Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.1035 (d28a587c89*) started at 2025-08-24T17:39:15.195 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.53s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [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 v1.9.14 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.15.0+1 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.8.12 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.2+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.66.0+0 [3f19e933] + p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.76s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 139.25s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_19NiVP/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_19NiVP/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [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 v1.9.14 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.15.0+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.8.12 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.2+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.66.0+0 [3f19e933] p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.523314 seconds (1.11 M allocations: 67.317 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233342.63173629093 || Iter Time:16.96397113800049 || Total time:16.96397113800049 Iteration: 1 || Clusters count: 1 || Log posterior: -233342.63173629093 || Iter Time:0.005614042282104492 || Total time:16.969585180282593 Iteration: 2 || Clusters count: 1 || Log posterior: -233342.63173629093 || Iter Time:0.00527191162109375 || Total time:16.974857091903687 Iteration: 3 || Clusters count: 1 || Log posterior: -233342.63173629093 || Iter Time:0.005193948745727539 || Total time:16.980051040649414 Iteration: 4 || Clusters count: 1 || Log posterior: -233342.63173629093 || Iter Time:0.005190849304199219 || Total time:16.985241889953613 Iteration: 5 || Clusters count: 1 || Log posterior: -233342.63173629093 || Iter Time:0.01618218421936035 || Total time:17.001424074172974 Iteration: 6 || Clusters count: 1 || Log posterior: -233342.63173629093 || Iter Time:0.005502939224243164 || Total time:17.006927013397217 Iteration: 7 || Clusters count: 1 || Log posterior: -233342.63173629093 || Iter Time:0.005540132522583008 || Total time:17.0124671459198 Iteration: 8 || Clusters count: 1 || Log posterior: -233342.63173629093 || Iter Time:0.005281925201416016 || Total time:17.017749071121216 Iteration: 9 || Clusters count: 1 || Log posterior: -233342.63173629093 || Iter Time:0.005646944046020508 || Total time:17.023396015167236 Iteration: 10 || Clusters count: 1 || Log posterior: -233342.63173629093 || Iter Time:0.00555419921875 || Total time:17.028950214385986 Iteration: 11 || Clusters count: 1 || Log posterior: -233342.63173629093 || Iter Time:0.005532026290893555 || Total time:17.03448224067688 Iteration: 12 || Clusters count: 1 || Log posterior: -233342.63173629093 || Iter Time:0.005583047866821289 || Total time:17.0400652885437 Iteration: 13 || Clusters count: 2 || Log posterior: -233077.9997286319 || Iter Time:4.084945917129517 || Total time:21.125011205673218 Iteration: 14 || Clusters count: 2 || Log posterior: -233095.48816369328 || Iter Time:0.006582975387573242 || Total time:21.13159418106079 Iteration: 15 || Clusters count: 2 || Log posterior: -233110.64416291774 || Iter Time:0.005813121795654297 || Total time:21.137407302856445 Iteration: 16 || Clusters count: 2 || Log posterior: -233119.19678765646 || Iter Time:0.0056610107421875 || Total time:21.143068313598633 Iteration: 17 || Clusters count: 2 || Log posterior: -233086.51941903168 || Iter Time:0.00580286979675293 || Total time:21.148871183395386 Iteration: 18 || Clusters count: 2 || Log posterior: -233073.5231589112 || Iter Time:0.005856037139892578 || Total time:21.15472722053528 Iteration: 19 || Clusters count: 2 || Log posterior: -233060.4131850115 || Iter Time:0.006000041961669922 || Total time:21.16072726249695 Iteration: 20 || Clusters count: 2 || Log posterior: -232971.10192124426 || Iter Time:3.379939079284668 || Total time:24.540666341781616 Loading and distributing data: 0.001001 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233185.4385105973 || Iter Time:0.030681133270263672 || Total time:24.57134747505188 Iteration: 22 || Clusters count: 2 || Log posterior: -233161.15063115442 || Iter Time:0.005609035491943359 || Total time:24.576956510543823 Iteration: 23 || Clusters count: 2 || Log posterior: -233186.59019608682 || Iter Time:0.00522613525390625 || Total time:24.58218264579773 Iteration: 24 || Clusters count: 2 || Log posterior: -233166.9401188419 || Iter Time:0.004127979278564453 || Total time:24.586310625076294 Iteration: 25 || Clusters count: 2 || Log posterior: -233146.83245445514 || Iter Time:0.0051898956298828125 || Total time:24.591500520706177 Iteration: 26 || Clusters count: 2 || Log posterior: -233135.23988964132 || Iter Time:0.00521087646484375 || Total time:24.59671139717102 Iteration: 27 || Clusters count: 2 || Log posterior: -233147.4295283699 || Iter Time:0.005594968795776367 || Total time:24.602306365966797 Iteration: 28 || Clusters count: 3 || Log posterior: -232892.36941650216 || Iter Time:0.008227109909057617 || Total time:24.610533475875854 Iteration: 29 || Clusters count: 4 || Log posterior: -232462.3884638988 || Iter Time:0.008896827697753906 || Total time:24.61943030357361 Iteration: 30 || Clusters count: 4 || Log posterior: -232323.9182699735 || Iter Time:0.007792949676513672 || Total time:24.627223253250122 Iteration: 31 || Clusters count: 4 || Log posterior: -232290.23233574902 || Iter Time:0.057090044021606445 || Total time:24.68431329727173 Iteration: 32 || Clusters count: 4 || Log posterior: -232303.66070387783 || Iter Time:0.0063440799713134766 || Total time:24.690657377243042 Iteration: 33 || Clusters count: 4 || Log posterior: -232309.90640976047 || Iter Time:0.0065898895263671875 || Total time:24.69724726676941 Iteration: 34 || Clusters count: 4 || Log posterior: -232285.9494721735 || Iter Time:0.0069811344146728516 || Total time:24.704228401184082 Iteration: 35 || Clusters count: 4 || Log posterior: -232257.8907498787 || Iter Time:0.006304025650024414 || Total time:24.710532426834106 Iteration: 36 || Clusters count: 4 || Log posterior: -232240.80888785623 || Iter Time:0.006599903106689453 || Total time:24.717132329940796 Iteration: 37 || Clusters count: 4 || Log posterior: -232242.46169044555 || Iter Time:0.006393909454345703 || Total time:24.72352623939514 Iteration: 38 || Clusters count: 4 || Log posterior: -232281.89247447174 || Iter Time:0.006376028060913086 || Total time:24.729902267456055 Iteration: 39 || Clusters count: 4 || Log posterior: -232238.77412925393 || Iter Time:0.0064198970794677734 || Total time:24.736322164535522 Iteration: 40 || Clusters count: 4 || Log posterior: -232243.92061824625 || Iter Time:0.006398916244506836 || Total time:24.74272108078003 Iteration: 41 || Clusters count: 4 || Log posterior: -232138.66621962955 || Iter Time:0.006263017654418945 || Total time:24.74898409843445 Loading and distributing data: 0.000784 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262478.34438783646 || Iter Time:0.00651097297668457 || Total time:24.755495071411133 Iteration: 43 || Clusters count: 4 || Log posterior: -262447.3664132592 || Iter Time:0.006250143051147461 || Total time:24.76174521446228 Iteration: 44 || Clusters count: 5 || Log posterior: -262076.63765777685 || Iter Time:0.007666110992431641 || Total time:24.769411325454712 Iteration: 45 || Clusters count: 5 || Log posterior: -261972.52070835602 || Iter Time:0.00687098503112793 || Total time:24.77628231048584 Iteration: 46 || Clusters count: 5 || Log posterior: -261978.65368181118 || Iter Time:0.006938934326171875 || Total time:24.78322124481201 Iteration: 47 || Clusters count: 5 || Log posterior: -261997.41739594063 || Iter Time:0.0069158077239990234 || Total time:24.79013705253601 Iteration: 48 || Clusters count: 5 || Log posterior: -261966.72677575154 || Iter Time:0.006989002227783203 || Total time:24.797126054763794 Iteration: 49 || Clusters count: 5 || Log posterior: -261939.0422476962 || Iter Time:0.007064104080200195 || Total time:24.804190158843994 Iteration: 50 || Clusters count: 5 || Log posterior: -261983.04208696054 || Iter Time:0.00704193115234375 || Total time:24.811232089996338 Iteration: 51 || Clusters count: 5 || Log posterior: -261966.36777110005 || Iter Time:0.007353067398071289 || Total time:24.81858515739441 Iteration: 52 || Clusters count: 6 || Log posterior: -261551.6963522802 || Iter Time:0.009908914566040039 || Total time:24.82849407196045 Iteration: 53 || Clusters count: 6 || Log posterior: -261459.76668542606 || Iter Time:0.008372068405151367 || Total time:24.8368661403656 Iteration: 54 || Clusters count: 6 || Log posterior: -261425.7297779594 || Iter Time:0.008363008499145508 || Total time:24.845229148864746 Iteration: 55 || Clusters count: 6 || Log posterior: -261435.23873217983 || Iter Time:0.042038917541503906 || Total time:24.88726806640625 Iteration: 56 || Clusters count: 6 || Log posterior: -261454.14414692158 || Iter Time:0.007021188735961914 || Total time:24.894289255142212 Iteration: 57 || Clusters count: 7 || Log posterior: -260818.98383232584 || Iter Time:0.008339881896972656 || Total time:24.902629137039185 Iteration: 58 || Clusters count: 7 || Log posterior: -260760.26515285764 || Iter Time:0.007390022277832031 || Total time:24.910019159317017 Iteration: 59 || Clusters count: 7 || Log posterior: -260730.61566299922 || Iter Time:0.8367719650268555 || Total time:25.746791124343872 Iteration: 60 || Clusters count: 7 || Log posterior: -260728.41706443392 || Iter Time:0.007771968841552734 || Total time:25.754563093185425 Iteration: 61 || Clusters count: 7 || Log posterior: -260730.8105720462 || Iter Time:0.007621049880981445 || Total time:25.762184143066406 Iteration: 62 || Clusters count: 7 || Log posterior: -260657.95197975024 || Iter Time:0.007291078567504883 || Total time:25.76947522163391 Loading and distributing data: 0.000714 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 9 || Log posterior: -260074.6448374694 || Iter Time:0.00980520248413086 || Total time:25.779280424118042 Iteration: 64 || Clusters count: 9 || Log posterior: -259887.20861121808 || Iter Time:0.008340835571289062 || Total time:25.78762125968933 Iteration: 65 || Clusters count: 9 || Log posterior: -259863.921684401 || Iter Time:0.008683919906616211 || Total time:25.796305179595947 Iteration: 66 || Clusters count: 9 || Log posterior: -259836.91090920247 || Iter Time:0.008690834045410156 || Total time:25.804996013641357 Iteration: 67 || Clusters count: 10 || Log posterior: -259559.17526000476 || Iter Time:0.010023117065429688 || Total time:25.815019130706787 Iteration: 68 || Clusters count: 10 || Log posterior: -259460.10056749365 || Iter Time:0.009097099304199219 || Total time:25.824116230010986 Iteration: 69 || Clusters count: 10 || Log posterior: -259443.83258827412 || Iter Time:0.008914947509765625 || Total time:25.833031177520752 Iteration: 70 || Clusters count: 10 || Log posterior: -259410.0703129757 || Iter Time:0.009278059005737305 || Total time:25.84230923652649 Iteration: 71 || Clusters count: 10 || Log posterior: -259383.26987415913 || Iter Time:0.02924180030822754 || Total time:25.871551036834717 