Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.1080 (ed57414aec*) started at 2025-09-04T17:42:32.761 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.16s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.15 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.15.0+1 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.8.12 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.2+0 [efcefdf7] + PCRE2_jll v10.46.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.67.0+0 [3f19e933] + p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 5.02s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 124.72s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_8yyjXf/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_8yyjXf/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.0 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.15 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.15.0+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.8.12 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.2+0 [efcefdf7] PCRE2_jll v10.46.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.67.0+0 [3f19e933] p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.469892 seconds (975.18 k allocations: 59.810 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233008.44423629093 || Iter Time:16.271738052368164 || Total time:16.271738052368164 Iteration: 1 || Clusters count: 1 || Log posterior: -233008.44423629093 || Iter Time:0.005803823471069336 || Total time:16.277541875839233 Iteration: 2 || Clusters count: 1 || Log posterior: -233008.44423629093 || Iter Time:0.005548954010009766 || Total time:16.283090829849243 Iteration: 3 || Clusters count: 1 || Log posterior: -233008.44423629093 || Iter Time:0.005388975143432617 || Total time:16.288479804992676 Iteration: 4 || Clusters count: 1 || Log posterior: -233008.44423629093 || Iter Time:0.005203962326049805 || Total time:16.293683767318726 Iteration: 5 || Clusters count: 1 || Log posterior: -233008.44423629093 || Iter Time:0.018706083297729492 || Total time:16.312389850616455 Iteration: 6 || Clusters count: 1 || Log posterior: -233008.44423629093 || Iter Time:0.005177974700927734 || Total time:16.317567825317383 Iteration: 7 || Clusters count: 1 || Log posterior: -233008.44423629093 || Iter Time:0.0053179264068603516 || Total time:16.322885751724243 Iteration: 8 || Clusters count: 1 || Log posterior: -233008.44423629093 || Iter Time:0.0053369998931884766 || Total time:16.32822275161743 Iteration: 9 || Clusters count: 1 || Log posterior: -233008.44423629093 || Iter Time:0.0050241947174072266 || Total time:16.33324694633484 Iteration: 10 || Clusters count: 1 || Log posterior: -233008.44423629093 || Iter Time:0.005158185958862305 || Total time:16.3384051322937 Iteration: 11 || Clusters count: 1 || Log posterior: -233008.44423629093 || Iter Time:0.005140066146850586 || Total time:16.34354519844055 Iteration: 12 || Clusters count: 1 || Log posterior: -233008.44423629093 || Iter Time:0.005335092544555664 || Total time:16.348880290985107 Iteration: 13 || Clusters count: 2 || Log posterior: -232618.26160653165 || Iter Time:3.594136953353882 || Total time:19.94301724433899 Iteration: 14 || Clusters count: 2 || Log posterior: -232608.9159287741 || Iter Time:0.0059719085693359375 || Total time:19.948989152908325 Iteration: 15 || Clusters count: 2 || Log posterior: -232612.04830434537 || Iter Time:0.005707979202270508 || Total time:19.954697132110596 Iteration: 16 || Clusters count: 2 || Log posterior: -232622.9239246241 || Iter Time:0.005704164505004883 || Total time:19.9604012966156 Iteration: 17 || Clusters count: 2 || Log posterior: -232599.77723153165 || Iter Time:0.005712032318115234 || Total time:19.966113328933716 Iteration: 18 || Clusters count: 2 || Log posterior: -232589.48232239336 || Iter Time:0.00587010383605957 || Total time:19.971983432769775 Iteration: 19 || Clusters count: 2 || Log posterior: -232606.70381740757 || Iter Time:0.005711078643798828 || Total time:19.977694511413574 Iteration: 20 || Clusters count: 2 || Log posterior: -232531.42095575563 || Iter Time:3.2537739276885986 || Total time:23.231468439102173 Loading and distributing data: 0.000705 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232930.95593484692 || Iter Time:0.03165078163146973 || Total time:23.263119220733643 Iteration: 22 || Clusters count: 2 || Log posterior: -232879.19187817894 || Iter Time:0.005794048309326172 || Total time:23.26891326904297 Iteration: 23 || Clusters count: 2 || Log posterior: -232894.5827874379 || Iter Time:0.005780935287475586 || Total time:23.274694204330444 Iteration: 24 || Clusters count: 2 || Log posterior: -232878.26922595105 || Iter Time:0.005738973617553711 || Total time:23.280433177947998 Iteration: 25 || Clusters count: 2 || Log posterior: -232909.73763396064 || Iter Time:0.005558013916015625 || Total time:23.285991191864014 Iteration: 26 || Clusters count: 2 || Log posterior: -232883.5603851495 || Iter Time:0.005815982818603516 || Total time:23.291807174682617 Iteration: 27 || Clusters count: 2 || Log posterior: -232898.70750317894 || Iter Time:0.005676984786987305 || Total time:23.297484159469604 Iteration: 28 || Clusters count: 3 || Log posterior: -232618.66323875298 || Iter Time:0.007753133773803711 || Total time:23.305237293243408 Iteration: 29 || Clusters count: 4 || Log posterior: -232300.60273517837 || Iter Time:0.007745981216430664 || Total time:23.31298327445984 Iteration: 30 || Clusters count: 4 || Log posterior: -232137.69620144472 || Iter Time:0.006102085113525391 || Total time:23.319085359573364 Iteration: 31 || Clusters count: 4 || Log posterior: -232090.84419207933 || Iter Time:0.006448030471801758 || Total time:23.325533390045166 Iteration: 32 || Clusters count: 4 || Log posterior: -232070.59740500717 || Iter Time:0.0064890384674072266 || Total time:23.332022428512573 Iteration: 33 || Clusters count: 4 || Log posterior: -232039.69319924706 || Iter Time:0.0066699981689453125 || Total time:23.33869242668152 Iteration: 34 || Clusters count: 4 || Log posterior: -232015.0995488824 || Iter Time:0.05843997001647949 || Total time:23.397132396697998 Iteration: 35 || Clusters count: 4 || Log posterior: -232006.52678951752 || Iter Time:0.011040925979614258 || Total time:23.408173322677612 Iteration: 36 || Clusters count: 4 || Log posterior: -231969.42542402353 || Iter Time:0.008564949035644531 || Total time:23.416738271713257 Iteration: 37 || Clusters count: 4 || Log posterior: -231963.49574193027 || Iter Time:0.008092880249023438 || Total time:23.42483115196228 Iteration: 38 || Clusters count: 4 || Log posterior: -231954.23414319192 || Iter Time:0.007333993911743164 || Total time:23.432165145874023 Iteration: 39 || Clusters count: 4 || Log posterior: -231961.5517920074 || Iter Time:0.0071179866790771484 || Total time:23.4392831325531 Iteration: 40 || Clusters count: 4 || Log posterior: -231990.63349134874 || Iter Time:0.006982088088989258 || Total time:23.44626522064209 Iteration: 41 || Clusters count: 4 || Log posterior: -231853.50096601725 || Iter Time:0.0067517757415771484 || Total time:23.453016996383667 Loading and distributing data: 0.000619 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261898.24228743627 || Iter Time:0.0067729949951171875 || Total time:23.459789991378784 Iteration: 43 || Clusters count: 5 || Log posterior: -261557.35443512563 || Iter Time:0.0077397823333740234 || Total time:23.467529773712158 Iteration: 44 || Clusters count: 6 || Log posterior: -261220.15133049342 || Iter Time:0.008070945739746094 || Total time:23.475600719451904 Iteration: 45 || Clusters count: 6 || Log posterior: -261148.88355538654 || Iter Time:0.019289016723632812 || Total time:23.494889736175537 Iteration: 46 || Clusters count: 6 || Log posterior: -261136.00313358667 || Iter Time:0.00811004638671875 || Total time:23.502999782562256 Iteration: 47 || Clusters count: 6 || Log posterior: -261143.49876820133 || Iter Time:0.007565975189208984 || Total time:23.510565757751465 Iteration: 48 || Clusters count: 6 || Log posterior: -261090.58704875523 || Iter Time:0.007414102554321289 || Total time:23.517979860305786 Iteration: 49 || Clusters count: 6 || Log posterior: -261097.8786157262 || Iter Time:0.007275819778442383 || Total time:23.52525568008423 Iteration: 50 || Clusters count: 6 || Log posterior: -261104.59222259183 || Iter Time:0.007378101348876953 || Total time:23.532633781433105 Iteration: 51 || Clusters count: 6 || Log posterior: -261093.77476399188 || Iter Time:0.007444858551025391 || Total time:23.54007863998413 Iteration: 52 || Clusters count: 6 || Log posterior: -261109.7609070386 || Iter Time:0.007130146026611328 || Total time:23.547208786010742 Iteration: 53 || Clusters count: 6 || Log posterior: -261098.9332957721 || Iter Time:0.007085084915161133 || Total time:23.554293870925903 Iteration: 54 || Clusters count: 6 || Log posterior: -261123.61840737972 || Iter Time:0.007295846939086914 || Total time:23.56158971786499 Iteration: 55 || Clusters count: 7 || Log posterior: -260792.09927220907 || Iter Time:0.00921487808227539 || Total time:23.570804595947266 Iteration: 56 || Clusters count: 7 || Log posterior: -260732.54539465145 || Iter Time:0.009887933731079102 || Total time:23.580692529678345 Iteration: 57 || Clusters count: 8 || Log posterior: -260250.5119112065 || Iter Time:0.010280847549438477 || Total time:23.590973377227783 Iteration: 58 || Clusters count: 8 || Log posterior: -260233.33015063027 || Iter Time:0.08452796936035156 || Total time:23.675501346588135 Iteration: 59 || Clusters count: 8 || Log posterior: -260213.29786121869 || Iter Time:0.8064110279083252 || Total time:24.48191237449646 Iteration: 60 || Clusters count: 8 || Log posterior: -260174.65247429704 || Iter Time:0.009546041488647461 || Total time:24.491458415985107 Iteration: 61 || Clusters count: 8 || Log posterior: -260179.76060705227 || Iter Time:0.009253978729248047 || Total time:24.500712394714355 Iteration: 62 || Clusters count: 8 || Log posterior: -260107.57469818497 || Iter Time:0.008749961853027344 || Total time:24.509462356567383 Loading and distributing data: 0.000753 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 10 || Log posterior: -259674.42372603933 || Iter Time:0.011806964874267578 || Total time:24.52126932144165 Iteration: 64 || Clusters count: 10 || Log posterior: -259397.30795517945 || Iter Time:0.009238958358764648 || Total time:24.530508279800415 Iteration: 65 || Clusters count: 10 || Log posterior: -259269.63498841357 || Iter Time:0.009212970733642578 || Total time:24.539721250534058 Iteration: 66 || Clusters count: 11 || Log posterior: -258930.79308692348 || Iter Time:0.00993204116821289 || Total time:24.54965329170227 Iteration: 67 || Clusters count: 11 || Log posterior: -258832.90397202835 || Iter Time:0.022162199020385742 || Total time:24.571815490722656 Iteration: 68 || Clusters count: 11 || Log posterior: -258836.94092177367 || Iter Time:0.009413003921508789 || Total time:24.581228494644165 Iteration: 69 || Clusters count: 11 || Log posterior: -258830.1633368182 || Iter Time:0.009308099746704102 || Total time:24.59053659439087 Iteration: 70 || Clusters count: 12 || Log posterior: -258472.4231947203 || Iter Time:0.010607004165649414 || Total time:24.60114359855652 Iteration: 71 || Clusters count: 12 || Log posterior: -258458.07215172966 || Iter Time:0.00993204116821289 || Total time:24.61107563972473 Iteration: 72 || Clusters count: 14 || Log posterior: -257751.4153878949 || Iter Time:0.011965036392211914 || Total time:24.623040676116943 Iteration: 73 || Clusters count: 14 || Log posterior: -257652.6216221188 || Iter Time:0.01050710678100586 || Total time:24.63354778289795 Iteration: 74 || Clusters count: 14 || Log posterior: -257639.1421255418 || Iter Time:0.034616947174072266 || Total time:24.66816473007202 Iteration: 75 || Clusters count: 14 || Log posterior: -257625.02191341078 || Iter Time:0.010571002960205078 || Total time:24.678735733032227 Iteration: 76 || Clusters count: 14 || Log posterior: -257611.2054927551 || Iter Time:0.006855010986328125 || Total time:24.685590744018555 Iteration: 77 || Clusters count: 14 || Log posterior: -257622.45216980568 || Iter Time:0.006886005401611328 || Total time:24.692476749420166 Iteration: 78 || Clusters count: 14 || Log posterior: -257629.61203262617 || Iter Time:0.0074350833892822266 || Total time:24.69991183280945 Iteration: 79 || Clusters count: 14 || Log posterior: -257623.05150080906 || Iter Time:0.007472038269042969 || Total time:24.70738387107849 Iteration: 80 || Clusters count: 14 || Log posterior: -257623.85178116307 || Iter Time:0.007509946823120117 || Total time:24.71489381790161 Iteration: 81 || Clusters count: 14 || Log posterior: -257630.30045175581 || Iter Time:0.0076580047607421875 || Total time:24.722551822662354 Iteration: 82 || Clusters count: 14 || Log posterior: -257633.7734659073 || Iter Time:0.00789499282836914 || Total time:24.730446815490723 Iteration: 83 || Clusters count: 14 || Log posterior: -257605.4110732269 || Iter Time:0.007498979568481445 || Total time:24.737945795059204 Loading and distributing data: 0.000385 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 15 || Log posterior: -257238.91807352076 || Iter Time:0.008663177490234375 || Total time:24.74660897254944 Iteration: 85 || Clusters count: 16 || Log posterior: -256611.67977443855 || Iter Time:0.020188093185424805 || Total time:24.766797065734863 Iteration: 86 || Clusters count: 16 || Log posterior: -256528.18207770016 || Iter Time:0.008226871490478516 || Total time:24.775023937225342 Iteration: 87 || Clusters count: 19 || Log posterior: -255243.681203865 || Iter Time:0.010238885879516602 || Total time:24.78526282310486 Iteration: 88 || Clusters count: 19 || Log posterior: -255131.0508315698 || Iter Time:0.009533166885375977 || Total time:24.794795989990234 Iteration: 89 || Clusters count: 19 || Log posterior: 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-255144.43849055344 || Iter Time:0.009232044219970703 || Total time:24.87552261352539 Iteration: 97 || Clusters count: 19 || Log posterior: -255132.32390164846 || Iter Time:0.009230852127075195 || Total time:24.884753465652466 Iteration: 98 || Clusters count: 19 || Log posterior: -255134.7206065606 || Iter Time:0.00944209098815918 || Total time:24.894195556640625 Iteration: 99 || Clusters count: 19 || Log posterior: -255133.05015754938 || Iter Time:0.01841592788696289 || Total time:24.912611484527588 Iteration: 100 || Clusters count: 19 || Log posterior: -255136.0503676633 || Iter Time:0.014950037002563477 || Total time:24.92756152153015 Iteration: 101 || Clusters count: 19 || Log posterior: -255134.23099794527 || Iter Time:0.014714956283569336 || Total time:24.94227647781372 Iteration: 102 || Clusters count: 19 || Log posterior: -255131.14581599206 || Iter Time:0.019939899444580078 || Total time:24.9622163772583 Iteration: 103 || Clusters count: 19 || Log posterior: -255131.52833262985 || Iter Time:0.024898052215576172 || Total time:24.987114429473877 Iteration: 104 || Clusters count: 19 || Log posterior: -255128.12603127124 || Iter Time:0.018096923828125 || Total time:25.005211353302002 Loading and distributing data: 0.000380 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 20 || Log posterior: -254780.91770000238 || Iter Time:0.015526056289672852 || Total time:25.020737409591675 Iteration: 106 || Clusters count: 20 || Log posterior: -254712.25171966743 || Iter Time:0.019536972045898438 || Total time:25.040274381637573 Iteration: 107 || Clusters count: 20 || Log posterior: -254710.3774202567 || Iter Time:0.015066862106323242 || Total time:25.055341243743896 Iteration: 108 || Clusters count: 20 || Log posterior: -254714.45286454007 || Iter Time:0.014842033386230469 || Total time:25.070183277130127 Iteration: 109 || Clusters count: 20 || Log posterior: -254709.77239117934 || Iter Time:0.014417171478271484 || Total 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posterior: -254834.1686266167 || Iter Time:0.016852855682373047 || Total time:25.430349588394165 Iteration: 131 || Clusters count: 20 || Log posterior: -254840.92699334485 || Iter Time:0.019891977310180664 || Total time:25.450241565704346 Iteration: 132 || Clusters count: 20 || Log posterior: -254836.09721123028 || Iter Time:0.019383907318115234 || Total time:25.46962547302246 Iteration: 133 || Clusters count: 20 || Log posterior: -254836.3319130709 || Iter Time:0.024752140045166016 || Total time:25.494377613067627 Iteration: 134 || Clusters count: 20 || Log posterior: -254833.05481996667 || Iter Time:0.030981063842773438 || Total time:25.5253586769104 Iteration: 135 || Clusters count: 20 || Log posterior: -254832.82011812605 || Iter Time:0.020856142044067383 || Total time:25.546214818954468 Iteration: 136 || Clusters count: 20 || Log posterior: -254832.82011812605 || Iter Time:0.01596689224243164 || Total time:25.5621817111969 Iteration: 137 || Clusters count: 20 || Log posterior: 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-254833.05481996667 || Iter Time:0.0258791446685791 || Total time:25.7158305644989 Iteration: 145 || Clusters count: 20 || Log posterior: -254833.05481996667 || Iter Time:0.018958091735839844 || Total time:25.73478865623474 Iteration: 146 || Clusters count: 20 || Log posterior: -254833.05481996667 || Iter Time:0.014919042587280273 || Total time:25.74970769882202 Loading and distributing data: 0.000538 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -254793.36821721765 || Iter Time:0.022170066833496094 || Total time:25.771877765655518 Iteration: 148 || Clusters count: 20 || Log posterior: -254793.36821721765 || Iter Time:0.016309022903442383 || Total time:25.78818678855896 Iteration: 149 || Clusters count: 20 || Log posterior: -254796.51392196218 || Iter Time:0.01741790771484375 || Total time:25.805604696273804 Iteration: 150 || Clusters count: 20 || Log posterior: -254801.82573651924 || Iter Time:0.019466161727905273 || Total 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-255048.06832220653 || Iter Time:0.018887996673583984 || Total time:26.196823596954346 Iteration: 172 || Clusters count: 20 || Log posterior: -255044.593148049 || Iter Time:0.016984939575195312 || Total time:26.21380853652954 Iteration: 173 || Clusters count: 20 || Log posterior: -255041.26348422258 || Iter Time:0.016849040985107422 || Total time:26.23065757751465 Iteration: 174 || Clusters count: 20 || Log posterior: -255041.06941345846 || Iter Time:0.019877910614013672 || Total time:26.250535488128662 Iteration: 175 || Clusters count: 20 || Log posterior: -255048.98968672098 || Iter Time:0.014822959899902344 || Total time:26.265358448028564 Iteration: 176 || Clusters count: 20 || Log posterior: -255047.6663502193 || Iter Time:0.014783143997192383 || Total time:26.280141592025757 Iteration: 177 || Clusters count: 20 || Log posterior: -254956.1319176452 || Iter Time:0.018676042556762695 || Total time:26.29881763458252 Iteration: 178 || Clusters count: 20 || Log posterior: -254953.15283598108 || Iter Time:0.015447139739990234 || Total time:26.31426477432251 Iteration: 179 || Clusters count: 20 || Log posterior: -254952.6026789769 || Iter Time:0.014693021774291992 || Total time:26.3289577960968 Iteration: 180 || Clusters count: 20 || Log posterior: -254952.6026789769 || Iter Time:0.015887022018432617 || Total time:26.344844818115234 Iteration: 181 || Clusters count: 20 || Log posterior: -254949.60265410456 || Iter Time:0.021734952926635742 || Total time:26.36657977104187 Iteration: 182 || Clusters count: 20 || Log posterior: -254954.0221889724 || Iter Time:0.015236854553222656 || Total time:26.381816625595093 Iteration: 183 || Clusters count: 20 || Log posterior: -254955.11408171407 || Iter Time:0.01707601547241211 || Total time:26.398892641067505 Iteration: 184 || Clusters count: 20 || Log posterior: -254960.68620531866 || Iter Time:0.020738840103149414 || Total time:26.419631481170654 Iteration: 185 || Clusters count: 20 || Log posterior: -254949.48629920557 || Iter Time:0.020116090774536133 || Total time:26.43974757194519 Iteration: 186 || Clusters count: 20 || Log posterior: -254948.97775732513 || Iter Time:0.017956972122192383 || Total time:26.457704544067383 Iteration: 187 || Clusters count: 20 || Log posterior: -254955.95683262474 || Iter Time:0.01718616485595703 || Total time:26.47489070892334 Iteration: 188 || Clusters count: 20 || Log posterior: -254949.0941122241 || Iter Time:0.018728017807006836 || Total time:26.493618726730347 Loading and distributing data: 0.000369 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254550.5393172023 || Iter Time:0.016055822372436523 || Total time:26.509674549102783 Iteration: 190 || Clusters count: 20 || Log posterior: -254542.35379673276 || Iter Time:0.012830972671508789 || Total time:26.522505521774292 Iteration: 191 || Clusters count: 20 || Log posterior: -254543.9425152573 || Iter Time:0.017477035522460938 || Total time:26.539982557296753 Iteration: 192 || Clusters count: 20 || Log posterior: -254545.131092744 || Iter Time:0.014161825180053711 || Total time:26.554144382476807 Iteration: 193 || Clusters count: 20 || Log posterior: -254540.42895708486 || Iter Time:0.013576030731201172 || Total time:26.567720413208008 Iteration: 194 || Clusters count: 20 || Log posterior: -254539.83638805168 || Iter Time:0.014750957489013672 || Total time:26.58247137069702 Iteration: 195 || Clusters count: 20 || Log posterior: -254535.50370727715 || Iter Time:0.019688844680786133 || Total time:26.602160215377808 Iteration: 196 || Clusters count: 20 || Log posterior: -254533.75544987142 || Iter Time:0.0133819580078125 || Total time:26.61554217338562 Iteration: 197 || Clusters count: 20 || Log posterior: -254534.9675406265 || Iter Time:0.01308584213256836 || Total time:26.62862801551819 Iteration: 198 || Clusters count: 20 || Log posterior: -254533.42122148478 || Iter Time:0.013212919235229492 || Total time:26.641840934753418 Iteration: 199 || Clusters count: 20 || Log posterior: -254534.4708865462 || Iter Time:0.018882036209106445 || Total time:26.660722970962524 Iteration: 200 || Clusters count: 20 || Log posterior: -254535.64015013448 || Iter Time:0.013402938842773438 || Total time:26.674125909805298 Iteration: 201 || Clusters count: 20 || Log posterior: -254534.98626147158 || Iter Time:0.013555049896240234 || Total time:26.687680959701538 Iteration: 202 || Clusters count: 20 || Log posterior: -254537.14447746112 || Iter Time:0.013782024383544922 || Total time:26.701462984085083 Iteration: 203 || Clusters count: 20 || Log posterior: -254546.83116941128 || Iter Time:0.019186019897460938 || Total time:26.720649003982544 Iteration: 204 || Clusters count: 20 || Log posterior: -254536.01751820973 || Iter