Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.680 (905a44b8ef*) started at 2025-06-01T18:01:34.450 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.46s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.1 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.5.8 [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 v0.9.4 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.2 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.21 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.12.1+1 [e37daf67] + LibGit2_jll v1.9.0+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.5.20 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.12.0+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.5s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 156.78s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_KmGEO7/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_KmGEO7/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.1 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.5.8 [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 v0.9.4 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.2 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.21 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.12.1+1 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.12.0+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.649277 seconds (1.20 M allocations: 68.674 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233140.41298629093 || Iter Time:17.497565984725952 || Total time:17.497565984725952 Iteration: 1 || Clusters count: 1 || Log posterior: -233140.41298629093 || Iter Time:0.006075143814086914 || Total time:17.50364112854004 Iteration: 2 || Clusters count: 1 || Log posterior: -233140.41298629093 || Iter Time:0.0057599544525146484 || Total time:17.509401082992554 Iteration: 3 || Clusters count: 1 || Log posterior: -233140.41298629093 || Iter Time:0.005792140960693359 || Total time:17.515193223953247 Iteration: 4 || Clusters count: 1 || Log posterior: -233140.41298629093 || Iter Time:0.005585908889770508 || Total time:17.520779132843018 Iteration: 5 || Clusters count: 1 || Log posterior: -233140.41298629093 || Iter Time:0.016739845275878906 || Total time:17.537518978118896 Iteration: 6 || Clusters count: 1 || Log posterior: -233140.41298629093 || Iter Time:0.005622148513793945 || Total time:17.54314112663269 Iteration: 7 || Clusters count: 1 || Log posterior: -233140.41298629093 || Iter Time:0.0055980682373046875 || Total time:17.548739194869995 Iteration: 8 || Clusters count: 1 || Log posterior: -233140.41298629093 || Iter Time:0.005444049835205078 || Total time:17.5541832447052 Iteration: 9 || Clusters count: 1 || Log posterior: -233140.41298629093 || Iter Time:0.005728960037231445 || Total time:17.55991220474243 Iteration: 10 || Clusters count: 1 || Log posterior: -233140.41298629093 || Iter Time:0.00560307502746582 || Total time:17.565515279769897 Iteration: 11 || Clusters count: 1 || Log posterior: -233140.41298629093 || Iter Time:0.006003141403198242 || Total time:17.571518421173096 Iteration: 12 || Clusters count: 1 || Log posterior: -233140.41298629093 || Iter Time:0.005872964859008789 || Total time:17.577391386032104 Iteration: 13 || Clusters count: 2 || Log posterior: -232856.2334557556 || Iter Time:3.9059181213378906 || Total time:21.483309507369995 Iteration: 14 || Clusters count: 2 || Log posterior: -232848.2755444955 || Iter Time:0.006470918655395508 || Total time:21.48978042602539 Iteration: 15 || Clusters count: 2 || Log posterior: -232825.88857239336 || Iter Time:0.006072044372558594 || Total time:21.49585247039795 Iteration: 16 || Clusters count: 2 || Log posterior: -232808.95888489336 || Iter Time:0.006258964538574219 || Total time:21.502111434936523 Iteration: 17 || Clusters count: 2 || Log posterior: -232793.22254403165 || Iter Time:0.005914926528930664 || Total time:21.508026361465454 Iteration: 18 || Clusters count: 2 || Log posterior: -232795.80542221313 || Iter Time:0.0050868988037109375 || Total time:21.513113260269165 Iteration: 19 || Clusters count: 2 || Log posterior: -232779.44427976792 || Iter Time:0.00546717643737793 || Total time:21.518580436706543 Iteration: 20 || Clusters count: 2 || Log posterior: -232708.0253037741 || Iter Time:3.371570110321045 || Total time:24.890150547027588 Loading and distributing data: 0.000828 seconds (128 allocations: 396.023 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233091.40715065517 || Iter Time:0.029266834259033203 || Total time:24.91941738128662 Iteration: 22 || Clusters count: 2 || Log posterior: -233077.33057023614 || Iter Time:0.005501985549926758 || Total time:24.924919366836548 Iteration: 23 || Clusters count: 2 || Log posterior: -233084.50871315517 || Iter Time:0.005174875259399414 || Total time:24.930094242095947 Iteration: 24 || Clusters count: 2 || Log posterior: -233036.43470614898 || Iter Time:0.00538182258605957 || Total time:24.935476064682007 Iteration: 25 || Clusters count: 2 || Log posterior: -233069.60631954676 || Iter Time:0.005666017532348633 || Total time:24.941142082214355 Iteration: 26 || Clusters count: 2 || Log posterior: -233064.42451142202 || Iter Time:0.005408048629760742 || Total time:24.946550130844116 Iteration: 27 || Clusters count: 2 || Log posterior: -233076.30179763382 || Iter Time:0.005300045013427734 || Total time:24.951850175857544 Iteration: 28 || Clusters count: 4 || Log posterior: -232585.42637025507 || Iter Time:0.008730173110961914 || Total time:24.960580348968506 Iteration: 29 || Clusters count: 4 || Log posterior: -232389.17122890946 || Iter Time:0.006248950958251953 || Total time:24.966829299926758 Iteration: 30 || Clusters count: 4 || Log posterior: -232332.2504517118 || Iter Time:0.006267070770263672 || Total time:24.97309637069702 Iteration: 31 || Clusters count: 4 || Log posterior: -232306.3684356184 || Iter Time:0.005964040756225586 || Total time:24.979060411453247 Iteration: 32 || Clusters count: 4 || Log posterior: -232279.38383948902 || Iter Time:0.0063669681549072266 || Total time:24.985427379608154 Iteration: 33 || Clusters count: 4 || Log posterior: -232287.98619251678 || Iter Time:0.0062029361724853516 || Total time:24.99163031578064 Iteration: 34 || Clusters count: 4 || Log posterior: -232246.80537232436 || Iter Time:0.0063440799713134766 || Total time:24.997974395751953 Iteration: 35 || Clusters count: 4 || Log posterior: -232296.24609309263 || Iter Time:0.006170034408569336 || Total time:25.004144430160522 Iteration: 36 || Clusters count: 4 || Log posterior: -232270.16314305144 || Iter Time:0.006259918212890625 || Total time:25.010404348373413 Iteration: 37 || Clusters count: 4 || Log posterior: -232287.1413263158 || Iter Time:0.00597691535949707 || Total time:25.01638126373291 Iteration: 38 || Clusters count: 4 || Log posterior: -232259.56743442672 || Iter Time:0.006181001663208008 || Total time:25.022562265396118 Iteration: 39 || Clusters count: 4 || Log posterior: -232222.0391067283 || Iter Time:0.0062940120697021484 || Total time:25.02885627746582 Iteration: 40 || Clusters count: 4 || Log posterior: -232238.50551479534 || Iter Time:0.006422996520996094 || Total time:25.035279273986816 Iteration: 41 || Clusters count: 4 || Log posterior: -232092.87783537235 || Iter Time:0.03972196578979492 || Total time:25.07500123977661 Loading and distributing data: 0.000832 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262324.33442919696 || Iter Time:0.0066869258880615234 || Total time:25.081688165664673 Iteration: 43 || Clusters count: 6 || Log posterior: -261766.59010249958 || Iter Time:0.008978128433227539 || Total time:25.0906662940979 Iteration: 44 || Clusters count: 6 || Log posterior: -261558.77788216172 || Iter Time:0.007211923599243164 || Total time:25.097878217697144 Iteration: 45 || Clusters count: 6 || Log posterior: -261500.97525094033 || Iter Time:0.007261037826538086 || Total time:25.10513925552368 Iteration: 46 || Clusters count: 6 || Log posterior: -261489.82860214857 || Iter Time:0.007088899612426758 || Total time:25.11222815513611 Iteration: 47 || Clusters count: 6 || Log posterior: -261452.16089288125 || Iter Time:0.0072290897369384766 || Total time:25.119457244873047 Iteration: 48 || Clusters count: 6 || Log posterior: -261475.01730536547 || Iter Time:0.007311820983886719 || Total time:25.126769065856934 Iteration: 49 || Clusters count: 6 || Log posterior: -261464.14032103968 || Iter Time:0.007275819778442383 || Total time:25.134044885635376 Iteration: 50 || Clusters count: 6 || Log posterior: -261460.82675649843 || Iter Time:0.0071108341217041016 || Total time:25.14115571975708 Iteration: 51 || Clusters count: 6 || Log posterior: -261486.62678600577 || Iter Time:0.007063865661621094 || Total time:25.1482195854187 Iteration: 52 || Clusters count: 6 || Log posterior: -261459.40078251815 || Iter Time:0.007032871246337891 || Total time:25.15525245666504 Iteration: 53 || Clusters count: 6 || Log posterior: -261465.42632007832 || Iter Time:0.007220029830932617 || Total time:25.16247248649597 Iteration: 54 || Clusters count: 6 || Log posterior: -261468.56000495862 || Iter Time:0.007107973098754883 || Total