Iteration: 72 || Clusters count: 11 || Log posterior: -259076.14973862865 || Iter Time:0.01003408432006836 || Total time:25.881585121154785 Iteration: 73 || Clusters count: 11 || Log posterior: -258994.24724667685 || Iter Time:0.021284103393554688 || Total time:25.90286922454834 Iteration: 74 || Clusters count: 11 || Log posterior: -259008.16086007163 || Iter Time:0.009689807891845703 || Total time:25.912559032440186 Iteration: 75 || Clusters count: 11 || Log posterior: -258976.75276529306 || Iter Time:0.009671926498413086 || Total time:25.9222309589386 Iteration: 76 || Clusters count: 11 || Log posterior: -258971.55219457528 || Iter Time:0.009552001953125 || Total time:25.931782960891724 Iteration: 77 || Clusters count: 11 || Log posterior: -258973.23197299257 || Iter Time:0.009575128555297852 || Total time:25.94135808944702 Iteration: 78 || Clusters count: 11 || Log posterior: -258989.49819408092 || Iter Time:0.010370969772338867 || Total time:25.95172905921936 Iteration: 79 || Clusters count: 11 || Log posterior: -258986.29224721077 || Iter Time:0.010190010070800781 || Total time:25.96191906929016 Iteration: 80 || Clusters count: 11 || Log posterior: -258985.39977797304 || Iter Time:0.010447025299072266 || Total time:25.972366094589233 Iteration: 81 || Clusters count: 11 || Log posterior: -258982.4055386863 || Iter Time:0.01079106330871582 || Total time:25.98315715789795 Iteration: 82 || Clusters count: 11 || Log posterior: -258994.51875136263 || Iter Time:0.011653900146484375 || Total time:25.994811058044434 Iteration: 83 || Clusters count: 11 || Log posterior: -258954.17359936095 || Iter Time:0.011030912399291992 || Total time:26.005841970443726 Loading and distributing data: 0.000767 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 12 || Log posterior: -258572.38285083105 || Iter Time:0.026466846466064453 || Total time:26.03230881690979 Iteration: 85 || Clusters count: 13 || Log posterior: -258404.87069472548 || Iter Time:0.013657093048095703 || Total time:26.045965909957886 Iteration: 86 || Clusters count: 13 || Log posterior: -258370.65227451862 || Iter Time:0.012079000473022461 || Total time:26.058044910430908 Iteration: 87 || Clusters count: 13 || Log posterior: -258363.85072424542 || Iter Time:0.012424945831298828 || Total time:26.070469856262207 Iteration: 88 || Clusters count: 14 || Log posterior: -257966.7878090923 || Iter Time:0.013343095779418945 || Total time:26.083812952041626 Iteration: 89 || Clusters count: 14 || Log posterior: -257899.86228941433 || 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Time:0.018030881881713867 || Total time:26.300339460372925 Iteration: 104 || Clusters count: 14 || Log posterior: -257865.48655329845 || Iter Time:0.016083955764770508 || Total time:26.316423416137695 Loading and distributing data: 0.000806 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 16 || Log posterior: -257649.35100758247 || Iter Time:0.02262401580810547 || Total time:26.3390474319458 Iteration: 106 || Clusters count: 16 || Log posterior: -257465.3658167007 || Iter Time:0.01729297637939453 || Total time:26.356340408325195 Iteration: 107 || Clusters count: 16 || Log posterior: -257423.56413468876 || Iter Time:0.01716303825378418 || Total time:26.37350344657898 Iteration: 108 || Clusters count: 16 || Log posterior: -257414.0243561474 || Iter Time:0.016129016876220703 || Total time:26.3896324634552 Iteration: 109 || Clusters count: 16 || Log posterior: -257418.88619380866 || Iter Time:0.016278982162475586 || Total time:26.405911445617676 Iteration: 110 || 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count: 16 || Log posterior: -257279.58553701252 || Iter Time:0.01506495475769043 || Total time:26.54229736328125 Iteration: 118 || Clusters count: 16 || Log posterior: -257270.54026254368 || Iter Time:0.015048980712890625 || Total time:26.55734634399414 Iteration: 119 || Clusters count: 16 || Log posterior: -257286.83843221652 || Iter Time:0.019437074661254883 || Total time:26.576783418655396 Iteration: 120 || Clusters count: 16 || Log posterior: -257277.1800044959 || Iter Time:0.01830291748046875 || Total time:26.595086336135864 Iteration: 121 || Clusters count: 16 || Log posterior: -257289.278622883 || Iter Time:0.017940044403076172 || Total time:26.61302638053894 Iteration: 122 || Clusters count: 16 || Log posterior: -257269.88903096184 || Iter Time:0.01751995086669922 || Total time:26.63054633140564 Iteration: 123 || Clusters count: 16 || Log posterior: -257266.83688931778 || Iter Time:0.017667055130004883 || Total time:26.648213386535645 Iteration: 124 || Clusters count: 16 || Log posterior: -257285.86533146264 || Iter Time:0.0220339298248291 || Total time:26.670247316360474 Iteration: 125 || Clusters count: 16 || Log posterior: -257251.99211862823 || Iter Time:0.01627802848815918 || Total time:26.686525344848633 Loading and distributing data: 0.000721 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 19 || Log posterior: -256457.5265172545 || Iter Time:0.018849849700927734 || Total time:26.70537519454956 Iteration: 127 || Clusters count: 19 || Log posterior: -256225.62867889032 || Iter Time:0.01657891273498535 || Total time:26.721954107284546 Iteration: 128 || Clusters count: 19 || Log posterior: -256090.0899642467 || Iter Time:0.020699024200439453 || Total time:26.742653131484985 Iteration: 129 || Clusters count: 19 || Log posterior: -256092.28465883608 || Iter Time:0.016132831573486328 || Total time:26.75878596305847 Iteration: 130 || Clusters count: 19 || Log posterior: -256083.50071368407 || Iter Time:0.016022920608520508 || Total 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posterior: -256078.89487460695 || Iter Time:0.024708032608032227 || Total time:27.256381511688232 Iteration: 152 || Clusters count: 20 || Log posterior: -256074.08972542657 || Iter Time:0.03176689147949219 || Total time:27.288148403167725 Iteration: 153 || Clusters count: 20 || Log posterior: -256070.9581744344 || Iter Time:0.02431488037109375 || Total time:27.31246328353882 Iteration: 154 || Clusters count: 20 || Log posterior: -256097.37770590448 || Iter Time:0.025725841522216797 || Total time:27.338189125061035 Iteration: 155 || Clusters count: 20 || Log posterior: -256086.69071851677 || Iter Time:0.02553701400756836 || Total time:27.363726139068604 Iteration: 156 || Clusters count: 20 || Log posterior: -256076.20098307598 || Iter Time:0.027261972427368164 || Total time:27.39098811149597 Iteration: 157 || Clusters count: 20 || Log posterior: -256077.4165229602 || Iter Time:0.021775007247924805 || Total time:27.412763118743896 Iteration: 158 || Clusters count: 20 || Log posterior: 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-256093.30154640198 || Iter Time:0.025135040283203125 || Total time:27.610591173171997 Iteration: 166 || Clusters count: 20 || Log posterior: -256080.90633283483 || Iter Time:0.025735855102539062 || Total time:27.636327028274536 Iteration: 167 || Clusters count: 20 || Log posterior: -256070.88603098926 || Iter Time:0.02944207191467285 || Total time:27.66576910018921 Loading and distributing data: 0.000812 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255932.49227989127 || Iter Time:0.025310993194580078 || Total time:27.69108009338379 Iteration: 169 || Clusters count: 20 || Log posterior: -255905.23486480946 || Iter Time:0.02376079559326172 || Total time:27.71484088897705 Iteration: 170 || Clusters count: 20 || Log posterior: -255896.76352219284 || Iter Time:0.030621051788330078 || Total time:27.74546194076538 Iteration: 171 || Clusters count: 20 || Log posterior: -255905.52847774487 || Iter Time:0.0240938663482666 || Total 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time:28.1401469707489 Iteration: 186 || Clusters count: 20 || Log posterior: -255902.1553384294 || Iter Time:0.02568197250366211 || Total time:28.165828943252563 Iteration: 187 || Clusters count: 20 || Log posterior: -255896.1119503513 || Iter Time:0.03154397010803223 || Total time:28.197372913360596 Iteration: 188 || Clusters count: 20 || Log posterior: -255896.1119503513 || Iter Time:0.024755001068115234 || Total time:28.22212791442871 Loading and distributing data: 0.000759 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255855.07451663775 || Iter Time:0.025222063064575195 || Total time:28.247349977493286 Iteration: 190 || Clusters count: 20 || Log posterior: -255807.41639233264 || Iter Time:0.024978160858154297 || Total time:28.27232813835144 Iteration: 191 || Clusters count: 20 || Log posterior: -255800.36324315655 || Iter Time:0.029775142669677734 || Total time:28.302103281021118 Iteration: 192 || Clusters count: 20 || Log posterior: -255786.94889095094 || Iter Time:0.023692846298217773 || Total time:28.325796127319336 Iteration: 193 || Clusters count: 20 || Log posterior: -255789.51131444747 || Iter Time:0.025938987731933594 || Total time:28.35173511505127 Iteration: 194 || Clusters count: 20 || Log posterior: -255785.67659458795 || Iter Time:0.031223058700561523 || Total time:28.38295817375183 Iteration: 195 || Clusters count: 20 || Log posterior: -255797.92140801897 || Iter Time:0.025555133819580078 || Total time:28.40851330757141 Iteration: 196 || Clusters count: 20 || Log posterior: -255796.6809002201 || Iter Time:0.02603602409362793 || Total time:28.43454933166504 Iteration: 197 || Clusters count: 20 || Log posterior: -255786.99313270065 || Iter Time:0.026890039443969727 || Total time:28.46143937110901 Iteration: 198 || Clusters count: 20 || Log posterior: -255783.44306620228 || Iter Time:0.030366897583007812 || Total time:28.491806268692017 Iteration: 199 || Clusters count: 20 || Log posterior: -255783.32598936572 || Iter Time:0.02398514747619629 || Total time:28.515791416168213 Iteration: 200 || Clusters count: 20 || Log posterior: -255790.88854387018 || Iter Time:0.028554201126098633 || Total time:28.54434561729431 Iteration: 201 || Clusters count: 20 || Log posterior: -255785.6764528948 || Iter Time:0.0330049991607666 || Total time:28.577350616455078 Iteration: 202 || Clusters count: 20 || Log posterior: -255789.82022069368 || Iter Time:0.024042844772338867 || Total time:28.601393461227417 Iteration: 203 || Clusters count: 20 || Log posterior: -255800.66194665182 || Iter Time:0.023865222930908203 || Total time:28.625258684158325 Iteration: 204 || Clusters count: 20 || Log posterior: -255792.81865369924 || Iter Time:0.02373194694519043 || Total time:28.648990631103516 Iteration: 205 || Clusters count: 20 || Log posterior: -255789.81666343534 || Iter Time:0.029469013214111328 || Total time:28.678459644317627 Iteration: 206 || Clusters count: 20 || Log posterior: -255786.60033246945 || Iter Time:0.024750947952270508 || Total time:28.703210592269897 Iteration: 207 || Clusters count: 20 || Log posterior: -255793.81340559293 || Iter Time:0.02583599090576172 || Total time:28.72904658317566 Iteration: 208 || Clusters count: 20 || Log posterior: -255788.88740071646 || Iter Time:0.030611038208007812 || Total time:28.759657621383667 Iteration: 209 || Clusters count: 20 || Log posterior: -255785.9207952389 || Iter Time:0.02677011489868164 || Total time:28.78642773628235 NMI: 0.7676723729447208 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m28.0s [15855, 2126, 150440, 59111, 59206, 18759, 116160, 127575, 79954, 73941, 6921, 48215, 16128, 13966, 9806, 45031, 9567, 100979, 13459, 32801] Loading and