:0.006039857864379883 || Total time:18.306785583496094 Iteration: 1862 || Clusters count: 7 || Log posterior: -4455.618154753492 || Iter Time:0.008633852005004883 || Total time:18.3154194355011 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 7 || Log posterior: -4439.461839983265 || Iter Time:0.006114959716796875 || Total time:18.321534395217896 Iteration: 1864 || Clusters count: 7 || Log posterior: -4439.461839983265 || Iter Time:0.008688926696777344 || Total time:18.330223321914673 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 7 || Log posterior: -4460.1707717317795 || Iter Time:0.006125211715698242 || Total time:18.33634853363037 Iteration: 1866 || Clusters count: 7 || Log posterior: -4457.698584865448 || Iter Time:0.00868988037109375 || Total time:18.345038414001465 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 7 || Log posterior: -4460.953404325175 || Iter Time:0.006518125534057617 || Total time:18.351556539535522 Iteration: 1868 || Clusters count: 7 || Log posterior: -4459.8988421656795 || Iter Time:0.008741140365600586 || Total time:18.360297679901123 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 7 || Log posterior: -4498.261027041817 || Iter Time:0.006181001663208008 || Total time:18.36647868156433 Iteration: 1870 || Clusters count: 7 || Log posterior: -4498.261027041817 || Iter Time:0.008800029754638672 || Total time:18.37527871131897 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 7 || Log posterior: -4506.655969104521 || Iter Time:0.006463050842285156 || Total time:18.381741762161255 Iteration: 1872 || Clusters count: 7 || Log posterior: -4506.655969104521 || Iter Time:0.00875711441040039 || Total time:18.390498876571655 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 7 || Log posterior: -4500.900812965925 || Iter Time:0.006538867950439453 || Total time:18.397037744522095 Iteration: 1874 || Clusters count: 7 || Log posterior: -4499.388527452267 || Iter Time:0.009521007537841797 || Total time:18.406558752059937 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 7 || Log posterior: -4480.316324372951 || Iter Time:0.006437063217163086 || Total time:18.4129958152771 Iteration: 1876 || Clusters count: 7 || Log posterior: -4475.464357319602 || Iter Time:0.008814811706542969 || Total time:18.421810626983643 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 7 || Log posterior: -4477.439928691795 || Iter Time:0.006247043609619141 || Total time:18.42805767059326 Iteration: 1878 || Clusters count: 7 || Log posterior: -4470.42527579075 || Iter Time:0.008733034133911133 || Total time:18.436790704727173 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 7 || Log posterior: -4486.4931752244465 || Iter Time:0.0062868595123291016 || Total time:18.443077564239502 Iteration: 1880 || Clusters count: 7 || Log posterior: -4486.4931752244465 || Iter Time:0.00878596305847168 || Total time:18.451863527297974 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 7 || Log posterior: -4514.652709834441 || Iter Time:0.0066030025482177734 || Total time:18.45846652984619 Iteration: 1882 || Clusters count: 7 || Log posterior: -4511.416080030257 || Iter Time:0.008819103240966797 || Total time:18.467285633087158 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 7 || Log posterior: -4527.0364420134865 || Iter Time:0.00630497932434082 || Total time:18.4735906124115 Iteration: 1884 || Clusters count: 7 || Log posterior: -4527.0364420134865 || Iter Time:0.008832931518554688 || Total time:18.482423543930054 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 7 || Log posterior: -4505.442980527164 || Iter Time:0.006381034851074219 || Total time:18.488804578781128 Iteration: 1886 || Clusters count: 7 || Log posterior: -4504.229864143682 || Iter Time:0.008840799331665039 || Total time:18.497645378112793 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 7 || Log posterior: -4463.6190817194165 || Iter Time:0.006486177444458008 || Total time:18.50413155555725 Iteration: 1888 || Clusters count: 7 || Log posterior: -4459.034681381242 || Iter Time:0.009306907653808594 || Total time:18.51343846321106 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 7 || Log posterior: -4466.03235956125 || Iter Time:0.006378889083862305 || Total time:18.519817352294922 Iteration: 1890 || Clusters count: 7 || Log posterior: -4466.03235956125 || Iter Time:0.009233951568603516 || Total time:18.529051303863525 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 7 || Log posterior: -4502.540363858685 || Iter Time:0.00637507438659668 || Total time:18.535426378250122 Iteration: 1892 || Clusters count: 7 || Log posterior: -4500.077701122021 || Iter Time:0.008955001831054688 || Total time:18.544381380081177 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 7 || Log posterior: -4498.934726169615 || Iter Time:0.0062580108642578125 || Total time:18.550639390945435 Iteration: 1894 || Clusters count: 7 || Log posterior: -4498.934726169615 || Iter Time:0.009161949157714844 || Total time:18.55980134010315 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 7 || Log posterior: -4498.093393798423 || Iter Time:0.006300926208496094 || Total time:18.566102266311646 Iteration: 1896 || Clusters count: 7 || Log posterior: -4498.093393798423 || Iter Time:0.008796215057373047 || Total time:18.57489848136902 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 7 || Log posterior: -4471.25449371769 || Iter Time:0.006331205368041992 || Total time:18.58122968673706 Iteration: 1898 || Clusters count: 7 || Log posterior: -4471.25449371769 || Iter Time:0.008861064910888672 || Total time:18.59009075164795 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 7 || Log posterior: -4474.68449456851 || Iter Time:0.006273031234741211 || Total time:18.59636378288269 Iteration: 1900 || Clusters count: 7 || Log posterior: -4469.565854275117 || Iter Time:0.008814811706542969 || Total time:18.605178594589233 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 7 || Log posterior: -4443.673728864975 || Iter Time:0.00663304328918457 || Total time:18.611811637878418 Iteration: 1902 || Clusters count: 7 || Log posterior: -4443.673728864975 || Iter Time:0.008707046508789062 || Total time:18.620518684387207 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 7 || Log posterior: -4451.984201698253 || Iter Time:0.006281137466430664 || Total time:18.626799821853638 Iteration: 1904 || Clusters count: 7 || Log posterior: -4451.984201698253 || Iter Time:0.008762121200561523 || Total time:18.6355619430542 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 7 || Log posterior: -4492.9374592258655 || Iter Time:0.006286144256591797 || Total time:18.64184808731079 Iteration: 1906 || Clusters count: 7 || Log posterior: -4492.9374592258655 || Iter Time:0.008730888366699219 || Total time:18.65057897567749 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 7 || Log posterior: -4492.644094663837 || Iter Time:0.006627798080444336 || Total time:18.657206773757935 Iteration: 1908 || Clusters count: 7 || Log posterior: -4492.644094663837 || Iter Time:0.008732080459594727 || Total time:18.66593885421753 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 7 || Log posterior: -4457.842270430469 || Iter Time:0.006179094314575195 || Total time:18.672117948532104 Iteration: 1910 || Clusters count: 7 || Log posterior: -4446.649671143759 || Iter Time:0.008720159530639648 || Total time:18.680838108062744 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 7 || Log posterior: -4492.121322003921 || Iter Time:0.006080150604248047 || Total time:18.686918258666992 Iteration: 1912 || Clusters count: 7 || Log posterior: -4480.277785747211 || Iter Time:0.008791923522949219 || Total time:18.69571018218994 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 7 || Log posterior: -4473.887504698419 || Iter Time:0.00625300407409668 || Total time:18.701963186264038 Iteration: 1914 || Clusters count: 7 || Log posterior: -4473.887504698419 || Iter Time:0.009125947952270508 || Total time:18.71108913421631 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 7 || Log posterior: -4477.283091185577 || Iter Time:0.006242990493774414 || Total time:18.717332124710083 Iteration: 1916 || Clusters count: 7 || Log posterior: -4476.063607393059 || Iter Time:0.008952856063842773 || Total time:18.726284980773926 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 7 || Log posterior: -4497.107392253878 || Iter Time:0.006177186965942383 || Total time:18.732462167739868 Iteration: 1918 || Clusters count: 7 || Log posterior: -4497.107392253878 || Iter Time:0.008827924728393555 || Total time:18.74129009246826 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 