time:25.169580459594727 Iteration: 55 || Clusters count: 7 || Log posterior: -260925.11578570414 || Iter Time:0.00834798812866211 || Total time:25.17792844772339 Iteration: 56 || Clusters count: 8 || Log posterior: -260698.14406814324 || Iter Time:0.009114980697631836 || Total time:25.18704342842102 Iteration: 57 || Clusters count: 8 || Log posterior: -260642.42415756534 || Iter Time:0.03827214241027832 || Total time:25.2253155708313 Iteration: 58 || Clusters count: 8 || Log posterior: -260635.71458892644 || Iter Time:0.8021728992462158 || Total time:26.027488470077515 Iteration: 59 || Clusters count: 8 || Log posterior: -260668.61451007592 || Iter Time:0.00858306884765625 || Total time:26.03607153892517 Iteration: 60 || Clusters count: 8 || Log posterior: -260637.40413964182 || Iter Time:0.00844120979309082 || Total time:26.04451274871826 Iteration: 61 || Clusters count: 8 || Log posterior: -260637.00305155516 || Iter Time:0.008633136749267578 || Total time:26.05314588546753 Iteration: 62 || Clusters count: 8 || Log posterior: -260569.3595546692 || Iter Time:0.00878596305847168 || Total time:26.061931848526 Loading and distributing data: 0.000799 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 10 || Log posterior: -259824.92538849523 || Iter Time:0.01045989990234375 || Total time:26.072391748428345 Iteration: 64 || Clusters count: 10 || Log posterior: -259520.05668695862 || Iter Time:0.009360074996948242 || Total time:26.081751823425293 Iteration: 65 || Clusters count: 10 || Log posterior: -259510.5156529421 || Iter Time:0.008907794952392578 || Total time:26.090659618377686 Iteration: 66 || Clusters count: 10 || Log posterior: -259454.48535484044 || Iter Time:0.00875091552734375 || Total time:26.09941053390503 Iteration: 67 || Clusters count: 10 || Log posterior: -259424.9532158369 || Iter Time:0.00905299186706543 || Total time:26.108463525772095 Iteration: 68 || Clusters count: 10 || Log posterior: -259398.81144435398 || Iter Time:0.010179996490478516 || Total time:26.118643522262573 Iteration: 69 || Clusters count: 10 || Log posterior: -259382.79109146108 || Iter Time:0.03158402442932129 || Total time:26.150227546691895 Iteration: 70 || Clusters count: 11 || Log posterior: -258931.168510997 || Iter Time:0.011483907699584961 || Total time:26.16171145439148 Iteration: 71 || Clusters count: 12 || Log posterior: -258580.02597377647 || Iter Time:0.02588486671447754 || Total time:26.187596321105957 Iteration: 72 || Clusters count: 12 || Log posterior: -258500.4038424297 || Iter Time:0.010779857635498047 || Total time:26.198376178741455 Iteration: 73 || Clusters count: 12 || Log posterior: -258505.01657100514 || Iter Time:0.01084280014038086 || Total time:26.209218978881836 Iteration: 74 || Clusters count: 12 || Log posterior: -258505.81750338463 || Iter Time:0.010360956192016602 || Total time:26.219579935073853 Iteration: 75 || Clusters count: 12 || Log posterior: -258494.16246470367 || Iter Time:0.010658979415893555 || Total time:26.230238914489746 Iteration: 76 || Clusters count: 12 || Log posterior: -258509.37412495713 || Iter Time:0.010682106018066406 || Total time:26.240921020507812 Iteration: 77 || Clusters count: 12 || Log posterior: -258504.16493985147 || Iter Time:0.010497093200683594 || Total time:26.251418113708496 Iteration: 78 || Clusters count: 12 || Log posterior: -258512.47372315597 || Iter Time:0.011635065078735352 || Total time:26.26305317878723 Iteration: 79 || Clusters count: 12 || Log posterior: -258519.83843121448 || Iter Time:0.029317140579223633 || Total time:26.292370319366455 Iteration: 80 || Clusters count: 13 || Log posterior: -258223.80474842433 || Iter Time:0.013229131698608398 || Total time:26.305599451065063 Iteration: 81 || Clusters count: 13 || Log posterior: -258191.0869099594 || Iter Time:0.011697053909301758 || Total time:26.317296504974365 Iteration: 82 || Clusters count: 13 || Log posterior: -258155.09119008482 || Iter Time:0.011435985565185547 || Total time:26.32873249053955 Iteration: 83 || Clusters count: 13 || Log posterior: -258128.63255177016 || Iter Time:0.010509014129638672 || Total time:26.33924150466919 Loading and distributing data: 0.000787 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 13 || Log posterior: -258098.89358669912 || Iter Time:0.011759042739868164 || Total time:26.351000547409058 Iteration: 85 || Clusters count: 14 || Log posterior: -257671.33374287785 || Iter Time:0.013462066650390625 || Total time:26.36446261405945 Iteration: 86 || Clusters count: 14 || Log posterior: -257598.90196875628 || Iter Time:0.013367176055908203 || Total time:26.377829790115356 Iteration: 87 || Clusters count: 14 || Log posterior: -257585.20102781904 || Iter Time:0.013293027877807617 || Total time:26.391122817993164 Iteration: 88 || Clusters count: 14 || Log posterior: -257581.5330693302 || Iter Time:0.017709970474243164 || Total time:26.408832788467407 Iteration: 89 || Clusters count: 14 || Log posterior: -257554.64234333904 || Iter Time:0.013262033462524414 || Total time:26.42209482192993 Iteration: 90 || Clusters count: 16 || Log posterior: -256800.3689494892 || Iter Time:0.014856815338134766 || Total time:26.436951637268066 Iteration: 91 || Clusters count: 16 || Log posterior: -256778.51117714483 || Iter Time:0.013694047927856445 || Total time:26.450645685195923 Iteration: 92 || Clusters count: 16 || Log posterior: -256778.50080181242 || Iter Time:0.013712167739868164 || Total time:26.46435785293579 Iteration: 93 || Clusters count: 16 || Log posterior: -256779.23050265573 || Iter Time:0.018095970153808594 || Total time:26.4824538230896 Iteration: 94 || Clusters count: 16 || Log posterior: -256767.33718886643 || Iter Time:0.013712167739868164 || Total time:26.496165990829468 Iteration: 95 || Clusters count: 17 || Log posterior: -256589.7915219279 || Iter Time:0.014878988265991211 || Total time:26.51104497909546 Iteration: 96 || Clusters count: 17 || Log posterior: -256567.5700020996 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Time:0.01602482795715332 || Total time:26.638139963150024 Iteration: 104 || Clusters count: 18 || Log posterior: -256261.83931182936 || Iter Time:0.014549970626831055 || Total time:26.652689933776855 Loading and distributing data: 0.000830 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 19 || Log posterior: -255994.87374817152 || Iter Time:0.019676923751831055 || Total time:26.672366857528687 Iteration: 106 || Clusters count: 19 || Log posterior: -255916.40492499602 || Iter Time:0.01749110221862793 || Total time:26.689857959747314 Iteration: 107 || Clusters count: 19 || Log posterior: -255922.02732443332 || Iter Time:0.02069997787475586 || Total time:26.71055793762207 Iteration: 108 || Clusters count: 19 || Log posterior: -255909.23080817016 || Iter Time:0.017369985580444336 || Total time:26.727927923202515 Iteration: 109 || Clusters count: 19 || Log posterior: -255913.75316447092 || Iter Time:0.017426013946533203 || Total time:26.745353937149048 Iteration: 110 || Clusters count: 19 || Log posterior: -255906.78009587052 || Iter Time:0.021442174911499023 || Total time:26.766796112060547 Iteration: 111 || Clusters count: 19 || Log posterior: -255912.14767615902 || Iter Time:0.018700122833251953 || Total time:26.7854962348938 Iteration: 112 || Clusters count: 19 || Log posterior: -255913.15110245126 || Iter Time:0.01862621307373047 || Total time:26.80412244796753 Iteration: 113 || Clusters count: 19 || Log posterior: -255912.7105643688 || Iter Time:0.018376827239990234 || Total time:26.82249927520752 Iteration: 114 || Clusters count: 19 || Log posterior: -255918.18171960127 || Iter Time:0.022286176681518555 || Total time:26.844785451889038 Iteration: 115 || Clusters count: 19 || Log posterior: -255919.31081310922 || Iter Time:0.017709016799926758 || Total time:26.862494468688965 Iteration: 116 || Clusters count: 19 || Log posterior: -255911.41442356497 || Iter Time:0.017743825912475586 || Total time:26.88023829460144 Iteration: 117 || Clusters count: 20 || Log posterior: -255622.57429408375 || Iter Time:0.023665189743041992 || Total time:26.903903484344482 Iteration: 118 || Clusters count: 20 || Log posterior: -255581.6405945033 || Iter Time:0.01980113983154297 || Total time:26.923704624176025 Iteration: 119 || Clusters count: 20 || Log posterior: -255579.12840379667 || Iter Time:0.02363300323486328 || Total time:26.94733762741089 Iteration: 120 || Clusters count: 20 || Log posterior: -255578.75225632 || Iter Time:0.02380514144897461 || Total time:26.971142768859863 Iteration: 121 || Clusters count: 20 || Log posterior: -255580.0190872366 || Iter Time:0.02537989616394043 || Total time:26.996522665023804 Iteration: 122 || Clusters count: 20 || Log posterior: -255576.82604262247 || Iter Time:0.029043912887573242 || Total time:27.025566577911377 Iteration: 123 || Clusters count: 20 || Log posterior: -255583.71219575763 || Iter Time:0.02506089210510254 || Total time:27.05062747001648 Iteration: 124 || Clusters count: 20 || Log posterior: -255582.5804986345 || Iter Time:0.02882099151611328 || Total time:27.079448461532593 Iteration: 125 || Clusters count: 20 || Log posterior: -255577.302178322 || Iter Time:0.023927927017211914 || Total time:27.103376388549805 Loading and distributing data: 0.000773 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -255809.1298513072 || Iter Time:0.025990009307861328 || Total time:27.129366397857666 Iteration: 127 || Clusters count: 20 || Log posterior: -255786.5395633981 || Iter Time:0.028903961181640625 || Total time:27.158270359039307 Iteration: 128 || Clusters count: 20 || Log posterior: -255772.34791216784 || Iter Time:0.023879051208496094 || Total time:27.182149410247803 Iteration: 129 || Clusters count: 20 || Log posterior: -255772.75899791718 || Iter Time:0.024192094802856445 || Total time:27.20634150505066 Iteration: 130 || Clusters count: 20 || Log posterior: -255777.14507867192 || Iter Time:0.028136014938354492 || Total 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time:27.63927435874939 Iteration: 145 || Clusters count: 20 || Log posterior: -255768.94611620303 || Iter Time:0.028254985809326172 || Total time:27.667529344558716 Iteration: 146 || Clusters count: 20 || Log posterior: -255762.80706835812 || Iter Time:0.03057098388671875 || Total time:27.698100328445435 Loading and distributing data: 0.000766 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -256060.54331118742 || Iter Time:0.02855205535888672 || Total time:27.72665238380432 Iteration: 148 || Clusters count: 20 || Log posterior: -256002.94397039758 || Iter Time:0.03003382682800293 || Total time:27.756686210632324 Iteration: 149 || Clusters count: 20 || Log posterior: -255994.63726443044 || Iter Time:0.03174996376037598 || Total time:27.7884361743927 Iteration: 150 || Clusters count: 20 || Log posterior: -256000.11002582122 || Iter Time:0.029191970825195312 || Total time:27.817628145217896 Iteration: 151 || Clusters count: 20 || Log posterior: -256003.15185143947 || Iter Time:0.03141307830810547 || Total time:27.849041223526 Iteration: 152 || Clusters count: 20 || Log posterior: -255994.82569223747 || Iter Time:0.028190135955810547 || Total time:27.87723135948181 Iteration: 153 || Clusters count: 20 || Log posterior: -256005.0991866346 || Iter Time:0.031826019287109375 || Total time:27.90905737876892 Iteration: 154 || Clusters count: 20 || Log posterior: -255999.22713420156 || Iter Time:0.02851700782775879 || Total time:27.93757438659668 Iteration: 155 || Clusters count: 20 || Log posterior: -255993.57353192352 || Iter Time:0.02798295021057129 || Total time:27.96555733680725 Iteration: 156 || Clusters count: 20 || Log posterior: -255995.26024476247 || Iter Time:0.0326998233795166 || Total time:27.998257160186768 Iteration: 157 || Clusters count: 20 || Log posterior: -255997.42301140697 || Iter Time:0.0279538631439209 || Total time:28.02621102333069 Iteration: 158 || Clusters count: 20 || Log posterior: 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-255992.99840634983 || Iter Time:0.030701875686645508 || Total time:28.262343168258667 Iteration: 166 || Clusters count: 20 || Log posterior: -256006.1432881409 || Iter Time:0.02696084976196289 || Total time:28.28930401802063 Iteration: 167 || Clusters count: 20 || Log posterior: -255989.80299317162 || Iter Time:0.029534101486206055 || Total time:28.318838119506836 Loading and distributing data: 0.000789 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255507.38190312166 || Iter Time:0.027658939361572266 || Total time:28.346497058868408 Iteration: 169 || Clusters count: 20 || Log posterior: -255459.98837105298 || Iter Time:0.027062177658081055 || Total time:28.37355923652649 Iteration: 170 || Clusters count: 20 || Log posterior: -255453.6079318864 || Iter Time:0.029841184616088867 || Total time:28.403400421142578 Iteration: 171 || Clusters count: 20 || Log posterior: -255455.08488650445 || Iter Time:0.02553105354309082 || Total 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time:28.823054552078247 Iteration: 186 || Clusters count: 20 || Log posterior: -255455.57308799936 || Iter Time:0.0309908390045166 || Total time:28.854045391082764 Iteration: 187 || Clusters count: 20 || Log posterior: -255451.49267500773 || Iter Time:0.027302980422973633 || Total time:28.881348371505737 Iteration: 188 || Clusters count: 20 || Log posterior: -255451.49267500773 || Iter Time:0.024877071380615234 || Total time:28.906225442886353 Loading and distributing data: 0.000782 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255569.61750044164 || Iter Time:0.03264594078063965 || Total time:28.938871383666992 Iteration: 190 || Clusters count: 20 || Log posterior: -255550.0438945007 || Iter Time:0.027316808700561523 || Total time:28.966188192367554 Iteration: 191 || Clusters count: 20 || Log posterior: -255549.08593718737 || Iter Time:0.030714988708496094 || Total time:28.99690318107605 Iteration: 192 || Clusters count: 20 || Log posterior: -255548.72772133778 || Iter Time:0.027112960815429688 || Total time:29.02401614189148 Iteration: 193 || Clusters count: 20 || Log posterior: -255553.1935429848 || Iter Time:0.03015589714050293 || Total time:29.054172039031982 Iteration: 194 || Clusters count: 20 || Log posterior: -255551.11295506364 || Iter Time:0.02642512321472168 || Total time:29.080597162246704 Iteration: 195 || Clusters count: 20 || Log posterior: -255549.13309184517 || Iter Time:0.0264132022857666 || Total time:29.10701036453247 Iteration: 196 || Clusters count: 20 || Log posterior: -255545.94925962962 || Iter Time:0.03507113456726074 || Total time:29.14208149909973 Iteration: 197 || Clusters count: 20 || Log posterior: -255547.17839993403 || Iter Time:0.02739095687866211 || Total time:29.169472455978394 Iteration: 198 || Clusters count: 20 || Log posterior: -255555.38124565143 || Iter Time:0.030931949615478516 || Total time:29.200404405593872 Iteration: 199 || Clusters count: 20 || Log posterior: -255560.16824510935 || Iter Time:0.02711200714111328 || Total time:29.227516412734985 Iteration: 200 || Clusters count: 20 || Log posterior: -255557.88624140873 || Iter Time:0.028113126754760742 || Total time:29.255629539489746 Iteration: 201 || Clusters count: 20 || Log posterior: -255560.68737389613 || Iter Time:0.031244993209838867 || Total time:29.286874532699585 Iteration: 202 || Clusters count: 20 || Log posterior: -255558.74395089372 || Iter Time:0.025209903717041016 || Total time:29.312084436416626 Iteration: 203 || Clusters count: 20 || Log posterior: -255558.02502652947 || Iter Time:0.029438018798828125 || Total time:29.341522455215454 Iteration: 204 || Clusters count: 20 || Log posterior: -255546.8665304289 || Iter Time:0.028228044509887695 || Total time:29.369750499725342 Iteration: 205 || Clusters count: 20 || Log posterior: -255555.36623285504 || Iter Time:0.030371904373168945 || Total time:29.40012240409851 Iteration: 206 || Clusters count: 20 || Log posterior: -255546.78778273193 || Iter Time:0.02679610252380371 || Total time:29.426918506622314 Iteration: 207 || Clusters count: 20 || Log posterior: -255549.13309184517 || Iter Time:0.02495288848876953 || Total time:29.451871395111084 Iteration: 208 || Clusters count: 20 || Log posterior: -255551.45042857336 || Iter Time:0.03306102752685547 || Total time:29.48493242263794 Iteration: 209 || Clusters count: 20 || Log posterior: -255548.4572251623 || Iter Time:0.026601076126098633 || Total time:29.511533498764038 NMI: 0.8077129508226835 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m31.7s [42812, 4158, 33559, 19835, 14403, 105378, 2551, 30453, 41525, 5537, 156963, 28031, 121120, 5773, 881, 11590, 166606, 100415, 45238, 63172] Loading and distributing data: 0.000216 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7289.7718311530825 || Iter Time:5.374258041381836 || Total time:5.374258041381836 Iteration: 1 || Clusters count: 1 || Log posterior: -7289.7718311530825 || Iter Time:0.003498077392578125 || Total time:5.377756118774414 Iteration: 2 || Clusters count: 1 || Log posterior: -7289.7718311530825 || Iter Time:0.0028181076049804688 || Total time:5.3805742263793945 Iteration: 3 || Clusters count: 1 || Log posterior: -7289.7718311530825 || Iter Time:0.0023348331451416016 || Total time:5.382909059524536 Iteration: 4 || Clusters count: 1 || Log posterior: -7289.7718311530825 || Iter Time:0.0021309852600097656 || Total time:5.385040044784546 Iteration: 5 || Clusters count: 1 || Log posterior: -7289.7718311530825 || Iter Time:0.002053976058959961 || Total time:5.387094020843506 Iteration: 6 || Clusters count: 1 || Log posterior: -7289.7718311530825 || Iter Time:0.0024290084838867188 || Total time:5.389523029327393 Iteration: 7 || Clusters count: 1 || Log posterior: -7289.7718311530825 || Iter Time:0.0024209022521972656 || Total time:5.39194393157959 Iteration: 8 || Clusters count: 2 || Log posterior: -7192.495324078074 || Iter Time:0.1566169261932373 || Total time:5.548560857772827 Iteration: 9 || Clusters count: 2 || Log posterior: -7171.645243339318 || Iter Time:0.003208160400390625 || Total time:5.551769018173218 Iteration: 10 || Clusters count: 2 || Log posterior: -7168.247982829858 || Iter Time:0.0022771358489990234 || Total time:5.554046154022217 Iteration: 11 || Clusters count: 2 || Log posterior: -7215.006107776501 || Iter