Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.790 (77b90b9e62*) started at 2025-07-01T06:18:05.979 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.64s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.2 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.2 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.21 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.14.1+1 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.5.20 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.0+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.28s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 87.64s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_yAOds8/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_yAOds8/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.2 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.2 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.21 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.14.1+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.0+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.526995 seconds (1.22 M allocations: 70.790 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233165.44423629093 || Iter Time:17.051871061325073 || Total time:17.051871061325073 Iteration: 1 || Clusters count: 1 || Log posterior: -233165.44423629093 || Iter Time:0.007977008819580078 || Total time:17.059848070144653 Iteration: 2 || Clusters count: 1 || Log posterior: -233165.44423629093 || Iter Time:0.005975008010864258 || Total time:17.065823078155518 Iteration: 3 || Clusters count: 1 || Log posterior: -233165.44423629093 || Iter Time:0.005843162536621094 || Total time:17.07166624069214 Iteration: 4 || Clusters count: 1 || Log posterior: -233165.44423629093 || Iter Time:0.005752086639404297 || Total time:17.077418327331543 Iteration: 5 || Clusters count: 1 || Log posterior: -233165.44423629093 || Iter Time:0.01727604866027832 || Total time:17.09469437599182 Iteration: 6 || Clusters count: 1 || Log posterior: -233165.44423629093 || Iter Time:0.0057299137115478516 || Total time:17.10042428970337 Iteration: 7 || Clusters count: 1 || Log posterior: -233165.44423629093 || Iter Time:0.005836009979248047 || Total time:17.106260299682617 Iteration: 8 || Clusters count: 1 || Log posterior: -233165.44423629093 || Iter Time:0.005781888961791992 || Total time:17.11204218864441 Iteration: 9 || Clusters count: 1 || Log posterior: -233165.44423629093 || Iter Time:0.005536079406738281 || Total time:17.117578268051147 Iteration: 10 || Clusters count: 1 || Log posterior: -233165.44423629093 || Iter Time:0.005671977996826172 || Total time:17.123250246047974 Iteration: 11 || Clusters count: 1 || Log posterior: -233165.44423629093 || Iter Time:0.005710124969482422 || Total time:17.128960371017456 Iteration: 12 || Clusters count: 1 || Log posterior: -233165.44423629093 || Iter Time:0.005722999572753906 || Total time:17.13468337059021 Iteration: 13 || Clusters count: 2 || Log posterior: -232861.25073471313 || Iter Time:3.9975500106811523 || Total time:21.132233381271362 Iteration: 14 || Clusters count: 2 || Log posterior: -232828.25308591308 || Iter Time:0.005975961685180664 || Total time:21.138209342956543 Iteration: 15 || Clusters count: 2 || Log posterior: -232852.14441903168 || Iter Time:0.006179094314575195 || Total time:21.144388437271118 Iteration: 16 || Clusters count: 2 || Log posterior: -232830.56629403168 || Iter Time:0.006079912185668945 || Total time:21.150468349456787 Iteration: 17 || Clusters count: 2 || Log posterior: -232824.17159641118 || Iter Time:0.005795955657958984 || Total time:21.156264305114746 Iteration: 18 || Clusters count: 2 || Log posterior: -232814.16314325563 || Iter Time:0.005697965621948242 || Total time:21.161962270736694 Iteration: 19 || Clusters count: 2 || Log posterior: -232795.49287990757 || Iter Time:0.005678892135620117 || Total time:21.167641162872314 Iteration: 20 || Clusters count: 2 || Log posterior: -232715.74131001148 || Iter Time:3.3523640632629395 || Total time:24.520005226135254 Loading and distributing data: 0.001287 seconds (128 allocations: 396.023 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232969.39234437468 || Iter Time:0.03551292419433594 || Total time:24.55551815032959 Iteration: 22 || Clusters count: 2 || Log posterior: -232916.7792263548 || Iter Time:0.006218910217285156 || Total time:24.561737060546875 Iteration: 23 || Clusters count: 2 || Log posterior: -232902.24011377612 || Iter Time:0.005777120590209961 || Total time:24.567514181137085 Iteration: 24 || Clusters count: 2 || Log posterior: -232872.95811452746 || Iter Time:0.005856990814208984 || Total time:24.573371171951294 Iteration: 25 || Clusters count: 2 || Log posterior: -232842.2828804159 || Iter Time:0.0060579776763916016 || Total time:24.579429149627686 Iteration: 26 || Clusters count: 2 || Log posterior: -232825.9761105656 || Iter Time:0.005886077880859375 || Total time:24.585315227508545 Iteration: 27 || Clusters count: 2 || Log posterior: -232816.3753472139 || Iter Time:0.005728006362915039 || Total time:24.59104323387146 Iteration: 28 || Clusters count: 3 || Log posterior: -232399.19623257444 || Iter Time:0.009054899215698242 || Total time:24.600098133087158 Iteration: 29 || Clusters count: 3 || Log posterior: -232260.38112649045 || Iter Time:0.006524085998535156 || Total time:24.606622219085693 Iteration: 30 || Clusters count: 3 || Log posterior: -232222.00527462817 || Iter Time:0.006131887435913086 || Total time:24.612754106521606 Iteration: 31 || Clusters count: 3 || Log posterior: -232194.23748853125 || Iter Time:0.006230831146240234 || Total time:24.618984937667847 Iteration: 32 || Clusters count: 3 || Log posterior: -232208.1499215246 || Iter Time:0.0064699649810791016 || Total time:24.625454902648926 Iteration: 33 || Clusters count: 3 || Log posterior: -232190.98417718636 || Iter Time:0.006224155426025391 || Total time:24.63167905807495 Iteration: 34 || Clusters count: 3 || Log posterior: -232183.5459826317 || Iter Time:0.07524681091308594 || Total time:24.706925868988037 Iteration: 35 || Clusters count: 3 || Log posterior: -232188.1833121313 || Iter Time:0.006232023239135742 || Total time:24.713157892227173 Iteration: 36 || Clusters count: 3 || Log posterior: -232176.3648504281 || Iter Time:0.006591081619262695 || Total time:24.719748973846436 Iteration: 37 || Clusters count: 3 || Log posterior: -232154.59077705306 || Iter Time:0.006482124328613281 || Total time:24.72623109817505 Iteration: 38 || Clusters count: 3 || Log posterior: -232146.09411360516 || Iter Time:0.006349086761474609 || Total time:24.732580184936523 Iteration: 39 || Clusters count: 3 || Log posterior: -232098.8482951436 || Iter Time:0.006350040435791016 || Total time:24.738930225372314 Iteration: 40 || Clusters count: 3 || Log posterior: -232031.32169010633 || Iter Time:0.006161928176879883 || Total time:24.745092153549194 Iteration: 41 || Clusters count: 3 || Log posterior: -231973.94393535945 || Iter Time:0.006268978118896484 || Total time:24.75136113166809 Loading and distributing data: 0.000830 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262035.9181749829 || Iter Time:0.0065500736236572266 || Total time:24.757911205291748 Iteration: 43 || Clusters count: 4 || Log posterior: -261974.43173461847 || Iter Time:0.007493019104003906 || Total time:24.765404224395752 Iteration: 44 || Clusters count: 4 || Log posterior: -261911.06491277405 || Iter Time:0.0066089630126953125 || Total time:24.772013187408447 Iteration: 45 || Clusters count: 4 || Log posterior: -261675.15521140522 || Iter Time:0.006724834442138672 || Total time:24.778738021850586 Iteration: 46 || Clusters count: 5 || Log posterior: -261062.5805744154 || Iter Time:0.007937908172607422 || Total time:24.786675930023193 Iteration: 47 || Clusters count: 5 || Log posterior: -261001.8837071046 || Iter Time:0.007041215896606445 || Total time:24.7937171459198 Iteration: 48 || Clusters count: 5 || Log posterior: -261011.37657718218 || Iter Time:0.007211208343505859 || Total time:24.800928354263306 Iteration: 49 || Clusters count: 5 || Log posterior: -260996.2428300093 || Iter Time:0.00732111930847168 || Total time:24.808249473571777 Iteration: 50 || Clusters count: 5 || Log posterior: -261008.00633751252 || Iter Time:0.007330894470214844 || Total time:24.815580368041992 Iteration: 51 || Clusters count: 5 || Log posterior: -261005.5633461609 || Iter Time:0.007348060607910156 || Total time:24.822928428649902 Iteration: 52 || Clusters count: 5 || Log posterior: -261005.9706518978 || Iter Time:0.007336139678955078 || Total time:24.830264568328857 Iteration: 53 || Clusters count: 5 || Log posterior: -261014.566005305 || Iter Time:0.007209062576293945 || Total time:24.83747363090515 Iteration: 54 || Clusters count: 5 || Log posterior: -261004.09451197728 || Iter Time:0.007375955581665039 || Total time:24.844849586486816 Iteration: 55 || Clusters count: 5 || Log posterior: -261005.7369706343 || Iter Time:0.007592916488647461 || Total time:24.852442502975464 Iteration: 56 || Clusters count: 6 || Log posterior: -260774.6800292842 || Iter Time:0.011245965957641602 || Total time:24.863688468933105 Iteration: 57 || Clusters count: 6 || Log posterior: -260749.6920332833 || Iter Time:0.008661985397338867 || Total time:24.872350454330444 Iteration: 58 || Clusters count: 6 || Log posterior: -260743.365910152 || Iter Time:0.04337906837463379 || Total time:24.915729522705078 Iteration: 59 || Clusters count: 6 || Log posterior: -260727.95728731214 || Iter Time:0.007502079010009766 || Total time:24.923231601715088 Iteration: 60 || Clusters count: 6 || Log posterior: -260738.26742248135 || Iter Time:0.007651805877685547 || Total time:24.930883407592773 Iteration: 61 || Clusters count: 6 || Log posterior: -260751.71880816936 || Iter Time:0.8412489891052246 || Total time:25.772132396697998 Iteration: 62 || Clusters count: 6 || Log posterior: -260672.34075079949 || Iter Time:0.007756948471069336 || Total time:25.779889345169067 Loading and distributing data: 0.000748 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 7 || Log posterior: -260309.2728367791 || Iter Time:0.008769989013671875 || Total time:25.78865933418274 Iteration: 64 || Clusters count: 7 || Log posterior: -260176.20380743995 || Iter Time:0.00832986831665039 || Total time:25.79698920249939 Iteration: 65 || Clusters count: 7 || Log posterior: -260156.42108678594 || Iter Time:0.008247852325439453 || Total time:25.80523705482483 Iteration: 66 || Clusters count: 7 || Log posterior: -260142.92809412826 || Iter Time:0.008219003677368164 || Total time:25.813456058502197 Iteration: 67 || Clusters count: 7 || Log posterior: -260167.0514278235 || Iter Time:0.008028984069824219 || Total time:25.82148504257202 Iteration: 68 || Clusters count: 7 || Log posterior: -260156.16966716782 || Iter Time:0.008265972137451172 || Total time:25.829751014709473 Iteration: 69 || Clusters count: 7 || Log posterior: -260148.31931756364 || Iter Time:0.008736133575439453 || Total time:25.838487148284912 Iteration: 70 || Clusters count: 7 || Log posterior: -260147.66502266715 || Iter Time:0.008266925811767578 || Total time:25.84675407409668 Iteration: 71 || Clusters count: 9 || Log posterior: -259607.81450113154 || Iter Time:0.01161503791809082 || Total time:25.85836911201477 Iteration: 72 || Clusters count: 9 || Log posterior: -259406.63358626203 || Iter Time:0.009211063385009766 || Total time:25.86758017539978 Iteration: 73 || Clusters count: 9 || Log posterior: -259412.60255835264 || Iter Time:0.009042024612426758 || Total time:25.876622200012207 Iteration: 74 || Clusters count: 9 || Log posterior: -259410.80874014559 || Iter Time:0.029983043670654297 || Total time:25.90660524368286 Iteration: 75 || Clusters count: 9 || Log posterior: -259382.30226434613 || Iter Time:0.008927106857299805 || Total time:25.91553235054016 Iteration: 76 || Clusters count: 9 || Log posterior: -259386.47776526678 || Iter Time:0.009021997451782227 || Total time:25.924554347991943 Iteration: 77 || Clusters count: 9 || Log posterior: -259387.63550831686 || Iter Time:0.009024858474731445 || Total time:25.933579206466675 Iteration: 78 || Clusters count: 9 || Log posterior: -259387.44142130698 || Iter Time:0.009598016738891602 || Total time:25.943177223205566 Iteration: 79 || Clusters count: 9 || Log posterior: -259414.4781541569 || Iter Time:0.009665966033935547 || Total time:25.952843189239502 Iteration: 80 || Clusters count: 9 || Log posterior: -259383.7016233863 || Iter Time:0.009184837341308594 || Total time:25.96202802658081 Iteration: 81 || Clusters count: 9 || Log posterior: -259393.70876776215 || Iter Time:0.009125947952270508 || Total time:25.97115397453308 Iteration: 82 || Clusters count: 9 || Log posterior: -259380.37367181198 || Iter Time:0.009374856948852539 || Total time:25.980528831481934 Iteration: 83 || Clusters count: 9 || Log posterior: -259332.4472732016 || Iter Time:0.00898599624633789 || Total time:25.98951482772827 Loading and distributing data: 0.000735 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 9 || Log posterior: -259630.88655960138 || Iter Time:0.01019597053527832 || Total time:25.99971079826355 Iteration: 85 || Clusters count: 9 || Log posterior: -259556.10099953163 || Iter Time:0.009286165237426758 || Total time:26.008996963500977 Iteration: 86 || Clusters count: 13 || Log posterior: -258382.4730945514 || Iter Time:0.013324975967407227 || Total time:26.022321939468384 Iteration: 87 || Clusters count: 13 || Log posterior: -258202.10897089718 || Iter Time:0.04031181335449219 || Total time:26.062633752822876 Iteration: 88 || Clusters count: 13 || Log posterior: -258155.21217012967 || Iter Time:0.011039018630981445 || Total time:26.073672771453857 Iteration: 89 || Clusters count: 13 || Log posterior: -258104.96602108143 || Iter Time:0.010956048965454102 || Total time:26.08462882041931 Iteration: 90 || Clusters count: 13 || Log posterior: -258088.590839495 || Iter Time:0.011089086532592773 || Total time:26.095717906951904 Iteration: 91 || Clusters count: 13 || Log posterior: -258097.04136736607 || Iter Time:0.011126041412353516 || Total time:26.106843948364258 Iteration: 92 || Clusters count: 13 || Log posterior: -258074.47551489793 || Iter Time:0.01090383529663086 || Total time:26.11774778366089 Iteration: 93 || Clusters count: 13 || Log posterior: -258053.51491714505 || Iter Time:0.011173009872436523 || Total time:26.128920793533325 Iteration: 94 || Clusters count: 13 || Log posterior: -258054.83366044195 || Iter Time:0.010837793350219727 || Total time:26.139758586883545 Iteration: 95 || Clusters count: 13 || Log posterior: -258051.20379937964 || Iter Time:0.010636091232299805 || Total time:26.150394678115845 Iteration: 96 || Clusters count: 13 || Log posterior: -258049.93695247063 || Iter 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Time:0.018201112747192383 || Total time:26.25586175918579 Iteration: 104 || Clusters count: 13 || Log posterior: -258025.4952343511 || Iter Time:0.013895034790039062 || Total time:26.26975679397583 Loading and distributing data: 0.000772 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 16 || Log posterior: -256645.64322822154 || Iter Time:0.015675067901611328 || Total time:26.28543186187744 Iteration: 106 || Clusters count: 18 || Log posterior: -255683.42108223317 || Iter Time:0.015963077545166016 || Total time:26.301394939422607 Iteration: 107 || Clusters count: 18 || Log posterior: -255623.23706775284 || Iter Time:0.018453121185302734 || Total time:26.31984806060791 Iteration: 108 || Clusters count: 18 || Log posterior: -255620.4538085227 || Iter Time:0.014843940734863281 || Total time:26.334692001342773 Iteration: 109 || Clusters count: 18 || Log posterior: -255619.03316506787 || Iter Time:0.015005111694335938 || Total time:26.34969711303711 Iteration: 110 || 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Log posterior: -255620.56820991955 || Iter Time:0.024478912353515625 || Total time:26.62540030479431 Iteration: 125 || Clusters count: 18 || Log posterior: -255610.30442145962 || Iter Time:0.027519941329956055 || Total time:26.652920246124268 Loading and distributing data: 0.000759 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -254942.59744367938 || Iter Time:0.025365114212036133 || Total time:26.678285360336304 Iteration: 127 || Clusters count: 20 || Log posterior: -254883.43704546193 || Iter Time:0.026623964309692383 || Total time:26.704909324645996 Iteration: 128 || Clusters count: 20 || Log posterior: -254879.71508320625 || Iter Time:0.02496790885925293 || Total time:26.72987723350525 Iteration: 129 || Clusters count: 20 || Log posterior: -254876.88470710485 || Iter Time:0.023629188537597656 || Total time:26.753506422042847 Iteration: 130 || Clusters count: 20 || Log posterior: -254881.49380892856 || Iter Time:0.027821063995361328 || 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time:27.14887809753418 Iteration: 145 || Clusters count: 20 || Log posterior: -254876.99709849904 || Iter Time:0.027961015701293945 || Total time:27.176839113235474 Iteration: 146 || Clusters count: 20 || Log posterior: -254876.99709849904 || Iter Time:0.02901291847229004 || Total time:27.205852031707764 Loading and distributing data: 0.000860 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -254879.6311674089 || Iter Time:0.028292179107666016 || Total time:27.23414421081543 Iteration: 148 || Clusters count: 20 || Log posterior: -254856.30031810762 || Iter Time:0.029754161834716797 || Total time:27.263898372650146 Iteration: 149 || Clusters count: 20 || Log posterior: -254861.66160072086 || Iter Time:0.03314685821533203 || Total time:27.29704523086548 Iteration: 150 || Clusters count: 20 || Log posterior: -254853.77077341126 || Iter Time:0.02915477752685547 || Total time:27.326200008392334 Iteration: 151 || Clusters count: 20 || Log posterior: -254858.99131684308 || Iter Time:0.03274703025817871 || Total time:27.358947038650513 Iteration: 152 || Clusters count: 20 || Log posterior: -254849.93141551013 || Iter Time:0.03022909164428711 || Total time:27.3891761302948 Iteration: 153 || Clusters count: 20 || Log posterior: -254849.5125574115 || Iter Time:0.028208017349243164 || Total time:27.417384147644043 Iteration: 154 || Clusters count: 20 || Log posterior: -254846.63392383873 || Iter Time:0.03122091293334961 || Total time:27.448605060577393 Iteration: 155 || Clusters count: 20 || Log posterior: -254850.53889574585 || Iter Time:0.027276039123535156 || Total time:27.475881099700928 Iteration: 156 || Clusters count: 20 || Log posterior: -254853.78405231406 || Iter Time:0.031016111373901367 || Total time:27.50689721107483 Iteration: 157 || Clusters count: 20 || Log posterior: -254854.6104164562 || Iter Time:0.028896093368530273 || Total time:27.53579330444336 Iteration: 158 || Clusters count: 20 || Log posterior: 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-254849.09711630567 || Iter Time:0.02924489974975586 || Total time:27.775664806365967 Iteration: 166 || Clusters count: 20 || Log posterior: -254850.12231593858 || Iter Time:0.03368782997131348 || Total time:27.80935263633728 Iteration: 167 || Clusters count: 20 || Log posterior: -254846.3014371052 || Iter Time:0.027827978134155273 || Total time:27.837180614471436 Loading and distributing data: 0.000868 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -254838.02256609092 || Iter Time:0.03253293037414551 || Total time:27.86971354484558 Iteration: 169 || Clusters count: 20 || Log posterior: -254814.47091554914 || Iter Time:0.028650999069213867 || Total time:27.898364543914795 Iteration: 170 || Clusters count: 20 || Log posterior: -254815.69628771336 || Iter Time:0.02866387367248535 || Total time:27.92702841758728 Iteration: 171 || Clusters count: 20 || Log posterior: -254820.0529452793 || Iter Time:0.03234386444091797 || Total 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time:28.360182523727417 Iteration: 186 || Clusters count: 20 || Log posterior: -254825.9307153771 || Iter Time:0.03241705894470215 || Total time:28.39259958267212 Iteration: 187 || Clusters count: 20 || Log posterior: -254825.560891012 || Iter Time:0.02877211570739746 || Total time:28.421371698379517 Iteration: 188 || Clusters count: 20 || Log posterior: -254816.31947153303 || Iter Time:0.02638101577758789 || Total time:28.447752714157104 Loading and distributing data: 0.001203 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255112.96785993443 || Iter Time:0.028320789337158203 || Total time:28.476073503494263 Iteration: 190 || Clusters count: 20 || Log posterior: -255065.80704977884 || Iter Time:0.02768111228942871 || Total time:28.50375461578369 Iteration: 191 || Clusters count: 20 || Log posterior: -255062.30979129655 || Iter Time:0.03325295448303223 || Total time:28.537007570266724 Iteration: 192 || Clusters count: 20 || Log posterior: -255067.75093241778 || Iter Time:0.028660058975219727 || Total time:28.565667629241943 Iteration: 193 || Clusters count: 20 || Log posterior: -255061.4538381595 || Iter Time:0.03266501426696777 || Total time:28.59833264350891 Iteration: 194 || Clusters count: 20 || Log posterior: -255058.57490027262 || Iter Time:0.029536008834838867 || Total time:28.62786865234375 Iteration: 195 || Clusters count: 20 || Log posterior: -255063.92104295577 || Iter Time:0.028722047805786133 || Total time:28.656590700149536 Iteration: 196 || Clusters count: 20 || Log posterior: -255062.36575660628 || Iter Time:0.032228946685791016 || Total time:28.688819646835327 Iteration: 197 || Clusters count: 20 || Log posterior: -255058.69751876924 || Iter Time:0.029664039611816406 || Total time:28.718483686447144 Iteration: 198 || Clusters count: 20 || Log posterior: -255061.2808870646 || Iter Time:0.03342008590698242 || Total time:28.751903772354126 Iteration: 199 || Clusters count: 20 || Log posterior: -255054.61940484005 || Iter Time:0.030197858810424805 || Total time:28.78210163116455 Iteration: 200 || Clusters count: 20 || Log posterior: -255058.93760441212 || Iter Time:0.02962803840637207 || Total time:28.811729669570923 Iteration: 201 || Clusters count: 20 || Log posterior: -255053.61159073602 || Iter Time:0.032670021057128906 || Total time:28.84439969062805 Iteration: 202 || Clusters count: 20 || Log posterior: -255055.69016095292 || Iter Time:0.029732942581176758 || Total time:28.87413263320923 Iteration: 203 || Clusters count: 20 || Log posterior: -255059.9440307927 || Iter Time:0.03206014633178711 || Total time:28.906192779541016 Iteration: 204 || Clusters count: 20 || Log posterior: -255059.5226295524 || Iter Time:0.02831101417541504 || Total time:28.93450379371643 Iteration: 205 || Clusters count: 20 || Log posterior: -255054.54745521653 || Iter Time:0.02833700180053711 || Total time:28.962840795516968 Iteration: 206 || Clusters count: 20 || Log posterior: -255054.67007371318 || Iter Time:0.03222513198852539 || Total time:28.995065927505493 Iteration: 207 || Clusters count: 20 || Log posterior: -255056.92316204787 || Iter Time:0.028419017791748047 || Total time:29.02348494529724 Iteration: 208 || Clusters count: 20 || Log posterior: -255058.5041517379 || Iter Time:0.03093719482421875 || Total time:29.05442214012146 Iteration: 209 || Clusters count: 20 || Log posterior: -255053.80868957948 || Iter Time:0.027226924896240234 || Total time:29.0816490650177 NMI: 0.7536261851051684 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m30.8s [18185, 21187, 38315, 6745, 7495, 39083, 29898, 164117, 32567, 107558, 232161, 4810, 17620, 14961, 59908, 65152, 11598, 58452, 26198, 43990] Loading and distributing data: 0.000345 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6465.983811793094 || Iter Time:5.049744129180908 || Total time:5.049744129180908 Iteration: 1 || Clusters count: 1 || Log posterior: -6465.983811793094 || Iter Time:0.0031058788299560547 || Total time:5.052850008010864 Iteration: 2 || Clusters count: 1 || Log posterior: -6465.983811793094 || Iter Time:0.002341032028198242 || Total time:5.0551910400390625 Iteration: 3 || Clusters count: 1 || Log posterior: -6465.983811793094 || Iter Time:0.001986980438232422 || Total time:5.057178020477295 Iteration: 4 || Clusters count: 1 || Log posterior: -6465.983811793094 || Iter Time:0.0017518997192382812 || Total time:5.058929920196533 Iteration: 5 || Clusters count: 1 || Log posterior: -6465.983811793094 || Iter Time:0.0016868114471435547 || Total time:5.060616731643677 Iteration: 6 || Clusters count: 1 || Log posterior: -6465.983811793094 || Iter Time:0.0017108917236328125 || Total time:5.06232762336731 Iteration: 7 || Clusters count: 1 || Log posterior: -6465.983811793094 || Iter Time:0.0017518997192382812 || Total time:5.064079523086548 Iteration: 8 || Clusters count: 2 || Log posterior: -6339.881604943754 || Iter Time:0.15137004852294922 || Total time:5.215449571609497 Iteration: 9 || Clusters count: 2 || Log posterior: -6328.967594648268 || Iter Time:0.0025260448455810547 || Total time:5.217975616455078 Iteration: 10 || Clusters count: 2 || Log posterior: -6321.304007582455 || Iter Time:0.002065896987915039 || Total time:5.220041513442993 Iteration: 11 || Clusters count: 2 || Log posterior: -6341.76395765517 || Iter Time:0.0019550323486328125 || Total time:5.221996545791626 Iteration: 12 || Clusters count: 2 || Log posterior: -6318.7428055114215 || Iter Time:0.0019588470458984375 || Total time:5.223955392837524 Iteration: 13 || Clusters count: 2 || Log posterior: -6343.266132586833 || Iter Time:0.0018160343170166016 || Total time:5.225771427154541 Iteration: 14 || Clusters count: 2 || Log posterior: -6325.642982544215 || Iter Time:0.0017888545989990234 || Total time:5.22756028175354 Iteration: 15 || Clusters count: 2 || Log posterior: -6316.63512323561 || Iter Time:0.0018379688262939453 || Total time:5.229398250579834 Iteration: 16 || Clusters count: 2 || Log posterior: -6315.148554968833 || Iter Time:0.001837015151977539 || Total time:5.2312352657318115 Iteration: 17 || Clusters count: 2 || Log posterior: -6329.20688365672 || Iter Time:0.0019068717956542969 || Total time:5.233142137527466 Iteration: 18 || Clusters count: 3 || Log posterior: -6051.122219335475 || Iter Time:0.00489497184753418 || Total time:5.238037109375 Iteration: 19 || Clusters count: 3 || Log posterior: -5936.698145574486 || Iter Time:0.0025551319122314453 || Total time:5.2405922412872314 Iteration: 20 || Clusters count: 3 || Log posterior: -5913.041061415517 || Iter Time:0.002527952194213867 || Total time:5.243120193481445 Iteration: 21 || Clusters count: 4 || Log posterior: -5855.343773814066 || Iter Time:0.00613093376159668 || Total time:5.249251127243042 Iteration: 22 || Clusters count: 4 || Log posterior: -5858.093443032723 || Iter Time:0.0029799938201904297 || Total time:5.252231121063232 Iteration: 23 || Clusters count: 4 || Log posterior: -5842.878077053221 || Iter Time:0.0029120445251464844 || Total time:5.255143165588379 Iteration: 24 || Clusters count: 4 || Log posterior: -5828.283731762404 || Iter Time:0.002885103225708008 || Total time:5.258028268814087 Iteration: 25 || Clusters count: 4 || Log posterior: -5838.506534815942 || Iter Time:0.0027251243591308594 || Total time:5.260753393173218 Iteration: 26 || Clusters count: 4 || Log posterior: -5847.074107083907 || Iter Time:0.0028901100158691406 || Total time:5.263643503189087 Iteration: 27 || Clusters count: 4 || Log posterior: -5857.091628707642 || Iter Time:0.0028839111328125 || Total time:5.266527414321899 Iteration: 28 || Clusters count: 4 || Log posterior: -5832.626452243023 || Iter Time:0.003036975860595703 || Total time:5.269564390182495 Iteration: 29 || Clusters count: 4 || Log posterior: -5851.336160849389 || Iter Time:0.0030040740966796875 || Total time:5.272568464279175 Iteration: 30 || Clusters count: 4 || Log posterior: -5783.5074476079535 || Iter Time:1.1493430137634277 || Total time:6.4219114780426025 false [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 1, 1, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 2, 1, 2, 1, 2] [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 1, 1, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 2, 1, 2, 1, 2] Loading and distributing data: 0.000335 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 5 || Log posterior: -5023.099280285749 || Iter Time:0.03153800964355469 || Total time:6.453449487686157 Iteration: 32 || Clusters count: 5 || Log posterior: -4930.683922598883 || Iter Time:0.005805015563964844 || Total time:6.459254503250122 Loading and distributing data: 0.000195 seconds (128 allocations: 13.211 KiB) Iteration: 33 || Clusters count: 5 || Log posterior: -3724.6078556039765 || Iter Time:0.0039958953857421875 || Total time:6.463250398635864 Iteration: 34 || Clusters count: 5 || Log posterior: -3679.383454898899 || Iter Time:0.006058931350708008 || Total time:6.469309329986572 Loading and distributing data: 0.000189 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 5 || Log posterior: -3469.7776585964393 || Iter Time:0.0038590431213378906 || Total time:6.47316837310791 Iteration: 36 || Clusters count: 5 || Log posterior: -3411.4776468049104 || Iter Time:0.006055116653442383 || Total time:6.4792234897613525 Loading and distributing data: 0.000198 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 5 || Log posterior: -3415.1661164117613 || Iter Time:0.003984928131103516 || Total time:6.483208417892456 Iteration: 38 || Clusters count: 5 || Log posterior: -3361.399702687534 || Iter Time:0.005990028381347656 || Total time:6.489198446273804 Loading and distributing data: 0.000191 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 5 || Log posterior: -3428.852570983652 || Iter Time:0.0038509368896484375 || Total time:6.493049383163452 Iteration: 40 || Clusters count: 5 || Log posterior: -3378.9935454653705 || Iter Time:0.006201028823852539 || Total time:6.499250411987305 Loading and distributing data: 0.000192 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 5 || Log posterior: -3455.042875236275 || Iter Time:0.09364795684814453 || Total time:6.592898368835449 Iteration: 42 || Clusters count: 5 || Log posterior: -3390.552450804931 || Iter Time:0.0068511962890625 || Total time:6.599749565124512 Loading and distributing data: 0.000193 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 5 || Log posterior: -3434.481717140262 || Iter Time:0.0052280426025390625 || Total time:6.604977607727051 Iteration: 44 || Clusters count: 5 || Log posterior: -3380.8677544794477 || Iter Time:0.0066678524017333984 || Total time:6.611645460128784 Loading and distributing data: 0.000186 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 6 || Log posterior: -3370.2488555461387 || Iter Time:0.006268024444580078 || Total time:6.617913484573364 Iteration: 46 || Clusters count: 6 || Log posterior: -3267.9746458486243 || Iter Time:0.0072710514068603516 || Total time:6.625184535980225 Loading and distributing data: 0.000201 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 7 || Log posterior: -3325.6397898150467 || Iter Time:0.005671024322509766 || Total time:6.630855560302734 Iteration: 48 || Clusters count: 7 || Log posterior: -3197.7050395189935 || Iter Time:0.007823944091796875 || Total time:6.638679504394531 Loading and distributing data: 0.000199 seconds 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-3016.6883093623173 || Iter Time:0.009130001068115234 || Total time:6.725411415100098 Loading and distributing data: 0.000198 seconds (128 allocations: 13.180 KiB) Iteration: 61 || Clusters count: 7 || Log posterior: -3040.516175827511 || Iter Time:0.006986856460571289 || Total time:6.732398271560669 Iteration: 62 || Clusters count: 7 || Log posterior: -2994.8386634998433 || Iter Time:0.00897216796875 || Total time:6.741370439529419 Loading and distributing data: 0.000210 seconds (128 allocations: 13.180 KiB) Iteration: 63 || Clusters count: 7 || Log posterior: -3058.104564735621 || Iter Time:0.006724834442138672 || Total time:6.748095273971558 Iteration: 64 || Clusters count: 7 || Log posterior: -3005.3291887336654 || Iter Time:0.008979082107543945 || Total time:6.757074356079102 Loading and distributing data: 0.000203 seconds (128 allocations: 13.180 KiB) Iteration: 65 || Clusters count: 7 || Log posterior: -3027.506144375334 || Iter Time:0.007058858871459961 || Total time:6.7641332149505615 Iteration: 66 || Clusters count: 7 || Log posterior: -2995.3106179965544 || Iter Time:0.008978843688964844 || Total time:6.773112058639526 Loading and distributing data: 0.000192 seconds (128 allocations: 13.211 KiB) Iteration: 67 || Clusters count: 7 || Log posterior: -3083.720597117357 || Iter Time:0.0067021846771240234 || Total time:6.77981424331665 Iteration: 68 || Clusters count: 7 || Log posterior: -3052.155905785152 || Iter Time:0.00892019271850586 || Total time:6.788734436035156 Loading and distributing data: 0.000196 seconds (128 allocations: 13.180 KiB) Iteration: 69 || Clusters count: 7 || Log posterior: -3086.045952498702 || Iter Time:0.007400989532470703 || Total time:6.796135425567627 Iteration: 70 || Clusters count: 7 || Log posterior: -3032.770685329326 || Iter Time:0.009443044662475586 || Total time:6.8055784702301025 Loading and distributing data: 0.000200 seconds (128 allocations: 13.180 KiB) Iteration: 71 || Clusters count: 7 || Log posterior: -3089.379599821573 || Iter Time:0.0067479610443115234 || Total time:6.812326431274414 Iteration: 72 || Clusters count: 7 || Log posterior: -3039.4688624126175 || Iter Time:0.008911848068237305 || Total time:6.821238279342651 Loading and distributing data: 0.000206 seconds (128 allocations: 13.180 KiB) Iteration: 73 || Clusters count: 7 || Log posterior: -3059.300837697699 || Iter Time:0.006676912307739258 || Total time:6.827915191650391 Iteration: 74 || Clusters count: 7 || Log posterior: -3029.217210655855 || Iter Time:0.00871896743774414 || Total time:6.836634159088135 Loading and distributing data: 0.000186 seconds (128 allocations: 13.180 KiB) Iteration: 75 || Clusters count: 7 || Log posterior: -3044.329212037579 || Iter Time:0.006795167922973633 || Total time:6.843429327011108 Iteration: 76 || Clusters count: 7 || Log posterior: -3013.541333931929 || Iter Time:0.009773969650268555 || Total time:6.853203296661377 Loading and distributing data: 0.000231 seconds (128 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-3037.4038869442047 || Iter Time:0.009028911590576172 || Total time:6.952276706695557 Loading and distributing data: 0.000201 seconds (128 allocations: 13.180 KiB) Iteration: 89 || Clusters count: 7 || Log posterior: -3067.0535187974074 || Iter Time:0.0069768428802490234 || Total time:6.959253549575806 Iteration: 90 || Clusters count: 7 || Log posterior: -3024.0230007860473 || Iter Time:0.009701967239379883 || Total time:6.9689555168151855 Loading and distributing data: 0.000205 seconds (128 allocations: 13.180 KiB) Iteration: 91 || Clusters count: 7 || Log posterior: -3095.3572772286902 || Iter Time:0.00751805305480957 || Total time:6.976473569869995 Iteration: 92 || Clusters count: 7 || Log posterior: -3029.557503903017 || Iter Time:0.009729146957397461 || Total time:6.986202716827393 Loading and distributing data: 0.000209 seconds (128 allocations: 13.180 KiB) Iteration: 93 || Clusters count: 7 || Log posterior: -3047.9823104851257 || Iter Time:0.007489919662475586 || Total 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-3061.1917387849853 || Iter Time:0.007209062576293945 || Total time:7.042412996292114 Iteration: 100 || Clusters count: 7 || Log posterior: -3026.6390395467256 || Iter Time:0.00913691520690918 || Total time:7.051549911499023 Loading and distributing data: 0.000215 seconds (128 allocations: 13.180 KiB) Iteration: 101 || Clusters count: 7 || Log posterior: -3107.4393916387803 || Iter Time:0.007562160491943359 || Total time:7.059112071990967 Iteration: 102 || Clusters count: 7 || Log posterior: -3058.225197285496 || Iter Time:0.009773015975952148 || Total time:7.068885087966919 Loading and distributing data: 0.000198 seconds (128 allocations: 13.180 KiB) Iteration: 103 || Clusters count: 7 || Log posterior: -3027.851548336063 || Iter Time:0.006849050521850586 || Total time:7.0757341384887695 Iteration: 104 || Clusters count: 7 || Log posterior: -3004.1497123610256 || Iter Time:0.009193897247314453 || Total time:7.084928035736084 Loading and distributing data: 0.000203 seconds (128 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posterior: -3061.5335590307627 || Iter Time:0.00964212417602539 || Total time:7.188776016235352 Loading and distributing data: 0.000208 seconds (128 allocations: 13.180 KiB) Iteration: 117 || Clusters count: 7 || Log posterior: -3053.261892330232 || Iter Time:0.007948875427246094 || Total time:7.196724891662598 Iteration: 118 || Clusters count: 7 || Log posterior: -3031.3837827857924 || Iter Time:0.010888099670410156 || Total time:7.207612991333008 Loading and distributing data: 0.000222 seconds (128 allocations: 13.180 KiB) Iteration: 119 || Clusters count: 7 || Log posterior: -3059.261912614032 || Iter Time:0.008373022079467773 || Total time:7.215986013412476 Iteration: 120 || Clusters count: 7 || Log posterior: -3022.4338205484914 || Iter Time:0.010665178298950195 || Total time:7.226651191711426 Loading and distributing data: 0.000212 seconds (128 allocations: 13.180 KiB) Iteration: 121 || Clusters count: 7 || Log posterior: -3064.937772259326 || Iter Time:0.008571863174438477 || 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posterior: -2978.693456057317 || Iter Time:0.00954580307006836 || Total time:8.68225884437561 Loading and distributing data: 0.000206 seconds (128 allocations: 13.180 KiB) Iteration: 279 || Clusters count: 7 || Log posterior: -3094.8383890780233 || Iter Time:0.007214784622192383 || Total time:8.689473628997803 Iteration: 280 || Clusters count: 7 || Log posterior: -3050.9702630839797 || Iter Time:0.009238958358764648 || Total time:8.698712587356567 Loading and distributing data: 0.000190 seconds (128 allocations: 13.180 KiB) Iteration: 281 || Clusters count: 7 || Log posterior: -3138.1255393617707 || Iter Time:0.007155895233154297 || Total time:8.705868482589722 Iteration: 282 || Clusters count: 7 || Log posterior: -3082.663703940437 || Iter Time:0.009423971176147461 || Total time:8.71529245376587 Loading and distributing data: 0.000215 seconds (128 allocations: 13.180 KiB) Iteration: 283 || Clusters count: 7 || Log posterior: -3091.0751336499434 || Iter Time:0.007004976272583008 || 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posterior: -3063.8118867001053 || Iter Time:0.009098052978515625 || Total time:8.941672325134277 Loading and distributing data: 0.000199 seconds (128 allocations: 13.180 KiB) Iteration: 307 || Clusters count: 7 || Log posterior: -3123.2017490688386 || Iter Time:0.006819009780883789 || Total time:8.948491334915161 Iteration: 308 || Clusters count: 7 || Log posterior: -3051.5761322415256 || Iter Time:0.009303092956542969 || Total time:8.957794427871704 Loading and distributing data: 0.000205 seconds (128 allocations: 13.180 KiB) Iteration: 309 || Clusters count: 7 || Log posterior: -3076.3388712244955 || Iter Time:0.007206916809082031 || Total time:8.965001344680786 Iteration: 310 || Clusters count: 7 || Log posterior: -3015.709309711067 || Iter Time:0.009413957595825195 || Total time:8.974415302276611 Loading and distributing data: 0.000201 seconds (128 allocations: 13.180 KiB) Iteration: 311 || Clusters count: 7 || Log posterior: -3079.3576369034654 || Iter Time:0.007097005844116211 || 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Iteration: 518 || Clusters count: 7 || Log posterior: -3039.0816686267744 || Iter Time:0.009382963180541992 || Total time:10.78190302848816 Loading and distributing data: 0.000241 seconds (129 allocations: 13.195 KiB) Iteration: 519 || Clusters count: 7 || Log posterior: -3104.053523088737 || Iter Time:0.007525920867919922 || Total time:10.789428949356079 Iteration: 520 || Clusters count: 7 || Log posterior: -3042.5305139228417 || Iter Time:0.009469032287597656 || Total time:10.798897981643677 Loading and distributing data: 0.000197 seconds (129 allocations: 13.195 KiB) Iteration: 521 || Clusters count: 7 || Log posterior: -3070.108802143829 || Iter Time:0.007447004318237305 || Total time:10.806344985961914 Iteration: 522 || Clusters count: 7 || Log posterior: -3032.37137437725 || Iter Time:0.0090789794921875 || Total time:10.815423965454102 Loading and distributing data: 0.000192 seconds (129 allocations: 13.195 KiB) Iteration: 523 || Clusters count: 7 || Log posterior: 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Iteration: 551 || Clusters count: 7 || Log posterior: -3127.610894725354 || Iter Time:0.0070340633392333984 || Total time:11.056318759918213 Iteration: 552 || Clusters count: 7 || Log posterior: -3093.8531192305604 || Iter Time:0.00923919677734375 || Total time:11.065557956695557 Loading and distributing data: 0.000198 seconds (129 allocations: 13.195 KiB) Iteration: 553 || Clusters count: 8 || Log posterior: -3152.9598010633863 || Iter Time:0.0078029632568359375 || Total time:11.073360919952393 Iteration: 554 || Clusters count: 8 || Log posterior: -3091.22164989383 || Iter Time:0.009715080261230469 || Total time:11.083076000213623 Loading and distributing data: 0.000208 seconds (129 allocations: 13.195 KiB) Iteration: 555 || Clusters count: 8 || Log posterior: -3115.203022581905 || Iter Time:0.007139921188354492 || Total time:11.090215921401978 Iteration: 556 || Clusters count: 8 || Log posterior: -3061.4652277602922 || Iter Time:0.009557008743286133 || Total time:11.099772930145264 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Iteration: 640 || Clusters count: 8 || Log posterior: -2952.2675612741446 || Iter Time:0.010818958282470703 || Total time:11.939298868179321 Loading and distributing data: 0.000206 seconds (129 allocations: 13.195 KiB) Iteration: 641 || Clusters count: 8 || Log posterior: -3037.0450854539067 || Iter Time:0.008202075958251953 || Total time:11.947500944137573 Iteration: 642 || Clusters count: 8 || Log posterior: -3001.103159510066 || Iter Time:0.010563135147094727 || Total time:11.958064079284668 Loading and distributing data: 0.000195 seconds (129 allocations: 13.195 KiB) Iteration: 643 || Clusters count: 9 || Log posterior: -3037.4900436953926 || Iter Time:0.008795976638793945 || Total time:11.966860055923462 Iteration: 644 || Clusters count: 9 || Log posterior: -3010.3466265131096 || Iter Time:0.011100053787231445 || Total time:11.977960109710693 Loading and distributing data: 0.000219 seconds (129 allocations: 13.195 KiB) Iteration: 645 || Clusters count: 9 || Log posterior: 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Iteration: 673 || Clusters count: 8 || Log posterior: -2914.467058321373 || Iter Time:0.0072438716888427734 || Total time:12.283721923828125 Iteration: 674 || Clusters count: 8 || Log posterior: -2897.833049871471 || Iter Time:0.009965181350708008 || Total time:12.293687105178833 Loading and distributing data: 0.000205 seconds (129 allocations: 13.195 KiB) Iteration: 675 || Clusters count: 8 || Log posterior: -2911.802239104385 || Iter Time:0.007987022399902344 || Total time:12.301674127578735 Iteration: 676 || Clusters count: 8 || Log posterior: -2902.7031107346 || Iter Time:0.010891914367675781 || Total time:12.312566041946411 Loading and distributing data: 0.000208 seconds (129 allocations: 13.195 KiB) Iteration: 677 || Clusters count: 8 || Log posterior: -2907.0995186689593 || Iter Time:0.007570981979370117 || Total time:12.320137023925781 Iteration: 678 || Clusters count: 8 || Log posterior: -2891.7845467409174 || Iter Time:0.010391950607299805 || Total time:12.330528974533081 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Iteration: 690 || Clusters count: 8 || Log posterior: -2925.3186532331274 || Iter Time:0.011260986328125 || Total time:12.444252967834473 Loading and distributing data: 0.000205 seconds (129 allocations: 13.195 KiB) Iteration: 691 || Clusters count: 8 || Log posterior: -2935.1694272504747 || Iter Time:0.008621931076049805 || Total time:12.452874898910522 Iteration: 692 || Clusters count: 8 || Log posterior: -2917.8184340600524 || Iter Time:0.010696887969970703 || Total time:12.463571786880493 Loading and distributing data: 0.000196 seconds (129 allocations: 13.195 KiB) Iteration: 693 || Clusters count: 8 || Log posterior: -2966.069745677561 || Iter Time:0.008200883865356445 || Total time:12.47177267074585 Iteration: 694 || Clusters count: 8 || Log posterior: -2944.9617478240384 || Iter Time:0.010596036911010742 || Total time:12.48236870765686 Loading and distributing data: 0.000210 seconds (129 allocations: 13.195 KiB) Iteration: 695 || Clusters count: 8 || Log posterior: 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Iteration: 751 || Clusters count: 9 || Log posterior: -2960.6132531923927 || Iter Time:0.02691507339477539 || Total time:13.139015913009644 Iteration: 752 || Clusters count: 9 || Log posterior: -2948.4002740270457 || Iter Time:0.011600017547607422 || Total time:13.150615930557251 Loading and distributing data: 0.000234 seconds (129 allocations: 13.195 KiB) Iteration: 753 || Clusters count: 9 || Log posterior: -2947.3243189227223 || Iter Time:0.008745193481445312 || Total time:13.159361124038696 Iteration: 754 || Clusters count: 9 || Log posterior: -2924.6251704273445 || Iter Time:0.011927127838134766 || Total time:13.171288251876831 Loading and distributing data: 0.000208 seconds (129 allocations: 13.195 KiB) Iteration: 755 || Clusters count: 9 || Log posterior: -2936.8346141225093 || Iter Time:0.008799076080322266 || Total time:13.180087327957153 Iteration: 756 || Clusters count: 9 || Log posterior: -2927.7437031734726 || Iter Time:0.012072086334228516 || Total time:13.192159414291382 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Iteration: 818 || Clusters count: 9 || Log posterior: -2904.066675887787 || Iter Time:0.011698007583618164 || Total time:13.817729949951172 Loading and distributing data: 0.000190 seconds (129 allocations: 13.195 KiB) Iteration: 819 || Clusters count: 9 || Log posterior: -2933.7493148081894 || Iter Time:0.00958108901977539 || Total time:13.827311038970947 Iteration: 820 || Clusters count: 9 || Log posterior: -2906.7621531259356 || Iter Time:0.012258052825927734 || Total time:13.839569091796875 Loading and distributing data: 0.000209 seconds (129 allocations: 13.195 KiB) Iteration: 821 || Clusters count: 9 || Log posterior: -2932.6774443095237 || Iter Time:0.011178016662597656 || Total time:13.850747108459473 Iteration: 822 || Clusters count: 8 || Log posterior: -2914.168695606264 || Iter Time:0.013795852661132812 || Total time:13.864542961120605 Loading and distributing data: 0.000219 seconds (129 allocations: 13.195 KiB) Iteration: 823 || Clusters count: 8 || Log posterior: 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Iteration: 851 || Clusters count: 8 || Log posterior: -2925.0260585164956 || Iter Time:0.00767207145690918 || Total time:14.167415857315063 Iteration: 852 || Clusters count: 8 || Log posterior: -2915.6449956799684 || Iter Time:0.010145902633666992 || Total time:14.17756175994873 Loading and distributing data: 0.000183 seconds (129 allocations: 13.195 KiB) Iteration: 853 || Clusters count: 9 || Log posterior: -2898.9780870249965 || Iter Time:0.008265018463134766 || Total time:14.185826778411865 Iteration: 854 || Clusters count: 9 || Log posterior: -2878.182159098376 || Iter Time:0.010540962219238281 || Total time:14.196367740631104 Loading and distributing data: 0.000230 seconds (129 allocations: 13.195 KiB) Iteration: 855 || Clusters count: 8 || Log posterior: -2865.5635440094525 || Iter Time:0.00754094123840332 || Total time:14.203908681869507 Iteration: 856 || Clusters count: 8 || Log posterior: -2856.1372019778687 || Iter Time:0.009633064270019531 || Total time:14.213541746139526 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Iteration: 901 || Clusters count: 8 || Log posterior: -2921.352147298721 || Iter Time:0.008182048797607422 || Total time:14.663408994674683 Iteration: 902 || Clusters count: 8 || Log posterior: -2899.0564752578543 || Iter Time:0.010881900787353516 || Total time:14.674290895462036 Loading and distributing data: 0.000194 seconds (129 allocations: 13.195 KiB) Iteration: 903 || Clusters count: 8 || Log posterior: -2984.594597629845 || Iter Time:0.00853109359741211 || Total time:14.682821989059448 Iteration: 904 || Clusters count: 8 || Log posterior: -2968.921126610741 || Iter Time:0.010736942291259766 || Total time:14.693558931350708 Loading and distributing data: 0.000222 seconds (129 allocations: 13.195 KiB) Iteration: 905 || Clusters count: 9 || Log posterior: -2975.2840106612803 || Iter Time:0.008877038955688477 || Total time:14.702435970306396 Iteration: 906 || Clusters count: 9 || Log posterior: -2940.8461873030906 || Iter Time:0.010917901992797852 || Total time:14.713353872299194 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Iteration: 1001 || Clusters count: 9 || Log posterior: -2899.119435792535 || Iter Time:0.009805917739868164 || Total time:15.664292335510254 Iteration: 1002 || Clusters count: 9 || Log posterior: -2882.333079718262 || Iter Time:0.011116981506347656 || Total time:15.675409317016602 Loading and distributing data: 0.000200 seconds (129 allocations: 13.195 KiB) Iteration: 1003 || Clusters count: 8 || Log posterior: -2900.6936180912653 || Iter Time:0.008344888687133789 || Total time:15.683754205703735 Iteration: 1004 || Clusters count: 8 || Log posterior: -2877.4415840812844 || Iter Time:0.010417938232421875 || Total time:15.694172143936157 Loading and distributing data: 0.000215 seconds (129 allocations: 13.195 KiB) Iteration: 1005 || Clusters count: 8 || Log posterior: -2931.1917928699 || Iter Time:0.007925987243652344 || Total time:15.70209813117981 Iteration: 1006 || Clusters count: 8 || Log posterior: -2912.5008741519464 || Iter Time:0.010380029678344727 || Total 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Iteration: 1023 || Clusters count: 8 || Log posterior: -2995.750561599188 || Iter Time:0.008557796478271484 || Total time:15.875763654708862 Iteration: 1024 || Clusters count: 8 || Log posterior: -2947.3147605933336 || Iter Time:0.011548042297363281 || Total time:15.887311697006226 Loading and distributing data: 0.000210 seconds (129 allocations: 13.195 KiB) Iteration: 1025 || Clusters count: 8 || Log posterior: -2925.961000522705 || Iter Time:0.008467912673950195 || Total time:15.895779609680176 Iteration: 1026 || Clusters count: 8 || Log posterior: -2909.292048958502 || Iter Time:0.011157989501953125 || Total time:15.906937599182129 Loading and distributing data: 0.000214 seconds (129 allocations: 13.195 KiB) Iteration: 1027 || Clusters count: 9 || Log posterior: -2922.870467029371 || Iter Time:0.009649038314819336 || Total time:15.916586637496948 Iteration: 1028 || Clusters count: 9 || Log posterior: -2900.764284579484 || Iter Time:0.01163792610168457 || Total 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8 || Log posterior: -2965.997192457348 || Iter Time:0.010454893112182617 || Total time:16.00351119041443 Loading and distributing data: 0.000200 seconds (129 allocations: 13.195 KiB) Iteration: 1035 || Clusters count: 8 || Log posterior: -2966.236824671016 || Iter Time:0.007650852203369141 || Total time:16.011162042617798 Iteration: 1036 || Clusters count: 8 || Log posterior: -2937.5062029862565 || Iter Time:0.010365962982177734 || Total time:16.021528005599976 Loading and distributing data: 0.000228 seconds (129 allocations: 13.195 KiB) Iteration: 1037 || Clusters count: 8 || Log posterior: -2946.239899159253 || Iter Time:0.00839996337890625 || Total time:16.029927968978882 Iteration: 1038 || Clusters count: 8 || Log posterior: -2925.2298910104864 || Iter Time:0.010458946228027344 || Total time:16.04038691520691 Loading and distributing data: 0.000186 seconds (129 allocations: 13.195 KiB) Iteration: 1039 || Clusters count: 8 || Log posterior: -2951.223861814509 || Iter 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Iteration: 1139 || Clusters count: 8 || Log posterior: -2915.83095537864 || Iter Time:0.009716033935546875 || Total time:17.1066472530365 Iteration: 1140 || Clusters count: 8 || Log posterior: -2902.6421075227486 || Iter Time:0.012336969375610352 || Total time:17.11898422241211 Loading and distributing data: 0.000251 seconds (129 allocations: 13.195 KiB) Iteration: 1141 || Clusters count: 8 || Log posterior: -2920.4545121733604 || Iter Time:0.009287834167480469 || Total time:17.12827205657959 Iteration: 1142 || Clusters count: 8 || Log posterior: -2909.6880051084477 || Iter Time:0.011787176132202148 || Total time:17.140059232711792 Loading and distributing data: 0.000235 seconds (129 allocations: 13.195 KiB) Iteration: 1143 || Clusters count: 8 || Log posterior: -2929.7424365544807 || Iter Time:0.009366989135742188 || Total time:17.149426221847534 Iteration: 1144 || Clusters count: 8 || Log posterior: -2908.0802171077144 || Iter Time:0.011718034744262695 || Total 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Iteration: 1161 || Clusters count: 8 || Log posterior: -2949.474456281794 || Iter Time:0.009656906127929688 || Total time:17.342164278030396 Iteration: 1162 || Clusters count: 8 || Log posterior: -2914.4168294598694 || Iter Time:0.011954069137573242 || Total time:17.35411834716797 Loading and distributing data: 0.000212 seconds (129 allocations: 13.195 KiB) Iteration: 1163 || Clusters count: 8 || Log posterior: -2971.7236082634654 || Iter Time:0.009109020233154297 || Total time:17.363227367401123 Iteration: 1164 || Clusters count: 8 || Log posterior: -2952.351849543364 || Iter Time:0.012169122695922852 || Total time:17.375396490097046 Loading and distributing data: 0.000215 seconds (129 allocations: 13.195 KiB) Iteration: 1165 || Clusters count: 8 || Log posterior: -2958.4612309263975 || Iter Time:0.009279966354370117 || Total time:17.384676456451416 Iteration: 1166 || Clusters count: 8 || Log posterior: -2947.658819853117 || Iter Time:0.012078046798706055 || Total 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Iteration: 1183 || Clusters count: 9 || Log posterior: -2941.7420275760883 || Iter Time:0.008970975875854492 || Total time:17.598536729812622 Iteration: 1184 || Clusters count: 9 || Log posterior: -2909.64482215046 || Iter Time:0.011909008026123047 || Total time:17.610445737838745 Loading and distributing data: 0.000208 seconds (129 allocations: 13.195 KiB) Iteration: 1185 || Clusters count: 9 || Log posterior: -2932.056918177532 || Iter Time:0.009741067886352539 || Total time:17.620186805725098 Iteration: 1186 || Clusters count: 9 || Log posterior: -2911.3906924497896 || Iter Time:0.012480974197387695 || Total time:17.632667779922485 Loading and distributing data: 0.000223 seconds (129 allocations: 13.195 KiB) Iteration: 1187 || Clusters count: 9 || Log posterior: -2946.549455522758 || Iter Time:0.009976863861083984 || Total time:17.64264464378357 Iteration: 1188 || Clusters count: 9 || Log posterior: -2919.0599954845707 || Iter Time:0.012349843978881836 || Total 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Iteration: 1205 || Clusters count: 8 || Log posterior: -2938.989807662846 || Iter Time:0.009104013442993164 || Total time:17.829002380371094 Iteration: 1206 || Clusters count: 8 || Log posterior: -2920.7158129200743 || Iter Time:0.011713981628417969 || Total time:17.84071636199951 Loading and distributing data: 0.000240 seconds (129 allocations: 13.195 KiB) Iteration: 1207 || Clusters count: 8 || Log posterior: -2912.302129800534 || Iter Time:0.00911092758178711 || Total time:17.8498272895813 Iteration: 1208 || Clusters count: 8 || Log posterior: -2897.750139992091 || Iter Time:0.011871099472045898 || Total time:17.861698389053345 Loading and distributing data: 0.000208 seconds (129 allocations: 13.195 KiB) Iteration: 1209 || Clusters count: 8 || Log posterior: -2942.009830216686 || Iter Time:0.00898599624633789 || Total time:17.870684385299683 Iteration: 1210 || Clusters count: 8 || Log posterior: -2922.114303697119 || Iter Time:0.012305974960327148 || Total time:17.88299036026001 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-2872.3566262640625 || Iter Time:0.011987924575805664 || Total time:17.94711136817932 Loading and distributing data: 0.000213 seconds (129 allocations: 13.195 KiB) Iteration: 1217 || Clusters count: 8 || Log posterior: -2917.715700916227 || Iter Time:0.00849604606628418 || Total time:17.955607414245605 Iteration: 1218 || Clusters count: 8 || Log posterior: -2897.884824919084 || Iter Time:0.01063394546508789 || Total time:17.966241359710693 Loading and distributing data: 0.000211 seconds (129 allocations: 13.195 KiB) Iteration: 1219 || Clusters count: 8 || Log posterior: -2961.9900544557254 || Iter Time:0.008639097213745117 || Total time:17.97488045692444 Iteration: 1220 || Clusters count: 8 || Log posterior: -2948.6909578631785 || Iter Time:0.011002063751220703 || Total time:17.98588252067566 Loading and distributing data: 0.000192 seconds (129 allocations: 13.195 KiB) Iteration: 1221 || Clusters count: 8 || Log posterior: -2934.2931601866485 || Iter Time:0.008434057235717773 || Total 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8 || Log posterior: -2903.3075953260486 || Iter Time:0.009318828582763672 || Total time:18.05280900001526 Iteration: 1228 || Clusters count: 8 || Log posterior: -2878.7552306542284 || Iter Time:0.01131296157836914 || Total time:18.064121961593628 Loading and distributing data: 0.000215 seconds (129 allocations: 13.195 KiB) Iteration: 1229 || Clusters count: 8 || Log posterior: -2897.714693689848 || Iter Time:0.008586883544921875 || Total time:18.07270884513855 Iteration: 1230 || Clusters count: 8 || Log posterior: -2879.3530282853285 || Iter Time:0.01099395751953125 || Total time:18.08370280265808 Loading and distributing data: 0.000205 seconds (129 allocations: 13.195 KiB) Iteration: 1231 || Clusters count: 8 || Log posterior: -2914.1592238796893 || Iter Time:0.008511066436767578 || Total time:18.09221386909485 Iteration: 1232 || Clusters count: 8 || Log posterior: -2891.9343211407922 || Iter Time:0.011008024215698242 || Total time:18.103221893310547 Loading and distributing data: 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Iteration: 1244 || Clusters count: 9 || Log posterior: -2839.6075620170304 || Iter Time:0.011183023452758789 || Total time:18.219427824020386 Loading and distributing data: 0.000231 seconds (129 allocations: 13.195 KiB) Iteration: 1245 || Clusters count: 9 || Log posterior: -2926.875690696857 || Iter Time:0.008504152297973633 || Total time:18.22793197631836 Iteration: 1246 || Clusters count: 9 || Log posterior: -2911.8860393099817 || Iter Time:0.011552095413208008 || Total time:18.239484071731567 Loading and distributing data: 0.000221 seconds (129 allocations: 13.195 KiB) Iteration: 1247 || Clusters count: 9 || Log posterior: -2978.3423893218956 || Iter Time:0.008481979370117188 || Total time:18.247966051101685 Iteration: 1248 || Clusters count: 9 || Log posterior: -2950.4630167603805 || Iter Time:0.011245012283325195 || Total time:18.25921106338501 Loading and distributing data: 0.000235 seconds (129 allocations: 13.195 KiB) Iteration: 1249 || Clusters count: 9 || Log posterior: 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allocations: 13.195 KiB) Iteration: 1255 || Clusters count: 8 || Log posterior: -2921.340873488589 || Iter Time:0.009032964706420898 || Total time:18.331578493118286 Iteration: 1256 || Clusters count: 8 || Log posterior: -2907.5305027496292 || Iter Time:0.011529922485351562 || Total time:18.343108415603638 Loading and distributing data: 0.000221 seconds (129 allocations: 13.195 KiB) Iteration: 1257 || Clusters count: 8 || Log posterior: -3002.5840144456415 || Iter Time:0.009070873260498047 || Total time:18.352179288864136 Iteration: 1258 || Clusters count: 8 || Log posterior: -2960.472258019501 || Iter Time:0.011732816696166992 || Total time:18.363912105560303 Loading and distributing data: 0.000223 seconds (129 allocations: 13.195 KiB) Iteration: 1259 || Clusters count: 8 || Log posterior: -2976.5861284029756 || Iter Time:0.008862972259521484 || Total time:18.372775077819824 Iteration: 1260 || Clusters count: 8 || Log posterior: -2951.9402054651046 || Iter Time:0.011547088623046875 || 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Iteration: 1277 || Clusters count: 8 || Log posterior: -2867.6821245868837 || Iter Time:0.007976055145263672 || Total time:18.570013999938965 Iteration: 1278 || Clusters count: 8 || Log posterior: -2853.8090242441376 || Iter Time:0.010962963104248047 || Total time:18.580976963043213 Loading and distributing data: 0.000208 seconds (129 allocations: 13.195 KiB) Iteration: 1279 || Clusters count: 8 || Log posterior: -2954.434784764664 || Iter Time:0.008276939392089844 || Total time:18.589253902435303 Iteration: 1280 || Clusters count: 8 || Log posterior: -2926.4428444552896 || Iter Time:0.011131048202514648 || Total time:18.600384950637817 Loading and distributing data: 0.000214 seconds (129 allocations: 13.195 KiB) Iteration: 1281 || Clusters count: 9 || Log posterior: -2924.222819699334 || Iter Time:0.009835004806518555 || Total time:18.610219955444336 Iteration: 1282 || Clusters count: 9 || Log posterior: -2905.1354669179696 || Iter Time:0.011673212051391602 || Total 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|| Log posterior: -2944.7592798061137 || Iter Time:0.01114201545715332 || Total time:18.681351900100708 Loading and distributing data: 0.000213 seconds (129 allocations: 13.195 KiB) Iteration: 1289 || Clusters count: 9 || Log posterior: -3004.1515090590974 || Iter Time:0.008346080780029297 || Total time:18.689697980880737 Iteration: 1290 || Clusters count: 9 || Log posterior: -2976.1389581565163 || Iter Time:0.01106882095336914 || Total time:18.700766801834106 Loading and distributing data: 0.000194 seconds (129 allocations: 13.195 KiB) Iteration: 1291 || Clusters count: 10 || Log posterior: -2964.2045693900086 || Iter Time:0.010187864303588867 || Total time:18.710954666137695 Iteration: 1292 || Clusters count: 9 || Log posterior: -2932.4552594136358 || Iter Time:0.012553930282592773 || Total time:18.723508596420288 Loading and distributing data: 0.000199 seconds (129 allocations: 13.195 KiB) Iteration: 1293 || Clusters count: 9 || Log posterior: -2906.443024133348 || Iter 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Iteration: 1299 || Clusters count: 8 || Log posterior: -2909.696701407217 || Iter Time:0.00855708122253418 || Total time:18.79344630241394 Iteration: 1300 || Clusters count: 8 || Log posterior: -2890.2438284858663 || Iter Time:0.010977029800415039 || Total time:18.804423332214355 Loading and distributing data: 0.000202 seconds (129 allocations: 13.195 KiB) Iteration: 1301 || Clusters count: 8 || Log posterior: -2923.2036619959767 || Iter Time:0.009006023406982422 || Total time:18.813429355621338 Iteration: 1302 || Clusters count: 8 || Log posterior: -2905.3601705003466 || Iter Time:0.01091909408569336 || Total time:18.82434844970703 Loading and distributing data: 0.000231 seconds (129 allocations: 13.195 KiB) Iteration: 1303 || Clusters count: 8 || Log posterior: -2946.43352503644 || Iter Time:0.008875131607055664 || Total time:18.833223581314087 Iteration: 1304 || Clusters count: 8 || Log posterior: -2924.223628470827 || Iter Time:0.011053085327148438 || Total time:18.844276666641235 Loading and distributing data: 0.000211 seconds (134 allocations: 13.352 KiB) Iteration: 1305 || Clusters count: 8 || Log posterior: -3013.264987599367 || Iter Time:0.009198904037475586 || Total time:18.85347557067871 Iteration: 1306 || Clusters count: 8 || Log posterior: -2965.328197177926 || Iter Time:0.011675834655761719 || Total time:18.865151405334473 Loading and distributing data: 0.000211 seconds (129 allocations: 13.195 KiB) Iteration: 1307 || Clusters count: 8 || Log posterior: -2993.717509645256 || Iter Time:0.009217023849487305 || Total time:18.87436842918396 Iteration: 1308 || Clusters count: 8 || Log posterior: -2963.282782707237 || Iter Time:0.011365890502929688 || Total time:18.88573431968689 Loading and distributing data: 0.000231 seconds (129 allocations: 13.195 KiB) Iteration: 1309 || Clusters count: 8 || Log posterior: -2963.803049776379 || Iter Time:0.008791923522949219 || Total time:18.89452624320984 Iteration: 1310 || Clusters count: 8 || Log posterior: -2946.630732183378 || Iter Time:0.011661052703857422 || Total time:18.906187295913696 Loading and distributing data: 0.000241 seconds (129 allocations: 13.195 KiB) Iteration: 1311 || Clusters count: 8 || Log posterior: -2952.714651455394 || Iter Time:0.009886026382446289 || Total time:18.916073322296143 Iteration: 1312 || Clusters count: 8 || Log posterior: -2938.641791964829 || Iter Time:0.03117680549621582 || Total time:18.94725012779236 Loading and distributing data: 0.000213 seconds (129 allocations: 13.195 KiB) Iteration: 1313 || Clusters count: 8 || Log posterior: -2902.2508723916803 || Iter Time:0.00846099853515625 || Total time:18.955711126327515 Iteration: 1314 || Clusters count: 8 || Log posterior: -2887.699454809725 || Iter Time:0.011049032211303711 || Total time:18.96676015853882 Loading and distributing data: 0.000233 seconds (129 allocations: 13.195 KiB) Iteration: 1315 || Clusters count: 8 || Log posterior: -2926.8880485182667 || Iter Time:0.009037017822265625 || Total 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Log posterior: -2873.793767123386 || Iter Time:0.009227991104125977 || Total time:19.0369393825531 Iteration: 1322 || Clusters count: 9 || Log posterior: -2852.5598212716554 || Iter Time:0.011165142059326172 || Total time:19.048104524612427 Loading and distributing data: 0.000219 seconds (129 allocations: 13.195 KiB) Iteration: 1323 || Clusters count: 9 || Log posterior: -2858.4108971065148 || Iter Time:0.008671045303344727 || Total time:19.05677556991577 Iteration: 1324 || Clusters count: 9 || Log posterior: -2843.0228849335917 || Iter Time:0.01161813735961914 || Total time:19.06839370727539 Loading and distributing data: 0.000232 seconds (129 allocations: 13.195 KiB) Iteration: 1325 || Clusters count: 