Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.1191 (63a270f4d4*) started at 2025-09-23T09:19:16.377 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.1s ################################################################################ # 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 v1.14.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.15 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [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 v8.16.0+0 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.9.9 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.2+0 [efcefdf7] + PCRE2_jll v10.46.0+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 v1.67.1+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 5.01s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 172.28s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_7YJwPa/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_7YJwPa/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.14.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.0 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.15 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [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 v8.16.0+0 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.9.9 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.2+0 [efcefdf7] PCRE2_jll v10.46.0+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 v1.67.1+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: 3.291883 seconds (985.47 k allocations: 60.394 MiB, 99.92% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233280.97548629093 || Iter Time:16.545069932937622 || Total time:16.545069932937622 Iteration: 1 || Clusters count: 1 || Log posterior: -233280.97548629093 || Iter Time:0.006617069244384766 || Total time:16.551687002182007 Iteration: 2 || Clusters count: 1 || Log posterior: -233280.97548629093 || Iter Time:0.006360054016113281 || Total time:16.55804705619812 Iteration: 3 || Clusters count: 1 || Log posterior: -233280.97548629093 || Iter Time:0.005899906158447266 || Total time:16.563946962356567 Iteration: 4 || Clusters count: 1 || Log posterior: -233280.97548629093 || Iter Time:0.006197929382324219 || Total time:16.57014489173889 Iteration: 5 || Clusters count: 1 || Log posterior: -233280.97548629093 || Iter Time:0.01919698715209961 || Total time:16.58934187889099 Iteration: 6 || Clusters count: 1 || Log posterior: -233280.97548629093 || Iter Time:0.005967855453491211 || Total time:16.595309734344482 Iteration: 7 || Clusters count: 1 || Log posterior: -233280.97548629093 || Iter Time:0.0057599544525146484 || Total time:16.601069688796997 Iteration: 8 || Clusters count: 1 || Log posterior: -233280.97548629093 || Iter Time:0.005751132965087891 || Total time:16.606820821762085 Iteration: 9 || Clusters count: 1 || Log posterior: -233280.97548629093 || Iter Time:0.005763053894042969 || Total time:16.612583875656128 Iteration: 10 || Clusters count: 1 || Log posterior: -233280.97548629093 || Iter Time:0.005796194076538086 || Total time:16.618380069732666 Iteration: 11 || Clusters count: 1 || Log posterior: -233280.97548629093 || Iter Time:0.006044149398803711 || Total time:16.62442421913147 Iteration: 12 || Clusters count: 1 || Log posterior: -233280.97548629093 || Iter Time:0.10281991958618164 || Total time:16.72724413871765 Iteration: 13 || Clusters count: 2 || Log posterior: -232968.29484059906 || Iter Time:3.7851150035858154 || Total time:20.512359142303467 Iteration: 14 || Clusters count: 2 || Log posterior: -232959.54610389017 || Iter Time:0.006198883056640625 || Total time:20.518558025360107 Iteration: 15 || Clusters count: 2 || Log posterior: -232971.2037257142 || Iter Time:0.0056078433990478516 || Total time:20.524165868759155 Iteration: 16 || Clusters count: 2 || Log posterior: -232951.8443507142 || Iter Time:0.00584101676940918 || Total time:20.530006885528564 Iteration: 17 || Clusters count: 2 || Log posterior: -232944.78696230048 || Iter Time:0.005636930465698242 || Total time:20.535643815994263 Iteration: 18 || Clusters count: 2 || Log posterior: -232940.8600003475 || Iter Time:0.00606083869934082 || Total time:20.541704654693604 Iteration: 19 || Clusters count: 2 || Log posterior: -232943.16624889307 || Iter Time:0.005922794342041016 || Total time:20.547627449035645 Iteration: 20 || Clusters count: 2 || Log posterior: -232853.5502542767 || Iter Time:3.439523935317993 || Total time:23.987151384353638 Loading and distributing data: 0.000880 seconds (126 allocations: 395.867 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233063.3770720336 || Iter Time:0.029952049255371094 || Total time:24.01710343360901 Iteration: 22 || Clusters count: 2 || Log posterior: -233036.50682801823 || Iter Time:0.005618095397949219 || Total time:24.022721529006958 Iteration: 23 || Clusters count: 2 || Log posterior: -233031.4433341736 || Iter Time:0.005692005157470703 || Total time:24.02841353416443 Iteration: 24 || Clusters count: 2 || Log posterior: -233008.69173470116 || Iter Time:0.005528926849365234 || Total time:24.033942461013794 Iteration: 25 || Clusters count: 2 || Log posterior: -233035.9433341736 || Iter Time:0.005622148513793945 || Total time:24.039564609527588 Iteration: 26 || Clusters count: 2 || Log posterior: -233004.44594054314 || Iter Time:0.0056459903717041016 || Total time:24.045210599899292 Iteration: 27 || Clusters count: 2 || Log posterior: -233012.61431112394 || Iter Time:0.005508899688720703 || Total time:24.050719499588013 Iteration: 28 || Clusters count: 3 || Log posterior: -232596.17796435402 || Iter Time:0.007042884826660156 || Total time:24.057762384414673 Iteration: 29 || Clusters count: 3 || Log posterior: -232504.95694426142 || Iter Time:0.005952119827270508 || Total time:24.063714504241943 Iteration: 30 || Clusters count: 3 || Log posterior: -232480.4299703725 || Iter Time:0.0057849884033203125 || Total time:24.069499492645264 Iteration: 31 || Clusters count: 3 || Log posterior: -232463.45270379382 || Iter Time:0.0059740543365478516 || Total time:24.07547354698181 Iteration: 32 || Clusters count: 3 || Log posterior: -232440.76852577733 || Iter Time:0.0058460235595703125 || Total time:24.081319570541382 Iteration: 33 || Clusters count: 3 || Log posterior: -232432.118106471 || Iter Time:0.005922079086303711 || Total time:24.087241649627686 Iteration: 34 || Clusters count: 3 || Log posterior: -232383.15096958756 || Iter Time:0.005774974822998047 || Total time:24.093016624450684 Iteration: 35 || Clusters count: 3 || Log posterior: -232306.6666535642 || Iter Time:0.005811929702758789 || Total time:24.098828554153442 Iteration: 36 || Clusters count: 3 || Log posterior: -232244.0281052044 || Iter Time:0.05323004722595215 || Total time:24.152058601379395 Iteration: 37 || Clusters count: 3 || Log posterior: -232189.33561316886 || Iter Time:0.00589299201965332 || Total time:24.157951593399048 Iteration: 38 || Clusters count: 3 || Log posterior: -232166.6219853979 || Iter Time:0.0058100223541259766 || Total time:24.163761615753174 Iteration: 39 || Clusters count: 3 || Log posterior: -232110.06400298496 || Iter Time:0.0058879852294921875 || Total time:24.169649600982666 Iteration: 40 || Clusters count: 3 || Log posterior: -232102.9621597688 || Iter Time:0.0058438777923583984 || Total time:24.175493478775024 Iteration: 41 || Clusters count: 3 || Log posterior: -232085.6551360831 || Iter Time:0.005749940872192383 || Total time:24.181243419647217 Loading and distributing data: 0.000796 seconds (126 allocations: 395.867 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262125.51991016004 || Iter Time:0.006417036056518555 || Total time:24.187660455703735 Iteration: 43 || Clusters count: 4 || Log posterior: -261638.87181027228 || Iter Time:0.0072650909423828125 || Total time:24.194925546646118 Iteration: 44 || Clusters count: 4 || Log posterior: -261589.8469912175 || Iter Time:0.0065538883209228516 || Total time:24.20147943496704 Iteration: 45 || Clusters count: 4 || Log posterior: -261581.65002512996 || Iter Time:0.006394147872924805 || Total time:24.207873582839966 Iteration: 46 || Clusters count: 4 || Log posterior: -261567.58200054275 || Iter Time:0.006382942199707031 || Total time:24.214256525039673 Iteration: 47 || Clusters count: 4 || Log posterior: -261575.45270262938 || Iter Time:0.00636601448059082 || Total time:24.220622539520264 Iteration: 48 || Clusters count: 4 || Log posterior: -261578.1958161637 || Iter Time:0.006404876708984375 || Total time:24.227027416229248 Iteration: 49 || Clusters count: 4 || Log posterior: -261570.7077321029 || Iter Time:0.006384134292602539 || Total time:24.23341155052185 Iteration: 50 || Clusters count: 4 || Log posterior: -261576.25634088644 || Iter Time:0.006196022033691406 || Total time:24.239607572555542 Iteration: 51 || Clusters count: 4 || Log posterior: -261580.61944968725 || Iter Time:0.006558895111083984 || Total time:24.246166467666626 Iteration: 52 || Clusters count: 4 || Log posterior: -261579.1897598251 || Iter Time:0.006502866744995117 || Total time:24.25266933441162 Iteration: 53 || Clusters count: 4 || Log posterior: -261583.93359474154 || Iter Time:0.006475925445556641 || Total time:24.259145259857178 Iteration: 54 || Clusters count: 4 || Log posterior: -261589.63336580415 || Iter Time:0.006318092346191406 || Total time:24.26546335220337 Iteration: 55 || Clusters count: 4 || Log posterior: -261577.05387907923 || Iter Time:0.006493091583251953 || Total time:24.27195644378662 Iteration: 56 || Clusters count: 5 || Log posterior: -261398.42285250349 || Iter Time:0.008899211883544922 || Total time:24.280855655670166 Iteration: 57 || Clusters count: 5 || Log posterior: -261362.24299558715 || Iter Time:0.007211208343505859 || Total time:24.288066864013672 Iteration: 58 || Clusters count: 6 || Log posterior: -261003.5621934223 || Iter Time:0.9018361568450928 || Total time:25.189903020858765 Iteration: 59 || Clusters count: 6 || Log posterior: -260932.5476084247 || Iter Time:0.008727073669433594 || Total time:25.1986300945282 Iteration: 60 || Clusters count: 6 || Log posterior: -260917.29588756085 || Iter Time:0.007712125778198242 || Total time:25.206342220306396 Iteration: 61 || Clusters count: 6 || Log posterior: -260912.7497688946 || Iter Time:0.0075800418853759766 || Total time:25.213922262191772 Iteration: 62 || Clusters count: 6 || Log posterior: -260835.15343607613 || Iter Time:0.007324934005737305 || Total time:25.22124719619751 Loading and distributing data: 0.000956 seconds (126 allocations: 395.867 KiB) Iteration: 63 || Clusters count: 6 || Log posterior: -261153.2344279734 || Iter Time:0.007752895355224609 || Total time:25.229000091552734 Iteration: 64 || Clusters count: 6 || Log posterior: -261092.25692651342 || Iter Time:0.007775783538818359 || Total time:25.236775875091553 Iteration: 65 || Clusters count: 6 || Log posterior: -261098.6895731579 || Iter Time:0.007504940032958984 || Total time:25.24428081512451 Iteration: 66 || Clusters count: 6 || Log posterior: -261078.0776135529 || Iter Time:0.007714986801147461 || Total time:25.25199580192566 Iteration: 67 || Clusters count: 6 || Log posterior: -261074.5180967693 || Iter Time:0.007539987564086914 || Total time:25.259535789489746 Iteration: 68 || Clusters count: 6 || Log posterior: -261058.90286175467 || Iter Time:0.00755000114440918 || Total time:25.267085790634155 Iteration: 69 || Clusters count: 6 || Log posterior: -261058.768483127 || Iter Time:0.007467985153198242 || Total time:25.274553775787354 Iteration: 70 || Clusters count: 6 || Log posterior: -261054.6061909198 || Iter Time:0.007520914077758789 || Total time:25.282074689865112 