Time:0.0022339820861816406 || Total time:5.556280136108398 Iteration: 12 || Clusters count: 2 || Log posterior: -7202.51718241879 || Iter Time:0.0021719932556152344 || Total time:5.558452129364014 Iteration: 13 || Clusters count: 2 || Log posterior: -7221.891122536623 || Iter Time:0.0022399425506591797 || Total time:5.560692071914673 Iteration: 14 || Clusters count: 2 || Log posterior: -7194.392110264698 || Iter Time:0.0024809837341308594 || Total time:5.563173055648804 Iteration: 15 || Clusters count: 2 || Log posterior: -7218.099394314177 || Iter Time:0.0023097991943359375 || Total time:5.56548285484314 Iteration: 16 || Clusters count: 2 || Log posterior: -7192.022956020096 || Iter Time:0.0023839473724365234 || Total time:5.567866802215576 Iteration: 17 || Clusters count: 2 || Log posterior: -7158.7493593684985 || Iter Time:0.0022020339965820312 || Total time:5.570068836212158 Iteration: 18 || Clusters count: 4 || Log posterior: -6648.309125394659 || Iter Time:0.007510185241699219 || Total time:5.577579021453857 Iteration: 19 || Clusters count: 4 || Log posterior: -6496.917229354656 || Iter Time:0.0032660961151123047 || Total time:5.58084511756897 Iteration: 20 || Clusters count: 4 || Log posterior: -6472.167437062083 || Iter Time:0.0032770633697509766 || Total time:5.584122180938721 Iteration: 21 || Clusters count: 4 || Log posterior: -6457.864429276109 || Iter Time:0.0034580230712890625 || Total time:5.58758020401001 Iteration: 22 || Clusters count: 4 || Log posterior: -6397.355577323224 || Iter Time:0.0035369396209716797 || Total time:5.5911171436309814 Iteration: 23 || Clusters count: 4 || Log posterior: -6390.465276469095 || Iter Time:0.0037169456481933594 || Total time:5.594834089279175 Iteration: 24 || Clusters count: 4 || Log posterior: -6390.632822124363 || Iter Time:0.003738880157470703 || Total time:5.5985729694366455 Iteration: 25 || Clusters count: 4 || Log posterior: -6391.889747861758 || Iter Time:0.003186941146850586 || Total time:5.601759910583496 Iteration: 26 || Clusters count: 4 || Log posterior: -6410.721119919015 || Iter Time:0.003092050552368164 || Total time:5.604851961135864 Iteration: 27 || Clusters count: 4 || Log posterior: -6390.549644862336 || Iter Time:0.002917051315307617 || Total time:5.607769012451172 Iteration: 28 || Clusters count: 7 || Log posterior: -6091.308796385702 || Iter Time:0.008757829666137695 || Total time:5.61652684211731 Iteration: 29 || Clusters count: 7 || Log posterior: -6008.067657099154 || Iter Time:0.00459599494934082 || Total time:5.62112283706665 Iteration: 30 || Clusters count: 7 || Log posterior: -5943.999553571539 || Iter Time:1.1879971027374268 || Total time:6.809119939804077 false [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, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 1, 5, 1, 5, 3, 5, 1, 5, 5, 1, 5, 5, 5, 3, 5, 5, 5, 5] [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, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 1, 5, 1, 5, 5, 5, 1, 5, 5, 1, 5, 5, 5, 5, 5, 5, 5, 5] Loading and distributing data: 0.000231 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 7 || Log posterior: -5685.699504266466 || Iter Time:0.030807971954345703 || Total time:6.839927911758423 Iteration: 32 || Clusters count: 7 || Log posterior: -5678.976105920217 || Iter Time:0.007675886154174805 || Total time:6.847603797912598 Loading and distributing data: 0.000130 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 7 || Log posterior: -4797.885906879949 || Iter Time:0.004687070846557617 || Total time:6.852290868759155 Iteration: 34 || Clusters count: 7 || Log posterior: -4762.1924807914875 || Iter Time:0.007606983184814453 || Total time:6.85989785194397 Loading and distributing data: 0.000127 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 7 || Log posterior: -4543.634365082169 || Iter Time:0.004703044891357422 || Total time:6.864600896835327 Iteration: 36 || Clusters count: 7 || Log posterior: -4519.205733616281 || Iter Time:0.007742881774902344 || Total time:6.8723437786102295 Loading and distributing data: 0.000133 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 7 || Log posterior: 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|| Iter Time:0.011636018753051758 || Total time:7.101544380187988 Loading and distributing data: 0.000132 seconds (128 allocations: 13.180 KiB) Iteration: 55 || Clusters count: 10 || Log posterior: -4216.338031983911 || Iter Time:0.007925033569335938 || Total time:7.109469413757324 Iteration: 56 || Clusters count: 10 || Log posterior: -4114.040280433734 || Iter Time:0.012222051620483398 || Total time:7.121691465377808 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 57 || Clusters count: 10 || Log posterior: -4042.2840627579976 || Iter Time:0.007889032363891602 || Total time:7.129580497741699 Iteration: 58 || Clusters count: 10 || Log posterior: -3986.9423887663747 || Iter Time:0.01153707504272461 || Total time:7.141117572784424 Loading and distributing data: 0.000131 seconds (128 allocations: 13.180 KiB) Iteration: 59 || Clusters count: 11 || Log posterior: -4016.4225099513337 || Iter Time:0.008667945861816406 || Total time:7.14978551864624 Iteration: 60 || Clusters count: 11 || Log posterior: -3920.2403417535793 || Iter Time:0.012672901153564453 || Total time:7.162458419799805 Loading and distributing data: 0.000143 seconds (128 allocations: 13.180 KiB) Iteration: 61 || Clusters count: 11 || Log posterior: -3971.8378405797675 || Iter Time:0.009193897247314453 || Total time:7.171652317047119 Iteration: 62 || Clusters count: 11 || Log posterior: -3938.3481272767203 || Iter Time:0.014000892639160156 || Total time:7.185653209686279 Loading and distributing data: 0.000133 seconds (128 allocations: 13.180 KiB) Iteration: 63 || Clusters count: 11 || Log posterior: -3939.6569748077104 || Iter Time:0.01093912124633789 || Total time:7.196592330932617 Iteration: 64 || Clusters count: 11 || Log posterior: -3912.535731075702 || Iter Time:0.015147209167480469 || Total time:7.211739540100098 Loading and distributing data: 0.000139 seconds (128 allocations: 13.180 KiB) Iteration: 65 || Clusters count: 11 || Log posterior: 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Iteration: 243 || Clusters count: 14 || Log posterior: -3733.1695291526457 || Iter Time:0.012334108352661133 || Total time:10.668423891067505 Iteration: 244 || Clusters count: 14 || Log posterior: -3715.5748092068684 || Iter Time:0.017900943756103516 || Total time:10.686324834823608 Loading and distributing data: 0.000139 seconds (128 allocations: 13.180 KiB) Iteration: 245 || Clusters count: 14 || Log posterior: -3724.382228021559 || Iter Time:0.012643814086914062 || Total time:10.698968648910522 Iteration: 246 || Clusters count: 14 || Log posterior: -3705.0886358549938 || Iter Time:0.035954952239990234 || Total time:10.734923601150513 Loading and distributing data: 0.000145 seconds (128 allocations: 13.180 KiB) Iteration: 247 || Clusters count: 14 || Log posterior: -3737.8562460749695 || Iter Time:0.014734983444213867 || Total time:10.749658584594727 Iteration: 248 || Clusters count: 14 || Log posterior: -3728.956298861506 || Iter Time:0.019973039627075195 || Total 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Iteration: 398 || Clusters count: 14 || Log posterior: -3760.278252954063 || Iter Time:0.020807981491088867 || Total time:13.531899213790894 Loading and distributing data: 0.000180 seconds (129 allocations: 13.195 KiB) Iteration: 399 || Clusters count: 14 || Log posterior: -3791.8242131499105 || Iter Time:0.016009807586669922 || Total time:13.547909021377563 Iteration: 400 || Clusters count: 14 || Log posterior: -3766.691114654565 || Iter Time:0.019483089447021484 || Total time:13.567392110824585 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 401 || Clusters count: 14 || Log posterior: -3779.2021534852006 || Iter Time:0.0174560546875 || Total time:13.584848165512085 Iteration: 402 || Clusters count: 14 || Log posterior: -3768.2128066959535 || Iter Time:0.040882110595703125 || Total time:13.625730276107788 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 403 || Clusters count: 14 || Log posterior: 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Iteration: 525 || Clusters count: 14 || Log posterior: -3737.1424956143746 || Iter Time:0.01521611213684082 || Total time:15.93409776687622 Iteration: 526 || Clusters count: 14 || Log posterior: -3729.5181395570644 || Iter Time:0.018678903579711914 || Total time:15.952776670455933 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 527 || Clusters count: 14 || Log posterior: -3739.92298857813 || Iter Time:0.03422904014587402 || Total time:15.987005710601807 Iteration: 528 || Clusters count: 14 || Log posterior: -3722.6575043980406 || Iter Time:0.017933130264282227 || Total time:16.00493884086609 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 529 || Clusters count: 14 || Log posterior: -3733.078588112138 || Iter Time:0.015377998352050781 || Total time:16.02031683921814 Iteration: 530 || Clusters count: 14 || Log posterior: -3718.5275665995223 || Iter Time:0.01828908920288086 || Total time:16.03860592842102 