Time:0.020897865295410156 || Total time:26.741546869277954 Iteration: 205 || Clusters count: 20 || Log posterior: -254534.13281794667 || Iter Time:0.020511150360107422 || Total time:26.76205801963806 Iteration: 206 || Clusters count: 20 || Log posterior: -254535.34490870175 || Iter Time:0.027902841567993164 || Total time:26.789960861206055 Iteration: 207 || Clusters count: 20 || Log posterior: -254538.09843481655 || Iter Time:0.022989988327026367 || Total time:26.81295084953308 Iteration: 208 || Clusters count: 20 || Log posterior: -254540.56004890206 || Iter Time:0.01862311363220215 || Total time:26.831573963165283 Iteration: 209 || Clusters count: 20 || Log posterior: -254537.80652278726 || Iter Time:0.017882108688354492 || Total time:26.849456071853638 NMI: 0.8155763819251168 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m27.6s [24828, 47312, 38124, 22498, 33241, 5738, 225628, 12120, 1980, 44564, 42309, 15242, 48065, 159349, 126727, 8495, 3085, 52798, 17835, 70062] Loading and distributing data: 0.000343 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6460.713866372907 || Iter Time:5.044689893722534 || Total time:5.044689893722534 Iteration: 1 || Clusters count: 1 || Log posterior: -6460.713866372907 || Iter Time:0.002590179443359375 || Total time:5.0472800731658936 Iteration: 2 || Clusters count: 1 || Log posterior: -6460.713866372907 || Iter Time:0.001970052719116211 || Total time:5.04925012588501 Iteration: 3 || Clusters count: 1 || Log posterior: -6460.713866372907 || Iter Time:0.0018620491027832031 || Total time:5.051112174987793 Iteration: 4 || Clusters count: 1 || Log posterior: -6460.713866372907 || Iter Time:0.0017728805541992188 || Total time:5.052885055541992 Iteration: 5 || Clusters count: 1 || Log posterior: -6460.713866372907 || Iter Time:0.0016679763793945312 || Total time:5.054553031921387 Iteration: 6 || Clusters count: 1 || Log posterior: -6460.713866372907 || Iter Time:0.0016291141510009766 || Total time:5.056182146072388 Iteration: 7 || Clusters count: 1 || Log posterior: -6460.713866372907 || Iter Time:0.001619100570678711 || Total time:5.057801246643066 Iteration: 8 || Clusters count: 2 || Log posterior: -6442.682224424174 || Iter Time:0.16785502433776855 || Total time:5.225656270980835 Iteration: 9 || Clusters count: 2 || Log posterior: -6446.338057380777 || Iter Time:0.002288818359375 || Total time:5.22794508934021 Iteration: 10 || Clusters count: 2 || Log posterior: -6467.3392827836005 || Iter Time:0.002285003662109375 || Total time:5.230230093002319 Iteration: 11 || Clusters count: 2 || Log posterior: -6452.847488402809 || Iter Time:0.0021178722381591797 || Total time:5.2323479652404785 Iteration: 12 || Clusters count: 2 || Log posterior: -6453.884416745972 || Iter Time:0.002227783203125 || Total time:5.2345757484436035 Iteration: 13 || Clusters count: 2 || Log posterior: -6434.454145416052 || Iter Time:0.002290010452270508 || Total time:5.236865758895874 Iteration: 14 || Clusters count: 2 || Log posterior: -6383.454731766089 || Iter Time:0.002187013626098633 || Total time:5.239052772521973 Iteration: 15 || Clusters count: 2 || Log posterior: -6294.231444767336 || Iter Time:0.0020008087158203125 || Total time:5.241053581237793 Iteration: 16 || Clusters count: 2 || Log posterior: -6303.299875871437 || Iter Time:0.001959085464477539 || Total time:5.2430126667022705 Iteration: 17 || Clusters count: 2 || Log posterior: -6302.5427900289 || Iter Time:0.0019690990447998047 || Total time:5.24498176574707 Iteration: 18 || Clusters count: 3 || Log posterior: -6268.854227667849 || Iter Time:0.004024982452392578 || Total time:5.249006748199463 Iteration: 19 || Clusters count: 3 || Log posterior: -6264.477170634906 || Iter Time:0.002492189407348633 || Total time:5.2514989376068115 Iteration: 20 || Clusters count: 3 || Log posterior: -6267.328672297905 || Iter Time:0.002357959747314453 || Total time:5.253856897354126 Iteration: 21 || Clusters count: 3 || Log posterior: -6263.680700633313 || Iter Time:0.0023851394653320312 || Total time:5.256242036819458 Iteration: 22 || Clusters count: 3 || Log posterior: -6244.763490195432 || Iter Time:0.0026149749755859375 || Total time:5.258857011795044 Iteration: 23 || Clusters count: 3 || Log posterior: -6228.343406201893 || Iter Time:0.0025479793548583984 || Total time:5.261404991149902 Iteration: 24 || Clusters count: 4 || Log posterior: -6231.442317509955 || Iter Time:0.004359006881713867 || Total time:5.265763998031616 Iteration: 25 || Clusters count: 4 || Log posterior: -6210.627042461192 || Iter Time:0.002698183059692383 || Total time:5.268462181091309 Iteration: 26 || Clusters count: 4 || Log posterior: -6196.03038321479 || Iter Time:0.002827882766723633 || Total time:5.271290063858032 Iteration: 27 || Clusters count: 4 || Log posterior: -6190.548021269928 || Iter Time:0.002836942672729492 || Total time:5.274127006530762 Iteration: 28 || Clusters count: 5 || Log posterior: -5892.025642163279 || Iter Time:0.004631996154785156 || Total time:5.278759002685547 Iteration: 29 || Clusters count: 5 || Log posterior: -5853.052108806177 || Iter Time:0.002950906753540039 || Total time:5.281709909439087 Iteration: 30 || Clusters count: 5 || Log posterior: -5739.287276344155 || Iter Time:1.2060809135437012 || Total time:6.487790822982788 false [5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 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] [5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 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] Loading and distributing data: 0.000460 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 5 || Log posterior: -5589.380995932079 || Iter Time:0.03649711608886719 || Total time:6.524287939071655 Iteration: 32 || Clusters count: 5 || Log posterior: -5541.028755215024 || Iter Time:0.007461071014404297 || Total time:6.53174901008606 Loading and distributing data: 0.000148 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 5 || Log posterior: -4648.5149514525965 || Iter Time:0.004246950149536133 || Total time:6.535995960235596 Iteration: 34 || Clusters count: 5 || Log posterior: -4587.875891838305 || Iter Time:0.006602048873901367 || Total time:6.542598009109497 Loading and distributing data: 0.000129 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 5 || Log posterior: -4356.785768118755 || Iter Time:0.003679990768432617 || Total time:6.54627799987793 Iteration: 36 || Clusters count: 5 || Log posterior: -4316.6641581501335 || Iter Time:0.0071620941162109375 || Total time:6.553440093994141 Loading and distributing data: 0.000132 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 5 || Log posterior: -4380.224986614551 || Iter Time:0.004118919372558594 || Total time:6.557559013366699 Iteration: 38 || Clusters count: 5 || Log posterior: -4319.87681025583 || Iter Time:0.007405996322631836 || Total time:6.564965009689331 Loading and distributing data: 0.000133 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 5 || Log posterior: -4384.494561495365 || Iter Time:0.0039370059967041016 || Total time:6.568902015686035 Iteration: 40 || Clusters count: 5 || Log posterior: -4310.621603169772 || Iter Time:0.007279157638549805 || Total time:6.576181173324585 Loading and distributing data: 0.000132 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 5 || Log posterior: -4344.095655961277 || Iter Time:0.003999948501586914 || Total time:6.580181121826172 Iteration: 42 || Clusters count: 5 || Log posterior: -4293.685282601244 || Iter Time:0.007022857666015625 || Total time:6.5872039794921875 Loading and distributing 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|| Clusters count: 14 || Log posterior: -2905.669656539012 || Iter Time:0.020215988159179688 || Total time:9.363616943359375 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 183 || Clusters count: 14 || Log posterior: -2947.2904927990476 || Iter Time:0.014657020568847656 || Total time:9.378273963928223 Iteration: 184 || Clusters count: 14 || Log posterior: -2940.3896791197385 || Iter Time:0.01958608627319336 || Total time:9.397860050201416 Loading and distributing data: 0.000149 seconds (128 allocations: 13.180 KiB) Iteration: 185 || Clusters count: 14 || Log posterior: -2981.658564433352 || Iter Time:0.013822793960571289 || Total time:9.411682844161987 Iteration: 186 || Clusters count: 14 || Log posterior: -2969.3044099918516 || Iter Time:0.018087148666381836 || Total time:9.42976999282837 Loading and distributing data: 0.000124 seconds (128 allocations: 13.180 KiB) Iteration: 187 || Clusters count: 14 || Log posterior: -2967.3106018070075 || 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Iteration: 193 || Clusters count: 14 || Log posterior: -3015.137488507404 || Iter Time:0.043428897857666016 || Total time:9.56744647026062 Iteration: 194 || Clusters count: 14 || Log posterior: -3000.627171035503 || Iter Time:0.019478797912597656 || Total time:9.586925268173218 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 195 || Clusters count: 14 || Log posterior: -3015.3796395451495 || Iter Time:0.013810157775878906 || Total time:9.600735425949097 Iteration: 196 || Clusters count: 14 || Log posterior: -2992.80636707461 || Iter Time:0.019253969192504883 || Total time:9.619989395141602 Loading and distributing data: 0.000136 seconds (128 allocations: 13.180 KiB) Iteration: 197 || Clusters count: 14 || Log posterior: -2988.4336901744155 || Iter Time:0.015520095825195312 || Total time:9.635509490966797 Iteration: 198 || Clusters count: 14 || Log posterior: -2953.77258425983 || Iter Time:0.019270896911621094 || Total time:9.654780387878418 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Iteration: 497 || Clusters count: 14 || Log posterior: -2987.6979192147764 || Iter Time:0.012660026550292969 || Total time:14.68732738494873 Iteration: 498 || Clusters count: 14 || Log posterior: -2963.8544137288022 || Iter Time:0.01737189292907715 || Total time:14.704699277877808 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 499 || Clusters count: 14 || Log posterior: -3020.700908637067 || Iter Time:0.011588096618652344 || Total time:14.71628737449646 Iteration: 500 || Clusters count: 14 || Log posterior: -3006.9590634223036 || Iter Time:0.017506122589111328 || Total time:14.733793497085571 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 501 || Clusters count: 14 || Log posterior: -2957.9107528998275 || Iter Time:0.011838912963867188 || Total time:14.745632410049438 Iteration: 502 || Clusters count: 14 || Log posterior: -2948.285906356911 || Iter Time:0.017019033432006836 || Total 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Iteration: 519 || Clusters count: 14 || Log posterior: -2971.9437666748427 || Iter Time:0.013926029205322266 || Total time:15.033812284469604 Iteration: 520 || Clusters count: 14 || Log posterior: -2963.3257277479597 || Iter Time:0.01900792121887207 || Total time:15.052820205688477 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 521 || Clusters count: 14 || Log posterior: -2980.9254201877343 || Iter Time:0.014525890350341797 || Total time:15.067346096038818 Iteration: 522 || Clusters count: 14 || Log posterior: -2951.025025120722 || Iter Time:0.018947124481201172 || Total time:15.08629322052002 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 523 || Clusters count: 14 || Log posterior: -2979.0574584469146 || Iter Time:0.013401985168457031 || Total time:15.099695205688477 Iteration: 524 || Clusters count: 14 || Log posterior: -2961.8606348365274 || Iter Time:0.0192868709564209 || Total 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Iteration: 541 || Clusters count: 14 || Log posterior: -3039.0138301120314 || Iter Time:0.012682914733886719 || Total time:15.422683954238892 Iteration: 542 || Clusters count: 14 || Log posterior: -2978.9256384618307 || Iter Time:0.018745899200439453 || Total time:15.441429853439331 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 543 || Clusters count: 14 || Log posterior: -2995.4929920693376 || Iter Time:0.01400613784790039 || Total time:15.455435991287231 Iteration: 544 || Clusters count: 14 || Log posterior: -2970.1194058053984 || Iter Time:0.018912076950073242 || Total time:15.474348068237305 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 545 || Clusters count: 14 || Log posterior: -2989.724457252159 || Iter Time:0.013218879699707031 || Total time:15.487566947937012 Iteration: 546 || Clusters count: 14 || Log posterior: -2956.451991698976 || Iter Time:0.0185239315032959 || Total 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Iteration: 635 || Clusters count: 14 || Log posterior: -2950.201440895588 || Iter Time:0.014061927795410156 || Total time:17.049649477005005 Iteration: 636 || Clusters count: 14 || Log posterior: -2944.4714708540855 || Iter Time:0.018903017044067383 || Total time:17.068552494049072 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 637 || Clusters count: 14 || Log posterior: -2972.2389368029408 || Iter Time:0.013525009155273438 || Total time:17.082077503204346 Iteration: 638 || Clusters count: 14 || Log posterior: -2956.3437819432156 || Iter Time:0.018826961517333984 || Total time:17.10090446472168 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 639 || Clusters count: 14 || Log posterior: -2932.256118006731 || Iter Time:0.014333963394165039 || Total time:17.115238428115845 Iteration: 640 || Clusters count: 14 || Log posterior: -2925.2832000677454 || Iter Time:0.019485950469970703 || Total 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Iteration: 729 || Clusters count: 14 || Log posterior: -3001.1902714204443 || Iter Time:0.013524055480957031 || Total time:18.69832992553711 Iteration: 730 || Clusters count: 14 || Log posterior: -2976.9413730049378 || Iter Time:0.018693923950195312 || Total time:18.717023849487305 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 731 || Clusters count: 14 || Log posterior: -2976.2948406759547 || Iter Time:0.014789104461669922 || Total time:18.731812953948975 Iteration: 732 || Clusters count: 14 || Log posterior: -2962.210976970838 || Iter Time:0.020035982131958008 || Total time:18.751848936080933 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 733 || Clusters count: 14 || Log posterior: -2980.2077941732105 || Iter Time:0.014923095703125 || Total time:18.766772031784058 Iteration: 734 || Clusters count: 14 || Log posterior: -2958.3029934510205 || Iter Time:0.019635915756225586 || Total 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Iteration: 1253 || Clusters count: 14 || Log posterior: -2947.9322747540746 || Iter Time:0.014778852462768555 || Total time:28.017303705215454 Iteration: 1254 || Clusters count: 14 || Log posterior: -2924.0660505549713 || Iter Time:0.019350051879882812 || Total time:28.036653757095337 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1255 || Clusters count: 15 || Log posterior: -2985.3581827687212 || Iter Time:0.014814138412475586 || Total time:28.051467895507812 Iteration: 1256 || Clusters count: 14 || Log posterior: -2960.872011785895 || Iter Time:0.020538806915283203 || Total time:28.072006702423096 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1257 || Clusters count: 14 || Log posterior: -2962.050349035611 || Iter Time:0.014354944229125977 || Total time:28.08636164665222 Iteration: 1258 || Clusters count: 14 || Log posterior: -2938.4522307043007 || Iter Time:0.020214080810546875 || Total 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15 || Log posterior: -2985.1177890347167 || Iter Time:0.019103050231933594 || Total time:28.206165552139282 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1265 || Clusters count: 15 || Log posterior: -2944.1960133050347 || Iter Time:0.014647960662841797 || Total time:28.220813512802124 Iteration: 1266 || Clusters count: 15 || Log posterior: -2936.873012409249 || Iter Time:0.02019786834716797 || Total time:28.241011381149292 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1267 || Clusters count: 15 || Log posterior: -2971.4278025489375 || Iter Time:0.014317035675048828 || Total time:28.25532841682434 Iteration: 1268 || Clusters count: 15 || Log posterior: -2952.325359728674 || Iter Time:0.020280122756958008 || Total time:28.2756085395813 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1269 || Clusters count: 15 || Log posterior: -2959.1585088744705 || Iter 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Iteration: 1297 || Clusters count: 16 || Log posterior: -2964.416569561255 || Iter Time:0.017273902893066406 || Total time:28.89328908920288 Iteration: 1298 || Clusters count: 16 || Log posterior: -2940.031522122044 || Iter Time:0.021643877029418945 || Total time:28.9149329662323 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1299 || Clusters count: 16 || Log posterior: -2972.2477510960052 || Iter Time:0.016410112380981445 || Total time:28.93134307861328 Iteration: 1300 || Clusters count: 16 || Log posterior: -2948.1217775711802 || Iter Time:0.02260899543762207 || Total time:28.953952074050903 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1301 || Clusters count: 16 || Log posterior: -2986.9215154950516 || Iter Time:0.018516063690185547 || Total time:28.97246813774109 Iteration: 1302 || Clusters count: 16 || Log posterior: -2957.423737014065 || Iter Time:0.022223949432373047 || Total 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Iteration: 1363 || Clusters count: 16 || Log posterior: -2970.7799565051387 || Iter Time:0.014844894409179688 || Total time:30.206161975860596 Iteration: 1364 || Clusters count: 16 || Log posterior: -2944.4642955608033 || Iter Time:0.02080082893371582 || Total time:30.22696280479431 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1365 || Clusters count: 16 || Log posterior: -2948.479109027478 || Iter Time:0.015967845916748047 || Total time:30.24293065071106 Iteration: 1366 || Clusters count: 16 || Log posterior: -2939.0235975400733 || Iter Time:0.021810054779052734 || Total time:30.264740705490112 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1367 || Clusters count: 16 || Log posterior: -2946.7994152980295 || Iter Time:0.016113996505737305 || Total time:30.28085470199585 Iteration: 1368 || Clusters count: 16 || Log posterior: -2924.4208961736063 || Iter Time:0.021651029586791992 || Total 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16 || Log posterior: -2972.653869605004 || Iter Time:0.023298978805541992 || Total time:30.421814918518066 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1375 || Clusters count: 16 || Log posterior: -2984.3074181127795 || Iter Time:0.016655921936035156 || Total time:30.4384708404541 Iteration: 1376 || Clusters count: 16 || Log posterior: -2962.0942229913235 || Iter Time:0.02457594871520996 || Total time:30.46304678916931 Loading and distributing data: 0.000163 seconds (129 allocations: 13.195 KiB) Iteration: 1377 || Clusters count: 16 || Log posterior: -2997.693125602498 || Iter Time:0.01767706871032715 || Total time:30.48072385787964 Iteration: 1378 || Clusters count: 16 || Log posterior: -2981.8568912275578 || Iter Time:0.022860050201416016 || Total time:30.503583908081055 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1379 || Clusters count: 16 || Log posterior: -3018.090109200014 || Iter 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Iteration: 1385 || Clusters count: 16 || Log posterior: -2969.428216632614 || Iter Time:0.01672816276550293 || Total time:30.662580966949463 Iteration: 1386 || Clusters count: 16 || Log posterior: -2932.8135471118517 || Iter Time:0.02172398567199707 || Total time:30.68430495262146 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1387 || Clusters count: 16 || Log posterior: -3010.1322550723157 || Iter Time:0.014611005783081055 || Total time:30.69891595840454 Iteration: 1388 || Clusters count: 16 || Log posterior: -2980.033577940547 || Iter Time:0.023313045501708984 || Total time:30.72222900390625 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1389 || Clusters count: 16 || Log posterior: -2923.3389889705677 || Iter Time:0.01579117774963379 || Total time:30.738020181655884 Iteration: 1390 || Clusters count: 16 || Log posterior: -2909.3091668153907 || Iter Time:0.02141284942626953 || Total 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KiB) Iteration: 1407 || Clusters count: 16 || Log posterior: -2996.111748751706 || Iter Time:0.01588892936706543 || Total time:31.07526135444641 Iteration: 1408 || Clusters count: 16 || Log posterior: -2968.7614520694956 || Iter Time:0.02479100227355957 || Total time:31.10005235671997 Loading and distributing data: 0.000161 seconds (129 allocations: 13.195 KiB) Iteration: 1409 || Clusters count: 16 || Log posterior: -2987.629509544782 || Iter Time:0.017650127410888672 || Total time:31.11770248413086 Iteration: 1410 || Clusters count: 16 || Log posterior: -2973.380141186642 || Iter Time:0.046836137771606445 || Total time:31.164538621902466 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1411 || Clusters count: 16 || Log posterior: -2997.4100711640544 || Iter Time:0.01771998405456543 || Total time:31.18225860595703 Iteration: 1412 || Clusters count: 16 || Log posterior: -2978.7686438462265 || Iter Time:0.024383068084716797 || Total 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Iteration: 1429 || Clusters count: 16 || Log posterior: -2955.3450032689416 || Iter Time:0.016284942626953125 || Total time:31.530381441116333 Iteration: 1430 || Clusters count: 16 || Log posterior: -2927.7447022943306 || Iter Time:0.021357059478759766 || Total time:31.551738500595093 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1431 || Clusters count: 16 || Log posterior: -2972.106515640872 || Iter Time:0.01649188995361328 || Total time:31.568230390548706 Iteration: 1432 || Clusters count: 16 || Log posterior: -2950.2703372020565 || Iter Time:0.023241043090820312 || Total time:31.591471433639526 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1433 || Clusters count: 16 || Log posterior: -2995.6633382825175 || Iter Time:0.01705312728881836 || Total time:31.608524560928345 Iteration: 1434 || Clusters count: 16 || Log posterior: -2971.9264638622126 || Iter Time:0.0227510929107666 || Total 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|| Log posterior: -2994.3750736248503 || Iter Time:0.0451970100402832 || Total time:31.77789855003357 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1441 || Clusters count: 16 || Log posterior: -2973.4869872729096 || Iter Time:0.01620006561279297 || Total time:31.794098615646362 Iteration: 1442 || Clusters count: 16 || Log posterior: -2960.791406011696 || Iter Time:0.021059036254882812 || Total time:31.815157651901245 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1443 || Clusters count: 16 || Log posterior: -2979.221494182601 || Iter Time:0.015563011169433594 || Total time:31.83072066307068 Iteration: 1444 || Clusters count: 16 || Log posterior: -2959.450788959944 || Iter Time:0.021834135055541992 || Total time:31.85255479812622 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1445 || Clusters count: 16 || Log posterior: -2902.8915621695446 || Iter 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|| Log posterior: -2973.8483690542357 || Iter Time:0.02234196662902832 || Total time:32.19889998435974 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1463 || Clusters count: 16 || Log posterior: -2956.133377435206 || Iter Time:0.016335010528564453 || Total time:32.215234994888306 Iteration: 1464 || Clusters count: 16 || Log posterior: -2951.5187682403302 || Iter Time:0.022382020950317383 || Total time:32.23761701583862 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1465 || Clusters count: 17 || Log posterior: -2960.3750137249835 || Iter Time:0.017338991165161133 || Total time:32.254956007003784 Iteration: 1466 || Clusters count: 17 || Log posterior: -2935.4079780655584 || Iter Time:0.023205041885375977 || Total time:32.27816104888916 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1467 || Clusters count: 17 || Log posterior: -2961.466311581303 || Iter 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Iteration: 1473 || Clusters count: 17 || Log posterior: -3000.952970554168 || Iter Time:0.016061067581176758 || Total time:32.437950134277344 Iteration: 1474 || Clusters count: 17 || Log posterior: -2962.6255008600842 || Iter Time:0.021749019622802734 || Total time:32.45969915390015 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1475 || Clusters count: 17 || Log posterior: -3011.3219587085646 || Iter Time:0.01828312873840332 || Total time:32.47798228263855 Iteration: 1476 || Clusters count: 17 || Log posterior: -2985.2028927001525 || Iter Time:0.02323007583618164 || Total time:32.50121235847473 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1477 || Clusters count: 18 || Log posterior: -3021.6245836871276 || Iter Time:0.0176239013671875 || Total time:32.51883625984192 Iteration: 1478 || Clusters count: 17 || Log posterior: -2987.041574654696 || Iter Time:0.02404499053955078 || Total 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Log posterior: -2926.96611079421 || Iter Time:0.0240020751953125 || Total time:32.66285419464111 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1485 || Clusters count: 16 || Log posterior: -2958.817340199654 || Iter Time:0.017499923706054688 || Total time:32.68035411834717 Iteration: 1486 || Clusters count: 16 || Log posterior: -2941.263206911714 || Iter Time:0.021638870239257812 || Total time:32.701992988586426 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1487 || Clusters count: 16 || Log posterior: -2959.6237550163764 || Iter Time:0.017181873321533203 || Total time:32.71917486190796 Iteration: 1488 || Clusters count: 16 || Log posterior: -2949.0722584063374 || Iter Time:0.02065896987915039 || Total time:32.73983383178711 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1489 || Clusters count: 16 || Log posterior: -2994.9852398998783 || Iter 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Iteration: 1495 || Clusters count: 16 || Log posterior: -2949.215652691209 || Iter Time:0.01588606834411621 || Total time:32.861762046813965 Iteration: 1496 || Clusters count: 16 || Log posterior: -2939.180520907467 || Iter Time:0.020248889923095703 || Total time:32.88201093673706 Loading and distributing data: 0.000170 seconds (129 allocations: 13.195 KiB) Iteration: 1497 || Clusters count: 16 || Log posterior: -3008.2031900889056 || Iter Time:0.01547384262084961 || Total time:32.89748477935791 Iteration: 1498 || Clusters count: 16 || Log posterior: -2988.458763683712 || Iter Time:0.022073984146118164 || Total time:32.91955876350403 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1499 || Clusters count: 16 || Log posterior: -3010.846017613244 || Iter Time:0.016404151916503906 || Total time:32.93596291542053 Iteration: 1500 || Clusters count: 16 || Log posterior: -2983.5926088277674 || Iter Time:0.04531097412109375 || Total 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16 || Log posterior: -2942.7206745097988 || Iter Time:0.021123886108398438 || Total time:33.100629568099976 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1507 || Clusters count: 16 || Log posterior: -2971.860656965315 || Iter Time:0.015581846237182617 || Total time:33.11621141433716 Iteration: 1508 || Clusters count: 16 || Log posterior: -2959.9230529544316 || Iter Time:0.021775007247924805 || Total time:33.13798642158508 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1509 || Clusters count: 16 || Log posterior: -2983.9682533819396 || Iter Time:0.015700101852416992 || Total time:33.1536865234375 Iteration: 1510 || Clusters count: 16 || Log posterior: -2971.0857305013365 || Iter Time:0.022480010986328125 || Total time:33.17616653442383 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1511 || Clusters count: 16 || Log posterior: -2957.602540184791 || Iter 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Iteration: 1517 || Clusters count: 16 || Log posterior: -3037.004842586672 || Iter Time:0.01657390594482422 || Total time:33.30824947357178 Iteration: 1518 || Clusters count: 16 || Log posterior: -2996.7501368633643 || Iter Time:0.022291183471679688 || Total time:33.33054065704346 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1519 || Clusters count: 17 || Log posterior: -3023.9412580202284 || Iter Time:0.01700305938720703 || Total time:33.347543716430664 Iteration: 1520 || Clusters count: 17 || Log posterior: -2970.405987556306 || Iter Time:0.02159881591796875 || Total time:33.36914253234863 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1521 || Clusters count: 17 || Log posterior: -2929.3761159659102 || Iter Time:0.015587091445922852 || Total time:33.384729623794556 Iteration: 1522 || Clusters count: 17 || Log posterior: -2911.4842794677943 || Iter Time:0.02095818519592285 || Total 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17 || Log posterior: -2969.335510589982 || Iter Time:0.020378828048706055 || Total time:33.525978803634644 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1529 || Clusters count: 17 || Log posterior: -3007.259859736622 || Iter Time:0.039209842681884766 || Total time:33.56518864631653 Iteration: 1530 || Clusters count: 17 || Log posterior: -2957.6156718798234 || Iter Time:0.022810935974121094 || Total time:33.58799958229065 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1531 || Clusters count: 17 || Log posterior: -2994.634291826483 || Iter Time:0.016218185424804688 || Total time:33.604217767715454 Iteration: 1532 || Clusters count: 17 || Log posterior: -2968.1013980377043 || Iter Time:0.022094011306762695 || Total time:33.62631177902222 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1533 || Clusters count: 17 || Log posterior: -2991.316701838825 || Iter 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Iteration: 1539 || Clusters count: 16 || Log posterior: -2978.349288830522 || Iter Time:0.018435001373291016 || Total time:33.75986886024475 Iteration: 1540 || Clusters count: 16 || Log posterior: -2962.8921961447504 || Iter Time:0.022043943405151367 || Total time:33.7819128036499 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1541 || Clusters count: 16 || Log posterior: -2992.588403266585 || Iter Time:0.01622295379638672 || Total time:33.79813575744629 Iteration: 1542 || Clusters count: 16 || Log posterior: -2955.728249478364 || Iter Time:0.021396875381469727 || Total time:33.81953263282776 Loading and distributing data: 0.000138 seconds (139 allocations: 13.508 KiB) Iteration: 1543 || Clusters count: 17 || Log posterior: -2997.9770465271467 || Iter Time:0.015515804290771484 || Total time:33.83504843711853 Iteration: 1544 || Clusters count: 16 || Log posterior: -2977.041073319298 || Iter Time:0.022817134857177734 || Total 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|| Log posterior: -2944.492213856476 || Iter Time:0.02155303955078125 || Total time:33.96486759185791 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1551 || Clusters count: 16 || Log posterior: -2973.3613651435 || Iter Time:0.017096996307373047 || Total time:33.98196458816528 Iteration: 1552 || Clusters count: 16 || Log posterior: -2942.305463919971 || Iter Time:0.022326946258544922 || Total time:34.00429153442383 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1553 || Clusters count: 16 || Log posterior: -2935.957558767399 || Iter Time:0.01752305030822754 || Total time:34.021814584732056 Iteration: 1554 || Clusters count: 16 || Log posterior: -2909.2771057808213 || Iter Time:0.021788835525512695 || Total time:34.04360342025757 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1555 || Clusters count: 17 || Log posterior: -2872.5671365511585 || Iter 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Iteration: 1561 || Clusters count: 17 || Log posterior: -2856.9317834438216 || Iter Time:0.015703916549682617 || Total time:34.19692587852478 Iteration: 1562 || Clusters count: 17 || Log posterior: -2838.6865276243325 || Iter Time:0.02176809310913086 || Total time:34.21869397163391 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1563 || Clusters count: 16 || Log posterior: -2951.978558228097 || Iter Time:0.015012979507446289 || Total time:34.23370695114136 Iteration: 1564 || Clusters count: 16 || Log posterior: -2908.1697037558206 || Iter Time:0.02296900749206543 || Total time:34.25667595863342 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1565 || Clusters count: 17 || Log posterior: -2954.858672627362 || Iter Time:0.017509937286376953 || Total time:34.2741858959198 Iteration: 1566 || Clusters count: 17 || Log posterior: -2943.5600830187263 || Iter Time:0.022206783294677734 || Total 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Iteration: 1583 || Clusters count: 16 || Log posterior: -2961.387823669494 || Iter Time:0.015165090560913086 || Total time:34.603057861328125 Iteration: 1584 || Clusters count: 16 || Log posterior: -2954.6719481565337 || Iter Time:0.02248215675354004 || Total time:34.625540018081665 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1585 || Clusters count: 17 || Log posterior: -2962.987119940259 || Iter Time:0.017815113067626953 || Total time:34.64335513114929 Iteration: 1586 || Clusters count: 17 || Log posterior: -2952.6135779812603 || Iter Time:0.021323204040527344 || Total time:34.66467833518982 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1587 || Clusters count: 17 || Log posterior: -2958.787268978744 || Iter Time:0.01675891876220703 || Total time:34.681437253952026 Iteration: 1588 || Clusters count: 17 || Log posterior: -2928.444790320047 || Iter Time:0.021955013275146484 || Total 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Iteration: 1627 || Clusters count: 16 || Log posterior: -2927.2536388221383 || Iter Time:0.01630401611328125 || Total time:35.53565073013306 Iteration: 1628 || Clusters count: 16 || Log posterior: -2917.302880845004 || Iter Time:0.021920204162597656 || Total time:35.557570934295654 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1629 || Clusters count: 16 || Log posterior: -2916.0699718201045 || Iter Time:0.01771998405456543 || Total time:35.57529091835022 Iteration: 1630 || Clusters count: 16 || Log posterior: -2890.252409943002 || Iter Time:0.022524118423461914 || Total time:35.59781503677368 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1631 || Clusters count: 16 || Log posterior: -2905.102938240091 || Iter Time:0.017124176025390625 || Total time:35.61493921279907 Iteration: 1632 || Clusters count: 16 || Log posterior: -2882.0318952987477 || Iter Time:0.024130821228027344 || Total 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Iteration: 1649 || Clusters count: 18 || Log posterior: -2965.113053696319 || Iter Time:0.014972209930419922 || Total time:35.972028493881226 Iteration: 1650 || Clusters count: 17 || Log posterior: -2942.818002157428 || Iter Time:0.021142005920410156 || Total time:35.993170499801636 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1651 || Clusters count: 17 || Log posterior: -2975.019561788056 || Iter Time:0.04165005683898926 || Total time:36.034820556640625 Iteration: 1652 || Clusters count: 17 || Log posterior: -2963.9733501790256 || Iter Time:0.021098852157592773 || Total time:36.05591940879822 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1653 || Clusters count: 16 || Log posterior: -2964.946099464876 || Iter Time:0.015083789825439453 || Total time:36.07100319862366 Iteration: 1654 || Clusters count: 16 || Log posterior: -2952.8511477362144 || Iter Time:0.020320892333984375 || Total 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Iteration: 1671 || Clusters count: 16 || Log posterior: -2971.895801676154 || Iter Time:0.016392946243286133 || Total time:36.39838194847107 Iteration: 1672 || Clusters count: 16 || Log posterior: -2962.3037759236363 || Iter Time:0.020496129989624023 || Total time:36.41887807846069 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1673 || Clusters count: 16 || Log posterior: -2991.5273434203677 || Iter Time:0.015576839447021484 || Total time:36.434454917907715 Iteration: 1674 || Clusters count: 16 || Log posterior: -2980.9486373405794 || Iter Time:0.01983809471130371 || Total time:36.45429301261902 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 1675 || Clusters count: 16 || Log posterior: -3069.124341486353 || Iter Time:0.015027999877929688 || Total time:36.46932101249695 Iteration: 1676 || Clusters count: 16 || Log posterior: -3036.0017277430256 || Iter Time:0.02217411994934082 || Total 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Iteration: 1715 || Clusters count: 16 || Log posterior: -2985.908993761606 || Iter Time:0.015304088592529297 || Total time:37.26409101486206 Iteration: 1716 || Clusters count: 16 || Log posterior: -2960.883791282807 || Iter Time:0.02097487449645996 || Total time:37.28506588935852 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1717 || Clusters count: 16 || Log posterior: -3013.5079071869504 || Iter Time:0.014895915985107422 || Total time:37.29996180534363 Iteration: 1718 || Clusters count: 16 || Log posterior: -2980.3637243801527 || Iter Time:0.020713090896606445 || Total time:37.320674896240234 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1719 || Clusters count: 16 || Log posterior: -2980.679843465595 || Iter Time:0.014886140823364258 || Total time:37.3355610370636 Iteration: 1720 || Clusters count: 16 || Log posterior: -2960.471934882636 || Iter Time:0.021672964096069336 || Total 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Iteration: 1820 || Clusters count: 16 || Log posterior: -2906.977785043386 || Iter Time:0.02103590965270996 || Total time:39.36394786834717 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1821 || Clusters count: 16 || Log posterior: -2951.4095690440454 || Iter Time:0.015445947647094727 || Total time:39.37939381599426 Iteration: 1822 || Clusters count: 16 || Log posterior: -2940.6579633108277 || Iter Time:0.02093791961669922 || Total time:39.40033173561096 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1823 || Clusters count: 16 || Log posterior: -3030.200087286066 || Iter Time:0.01600480079650879 || Total time:39.41633653640747 Iteration: 1824 || Clusters count: 16 || Log posterior: -2999.011195821727 || Iter Time:0.021111011505126953 || Total time:39.4374475479126 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1825 || Clusters count: 16 || Log posterior: -3001.2860281106464 || Iter Time:0.017507076263427734 || Total time:39.454954624176025 Iteration: 1826 || Clusters count: 16 || Log posterior: -2987.699014910293 || Iter Time:0.021486997604370117 || Total time:39.476441621780396 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1827 || Clusters count: 16 || Log posterior: -2943.1967326999097 || Iter Time:0.015604972839355469 || Total time:39.49204659461975 Iteration: 1828 || Clusters count: 16 || Log posterior: -2933.235516023254 || Iter Time:0.020694971084594727 || Total time:39.512741565704346 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1829 || Clusters count: 16 || Log posterior: -2924.9616637347794 || Iter Time:0.015506982803344727 || Total time:39.52824854850769 Iteration: 1830 || Clusters count: 16 || Log posterior: -2902.896930514518 || Iter Time:0.021483898162841797 || Total time:39.54973244667053 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1831 || Clusters count: 16 || Log posterior: -2920.215241666422 || Iter Time:0.01584792137145996 || Total time:39.56558036804199 Iteration: 1832 || Clusters count: 16 || Log posterior: -2912.2047424656653 || Iter Time:0.021366119384765625 || Total time:39.58694648742676 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1833 || Clusters count: 16 || Log posterior: -2947.151452059941 || Iter Time:0.01715683937072754 || Total time:39.604103326797485 Iteration: 1834 || Clusters count: 16 || Log posterior: -2934.814555511094 || Iter Time:0.023421049118041992 || Total time:39.62752437591553 Loading and distributing data: 0.000161 seconds (129 allocations: 13.195 KiB) Iteration: 1835 || Clusters count: 16 || Log posterior: -2938.618658706478 || Iter Time:0.017222881317138672 || Total time:39.644747257232666 Iteration: 1836 || Clusters count: 16 || Log posterior: -2922.1865703031326 || Iter Time:0.023651123046875 || Total time:39.66839838027954 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1837 || Clusters count: 16 || Log posterior: -2915.0634328186406 || Iter Time:0.01751089096069336 || Total time:39.685909271240234 Iteration: 1838 || Clusters count: 16 || Log posterior: -2910.2987631033266 || Iter Time:0.04758810997009277 || Total time:39.73349738121033 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 16 || Log posterior: -2881.4518912616345 || Iter Time:0.01819014549255371 || Total time:39.75168752670288 Iteration: 1840 || Clusters count: 16 || Log posterior: -2879.405580589469 || Iter Time:0.02244091033935547 || Total time:39.774128437042236 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 16 || Log posterior: -2940.5090262298536 || Iter Time:0.016088008880615234 || Total time:39.79021644592285 Iteration: 1842 || Clusters count: 16 || Log posterior: -2929.9553084008153 || Iter Time:0.022495031356811523 || Total time:39.81271147727966 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 16 || Log posterior: -2978.91893623876 || Iter Time:0.01756596565246582 || Total time:39.83027744293213 Iteration: 1844 || Clusters count: 16 || Log posterior: -2951.13161721868 || Iter Time:0.02321910858154297 || Total time:39.85349655151367 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 16 || Log posterior: -2979.796564198964 || Iter Time:0.017961978912353516 || Total time:39.871458530426025 Iteration: 1846 || Clusters count: 16 || Log posterior: -2963.332553895374 || Iter Time:0.022103071212768555 || Total time:39.893561601638794 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 16 || Log posterior: -2985.8636688125926 || Iter Time:0.017344951629638672 || Total time:39.91090655326843 Iteration: 1848 || Clusters count: 16 || Log posterior: -2949.4692239938204 || Iter Time:0.02142810821533203 || Total time:39.932334661483765 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 17 || Log posterior: -2937.470014256143 || Iter Time:0.015686988830566406 || Total time:39.94802165031433 Iteration: 1850 || Clusters count: 17 || Log posterior: -2918.7629084324 || Iter Time:0.02033400535583496 || Total time:39.968355655670166 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 16 || Log posterior: -2928.8818198846316 || Iter Time:0.01588606834411621 || Total time:39.98424172401428 Iteration: 1852 || Clusters count: 16 || Log posterior: -2916.5519016309313 || Iter Time:0.0192720890045166 || Total time:40.0035138130188 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 16 || Log posterior: -2930.796489485483 || Iter Time:0.014422893524169922 || Total time:40.01793670654297 Iteration: 1854 || Clusters count: 16 || Log posterior: -2912.708447503444 || Iter Time:0.020863056182861328 || Total time:40.03879976272583 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 16 || Log posterior: -2929.1548458771736 || Iter Time:0.013988971710205078 || Total time:40.052788734436035 Iteration: 1856 || Clusters count: 16 || Log posterior: -2918.9445745442213 || Iter Time:0.02086806297302246 || Total time:40.07365679740906 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 16 || Log posterior: -2933.8258803229824 || Iter Time:0.01665782928466797 || Total time:40.090314626693726 Iteration: 1858 || Clusters count: 16 || Log posterior: -2920.055285654443 || Iter Time:0.022496938705444336 || Total time:40.11281156539917 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 16 || Log posterior: -2941.125668795809 || Iter Time:0.016147851943969727 || Total time:40.12895941734314 Iteration: 1860 || Clusters count: 16 || Log posterior: -2930.1880466051 || Iter Time:0.021048784255981445 || Total time:40.15000820159912 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 16 || Log posterior: -2953.4742007338928 || Iter Time:0.016143798828125 || Total time:40.166152000427246 Iteration: 1862 || Clusters count: 16 || Log posterior: -2944.390619210892 || Iter Time:0.02134108543395996 || Total time:40.187493085861206 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 16 || Log posterior: -2991.8054847823296 || Iter Time:0.01671600341796875 || Total time:40.204209089279175 Iteration: 1864 || Clusters count: 16 || Log posterior: -2965.642037191464 || Iter Time:0.022686004638671875 || Total time:40.22689509391785 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 16 || Log posterior: -2965.9985294248754 || Iter Time:0.01585698127746582 || Total time:40.24275207519531 Iteration: 1866 || Clusters count: 16 || Log posterior: -2937.651135938964 || Iter Time:0.020927906036376953 || Total time:40.26367998123169 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 16 || Log posterior: -2953.796268909487 || Iter Time:0.017300128936767578 || Total time:40.28098011016846 Iteration: 1868 || Clusters count: 16 || Log posterior: -2943.625024022671 || Iter Time:0.022500991821289062 || Total time:40.303481101989746 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 16 || Log posterior: -3015.242552524686 || Iter Time:0.03997993469238281 || Total time:40.34346103668213 Iteration: 1870 || Clusters count: 16 || Log posterior: -2972.321318108945 || Iter Time:0.021424055099487305 || Total time:40.364885091781616 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 16 || Log posterior: -3000.2010784120944 || Iter Time:0.015146017074584961 || Total time:40.3800311088562 Iteration: 1872 || Clusters count: 16 || Log posterior: -2970.8648187895083 || Iter Time:0.02364492416381836 || Total time:40.40367603302002 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 16 || Log posterior: -2964.3520812734614 || Iter Time:0.01655888557434082 || Total time:40.42023491859436 Iteration: 1874 || Clusters count: 16 || Log posterior: -2946.9503352501065 || Iter Time:0.021882057189941406 || Total time:40.4421169757843 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 16 || Log posterior: -2974.591568582821 || Iter Time:0.015974044799804688 || Total time:40.458091020584106 Iteration: 1876 || Clusters count: 16 || Log posterior: -2952.502277877798 || Iter Time:0.03549385070800781 || Total time:40.493584871292114 Loading and distributing data: 0.000164 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 17 || Log posterior: -2959.030121243748 || Iter Time:0.01687002182006836 || Total time:40.51045489311218 Iteration: 1878 || Clusters count: 16 || Log posterior: -2924.8392125869705 || Iter Time:0.021368980407714844 || Total time:40.5318238735199 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 16 || Log posterior: -2943.33439043016 || Iter Time:0.01665496826171875 || Total time:40.548478841781616 Iteration: 1880 || Clusters count: 16 || Log posterior: -2926.0175219453554 || Iter Time:0.022211074829101562 || Total time:40.57068991661072 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 16 || Log posterior: -2941.252095910851 || Iter Time:0.016655921936035156 || Total time:40.58734583854675 Iteration: 1882 || Clusters count: 16 || Log posterior: -2926.6912726406376 || Iter Time:0.022031068801879883 || Total time:40.60937690734863 Loading and distributing data: 0.000175 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 16 || Log posterior: -2947.0161579883547 || Iter Time:0.015909910202026367 || Total time:40.62528681755066 Iteration: 1884 || Clusters count: 16 || Log posterior: -2918.7779758936513 || Iter Time:0.021112918853759766 || Total time:40.64639973640442 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 16 || Log posterior: -2936.0130988505753 || Iter Time:0.01635599136352539 || Total time:40.662755727767944 Iteration: 1886 || Clusters count: 16 || Log posterior: -2919.3038292343426 || Iter Time:0.022258996963500977 || Total time:40.685014724731445 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 16 || Log posterior: -2940.5653772876876 || Iter Time:0.018542051315307617 || Total time:40.70355677604675 Iteration: 1888 || Clusters count: 16 || Log posterior: -2924.6272815703624 || Iter Time:0.0232241153717041 || Total time:40.72678089141846 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 16 || Log posterior: -2979.142189408254 || Iter Time:0.017166852951049805 || Total time:40.74394774436951 Iteration: 1890 || Clusters count: 16 || Log posterior: -2946.781432617511 || Iter Time:0.024244070053100586 || Total time:40.76819181442261 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 16 || Log posterior: -2941.9749790714523 || Iter Time:0.018405914306640625 || Total time:40.78659772872925 Iteration: 1892 || Clusters count: 16 || Log posterior: -2911.3836021589245 || Iter Time:0.023199081420898438 || Total time:40.80979681015015 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 16 || Log posterior: -2942.99643113138 || Iter Time:0.018221139907836914 || Total time:40.82801795005798 Iteration: 1894 || Clusters count: 16 || Log posterior: -2920.4487730519054 || Iter Time:0.02243494987487793 || Total time:40.85045289993286 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 16 || Log posterior: -2968.204841139829 || Iter Time:0.017309904098510742 || Total time:40.86776280403137 Iteration: 1896 || Clusters count: 16 || Log posterior: -2944.240518178779 || Iter Time:0.022387981414794922 || Total time:40.89015078544617 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 17 || Log posterior: -2949.852685417514 || Iter Time:0.01888418197631836 || Total time:40.909034967422485 Iteration: 1898 || Clusters count: 17 || Log posterior: -2923.719620685793 || Iter Time:0.024441957473754883 || Total time:40.93347692489624 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 17 || Log posterior: -2939.989247563683 || Iter Time:0.01743292808532715 || Total time:40.95090985298157 Iteration: 1900 || Clusters count: 17 || Log posterior: -2929.445465995078 || Iter Time:0.02285599708557129 || Total time:40.97376585006714 Loading and distributing data: 0.000159 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 17 || Log posterior: -2892.972810120878 || Iter Time:0.016340017318725586 || Total time:40.990105867385864 Iteration: 1902 || Clusters count: 17 || Log posterior: -2863.754538730147 || Iter Time:0.05872011184692383 || Total time:41.04882597923279 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 17 || Log posterior: -2958.1072820265445 || Iter Time:0.020335912704467773 || Total time:41.069161891937256 Iteration: 1904 || Clusters count: 16 || Log posterior: -2922.978303777431 || Iter Time:0.024007081985473633 || Total time:41.09316897392273 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 16 || Log posterior: -2959.7800734264983 || Iter Time:0.016661882400512695 || Total time:41.10983085632324 Iteration: 1906 || Clusters count: 16 || Log posterior: -2936.3454888867977 || Iter Time:0.022771835327148438 || Total time:41.13260269165039 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 16 || Log posterior: -2901.9396767443454 || Iter Time:0.017480134963989258 || Total time:41.15008282661438 Iteration: 1908 || Clusters count: 16 || Log posterior: -2878.217463041797 || Iter Time:0.021583080291748047 || Total time:41.17166590690613 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 16 || Log posterior: -2910.4496217253777 || Iter Time:0.016113996505737305 || Total time:41.187779903411865 Iteration: 1910 || Clusters count: 16 || Log posterior: -2891.9964554650765 || Iter Time:0.020743131637573242 || Total time:41.20852303504944 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 16 || Log posterior: -2962.6902598602505 || Iter Time:0.014719963073730469 || Total time:41.22324299812317 Iteration: 1912 || Clusters count: 16 || Log posterior: -2953.0514061509916 || Iter Time:0.0215151309967041 || Total time:41.24475812911987 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 16 || Log posterior: -2973.9946452356 || Iter Time:0.018452167510986328 || Total time:41.26321029663086 Iteration: 1914 || Clusters count: 16 || Log posterior: -2944.765506186437 || Iter Time:0.024964094161987305 || Total time:41.28817439079285 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 16 || Log posterior: -2945.6341460951753 || Iter Time:0.019259214401245117 || Total time:41.30743360519409 Iteration: 1916 || Clusters count: 16 || Log posterior: -2923.085691692336 || Iter Time:0.024159908294677734 || Total time:41.33159351348877 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 16 || Log posterior: -2957.491126635909 || Iter Time:0.016911029815673828 || Total time:41.34850454330444 Iteration: 1918 || Clusters count: 16 || Log posterior: -2949.683245166207 || Iter Time:0.02199697494506836 || Total time:41.37050151824951 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 16 || Log posterior: -2931.8633314486115 || Iter Time:0.016599178314208984 || Total time:41.38710069656372 Iteration: 1920 || Clusters count: 16 || Log posterior: -2915.776144624168 || Iter Time:0.022390127182006836 || Total time:41.40949082374573 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 16 || Log posterior: -2975.568859494183 || Iter Time:0.0166168212890625 || Total time:41.42610764503479 Iteration: 1922 || Clusters count: 16 || Log posterior: -2949.2579490458747 || Iter Time:0.020277023315429688 || Total time:41.44638466835022 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 16 || Log posterior: -2963.785742180558 || Iter Time:0.01489114761352539 || Total time:41.461275815963745 Iteration: 1924 || Clusters count: 16 || Log posterior: -2934.460151983146 || Iter Time:0.02063608169555664 || Total time:41.4819118976593 Loading and distributing 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Time:0.020218849182128906 || Total time:41.59523105621338 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 16 || Log posterior: -2960.864403007607 || Iter Time:0.01555180549621582 || Total time:41.610782861709595 Iteration: 1932 || Clusters count: 16 || Log posterior: -2950.6502597848585 || Iter Time:0.02145099639892578 || Total time:41.63223385810852 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 16 || Log posterior: -2971.0068153532434 || Iter Time:0.01617884635925293 || Total time:41.64841270446777 Iteration: 1934 || Clusters count: 16 || Log posterior: -2931.0164726756884 || Iter Time:0.02212214469909668 || Total time:41.67053484916687 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 16 || Log posterior: -2984.044877698534 || Iter Time:0.015254974365234375 || Total time:41.685789823532104 Iteration: 1936 || Clusters count: 16 || Log posterior: -2962.8862139527755 || Iter Time:0.04479384422302246 || Total time:41.73058366775513 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 16 || Log posterior: -2922.5862490846457 || Iter Time:0.014062881469726562 || Total time:41.74464654922485 Iteration: 1938 || Clusters count: 16 || Log posterior: -2899.3219190347772 || Iter Time:0.021439075469970703 || Total time:41.766085624694824 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 16 || Log posterior: -2920.356413242965 || Iter Time:0.015873193740844727 || Total time:41.78195881843567 Iteration: 1940 || Clusters count: 16 || Log posterior: -2903.9560118240884 || Iter Time:0.02090597152709961 || Total time:41.80286478996277 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 16 || Log posterior: -2934.8250147425565 || Iter Time:0.015853166580200195 || Total time:41.81871795654297 Iteration: 1942 || Clusters count: 16 || Log posterior: -2914.9585439932403 || Iter Time:0.02155280113220215 || Total time:41.84027075767517 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 16 || Log posterior: -2910.423016738747 || Iter Time:0.016342878341674805 || Total time:41.856613636016846 Iteration: 1944 || Clusters count: 16 || Log posterior: -2891.366365752347 || Iter Time:0.022011995315551758 || Total time:41.8786256313324 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 16 || Log posterior: -2968.5618639542126 || Iter Time:0.01721787452697754 || Total time:41.895843505859375 Iteration: 1946 || Clusters count: 16 || Log posterior: -2948.4204493153134 || Iter Time:0.02370309829711914 || Total time:41.919546604156494 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 17 || Log posterior: -3011.0654892039834 || Iter Time:0.01731395721435547 || Total time:41.93686056137085 Iteration: 1948 || Clusters count: 17 || Log posterior: -2967.8277368087874 || Iter Time:0.022823095321655273 || Total time:41.959683656692505 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 16 || Log posterior: -2979.447105448791 || Iter Time:0.01696014404296875 || Total time:41.976643800735474 Iteration: 1950 || Clusters count: 16 || Log posterior: -2930.817508745497 || Iter Time:0.022281885147094727 || Total time:41.99892568588257 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 