distributing data: 0.000278 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6780.007034062657 || Iter Time:4.694483995437622 || Total time:4.694483995437622 Iteration: 1 || Clusters count: 1 || Log posterior: -6780.007034062657 || Iter Time:0.0025420188903808594 || Total time:4.697026014328003 Iteration: 2 || Clusters count: 1 || Log posterior: -6780.007034062657 || Iter Time:0.0016989707946777344 || Total time:4.698724985122681 Iteration: 3 || Clusters count: 1 || Log posterior: -6780.007034062657 || Iter Time:0.0015878677368164062 || Total time:4.700312852859497 Iteration: 4 || Clusters count: 1 || Log posterior: -6780.007034062657 || Iter Time:0.0015711784362792969 || Total time:4.701884031295776 Iteration: 5 || Clusters count: 1 || Log posterior: -6780.007034062657 || Iter Time:0.0015101432800292969 || Total time:4.703394174575806 Iteration: 6 || Clusters count: 1 || Log posterior: -6780.007034062657 || Iter Time:0.0014519691467285156 || Total time:4.704846143722534 Iteration: 7 || Clusters count: 1 || Log posterior: -6780.007034062657 || Iter Time:0.0014219284057617188 || Total time:4.706268072128296 Iteration: 8 || Clusters count: 1 || Log posterior: -6780.007034062657 || Iter Time:0.001461029052734375 || Total time:4.70772910118103 Iteration: 9 || Clusters count: 1 || Log posterior: -6780.007034062657 || Iter Time:0.11189103126525879 || Total time:4.819620132446289 Iteration: 10 || Clusters count: 1 || Log posterior: -6780.007034062657 || Iter Time:0.002029895782470703 || Total time:4.82165002822876 Iteration: 11 || Clusters count: 2 || Log posterior: -6754.4666673383745 || Iter Time:0.030303001403808594 || Total time:4.851953029632568 Iteration: 12 || Clusters count: 2 || Log posterior: -6738.510706266544 || Iter Time:0.0021479129791259766 || Total time:4.854100942611694 Iteration: 13 || Clusters count: 2 || Log posterior: -6731.481293389877 || Iter Time:0.00197601318359375 || Total time:4.856076955795288 Iteration: 14 || Clusters count: 2 || Log posterior: -6715.446288930745 || Iter Time:0.0019321441650390625 || Total time:4.858009099960327 Iteration: 15 || Clusters count: 2 || Log posterior: -6710.149769141837 || Iter Time:0.001837015151977539 || Total time:4.859846115112305 Iteration: 16 || Clusters count: 2 || Log posterior: -6704.21707183448 || Iter Time:0.001850128173828125 || Total time:4.861696243286133 Iteration: 17 || Clusters count: 2 || Log posterior: -6707.00525366397 || Iter Time:0.0019578933715820312 || Total time:4.863654136657715 Iteration: 18 || Clusters count: 2 || Log posterior: -6695.012168060125 || Iter Time:0.0018780231475830078 || Total time:4.865532159805298 Iteration: 19 || Clusters count: 2 || Log posterior: -6672.614447421706 || Iter Time:0.0017969608306884766 || Total time:4.867329120635986 Iteration: 20 || Clusters count: 2 || Log posterior: -6682.265581881828 || Iter Time:0.0016629695892333984 || Total time:4.86899209022522 Iteration: 21 || Clusters count: 3 || Log posterior: -6605.157388534445 || Iter Time:0.0036211013793945312 || Total time:4.872613191604614 Iteration: 22 || Clusters count: 3 || Log posterior: -6612.180843951229 || Iter Time:0.002053976058959961 || Total time:4.874667167663574 Iteration: 23 || Clusters count: 4 || Log posterior: -6463.234488311777 || Iter Time:0.0033240318298339844 || Total time:4.877991199493408 Iteration: 24 || Clusters count: 4 || Log posterior: -6402.2365632330375 || Iter Time:0.0018301010131835938 || Total time:4.879821300506592 Iteration: 25 || Clusters count: 4 || Log posterior: -6382.843045048563 || Iter Time:0.001708984375 || Total time:4.881530284881592 Iteration: 26 || Clusters count: 4 || Log posterior: -6340.7111638767 || Iter Time:0.0017299652099609375 || Total time:4.883260250091553 Iteration: 27 || Clusters count: 4 || Log posterior: -6341.985738886393 || Iter Time:0.0018918514251708984 || Total time:4.885152101516724 Iteration: 28 || Clusters count: 4 || Log posterior: -6324.76649416054 || Iter Time:0.0017440319061279297 || Total time:4.886896133422852 Iteration: 29 || Clusters count: 4 || Log posterior: -6302.528282225781 || Iter Time:0.001661062240600586 || Total time:4.888557195663452 Iteration: 30 || Clusters count: 4 || Log posterior: -6104.251328553372 || Iter Time:0.8795461654663086 || Total time:5.768103361129761 false [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, 3, 3, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3] [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, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3] Loading and distributing data: 0.000162 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 4 || Log posterior: -6030.879649508668 || Iter Time:0.02204298973083496 || Total time:5.790146350860596 Iteration: 32 || Clusters count: 4 || Log posterior: -5952.422620020807 || Iter Time:0.004611968994140625 || Total time:5.794758319854736 Loading and distributing data: 0.000150 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 4 || Log posterior: -5277.328222752296 || Iter Time:0.0027620792388916016 || Total time:5.797520399093628 Iteration: 34 || Clusters count: 4 || Log posterior: -5187.965830629178 || Iter Time:0.004345893859863281 || Total time:5.801866292953491 Loading and distributing data: 0.000110 seconds (128 allocations: 13.211 KiB) Iteration: 35 || Clusters count: 4 || Log posterior: -5026.18052268699 || Iter Time:0.002588033676147461 || Total time:5.804454326629639 Iteration: 36 || Clusters count: 4 || Log posterior: -4949.653988943794 || Iter Time:0.0045511722564697266 || Total time:5.809005498886108 Loading and distributing data: 0.000121 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 4 || Log posterior: -4971.024767339982 || Iter Time:0.002443075180053711 || Total time:5.811448574066162 Iteration: 38 || Clusters count: 4 || Log posterior: -4894.7533322786085 || Iter Time:0.0041370391845703125 || Total time:5.815585613250732 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 4 || Log posterior: -5005.653414135899 || Iter Time:0.002490997314453125 || Total time:5.8180766105651855 Iteration: 40 || Clusters count: 4 || Log posterior: -4928.641006878261 || Iter Time:0.004026174545288086 || Total time:5.822102785110474 Loading and distributing data: 0.000106 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 4 || Log posterior: -5046.64870423869 || Iter Time:0.0023679733276367188 || Total time:5.82447075843811 Iteration: 42 || Clusters count: 4 || Log posterior: -4944.357428062777 || Iter Time:0.08701682090759277 || Total time:5.911487579345703 Loading and distributing data: 0.000132 seconds (128 allocations: 13.180 KiB) Iteration: 43 || 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Iteration: 121 || Clusters count: 13 || Log posterior: -3510.8167418175317 || Iter Time:0.007965803146362305 || Total time:6.970755577087402 Iteration: 122 || Clusters count: 13 || Log posterior: -3489.361306526801 || Iter Time:0.012171030044555664 || Total time:6.982926607131958 Loading and distributing data: 0.000117 seconds (128 allocations: 13.180 KiB) Iteration: 123 || Clusters count: 13 || Log posterior: -3595.1018162745663 || Iter Time:0.009147882461547852 || Total time:6.992074489593506 Iteration: 124 || Clusters count: 13 || Log posterior: -3543.947279362212 || Iter Time:0.01241302490234375 || Total time:7.00448751449585 Loading and distributing data: 0.000120 seconds (128 allocations: 13.180 KiB) Iteration: 125 || Clusters count: 13 || Log posterior: -3521.788765433649 || Iter Time:0.008399009704589844 || Total time:7.0128865242004395 Iteration: 126 || Clusters count: 13 || Log posterior: -3489.953553864923 || Iter Time:0.011986017227172852 || Total time:7.024872541427612 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-3484.7247826547214 || Iter Time:0.010481834411621094 || Total time:7.12082314491272 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 133 || Clusters count: 13 || Log posterior: -3525.034529283329 || Iter Time:0.007278919219970703 || Total time:7.12810206413269 Iteration: 134 || Clusters count: 13 || Log posterior: -3496.4438438730813 || Iter Time:0.009994983673095703 || Total time:7.138097047805786 Loading and distributing data: 0.000111 seconds (128 allocations: 13.180 KiB) Iteration: 135 || Clusters count: 13 || Log posterior: -3485.897502778697 || Iter Time:0.0076808929443359375 || Total time:7.145777940750122 Iteration: 136 || Clusters count: 13 || Log posterior: -3483.394347608398 || Iter Time:0.010269880294799805 || Total time:7.156047821044922 Loading and distributing data: 0.000116 seconds (128 allocations: 13.180 KiB) Iteration: 137 || Clusters count: 13 || Log posterior: -3470.588818124196 || Iter Time:0.007924079895019531 || Total 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Log posterior: -3511.0456076314877 || Iter Time:0.012809038162231445 || Total time:7.245233058929443 Iteration: 144 || Clusters count: 13 || Log posterior: -3461.1785841744554 || Iter Time:0.01583695411682129 || Total time:7.261070013046265 Loading and distributing data: 0.000130 seconds (128 allocations: 13.180 KiB) Iteration: 145 || Clusters count: 13 || Log posterior: -3522.8172625074153 || Iter Time:0.010720968246459961 || Total time:7.271790981292725 Iteration: 146 || Clusters count: 13 || Log posterior: -3478.1090942630753 || Iter Time:0.014329910278320312 || Total time:7.286120891571045 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 147 || Clusters count: 13 || Log posterior: -3491.4218549581783 || Iter Time:0.011220932006835938 || Total time:7.297341823577881 Iteration: 148 || Clusters count: 13 || Log posterior: -3464.8769586721396 || Iter Time:0.01630115509033203 || Total time:7.313642978668213 Loading and distributing data: 0.000117 seconds (128 allocations: 13.180 KiB) Iteration: 149 || Clusters count: 13 || Log posterior: -3461.6910327525093 || Iter Time:0.011686086654663086 || Total time:7.325329065322876 Iteration: 150 || Clusters count: 13 || Log posterior: -3449.9035233586474 || Iter Time:0.012165069580078125 || Total time:7.337494134902954 Loading and distributing data: 0.000125 seconds (128 allocations: 13.180 KiB) Iteration: 151 || Clusters count: 13 || Log posterior: -3482.0482809947052 || Iter Time:0.010737895965576172 || Total time:7.34823203086853 Iteration: 152 || Clusters count: 13 || Log posterior: -3449.9171763973054 || Iter Time:0.011593818664550781 || Total time:7.359825849533081 Loading and distributing data: 0.000128 seconds (128 allocations: 13.180 KiB) Iteration: 153 || Clusters count: 13 || Log posterior: -3456.8575555336683 || Iter Time:0.008949041366577148 || Total time:7.368774890899658 Iteration: 154 || Clusters count: 13 || Log posterior: -3456.154094951337 || Iter 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Iteration: 160 || Clusters count: 13 || Log posterior: -3421.158734581171 || Iter Time:0.010796785354614258 || Total time:7.439201831817627 Loading and distributing data: 0.000113 seconds (128 allocations: 13.180 KiB) Iteration: 161 || Clusters count: 13 || Log posterior: -3437.1687365107846 || Iter Time:0.008075952529907227 || Total time:7.447277784347534 Iteration: 162 || Clusters count: 13 || Log posterior: -3418.691329792627 || Iter Time:0.013067960739135742 || Total time:7.46034574508667 Loading and distributing data: 0.000113 seconds (128 allocations: 13.180 KiB) Iteration: 163 || Clusters count: 13 || Log posterior: -3486.174339367783 || Iter Time:0.010231971740722656 || Total time:7.470577716827393 Iteration: 164 || Clusters count: 13 || Log posterior: -3467.699664861591 || Iter Time:0.012315034866333008 || Total time:7.482892751693726 Loading and distributing data: 0.000117 seconds (128 allocations: 13.180 KiB) Iteration: 165 || Clusters count: 13 || Log posterior: 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13 || Log posterior: -3516.5758593762475 || Iter Time:0.012711048126220703 || Total time:7.678927421569824 Loading and distributing data: 0.000138 seconds (128 allocations: 13.180 KiB) Iteration: 183 || Clusters count: 13 || Log posterior: -3524.0413891939534 || Iter Time:0.008903026580810547 || Total time:7.687830448150635 Iteration: 184 || Clusters count: 13 || Log posterior: -3511.8436327479635 || Iter Time:0.013618946075439453 || Total time:7.701449394226074 Loading and distributing data: 0.000111 seconds (128 allocations: 13.180 KiB) Iteration: 185 || Clusters count: 13 || Log posterior: -3464.0470578341624 || Iter Time:0.008306026458740234 || Total time:7.7097554206848145 Iteration: 186 || Clusters count: 13 || Log posterior: -3454.4638827390463 || Iter Time:0.011183977127075195 || Total time:7.72093939781189 Loading and distributing data: 0.000096 seconds (128 allocations: 13.180 KiB) Iteration: 187 || Clusters count: 13 || Log posterior: -3426.983884105349 || Iter 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Iteration: 193 || Clusters count: 13 || Log posterior: -3475.3380937784573 || Iter Time:0.013071060180664062 || Total time:7.80614161491394 Iteration: 194 || Clusters count: 13 || Log posterior: -3460.946558624274 || Iter Time:0.01502680778503418 || Total time:7.821168422698975 Loading and distributing data: 0.000099 seconds (128 allocations: 13.180 KiB) Iteration: 195 || Clusters count: 13 || Log posterior: -3543.4043166476736 || Iter Time:0.00929403305053711 || Total time:7.830462455749512 Iteration: 196 || Clusters count: 13 || Log posterior: -3508.849780576595 || Iter Time:0.013116121292114258 || Total time:7.843578577041626 Loading and distributing data: 0.000102 seconds (128 allocations: 13.180 KiB) Iteration: 197 || Clusters count: 13 || Log posterior: -3541.741769254028 || Iter Time:0.010693073272705078 || Total time:7.854271650314331 Iteration: 198 || Clusters count: 13 || Log posterior: -3514.3017994668544 || Iter Time:0.011305093765258789 || Total time:7.86557674407959 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-3482.867505630163 || Iter Time:0.016542911529541016 || Total time:7.9309165477752686 Loading and distributing data: 0.000124 seconds (128 allocations: 13.180 KiB) Iteration: 205 || Clusters count: 13 || Log posterior: -3536.3446092001896 || Iter Time:0.012336015701293945 || Total time:7.9432525634765625 Iteration: 206 || Clusters count: 13 || Log posterior: -3494.281081486427 || Iter Time:0.017841100692749023 || Total time:7.9610936641693115 Loading and distributing data: 0.000153 seconds (128 allocations: 13.180 KiB) Iteration: 207 || Clusters count: 13 || Log posterior: -3510.329265453963 || Iter Time:0.015698909759521484 || Total time:7.976792573928833 Iteration: 208 || Clusters count: 13 || Log posterior: -3474.859411616835 || Iter Time:0.017567873001098633 || Total time:7.994360446929932 Loading and distributing data: 0.000126 seconds (128 allocations: 13.180 KiB) Iteration: 209 || Clusters count: 13 || Log posterior: -3460.944798821945 || Iter Time:0.012098073959350586 || Total 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Iteration: 232 || Clusters count: 13 || Log posterior: -3481.223804471963 || Iter Time:0.017540931701660156 || Total time:8.34458613395691 Loading and distributing data: 0.000135 seconds (128 allocations: 13.180 KiB) Iteration: 233 || Clusters count: 13 || Log posterior: -3494.3941336649596 || Iter Time:0.012368917465209961 || Total time:8.35695505142212 Iteration: 234 || Clusters count: 13 || Log posterior: -3465.536153959243 || Iter Time:0.01767706871032715 || Total time:8.374632120132446 Loading and distributing data: 0.000149 seconds (128 allocations: 13.180 KiB) Iteration: 235 || Clusters count: 13 || Log posterior: -3531.23968007514 || Iter Time:0.012772083282470703 || Total time:8.387404203414917 Iteration: 236 || Clusters count: 13 || Log posterior: -3512.224581989699 || Iter Time:0.016772031784057617 || Total time:8.404176235198975 Loading and distributing data: 0.000135 seconds (128 allocations: 13.180 KiB) Iteration: 237 || Clusters count: 13 || Log posterior: -3557.914654978928 || Iter Time:0.013138055801391602 || Total time:8.417314291000366 Iteration: 238 || Clusters count: 13 || Log posterior: -3519.3640444627636 || Iter Time:0.01749110221862793 || Total time:8.434805393218994 Loading and distributing data: 0.000131 seconds (128 allocations: 13.180 KiB) Iteration: 239 || Clusters count: 13 || Log posterior: -3512.935010942031 || Iter Time:0.013766050338745117 || Total time:8.44857144355774 Iteration: 240 || Clusters count: 13 || Log posterior: -3495.4841627249625 || Iter Time:0.01672220230102539 || Total time:8.465293645858765 Loading and distributing data: 0.000128 seconds (128 allocations: 13.180 KiB) Iteration: 241 || Clusters count: 13 || Log posterior: -3496.936705695174 || Iter Time:0.011658906936645508 || Total time:8.47695255279541 Iteration: 242 || Clusters count: 13 || Log posterior: -3473.2623782026035 || Iter Time:0.015980005264282227 || Total time:8.492932558059692 Loading and distributing data: 0.000133 seconds (128 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Iteration: 769 || Clusters count: 13 || Log posterior: -3522.316755008548 || Iter Time:0.013357877731323242 || Total time:16.621488332748413 Iteration: 770 || Clusters count: 13 || Log posterior: -3499.2138036242623 || Iter Time:0.01766180992126465 || Total time:16.639150142669678 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 771 || Clusters count: 13 || Log posterior: -3515.6489808536753 || Iter Time:0.014036178588867188 || Total time:16.653186321258545 Iteration: 772 || Clusters count: 13 || Log posterior: -3473.5984300437863 || Iter Time:0.01836085319519043 || Total time:16.671547174453735 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 773 || Clusters count: 13 || Log posterior: -3520.2352373829945 || Iter Time:0.014647960662841797 || Total time:16.686195135116577 Iteration: 774 || Clusters count: 13 || Log posterior: -3498.3767299937135 || Iter Time:0.018136024475097656 || Total 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Iteration: 863 || Clusters count: 13 || Log posterior: -3533.03303831209 || Iter Time:0.016078948974609375 || Total time:18.136905670166016 Iteration: 864 || Clusters count: 13 || Log posterior: -3498.3764839070222 || Iter Time:0.03957700729370117 || Total time:18.176482677459717 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 865 || Clusters count: 13 || Log posterior: -3482.8804484171915 || Iter Time:0.01398611068725586 || Total time:18.190468788146973 Iteration: 866 || Clusters count: 13 || Log posterior: -3477.1346189573915 || Iter Time:0.015280961990356445 || Total time:18.20574975013733 Loading and distributing data: 0.000100 seconds (129 allocations: 13.195 KiB) Iteration: 867 || Clusters count: 13 || Log posterior: -3453.7519025938977 || Iter Time:0.008848905563354492 || Total time:18.214598655700684 Iteration: 868 || Clusters count: 13 || Log posterior: -3438.7794907862885 || Iter Time:0.017015933990478516 || Total 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-3509.4149532355773 || Iter Time:0.016397953033447266 || Total time:23.699509143829346 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1211 || Clusters count: 14 || Log posterior: -3566.0887645685543 || Iter Time:0.012398958206176758 || Total time:23.711908102035522 Iteration: 1212 || Clusters count: 14 || Log posterior: -3548.646897694041 || Iter Time:0.016682147979736328 || Total time:23.72859025001526 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1213 || Clusters count: 14 || Log posterior: -3566.574266695391 || Iter Time:0.011651992797851562 || Total time:23.74024224281311 Iteration: 1214 || Clusters count: 14 || Log posterior: -3545.2503551795553 || Iter Time:0.016801834106445312 || Total time:23.757044076919556 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1215 || Clusters count: 14 || Log posterior: -3567.5468751708304 || Iter Time:0.012187004089355469 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-3463.389079562486 || Iter Time:0.010612964630126953 || Total time:23.952662229537964 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1233 || Clusters count: 13 || Log posterior: -3562.783474914649 || Iter Time:0.007627964019775391 || Total time:23.96029019355774 Iteration: 1234 || Clusters count: 13 || Log posterior: -3533.844556639348 || Iter Time:0.010663986206054688 || Total time:23.970954179763794 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1235 || Clusters count: 13 || Log posterior: -3486.498344731976 || Iter Time:0.025833845138549805 || Total time:23.996788024902344 Iteration: 1236 || Clusters count: 13 || Log posterior: -3473.136428016079 || Iter Time:0.011130094528198242 || Total time:24.007918119430542 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1237 || Clusters count: 13 || Log posterior: -3501.493767713649 || Iter Time:0.00797581672668457 || 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-3465.454571901749 || Iter Time:0.018588781356811523 || Total time:24.568527698516846 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1277 || Clusters count: 13 || Log posterior: -3513.674273314649 || Iter Time:0.01410818099975586 || Total time:24.5826358795166 Iteration: 1278 || Clusters count: 13 || Log posterior: -3479.6494063101677 || Iter Time:0.016199827194213867 || Total time:24.598835706710815 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1279 || Clusters count: 13 || Log posterior: -3492.628503228465 || Iter Time:0.012326955795288086 || Total time:24.611162662506104 Iteration: 1280 || Clusters count: 13 || Log posterior: -3481.022864447384 || Iter Time:0.016521930694580078 || Total time:24.627684593200684 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1281 || Clusters count: 13 || Log posterior: -3472.5625524400903 || Iter Time:0.011770009994506836 || 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-3476.8551251754075 || Iter Time:0.01858806610107422 || Total time:24.887901544570923 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1299 || Clusters count: 15 || Log posterior: -3530.860555288987 || Iter Time:0.014930009841918945 || Total time:24.902831554412842 Iteration: 1300 || Clusters count: 14 || Log posterior: -3506.8322820871585 || Iter Time:0.018908977508544922 || Total time:24.921740531921387 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1301 || Clusters count: 14 || Log posterior: -3535.276143388813 || Iter Time:0.014052152633666992 || Total time:24.935792684555054 Iteration: 1302 || Clusters count: 14 || Log posterior: -3493.7184351640904 || Iter Time:0.039235830307006836 || Total time:24.97502851486206 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1303 || Clusters count: 14 || Log posterior: -3506.5729640114605 || Iter Time:0.013100862503051758 || Total time:24.988129377365112 Iteration: 1304 || Clusters count: 14 || Log posterior: -3487.014985955169 || Iter Time:0.017794132232666016 || Total time:25.00592350959778 Loading and distributing data: 0.000146 seconds (134 allocations: 13.352 KiB) Iteration: 1305 || Clusters count: 14 || Log posterior: -3518.6939994835975 || Iter Time:0.012990951538085938 || Total time:25.018914461135864 Iteration: 1306 || Clusters count: 14 || Log posterior: -3491.5069250970723 || Iter Time:0.018229007720947266 || Total time:25.03714346885681 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1307 || Clusters count: 14 || Log posterior: -3505.2859252106578 || Iter Time:0.01035308837890625 || Total time:25.047496557235718 Iteration: 1308 || Clusters count: 14 || Log posterior: -3478.051431244875 || Iter Time:0.012623071670532227 || Total time:25.06011962890625 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1309 || 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-3493.9967413244253 || Iter Time:0.014957189559936523 || Total time:25.203197717666626 Loading and distributing data: 0.000094 seconds (129 allocations: 13.195 KiB) Iteration: 1321 || Clusters count: 14 || Log posterior: -3508.169635588296 || Iter Time:0.007640838623046875 || Total time:25.210838556289673 Iteration: 1322 || Clusters count: 14 || Log posterior: -3468.944010116006 || Iter Time:0.010882139205932617 || Total time:25.221720695495605 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1323 || Clusters count: 14 || Log posterior: -3499.3863956746886 || Iter Time:0.007522106170654297 || Total time:25.22924280166626 Iteration: 1324 || Clusters count: 14 || Log posterior: -3472.3647597836507 || Iter Time:0.011281013488769531 || Total time:25.24052381515503 Loading and distributing data: 0.000101 seconds (129 allocations: 13.195 KiB) Iteration: 1325 || Clusters count: 14 || Log posterior: -3506.2333507083163 || Iter Time:0.00880289077758789 || 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-3520.0375111469034 || Iter Time:0.018702030181884766 || Total time:26.554715394973755 Loading and distributing data: 0.000246 seconds (129 allocations: 13.195 KiB) Iteration: 1409 || Clusters count: 15 || Log posterior: -3518.6146203378653 || Iter Time:0.013567924499511719 || Total time:26.568283319473267 Iteration: 1410 || Clusters count: 15 || Log posterior: -3475.7587615193825 || Iter Time:0.017954111099243164 || Total time:26.58623743057251 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1411 || Clusters count: 15 || Log posterior: -3518.9851278242754 || Iter Time:0.012816905975341797 || Total time:26.59905433654785 Iteration: 1412 || Clusters count: 14 || Log posterior: -3480.0753327273446 || Iter Time:0.017385005950927734 || Total time:26.61643934249878 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1413 || Clusters count: 14 || Log posterior: -3459.219708969247 || Iter Time:0.01247715950012207 || 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-3489.378173237409 || Iter Time:0.014907121658325195 || Total time:26.883055448532104 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1431 || Clusters count: 13 || Log posterior: -3532.5899580538508 || Iter Time:0.011893987655639648 || Total time:26.894949436187744 Iteration: 1432 || Clusters count: 13 || Log posterior: -3507.181152701448 || Iter Time:0.015361785888671875 || Total time:26.910311222076416 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1433 || Clusters count: 13 || Log posterior: -3587.8453976627484 || Iter Time:0.01182699203491211 || Total time:26.922138214111328 Iteration: 1434 || Clusters count: 13 || Log posterior: -3528.9392387003077 || Iter Time:0.01519012451171875 || Total time:26.937328338623047 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1435 || Clusters count: 13 || Log posterior: -3531.008291677643 || Iter Time:0.01127314567565918 || 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-3516.9536689158754 || Iter Time:0.015092849731445312 || Total time:27.507546424865723 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1475 || Clusters count: 13 || Log posterior: -3542.1038878558234 || Iter Time:0.010926008224487305 || Total time:27.51847243309021 Iteration: 1476 || Clusters count: 13 || Log posterior: -3524.9080103165047 || Iter Time:0.014719963073730469 || Total time:27.53319239616394 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1477 || Clusters count: 13 || Log posterior: -3504.1634771482804 || Iter Time:0.011258125305175781 || Total time:27.544450521469116 Iteration: 1478 || Clusters count: 13 || Log posterior: -3476.311776764056 || Iter Time:0.015481948852539062 || Total time:27.559932470321655 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1479 || Clusters count: 13 || Log posterior: -3518.779060369068 || Iter Time:0.011477231979370117 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-3528.5684142424593 || Iter Time:0.018038034439086914 || Total time:27.817737817764282 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1497 || Clusters count: 13 || Log posterior: -3473.8643569640317 || Iter Time:0.013573884963989258 || Total time:27.83131170272827 Iteration: 1498 || Clusters count: 13 || Log posterior: -3453.6889415674545 || Iter Time:0.016689062118530273 || Total time:27.8480007648468 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1499 || Clusters count: 13 || Log posterior: -3472.9744842485284 || Iter Time:0.011571884155273438 || Total time:27.859572649002075 Iteration: 1500 || Clusters count: 13 || Log posterior: -3457.081591723017 || Iter Time:0.016839027404785156 || Total time:27.87641167640686 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1501 || Clusters count: 13 || Log posterior: -3492.1970472063103 || Iter Time:0.011358976364135742 || 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-3490.586042552087 || Iter Time:0.014991998672485352 || Total time:28.0932035446167 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1519 || Clusters count: 13 || Log posterior: -3554.927104199218 || Iter Time:0.01190495491027832 || Total time:28.105108499526978 Iteration: 1520 || Clusters count: 13 || Log posterior: -3539.735505959266 || Iter Time:0.016070127487182617 || Total time:28.12117862701416 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 1521 || Clusters count: 13 || Log posterior: -3571.910846719737 || Iter Time:0.008799076080322266 || Total time:28.129977703094482 Iteration: 1522 || Clusters count: 13 || Log posterior: -3538.9494147760456 || Iter Time:0.01376485824584961 || Total time:28.143742561340332 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1523 || Clusters count: 14 || Log posterior: -3477.8700122201803 || Iter Time:0.012995004653930664 || 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-3506.8838220390553 || Iter Time:0.018600940704345703 || Total time:28.42190647125244 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1541 || Clusters count: 14 || Log posterior: -3500.4808333969427 || Iter Time:0.016319990158081055 || Total time:28.438226461410522 Iteration: 1542 || Clusters count: 14 || Log posterior: -3484.0956890650405 || Iter Time:0.04098701477050781 || Total time:28.47921347618103 Loading and distributing data: 0.000127 seconds (139 allocations: 13.508 KiB) Iteration: 1543 || Clusters count: 14 || Log posterior: -3499.766200856777 || Iter Time:0.014069795608520508 || Total time:28.49328327178955 Iteration: 1544 || Clusters count: 14 || Log posterior: -3474.0589064836668 || Iter Time:0.01838994026184082 || Total time:28.51167321205139 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1545 || Clusters count: 14 || Log posterior: -3548.27630770444 || Iter Time:0.013586997985839844 || 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-3486.7076141562725 || Iter Time:0.01790618896484375 || Total time:28.805322408676147 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1563 || Clusters count: 14 || Log posterior: -3504.0848793324576 || Iter Time:0.013911962509155273 || Total time:28.819234371185303 Iteration: 1564 || Clusters count: 14 || Log posterior: -3488.441810872471 || Iter Time:0.018414974212646484 || Total time:28.83764934539795 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1565 || Clusters count: 14 || Log posterior: -3532.3932346694023 || Iter Time:0.014392852783203125 || Total time:28.852042198181152 Iteration: 1566 || Clusters count: 14 || Log posterior: -3513.925467027916 || Iter Time:0.019943952560424805 || Total time:28.871986150741577 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1567 || Clusters count: 14 || Log posterior: -3546.264218538757 || Iter Time:0.01476597785949707 || 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-3489.1500157929922 || Iter Time:0.017503976821899414 || Total time:30.266510248184204 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1651 || Clusters count: 15 || Log posterior: -3558.4974684055137 || Iter Time:0.013833999633789062 || Total time:30.280344247817993 Iteration: 1652 || Clusters count: 14 || Log posterior: -3532.190031538514 || Iter Time:0.017904043197631836 || Total time:30.298248291015625 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1653 || Clusters count: 14 || Log posterior: -3553.0631765484636 || Iter Time:0.012289047241210938 || Total time:30.310537338256836 Iteration: 1654 || Clusters count: 13 || Log posterior: -3538.3394625567853 || Iter Time:0.017300844192504883 || Total time:30.32783818244934 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1655 || Clusters count: 13 || Log posterior: -3540.9660996804673 || Iter Time:0.012066841125488281 || Total time:30.33990502357483 Iteration: 1656 || Clusters count: 13 || Log posterior: -3516.5528785634415 || Iter Time:0.016360998153686523 || Total time:30.356266021728516 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1657 || Clusters count: 13 || Log posterior: -3544.3597255330174 || Iter Time:0.013527154922485352 || Total time:30.369793176651 Iteration: 1658 || Clusters count: 13 || Log posterior: -3531.8288450795408 || Iter Time:0.018017053604125977 || Total time:30.387810230255127 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1659 || Clusters count: 14 || Log posterior: -3544.908632848872 || Iter Time:0.013656854629516602 || Total time:30.401467084884644 Iteration: 1660 || Clusters count: 14 || Log posterior: -3506.721724626698 || Iter Time:0.018359899520874023 || Total time:30.419826984405518 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1661 || 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-3512.6155645290783 || Iter Time:0.01689600944519043 || Total time:30.59895133972168 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1673 || Clusters count: 13 || Log posterior: -3563.2540487270494 || Iter Time:0.01325082778930664 || Total time:30.612202167510986 Iteration: 1674 || Clusters count: 13 || Log posterior: -3546.5583320279284 || Iter Time:0.01675701141357422 || Total time:30.62895917892456 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1675 || Clusters count: 13 || Log posterior: -3599.670696265065 || Iter Time:0.013399124145507812 || Total time:30.64235830307007 Iteration: 1676 || Clusters count: 13 || Log posterior: -3563.1400304451668 || Iter Time:0.016505956649780273 || Total time:30.65886425971985 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1677 || Clusters count: 13 || Log posterior: -3565.2616479998746 || Iter Time:0.012025117874145508 || 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Total time:31.02307415008545 