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Iteration: 647 || Clusters count: 14 || Log posterior: -3821.6957284443843 || Iter Time:0.01798701286315918 || Total time:18.274323225021362 Iteration: 648 || Clusters count: 14 || Log posterior: -3803.4739186548495 || Iter Time:0.021517038345336914 || Total time:18.2958402633667 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 649 || Clusters count: 14 || Log posterior: -3859.6591804923005 || Iter Time:0.017139911651611328 || Total time:18.31298017501831 Iteration: 650 || Clusters count: 14 || Log posterior: -3823.550892458071 || Iter Time:0.020756959915161133 || Total time:18.33373713493347 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 651 || Clusters count: 15 || Log posterior: -3795.410148314327 || Iter Time:0.017935991287231445 || Total time:18.351673126220703 Iteration: 652 || Clusters count: 14 || Log posterior: -3772.448393543343 || Iter Time:0.0224149227142334 || Total time:18.374088048934937 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Iteration: 1315 || Clusters count: 14 || Log posterior: -3839.526199190347 || Iter Time:0.015858173370361328 || Total time:30.785555362701416 Iteration: 1316 || Clusters count: 14 || Log posterior: -3792.289094748316 || Iter Time:0.021748065948486328 || Total time:30.807303428649902 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1317 || Clusters count: 14 || Log posterior: -3801.4651911585674 || Iter Time:0.016862869262695312 || Total time:30.824166297912598 Iteration: 1318 || Clusters count: 14 || Log posterior: -3769.927993558326 || Iter Time:0.02370619773864746 || Total time:30.847872495651245 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1319 || Clusters count: 14 || Log posterior: -3797.9064726990064 || Iter Time:0.037626028060913086 || Total time:30.885498523712158 Iteration: 1320 || Clusters count: 14 || Log posterior: -3791.1768245428143 || Iter Time:0.018767833709716797 || Total 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Iteration: 1425 || Clusters count: 14 || Log posterior: -3825.371874672861 || Iter Time:0.014639854431152344 || Total time:32.897573947906494 Iteration: 1426 || Clusters count: 14 || Log posterior: -3814.0238865601186 || Iter Time:0.018619060516357422 || Total time:32.91619300842285 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1427 || Clusters count: 14 || Log posterior: -3758.3760549385797 || Iter Time:0.015004158020019531 || Total time:32.93119716644287 Iteration: 1428 || Clusters count: 14 || Log posterior: -3755.9397813476926 || Iter Time:0.01949906349182129 || Total time:32.95069622993469 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1429 || Clusters count: 14 || Log posterior: -3807.476211701725 || Iter Time:0.014271020889282227 || Total time:32.964967250823975 Iteration: 1430 || Clusters count: 14 || Log posterior: -3786.532828498824 || Iter Time:0.021733999252319336 || Total 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Iteration: 1447 || Clusters count: 14 || Log posterior: -3816.9095666388075 || Iter Time:0.012681007385253906 || Total time:33.30832815170288 Iteration: 1448 || Clusters count: 14 || Log posterior: -3781.5613823806702 || Iter Time:0.017818927764892578 || Total time:33.32614707946777 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1449 || Clusters count: 14 || Log posterior: -3766.8233027489396 || Iter Time:0.013134002685546875 || Total time:33.33928108215332 Iteration: 1450 || Clusters count: 14 || Log posterior: -3751.8511940675216 || Iter Time:0.017926931381225586 || Total time:33.357208013534546 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1451 || Clusters count: 14 || Log posterior: -3760.2346561256 || Iter Time:0.014368057250976562 || Total time:33.37157607078552 Iteration: 1452 || Clusters count: 14 || Log posterior: -3752.4757285555975 || Iter Time:0.01795792579650879 || Total 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Iteration: 1513 || Clusters count: 14 || Log posterior: -3770.5838319702943 || Iter Time:0.019346952438354492 || Total time:34.48514437675476 Iteration: 1514 || Clusters count: 14 || Log posterior: -3759.2268633368594 || Iter Time:0.023005008697509766 || Total time:34.50814938545227 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1515 || Clusters count: 14 || Log posterior: -3744.410631103301 || Iter Time:0.016915082931518555 || Total time:34.52506446838379 Iteration: 1516 || Clusters count: 14 || Log posterior: -3739.735264155831 || Iter Time:0.021828889846801758 || Total time:34.54689335823059 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1517 || Clusters count: 14 || Log posterior: -3785.265665862837 || Iter Time:0.018307924270629883 || Total time:34.56520128250122 Iteration: 1518 || Clusters count: 14 || Log posterior: -3774.620258550585 || Iter Time:0.0248260498046875 || Total 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Iteration: 1535 || Clusters count: 14 || Log posterior: -3799.6825731995873 || Iter Time:0.0163729190826416 || Total time:34.903916120529175 Iteration: 1536 || Clusters count: 14 || Log posterior: -3763.394537596763 || Iter Time:0.02062392234802246 || Total time:34.9245400428772 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1537 || Clusters count: 14 || Log posterior: -3830.7733811731973 || Iter Time:0.015577077865600586 || Total time:34.9401171207428 Iteration: 1538 || Clusters count: 14 || Log posterior: -3805.9978208990774 || Iter Time:0.021146059036254883 || Total time:34.96126317977905 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1539 || Clusters count: 14 || Log posterior: -3828.600370179944 || Iter Time:0.03674578666687012 || Total time:34.99800896644592 Iteration: 1540 || Clusters count: 14 || Log posterior: -3806.4356871543955 || Iter Time:0.01994180679321289 || Total time:35.017950773239136 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-3768.504876706707 || Iter Time:0.019670963287353516 || Total time:35.12209963798523 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1547 || Clusters count: 14 || Log posterior: -3834.938640953198 || Iter Time:0.015085935592651367 || Total time:35.13718557357788 Iteration: 1548 || Clusters count: 14 || Log posterior: -3829.651825633746 || Iter Time:0.02053213119506836 || Total time:35.15771770477295 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1549 || Clusters count: 14 || Log posterior: -3788.8767196156177 || Iter Time:0.016353845596313477 || Total time:35.17407155036926 Iteration: 1550 || Clusters count: 14 || Log posterior: -3784.2297591278007 || Iter Time:0.02040719985961914 || Total time:35.19447875022888 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1551 || Clusters count: 14 || Log posterior: -3799.5335081358453 || Iter Time:0.015012025833129883 || 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Iteration: 1789 || Clusters count: 14 || Log posterior: -3750.7263514952215 || Iter Time:0.017002105712890625 || Total time:39.62132692337036 Iteration: 1790 || Clusters count: 14 || Log posterior: -3743.4278675932233 || Iter Time:0.020785093307495117 || Total time:39.642112016677856 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1791 || Clusters count: 14 || Log posterior: -3776.355368728609 || Iter Time:0.01654195785522461 || Total time:39.65865397453308 Iteration: 1792 || Clusters count: 14 || Log posterior: -3766.4986883275733 || Iter Time:0.02125692367553711 || Total time:39.67991089820862 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1793 || Clusters count: 14 || Log posterior: -3774.794257881119 || Iter Time:0.017297983169555664 || Total time:39.697208881378174 Iteration: 1794 || Clusters count: 14 || Log posterior: -3761.927221408889 || Iter Time:0.021378040313720703 || Total 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Iteration: 1811 || Clusters count: 14 || Log posterior: -3822.2039380011543 || Iter Time:0.015431880950927734 || Total time:40.04990744590759 Iteration: 1812 || Clusters count: 14 || Log posterior: -3811.8328372176024 || Iter Time:0.019318103790283203 || Total time:40.069225549697876 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1813 || Clusters count: 14 || Log posterior: -3803.1010597405243 || Iter Time:0.015789031982421875 || Total time:40.0850145816803 Iteration: 1814 || Clusters count: 14 || Log posterior: -3787.531933353278 || Iter Time:0.02043294906616211 || Total time:40.10544753074646 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1815 || Clusters count: 14 || Log posterior: -3816.518254876475 || Iter Time:0.016824960708618164 || Total time:40.12227249145508 Iteration: 1816 || Clusters count: 14 || Log posterior: -3768.124769618027 || Iter Time:0.020574092864990234 || Total 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Time:0.015127182006835938 || Total time:40.33151865005493 Iteration: 1828 || Clusters count: 14 || Log posterior: -3745.0858731096887 || Iter Time:0.02043294906616211 || Total time:40.351951599121094 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1829 || Clusters count: 14 || Log posterior: -3777.7727185506706 || Iter Time:0.013869047164916992 || Total time:40.36582064628601 Iteration: 1830 || Clusters count: 14 || Log posterior: -3768.816286140835 || Iter Time:0.04176902770996094 || Total time:40.40758967399597 Loading and distributing data: 0.000134 seconds (129 allocations: 13.227 KiB) Iteration: 1831 || Clusters count: 15 || Log posterior: -3826.822585745353 || Iter Time:0.015421152114868164 || Total time:40.42301082611084 Iteration: 1832 || Clusters count: 14 || Log posterior: -3801.73929396022 || Iter Time:0.019927024841308594 || Total time:40.44293785095215 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1833 || Clusters count: 14 || Log posterior: -3795.6204955112175 || Iter Time:0.014219045639038086 || Total time:40.45715689659119 Iteration: 1834 || Clusters count: 14 || Log posterior: -3784.166760770393 || Iter Time:0.018520832061767578 || Total time:40.475677728652954 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1835 || Clusters count: 14 || Log posterior: -3816.4017757585307 || Iter Time:0.01514577865600586 || Total time:40.49082350730896 Iteration: 1836 || Clusters count: 14 || Log posterior: -3808.9471245470195 || Iter Time:0.019796133041381836 || Total time:40.51061964035034 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1837 || Clusters count: 14 || Log posterior: -3762.2783134439815 || Iter Time:0.014925956726074219 || Total time:40.525545597076416 Iteration: 1838 || Clusters count: 14 || Log posterior: -3750.1580784413245 || Iter Time:0.020402908325195312 || Total 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14 || Log posterior: -3821.7296773977932 || Iter Time:0.020659923553466797 || Total time:40.64909315109253 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 14 || Log posterior: -3809.085863533056 || Iter Time:0.015159130096435547 || Total time:40.664252281188965 Iteration: 1846 || Clusters count: 14 || Log posterior: -3795.1749626999126 || Iter Time:0.020206928253173828 || Total time:40.68445920944214 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 14 || Log posterior: -3778.4098217600863 || Iter Time:0.017220020294189453 || Total time:40.70167922973633 Iteration: 1848 || Clusters count: 14 || Log posterior: -3766.191917658762 || Iter Time:0.021749019622802734 || Total time:40.72342824935913 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 14 || Log posterior: -3810.65491109932 || Iter 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KiB) Iteration: 1855 || Clusters count: 14 || Log posterior: -3796.864807019299 || Iter Time:0.015240907669067383 || Total time:40.85193634033203 Iteration: 1856 || Clusters count: 14 || Log posterior: -3791.6159847597633 || Iter Time:0.01886296272277832 || Total time:40.87079930305481 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 14 || Log posterior: -3841.3863571537117 || Iter Time:0.013899087905883789 || Total time:40.88469839096069 Iteration: 1858 || Clusters count: 14 || Log posterior: -3826.016532898991 || Iter Time:0.019344091415405273 || Total time:40.9040424823761 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 14 || Log posterior: -3803.935018506332 || Iter Time:0.015629053115844727 || Total time:40.91967153549194 Iteration: 1860 || Clusters count: 14 || Log posterior: -3795.80526762477 || Iter Time:0.018429040908813477 || Total 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|| Log posterior: -3832.441910422315 || Iter Time:0.020097970962524414 || Total time:41.06715154647827 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 14 || Log posterior: -3804.8198538033507 || Iter Time:0.016155004501342773 || Total time:41.083306550979614 Iteration: 1868 || Clusters count: 14 || Log posterior: -3783.6900535686113 || Iter Time:0.019855976104736328 || Total time:41.10316252708435 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 14 || Log posterior: -3756.6181795205507 || Iter Time:0.015228033065795898 || Total time:41.11839056015015 Iteration: 1870 || Clusters count: 14 || Log posterior: -3755.1175746159192 || Iter Time:0.01941514015197754 || Total time:41.137805700302124 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 14 || Log posterior: -3819.9956589274097 || Iter 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Iteration: 1877 || Clusters count: 14 || Log posterior: -3806.989320063283 || Iter Time:0.015358924865722656 || Total time:41.25962257385254 Iteration: 1878 || Clusters count: 14 || Log posterior: -3803.828780386777 || Iter Time:0.020184040069580078 || Total time:41.27980661392212 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 14 || Log posterior: -3827.873683101316 || Iter Time:0.016139984130859375 || Total time:41.29594659805298 Iteration: 1880 || Clusters count: 14 || Log posterior: -3805.495424375675 || Iter Time:0.02077317237854004 || Total time:41.31671977043152 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 14 || Log posterior: -3745.7500280958907 || Iter Time:0.017129898071289062 || Total time:41.33384966850281 Iteration: 1882 || Clusters count: 14 || Log posterior: -3736.375247628663 || Iter Time:0.021910905838012695 || Total time:41.35576057434082 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 14 || Log posterior: -3748.678555189763 || Iter Time:0.022001028060913086 || Total time:41.37776160240173 Iteration: 1884 || Clusters count: 14 || Log posterior: -3734.9727041789824 || Iter Time:0.02255105972290039 || Total time:41.400312662124634 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 14 || Log posterior: -3802.0896591855517 || Iter Time:0.017863988876342773 || Total time:41.41817665100098 Iteration: 1886 || Clusters count: 14 || Log posterior: -3784.483226172592 || Iter Time:0.023250102996826172 || Total time:41.4414267539978 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 14 || Log posterior: -3789.80189469702 || Iter Time:0.02503204345703125 || Total time:41.466458797454834 Iteration: 1888 || Clusters count: 14 || Log posterior: -3784.4949080679658 || Iter Time:0.03230905532836914 || Total time:41.4987678527832 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 14 || Log posterior: -3782.3457550342678 || Iter Time:0.016605138778686523 || Total time:41.51537299156189 Iteration: 1890 || Clusters count: 14 || Log posterior: -3760.656281424 || Iter Time:0.01980304718017578 || Total time:41.535176038742065 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 14 || Log posterior: -3781.5407261662544 || Iter Time:0.015508890151977539 || Total time:41.55068492889404 Iteration: 1892 || Clusters count: 14 || Log posterior: -3766.261425960209 || Iter Time:0.01959395408630371 || Total time:41.57027888298035 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 14 || Log posterior: -3815.5793885386393 || Iter Time:0.01564192771911621 || Total time:41.58592081069946 Iteration: 1894 || Clusters count: 14 || Log posterior: -3791.58574406676 || Iter Time:0.022124052047729492 || Total time:41.60804486274719 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 14 || Log posterior: -3751.1666021254364 || Iter Time:0.017223119735717773 || Total time:41.62526798248291 Iteration: 1896 || Clusters count: 14 || Log posterior: -3740.018941874515 || Iter Time:0.01994609832763672 || Total time:41.64521408081055 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 15 || Log posterior: -3824.363514782837 || Iter Time:0.015604019165039062 || Total time:41.660818099975586 Iteration: 1898 || Clusters count: 14 || Log posterior: -3811.599477994889 || Iter Time:0.01914215087890625 || Total time:41.67996025085449 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 14 || Log posterior: -3824.5004179251105 || Iter Time:0.03989005088806152 || Total time:41.719850301742554 Iteration: 1900 || Clusters count: 14 || Log posterior: -3800.4869850768155 || Iter Time:0.020658016204833984 || Total time:41.74050831794739 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 14 || Log posterior: -3768.713798574983 || Iter Time:0.014578104019165039 || Total time:41.75508642196655 Iteration: 1902 || Clusters count: 14 || Log posterior: -3749.8308240972437 || Iter Time:0.017950057983398438 || Total time:41.77303647994995 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 14 || Log posterior: -3745.5589260445477 || Iter Time:0.013876914978027344 || Total time:41.78691339492798 Iteration: 1904 || Clusters count: 14 || Log posterior: -3726.577901753 || Iter Time:0.018699169158935547 || Total time:41.805612564086914 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 14 || Log posterior: -3750.830924926219 || Iter Time:0.01468205451965332 || Total time:41.82029461860657 Iteration: 1906 || Clusters count: 14 || Log posterior: -3737.336703018069 || Iter Time:0.01804494857788086 || Total time:41.83833956718445 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 14 || Log posterior: -3797.5023441808535 || Iter Time:0.016002893447875977 || Total time:41.854342460632324 Iteration: 1908 || Clusters count: 14 || Log posterior: -3777.9549552568824 || Iter Time:0.018546104431152344 || Total time:41.87288856506348 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 14 || Log posterior: -3813.431567810206 || Iter Time:0.014207839965820312 || Total time:41.8870964050293 Iteration: 1910 || Clusters count: 14 || Log posterior: -3779.944965941235 || Iter Time:0.019600868225097656 || Total time:41.906697273254395 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 14 || Log posterior: -3832.5885225240254 || Iter Time:0.01630091667175293 || Total time:41.92299818992615 Iteration: 1912 || Clusters count: 14 || Log posterior: -3816.1108543508003 || Iter Time:0.01967310905456543 || Total time:41.94267129898071 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 14 || Log posterior: -3785.623092478254 || Iter Time:0.015281915664672852 || Total time:41.957953214645386 Iteration: 1914 || Clusters count: 14 || Log posterior: -3785.16160922786 || Iter Time:0.02096700668334961 || Total time:41.978920221328735 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 14 || Log posterior: -3782.5326134222487 || Iter Time:0.015545845031738281 || Total time:41.994466066360474 Iteration: 1916 || Clusters count: 14 || Log posterior: -3746.32620982459 || Iter Time:0.01954197883605957 || Total time:42.01400804519653 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 14 || Log posterior: -3797.737056054308 || Iter Time:0.01571512222290039 || Total time:42.029723167419434 Iteration: 1918 || Clusters count: 14 || Log posterior: -3765.4724601279618 || Iter Time:0.018406152725219727 || Total time:42.04812932014465 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 14 || Log posterior: -3860.285488765092 || Iter Time:0.01699519157409668 || Total time:42.06512451171875 Iteration: 1920 || Clusters count: 14 || Log posterior: -3848.595246335003 || Iter Time:0.020167827606201172 || Total time:42.08529233932495 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 14 || Log posterior: -3831.195070519402 || Iter Time:0.018856048583984375 || Total time:42.104148387908936 Iteration: 1922 || Clusters count: 14 || Log posterior: -3825.693511990594 || Iter Time:0.02056097984313965 || Total time:42.124709367752075 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 14 || Log posterior: -3792.619690530697 || Iter Time:0.014904975891113281 || Total time:42.13961434364319 Iteration: 1924 || Clusters count: 14 || Log posterior: -3792.0357222496295 || Iter Time:0.02113795280456543 || Total time:42.160752296447754 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 14 || Log posterior: -3798.5151871509397 || Iter Time:0.015047073364257812 || Total time:42.17579936981201 Iteration: 1926 || Clusters count: 14 || Log posterior: -3784.651316688495 || Iter Time:0.019325971603393555 || Total time:42.195125341415405 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 14 || Log posterior: -3838.928280933179 || Iter Time:0.015105962753295898 || Total time:42.2102313041687 Iteration: 1928 || Clusters count: 14 || Log posterior: -3820.0972417835555 || Iter Time:0.019086837768554688 || Total time:42.229318141937256 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 14 || Log posterior: -3805.6583766939625 || Iter Time:0.015043973922729492 || Total time:42.244362115859985 Iteration: 1930 || Clusters count: 14 || Log posterior: -3782.9254383804214 || Iter Time:0.019147872924804688 || Total time:42.26350998878479 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 14 || Log posterior: -3754.6744174680366 || Iter Time:0.015079975128173828 || Total time:42.278589963912964 Iteration: 1932 || Clusters count: 14 || Log posterior: -3739.4331317882575 || Iter Time:0.019402027130126953 || Total time:42.29799199104309 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 14 || Log posterior: -3752.711357072786 || Iter Time:0.013337135314941406 || Total time:42.31132912635803 Iteration: 1934 || Clusters count: 14 || Log posterior: -3730.6270474838298 || Iter Time:0.042222023010253906 || Total time:42.353551149368286 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 14 || Log posterior: -3760.125353380102 || Iter Time:0.015159130096435547 || Total time:42.36871027946472 Iteration: 1936 || Clusters count: 14 || Log posterior: -3737.6606851383085 || Iter Time:0.02195596694946289 || Total time:42.390666246414185 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 14 || Log posterior: -3812.4331935443206 || Iter Time:0.014611005783081055 || Total time:42.405277252197266 Iteration: 1938 || Clusters count: 14 || Log posterior: -3773.997665498635 || Iter Time:0.021713972091674805 || Total time:42.42699122428894 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 14 || Log posterior: -3807.3466596267235 || Iter Time:0.017412900924682617 || Total time:42.44440412521362 Iteration: 1940 || Clusters count: 14 || Log posterior: -3790.22191272798 || Iter Time:0.020138025283813477 || Total time:42.46454215049744 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 14 || Log posterior: -3830.111372051485 || Iter Time:0.017866134643554688 || Total time:42.48240828514099 Iteration: 1942 || Clusters count: 14 || Log posterior: -3811.2694315502777 || Iter Time:0.021237850189208984 || Total time:42.5036461353302 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 15 || Log posterior: -3847.4303264313507 || Iter Time:0.01630091667175293 || Total time:42.51994705200195 Iteration: 1944 || Clusters count: 14 || Log posterior: -3831.1725078023437 || Iter Time:0.02161884307861328 || Total time:42.541565895080566 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 14 || Log posterior: -3847.603766127744 || Iter Time:0.015785932540893555 || Total time:42.55735182762146 Iteration: 1946 || Clusters count: 14 || Log posterior: -3836.589277245343 || Iter Time:0.019738197326660156 || Total time:42.57709002494812 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 14 || Log posterior: -3845.2073543474053 || Iter Time:0.013921976089477539 || Total time:42.5910120010376 Iteration: 1948 || Clusters count: 14 || Log posterior: -3822.2794271348657 || Iter Time:0.019076824188232422 || Total time:42.61008882522583 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 14 || Log posterior: -3820.1919643292813 || Iter Time:0.013715982437133789 || Total time:42.623804807662964 Iteration: 1950 || Clusters count: 14 || Log posterior: -3799.563133929534 || Iter Time:0.01890707015991211 || Total time:42.642711877822876 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 14 || Log posterior: -3776.4120368693875 || Iter Time:0.014857053756713867 || Total time:42.65756893157959 Iteration: 1952 || Clusters count: 14 || Log posterior: -3765.0434177959014 || Iter Time:0.0191190242767334 || Total time:42.67668795585632 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 15 || Log posterior: -3829.6771975698416 || Iter Time:0.014621973037719727 || Total time:42.69130992889404 Iteration: 1954 || Clusters count: 14 || Log posterior: -3795.856251371806 || Iter Time:0.019639015197753906 || Total time:42.7109489440918 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 14 || Log posterior: -3891.967077343873 || Iter Time:0.013242006301879883 || Total time:42.72419095039368 Iteration: 1956 || Clusters count: 14 || Log posterior: -3868.3375925126375 || Iter Time:0.01828789710998535 || Total time:42.74247884750366 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 14 || Log posterior: -3828.5128733921806 || Iter Time:0.013545989990234375 || Total time:42.7560248374939 Iteration: 1958 || Clusters count: 14 || Log posterior: -3818.8707429863784 || Iter Time:0.02092885971069336 || Total time:42.77695369720459 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 14 || Log posterior: -3799.0605451205765 || Iter Time:0.014617919921875 || Total time:42.791571617126465 Iteration: 1960 || Clusters count: 14 || Log posterior: -3769.9037365451472 || Iter Time:0.02007889747619629 || Total time:42.81165051460266 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 14 || Log posterior: -3786.0621514104787 || Iter Time:0.016744136810302734 || Total time:42.828394651412964 Iteration: 1962 || Clusters count: 14 || Log posterior: -3771.232871966944 || Iter Time:0.019137859344482422 || Total time:42.847532510757446 Loading and distributing data: 0.000161 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 14 || Log posterior: -3808.228092569979 || Iter Time:0.016377925872802734 || Total time:42.86391043663025 Iteration: 1964 || Clusters count: 14 || Log posterior: -3788.9716716771736 || Iter Time:0.02209782600402832 || Total time:42.88600826263428 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 14 || Log posterior: -3819.2598677245724 || Iter Time:0.015702009201049805 || Total time:42.90171027183533 Iteration: 1966 || Clusters count: 14 || Log posterior: -3804.9987065042615 || Iter Time:0.0194699764251709 || Total time:42.9211802482605 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 14 || Log posterior: -3808.1692266657847 || Iter Time:0.015544891357421875 || Total time:42.93672513961792 Iteration: 1968 || Clusters count: 14 || Log posterior: -3785.0539724401697 || Iter Time:0.02113795280456543 || Total time:42.957863092422485 Loading and distributing data: 0.000172 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 14 || Log posterior: -3790.7943800011717 || Iter Time:0.01661396026611328 || Total time:42.9744770526886 Iteration: 1970 || Clusters count: 14 || Log posterior: -3779.0718620003745 || Iter Time:0.04575610160827637 || Total