Iteration: 71 || Clusters count: 7 || Log posterior: -260880.86406962224 || Iter Time:0.009333133697509766 || Total time:25.291407823562622 Iteration: 72 || Clusters count: 8 || Log posterior: -260639.45323445997 || Iter Time:0.00955820083618164 || Total time:25.300966024398804 Iteration: 73 || Clusters count: 8 || Log posterior: -260491.54073469166 || Iter Time:0.008476972579956055 || Total time:25.30944299697876 Iteration: 74 || Clusters count: 8 || Log posterior: -260446.94290309437 || Iter Time:0.00885319709777832 || Total time:25.318296194076538 Iteration: 75 || Clusters count: 8 || Log posterior: -260449.35542137208 || Iter Time:0.008924007415771484 || Total time:25.32722020149231 Iteration: 76 || Clusters count: 8 || Log posterior: -260435.2002560357 || Iter Time:0.06959700584411621 || Total time:25.396817207336426 Iteration: 77 || Clusters count: 8 || Log posterior: -260424.20042822955 || Iter Time:0.008826971054077148 || Total time:25.405644178390503 Iteration: 78 || Clusters count: 8 || Log posterior: -260428.28552612662 || Iter Time:0.00868082046508789 || Total time:25.41432499885559 Iteration: 79 || Clusters count: 8 || Log posterior: -260408.68219293223 || Iter Time:0.008730888366699219 || Total time:25.42305588722229 Iteration: 80 || Clusters count: 8 || Log posterior: -260381.28559481102 || Iter Time:0.008589982986450195 || Total time:25.43164587020874 Iteration: 81 || Clusters count: 8 || Log posterior: -260400.8216156434 || Iter Time:0.008816957473754883 || Total time:25.440462827682495 Iteration: 82 || Clusters count: 8 || Log posterior: -260388.24498417316 || Iter Time:0.009441852569580078 || Total time:25.449904680252075 Iteration: 83 || Clusters count: 8 || Log posterior: -260323.06287307112 || Iter Time:0.009011030197143555 || Total time:25.45891571044922 Loading and distributing data: 0.000827 seconds (126 allocations: 395.867 KiB) Iteration: 84 || Clusters count: 8 || Log posterior: -260185.27179901008 || Iter Time:0.00911092758178711 || Total time:25.468026638031006 Iteration: 85 || Clusters count: 8 || Log posterior: -260177.17043415006 || Iter Time:0.00879979133605957 || Total time:25.476826429367065 Iteration: 86 || Clusters count: 9 || Log posterior: -259849.7407809966 || Iter Time:0.01037907600402832 || Total time:25.487205505371094 Iteration: 87 || Clusters count: 11 || Log posterior: -259264.9621532145 || Iter Time:0.011494874954223633 || Total time:25.498700380325317 Iteration: 88 || Clusters count: 11 || Log posterior: -259159.99313741978 || Iter Time:0.023054122924804688 || Total time:25.521754503250122 Iteration: 89 || Clusters count: 11 || Log posterior: -259132.667322723 || Iter Time:0.010154962539672852 || 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time:25.70656728744507 Iteration: 104 || Clusters count: 12 || Log posterior: -258816.6349009176 || Iter Time:0.019192934036254883 || Total time:25.725760221481323 Loading and distributing data: 0.000956 seconds (126 allocations: 395.867 KiB) Iteration: 105 || Clusters count: 14 || Log posterior: -258243.8352013766 || Iter Time:0.014891862869262695 || Total time:25.740652084350586 Iteration: 106 || Clusters count: 14 || Log posterior: -257994.50790338436 || Iter Time:0.013752937316894531 || Total time:25.75440502166748 Iteration: 107 || Clusters count: 14 || Log posterior: -257942.17105060356 || Iter Time:0.013667106628417969 || Total time:25.7680721282959 Iteration: 108 || Clusters count: 14 || Log posterior: -257934.60695021745 || Iter Time:0.013664960861206055 || Total time:25.781737089157104 Iteration: 109 || Clusters count: 14 || Log posterior: -257931.14040881523 || Iter Time:0.013731002807617188 || Total time:25.79546809196472 Iteration: 110 || Clusters count: 14 || Log posterior: -257931.072122121 || Iter Time:0.013515949249267578 || Total time:25.80898404121399 Iteration: 111 || Clusters count: 14 || Log posterior: -257926.72843129147 || Iter Time:0.013995885848999023 || Total time:25.82297992706299 Iteration: 112 || Clusters count: 14 || Log posterior: -257928.65038593157 || Iter Time:0.019199132919311523 || Total time:25.8421790599823 Iteration: 113 || Clusters count: 14 || Log posterior: -257939.99259023182 || Iter Time:0.013664007186889648 || Total time:25.85584306716919 Iteration: 114 || Clusters count: 16 || Log posterior: -257594.1422244551 || Iter Time:0.01710200309753418 || Total time:25.872945070266724 Iteration: 115 || Clusters count: 16 || Log posterior: -257479.70697189053 || Iter Time:0.01405191421508789 || Total time:25.88699698448181 Iteration: 116 || Clusters count: 16 || Log posterior: -257470.5081747249 || Iter Time:0.013117074966430664 || Total time:25.900114059448242 Iteration: 117 || Clusters count: 16 || Log posterior: -257445.95077263966 || Iter Time:0.017866134643554688 || Total time:25.917980194091797 Iteration: 118 || Clusters count: 17 || Log posterior: -256988.98548709953 || Iter Time:0.015439033508300781 || Total time:25.933419227600098 Iteration: 119 || Clusters count: 17 || Log posterior: -256911.51138787356 || Iter Time:0.014288902282714844 || Total time:25.947708129882812 Iteration: 120 || Clusters count: 17 || Log posterior: -256885.83927557713 || Iter Time:0.01621079444885254 || Total time:25.963918924331665 Iteration: 121 || Clusters count: 17 || Log posterior: -256880.06206195633 || Iter Time:0.0205991268157959 || Total time:25.98451805114746 Iteration: 122 || Clusters count: 17 || Log posterior: -256885.13152703017 || Iter Time:0.016113996505737305 || Total time:26.0006320476532 Iteration: 123 || Clusters count: 17 || Log posterior: -256886.7762135617 || Iter Time:0.016350984573364258 || Total time:26.016983032226562 Iteration: 124 || Clusters count: 17 || Log posterior: -256889.8824405051 || Iter Time:0.016278982162475586 || Total time:26.033262014389038 Iteration: 125 || Clusters count: 17 || Log posterior: -256874.1025561167 || Iter Time:0.01849508285522461 || Total time:26.051757097244263 Loading and distributing data: 0.000814 seconds (126 allocations: 395.867 KiB) Iteration: 126 || Clusters count: 17 || Log posterior: -256720.20854726143 || Iter Time:0.016206979751586914 || Total time:26.06796407699585 Iteration: 127 || Clusters count: 17 || Log posterior: -256672.87562765967 || Iter Time:0.015390872955322266 || Total time:26.083354949951172 Iteration: 128 || Clusters count: 17 || Log posterior: -256680.04721022185 || Iter Time:0.015201091766357422 || Total time:26.09855604171753 Iteration: 129 || Clusters count: 18 || Log posterior: -256150.25184821265 || Iter Time:0.021920204162597656 || Total time:26.120476245880127 Iteration: 130 || Clusters count: 18 || Log posterior: -256146.3910596828 || Iter Time:0.01745915412902832 || Total 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time:26.437944650650024 Iteration: 145 || Clusters count: 19 || Log posterior: -255868.68890058194 || Iter Time:0.029118061065673828 || Total time:26.4670627117157 Iteration: 146 || Clusters count: 19 || Log posterior: -255859.24049173258 || Iter Time:0.021954059600830078 || Total time:26.48901677131653 Loading and distributing data: 0.000735 seconds (126 allocations: 395.867 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255413.94112890653 || Iter Time:0.02215886116027832 || Total time:26.511175632476807 Iteration: 148 || Clusters count: 20 || Log posterior: -255333.93679325393 || Iter Time:0.024719953536987305 || Total time:26.535895586013794 Iteration: 149 || Clusters count: 20 || Log posterior: -255335.00465386934 || Iter Time:0.01998305320739746 || Total time:26.55587863922119 Iteration: 150 || Clusters count: 20 || Log posterior: -255342.6099794356 || Iter Time:0.019329071044921875 || Total time:26.575207710266113 Iteration: 151 || Clusters count: 20 || Log posterior: -255337.7384020404 || Iter Time:0.023229122161865234 || Total time:26.59843683242798 Iteration: 152 || Clusters count: 20 || Log posterior: -255336.11524351075 || Iter Time:0.019772052764892578 || Total time:26.61820888519287 Iteration: 153 || Clusters count: 20 || Log posterior: -255337.40880298582 || Iter Time:0.020235776901245117 || Total time:26.638444662094116 Iteration: 154 || Clusters count: 20 || Log posterior: -255335.52418277648 || Iter Time:0.023953914642333984 || Total time:26.66239857673645 Iteration: 155 || Clusters count: 20 || Log posterior: -255331.95051820725 || Iter Time:0.01970195770263672 || Total time:26.682100534439087 Iteration: 156 || Clusters count: 20 || Log posterior: -255332.6977499386 || Iter Time:0.019781112670898438 || Total time:26.701881647109985 Iteration: 157 || Clusters count: 20 || Log posterior: -255337.7757299499 || Iter Time:0.02338409423828125 || Total time:26.725265741348267 Iteration: 158 || Clusters count: 20 || Log posterior: 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-255337.24287558437 || Iter Time:0.03265094757080078 || Total time:26.938715934753418 Iteration: 166 || Clusters count: 20 || Log posterior: -255342.19000442352 || Iter Time:0.03322601318359375 || Total time:26.97194194793701 Iteration: 167 || Clusters count: 20 || Log posterior: -255336.4742476979 || Iter Time:0.02507495880126953 || Total time:26.99701690673828 Loading and distributing data: 0.000819 seconds (126 allocations: 395.867 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255727.57925243324 || Iter Time:0.03224992752075195 || Total time:27.029266834259033 Iteration: 169 || Clusters count: 20 || Log posterior: -255728.5088938298 || Iter Time:0.028043031692504883 || Total time:27.057309865951538 Iteration: 170 || Clusters count: 20 || Log posterior: -255726.779100519 || Iter Time:0.02744889259338379 || Total time:27.084758758544922 Iteration: 171 || Clusters count: 20 || Log posterior: -255720.11822976224 || Iter Time:0.029679059982299805 || Total 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time:27.530268907546997 Iteration: 186 || Clusters count: 20 || Log posterior: -255718.19083402358 || Iter Time:0.03208017349243164 || Total time:27.56234908103943 Iteration: 187 || Clusters count: 20 || Log posterior: -255717.63725722785 || Iter Time:0.027558088302612305 || Total time:27.58990716934204 Iteration: 188 || Clusters count: 20 || Log posterior: -255717.63725722785 || Iter Time:0.03049302101135254 || Total time:27.620400190353394 Loading and distributing data: 0.000799 seconds (126 allocations: 395.867 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255649.53460582934 || Iter Time:0.027409076690673828 || Total time:27.647809267044067 Iteration: 190 || Clusters count: 20 || Log posterior: -255592.05896421507 || Iter Time:0.026423215866088867 || Total time:27.674232482910156 Iteration: 191 || Clusters count: 20 || Log posterior: -255584.8973230659 || Iter Time:0.03154921531677246 || Total time:27.70578169822693 Iteration: 192 || Clusters count: 20 || Log posterior: -255581.87211096394 || Iter Time:0.027385950088500977 || Total time:27.73316764831543 Iteration: 193 || Clusters count: 20 || Log posterior: -255593.7551283385 || Iter Time:0.025975942611694336 || Total time:27.759143590927124 Iteration: 194 || Clusters count: 20 || Log posterior: -255585.99915022336 || Iter Time:0.03058600425720215 || Total time:27.789729595184326 Iteration: 195 || Clusters count: 20 || Log posterior: -255584.47027587437 || Iter Time:0.02616095542907715 || Total time:27.815890550613403 Iteration: 196 || Clusters count: 20 || Log posterior: -255585.10317366474 || Iter Time:0.0296170711517334 || Total time:27.845507621765137 Iteration: 197 || Clusters count: 20 || Log posterior: -255597.07235055906 || Iter Time:0.02632617950439453 || Total time:27.87183380126953 Iteration: 198 || Clusters count: 20 || Log posterior: -255587.9720291546 || Iter Time:0.026196002960205078 || Total time:27.898029804229736 Iteration: 199 || Clusters count: 20 || Log posterior: -255588.3921424082 || Iter Time:0.030769824981689453 || Total time:27.928799629211426 Iteration: 200 || Clusters count: 20 || Log posterior: -255585.4705843094 || Iter Time:0.025706052780151367 || Total time:27.954505681991577 Iteration: 201 || Clusters count: 20 || Log posterior: -255582.55127135856 || Iter Time:0.029343128204345703 || Total time:27.983848810195923 Iteration: 202 || Clusters count: 20 || Log posterior: -255580.5646327023 || Iter Time:0.021394968032836914 || Total time:28.00524377822876 Iteration: 203 || Clusters count: 20 || Log posterior: -255595.54554781437 || Iter Time:0.0231320858001709 || Total time:28.02837586402893 Iteration: 204 || Clusters count: 20 || Log posterior: -255583.49775531777 || Iter Time:0.021769046783447266 || Total time:28.050144910812378 Iteration: 205 || Clusters count: 20 || Log posterior: -255583.27316150663 || Iter Time:0.019593000411987305 || Total time:28.069737911224365 Iteration: 206 || Clusters count: 20 || Log posterior: -255591.4312119308 || Iter Time:0.01962900161743164 || Total time:28.089366912841797 Iteration: 207 || Clusters count: 20 || Log posterior: -255491.3663330088 || Iter Time:0.023612022399902344 || Total time:28.1129789352417 Iteration: 208 || Clusters count: 20 || Log posterior: -255491.84496653304 || Iter Time:0.026009082794189453 || Total time:28.13898801803589 Iteration: 209 || Clusters count: 20 || Log posterior: -255491.84496653304 || Iter Time:0.027920007705688477 || Total time:28.166908025741577 NMI: 0.736786552923071 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m27.0s [27745, 3390, 19971, 67493, 13409, 18851, 48371, 93460, 59652, 24490, 79117, 7885, 129895, 81091, 59146, 30952, 20273, 30345, 29878, 154586] Loading and distributing data: 0.000179 seconds (126 allocations: 13.086 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6973.902270766184 || Iter Time:4.699091911315918 || Total time:4.699091911315918 Iteration: 1 || Clusters count: 1 || Log posterior: -6973.902270766184 || Iter Time:0.002068042755126953 || Total time:4.701159954071045 Iteration: 2 || Clusters count: 1 || Log posterior: -6973.902270766184 || Iter Time:0.00191497802734375 || Total time:4.703074932098389 Iteration: 3 || Clusters count: 1 || Log posterior: -6973.902270766184 || Iter Time:0.0016090869903564453 || Total time:4.704684019088745 Iteration: 4 || Clusters count: 1 || Log posterior: -6973.902270766184 || Iter Time:0.001516103744506836 || Total time:4.706200122833252 Iteration: 5 || Clusters count: 1 || Log posterior: -6973.902270766184 || Iter Time:0.0015039443969726562 || Total time:4.707704067230225 Iteration: 6 || Clusters count: 1 || Log posterior: -6973.902270766184 || Iter Time:0.0014979839324951172 || Total time:4.70920205116272 Iteration: 7 || Clusters count: 1 || Log posterior: -6973.902270766184 || Iter Time:0.0014247894287109375 || Total time:4.710626840591431 Iteration: 8 || Clusters count: 2 || Log posterior: -6951.845590061262 || Iter Time:0.14187908172607422 || Total time:4.852505922317505 Iteration: 9 || Clusters count: 2 || Log posterior: -6903.309598111215 || Iter Time:0.0019500255584716797 || Total time:4.854455947875977 Iteration: 10 || Clusters count: 2 || Log posterior: -6897.268907769216 || Iter Time:0.0018570423126220703 || Total time:4.856312990188599 Iteration: 11 || Clusters count: 2 || Log posterior: -6873.641105435398 || Iter Time:0.0017609596252441406 || Total time:4.858073949813843 Iteration: 12 || Clusters count: 2 || Log posterior: -6840.076975254829 || Iter Time:0.00164794921875 || Total time:4.859721899032593 Iteration: 13 || Clusters count: 2 || Log posterior: -6865.676776113163 || Iter Time:0.0016741752624511719 || Total time:4.861396074295044 Iteration: 14 || Clusters count: 2 || Log posterior: -6864.00911803399 || Iter Time:0.0018091201782226562 || Total time:4.863205194473267 Iteration: 15 || Clusters count: 2 || Log posterior: -6857.699960551994 || 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Total time:4.974552631378174 Iteration: 30 || Clusters count: 3 || Log posterior: -6311.872708800078 || Iter Time:1.1164710521697998 || Total time:6.091023683547974 true [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 2, 1, 1, 2, 1, 2, 2, 1, 2, 1, 1, 2, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 2, 1, 1, 2, 1, 2, 2, 1, 2, 1, 1, 2, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] Loading and distributing data: 0.000206 seconds (126 allocations: 13.055 KiB) Iteration: 31 || Clusters count: 4 || Log posterior: -6190.473733555569 || Iter Time:0.028216838836669922 || Total time:6.1192405223846436 Iteration: 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|| Clusters count: 5 || Log posterior: -5087.720463696272 || Iter Time:0.0038869380950927734 || Total time:6.16972541809082 Iteration: 44 || Clusters count: 5 || Log posterior: -5070.216132424173 || Iter Time:0.005866050720214844 || Total time:6.175591468811035 Loading and distributing data: 0.000119 seconds (126 allocations: 13.055 KiB) Iteration: 45 || Clusters count: 5 || Log posterior: -5133.2173190047015 || Iter Time:0.004266023635864258 || Total time:6.179857492446899 Iteration: 46 || Clusters count: 5 || Log posterior: -5107.922175012405 || Iter Time:0.0059969425201416016 || Total time:6.185854434967041 Loading and distributing data: 0.000112 seconds (126 allocations: 13.055 KiB) Iteration: 47 || Clusters count: 5 || Log posterior: -5111.590896862611 || Iter Time:0.004270076751708984 || Total time:6.19012451171875 Iteration: 48 || Clusters count: 5 || Log posterior: -5098.747568476812 || Iter Time:0.005778074264526367 || Total time:6.195902585983276 Loading and distributing 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Iteration: 653 || Clusters count: 6 || Log posterior: -5117.8212096789175 || Iter Time:0.005298137664794922 || Total time:10.56136417388916 Iteration: 654 || Clusters count: 6 || Log posterior: -5084.413780274797 || Iter Time:0.007161140441894531 || Total time:10.568525314331055 Loading and distributing data: 0.000127 seconds (127 allocations: 13.070 KiB) Iteration: 655 || Clusters count: 6 || Log posterior: -5115.077166300394 || Iter Time:0.00558018684387207 || Total time:10.574105501174927 Iteration: 656 || Clusters count: 6 || Log posterior: -5088.031691905591 || Iter Time:0.007228851318359375 || Total time:10.581334352493286 Loading and distributing data: 0.000124 seconds (127 allocations: 13.070 KiB) Iteration: 657 || Clusters count: 6 || Log posterior: -5059.973658718427 || Iter Time:0.004978179931640625 || Total time:10.586312532424927 Iteration: 658 || Clusters count: 6 || Log posterior: -5050.197444951118 || Iter Time:0.007112979888916016 || Total time:10.593425512313843 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|| Log posterior: -5092.500765149514 || Iter Time:0.007834911346435547 || Total time:11.017619132995605 Loading and distributing data: 0.000130 seconds (127 allocations: 13.070 KiB) Iteration: 721 || Clusters count: 6 || Log posterior: -5097.882486141885 || Iter Time:0.005429983139038086 || Total time:11.023049116134644 Iteration: 722 || Clusters count: 6 || Log posterior: -5086.033881932721 || Iter Time:0.007376909255981445 || Total time:11.030426025390625 Loading and distributing data: 0.000124 seconds (127 allocations: 13.070 KiB) Iteration: 723 || Clusters count: 6 || Log posterior: -5086.7575442615525 || Iter Time:0.0053119659423828125 || Total time:11.035737991333008 Iteration: 724 || Clusters count: 6 || Log posterior: -5056.194889076987 || Iter Time:0.00716400146484375 || Total time:11.042901992797852 Loading and distributing data: 0.000124 seconds (127 allocations: 13.070 KiB) Iteration: 725 || Clusters count: 6 || Log posterior: -5092.917842290384 || Iter 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Iteration: 731 || Clusters count: 6 || Log posterior: -5067.866311013358 || Iter Time:0.005823850631713867 || Total time:11.086718559265137 Iteration: 732 || Clusters count: 6 || Log posterior: -5055.103436644928 || Iter Time:0.007750034332275391 || Total time:11.094468593597412 Loading and distributing data: 0.000134 seconds (127 allocations: 13.070 KiB) Iteration: 733 || Clusters count: 6 || Log posterior: -5065.19545022634 || Iter Time:0.0056629180908203125 || Total time:11.100131511688232 Iteration: 734 || Clusters count: 6 || Log posterior: -5042.831863684702 || Iter Time:0.007802009582519531 || Total time:11.107933521270752 Loading and distributing data: 0.000128 seconds (127 allocations: 13.070 KiB) Iteration: 735 || Clusters count: 6 || Log posterior: -5069.8932037898685 || Iter Time:0.0050351619720458984 || Total time:11.112968683242798 Iteration: 736 || Clusters count: 6 || Log posterior: -5044.4219310252665 || Iter Time:0.006958961486816406 || Total time:11.119927644729614 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Iteration: 1015 || Clusters count: 6 || Log posterior: -5079.728307678176 || Iter Time:0.006009101867675781 || Total time:13.003745555877686 Iteration: 1016 || Clusters count: 6 || Log posterior: -5055.934113491479 || Iter Time:0.007195949554443359 || Total time:13.010941505432129 Loading and distributing data: 0.000130 seconds (127 allocations: 13.070 KiB) Iteration: 1017 || Clusters count: 6 || Log posterior: -5105.277008235785 || Iter Time:0.005291938781738281 || Total time:13.016233444213867 Iteration: 1018 || Clusters count: 6 || Log posterior: -5045.86379044098 || Iter Time:0.006810188293457031 || Total time:13.023043632507324 Loading and distributing data: 0.000123 seconds (127 allocations: 13.070 KiB) Iteration: 1019 || Clusters count: 6 || Log posterior: -5024.96507494725 || Iter Time:0.0062830448150634766 || Total time:13.029326677322388 Iteration: 1020 || Clusters count: 6 || Log posterior: -5016.35817655111 || Iter Time:0.00736689567565918 || Total time:13.036693572998047 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Iteration: 1159 || Clusters count: 6 || Log posterior: -5094.412413015431 || Iter Time:0.027425050735473633 || Total time:14.122901439666748 Iteration: 1160 || Clusters count: 6 || Log posterior: -5075.320029537712 || Iter Time:0.007722139358520508 || Total time:14.130623579025269 Loading and distributing data: 0.000128 seconds (127 allocations: 13.070 KiB) Iteration: 1161 || Clusters count: 6 || Log posterior: -5079.589012625719 || Iter Time:0.0054759979248046875 || Total time:14.136099576950073 Iteration: 1162 || Clusters count: 6 || Log posterior: -5067.871633918214 || Iter Time:0.007704019546508789 || Total time:14.143803596496582 Loading and distributing data: 0.000127 seconds (127 allocations: 13.070 KiB) Iteration: 1163 || Clusters count: 6 || Log posterior: -5110.841403155604 || Iter Time:0.005806922912597656 || Total time:14.14961051940918 Iteration: 1164 || Clusters count: 6 || Log posterior: -5086.738550041808 || Iter Time:0.00846719741821289 || Total time:14.158077716827393 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|| Log posterior: -4379.475660494381 || Iter Time:0.010761022567749023 || Total time:14.555625438690186 Loading and distributing data: 0.000145 seconds (127 allocations: 13.070 KiB) Iteration: 1221 || Clusters count: 9 || Log posterior: -4385.92882096809 || Iter Time:0.009430885314941406 || Total time:14.565056324005127 Iteration: 1222 || Clusters count: 9 || Log posterior: -4344.405767793446 || Iter Time:0.01246786117553711 || Total time:14.577524185180664 Loading and distributing data: 0.000146 seconds (127 allocations: 13.070 