Iteration: 1700 || Clusters count: 13 || Log posterior: -3479.1173936199198 || Iter Time:0.016889095306396484 || Total time:31.039963245391846 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1701 || Clusters count: 13 || Log posterior: -3555.1967809009043 || Iter Time:0.01262211799621582 || Total time:31.05258536338806 Iteration: 1702 || Clusters count: 13 || Log posterior: -3527.1302493189132 || Iter Time:0.01714015007019043 || Total time:31.069725513458252 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1703 || Clusters count: 13 || Log posterior: -3584.83937579499 || Iter Time:0.012835025787353516 || Total time:31.082560539245605 Iteration: 1704 || Clusters count: 13 || Log posterior: -3563.6174130295085 || Iter Time:0.017351150512695312 || Total time:31.0999116897583 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1705 || Clusters 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-3491.0077954233752 || Iter Time:0.015961885452270508 || Total time:31.97753143310547 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1761 || Clusters count: 13 || Log posterior: -3445.5914314249103 || Iter Time:0.011657953262329102 || Total time:31.989189386367798 Iteration: 1762 || Clusters count: 13 || Log posterior: -3428.3924809197474 || Iter Time:0.0156400203704834 || Total time:32.00482940673828 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1763 || Clusters count: 13 || Log posterior: -3557.7679874231144 || Iter Time:0.011442899703979492 || Total time:32.01627230644226 Iteration: 1764 || Clusters count: 13 || Log posterior: -3538.0638381997937 || Iter Time:0.015289068222045898 || Total time:32.03156137466431 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1765 || Clusters count: 13 || Log posterior: -3594.567247905449 || Iter Time:0.013180017471313477 || 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-3471.062449902025 || Iter Time:0.017517805099487305 || Total time:32.29468560218811 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1783 || Clusters count: 13 || Log posterior: -3540.5400593636514 || Iter Time:0.012798070907592773 || Total time:32.3074836730957 Iteration: 1784 || Clusters count: 13 || Log posterior: -3511.9849057344154 || Iter Time:0.01792001724243164 || Total time:32.325403690338135 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1785 || Clusters count: 13 || Log posterior: -3547.894159535769 || Iter Time:0.015113115310668945 || Total time:32.340516805648804 Iteration: 1786 || Clusters count: 13 || Log posterior: -3527.370817624481 || Iter Time:0.016916990280151367 || Total time:32.357433795928955 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1787 || Clusters count: 13 || Log posterior: -3534.035487234679 || Iter Time:0.012315034866333008 || 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Iteration: 1810 || Clusters count: 13 || Log posterior: -3449.501162187008 || Iter Time:0.01650691032409668 || Total time:32.72450590133667 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1811 || Clusters count: 13 || Log posterior: -3505.906966118658 || Iter Time:0.012330055236816406 || Total time:32.736835956573486 Iteration: 1812 || Clusters count: 13 || Log posterior: -3488.172482743943 || Iter Time:0.017114877700805664 || Total time:32.75395083427429 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1813 || Clusters count: 13 || Log posterior: -3522.4108456630806 || Iter Time:0.012653112411499023 || Total time:32.76660394668579 Iteration: 1814 || Clusters count: 13 || Log posterior: -3507.4090868819367 || Iter Time:0.016242027282714844 || Total time:32.782845973968506 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1815 || Clusters count: 13 || Log posterior: -3506.51103505257 || Iter Time:0.01158595085144043 || Total time:32.794431924819946 Iteration: 1816 || Clusters count: 13 || Log posterior: -3484.5181750804263 || Iter Time:0.015228986740112305 || Total time:32.80966091156006 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1817 || Clusters count: 13 || Log posterior: -3473.8910563686873 || Iter Time:0.011280059814453125 || Total time:32.82094097137451 Iteration: 1818 || Clusters count: 13 || Log posterior: -3461.4471707642 || Iter Time:0.015606880187988281 || Total time:32.8365478515625 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1819 || Clusters count: 13 || Log posterior: -3568.2180220686378 || Iter Time:0.011553049087524414 || Total time:32.848100900650024 Iteration: 1820 || Clusters count: 13 || Log posterior: -3535.8374134725223 || Iter Time:0.015590906143188477 || Total time:32.86369180679321 Loading and distributing data: 0.000125 seconds (129 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|| Total time:32.94705390930176 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1827 || Clusters count: 13 || Log posterior: -3514.5631916045263 || Iter Time:0.011672019958496094 || Total time:32.958725929260254 Iteration: 1828 || Clusters count: 13 || Log posterior: -3492.116420611922 || Iter Time:0.01564502716064453 || Total time:32.9743709564209 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1829 || Clusters count: 13 || Log posterior: -3531.2553660028416 || Iter Time:0.012009859085083008 || Total time:32.98638081550598 Iteration: 1830 || Clusters count: 13 || Log posterior: -3513.9280158916326 || Iter Time:0.015758037567138672 || Total time:33.00213885307312 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1831 || Clusters count: 13 || Log posterior: -3578.6147131812663 || Iter Time:0.011693954467773438 || Total time:33.013832807540894 Iteration: 1832 || Clusters count: 13 || Log posterior: -3542.4590218672492 || Iter Time:0.017128944396972656 || Total time:33.030961751937866 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1833 || Clusters count: 13 || Log posterior: -3536.7119969514183 || Iter Time:0.012660026550292969 || Total time:33.04362177848816 Iteration: 1834 || Clusters count: 13 || Log posterior: -3529.2573350550497 || Iter Time:0.03952908515930176 || Total time:33.08315086364746 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1835 || Clusters count: 13 || Log posterior: -3554.4863283978866 || Iter Time:0.011232137680053711 || Total time:33.094383001327515 Iteration: 1836 || Clusters count: 13 || Log posterior: -3509.4391893299226 || Iter Time:0.015009880065917969 || Total time:33.10939288139343 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 1837 || Clusters count: 13 || Log posterior: -3496.860799904419 || Iter Time:0.010996818542480469 || Total time:33.12038969993591 Iteration: 1838 || Clusters count: 13 || Log posterior: -3469.596031054341 || Iter Time:0.01550602912902832 || Total time:33.13589572906494 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 13 || Log posterior: -3511.694506426962 || Iter Time:0.011465072631835938 || Total time:33.14736080169678 Iteration: 1840 || Clusters count: 13 || Log posterior: -3474.900176233991 || Iter Time:0.015527009963989258 || Total time:33.16288781166077 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 13 || Log posterior: -3574.293773254418 || Iter Time:0.011312007904052734 || Total time:33.17419981956482 Iteration: 1842 || Clusters count: 13 || Log posterior: -3567.889546237421 || Iter Time:0.015449047088623047 || Total time:33.18964886665344 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 13 || Log posterior: -3592.728031507042 || Iter Time:0.011416196823120117 || Total time:33.20106506347656 Iteration: 1844 || Clusters count: 13 || Log posterior: -3545.756210034594 || Iter Time:0.01612997055053711 || Total time:33.2171950340271 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 13 || Log posterior: -3547.712722792761 || Iter Time:0.012341022491455078 || Total time:33.229536056518555 Iteration: 1846 || Clusters count: 13 || Log posterior: -3519.556047841411 || Iter Time:0.015480995178222656 || Total time:33.24501705169678 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 13 || Log posterior: -3529.2087932543354 || Iter Time:0.011542081832885742 || Total time:33.25655913352966 Iteration: 1848 || Clusters count: 13 || Log posterior: -3496.4570930198306 || Iter Time:0.015470027923583984 || Total 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14 || Log posterior: -3473.161848668916 || Iter Time:0.015729188919067383 || Total time:33.35382676124573 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 14 || Log posterior: -3486.704730531402 || Iter Time:0.01111912727355957 || Total time:33.36494588851929 Iteration: 1856 || Clusters count: 14 || Log posterior: -3470.356729036121 || Iter Time:0.015335798263549805 || Total time:33.38028168678284 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 14 || Log posterior: -3512.471780259509 || Iter Time:0.012108087539672852 || Total time:33.39238977432251 Iteration: 1858 || Clusters count: 14 || Log posterior: -3488.8612796857014 || Iter Time:0.016185998916625977 || Total time:33.408575773239136 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 14 || Log posterior: -3516.6571375568933 || Iter 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Iteration: 1865 || Clusters count: 14 || Log posterior: -3581.6240201990927 || Iter Time:0.012280941009521484 || Total time:33.505258560180664 Iteration: 1866 || Clusters count: 14 || Log posterior: -3543.195467573649 || Iter Time:0.016609907150268555 || Total time:33.52186846733093 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 14 || Log posterior: -3538.9437936669265 || Iter Time:0.012205123901367188 || Total time:33.5340735912323 Iteration: 1868 || Clusters count: 14 || Log posterior: -3520.1758504843456 || Iter Time:0.017113924026489258 || Total time:33.55118751525879 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 14 || Log posterior: -3580.831931324617 || Iter Time:0.012495994567871094 || Total time:33.56368350982666 Iteration: 1870 || Clusters count: 14 || Log posterior: -3529.4332608598534 || Iter Time:0.016849994659423828 || Total time:33.580533504486084 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 14 || Log posterior: -3534.174234880353 || Iter Time:0.015133857727050781 || Total time:33.595667362213135 Iteration: 1872 || Clusters count: 14 || Log posterior: -3494.814838913522 || Iter Time:0.040970802307128906 || Total time:33.636638164520264 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 14 || Log posterior: -3486.004796804851 || Iter Time:0.012696981430053711 || Total time:33.64933514595032 Iteration: 1874 || Clusters count: 14 || Log posterior: -3458.227161687802 || Iter Time:0.016405820846557617 || Total time:33.665740966796875 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 14 || Log posterior: -3523.8534906092455 || Iter Time:0.012569904327392578 || Total time:33.67831087112427 Iteration: 1876 || Clusters count: 14 || Log posterior: -3476.2338629599312 || Iter Time:0.015987873077392578 || Total time:33.69429874420166 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 14 || Log posterior: -3508.8225011781938 || Iter Time:0.01184701919555664 || Total time:33.70614576339722 Iteration: 1878 || Clusters count: 14 || Log posterior: -3476.3247163625 || Iter Time:0.015987873077392578 || Total time:33.72213363647461 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 14 || Log posterior: -3541.2459290717757 || Iter Time:0.011725902557373047 || Total time:33.73385953903198 Iteration: 1880 || Clusters count: 14 || Log