time:43.020233154296875 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 14 || Log posterior: -3763.139141739904 || Iter Time:0.016364097595214844 || Total time:43.03659725189209 Iteration: 1972 || Clusters count: 14 || Log posterior: -3750.4961285802456 || Iter Time:0.02451801300048828 || Total time:43.06111526489258 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 14 || Log posterior: -3786.333998284306 || Iter Time:0.019155025482177734 || Total time:43.080270290374756 Iteration: 1974 || Clusters count: 14 || Log posterior: -3780.0073199247495 || Iter Time:0.024891138076782227 || Total time:43.10516142845154 Loading and distributing data: 0.000158 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 15 || Log posterior: -3780.525131331406 || Iter Time:0.017115116119384766 || Total time:43.12227654457092 Iteration: 1976 || Clusters count: 14 || Log posterior: -3764.9059311857027 || Iter Time:0.02133798599243164 || Total time:43.143614530563354 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 14 || Log posterior: -3765.5223669875168 || Iter Time:0.015353202819824219 || Total time:43.15896773338318 Iteration: 1978 || Clusters count: 14 || Log posterior: -3747.505445999864 || Iter Time:0.022257089614868164 || Total time:43.18122482299805 Loading and distributing data: 0.000178 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 14 || Log posterior: -3785.2841932903707 || Iter Time:0.017984867095947266 || Total time:43.199209690093994 Iteration: 1980 || Clusters count: 14 || Log posterior: -3766.933538157866 || Iter Time:0.022705078125 || Total time:43.221914768218994 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 14 || Log posterior: -3823.135097626079 || Iter Time:0.017178058624267578 || Total time:43.23909282684326 Iteration: 1982 || Clusters count: 14 || Log posterior: -3791.6993927406315 || Iter Time:0.02228403091430664 || Total time:43.26137685775757 Loading and distributing data: 0.000179 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 14 || Log posterior: -3804.6089428632367 || Iter Time:0.016202926635742188 || Total time:43.27757978439331 Iteration: 1984 || Clusters count: 14 || Log posterior: -3776.698589587425 || Iter Time:0.018018007278442383 || Total time:43.29559779167175 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 14 || Log posterior: -3806.2814196613426 || Iter Time:0.015048027038574219 || Total time:43.31064581871033 Iteration: 1986 || Clusters count: 14 || Log posterior: -3787.8382576463055 || Iter Time:0.018899917602539062 || Total time:43.329545736312866 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 14 || Log posterior: -3795.088230925129 || Iter Time:0.016292095184326172 || Total time:43.34583783149719 Iteration: 1988 || Clusters count: 14 || Log posterior: -3778.9026096770153 || Iter Time:0.021824121475219727 || Total time:43.36766195297241 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 14 || Log posterior: -3804.2061050115503 || Iter Time:0.018488168716430664 || Total time:43.38615012168884 Iteration: 1990 || Clusters count: 14 || Log posterior: -3764.0220772210487 || Iter Time:0.02419114112854004 || Total time:43.41034126281738 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 14 || Log posterior: -3788.9076617277433 || Iter Time:0.015403985977172852 || Total time:43.425745248794556 Iteration: 1992 || Clusters count: 14 || Log posterior: -3774.396511180109 || Iter Time:0.020565032958984375 || Total time:43.44631028175354 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 14 || Log posterior: -3779.858176064246 || Iter Time:0.01597309112548828 || Total time:43.46228337287903 Iteration: 1994 || Clusters count: 14 || Log posterior: -3763.814414435944 || Iter Time:0.02094101905822754 || Total time:43.483224391937256 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 14 || Log posterior: -3721.932558406702 || Iter Time:0.01685309410095215 || Total time:43.50007748603821 Iteration: 1996 || Clusters count: 14 || Log posterior: -3698.7582748894247 || Iter Time:0.020442962646484375 || Total time:43.52052044868469 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 14 || Log posterior: -3788.5374930089165 || Iter Time:0.015867948532104492 || Total time:43.5363883972168 Iteration: 1998 || Clusters count: 14 || Log posterior: -3755.6208108219816 || Iter Time:0.01905989646911621 || Total time:43.55544829368591 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 14 || Log posterior: -3795.598163001629 || Iter Time:0.014142036437988281 || Total time:43.5695903301239 Iteration: 2000 || Clusters count: 14 || Log posterior: -3788.6144088433516 || Iter Time:0.01985788345336914 || Total time:43.58944821357727 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 14 || Log posterior: -3841.9190042356795 || Iter Time:0.014755964279174805 || Total time:43.604204177856445 Iteration: 2002 || Clusters count: 14 || Log posterior: -3825.342265042219 || Iter Time:0.01948404312133789 || Total time:43.62368822097778 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 14 || Log posterior: -3805.9030474347887 || Iter Time:0.015414953231811523 || Total time:43.639103174209595 Iteration: 2004 || Clusters count: 14 || Log posterior: -3795.935349897905 || Iter Time:0.020238876342773438 || Total time:43.65934205055237 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 14 || Log posterior: -3801.137954596966 || Iter Time:0.04014396667480469 || Total time:43.69948601722717 Iteration: 2006 || Clusters count: 14 || Log posterior: -3770.7765661619264 || Iter Time:0.02067112922668457 || Total time:43.72015714645386 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 14 || Log posterior: -3793.6485656108794 || Iter Time:0.016347885131835938 || Total time:43.73650503158569 Iteration: 2008 || Clusters count: 14 || Log posterior: -3781.4732078780576 || Iter Time:0.021007061004638672 || Total time:43.75751209259033 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 14 || Log posterior: -3779.518748223922 || Iter Time:0.01698780059814453 || Total time:43.77449989318848 Iteration: 2010 || Clusters count: 14 || Log posterior: -3770.288524649564 || Iter Time:0.021812915802001953 || Total time:43.79631280899048 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 14 || Log posterior: -3833.0368359420772 || Iter Time:0.016590118408203125 || Total time:43.81290292739868 Iteration: 2012 || Clusters count: 14 || Log posterior: -3818.8249564108087 || Iter Time:0.02138996124267578 || Total time:43.83429288864136 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 14 || Log posterior: -3796.8424556423993 || Iter Time:0.016726016998291016 || Total time:43.85101890563965 Iteration: 2014 || Clusters count: 14 || Log posterior: -3781.3186289476803 || Iter Time:0.02090001106262207 || Total time:43.87191891670227 Loading and distributing data: 0.000162 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 14 || Log posterior: -3806.7621355230713 || Iter Time:0.016549110412597656 || Total time:43.88846802711487 Iteration: 2016 || Clusters count: 14 || Log posterior: -3794.5242142877246 || Iter Time:0.02181100845336914 || Total time:43.91027903556824 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 14 || Log posterior: -3773.076473820185 || Iter Time:0.01735711097717285 || Total time:43.92763614654541 Iteration: 2018 || Clusters count: 14 || Log posterior: -3769.243765293113 || Iter Time:0.020055055618286133 || Total time:43.947691202163696 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 14 || Log posterior: -3773.0777062214747 || Iter Time:0.015339136123657227 || Total time:43.96303033828735 Iteration: 2020 || Clusters count: 14 || Log posterior: -3745.3712956481954 || Iter Time:0.01955389976501465 || Total time:43.98258423805237 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 14 || Log posterior: -3820.584034680352 || Iter Time:0.015662193298339844 || Total time:43.99824643135071 Iteration: 2022 || Clusters count: 14 || Log posterior: -3788.84331523382 || Iter Time:0.020395994186401367 || Total time:44.01864242553711 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 14 || Log posterior: -3767.026759870618 || Iter Time:0.016018152236938477 || Total time:44.03466057777405 Iteration: 2024 || Clusters count: 14 || Log posterior: -3743.965767866254 || Iter Time:0.0207059383392334 || Total time:44.05536651611328 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 14 || Log posterior: -3738.1023499254434 || Iter Time:0.016511201858520508 || Total time:44.0718777179718 Iteration: 2026 || Clusters count: 14 || Log posterior: -3721.406055026626 || Iter Time:0.019819974899291992 || Total time:44.091697692871094 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 14 || Log posterior: -3786.561412674574 || Iter Time:0.01676011085510254 || Total time:44.108457803726196 Iteration: 2028 || Clusters count: 14 || Log posterior: -3776.381322395131 || Iter Time:0.019580841064453125 || Total time:44.12803864479065 Avg NMI: 0.9242284825935109 Full NMI: 0.9182917187197656 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m30.7s Testing DPMMSubClustersStreaming tests passed Testing completed after 208.66s PkgEval succeeded after 392.96s