9 || Log posterior: -2899.550598300824 || Iter Time:0.008691072463989258 || Total time:19.07708477973938 Iteration: 1326 || Clusters count: 9 || Log posterior: -2872.8630430604135 || Iter Time:0.011415958404541016 || Total time:19.08850073814392 Loading and distributing data: 0.000236 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Iteration: 1371 || Clusters count: 9 || Log posterior: -2957.1506524769684 || Iter Time:0.008200883865356445 || Total time:19.56810235977173 Iteration: 1372 || Clusters count: 8 || Log posterior: -2933.020620766334 || Iter Time:0.011487007141113281 || Total time:19.579589366912842 Loading and distributing data: 0.000223 seconds (129 allocations: 13.195 KiB) Iteration: 1373 || Clusters count: 8 || Log posterior: -2934.7676831941644 || Iter Time:0.00798797607421875 || Total time:19.58757734298706 Iteration: 1374 || Clusters count: 8 || Log posterior: -2922.1349477851263 || Iter Time:0.01034688949584961 || Total time:19.59792423248291 Loading and distributing data: 0.000214 seconds (129 allocations: 13.195 KiB) Iteration: 1375 || Clusters count: 8 || Log posterior: -2916.4222225351937 || Iter Time:0.008098840713500977 || Total time:19.60602307319641 Iteration: 1376 || Clusters count: 8 || Log posterior: -2903.646668101483 || Iter Time:0.010677099227905273 || Total time:19.616700172424316 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Iteration: 1515 || Clusters count: 8 || Log posterior: -2919.7111259572207 || Iter Time:0.008720874786376953 || Total time:21.039540767669678 Iteration: 1516 || Clusters count: 8 || Log posterior: -2904.3845511484656 || Iter Time:0.011208057403564453 || Total time:21.050748825073242 Loading and distributing data: 0.000219 seconds (129 allocations: 13.195 KiB) Iteration: 1517 || Clusters count: 8 || Log posterior: -2934.7831732848263 || Iter Time:0.008655071258544922 || Total time:21.059403896331787 Iteration: 1518 || Clusters count: 8 || Log posterior: -2914.227201678303 || Iter Time:0.011060953140258789 || Total time:21.070464849472046 Loading and distributing data: 0.000232 seconds (129 allocations: 13.195 KiB) Iteration: 1519 || Clusters count: 8 || Log posterior: -2963.138168439485 || Iter Time:0.008776187896728516 || Total time:21.079241037368774 Iteration: 1520 || Clusters count: 8 || Log posterior: -2939.256542651577 || Iter Time:0.010950088500976562 || Total 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Iteration: 1537 || Clusters count: 9 || Log posterior: -2952.128853222895 || Iter Time:0.008646011352539062 || Total time:21.26097583770752 Iteration: 1538 || Clusters count: 9 || Log posterior: -2934.314172475689 || Iter Time:0.011944055557250977 || Total time:21.27291989326477 Loading and distributing data: 0.000210 seconds (129 allocations: 13.195 KiB) Iteration: 1539 || Clusters count: 9 || Log posterior: -2964.4107986217327 || Iter Time:0.008854150772094727 || Total time:21.281774044036865 Iteration: 1540 || Clusters count: 9 || Log posterior: -2944.211706264967 || Iter Time:0.01140594482421875 || Total time:21.293179988861084 Loading and distributing data: 0.000216 seconds (129 allocations: 13.195 KiB) Iteration: 1541 || Clusters count: 9 || Log posterior: -2926.432866892555 || Iter Time:0.008193016052246094 || Total time:21.30137300491333 Iteration: 1542 || Clusters count: 9 || Log posterior: -2890.795790877376 || Iter Time:0.020498991012573242 || Total time:21.321871995925903 Loading and distributing data: 0.000230 seconds (139 allocations: 13.508 KiB) Iteration: 1543 || Clusters count: 10 || Log posterior: -2944.239298845786 || Iter Time:0.015522956848144531 || Total time:21.337394952774048 Iteration: 1544 || Clusters count: 10 || Log posterior: -2926.4475637042137 || Iter Time:0.017889022827148438 || Total time:21.355283975601196 Loading and distributing data: 0.000231 seconds (129 allocations: 13.195 KiB) Iteration: 1545 || Clusters count: 10 || Log posterior: -2952.28731490415 || Iter Time:0.01830291748046875 || Total time:21.373586893081665 Iteration: 1546 || Clusters count: 10 || Log posterior: -2930.8731618552897 || Iter Time:0.013222932815551758 || Total time:21.386809825897217 Loading and distributing data: 0.000218 seconds (129 allocations: 13.195 KiB) Iteration: 1547 || Clusters count: 10 || Log posterior: -2997.2397066763715 || Iter Time:0.01173090934753418 || Total time:21.39854073524475 Iteration: 1548 || Clusters count: 10 || Log posterior: -2956.2132442113752 || Iter Time:0.011713027954101562 || Total time:21.410253763198853 Loading and distributing data: 0.000193 seconds (129 allocations: 13.195 KiB) Iteration: 1549 || Clusters count: 9 || Log posterior: -2872.633048580816 || Iter Time:0.013447046279907227 || Total time:21.42370080947876 Iteration: 1550 || Clusters count: 9 || Log posterior: -2858.404488663405 || Iter Time:0.01405787467956543 || Total time:21.437758684158325 Loading and distributing data: 0.000221 seconds (129 allocations: 13.195 KiB) Iteration: 1551 || Clusters count: 9 || Log posterior: -2883.293819539352 || Iter Time:0.008934974670410156 || Total time:21.446693658828735 Iteration: 1552 || Clusters count: 9 || Log posterior: -2865.9159545889593 || Iter Time:0.011312007904052734 || Total time:21.458005666732788 Loading and distributing data: 0.000233 seconds (129 allocations: 13.195 KiB) Iteration: 1553 || Clusters count: 10 || Log posterior: -2898.5010203393385 || Iter Time:0.014339923858642578 || 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-2969.038583159587 || Iter Time:0.008189201354980469 || Total time:21.785689115524292 Iteration: 1582 || Clusters count: 8 || Log posterior: -2957.8101226404056 || Iter Time:0.011728048324584961 || Total time:21.797417163848877 Loading and distributing data: 0.000234 seconds (129 allocations: 13.195 KiB) Iteration: 1583 || Clusters count: 8 || Log posterior: -2952.2501910405313 || Iter Time:0.009485960006713867 || Total time:21.80690312385559 Iteration: 1584 || Clusters count: 8 || Log posterior: -2935.5366372584917 || Iter Time:0.012001991271972656 || Total time:21.818905115127563 Loading and distributing data: 0.000213 seconds (129 allocations: 13.195 KiB) Iteration: 1585 || Clusters count: 8 || Log posterior: -2934.164091742082 || Iter Time:0.009269952774047852 || Total time:21.82817506790161 Iteration: 1586 || Clusters count: 8 || Log posterior: -2922.1352024925036 || Iter Time:0.011781930923461914 || Total time:21.839956998825073 Loading and distributing data: 0.000219 seconds 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posterior: -2906.9981122376144 || Iter Time:0.012260913848876953 || Total time:24.478922843933105 Loading and distributing data: 0.000219 seconds (129 allocations: 13.195 KiB) Iteration: 1831 || Clusters count: 9 || Log posterior: -2935.347375997157 || Iter Time:0.009254932403564453 || Total time:24.48817777633667 Iteration: 1832 || Clusters count: 9 || Log posterior: -2915.4866829660737 || Iter Time:0.011577844619750977 || Total time:24.49975562095642 Loading and distributing data: 0.000203 seconds (129 allocations: 13.195 KiB) Iteration: 1833 || Clusters count: 9 || Log posterior: -2925.0526120400536 || Iter Time:0.008954048156738281 || Total time:24.50870966911316 Iteration: 1834 || Clusters count: 9 || Log posterior: -2905.9178273668203 || Iter Time:0.01175999641418457 || Total time:24.520469665527344 Loading and distributing data: 0.000214 seconds (129 allocations: 13.195 KiB) Iteration: 1835 || Clusters count: 9 || Log posterior: -2934.3039212086055 || Iter 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Iteration: 1841 || Clusters count: 9 || Log posterior: -3023.6037491386614 || Iter Time:0.009428977966308594 || Total time:24.590949535369873 Iteration: 1842 || Clusters count: 9 || Log posterior: -3001.1347438313765 || Iter Time:0.011111021041870117 || Total time:24.602060556411743 Loading and distributing data: 0.000231 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 9 || Log posterior: -2955.942376416311 || Iter Time:0.00821995735168457 || Total time:24.610280513763428 Iteration: 1844 || Clusters count: 9 || Log posterior: -2924.2387089630597 || Iter Time:0.011327028274536133 || Total time:24.621607542037964 Loading and distributing data: 0.000209 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 9 || Log posterior: -2941.3648106207197 || Iter Time:0.008234977722167969 || Total time:24.629842519760132 Iteration: 1846 || Clusters count: 9 || Log posterior: -2917.8111921380796 || Iter Time:0.011201858520507812 || Total time:24.64104437828064 Loading and distributing data: 0.000209 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 9 || Log posterior: -2923.055358918642 || Iter Time:0.009167194366455078 || Total time:24.650211572647095 Iteration: 1848 || Clusters count: 9 || Log posterior: -2909.690880301269 || Iter Time:0.012084007263183594 || Total time:24.66229557991028 Loading and distributing data: 0.000228 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 9 || Log posterior: -2943.168561123519 || Iter Time:0.008484840393066406 || Total time:24.670780420303345 Iteration: 1850 || Clusters count: 9 || Log posterior: -2924.3873113214804 || Iter Time:0.011183977127075195 || Total time:24.68196439743042 Loading and distributing data: 0.000208 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 9 || Log posterior: -2924.6948154443157 || Iter Time:0.010225772857666016 || Total time:24.692190170288086 Iteration: 1852 || Clusters count: 9 || Log posterior: -2901.5843749233118 || Iter Time:0.012263059616088867 || Total time:24.704453229904175 Loading and distributing data: 0.000209 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 9 || Log posterior: -2949.3030261786785 || Iter Time:0.009088993072509766 || Total time:24.713542222976685 Iteration: 1854 || Clusters count: 9 || Log posterior: -2905.257187728205 || Iter Time:0.011919021606445312 || Total time:24.72546124458313 Loading and distributing data: 0.000198 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 9 || Log posterior: -2909.7736122210385 || Iter Time:0.009274959564208984 || Total time:24.73473620414734 Iteration: 1856 || Clusters count: 9 || Log posterior: -2893.4342122979738 || Iter Time:0.01222085952758789 || Total time:24.746957063674927 Loading and distributing data: 0.000206 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 9 || Log posterior: -2928.387677306685 || Iter Time:0.009172201156616211 || Total time:24.756129264831543 Iteration: 1858 || Clusters count: 9 || Log posterior: -2894.64528990018 || Iter Time:0.012079000473022461 || Total time:24.768208265304565 Loading and distributing data: 0.000202 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 9 || Log posterior: -2912.988341320704 || Iter Time:0.009344816207885742 || Total time:24.77755308151245 Iteration: 1860 || Clusters count: 9 || Log posterior: -2900.500682501362 || Iter Time:0.012204170227050781 || Total time:24.789757251739502 Loading and distributing data: 0.000221 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 9 || Log posterior: -2897.0771673318986 || Iter Time:0.009643077850341797 || Total time:24.799400329589844 Iteration: 1862 || Clusters count: 9 || Log posterior: -2892.262091110275 || Iter Time:0.012223958969116211 || Total time:24.81162428855896 Loading and distributing data: 0.000253 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 9 || Log posterior: -2885.114449852564 || Iter Time:0.010139942169189453 || Total time:24.82176423072815 Iteration: 1864 || Clusters count: 9 || Log posterior: -2872.023985623042 || Iter Time:0.012648820877075195 || Total time:24.834413051605225 Loading and distributing data: 0.000244 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 9 || Log posterior: -2880.296641807418 || Iter Time:0.009782075881958008 || Total time:24.844195127487183 Iteration: 1866 || Clusters count: 9 || Log posterior: -2862.552153062616 || Iter Time:0.012784004211425781 || Total time:24.85697913169861 Loading and distributing data: 0.000253 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 9 || Log posterior: -2939.892222886515 || Iter Time:0.010291099548339844 || Total time:24.86727023124695 Iteration: 1868 || Clusters count: 9 || Log posterior: -2923.367142141522 || Iter Time:0.03253006935119629 || Total time:24.899800300598145 Loading and distributing data: 0.000215 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 9 || Log posterior: -2965.0283175323443 || Iter Time:0.009209871292114258 || Total time:24.90901017189026 Iteration: 1870 || Clusters count: 9 || Log posterior: -2942.2268987473008 || Iter Time:0.011471033096313477 || Total time:24.920481204986572 Loading and distributing data: 0.000215 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 9 || Log posterior: -2934.847274686875 || Iter Time:0.009307146072387695 || Total time:24.92978835105896 Iteration: 1872 || Clusters count: 9 || Log posterior: -2913.4486582592094 || Iter Time:0.012466907501220703 || Total time:24.94225525856018 Loading and distributing data: 0.000226 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 8 || Log posterior: -2912.1075233096412 || Iter Time:0.009301900863647461 || Total time:24.951557159423828 Iteration: 1874 || Clusters count: 8 || Log posterior: -2890.8437151263656 || Iter Time:0.011394977569580078 || Total time:24.962952136993408 Loading and distributing data: 0.000229 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 8 || Log posterior: -2934.92763805784 || Iter Time:0.008510828018188477 || Total time:24.971462965011597 Iteration: 1876 || Clusters count: 8 || Log posterior: -2908.451909070705 || Iter Time:0.011430978775024414 || Total time:24.98289394378662 Loading and distributing data: 0.000242 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 8 || Log posterior: -2882.193081983922 || Iter Time:0.008887052536010742 || Total time:24.991780996322632 Iteration: 1878 || Clusters count: 8 || Log posterior: -2857.5299228622653 || Iter Time:0.010985851287841797 || Total time:25.002766847610474 Loading and distributing data: 0.000218 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 8 || Log posterior: -2897.4846754188347 || Iter Time:0.008655071258544922 || Total time:25.01142191886902 Iteration: 1880 || Clusters count: 8 || Log posterior: -2881.2715203455564 || Iter Time:0.011098146438598633 || Total time:25.022520065307617 Loading and distributing data: 0.000216 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 9 || Log posterior: -2924.19422486335 || Iter Time:0.009320974349975586 || Total time:25.031841039657593 Iteration: 1882 || Clusters count: 9 || Log posterior: -2896.3709109769825 || Iter Time:0.01128697395324707 || Total time:25.04312801361084 Loading and distributing data: 0.000213 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 9 || Log posterior: -2926.1949941344824 || Iter Time:0.008273124694824219 || Total time:25.051401138305664 Iteration: 1884 || Clusters count: 9 || Log posterior: -2910.3316114521435 || Iter Time:0.011065959930419922 || Total time:25.062467098236084 Loading and distributing data: 0.000253 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 9 || Log posterior: -2946.1453973133493 || Iter Time:0.008404970169067383 || Total time:25.07087206840515 Iteration: 1886 || Clusters count: 9 || Log posterior: -2923.702256588976 || Iter Time:0.010978937149047852 || Total time:25.0818510055542 Loading and distributing data: 0.000206 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 9 || Log posterior: -2909.787839566785 || Iter Time:0.00840902328491211 || Total time:25.09026002883911 Iteration: 1888 || Clusters count: 9 || Log posterior: -2894.7083734400185 || Iter Time:0.011232137680053711 || Total time:25.101492166519165 Loading and distributing data: 0.000216 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 9 || Log posterior: -2912.7173427146327 || Iter Time:0.008666038513183594 || Total time:25.11015820503235 Iteration: 1890 || Clusters count: 9 || Log posterior: -2889.5339889304996 || Iter Time:0.01169896125793457 || Total time:25.121857166290283 Loading and distributing data: 0.000216 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 10 || Log posterior: -2936.4738873658534 || Iter Time:0.01060795783996582 || Total time:25.13246512413025 Iteration: 1892 || Clusters count: 9 || Log posterior: -2910.526746803978 || Iter Time:0.01279306411743164 || Total time:25.14525818824768 Loading and distributing data: 0.000204 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 8 || Log posterior: -2936.610949597277 || Iter Time:0.009579896926879883 || Total time:25.15483808517456 Iteration: 1894 || Clusters count: 8 || Log posterior: -2918.093164689827 || Iter Time:0.01109004020690918 || Total time:25.16592812538147 Loading and distributing data: 0.000247 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 8 || Log posterior: -2981.7285898260006 || Iter Time:0.008955955505371094 || Total time:25.17488408088684 Iteration: 1896 || Clusters count: 8 || Log posterior: -2954.5134064597296 || Iter Time:0.011047840118408203 || Total time:25.18593192100525 Loading and distributing data: 0.000230 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 8 || Log posterior: -2979.3643573488184 || Iter Time:0.0084228515625 || Total time:25.19435477256775 Iteration: 1898 || Clusters count: 8 || Log posterior: -2954.384139257924 || Iter Time:0.011117935180664062 || Total time:25.205472707748413 Loading and distributing data: 0.000206 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 9 || Log posterior: -2907.228113717035 || Iter Time:0.009536027908325195 || Total time:25.21500873565674 Iteration: 1900 || Clusters count: 9 || Log posterior: -2880.0679248343345 || Iter Time:0.011471986770629883 || Total time:25.226480722427368 Loading and distributing data: 0.000214 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 9 || Log posterior: -2869.460273869003 || Iter Time:0.008072853088378906 || Total time:25.234553575515747 Iteration: 1902 || Clusters count: 8 || Log posterior: -2843.8423186001496 || Iter Time:0.01075887680053711 || Total time:25.245312452316284 Loading and distributing data: 0.000201 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 8 || Log posterior: -2907.2609737994962 || Iter Time:0.00767207145690918 || Total time:25.252984523773193 Iteration: 1904 || Clusters count: 8 || Log posterior: -2889.4096328636424 || Iter Time:0.010369062423706055 || Total time:25.2633535861969 Loading and distributing data: 0.000209 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 8 || Log posterior: -2872.803858244267 || Iter Time:0.007753133773803711 || Total time:25.271106719970703 Iteration: 1906 || Clusters count: 8 || Log posterior: -2864.798511424386 || Iter Time:0.010259151458740234 || Total time:25.281365871429443 Loading and distributing data: 0.000202 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 8 || Log posterior: -2925.267655832553 || Iter Time:0.007458925247192383 || Total time:25.288824796676636 Iteration: 1908 || Clusters count: 8 || Log posterior: -2915.1971159727163 || Iter Time:0.010393142700195312 || Total time:25.29921793937683 Loading and distributing data: 0.000199 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 8 || Log posterior: -2953.2850342077363 || Iter Time:0.008905887603759766 || Total time:25.30812382698059 Iteration: 1910 || Clusters count: 8 || Log posterior: -2925.6606036017024 || Iter Time:0.011094808578491211 || Total time:25.319218635559082 Loading and distributing data: 0.000218 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 8 || Log posterior: -2900.4018799889095 || Iter Time:0.008816003799438477 || Total time:25.32803463935852 Iteration: 1912 || Clusters count: 8 || Log posterior: -2890.867601186865 || Iter Time:0.011210918426513672 || Total time:25.339245557785034 Loading and distributing data: 0.000225 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 8 || Log posterior: -2922.4905305831253 || Iter Time:0.00910496711730957 || Total time:25.348350524902344 Iteration: 1914 || Clusters count: 8 || Log posterior: -2904.6883545135515 || Iter Time:0.011209964752197266 || Total time:25.35956048965454 Loading and distributing data: 0.000223 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 8 || Log posterior: -2909.405166625068 || Iter Time:0.008682966232299805 || Total time:25.36824345588684 Iteration: 1916 || Clusters count: 8 || Log posterior: -2896.3345836601084 || Iter Time:0.010962963104248047 || Total time:25.37920641899109 Loading and distributing data: 0.000205 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 8 || Log posterior: -2972.6126849688494 || Iter Time:0.008574962615966797 || Total time:25.387781381607056 Iteration: 1918 || Clusters count: 8 || Log posterior: -2912.8349744618617 || Iter Time:0.011339187622070312 || Total time:25.399120569229126 Loading and distributing data: 0.000221 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 8 || Log posterior: -2925.0091213790433 || Iter Time:0.00876307487487793 || Total time:25.407883644104004 Iteration: 1920 || Clusters count: 8 || Log posterior: -2907.3903024168426 || Iter Time:0.011275053024291992 || Total time:25.419158697128296 Loading and distributing data: 0.000228 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 8 || Log posterior: -2886.7520680283933 || Iter Time:0.030205965042114258 || Total time:25.44936466217041 Iteration: 1922 || Clusters count: 8 || Log posterior: -2864.2326831193714 || Iter Time:0.010952949523925781 || Total time:25.460317611694336 Loading and distributing data: 0.000202 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 8 || Log posterior: -2926.208010541132 || Iter Time:0.008610963821411133 || Total time:25.468928575515747 Iteration: 1924 || Clusters count: 8 || Log posterior: -2908.453585882784 || Iter Time:0.01120615005493164 || Total time:25.48013472557068 Loading and distributing data: 0.000213 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 9 || Log posterior: -2904.5465032017273 || Iter Time:0.009479045867919922 || Total time:25.4896137714386 Iteration: 1926 || Clusters count: 9 || Log posterior: -2886.3560784554916 || Iter Time:0.011265039443969727 || Total time:25.50087881088257 Loading and distributing data: 0.000232 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 9 || Log posterior: -2907.797697337455 || Iter Time:0.008428812026977539 || Total time:25.509307622909546 Iteration: 1928 || Clusters count: 9 || Log posterior: -2877.9739145993603 || Iter Time:0.011120796203613281 || Total time:25.52042841911316 Loading and distributing data: 0.000205 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 9 || Log posterior: -2875.682848871114 || Iter Time:0.008475065231323242 || Total time:25.528903484344482 Iteration: 1930 || Clusters count: 9 || Log posterior: -2858.1543494075554 || Iter Time:0.011434078216552734 || Total time:25.540337562561035 Loading and distributing data: 0.000214 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 9 || Log posterior: -2851.204499629677 || Iter Time:0.008404016494750977 || Total time:25.548741579055786 Iteration: 1932 || Clusters count: 9 || Log posterior: -2836.234194916728 || Iter Time:0.011226177215576172 || Total time:25.559967756271362 Loading and distributing data: 0.000213 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 9 || Log posterior: -2906.3821233301633 || Iter Time:0.008125066757202148 || Total time:25.568092823028564 Iteration: 1934 || Clusters count: 9 || Log posterior: -2864.7461675871778 || Iter Time:0.011461019515991211 || Total time:25.579553842544556 Loading and distributing data: 0.000208 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 10 || Log posterior: -2911.1468638435445 || Iter Time:0.010141134262084961 || Total time:25.58969497680664 Iteration: 1936 || Clusters count: 9 || Log posterior: -2884.2281174773852 || Iter Time:0.012217044830322266 || Total time:25.601912021636963 Loading and distributing data: 0.000207 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 9 || Log posterior: -2899.666647256931 || Iter Time:0.009045839309692383 || Total time:25.610957860946655 Iteration: 1938 || Clusters count: 8 || Log posterior: -2881.794100461734 || Iter Time:0.011950016021728516 || Total time:25.622907876968384 Loading and distributing data: 0.000208 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 8 || Log posterior: -2973.169511628873 || Iter Time:0.00842595100402832 || Total time:25.631333827972412 Iteration: 1940 || Clusters count: 8 || Log posterior: -2933.1869456161494 || Iter Time:0.011038064956665039 || Total time:25.642371892929077 Loading and distributing data: 0.000227 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 8 || Log posterior: -2971.8417423140686 || Iter Time:0.008318901062011719 || Total time:25.65069079399109 Iteration: 1942 || Clusters count: 8 || Log posterior: -2935.067211019552 || Iter Time:0.011216878890991211 || Total time:25.66190767288208 Loading and distributing data: 0.000207 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 8 || Log posterior: -2922.669801763834 || Iter Time:0.009027957916259766 || Total time:25.67093563079834 Iteration: 1944 || Clusters count: 8 || Log posterior: -2909.905790388883 || Iter Time:0.011234045028686523 || Total time:25.682169675827026 Loading and distributing data: 0.000200 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 8 || Log posterior: -2908.767952833624 || Iter Time:0.00873112678527832 || Total time:25.690900802612305 Iteration: 1946 || Clusters count: 8 || Log posterior: -2901.6110368176805 || Iter Time:0.011058807373046875 || Total time:25.70195960998535 Loading and distributing data: 0.000204 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 8 || Log posterior: -2955.931459397597 || Iter Time:0.008796930313110352 || Total time:25.710756540298462 Iteration: 1948 || Clusters count: 8 || Log posterior: -2940.1784088196846 || Iter Time:0.011461019515991211 || Total time:25.722217559814453 Loading and distributing data: 0.000230 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 8 || Log posterior: -2982.1345547654555 || Iter Time:0.00869607925415039 || Total time:25.730913639068604 Iteration: 1950 || Clusters count: 8 || Log posterior: -2971.3542761229364 || Iter Time:0.01156306266784668 || Total time:25.74247670173645 Loading and distributing data: 0.000226 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 8 || Log posterior: -2956.919001635092 || Iter Time:0.009716033935546875 || Total time:25.752192735671997 Iteration: 1952 || Clusters count: 8 || Log posterior: -2936.379140767799 || Iter Time:0.011487007141113281 || Total time:25.76367974281311 Loading and distributing data: 0.000215 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 8 || Log posterior: -2923.516374906403 || Iter Time:0.00851583480834961 || Total time:25.77219557762146 Iteration: 1954 || Clusters count: 8 || Log posterior: -2906.991564155746 || Iter Time:0.011012077331542969 || Total time:25.783207654953003 Loading and distributing data: 0.000231 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 8 || Log posterior: -2899.8319642773554 || Iter Time:0.008291006088256836 || Total time:25.79149866104126 Iteration: 1956 || Clusters count: 8 || Log posterior: -2876.8514237334634 || Iter Time:0.011193037033081055 || Total time:25.80269169807434 Loading and distributing data: 0.000204 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 8 || Log posterior: -2869.0866179774584 || Iter Time:0.008838891983032227 || Total time:25.811530590057373 Iteration: 1958 || Clusters count: 8 || Log posterior: -2855.3896510796694 || Iter Time:0.01123499870300293 || Total time:25.822765588760376 Loading and distributing data: 0.000209 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 8 || Log posterior: -2932.1367073787374 || Iter Time:0.008898019790649414 || Total time:25.831663608551025 Iteration: 1960 || Clusters count: 8 || Log posterior: -2903.666289203309 || Iter Time:0.011327028274536133 || Total time:25.84299063682556 Loading and distributing data: 0.000211 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 8 || Log posterior: -2933.7519714004843 || Iter Time:0.009106874465942383 || Total time:25.852097511291504 Iteration: 1962 || Clusters count: 8 || Log posterior: -2916.1193856395034 || Iter Time:0.011080026626586914 || Total time:25.86317753791809 Loading and distributing data: 0.000226 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 8 || Log posterior: -2934.6986488728353 || Iter Time:0.008601903915405273 || Total time:25.871779441833496 Iteration: 1964 || Clusters count: 8 || Log posterior: -2913.4901249964832 || Iter Time:0.011198997497558594 || Total time:25.882978439331055 Loading and distributing data: 0.000233 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 8 || Log posterior: -2896.2405875221134 || Iter Time:0.00878596305847168 || Total time:25.891764402389526 Iteration: 1966 || Clusters count: 8 || Log posterior: -2880.29744654432 || Iter Time:0.011255025863647461 || Total time:25.903019428253174 Loading and distributing data: 0.000242 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 8 || Log posterior: -2942.993806560545 || Iter Time:0.008912086486816406 || Total time:25.91193151473999 Iteration: 1968 || Clusters count: 8 || Log posterior: -2925.663892629425 || Iter Time:0.011272907257080078 || Total time:25.92320442199707 Loading and distributing data: 0.000226 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 8 || Log posterior: -2991.1373381655453 || Iter Time:0.008777141571044922 || Total time:25.931981563568115 Iteration: 1970 || Clusters count: 8 || Log posterior: -2969.944777901565 || Iter Time:0.011268138885498047 || Total time:25.943249702453613 Loading and distributing data: 0.000225 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 8 || Log posterior: -2978.3909112292445 || Iter Time:0.009155988693237305 || Total time:25.95240569114685 Iteration: 1972 || Clusters count: 8 || Log posterior: -2961.0094778076796 || Iter Time:0.011275053024291992 || Total time:25.963680744171143 Loading and distributing data: 0.000235 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 9 || Log posterior: -2976.510608462596 || Iter Time:0.009958028793334961 || Total time:25.973638772964478 Iteration: 1974 || Clusters count: 9 || Log posterior: -2958.4808356106296 || Iter Time:0.03332400321960449 || Total time:26.006962776184082 Loading and distributing data: 0.000235 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 8 || Log posterior: -2921.9704097325175 || Iter Time:0.008373022079467773 || Total time:26.01533579826355 Iteration: 1976 || Clusters count: 8 || Log posterior: -2908.539416001133 || Iter Time:0.010204792022705078 || Total time:26.025540590286255 Loading and distributing data: 0.000205 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 8 || Log posterior: -2911.2706666164117 || Iter Time:0.008018016815185547 || Total time:26.03355860710144 Iteration: 1978 || Clusters count: 8 || Log posterior: -2894.7440690077183 || Iter Time:0.010542869567871094 || Total time:26.04410147666931 Loading and distributing data: 0.000205 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 8 || Log posterior: -2967.1761749095826 || Iter Time:0.007760047912597656 || Total time:26.05186152458191 Iteration: 1980 || Clusters count: 8 || Log posterior: -2940.3896967604496 || Iter Time:0.010138988494873047 || Total time:26.062000513076782 Loading and distributing data: 0.000217 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 8 || Log posterior: -2945.978865065067 || Iter Time:0.007742881774902344 || Total time:26.069743394851685 Iteration: 1982 || Clusters count: 8 || Log posterior: -2922.866930797689 || Iter Time:0.01016998291015625 || Total time:26.07991337776184 Loading and distributing data: 0.000221 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 8 || Log posterior: -2929.7758742134283 || Iter Time:0.009382009506225586 || Total time:26.089295387268066 Iteration: 1984 || Clusters count: 8 || Log posterior: -2924.250230927706 || Iter Time:0.010803937911987305 || Total time:26.100099325180054 Loading and distributing data: 0.000214 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 8 || Log posterior: -2939.9454462193485 || Iter Time:0.00803518295288086 || Total time:26.108134508132935 Iteration: 1986 || Clusters count: 8 || Log posterior: -2924.9125132462477 || Iter Time:0.010745048522949219 || Total time:26.118879556655884 Loading and distributing data: 0.000230 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 8 || Log posterior: -2946.5149003807696 || Iter Time:0.008187055587768555 || Total time:26.127066612243652 Iteration: 1988 || Clusters count: 8 || Log posterior: -2904.562697491157 || Iter Time:0.010786056518554688 || Total time:26.137852668762207 Loading and distributing data: 0.000208 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 8 || Log posterior: -2952.1011488070717 || Iter Time:0.008002042770385742 || Total time:26.145854711532593 Iteration: 1990 || Clusters count: 8 || Log posterior: -2936.231281611043 || Iter Time:0.010596990585327148 || Total time:26.15645170211792 Loading and distributing data: 0.000221 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 8 || Log posterior: -2948.1238152401274 || Iter Time:0.008023977279663086 || Total time:26.164475679397583 Iteration: 1992 || Clusters count: 8 || Log posterior: -2932.9799969593996 || Iter Time:0.010866880416870117 || Total time:26.175342559814453 Loading and distributing data: 0.000208 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 8 || Log posterior: -2991.742712317813 || Iter Time:0.008646011352539062 || Total time:26.183988571166992 Iteration: 1994 || Clusters count: 8 || Log posterior: -2978.332843549416 || Iter Time:0.01199197769165039 || Total time:26.195980548858643 Loading and distributing data: 0.000212 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 8 || Log posterior: -2969.5456387366276 || Iter Time:0.009092092514038086 || Total time:26.20507264137268 Iteration: 1996 || Clusters count: 8 || Log posterior: -2946.8483921319807 || Iter Time:0.011656045913696289 || Total time:26.216728687286377 Loading and distributing data: 0.000215 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 8 || Log posterior: -2877.863258925559 || Iter Time:0.008934974670410156 || Total time:26.225663661956787 Iteration: 1998 || Clusters count: 8 || Log posterior: -2859.4365362225126 || Iter Time:0.011801958084106445 || Total time:26.237465620040894 Loading and distributing data: 0.000233 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 8 || Log posterior: -2887.571086491087 || Iter Time:0.008501052856445312 || Total time:26.24596667289734 Iteration: 2000 || Clusters count: 8 || Log posterior: -2866.1028134364215 || Iter Time:0.011063814163208008 || Total time:26.257030487060547 Loading and distributing data: 0.000207 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 8 || Log posterior: -2838.4670642406277 || Iter Time:0.00851297378540039 || Total time:26.265543460845947 Iteration: 2002 || Clusters count: 8 || Log posterior: -2821.0024829290655 || Iter Time:0.010969161987304688 || Total time:26.276512622833252 Loading and distributing data: 0.000215 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 8 || Log posterior: -2877.6480009599536 || Iter Time:0.008623838424682617 || Total time:26.285136461257935 Iteration: 2004 || Clusters count: 8 || Log posterior: -2863.501286544767 || Iter Time:0.011485099792480469 || Total time:26.296621561050415 Loading and distributing data: 0.000216 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 8 || Log posterior: -2931.052727532805 || Iter Time:0.008950948715209961 || Total time:26.305572509765625 Iteration: 2006 || Clusters count: 8 || Log posterior: -2919.6776647042943 || Iter Time:0.011916875839233398 || Total time:26.31748938560486 Loading and distributing data: 0.000227 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 8 || Log posterior: -2951.1337298214735 || Iter Time:0.008906841278076172 || Total time:26.326396226882935 Iteration: 2008 || Clusters count: 8 || Log posterior: -2918.6812061821042 || Iter Time:0.011718988418579102 || Total time:26.338115215301514 Loading and distributing data: 0.000216 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 8 || Log posterior: -2897.203318982887 || Iter Time:0.009030818939208984 || Total time:26.347146034240723 Iteration: 2010 || Clusters count: 8 || Log posterior: -2882.212045742526 || Iter Time:0.01143789291381836 || Total time:26.35858392715454 Loading and distributing data: 0.000200 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 8 || Log posterior: -2895.158064678934 || Iter Time:0.008797883987426758 || Total time:26.367381811141968 Iteration: 2012 || Clusters count: 8 || Log posterior: -2880.533409460671 || Iter Time:0.011532068252563477 || Total time:26.37891387939453 Loading and distributing data: 0.000221 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 8 || Log posterior: -2935.233832098971 || Iter Time:0.008941888809204102 || Total time:26.387855768203735 Iteration: 2014 || Clusters count: 8 || Log posterior: -2917.7690081630744 || Iter Time:0.011389970779418945 || Total time:26.399245738983154 Loading and distributing data: 0.000208 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 8 || Log posterior: -2932.393039892827 || Iter Time:0.009109020233154297 || Total time:26.40835475921631 Iteration: 2016 || Clusters count: 8 || Log posterior: -2912.3473653346737 || Iter Time:0.011181831359863281 || Total time:26.419536590576172 Loading and distributing data: 0.000232 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 8 || Log posterior: -2917.942150542408 || Iter Time:0.008420944213867188 || Total time:26.42795753479004 Iteration: 2018 || Clusters count: 8 || Log posterior: -2895.024352306472 || Iter Time:0.011355876922607422 || Total time:26.439313411712646 Loading and distributing data: 0.000208 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 8 || Log posterior: -2923.9138246267867 || Iter Time:0.008921146392822266 || Total time:26.44823455810547 Iteration: 2020 || Clusters count: 8 || Log posterior: -2903.4318423362174 || Iter Time:0.01155400276184082 || Total time:26.45978856086731 Loading and distributing data: 0.000201 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 8 || Log posterior: -2970.84055468645 || Iter Time:0.008970975875854492 || Total time:26.468759536743164 Iteration: 2022 || Clusters count: 8 || Log posterior: -2945.0405217584753 || Iter Time:0.011137008666992188 || Total time:26.479896545410156 Loading and distributing data: 0.000222 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 9 || Log posterior: -2993.7909447196344 || Iter Time:0.009566068649291992 || Total time:26.48946261405945 Iteration: 2024 || Clusters count: 9 || Log posterior: -2945.4096347925956 || Iter Time:0.011375188827514648 || Total time:26.500837802886963 Loading and distributing data: 0.000216 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 9 || Log posterior: -2948.187871732912 || Iter Time:0.008564949035644531 || Total time:26.509402751922607 Iteration: 2026 || Clusters count: 8 || Log posterior: -2925.413568073214 || Iter Time:0.01167607307434082 || Total time:26.52107882499695 Loading and distributing data: 0.000222 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 8 || Log posterior: -2944.1834119633118 || Iter Time:0.007844924926757812 || Total time:26.528923749923706 Iteration: 2028 || Clusters count: 8 || Log posterior: -2931.467819572243 || Iter Time:0.010251998901367188 || Total time:26.539175748825073 Avg NMI: 0.8056739303960383 Full NMI: 0.7962545874619117 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m12.6s Testing DPMMSubClustersStreaming tests passed Testing completed after 188.74s PkgEval succeeded after 304.39s