KiB) Iteration: 1223 || Clusters count: 9 || Log posterior: -4427.080956206583 || Iter Time:0.034075021743774414 || Total time:14.611599206924438 Iteration: 1224 || Clusters count: 9 || Log posterior: -4358.723610483464 || Iter Time:0.012158870697021484 || Total time:14.62375807762146 Loading and distributing data: 0.000130 seconds (127 allocations: 13.070 KiB) Iteration: 1225 || Clusters count: 9 || Log posterior: -4386.53267139805 || Iter 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Iteration: 1231 || Clusters count: 9 || Log posterior: -4402.353823422101 || Iter Time:0.008352994918823242 || Total time:14.691087245941162 Iteration: 1232 || Clusters count: 9 || Log posterior: -4376.515773183419 || Iter Time:0.011192083358764648 || Total time:14.702279329299927 Loading and distributing data: 0.000122 seconds (127 allocations: 13.070 KiB) Iteration: 1233 || Clusters count: 9 || Log posterior: -4376.610478291169 || Iter Time:0.009131908416748047 || Total time:14.711411237716675 Iteration: 1234 || Clusters count: 9 || Log posterior: -4342.60730281704 || Iter Time:0.01101994514465332 || Total time:14.722431182861328 Loading and distributing data: 0.000134 seconds (127 allocations: 13.070 KiB) Iteration: 1235 || Clusters count: 10 || Log posterior: -4359.1797290904815 || Iter Time:0.009268045425415039 || Total time:14.731699228286743 Iteration: 1236 || Clusters count: 10 || Log posterior: -4300.721964147987 || Iter Time:0.011350870132446289 || Total 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Iteration: 1253 || Clusters count: 12 || Log posterior: -4232.856640892147 || Iter Time:0.012852907180786133 || Total time:14.928256034851074 Iteration: 1254 || Clusters count: 12 || Log posterior: -4121.766193085258 || Iter Time:0.01578497886657715 || Total time:14.944041013717651 Loading and distributing data: 0.000140 seconds (127 allocations: 13.070 KiB) Iteration: 1255 || Clusters count: 12 || Log posterior: -4231.662054932135 || Iter Time:0.01312708854675293 || Total time:14.957168102264404 Iteration: 1256 || Clusters count: 12 || Log posterior: -4170.442989555457 || Iter Time:0.01729893684387207 || Total time:14.974467039108276 Loading and distributing data: 0.000130 seconds (127 allocations: 13.070 KiB) Iteration: 1257 || Clusters count: 12 || Log posterior: -4266.372523804739 || Iter Time:0.012678861618041992 || Total time:14.987145900726318 Iteration: 1258 || Clusters count: 12 || Log posterior: -4168.323364641086 || Iter Time:0.01618194580078125 || Total 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Iteration: 1319 || Clusters count: 16 || Log posterior: -3861.591213553887 || Iter Time:0.016997098922729492 || Total time:16.170533895492554 Iteration: 1320 || Clusters count: 16 || Log posterior: -3818.68773450961 || Iter Time:0.02132892608642578 || Total time:16.19186282157898 Loading and distributing data: 0.000130 seconds (127 allocations: 13.070 KiB) Iteration: 1321 || Clusters count: 16 || Log posterior: -3850.7256178878706 || Iter Time:0.0185239315032959 || Total time:16.210386753082275 Iteration: 1322 || Clusters count: 16 || Log posterior: -3836.562511151951 || Iter Time:0.023519039154052734 || Total time:16.233905792236328 Loading and distributing data: 0.000141 seconds (127 allocations: 13.070 KiB) Iteration: 1323 || Clusters count: 16 || Log posterior: -3943.201850335834 || Iter Time:0.020068883895874023 || Total time:16.253974676132202 Iteration: 1324 || Clusters count: 16 || Log posterior: -3886.3257835464797 || Iter Time:0.024145126342773438 || Total 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Iteration: 1363 || Clusters count: 16 || Log posterior: -3891.1509495885316 || Iter Time:0.018290996551513672 || Total time:17.11907458305359 Iteration: 1364 || Clusters count: 16 || Log posterior: -3866.0248795699854 || Iter Time:0.023546218872070312 || Total time:17.14262080192566 Loading and distributing data: 0.000130 seconds (127 allocations: 13.070 KiB) Iteration: 1365 || Clusters count: 16 || Log posterior: -3928.445263692162 || Iter Time:0.01915717124938965 || Total time:17.16177797317505 Iteration: 1366 || Clusters count: 16 || Log posterior: -3881.7708263273184 || Iter Time:0.022942066192626953 || Total time:17.184720039367676 Loading and distributing data: 0.000157 seconds (127 allocations: 13.070 KiB) Iteration: 1367 || Clusters count: 16 || Log posterior: -3908.0484858008917 || Iter Time:0.018852949142456055 || Total time:17.203572988510132 Iteration: 1368 || Clusters count: 16 || Log posterior: -3878.1097665495618 || Iter Time:0.02280116081237793 || Total 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16 || Log posterior: -3904.8710803514805 || Iter Time:0.024662017822265625 || Total time:17.352290391921997 Loading and distributing data: 0.000133 seconds (127 allocations: 13.070 KiB) Iteration: 1375 || Clusters count: 16 || Log posterior: -3935.8526847258045 || Iter Time:0.01911783218383789 || Total time:17.371408224105835 Iteration: 1376 || Clusters count: 16 || Log posterior: -3899.489698959452 || Iter Time:0.022201061248779297 || Total time:17.393609285354614 Loading and distributing data: 0.000126 seconds (127 allocations: 13.070 KiB) Iteration: 1377 || Clusters count: 16 || Log posterior: -3916.01017856423 || Iter Time:0.021851778030395508 || Total time:17.41546106338501 Iteration: 1378 || Clusters count: 16 || Log posterior: -3874.560195281117 || Iter Time:0.04267597198486328 || Total time:17.458137035369873 Loading and distributing data: 0.000138 seconds (127 allocations: 13.070 KiB) Iteration: 1379 || Clusters count: 16 || Log posterior: -3886.9947395738577 || Iter 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Iteration: 1385 || Clusters count: 16 || Log posterior: -3902.979182562783 || Iter Time:0.02006697654724121 || Total time:17.60196614265442 Iteration: 1386 || Clusters count: 16 || Log posterior: -3876.3648436606923 || Iter Time:0.024374961853027344 || Total time:17.626341104507446 Loading and distributing data: 0.000125 seconds (127 allocations: 13.070 KiB) Iteration: 1387 || Clusters count: 16 || Log posterior: -3901.2037243821187 || Iter Time:0.0182039737701416 || Total time:17.644545078277588 Iteration: 1388 || Clusters count: 16 || Log posterior: -3871.708632643953 || Iter Time:0.022938013076782227 || Total time:17.66748309135437 Loading and distributing data: 0.000129 seconds (127 allocations: 13.070 KiB) Iteration: 1389 || Clusters count: 16 || Log posterior: -3918.884341234088 || Iter Time:0.019559144973754883 || Total time:17.687042236328125 Iteration: 1390 || Clusters count: 16 || Log posterior: -3900.723155725977 || Iter Time:0.024507999420166016 || Total 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|| Log posterior: -3876.1159804216136 || Iter Time:0.0233309268951416 || Total time:17.839080572128296 Loading and distributing data: 0.000133 seconds (127 allocations: 13.070 KiB) Iteration: 1397 || Clusters count: 16 || Log posterior: -3926.191515457154 || Iter Time:0.01807093620300293 || Total time:17.8571515083313 Iteration: 1398 || Clusters count: 16 || Log posterior: -3890.956351655704 || Iter Time:0.021945953369140625 || Total time:17.87909746170044 Loading and distributing data: 0.000102 seconds (127 allocations: 13.070 KiB) Iteration: 1399 || Clusters count: 16 || Log posterior: -3989.4860645582216 || Iter Time:0.028156042098999023 || Total time:17.90725350379944 Iteration: 1400 || Clusters count: 16 || Log posterior: -3956.2934175786772 || Iter Time:0.014562845230102539 || Total time:17.92181634902954 Loading and distributing data: 0.000103 seconds (127 allocations: 13.070 KiB) Iteration: 1401 || Clusters count: 16 || Log posterior: -3942.4499899287157 || Iter 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Iteration: 1407 || Clusters count: 16 || Log posterior: -3918.0522637475983 || Iter Time:0.010047197341918945 || Total time:18.005200624465942 Iteration: 1408 || Clusters count: 16 || Log posterior: -3875.3558958288663 || Iter Time:0.013895034790039062 || Total time:18.01909565925598 Loading and distributing data: 0.000098 seconds (127 allocations: 13.070 KiB) Iteration: 1409 || Clusters count: 16 || Log posterior: -3887.4451707544113 || Iter Time:0.011219978332519531 || Total time:18.0303156375885 Iteration: 1410 || Clusters count: 16 || Log posterior: -3865.6933328783302 || Iter Time:0.014255046844482422 || Total time:18.044570684432983 Loading and distributing data: 0.000117 seconds (127 allocations: 13.070 KiB) Iteration: 1411 || Clusters count: 16 || Log posterior: -3936.4928692528074 || Iter Time:0.011260032653808594 || Total time:18.055830717086792 Iteration: 1412 || Clusters count: 16 || Log posterior: -3895.4772725337325 || Iter Time:0.015610933303833008 || Total 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|| Log posterior: -3917.5963093806167 || Iter Time:0.013540983200073242 || Total time:18.42805242538452 Loading and distributing data: 0.000109 seconds (127 allocations: 13.070 KiB) Iteration: 1441 || Clusters count: 16 || Log posterior: -3913.205339870307 || Iter Time:0.010604143142700195 || Total time:18.43865656852722 Iteration: 1442 || Clusters count: 16 || Log posterior: -3898.179570604295 || Iter Time:0.014426946640014648 || Total time:18.453083515167236 Loading and distributing data: 0.000168 seconds (127 allocations: 13.070 KiB) Iteration: 1443 || Clusters count: 16 || Log posterior: -3887.4448109148957 || Iter Time:0.010748863220214844 || Total time:18.46383237838745 Iteration: 1444 || Clusters count: 16 || Log posterior: -3849.5439931206092 || Iter Time:0.013463973999023438 || Total time:18.477296352386475 Loading and distributing data: 0.000114 seconds (127 allocations: 13.070 KiB) Iteration: 1445 || Clusters count: 16 || Log posterior: -3905.620346098988 || Iter 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Iteration: 1451 || Clusters count: 16 || Log posterior: -3947.829468885235 || Iter Time:0.01698613166809082 || Total time:18.59033751487732 Iteration: 1452 || Clusters count: 16 || Log posterior: -3919.112485006823 || Iter Time:0.02266407012939453 || Total time:18.613001585006714 Loading and distributing data: 0.000128 seconds (127 allocations: 13.070 KiB) Iteration: 1453 || Clusters count: 16 || Log posterior: -3932.0102553825413 || Iter Time:0.01399683952331543 || Total time:18.62699842453003 Iteration: 1454 || Clusters count: 16 || Log posterior: -3912.735288754338 || Iter Time:0.02486705780029297 || Total time:18.651865482330322 Loading and distributing data: 0.000151 seconds (127 allocations: 13.070 KiB) Iteration: 1455 || Clusters count: 16 || Log posterior: -3938.471790215584 || Iter Time:0.020492076873779297 || Total time:18.6723575592041 Iteration: 1456 || Clusters count: 16 || Log posterior: -3907.350970012837 || Iter Time:0.02155900001525879 || Total time:18.69391655921936 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-3871.989485775377 || Iter Time:0.02066183090209961 || Total time:18.80849528312683 Loading and distributing data: 0.000137 seconds (127 allocations: 13.070 KiB) Iteration: 1463 || Clusters count: 16 || Log posterior: -3886.4738598748054 || Iter Time:0.016842126846313477 || Total time:18.825337409973145 Iteration: 1464 || Clusters count: 16 || Log posterior: -3846.3315218368916 || Iter Time:0.04066205024719238 || Total time:18.865999460220337 Loading and distributing data: 0.000122 seconds (127 allocations: 13.070 KiB) Iteration: 1465 || Clusters count: 16 || Log posterior: -3898.598590581988 || Iter Time:0.016898155212402344 || Total time:18.88289761543274 Iteration: 1466 || Clusters count: 16 || Log posterior: -3866.755327453502 || Iter Time:0.022505998611450195 || Total time:18.90540361404419 Loading and distributing data: 0.000129 seconds (127 allocations: 13.070 KiB) Iteration: 1467 || Clusters count: 16 || Log posterior: -3909.1452702074703 || Iter Time:0.01791214942932129 || 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Iteration: 1534 || Clusters count: 16 || Log posterior: -3847.3749166393623 || Iter Time:0.023235082626342773 || Total time:20.226077556610107 Loading and distributing data: 0.000121 seconds (127 allocations: 13.070 KiB) Iteration: 1535 || Clusters count: 16 || Log posterior: -3924.396353027129 || Iter Time:0.01839303970336914 || Total time:20.244470596313477 Iteration: 1536 || Clusters count: 16 || Log posterior: -3886.4718505637047 || Iter Time:0.0218050479888916 || Total time:20.266275644302368 Loading and distributing data: 0.000142 seconds (127 allocations: 13.070 KiB) Iteration: 1537 || Clusters count: 16 || Log posterior: -3939.8236117593638 || Iter Time:0.016952991485595703 || Total time:20.283228635787964 Iteration: 1538 || Clusters count: 16 || Log posterior: -3905.7693800793477 || Iter Time:0.02105093002319336 || Total time:20.304279565811157 Loading and distributing data: 0.000127 seconds (127 allocations: 13.070 KiB) Iteration: 1539 || Clusters count: 16 || Log posterior: -3928.4234275314293 || Iter Time:0.017998933792114258 || Total time:20.32227849960327 Iteration: 1540 || Clusters count: 16 || Log posterior: -3891.8861872214197 || Iter Time:0.02325296401977539 || Total time:20.345531463623047 Loading and distributing data: 0.000142 seconds (127 allocations: 13.070 KiB) Iteration: 1541 || Clusters count: 16 || Log posterior: -3921.989031716353 || Iter Time:0.018991947174072266 || Total time:20.36452341079712 Iteration: 1542 || Clusters count: 16 || Log posterior: -3880.1782498482735 || Iter Time:0.021679162979125977 || Total time:20.386202573776245 Loading and distributing data: 0.000131 seconds (137 allocations: 13.383 KiB) Iteration: 1543 || Clusters count: 16 || Log posterior: -3902.6288429485417 || Iter Time:0.01811695098876953 || Total time:20.404319524765015 Iteration: 1544 || Clusters count: 16 || Log posterior: -3875.61839231378 || Iter Time:0.022110939025878906 || Total time:20.426430463790894 Loading and distributing data: 0.000141 seconds (127 allocations: 13.070 KiB) Iteration: 1545 || Clusters count: 16 || Log posterior: -3946.3296872061433 || Iter Time:0.01896190643310547 || Total time:20.445392370224 Iteration: 1546 || Clusters count: 16 || Log posterior: -3902.579779030311 || Iter Time:0.02110004425048828 || Total time:20.466492414474487 Loading and distributing data: 0.000133 seconds (127 allocations: 13.070 KiB) Iteration: 1547 || Clusters count: 16 || Log posterior: -3911.4709825444993 || Iter Time:0.01725602149963379 || Total time:20.48374843597412 Iteration: 1548 || Clusters count: 16 || Log posterior: -3896.4732996116572 || Iter Time:0.021515846252441406 || Total time:20.505264282226562 Loading and distributing data: 0.000132 seconds (127 allocations: 13.070 KiB) Iteration: 1549 || Clusters count: 16 || Log posterior: -3933.263372080517 || Iter Time:0.017097949981689453 || Total time:20.522362232208252 Iteration: 1550 || Clusters count: 16 || Log posterior: -3892.592457346213 || Iter Time:0.021728992462158203 || Total time:20.54409122467041 Loading and distributing data: 0.000126 seconds (127 allocations: 13.070 KiB) Iteration: 1551 || Clusters count: 16 || Log posterior: -3905.2492495794595 || Iter Time:0.016355037689208984 || Total time:20.56044626235962 Iteration: 1552 || Clusters count: 16 || Log posterior: -3877.3745070017276 || Iter Time:0.021691083908081055 || Total time:20.5821373462677 Loading and distributing data: 0.000151 seconds (127 allocations: 13.070 KiB) Iteration: 1553 || Clusters count: 16 || Log posterior: -3917.96212340995 || Iter Time:0.0170438289642334 || Total time:20.599181175231934 Iteration: 1554 || Clusters count: 16 || Log posterior: -3888.957795746729 || Iter Time:0.04133200645446777 || Total time:20.6405131816864 Loading and distributing data: 0.000130 seconds (127 allocations: 13.070 KiB) Iteration: 1555 || Clusters count: 16 || Log posterior: -3926.1271249403585 || Iter Time:0.0174710750579834 || Total time:20.657984256744385 Iteration: 1556 || Clusters 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Iteration: 1567 || Clusters count: 16 || Log posterior: -3976.398522443374 || Iter Time:0.017203807830810547 || Total time:20.898994207382202 Iteration: 1568 || Clusters count: 16 || Log posterior: -3959.5243568928204 || Iter Time:0.023346900939941406 || Total time:20.922341108322144 Loading and distributing data: 0.000124 seconds (127 allocations: 13.070 KiB) Iteration: 1569 || Clusters count: 16 || Log posterior: -3986.879626768855 || Iter Time:0.017632007598876953 || Total time:20.93997311592102 Iteration: 1570 || Clusters count: 16 || Log posterior: -3933.2024350272745 || Iter Time:0.022505998611450195 || Total time:20.96247911453247 Loading and distributing data: 0.000121 seconds (127 allocations: 13.070 KiB) Iteration: 1571 || Clusters count: 16 || Log posterior: -3937.3389346798076 || Iter Time:0.017006874084472656 || Total time:20.979485988616943 Iteration: 1572 || Clusters count: 16 || Log posterior: -3918.084482616054 || Iter Time:0.02178502082824707 || Total 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|| Log posterior: -3917.868892288442 || Iter Time:0.0227811336517334 || Total time:21.138785362243652 Loading and distributing data: 0.000139 seconds (127 allocations: 13.070 KiB) Iteration: 1579 || Clusters count: 16 || Log posterior: -3935.078309192242 || Iter Time:0.01731395721435547 || Total time:21.156099319458008 Iteration: 1580 || Clusters count: 16 || Log posterior: -3895.1977916735273 || Iter Time:0.02255105972290039 || Total time:21.178650379180908 Loading and distributing data: 0.000127 seconds (127 allocations: 13.070 KiB) Iteration: 1581 || Clusters count: 16 || Log posterior: -3915.3045662254463 || Iter Time:0.0159609317779541 || Total time:21.194611310958862 Iteration: 1582 || Clusters count: 16 || Log posterior: -3884.8083520364785 || Iter Time:0.023077011108398438 || Total time:21.21768832206726 Loading and distributing data: 0.000133 seconds (127 allocations: 13.070 KiB) Iteration: 1583 || Clusters count: 16 || Log posterior: -3903.8459871612954 || Iter 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Iteration: 1589 || Clusters count: 16 || Log posterior: -3899.891875669334 || Iter Time:0.017251014709472656 || Total time:21.358662605285645 Iteration: 1590 || Clusters count: 16 || Log posterior: -3879.1256285274776 || Iter Time:0.022217988967895508 || Total time:21.38088059425354 Loading and distributing data: 0.000117 seconds (127 allocations: 13.070 KiB) Iteration: 1591 || Clusters count: 16 || Log posterior: -3911.793602531532 || Iter Time:0.016807079315185547 || Total time:21.397687673568726 Iteration: 1592 || Clusters count: 16 || Log posterior: -3899.672494139512 || Iter Time:0.02249884605407715 || Total time:21.420186519622803 Loading and distributing data: 0.000135 seconds (127 allocations: 13.070 KiB) Iteration: 1593 || Clusters count: 16 || Log posterior: -3900.4407639348838 || Iter Time:0.019173145294189453 || Total time:21.439359664916992 Iteration: 1594 || Clusters count: 16 || Log posterior: -3861.837469868065 || Iter Time:0.022076845169067383 || Total 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Iteration: 1721 || Clusters count: 16 || Log posterior: -3866.3702453759156 || Iter Time:0.01764082908630371 || Total time:23.968168258666992 Iteration: 1722 || Clusters count: 16 || Log posterior: -3841.5277835663937 || Iter Time:0.022166013717651367 || Total time:23.990334272384644 Loading and distributing data: 0.000139 seconds (127 allocations: 13.070 KiB) Iteration: 1723 || Clusters count: 16 || Log posterior: -3909.1477890806887 || Iter Time:0.01658320426940918 || Total time:24.006917476654053 Iteration: 1724 || Clusters count: 16 || Log posterior: -3868.3842866802092 || Iter Time:0.021925926208496094 || Total time:24.02884340286255 Loading and distributing data: 0.000133 seconds (127 allocations: 13.070 KiB) Iteration: 1725 || Clusters count: 16 || Log posterior: -3892.6219629936913 || Iter Time:0.018362045288085938 || Total time:24.047205448150635 Iteration: 1726 || Clusters count: 16 || Log posterior: -3871.9820637424527 || Iter Time:0.021156787872314453 || Total 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16 || Log posterior: -3833.832903841621 || Iter Time:0.020972013473510742 || Total time:24.183375358581543 Loading and distributing data: 0.000122 seconds (132 allocations: 13.227 KiB) Iteration: 1733 || Clusters count: 16 || Log posterior: -3884.574474074341 || Iter Time:0.016051054000854492 || Total time:24.199426412582397 Iteration: 1734 || Clusters count: 16 || Log posterior: -3855.5589695063386 || Iter Time:0.020712852478027344 || Total time:24.220139265060425 Loading and distributing data: 0.000131 seconds (127 allocations: 13.070 KiB) Iteration: 1735 || Clusters count: 16 || Log posterior: -3910.817281914574 || Iter Time:0.01685810089111328 || Total time:24.236997365951538 Iteration: 1736 || Clusters count: 16 || Log posterior: -3873.6691029019685 || Iter Time:0.02151203155517578 || Total time:24.258509397506714 Loading and distributing data: 0.000139 seconds (127 allocations: 13.070 KiB) Iteration: 1737 || Clusters count: 16 || Log posterior: -3932.1337397193015 || Iter 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Iteration: 1743 || Clusters count: 16 || Log posterior: -3891.440153137494 || Iter Time:0.01532292366027832 || Total time:24.38854718208313 Iteration: 1744 || Clusters count: 16 || Log posterior: -3876.4361080518815 || Iter Time:0.04079890251159668 || Total time:24.429346084594727 Loading and distributing data: 0.000117 seconds (127 allocations: 13.070 KiB) Iteration: 1745 || Clusters count: 16 || Log posterior: -3878.7660038584913 || Iter Time:0.014942169189453125 || Total time:24.44428825378418 Iteration: 1746 || Clusters count: 16 || Log posterior: -3847.1197108880665 || Iter Time:0.0206451416015625 || Total time:24.464933395385742 Loading and distributing data: 0.000125 seconds (127 allocations: 13.070 KiB) Iteration: 1747 || Clusters count: 16 || Log posterior: -3934.7189405709437 || Iter Time:0.01609492301940918 || Total time:24.48102831840515 Iteration: 1748 || Clusters count: 16 || Log posterior: -3872.0392176796677 || Iter Time:0.02169179916381836 || Total 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16 || Log posterior: -3904.640214746791 || Iter Time:0.022246122360229492 || Total time:25.577041625976562 Loading and distributing data: 0.000137 seconds (132 allocations: 13.227 KiB) Iteration: 1799 || Clusters count: 16 || Log posterior: -3866.3996862479703 || Iter Time:0.017637968063354492 || Total time:25.594679594039917 Iteration: 1800 || Clusters count: 16 || Log posterior: -3837.537138576278 || Iter Time:0.023240089416503906 || Total time:25.61791968345642 Loading and distributing data: 0.000146 seconds (127 allocations: 13.070 KiB) Iteration: 1801 || Clusters count: 16 || Log posterior: -3877.876854195073 || Iter Time:0.017982006072998047 || Total time:25.63590168952942 Iteration: 1802 || Clusters count: 16 || Log posterior: -3843.656573584168 || Iter Time:0.023990869522094727 || Total time:25.659892559051514 Loading and distributing data: 0.000139 seconds (127 allocations: 13.070 KiB) Iteration: 1803 || Clusters count: 16 || Log posterior: -3869.206901710416 || Iter 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Iteration: 1831 || Clusters count: 16 || Log posterior: -3901.0975475789473 || Iter Time:0.018905162811279297 || Total time:26.247480392456055 Iteration: 1832 || Clusters count: 16 || Log posterior: -3868.0979365729268 || Iter Time:0.023791074752807617 || Total time:26.271271467208862 Loading and distributing data: 0.000139 seconds (127 allocations: 13.070 KiB) Iteration: 1833 || Clusters count: 16 || Log posterior: -3903.618119860977 || Iter Time:0.01956486701965332 || Total time:26.290836334228516 Iteration: 1834 || Clusters count: 16 || Log posterior: -3870.4389385859567 || Iter Time:0.024672985076904297 || Total time:26.31550931930542 Loading and distributing data: 0.000148 seconds (127 allocations: 13.070 KiB) Iteration: 1835 || Clusters count: 16 || Log posterior: -3901.2901525168313 || Iter Time:0.01834392547607422 || Total time:26.333853244781494 Iteration: 1836 || Clusters count: 16 || Log posterior: -3871.8132248193833 || Iter Time:0.02359318733215332 || Total 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16 || Log posterior: -3841.484807356705 || Iter Time:0.02302384376525879 || Total time:26.48546028137207 Loading and distributing data: 0.000151 seconds (127 allocations: 13.070 KiB) Iteration: 1843 || Clusters count: 16 || Log posterior: -3936.2633348278528 || Iter Time:0.018995046615600586 || Total time:26.50445532798767 Iteration: 1844 || Clusters count: 16 || Log posterior: -3887.8756064838662 || Iter Time:0.025701045989990234 || Total time:26.53015637397766 Loading and distributing data: 0.000177 seconds (127 allocations: 13.070 KiB) Iteration: 1845 || Clusters count: 16 || Log posterior: -3935.934476065056 || Iter Time:0.0414881706237793 || Total time:26.57164454460144 Iteration: 1846 || Clusters count: 16 || Log posterior: -3912.626021764681 || Iter Time:0.02205801010131836 || Total time:26.59370255470276 Loading and distributing data: 0.000127 seconds (127 allocations: 13.070 KiB) Iteration: 1847 || Clusters count: 16 || Log posterior: -3905.639999694091 || Iter Time:0.016939163208007812 || Total time:26.610641717910767 Iteration: 1848 || Clusters count: 16 || Log posterior: -3873.0369657233223 || Iter Time:0.02173590660095215 || Total time:26.63237762451172 Loading and distributing data: 0.000130 seconds (127 allocations: 13.070 KiB) Iteration: 1849 || Clusters count: 16 || Log posterior: -3967.1334913292767 || Iter Time:0.017498016357421875 || Total time:26.64987564086914 Iteration: 1850 || Clusters count: 16 || Log posterior: -3917.349356331249 || Iter Time:0.020987987518310547 || Total time:26.67086362838745 Loading and distributing data: 0.000120 seconds (127 allocations: 13.070 KiB) Iteration: 1851 || Clusters count: 16 || Log posterior: -3925.104001718141 || Iter Time:0.0178220272064209 || Total time:26.688685655593872 Iteration: 1852 || Clusters count: 16 || Log posterior: -3883.7894047820682 || Iter Time:0.023140907287597656 || Total time:26.71182656288147 Loading and distributing data: 0.000134 seconds (127 allocations: 13.070 KiB) Iteration: 1853 || Clusters count: 16 || Log posterior: -3924.002238931983 || Iter Time:0.018580198287963867 || Total time:26.730406761169434 Iteration: 1854 || Clusters count: 16 || Log posterior: -3879.705899978668 || Iter Time:0.023988962173461914 || Total time:26.754395723342896 Loading and distributing data: 0.000120 seconds (127 allocations: 13.070 KiB) Iteration: 1855 || Clusters count: 16 || Log posterior: -3874.304120265368 || Iter Time:0.019895076751708984 || Total time:26.774290800094604 Iteration: 1856 || Clusters count: 16 || Log posterior: -3840.521608357903 || Iter Time:0.024649858474731445 || Total time:26.798940658569336 Loading and distributing data: 0.000139 seconds (127 allocations: 13.070 KiB) Iteration: 1857 || Clusters count: 16 || Log posterior: -3949.658587717113 || Iter Time:0.01927018165588379 || Total time:26.81821084022522 Iteration: 1858 || Clusters count: 16 || Log posterior: -3919.0204023220185 || Iter Time:0.024583101272583008 || Total time:26.842793941497803 Loading and distributing data: 0.000135 seconds (127 allocations: 13.070 KiB) Iteration: 1859 || Clusters count: 16 || Log posterior: -3945.929406158153 || Iter Time:0.020023822784423828 || Total time:26.862817764282227 Iteration: 1860 || Clusters count: 16 || Log posterior: -3918.0490554479393 || Iter Time:0.024975061416625977 || Total time:26.887792825698853 Loading and distributing data: 0.000156 seconds (127 allocations: 13.070 KiB) Iteration: 1861 || Clusters count: 16 || Log posterior: -3923.7568485409383 || Iter Time:0.02044200897216797 || Total time:26.90823483467102 Iteration: 1862 || Clusters count: 16 || Log posterior: -3884.6916024439615 || Iter Time:0.025477886199951172 || Total time:26.93371272087097 Loading and distributing data: 0.000151 seconds (127 allocations: 13.070 KiB) Iteration: 1863 || Clusters count: 16 || Log posterior: -3889.764213327678 || Iter Time:0.020905017852783203 || Total time:26.954617738723755 Iteration: 1864 || Clusters count: 16 || Log posterior: -3861.964652304345 || Iter Time:0.025518178939819336 || Total time:26.980135917663574 Loading and distributing data: 0.000152 seconds (127 allocations: 13.070 KiB) Iteration: 1865 || Clusters count: 16 || Log posterior: -3905.1971450947694 || Iter Time:0.020743131637573242 || Total time:27.000879049301147 Iteration: 1866 || Clusters count: 16 || Log posterior: -3868.776663636865 || Iter Time:0.02435898780822754 || Total time:27.025238037109375 Loading and distributing data: 0.000159 seconds (127 allocations: 13.070 KiB) Iteration: 1867 || Clusters count: 16 || Log posterior: -3906.407375883798 || Iter Time:0.019090890884399414 || Total time:27.044328927993774 Iteration: 1868 || Clusters count: 16 || Log posterior: -3876.21708808675 || Iter Time:0.024158000946044922 || Total time:27.06848692893982 Loading and distributing data: 0.000139 seconds (127 allocations: 13.070 KiB) Iteration: 1869 || Clusters count: 16 || Log posterior: -3920.9955745519674 || Iter Time:0.01871204376220703 || Total time:27.087198972702026 Iteration: 1870 || Clusters count: 16 || Log posterior: -3880.203966680579 || Iter Time:0.02661919593811035 || Total time:27.113818168640137 Loading and distributing data: 0.000224 seconds (127 allocations: 13.070 KiB) Iteration: 1871 || Clusters count: 16 || Log posterior: -3919.6270529949875 || Iter Time:0.04577803611755371 || Total time:27.15959620475769 Iteration: 1872 || Clusters count: 16 || Log posterior: -3873.340695056056 || Iter Time:0.026382923126220703 || Total time:27.18597912788391 Loading and distributing data: 0.000139 seconds (127 allocations: 13.070 KiB) Iteration: 1873 || Clusters count: 16 || Log posterior: -3934.5685914928563 || Iter Time:0.01912713050842285 || Total time:27.205106258392334 Iteration: 1874 || Clusters count: 16 || Log posterior: -3876.514086006664 || Iter Time:0.025083065032958984 || Total time:27.230189323425293 Loading and distributing data: 0.000139 seconds (127 allocations: 13.070 KiB) Iteration: 1875 || Clusters count: 16 || Log posterior: -3900.2060476961587 || Iter Time:0.019466161727905273 || Total time:27.2496554851532 Iteration: 1876 || Clusters count: 16 || Log posterior: -3849.408329421213 || Iter Time:0.024643898010253906 || Total time:27.274299383163452 Loading and distributing data: 0.000143 seconds (127 allocations: 13.070 KiB) Iteration: 1877 || Clusters count: 16 || Log posterior: -3888.5105193506265 || Iter Time:0.019954919815063477 || Total time:27.294254302978516 Iteration: 1878 || Clusters count: 16 || Log posterior: -3861.873122408437 || Iter Time:0.02495718002319336 || Total time:27.31921148300171 Loading and distributing data: 0.000134 seconds (127 allocations: 13.070 KiB) Iteration: 1879 || Clusters count: 16 || Log posterior: -3912.3374729445713 || Iter Time:0.01977705955505371 || Total time:27.338988542556763 Iteration: 1880 || Clusters count: 16 || Log posterior: -3872.127233618866 || Iter Time:0.024081945419311523 || Total time:27.363070487976074 Loading and distributing data: 0.000143 seconds (127 allocations: 13.070 KiB) Iteration: 1881 || Clusters count: 16 || Log posterior: -3954.0125205574923 || Iter Time:0.020192861557006836 || Total time:27.38326334953308 Iteration: 1882 || Clusters count: 16 || Log posterior: -3927.2402847273365 || Iter Time:0.02433300018310547 || Total time:27.407596349716187 Loading and distributing data: 0.000154 seconds (127 allocations: 13.070 KiB) Iteration: 1883 || Clusters count: 16 || Log posterior: -3972.749819780013 || Iter Time:0.019849777221679688 || Total time:27.427446126937866 Iteration: 1884 || Clusters count: 16 || Log posterior: -3940.5357954971755 || Iter Time:0.022558212280273438 || Total time:27.45000433921814 Loading and distributing data: 0.000137 seconds (127 allocations: 13.070 KiB) Iteration: 1885 || Clusters count: 16 || Log posterior: -3954.017649552069 || Iter Time:0.017815113067626953 || Total time:27.467819452285767 Iteration: 1886 || Clusters count: 16 || Log posterior: -3918.8640253357917 || Iter Time:0.022954940795898438 || Total time:27.490774393081665 Loading and distributing data: 0.000158 seconds (127 allocations: 13.070 KiB) Iteration: 1887 || Clusters count: 16 || Log posterior: -3941.585163157634 || Iter Time:0.018085002899169922 || Total time:27.508859395980835 Iteration: 1888 || Clusters count: 16 || Log posterior: -3907.7801501567415 || Iter Time:0.023298025131225586 || Total time:27.53215742111206 Loading and distributing data: 0.000150 seconds (127 allocations: 13.070 KiB) Iteration: 1889 || Clusters count: 17 || Log posterior: -3947.0923493631926 || Iter Time:0.01784682273864746 || Total time:27.550004243850708 Iteration: 1890 || Clusters count: 16 || Log posterior: -3921.286594604305 || Iter Time:0.02214503288269043 || Total time:27.5721492767334 Loading and distributing data: 0.000143 seconds (127 allocations: 13.070 KiB) Iteration: 1891 || Clusters count: 16 || Log posterior: -3921.59283846191 || Iter Time:0.017366886138916016 || Total time:27.589516162872314 Iteration: 1892 || Clusters count: 16 || Log posterior: -3868.82974750668 || Iter Time:0.02122783660888672 || Total time:27.6107439994812 Loading and distributing data: 0.000126 seconds (127 allocations: 13.070 KiB) Iteration: 1893 || Clusters count: 16 || Log posterior: -3904.3461094780514 || Iter Time:0.01691412925720215 || Total time:27.627658128738403 Iteration: 1894 || Clusters count: 16 || Log posterior: -3874.14126669453 || Iter Time:0.021789073944091797 || Total time:27.649447202682495 Loading and distributing data: 0.000141 seconds (127 allocations: 13.070 KiB) Iteration: 1895 || Clusters count: 16 || Log posterior: -3895.1675686034014 || Iter Time:0.017547130584716797 || Total time:27.666994333267212 Iteration: 1896 || Clusters count: 16 || Log posterior: -3867.403607925291 || Iter Time:0.023607969284057617 || Total time:27.69060230255127 Loading and distributing data: 0.000158 seconds (127 allocations: 13.070 KiB) Iteration: 1897 || Clusters count: 16 || Log posterior: -3910.756777023066 || Iter Time:0.018930912017822266 || Total time:27.709533214569092 Iteration: 1898 || Clusters count: 16 || Log posterior: -3862.6243473789254 || Iter Time:0.023313045501708984 || Total time:27.7328462600708 Loading and distributing data: 0.000225 seconds (127 allocations: 13.070 KiB) Iteration: 1899 || Clusters count: 16 || Log posterior: -3923.5934788438053 || Iter Time:0.01869487762451172 || Total time:27.751541137695312 Iteration: 1900 || Clusters count: 16 || Log posterior: -3882.4269177421675 || Iter Time:0.025817155838012695 || Total time:27.777358293533325 Loading and distributing data: 0.000138 seconds (127 allocations: 