posterior: -3522.489554379139 || Iter Time:0.015802860260009766 || Total time:33.74966239929199 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 14 || Log posterior: -3567.4755061459987 || Iter Time:0.012333154678344727 || Total time:33.76199555397034 Iteration: 1882 || Clusters count: 14 || Log posterior: -3552.214337289154 || Iter Time:0.01656794548034668 || Total time:33.778563499450684 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 14 || Log posterior: -3520.3137149951845 || Iter Time:0.011723041534423828 || Total time:33.79028654098511 Iteration: 1884 || Clusters count: 14 || Log posterior: -3499.790239741424 || Iter Time:0.016558170318603516 || Total time:33.80684471130371 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 14 || Log posterior: -3527.4612411109993 || Iter Time:0.011698007583618164 || Total time:33.81854271888733 Iteration: 1886 || Clusters count: 14 || Log posterior: -3495.2997594014687 || Iter Time:0.016328096389770508 || Total time:33.8348708152771 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 14 || Log posterior: -3517.872972792818 || Iter Time:0.012181997299194336 || Total time:33.847052812576294 Iteration: 1888 || Clusters count: 14 || Log posterior: -3495.5599168837102 || Iter Time:0.015040159225463867 || Total time:33.86209297180176 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 14 || Log posterior: -3570.028779314655 || Iter Time:0.010955095291137695 || Total time:33.873048067092896 Iteration: 1890 || Clusters count: 14 || Log posterior: -3521.909945778357 || Iter Time:0.015376091003417969 || Total time:33.88842415809631 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 14 || Log posterior: -3558.759522425604 || Iter Time:0.01271200180053711 || Total time:33.90113615989685 Iteration: 1892 || Clusters count: 14 || Log posterior: -3534.782144776226 || Iter Time:0.016949892044067383 || Total time:33.91808605194092 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 14 || Log posterior: -3571.0127830460733 || Iter Time:0.011842012405395508 || Total time:33.92992806434631 Iteration: 1894 || Clusters count: 14 || Log posterior: -3551.9905625628594 || Iter Time:0.01494908332824707 || Total time:33.94487714767456 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 14 || Log posterior: -3551.862865837416 || Iter Time:0.012577056884765625 || Total time:33.957454204559326 Iteration: 1896 || Clusters count: 14 || Log posterior: -3521.1232429203937 || Iter Time:0.016289949417114258 || Total time:33.97374415397644 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 14 || Log posterior: -3485.7728449009805 || Iter Time:0.011810064315795898 || Total time:33.985554218292236 Iteration: 1898 || Clusters count: 14 || Log posterior: -3455.637351737116 || Iter Time:0.01658797264099121 || Total time:34.00214219093323 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 14 || Log posterior: -3490.8788670815516 || Iter Time:0.012852907180786133 || Total time:34.014995098114014 Iteration: 1900 || Clusters count: 14 || Log posterior: -3459.446347349426 || Iter Time:0.01680302619934082 || Total time:34.031798124313354 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 14 || Log posterior: -3591.596601414656 || Iter Time:0.01255488395690918 || Total time:34.044353008270264 Iteration: 1902 || Clusters count: 14 || Log posterior: -3539.25380772304 || Iter Time:0.01650094985961914 || Total time:34.06085395812988 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 14 || Log posterior: -3516.1082060694907 || Iter Time:0.013010978698730469 || Total time:34.07386493682861 Iteration: 1904 || Clusters count: 14 || Log posterior: -3485.5451346042455 || Iter Time:0.016796112060546875 || Total time:34.09066104888916 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 14 || Log posterior: -3542.128980153478 || Iter Time:0.011901140213012695 || Total time:34.10256218910217 Iteration: 1906 || Clusters count: 13 || Log posterior: -3497.8714365973474 || Iter Time:0.0161898136138916 || Total time:34.118752002716064 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 13 || Log posterior: -3580.2602784427163 || Iter Time:0.011739015579223633 || Total time:34.13049101829529 Iteration: 1908 || Clusters count: 13 || Log posterior: -3548.636462299204 || Iter Time:0.017045021057128906 || Total time:34.14753603935242 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 13 || Log posterior: -3528.171550383731 || Iter Time:0.012698173522949219 || Total time:34.160234212875366 Iteration: 1910 || Clusters count: 13 || Log posterior: -3516.4991919041104 || Iter Time:0.04039311408996582 || Total time:34.20062732696533 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 13 || Log posterior: -3517.98919592442 || Iter Time:0.01209402084350586 || Total time:34.21272134780884 Iteration: 1912 || Clusters count: 13 || Log posterior: -3510.2572085441425 || Iter Time:0.016015052795410156 || Total time:34.22873640060425 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 13 || Log posterior: -3498.3896013833587 || Iter Time:0.012710094451904297 || Total time:34.24144649505615 Iteration: 1914 || Clusters count: 13 || Log posterior: -3481.9822982409987 || Iter Time:0.017652034759521484 || Total time:34.259098529815674 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 13 || Log posterior: -3486.372153461566 || Iter Time:0.014076948165893555 || Total time:34.27317547798157 Iteration: 1916 || Clusters count: 13 || Log posterior: -3450.1085165992963 || Iter Time:0.018149137496948242 || Total time:34.291324615478516 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 13 || Log posterior: -3520.81634846002 || Iter Time:0.01273488998413086 || Total time:34.30405950546265 Iteration: 1918 || Clusters count: 13 || Log posterior: -3493.720502448956 || Iter Time:0.01737689971923828 || Total time:34.321436405181885 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 13 || Log posterior: -3525.0368750760263 || Iter Time:0.012923002243041992 || Total time:34.33435940742493 Iteration: 1920 || Clusters count: 13 || Log posterior: -3492.5162912215383 || Iter Time:0.017002105712890625 || Total time:34.35136151313782 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 13 || Log posterior: -3554.4368390596833 || Iter Time:0.012977838516235352 || Total time:34.36433935165405 Iteration: 1922 || Clusters count: 13 || Log posterior: -3527.0809046242366 || Iter Time:0.017350196838378906 || Total time:34.38168954849243 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 13 || Log posterior: -3514.3255421678537 || Iter Time:0.012884855270385742 || Total time:34.39457440376282 Iteration: 1924 || Clusters count: 13 || Log posterior: -3479.943161274875 || Iter Time:0.01721787452697754 || Total time:34.411792278289795 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 13 || Log posterior: -3524.393178316295 || Iter Time:0.012542963027954102 || Total time:34.42433524131775 Iteration: 1926 || Clusters count: 13 || Log posterior: -3493.9087091957 || Iter Time:0.017091035842895508 || Total time:34.441426277160645 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 13 || Log posterior: -3539.9434503160564 || Iter Time:0.012583017349243164 || Total time:34.45400929450989 Iteration: 1928 || Clusters count: 13 || Log posterior: -3511.2335771511644 || Iter Time:0.017427921295166016 || Total time:34.471437215805054 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 13 || Log posterior: -3549.4200404469357 || Iter Time:0.013988971710205078 || Total time:34.48542618751526 Iteration: 1930 || Clusters count: 13 || Log posterior: -3528.9946735385865 || Iter Time:0.017995834350585938 || Total time:34.503422021865845 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 13 || Log posterior: -3516.140038532648 || Iter Time:0.01332712173461914 || Total time:34.516749143600464 Iteration: 1932 || Clusters count: 13 || Log posterior: -3491.190062131109 || Iter Time:0.01684093475341797 || Total time:34.53359007835388 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 13 || Log posterior: -3536.604193039512 || Iter Time:0.012766122817993164 || Total time:34.546356201171875 Iteration: 1934 || Clusters count: 13 || Log posterior: -3521.1721989005537 || Iter Time:0.016412973403930664 || Total time:34.562769174575806 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 13 || Log posterior: -3603.9573215583164 || Iter Time:0.012764930725097656 || Total time:34.5755341053009 Iteration: 1936 || Clusters count: 13 || Log posterior: -3552.758974651936 || Iter Time:0.019447803497314453 || Total time:34.59498190879822 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 13 || Log posterior: -3561.061761500871 || Iter Time:0.012684822082519531 || Total time:34.60766673088074 Iteration: 1938 || Clusters count: 13 || Log posterior: -3535.589184494769 || Iter Time:0.0175020694732666 || Total time:34.625168800354004 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 13 || Log posterior: -3596.853535555935 || Iter Time:0.012801885604858398 || Total time:34.63797068595886 Iteration: 1940 || Clusters count: 13 || Log posterior: -3562.2885061551724 || Iter Time:0.017633914947509766 || Total time:34.65560460090637 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 14 || Log posterior: -3557.239471427674 || Iter Time:0.012747049331665039 || Total time:34.66835165023804 Iteration: 1942 || Clusters count: 14 || Log posterior: -3526.508467683093 || Iter Time:0.017822980880737305 || Total time:34.686174631118774 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 14 || Log posterior: -3573.265940889588 || Iter Time:0.012256860733032227 || Total time:34.69843149185181 Iteration: 1944 || Clusters count: 14 || Log posterior: -3546.808675366057 || Iter Time:0.016664981842041016 || Total time:34.71509647369385 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 14 || Log posterior: -3558.979608148739 || Iter Time:0.0117340087890625 || Total time:34.72683048248291 Iteration: 1946 || Clusters count: 14 || Log posterior: -3523.5961660719095 || Iter Time:0.017422914505004883 || Total time:34.744253396987915 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 14 || Log posterior: -3500.6422561388295 || Iter Time:0.013067007064819336 || Total time:34.757320404052734 Iteration: 1948 || Clusters count: 14 || Log posterior: -3483.7159503713538 || Iter Time:0.04195713996887207 || Total time:34.799277544021606 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 14 || Log posterior: -3515.4377141549626 || Iter Time:0.012901067733764648 || Total time:34.81217861175537 Iteration: 1950 || Clusters count: 14 || Log posterior: -3475.3428456849697 || Iter Time:0.018357038497924805 || Total time:34.830535650253296 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 15 || Log posterior: -3533.6831392754953 || Iter Time:0.013955831527709961 || Total time:34.844491481781006 Iteration: 1952 || Clusters count: 14 || Log posterior: -3519.907626167886 || Iter Time:0.018764972686767578 || Total time:34.86325645446777 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 14 || Log posterior: -3544.864074536654 || Iter Time:0.014159917831420898 || Total time:34.877416372299194 Iteration: 1954 || Clusters count: 14 || Log posterior: -3528.8313062343746 || Iter Time:0.017548084259033203 || Total time:34.89496445655823 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 14 || Log posterior: -3554.7928762408546 || Iter Time:0.012729883193969727 || Total time:34.9076943397522 Iteration: 1956 || Clusters count: 14 || Log posterior: -3493.1346706552567 || Iter Time:0.01770496368408203 || Total time:34.92539930343628 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 14 || Log posterior: -3501.8331695339903 || Iter Time:0.013013839721679688 || Total time:34.93841314315796 Iteration: 1958 || Clusters count: 14 || Log posterior: -3478.2672784928127 || Iter Time:0.017447948455810547 || Total time:34.95586109161377 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 13 || Log posterior: -3488.053326465588 || Iter Time:0.012037038803100586 || Total time:34.96789813041687 Iteration: 1960 || Clusters count: 13 || Log posterior: -3479.690214630047 || Iter Time:0.016025781631469727 || Total time:34.98392391204834 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 13 || Log posterior: -3493.6124581791028 || Iter Time:0.011672019958496094 || Total time:34.995595932006836 Iteration: 1962 || Clusters count: 13 || Log posterior: -3469.953322235824 || Iter Time:0.016620159149169922 || Total time:35.012216091156006 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 13 || Log posterior: -3506.509511354414 || Iter Time:0.012427806854248047 || Total time:35.024643898010254 Iteration: 1964 || Clusters count: 13 || Log posterior: -3472.8368841058955 || Iter Time:0.01651310920715332 || Total time:35.04115700721741 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 13 || Log posterior: -3508.0839936062994 || Iter Time:0.013141155242919922 || Total time:35.05429816246033 Iteration: 1966 || Clusters count: 13 || Log posterior: -3480.7621391513458 || Iter Time:0.016417980194091797 || Total time:35.07071614265442 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 13 || Log posterior: -3528.766349485413 || Iter Time:0.012738943099975586 || Total time:35.083455085754395 Iteration: 1968 || Clusters count: 13 || Log posterior: -3503.708209399423 || Iter Time:0.01671600341796875 || Total time:35.10017108917236 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 13 || Log posterior: -3539.6431993274973 || Iter Time:0.012297868728637695 || Total time:35.112468957901 Iteration: 1970 || Clusters count: 13 || Log posterior: -3508.625386446717 || Iter Time:0.016449928283691406 || Total time:35.12891888618469 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 13 || Log posterior: -3501.3815435562424 || Iter Time:0.012908935546875 || Total time:35.14182782173157 Iteration: 1972 || Clusters count: 13 || Log posterior: -3482.8961120717045 || Iter Time:0.017255067825317383 || Total time:35.159082889556885 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 13 || Log posterior: -3535.7105193312973 || Iter Time:0.012151002883911133 || Total time:35.171233892440796 Iteration: 1974 || Clusters count: 13 || Log posterior: -3517.351682430259 || Iter Time:0.01611804962158203 || Total time:35.18735194206238 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 13 || Log posterior: -3519.100157911066 || Iter Time:0.012048006057739258 || Total time:35.19939994812012 Iteration: 1976 || Clusters count: 13 || Log posterior: -3502.3702187645 || Iter Time:0.016144990921020508 || Total time:35.21554493904114 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 13 || Log posterior: -3479.5878358711475 || Iter Time:0.011703014373779297 || Total time:35.22724795341492 Iteration: 1978 || Clusters count: 13 || Log posterior: -3466.157919439571 || Iter Time:0.016942977905273438 || Total time:35.24419093132019 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 13 || Log posterior: -3442.5823470620167 || Iter Time:0.011576175689697266 || Total time:35.25576710700989 Iteration: 1980 || Clusters count: 13 || Log posterior: -3421.5093479659613 || Iter Time:0.016594886779785156 || Total time:35.27236199378967 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 13 || Log posterior: -3452.2974100511565 || Iter Time:0.012103080749511719 || Total time:35.284465074539185 Iteration: 1982 || Clusters count: 13 || Log posterior: -3436.7947920661672 || Iter Time:0.016556978225708008 || Total time:35.30102205276489 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 13 || Log posterior: -3454.7879190782483 || Iter Time:0.013695001602172852 || Total time:35.314717054367065 Iteration: 1984 || Clusters count: 13 || Log posterior: -3439.435639576921 || Iter Time:0.018112897872924805 || Total time:35.33282995223999 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 14 || Log posterior: -3512.1429023472183 || Iter Time:0.013546943664550781 || Total time:35.34637689590454 Iteration: 1986 || Clusters count: 14 || Log posterior: -3489.7036213349957 || Iter Time:0.01742696762084961 || Total time:35.36380386352539 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 14 || Log posterior: -3530.957307858234 || Iter Time:0.012311935424804688 || Total time:35.376115798950195 Iteration: 1988 || Clusters count: 14 || Log posterior: -3514.061799572593 || Iter Time:0.04130816459655762 || Total time:35.41742396354675 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 14 || Log posterior: -3506.5290864512995 || Iter Time:0.012946128845214844 || Total time:35.43037009239197 Iteration: 1990 || Clusters count: 14 || Log posterior: -3491.7995075001168 || Iter Time:0.016605854034423828 || Total time:35.44697594642639 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 14 || Log posterior: -3541.688438448046 || Iter Time:0.011839151382446289 || Total time:35.45881509780884 Iteration: 1992 || Clusters count: 14 || Log posterior: -3520.11947376077 || Iter Time:0.016089916229248047 || Total time:35.474905014038086 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 14 || Log posterior: -3570.977724716421 || Iter Time:0.012166023254394531 || Total time:35.48707103729248 Iteration: 1994 || Clusters count: 14 || Log posterior: -3533.664310218067 || Iter Time:0.016189098358154297 || Total time:35.503260135650635 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 14 || Log posterior: -3618.353964031485 || Iter Time:0.014556169509887695 || Total time:35.51781630516052 Iteration: 1996 || Clusters count: 14 || Log posterior: -3576.5101444770253 || Iter Time:0.020151138305664062 || Total time:35.53796744346619 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 14 || Log posterior: -3604.074461376157 || Iter Time:0.015044927597045898 || Total time:35.55301237106323 Iteration: 1998 || Clusters count: 14 || Log posterior: -3578.2664735209637 || Iter Time:0.01925206184387207 || Total time:35.572264432907104 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 14 || Log posterior: -3612.9744671131843 || Iter Time:0.014870166778564453 || Total time:35.58713459968567 Iteration: 2000 || Clusters count: 14 || Log posterior: -3584.093827368834 || Iter Time:0.020107030868530273 || Total time:35.6072416305542 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 14 || Log posterior: -3645.86834052676 || Iter Time:0.01435708999633789 || Total time:35.62159872055054 Iteration: 2002 || Clusters count: 14 || Log posterior: -3599.495466923339 || Iter Time:0.019611120223999023 || Total time:35.641209840774536 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 14 || Log posterior: -3548.544635207951 || Iter Time:0.015043973922729492 || Total time:35.656253814697266 Iteration: 2004 || Clusters count: 14 || Log posterior: -3505.5513850427274 || Iter Time:0.018916845321655273 || Total time:35.67517066001892 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 14 || Log posterior: -3518.80684830494 || Iter Time:0.014642000198364258 || Total time:35.689812660217285 Iteration: 2006 || Clusters count: 14 || Log posterior: -3488.964445175268 || Iter Time:0.01855611801147461 || Total time:35.70836877822876 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 14 || Log posterior: -3493.8728923828894 || Iter Time:0.012918949127197266 || Total time:35.72128772735596 Iteration: 2008 || Clusters count: 14 || Log posterior: -3466.0313386825255 || Iter Time:0.01782989501953125 || Total time:35.73911762237549 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 14 || Log posterior: -3519.1500829811853 || Iter Time:0.014361858367919922 || Total time:35.75347948074341 Iteration: 2010 || Clusters count: 14 || Log posterior: -3500.9993984317607 || Iter Time:0.01906585693359375 || Total time:35.772545337677 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 14 || Log posterior: -3569.0868924522806 || Iter Time:0.014282941818237305 || Total time:35.78682827949524 Iteration: 2012 || Clusters count: 14 || Log posterior: -3545.634091441431 || Iter Time:0.018053054809570312 || Total time:35.80488133430481 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 14 || Log posterior: -3555.7071073852017 || Iter Time:0.013669013977050781 || Total time:35.81855034828186 Iteration: 2014 || Clusters count: 14 || Log posterior: -3533.8013315539906 || Iter Time:0.0178680419921875 || Total time:35.83641839027405 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 14 || Log posterior: -3522.2155196656126 || Iter Time:0.013517141342163086 || Total time:35.84993553161621 Iteration: 2016 || Clusters count: 14 || Log posterior: -3506.0547325131033 || Iter Time:0.01813197135925293 || Total time:35.868067502975464 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 14 || Log posterior: -3558.5382736673787 || Iter Time:0.013302803039550781 || Total time:35.881370306015015 Iteration: 2018 || Clusters count: 14 || Log posterior: -3529.8018753943666 || Iter Time:0.018059968948364258 || Total time:35.89943027496338 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 15 || Log posterior: -3511.5870101896508 || Iter Time:0.013343095779418945 || Total time:35.9127733707428 Iteration: 2020 || Clusters count: 14 || Log posterior: -3492.2872086332513 || Iter Time:0.017379045486450195 || Total time:35.93015241622925 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 14 || Log posterior: -3524.2080598711473 || Iter Time:0.012801170349121094 || Total time:35.94295358657837 Iteration: 2022 || Clusters count: 13 || Log posterior: -3469.5683246009894 || Iter Time:0.017077922821044922 || Total time:35.960031509399414 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 13 || Log posterior: -3466.946448460375 || Iter Time:0.01314997673034668 || Total time:35.97318148612976 Iteration: 2024 || Clusters count: 13 || Log posterior: -3441.810291462907 || Iter Time:0.01638317108154297 || Total time:35.989564657211304 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 13 || Log posterior: -3468.9978000079855 || Iter Time:0.013499975204467773 || Total time:36.00306463241577 Iteration: 2026 || Clusters count: 13 || Log posterior: -3435.194596608793 || Iter Time:0.017045021057128906 || Total time:36.0201096534729 Loading and distributing data: 0.026870 seconds (129 allocations: 13.195 KiB, 96.93% gc time) Iteration: 2027 || Clusters count: 13 || Log posterior: -3501.3390055827294 || Iter Time:0.014050006866455078 || Total time:36.034159660339355 Iteration: 2028 || Clusters count: 13 || Log posterior: -3476.9334875401605 || Iter Time:0.01787114143371582 || Total time:36.05203080177307 Avg NMI: 0.9074486148001392 Full NMI: 0.8891481898061322 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m23.0s Testing DPMMSubClustersStreaming tests passed Testing completed after 196.54s PkgEval succeeded after 364.01s