7 || Log posterior: -4514.638190358304 || Iter Time:0.006208181381225586 || Total time:18.747498273849487 Iteration: 1920 || Clusters count: 7 || Log posterior: -4501.501179208674 || Iter Time:0.009041070938110352 || Total time:18.756539344787598 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 7 || Log posterior: -4486.259674998429 || Iter Time:0.006285905838012695 || Total time:18.76282525062561 Iteration: 1922 || Clusters count: 7 || Log posterior: -4479.50648098222 || Iter Time:0.008895158767700195 || Total time:18.77172040939331 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 7 || Log posterior: -4462.908661415298 || Iter Time:0.006887912750244141 || Total time:18.778608322143555 Iteration: 1924 || Clusters count: 7 || Log posterior: -4462.908661415298 || Iter Time:0.009131193161010742 || Total time:18.787739515304565 Loading and distributing data: 0.000120 seconds (129 allocations: 13.227 KiB) Iteration: 1925 || Clusters count: 7 || Log posterior: -4466.931321822968 || Iter Time:0.006388187408447266 || Total time:18.794127702713013 Iteration: 1926 || Clusters count: 7 || Log posterior: -4466.931321822968 || Iter Time:0.009346961975097656 || Total time:18.80347466468811 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 7 || Log posterior: -4493.579262761011 || Iter Time:0.006319999694824219 || Total time:18.809794664382935 Iteration: 1928 || Clusters count: 7 || Log posterior: -4485.312393807731 || Iter Time:0.008827924728393555 || Total time:18.818622589111328 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 7 || Log posterior: -4506.800299702597 || Iter Time:0.006289958953857422 || Total time:18.824912548065186 Iteration: 1930 || Clusters count: 7 || Log posterior: -4498.112145342688 || Iter Time:0.009085893630981445 || Total time:18.833998441696167 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 7 || Log posterior: -4489.709028234507 || Iter Time:0.006184101104736328 || Total time:18.840182542800903 Iteration: 1932 || Clusters count: 7 || Log posterior: -4489.709028234507 || Iter Time:0.008835792541503906 || Total time:18.849018335342407 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 7 || Log posterior: -4462.349787507857 || Iter Time:0.0066530704498291016 || Total time:18.855671405792236 Iteration: 1934 || Clusters count: 7 || Log posterior: -4461.0441562604 || Iter Time:0.008805036544799805 || Total time:18.864476442337036 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 7 || Log posterior: -4460.812461643886 || Iter Time:0.006386995315551758 || Total time:18.870863437652588 Iteration: 1936 || Clusters count: 7 || Log posterior: -4460.812461643886 || Iter Time:0.07058215141296387 || Total time:18.94144558906555 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 7 || Log posterior: -4480.140418765427 || Iter Time:0.005491971969604492 || Total time:18.946937561035156 Iteration: 1938 || Clusters count: 7 || Log posterior: -4480.140418765427 || Iter Time:0.007565021514892578 || Total time:18.95450258255005 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 7 || Log posterior: -4510.58469223824 || Iter Time:0.005466938018798828 || Total time:18.959969520568848 Iteration: 1940 || Clusters count: 7 || Log posterior: -4505.182818673021 || Iter Time:0.007634878158569336 || Total time:18.967604398727417 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 7 || Log posterior: -4470.13289316768 || Iter Time:0.005360841751098633 || Total time:18.972965240478516 Iteration: 1942 || Clusters count: 7 || Log posterior: -4470.13289316768 || Iter Time:0.007561922073364258 || Total time:18.98052716255188 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 7 || Log posterior: -4499.695287590178 || Iter Time:0.0054972171783447266 || Total time:18.986024379730225 Iteration: 1944 || Clusters count: 7 || Log posterior: -4499.695287590178 || Iter Time:0.0075910091400146484 || Total time:18.99361538887024 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 7 || Log posterior: -4517.732328032673 || Iter Time:0.005517005920410156 || Total time:18.99913239479065 Iteration: 1946 || Clusters count: 7 || Log posterior: -4517.732328032673 || Iter Time:0.007701873779296875 || Total time:19.006834268569946 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 7 || Log posterior: -4531.75067381848 || Iter Time:0.005290985107421875 || Total time:19.012125253677368 Iteration: 1948 || Clusters count: 7 || Log posterior: -4528.16603571811 || Iter Time:0.007544040679931641 || Total time:19.0196692943573 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 7 || Log posterior: -4464.186950130763 || Iter Time:0.005377054214477539 || Total time:19.025046348571777 Iteration: 1950 || Clusters count: 7 || Log posterior: -4464.186950130763 || Iter Time:0.007781982421875 || Total time:19.032828330993652 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 7 || Log posterior: -4496.49215996432 || Iter Time:0.005396127700805664 || Total time:19.038224458694458 Iteration: 1952 || Clusters count: 7 || Log posterior: -4496.49215996432 || Iter Time:0.007695913314819336 || Total time:19.045920372009277 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 7 || Log posterior: -4508.689356215865 || Iter Time:0.00565791130065918 || Total time:19.051578283309937 Iteration: 1954 || Clusters count: 7 || Log posterior: -4495.050402832762 || Iter Time:0.007400989532470703 || Total time:19.058979272842407 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 7 || Log posterior: -4479.650746727276 || Iter Time:0.005231142044067383 || Total time:19.064210414886475 Iteration: 1956 || Clusters count: 7 || Log posterior: -4479.650746727276 || Iter Time:0.007444858551025391 || Total time:19.0716552734375 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 7 || Log posterior: -4486.749207980442 || Iter Time:0.00515294075012207 || Total time:19.076808214187622 Iteration: 1958 || Clusters count: 7 || Log posterior: -4486.749207980442 || Iter Time:0.007417917251586914 || Total time:19.08422613143921 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 7 || Log posterior: -4497.5686234635805 || Iter Time:0.005197048187255859 || Total time:19.089423179626465 Iteration: 1960 || Clusters count: 7 || Log posterior: -4497.5686234635805 || Iter Time:0.007349967956542969 || Total time:19.096773147583008 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 7 || Log posterior: -4507.494497797102 || Iter Time:0.005355119705200195 || Total time:19.102128267288208 Iteration: 1962 || Clusters count: 7 || Log posterior: -4505.927555136863 || Iter Time:0.007426023483276367 || Total time:19.109554290771484 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 7 || Log posterior: -4484.608260545459 || Iter Time:0.0051670074462890625 || Total time:19.114721298217773 Iteration: 1964 || Clusters count: 7 || Log posterior: -4484.608260545459 || Iter Time:0.007509946823120117 || Total time:19.122231245040894 Loading and distributing data: 0.000107 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 7 || Log posterior: -4482.37637910993 || Iter Time:0.005101919174194336 || Total time:19.127333164215088 Iteration: 1966 || Clusters count: 7 || Log posterior: -4482.37637910993 || Iter Time:0.007524013519287109 || Total time:19.134857177734375 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 7 || Log posterior: -4505.157902647724 || Iter Time:0.0052340030670166016 || Total time:19.14009118080139 Iteration: 1968 || Clusters count: 7 || Log posterior: -4505.157902647724 || Iter Time:0.007278919219970703 || Total time:19.147370100021362 Loading and distributing data: 0.000104 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 7 || Log posterior: -4488.808150762741 || Iter Time:0.005216836929321289 || Total time:19.152586936950684 Iteration: 1970 || Clusters count: 7 || Log posterior: -4488.808150762741 || Iter Time:0.007648944854736328 || Total time:19.16023588180542 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 7 || Log posterior: -4497.530964922577 || Iter Time:0.005667924880981445 || Total time:19.1659038066864 Iteration: 1972 || Clusters count: 7 || Log posterior: -4496.0799776889335 || Iter Time:0.007537841796875 || Total time:19.173441648483276 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 7 || Log posterior: -4496.162546909657 || Iter Time:0.0053060054779052734 || Total time:19.17874765396118 Iteration: 1974 || Clusters count: 7 || Log posterior: -4493.183147940083 || Iter Time:0.007475137710571289 || Total time:19.186222791671753 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 7 || Log posterior: -4432.542163443467 || Iter Time:0.005489826202392578 || Total time:19.191712617874146 Iteration: 1976 || Clusters count: 7 || Log posterior: -4432.542163443467 || Iter Time:0.007400035858154297 || Total time:19.1991126537323 Loading and distributing data: 0.000107 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 7 || Log posterior: -4471.612472121619 || Iter Time:0.005209922790527344 || Total time:19.204322576522827 Iteration: 1978 || Clusters count: 7 || Log posterior: -4465.4889923803985 || Iter Time:0.0074977874755859375 || Total time:19.211820363998413 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 7 || Log posterior: -4497.613740999805 || Iter Time:0.005326032638549805 || Total time:19.217146396636963 Iteration: 1980 || Clusters count: 7 || Log posterior: -4496.026863385465 || Iter Time:0.0073778629302978516 || Total time:19.22452425956726 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 7 || Log posterior: -4494.697736377335 || Iter Time:0.005254983901977539 || Total time:19.22977924346924 Iteration: 1982 || Clusters count: 7 || Log posterior: -4487.411860736126 || Iter Time:0.007272958755493164 || Total time:19.23705220222473 Loading and distributing data: 0.000102 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 7 || Log posterior: -4462.967211847365 || Iter Time:0.005151033401489258 || Total time:19.24220323562622 Iteration: 1984 || Clusters count: 7 || Log posterior: -4462.967211847365 || Iter Time:0.007302999496459961 || Total time:19.24950623512268 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 7 || Log posterior: -4509.368249875983 || Iter Time:0.00518488883972168 || Total time:19.254691123962402 Iteration: 1986 || Clusters count: 7 || Log posterior: -4509.217840815104 || Iter Time:0.00719904899597168 || Total time:19.261890172958374 Loading and distributing data: 0.000104 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 7 || Log posterior: -4509.597779694441 || Iter Time:0.005046844482421875 || Total time:19.266937017440796 Iteration: 1988 || Clusters count: 7 || Log posterior: -4509.597779694441 || Iter Time:0.007152080535888672 || Total time:19.274089097976685 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 7 || Log posterior: -4493.84326838368 || Iter Time:0.005154848098754883 || Total time:19.27924394607544 Iteration: 1990 || Clusters count: 7 || Log posterior: -4485.759406714247 || Iter Time:0.00751495361328125 || Total time:19.28675889968872 Loading and distributing data: 0.000102 seconds (129 allocations: 13.227 KiB) Iteration: 1991 || Clusters count: 7 || Log posterior: -4477.350373292081 || Iter Time:0.005228996276855469 || Total time:19.291987895965576 Iteration: 1992 || Clusters count: 7 || Log posterior: -4476.728714360245 || Iter Time:0.007419109344482422 || Total time:19.29940700531006 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 7 || Log posterior: -4509.237200478492 || Iter Time:0.005357980728149414 || Total time:19.304764986038208 Iteration: 1994 || Clusters count: 7 || Log posterior: -4503.502991379263 || Iter Time:0.00734400749206543 || Total time:19.312108993530273 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 7 || Log posterior: -4524.575149521085 || Iter Time:0.0055789947509765625 || Total time:19.31768798828125 Iteration: 1996 || Clusters count: 7 || Log posterior: -4521.668439995806 || Iter Time:0.007520914077758789 || Total time:19.32520890235901 Loading and distributing data: 0.000107 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 7 || Log posterior: -4526.99763786479 || Iter Time:0.0051631927490234375 || Total time:19.330372095108032 Iteration: 1998 || Clusters count: 7 || Log posterior: -4526.99763786479 || Iter Time:0.007417201995849609 || Total time:19.337789297103882 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 7 || Log posterior: -4497.660470957452 || Iter Time:0.005162954330444336 || Total time:19.342952251434326 Iteration: 2000 || Clusters count: 7 || Log posterior: -4497.660470957452 || Iter Time:0.007364988327026367 || Total time:19.350317239761353 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 7 || Log posterior: -4468.951149520573 || Iter Time:0.005242109298706055 || Total time:19.35555934906006 Iteration: 2002 || Clusters count: 7 || Log posterior: -4468.951149520573 || Iter Time:0.007338047027587891 || Total time:19.362897396087646 Loading and