13.070 KiB) Iteration: 1901 || Clusters count: 16 || Log posterior: -3945.677244064462 || Iter Time:0.018589019775390625 || Total time:27.795947313308716 Iteration: 1902 || Clusters count: 16 || Log posterior: -3904.372846089128 || Iter Time:0.023418903350830078 || Total time:27.819366216659546 Loading and distributing data: 0.000143 seconds (127 allocations: 13.070 KiB) Iteration: 1903 || Clusters count: 16 || Log posterior: -3921.8438799451305 || Iter Time:0.01850414276123047 || Total time:27.837870359420776 Iteration: 1904 || Clusters count: 16 || Log posterior: -3893.5627664607864 || Iter Time:0.02488994598388672 || Total time:27.862760305404663 Loading and distributing data: 0.000141 seconds (127 allocations: 13.070 KiB) Iteration: 1905 || Clusters count: 16 || Log posterior: -3929.5177022731405 || Iter Time:0.02015995979309082 || Total time:27.882920265197754 Iteration: 1906 || Clusters count: 16 || Log posterior: -3903.6166620520817 || Iter Time:0.024276018142700195 || Total time:27.907196283340454 Loading and distributing data: 0.000140 seconds (127 allocations: 13.070 KiB) Iteration: 1907 || Clusters count: 16 || Log posterior: -3936.754125649908 || Iter Time:0.019444942474365234 || Total time:27.92664122581482 Iteration: 1908 || Clusters count: 16 || Log posterior: -3907.547784102373 || Iter Time:0.024693012237548828 || Total time:27.951334238052368 Loading and distributing data: 0.000149 seconds (127 allocations: 13.070 KiB) Iteration: 1909 || Clusters count: 16 || Log posterior: -3854.114682229172 || Iter Time:0.01972198486328125 || Total time:27.97105622291565 Iteration: 1910 || Clusters count: 16 || Log posterior: -3821.114637470928 || Iter Time:0.025285959243774414 || Total time:27.996342182159424 Loading and distributing data: 0.000135 seconds (127 allocations: 13.070 KiB) Iteration: 1911 || Clusters count: 16 || Log posterior: -3854.846569200068 || Iter Time:0.019738197326660156 || Total time:28.016080379486084 Iteration: 1912 || Clusters count: 16 || Log posterior: -3838.389265088472 || Iter Time:0.02487802505493164 || Total time:28.040958404541016 Loading and distributing data: 0.000148 seconds (127 allocations: 13.070 KiB) Iteration: 1913 || Clusters count: 16 || Log posterior: -3930.2156194116387 || Iter Time:0.020637035369873047 || Total time:28.06159543991089 Iteration: 1914 || Clusters count: 16 || Log posterior: -3909.697395381915 || Iter Time:0.02480602264404297 || Total time:28.08640146255493 Loading and distributing data: 0.000142 seconds (127 allocations: 13.070 KiB) Iteration: 1915 || Clusters count: 16 || Log posterior: -3930.9082643520524 || Iter Time:0.0192568302154541 || Total time:28.105658292770386 Iteration: 1916 || Clusters count: 16 || Log posterior: -3908.7914886365097 || Iter Time:0.024703025817871094 || Total time:28.130361318588257 Loading and distributing data: 0.000129 seconds (127 allocations: 13.070 KiB) Iteration: 1917 || Clusters count: 16 || Log posterior: -3893.046655985031 || Iter Time:0.01958608627319336 || Total time:28.14994740486145 Iteration: 1918 || Clusters count: 16 || Log posterior: -3864.9648542596397 || Iter Time:0.023904085159301758 || Total time:28.173851490020752 Loading and distributing data: 0.000141 seconds (127 allocations: 13.070 KiB) Iteration: 1919 || Clusters count: 16 || Log posterior: -3911.597700667795 || Iter Time:0.019544124603271484 || Total time:28.193395614624023 Iteration: 1920 || Clusters count: 16 || Log posterior: -3868.654295420187 || Iter Time:0.0241701602935791 || Total time:28.217565774917603 Loading and distributing data: 0.000134 seconds (127 allocations: 13.070 KiB) Iteration: 1921 || Clusters count: 16 || Log posterior: -3901.4845448411797 || Iter Time:0.018581867218017578 || Total time:28.23614764213562 Iteration: 1922 || Clusters count: 16 || Log posterior: -3861.3980181080806 || Iter Time:0.02394700050354004 || Total time:28.26009464263916 Loading and distributing data: 0.000144 seconds (127 allocations: 13.070 KiB) Iteration: 1923 || Clusters count: 16 || Log posterior: -3971.6427555658993 || Iter Time:0.019512176513671875 || Total time:28.279606819152832 Iteration: 1924 || Clusters count: 16 || Log posterior: -3927.4361553941944 || Iter Time:0.024708032608032227 || Total time:28.304314851760864 Loading and distributing data: 0.000149 seconds (127 allocations: 13.070 KiB) Iteration: 1925 || Clusters count: 16 || Log posterior: -3937.430794952965 || Iter Time:0.0414578914642334 || Total time:28.345772743225098 Iteration: 1926 || Clusters count: 16 || Log posterior: -3895.3252537418175 || Iter Time:0.0243380069732666 || Total time:28.370110750198364 Loading and distributing data: 0.000156 seconds (127 allocations: 13.070 KiB) Iteration: 1927 || Clusters count: 16 || Log posterior: -3925.6060519492376 || Iter Time:0.01918196678161621 || Total time:28.38929271697998 Iteration: 1928 || Clusters count: 16 || Log posterior: -3896.1188154573247 || Iter Time:0.02359604835510254 || Total time:28.412888765335083 Loading and distributing data: 0.000132 seconds (127 allocations: 13.070 KiB) Iteration: 1929 || Clusters count: 16 || Log posterior: -3913.4817988639343 || Iter Time:0.0188751220703125 || Total time:28.431763887405396 Iteration: 1930 || Clusters count: 16 || Log posterior: -3889.524224135869 || Iter Time:0.02390599250793457 || Total time:28.45566987991333 Loading and distributing data: 0.000162 seconds (127 allocations: 13.070 KiB) Iteration: 1931 || Clusters count: 16 || Log posterior: -3955.2834673261677 || Iter Time:0.019865036010742188 || Total time:28.475534915924072 Iteration: 1932 || Clusters count: 16 || Log posterior: -3909.7012078117823 || Iter Time:0.024911165237426758 || Total time:28.5004460811615 Loading and distributing data: 0.000146 seconds (127 allocations: 13.070 KiB) Iteration: 1933 || Clusters count: 16 || Log posterior: -3934.4882280097463 || Iter Time:0.018657922744750977 || Total time:28.51910400390625 Iteration: 1934 || Clusters count: 16 || Log posterior: -3903.4925352984465 || Iter Time:0.023769855499267578 || Total time:28.542873859405518 Loading and distributing data: 0.000145 seconds (127 allocations: 13.070 KiB) Iteration: 1935 || Clusters count: 16 || Log posterior: -3892.6872084555052 || Iter Time:0.018948078155517578 || Total time:28.561821937561035 Iteration: 1936 || Clusters count: 16 || Log posterior: -3863.1629322707395 || Iter Time:0.02964496612548828 || Total time:28.591466903686523 Loading and distributing data: 0.000154 seconds (127 allocations: 13.070 KiB) Iteration: 1937 || Clusters count: 16 || Log posterior: -3899.608961753203 || Iter Time:0.019435882568359375 || Total time:28.610902786254883 Iteration: 1938 || Clusters count: 16 || Log posterior: -3871.8478212849245 || Iter Time:0.021975040435791016 || Total time:28.632877826690674 Loading and distributing data: 0.000135 seconds (127 allocations: 13.070 KiB) Iteration: 1939 || Clusters count: 16 || Log posterior: -3912.131295024664 || Iter Time:0.017283916473388672 || Total time:28.650161743164062 Iteration: 1940 || Clusters count: 16 || Log posterior: -3879.6726580008753 || Iter Time:0.02221202850341797 || Total time:28.67237377166748 Loading and distributing data: 0.000130 seconds (127 allocations: 13.070 KiB) Iteration: 1941 || Clusters count: 16 || Log posterior: -3915.5919183781316 || Iter Time:0.01778101921081543 || Total time:28.690154790878296 Iteration: 1942 || Clusters count: 16 || Log posterior: -3892.809677926125 || Iter Time:0.022717952728271484 || Total time:28.712872743606567 Loading and distributing data: 0.000142 seconds (127 allocations: 13.070 KiB) Iteration: 1943 || Clusters count: 16 || Log posterior: -3950.682628239973 || Iter Time:0.01647210121154785 || Total time:28.729344844818115 Iteration: 1944 || Clusters count: 16 || Log posterior: -3919.1783122622605 || Iter Time:0.02117300033569336 || Total time:28.75051784515381 Loading and distributing data: 0.000135 seconds (127 allocations: 13.070 KiB) Iteration: 1945 || Clusters count: 16 || Log posterior: -3917.4119584134473 || Iter Time:0.016682863235473633 || Total time:28.767200708389282 Iteration: 1946 || Clusters count: 16 || Log posterior: -3900.784874678105 || Iter Time:0.021569013595581055 || Total time:28.788769721984863 Loading and distributing data: 0.000135 seconds (127 allocations: 13.070 KiB) Iteration: 1947 || Clusters count: 16 || Log posterior: -3952.700642087771 || Iter Time:0.01769399642944336 || Total time:28.806463718414307 Iteration: 1948 || Clusters count: 16 || Log posterior: -3920.680863387511 || Iter Time:0.022233963012695312 || Total time:28.828697681427002 Loading and distributing data: 0.000139 seconds (127 allocations: 13.070 KiB) Iteration: 1949 || Clusters count: 16 || Log posterior: -3961.904131750629 || Iter Time:0.01747894287109375 || Total time:28.846176624298096 Iteration: 1950 || Clusters count: 16 || Log posterior: -3940.7579561661605 || Iter Time:0.022809982299804688 || Total time:28.8689866065979 Loading and distributing data: 0.000141 seconds (127 allocations: 13.070 KiB) Iteration: 1951 || Clusters count: 16 || Log posterior: -3941.840183433215 || Iter Time:0.040370941162109375 || Total time:28.90935754776001 Iteration: 1952 || Clusters count: 16 || Log posterior: -3896.219840173666 || Iter Time:0.02170705795288086 || Total time:28.93106460571289 Loading and distributing data: 0.000131 seconds (127 allocations: 13.070 KiB) Iteration: 1953 || Clusters count: 16 || Log posterior: -3936.2451974799865 || Iter Time:0.015930891036987305 || Total time:28.946995496749878 Iteration: 1954 || Clusters count: 16 || Log posterior: -3878.54496558318 || Iter Time:0.021083831787109375 || Total time:28.968079328536987 Loading and distributing data: 0.000137 seconds (127 allocations: 13.070 KiB) Iteration: 1955 || Clusters count: 16 || Log posterior: -3914.649794319204 || Iter Time:0.015931129455566406 || Total time:28.984010457992554 Iteration: 1956 || Clusters count: 16 || Log posterior: -3873.721372437735 || Iter Time:0.020997047424316406 || Total time:29.00500750541687 Loading and distributing data: 0.000145 seconds (127 allocations: 13.070 KiB) Iteration: 1957 || Clusters count: 16 || Log posterior: -3878.48411740377 || Iter Time:0.017061948776245117 || Total time:29.022069454193115 Iteration: 1958 || Clusters count: 16 || Log posterior: -3856.4313412219494 || Iter Time:0.022383928298950195 || Total time:29.044453382492065 Loading and distributing data: 0.000134 seconds (127 allocations: 13.070 KiB) Iteration: 1959 || Clusters count: 16 || Log posterior: -3912.1039296433623 || Iter Time:0.017132997512817383 || Total time:29.061586380004883 Iteration: 1960 || Clusters count: 16 || Log posterior: -3876.995445315954 || Iter Time:0.02279210090637207 || Total time:29.084378480911255 Loading and distributing data: 0.000140 seconds (127 allocations: 13.070 KiB) Iteration: 1961 || Clusters count: 16 || Log posterior: -3922.572175335004 || Iter Time:0.019724130630493164 || Total time:29.104102611541748 Iteration: 1962 || Clusters count: 16 || Log posterior: -3900.773773602974 || Iter Time:0.024656057357788086 || Total time:29.128758668899536 Loading and distributing data: 0.000153 seconds (127 allocations: 13.070 KiB) Iteration: 1963 || Clusters count: 16 || Log posterior: -3896.155410506989 || Iter Time:0.01912093162536621 || Total time:29.147879600524902 Iteration: 1964 || Clusters count: 16 || Log posterior: -3863.734130879934 || Iter Time:0.023916006088256836 || Total time:29.17179560661316 Loading and distributing data: 0.000143 seconds (127 allocations: 13.070 KiB) Iteration: 1965 || Clusters count: 16 || Log posterior: -3890.4305600089124 || Iter Time:0.019500017166137695 || Total time:29.191295623779297 Iteration: 1966 || Clusters count: 16 || Log posterior: -3864.8322012455055 || Iter Time:0.023396968841552734 || Total time:29.21469259262085 Loading and distributing data: 0.000132 seconds (127 allocations: 13.070 KiB) Iteration: 1967 || Clusters count: 17 || Log posterior: -3917.094302080917 || Iter Time:0.0185239315032959 || Total time:29.233216524124146 Iteration: 1968 || Clusters count: 17 || Log posterior: -3876.335954112047 || Iter Time:0.0238649845123291 || Total time:29.257081508636475 Loading and distributing data: 0.000134 seconds (127 allocations: 13.070 KiB) Iteration: 1969 || Clusters count: 16 || Log posterior: -3936.8080441717866 || Iter Time:0.017734050750732422 || Total time:29.274815559387207 Iteration: 1970 || Clusters count: 16 || Log posterior: -3905.766718012296 || Iter Time:0.02233600616455078 || Total time:29.297151565551758 Loading and distributing data: 0.000139 seconds (127 allocations: 13.070 KiB) Iteration: 1971 || Clusters count: 16 || Log posterior: -3952.5891140016233 || Iter Time:0.018635988235473633 || Total time:29.31578755378723 Iteration: 1972 || Clusters count: 16 || Log posterior: -3923.592988222507 || Iter Time:0.021284103393554688 || Total time:29.337071657180786 Loading and distributing data: 0.000145 seconds (127 allocations: 13.070 KiB) Iteration: 1973 || Clusters count: 16 || Log posterior: -3909.6929986403634 || Iter Time:0.01615595817565918 || Total time:29.353227615356445 Iteration: 1974 || Clusters count: 16 || Log posterior: -3872.639998940158 || Iter Time:0.021027088165283203 || Total time:29.37425470352173 Loading and distributing data: 0.000137 seconds (127 allocations: 13.070 KiB) Iteration: 1975 || Clusters count: 16 || Log posterior: -3957.677563932617 || Iter Time:0.01604008674621582 || Total time:29.390294790267944 Iteration: 1976 || Clusters count: 16 || Log posterior: -3901.9150772035036 || Iter Time:0.02122783660888672 || Total time:29.41152262687683 Loading and distributing data: 0.000146 seconds (127 allocations: 13.070 KiB) Iteration: 1977 || Clusters count: 16 || Log posterior: -3941.0713833743703 || Iter Time:0.017847776412963867 || Total time:29.429370403289795 Iteration: 1978 || Clusters count: 16 || Log posterior: -3918.4746352432867 || Iter Time:0.022923946380615234 || Total time:29.45229434967041 Loading and distributing data: 0.000153 seconds (127 allocations: 13.070 KiB) Iteration: 1979 || Clusters count: 16 || Log posterior: -3958.768015386593 || Iter Time:0.04391288757324219 || Total time:29.496207237243652 Iteration: 1980 || Clusters count: 16 || Log posterior: -3904.966811113488 || Iter Time:0.02357316017150879 || Total time:29.51978039741516 Loading and distributing data: 0.000144 seconds (127 allocations: 13.070 KiB) Iteration: 1981 || Clusters count: 16 || Log posterior: -3945.311695668415 || Iter Time:0.018546104431152344 || Total time:29.538326501846313 Iteration: 1982 || Clusters count: 16 || Log posterior: -3916.8249331652846 || Iter Time:0.024121999740600586 || Total time:29.562448501586914 Loading and distributing data: 0.000139 seconds (127 allocations: 13.070 KiB) Iteration: 1983 || Clusters count: 16 || Log posterior: -3953.869337821771 || Iter Time:0.016081809997558594 || Total time:29.578530311584473 Iteration: 1984 || Clusters count: 16 || Log posterior: -3908.5617132882867 || Iter Time:0.02275705337524414 || Total time:29.601287364959717 Loading and distributing data: 0.000145 seconds (127 allocations: 13.070 KiB) Iteration: 1985 || Clusters count: 16 || Log posterior: -3936.6695677532257 || Iter Time:0.017452001571655273 || Total time:29.618739366531372 Iteration: 1986 || Clusters count: 16 || Log posterior: -3912.2040234204865 || Iter Time:0.023286104202270508 || Total time:29.642025470733643 Loading and distributing data: 0.000139 seconds (127 allocations: 13.070 KiB) Iteration: 1987 || Clusters count: 16 || Log posterior: -3942.517532843894 || Iter Time:0.019437789916992188 || Total time:29.661463260650635 Iteration: 1988 || Clusters count: 16 || Log posterior: -3873.5961719001752 || Iter Time:0.018870115280151367 || Total time:29.680333375930786 Loading and distributing data: 0.000154 seconds (127 allocations: 13.070 KiB) Iteration: 1989 || Clusters count: 16 || Log posterior: -3884.5101794165935 || Iter Time:0.019299983978271484 || Total time:29.699633359909058 Iteration: 1990 || Clusters count: 16 || Log posterior: -3864.224424183204 || Iter Time:0.024435997009277344 || Total time:29.724069356918335 Loading and distributing data: 0.000122 seconds (127 allocations: 13.070 KiB) Iteration: 1991 || Clusters count: 16 || Log posterior: -3925.074557408879 || Iter Time:0.018026113510131836 || Total time:29.742095470428467 Iteration: 1992 || Clusters count: 16 || Log posterior: -3904.174472660991 || Iter Time:0.026055097579956055 || Total time:29.768150568008423 Loading and distributing data: 0.000166 seconds (127 allocations: 13.070 KiB) Iteration: 1993 || Clusters count: 16 || Log posterior: -3945.7090946577387 || Iter Time:0.022839069366455078 || Total time:29.790989637374878 Iteration: 1994 || Clusters count: 16 || Log posterior: -3915.5067984690204 || Iter Time:0.022522926330566406 || Total time:29.813512563705444 Loading and distributing data: 0.000134 seconds (127 allocations: 13.070 KiB) Iteration: 1995 || Clusters count: 16 || Log posterior: -3957.8757411127353 || Iter Time:0.018146991729736328 || Total time:29.83165955543518 Iteration: 1996 || Clusters count: 16 || Log posterior: -3903.5356943315146 || Iter Time:0.02293682098388672 || Total time:29.854596376419067 Loading and distributing data: 0.000131 seconds (127 allocations: 13.070 KiB) Iteration: 1997 || Clusters count: 16 || Log posterior: -3928.2672679070793 || Iter Time:0.0179598331451416 || Total time:29.87255620956421 Iteration: 1998 || Clusters count: 16 || Log posterior: -3903.6648071487925 || Iter Time:0.022413969039916992 || Total time:29.894970178604126 Loading and distributing data: 0.000131 seconds (127 allocations: 13.070 KiB) Iteration: 1999 || Clusters count: 16 || Log posterior: -3919.417383814583 || Iter Time:0.018436908721923828 || Total time:29.91340708732605 Iteration: 2000 || Clusters count: 16 || Log posterior: -3891.289576753918 || Iter Time:0.021789073944091797 || Total time:29.93519616127014 Loading and distributing data: 0.000133 seconds (127 allocations: 13.070 KiB) Iteration: 2001 || Clusters count: 16 || Log posterior: -3917.683935095818 || Iter Time:0.016906023025512695 || Total time:29.952102184295654 Iteration: 2002 || Clusters count: 16 || Log posterior: -3861.272953426916 || Iter Time:0.021795988082885742 || Total time:29.97389817237854 Loading and distributing data: 0.000122 seconds (127 allocations: 13.070 KiB) Iteration: 2003 || Clusters count: 16 || Log posterior: -3918.1763337081375 || Iter Time:0.01830911636352539 || Total time:29.992207288742065 Iteration: 2004 || Clusters count: 16 || Log posterior: -3876.8867770849292 || Iter Time:0.022303104400634766 || Total time:30.0145103931427 Loading and distributing data: 0.000162 seconds (127 allocations: 13.070 KiB) Iteration: 2005 || Clusters count: 16 || Log posterior: -3916.8526545291456 || Iter Time:0.018863916397094727 || Total time:30.033374309539795 Iteration: 2006 || Clusters count: 16 || Log posterior: -3878.601816354099 || Iter Time:0.04813718795776367 || Total time:30.08151149749756 Loading and distributing data: 0.000140 seconds (127 allocations: 13.070 KiB) Iteration: 2007 || Clusters count: 16 || Log posterior: -3941.9878526347884 || Iter Time:0.019154071807861328 || Total time:30.10066556930542 Iteration: 2008 || Clusters count: 16 || Log posterior: -3924.177069119623 || Iter Time:0.023622989654541016 || Total time:30.12428855895996 Loading and distributing data: 0.000136 seconds (127 allocations: 13.070 KiB) Iteration: 2009 || Clusters count: 16 || Log posterior: -3899.6746116473523 || Iter Time:0.018422842025756836 || Total time:30.142711400985718 Iteration: 2010 || Clusters count: 16 || Log posterior: -3883.0495841447537 || Iter Time:0.023029088973999023 || Total time:30.165740489959717 Loading and distributing data: 0.000139 seconds (127 allocations: 13.070 KiB) Iteration: 2011 || Clusters count: 16 || Log posterior: -3890.2838493920767 || Iter Time:0.017854928970336914 || Total time:30.183595418930054 Iteration: 2012 || Clusters count: 16 || Log posterior: -3850.59439629516 || Iter Time:0.0225980281829834 || Total time:30.206193447113037 Loading and distributing data: 0.000135 seconds (127 allocations: 13.070 KiB) Iteration: 2013 || Clusters count: 16 || Log posterior: -3878.9386226026427 || Iter Time:0.01854395866394043 || Total time:30.224737405776978 Iteration: 2014 || Clusters count: 16 || Log posterior: -3841.0428609410496 || Iter Time:0.02353501319885254 || Total time:30.24827241897583 Loading and distributing data: 0.000128 seconds (127 allocations: 13.070 KiB) Iteration: 2015 || Clusters count: 16 || Log posterior: -3848.045093563548 || Iter Time:0.017792940139770508 || Total time:30.2660653591156 Iteration: 2016 || Clusters count: 16 || Log posterior: -3819.770591634938 || Iter Time:0.023002147674560547 || Total time:30.28906750679016 Loading and distributing data: 0.000133 seconds (127 allocations: 13.070 KiB) Iteration: 2017 || Clusters count: 16 || Log posterior: -3880.451029816451 || Iter Time:0.017627954483032227 || Total time:30.306695461273193 Iteration: 2018 || Clusters count: 16 || Log posterior: -3852.242853056408 || Iter Time:0.02308201789855957 || Total time:30.329777479171753 Loading and distributing data: 0.000132 seconds (127 allocations: 13.070 KiB) Iteration: 2019 || Clusters count: 16 || Log posterior: -3936.0414663530037 || Iter Time:0.01836705207824707 || Total time:30.34814453125 Iteration: 2020 || Clusters count: 16 || Log posterior: -3900.9453393404274 || Iter Time:0.022890090942382812 || Total time:30.371034622192383 Loading and distributing data: 0.000157 seconds (127 allocations: 13.070 KiB) Iteration: 2021 || Clusters count: 16 || Log posterior: -3907.987501951613 || Iter Time:0.018854141235351562 || Total time:30.389888763427734 Iteration: 2022 || Clusters count: 16 || Log posterior: -3873.7264158638322 || Iter Time:0.023471832275390625 || Total time:30.413360595703125 Loading and distributing data: 0.000139 seconds (127 allocations: 13.070 KiB) Iteration: 2023 || Clusters count: 16 || Log posterior: -3926.84321991113 || Iter Time:0.018857955932617188 || Total time:30.432218551635742 Iteration: 2024 || Clusters count: 16 || Log posterior: -3877.1458579374853 || Iter Time:0.023033857345581055 || Total time:30.455252408981323 Loading and distributing data: 0.000153 seconds (127 allocations: 13.070 KiB) Iteration: 2025 || Clusters count: 16 || Log posterior: -3910.7893092045124 || Iter Time:0.017805099487304688 || Total time:30.473057508468628 Iteration: 2026 || Clusters count: 16 || Log posterior: -3899.4346143044168 || Iter Time:0.02280592918395996 || Total time:30.495863437652588 Loading and distributing data: 0.000126 seconds (127 allocations: 13.070 KiB) Iteration: 2027 || Clusters count: 16 || Log posterior: -3937.913225147887 || Iter Time:0.018223047256469727 || Total time:30.514086484909058 Iteration: 2028 || Clusters count: 16 || Log posterior: -3892.875433775481 || Iter Time:0.022609949111938477 || Total time:30.536696434020996 Avg NMI: 0.7629920650612322 Full NMI: 0.7037885531027676 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m14.9s Testing DPMMSubClustersStreaming tests passed Testing completed after 186.61s PkgEval succeeded after 392.51s