distributing data: 0.000102 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 7 || Log posterior: -4450.18466354608 || Iter Time:0.00506281852722168 || Total time:19.367960214614868 Iteration: 2004 || Clusters count: 7 || Log posterior: -4445.062591492 || Iter Time:0.007278919219970703 || Total time:19.37523913383484 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 7 || Log posterior: -4460.414696276891 || Iter Time:0.005110025405883789 || Total time:19.380349159240723 Iteration: 2006 || Clusters count: 7 || Log posterior: -4460.414696276891 || Iter Time:0.007272958755493164 || Total time:19.387622117996216 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 7 || Log posterior: -4448.724131642452 || Iter Time:0.0052030086517333984 || Total time:19.39282512664795 Iteration: 2008 || Clusters count: 7 || Log posterior: -4447.736761518086 || Iter Time:0.007277965545654297 || Total time:19.400103092193604 Loading and distributing data: 0.000099 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 7 || Log posterior: -4467.531556842128 || Iter Time:0.006117105484008789 || Total time:19.406220197677612 Iteration: 2010 || Clusters count: 7 || Log posterior: -4461.247456666446 || Iter Time:0.010604143142700195 || Total time:19.416824340820312 Loading and distributing data: 0.000098 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 7 || Log posterior: -4507.593467203487 || Iter Time:0.005120992660522461 || Total time:19.421945333480835 Iteration: 2012 || Clusters count: 7 || Log posterior: -4505.732973224042 || Iter Time:0.007456064224243164 || Total time:19.429401397705078 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 7 || Log posterior: -4476.492546089004 || Iter Time:0.005159139633178711 || Total time:19.434560537338257 Iteration: 2014 || Clusters count: 7 || Log posterior: -4476.047496512953 || Iter Time:0.0072460174560546875 || Total time:19.44180655479431 Loading and distributing data: 0.000101 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 7 || Log posterior: -4446.380833125569 || Iter Time:0.005106925964355469 || Total time:19.446913480758667 Iteration: 2016 || Clusters count: 7 || Log posterior: -4440.246636722561 || Iter Time:0.007575035095214844 || Total time:19.454488515853882 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 7 || Log posterior: -4453.812419711571 || Iter Time:0.005484104156494141 || Total time:19.459972620010376 Iteration: 2018 || Clusters count: 7 || Log posterior: -4452.478141508982 || Iter Time:0.007439136505126953 || Total time:19.467411756515503 Loading and distributing data: 0.000102 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 7 || Log posterior: -4464.8083347051615 || Iter Time:0.0051920413970947266 || Total time:19.472603797912598 Iteration: 2020 || Clusters count: 7 || Log posterior: -4463.499491731403 || Iter Time:0.0077970027923583984 || Total time:19.480400800704956 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 7 || Log posterior: -4468.690358209318 || Iter Time:0.005339860916137695 || Total time:19.485740661621094 Iteration: 2022 || Clusters count: 7 || Log posterior: -4468.690358209318 || Iter Time:0.0075130462646484375 || Total time:19.493253707885742 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 7 || Log posterior: -4482.397912786495 || Iter Time:0.005539894104003906 || Total time:19.498793601989746 Iteration: 2024 || Clusters count: 7 || Log posterior: -4477.751193302871 || Iter Time:0.007664918899536133 || Total time:19.506458520889282 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 7 || Log posterior: -4499.904560789318 || Iter Time:0.005260944366455078 || Total time:19.511719465255737 Iteration: 2026 || Clusters count: 7 || Log posterior: -4499.904560789318 || Iter Time:0.007537126541137695 || Total time:19.519256591796875 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 7 || Log posterior: -4503.3944089967 || Iter Time:0.0052640438079833984 || Total time:19.52452063560486 Iteration: 2028 || Clusters count: 7 || Log posterior: -4501.309000821907 || Iter Time:0.007423877716064453 || Total time:19.531944513320923 Avg NMI: 0.72904466172259 Full NMI: 0.725735107916273 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m08.9s Testing DPMMSubClustersStreaming tests passed Testing completed after 169.75s PkgEval succeeded after 284.55s