16 || Log posterior: -2925.023528060821 || Iter Time:0.014909029006958008 || Total time:42.013834714889526 Iteration: 1952 || Clusters count: 16 || Log posterior: -2903.7181910920895 || Iter Time:0.022318124771118164 || Total time:42.036152839660645 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 16 || Log posterior: -2907.9973973544875 || Iter Time:0.016722917556762695 || Total time:42.05287575721741 Iteration: 1954 || Clusters count: 16 || Log posterior: -2896.831648992812 || Iter Time:0.021864891052246094 || Total time:42.07474064826965 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 16 || Log posterior: -2933.0930858840456 || Iter Time:0.015501022338867188 || Total time:42.09024167060852 Iteration: 1956 || Clusters count: 16 || Log posterior: -2897.7919473139327 || Iter Time:0.022151947021484375 || Total time:42.112393617630005 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 16 || Log posterior: -2923.8011830615674 || Iter Time:0.017804861068725586 || Total time:42.13019847869873 Iteration: 1958 || Clusters count: 16 || Log posterior: -2903.567340938395 || Iter Time:0.022061824798583984 || Total time:42.152260303497314 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 16 || Log posterior: -2945.9075143035525 || Iter Time:0.015043020248413086 || Total time:42.16730332374573 Iteration: 1960 || Clusters count: 16 || Log posterior: -2922.7805689125025 || Iter Time:0.020762920379638672 || Total time:42.188066244125366 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 16 || Log posterior: -2922.3043072626133 || Iter Time:0.014510869979858398 || Total time:42.202577114105225 Iteration: 1962 || Clusters count: 16 || Log posterior: -2916.667325795689 || Iter Time:0.02071213722229004 || Total time:42.223289251327515 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 16 || Log posterior: -2974.527494149503 || Iter Time:0.015496015548706055 || Total time:42.23878526687622 Iteration: 1964 || Clusters count: 16 || Log posterior: -2927.665480086551 || Iter Time:0.020255088806152344 || Total time:42.25904035568237 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 16 || Log posterior: -2912.017045658076 || Iter Time:0.015486001968383789 || Total time:42.27452635765076 Iteration: 1966 || Clusters count: 16 || Log posterior: -2902.1692468869146 || Iter Time:0.020201921463012695 || Total time:42.29472827911377 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 16 || Log posterior: -2960.893613753936 || Iter Time:0.014739990234375 || Total time:42.309468269348145 Iteration: 1968 || Clusters count: 16 || Log posterior: -2917.0099623429537 || Iter Time:0.020823955535888672 || Total time:42.33029222488403 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 16 || Log posterior: -2944.3636057439367 || Iter Time:0.039646148681640625 || Total time:42.369938373565674 Iteration: 1970 || Clusters count: 16 || Log posterior: -2925.052628323801 || Iter Time:0.021502017974853516 || Total time:42.39144039154053 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 16 || Log posterior: -2950.919789446349 || Iter Time:0.016404151916503906 || Total time:42.40784454345703 Iteration: 1972 || Clusters count: 16 || Log posterior: -2941.2281767578147 || Iter Time:0.02204298973083496 || Total time:42.429887533187866 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 16 || Log posterior: -2938.0443631844587 || Iter Time:0.0164339542388916 || Total time:42.44632148742676 Iteration: 1974 || Clusters count: 16 || Log posterior: -2910.232451814 || Iter Time:0.021778106689453125 || Total time:42.46809959411621 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 17 || Log posterior: -2899.971509885544 || Iter Time:0.017390966415405273 || Total time:42.485490560531616 Iteration: 1976 || Clusters count: 17 || Log posterior: -2876.0953334821834 || Iter Time:0.022127866744995117 || Total time:42.50761842727661 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 17 || Log posterior: -2897.2601615290887 || Iter Time:0.015587091445922852 || Total time:42.523205518722534 Iteration: 1978 || Clusters count: 17 || Log posterior: -2864.2419088022034 || Iter Time:0.021380901336669922 || Total time:42.544586420059204 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 16 || Log posterior: -2886.96211532628 || Iter Time:0.015036821365356445 || Total time:42.55962324142456 Iteration: 1980 || Clusters count: 16 || Log posterior: -2873.260897105288 || Iter Time:0.02099299430847168 || Total time:42.58061623573303 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 16 || Log posterior: -2985.743588409658 || Iter Time:0.01532292366027832 || Total time:42.59593915939331 Iteration: 1982 || Clusters count: 16 || Log posterior: -2959.2188562916076 || Iter Time:0.02198195457458496 || Total time:42.617921113967896 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 16 || Log posterior: -2964.183449425052 || Iter Time:0.015731096267700195 || Total time:42.633652210235596 Iteration: 1984 || Clusters count: 16 || Log posterior: -2945.533806672353 || Iter Time:0.021732091903686523 || Total time:42.65538430213928 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 16 || Log posterior: -2954.940580800834 || Iter Time:0.01724982261657715 || Total time:42.67263412475586 Iteration: 1986 || Clusters count: 16 || Log posterior: -2946.7321278306326 || Iter Time:0.021503925323486328 || Total time:42.694138050079346 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 16 || Log posterior: -2934.8771082286007 || Iter Time:0.01591205596923828 || Total time:42.710050106048584 Iteration: 1988 || Clusters count: 16 || Log posterior: -2923.3284898796896 || Iter Time:0.021394014358520508 || Total time:42.731444120407104 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 16 || Log posterior: -2955.2888976425024 || Iter Time:0.014799118041992188 || Total time:42.7462432384491 Iteration: 1990 || Clusters count: 16 || Log posterior: -2939.7054932305905 || Iter Time:0.02090907096862793 || Total time:42.767152309417725 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 16 || Log posterior: -2974.563282907565 || Iter Time:0.01456594467163086 || Total time:42.781718254089355 Iteration: 1992 || Clusters count: 16 || Log posterior: -2941.868173038123 || Iter Time:0.021443843841552734 || Total time:42.80316209793091 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 16 || Log posterior: -3009.4954215529524 || Iter Time:0.014976024627685547 || Total time:42.818138122558594 Iteration: 1994 || Clusters count: 16 || Log posterior: -2972.480303576287 || Iter Time:0.02064800262451172 || Total time:42.838786125183105 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 16 || Log posterior: -2960.670684319054 || Iter Time:0.016125917434692383 || Total time:42.8549120426178 Iteration: 1996 || Clusters count: 16 || Log posterior: -2944.8373523129226 || Iter Time:0.021456003189086914 || Total time:42.876368045806885 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 16 || Log posterior: -2982.6940026856105 || Iter Time:0.01564192771911621 || Total time:42.892009973526 Iteration: 1998 || Clusters count: 16 || Log posterior: -2963.5402813861842 || Iter Time:0.024827957153320312 || Total time:42.91683793067932 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 16 || Log posterior: -2974.5965763491 || Iter Time:0.017819881439208984 || Total time:42.93465781211853 Iteration: 2000 || Clusters count: 16 || Log posterior: -2949.0132138612453 || Iter Time:0.0204010009765625 || Total time:42.95505881309509 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 16 || Log posterior: -2943.8280344786945 || Iter Time:0.014267206192016602 || Total time:42.96932601928711 Iteration: 2002 || Clusters count: 16 || Log posterior: -2924.972653515412 || Iter Time:0.02114415168762207 || Total time:42.99047017097473 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 16 || Log posterior: -2951.949387427704 || Iter Time:0.03924703598022461 || Total time:43.029717206954956 Iteration: 2004 || Clusters count: 16 || Log posterior: -2938.07719719478 || Iter Time:0.020282983779907227 || Total time:43.05000019073486 Loading and distributing data: 0.000166 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 16 || Log posterior: -2920.3678994930897 || Iter Time:0.013541936874389648 || Total time:43.06354212760925 Iteration: 2006 || Clusters count: 16 || Log posterior: -2911.991588458895 || Iter Time:0.020426034927368164 || Total time:43.08396816253662 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 16 || Log posterior: -2846.873740268435 || Iter Time:0.014185190200805664 || Total time:43.09815335273743 Iteration: 2008 || Clusters count: 16 || Log posterior: -2829.976384972241 || Iter Time:0.0189361572265625 || Total time:43.11708950996399 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 16 || Log posterior: -2892.9335801649263 || Iter Time:0.015445947647094727 || Total time:43.132535457611084 Iteration: 2010 || Clusters count: 16 || Log posterior: -2878.9979430993376 || Iter Time:0.021754980087280273 || Total time:43.154290437698364 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 16 || Log posterior: -2967.170561550585 || Iter Time:0.015575885772705078 || Total time:43.16986632347107 Iteration: 2012 || Clusters count: 16 || Log posterior: -2937.025885954862 || Iter Time:0.020570993423461914 || Total time:43.19043731689453 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 16 || Log posterior: -2959.060773831937 || Iter Time:0.01497793197631836 || Total time:43.20541524887085 Iteration: 2014 || Clusters count: 16 || Log posterior: -2950.7386218178913 || Iter Time:0.020646095275878906 || Total time:43.22606134414673 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 16 || Log posterior: -2980.032450082839 || Iter Time:0.015219926834106445 || Total time:43.241281270980835 Iteration: 2016 || Clusters count: 16 || Log posterior: -2969.5981767432604 || Iter Time:0.021385908126831055 || Total time:43.262667179107666 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 16 || Log posterior: -2958.855994440137 || Iter Time:0.015202045440673828 || Total time:43.27786922454834 Iteration: 2018 || Clusters count: 16 || Log posterior: -2935.128229162676 || Iter Time:0.021144866943359375 || Total time:43.2990140914917 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 16 || Log posterior: -2960.1290154824355 || Iter Time:0.01419210433959961 || Total time:43.3132061958313 Iteration: 2020 || Clusters count: 16 || Log posterior: -2939.2287299647487 || Iter Time:0.02002096176147461 || Total time:43.33322715759277 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 16 || Log posterior: -3018.5551098513365 || Iter Time:0.015524148941040039 || Total time:43.34875130653381 Iteration: 2022 || Clusters count: 16 || Log posterior: -2988.313807999249 || Iter Time:0.02178192138671875 || Total time:43.37053322792053 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 16 || Log posterior: -3016.5735537032006 || Iter Time:0.015406131744384766 || Total time:43.38593935966492 Iteration: 2024 || Clusters count: 16 || Log posterior: -2989.7063663676845 || Iter Time:0.02036595344543457 || Total time:43.40630531311035 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 16 || Log posterior: -2973.0364942084384 || Iter Time:0.01615309715270996 || Total time:43.42245841026306 Iteration: 2026 || Clusters count: 16 || Log posterior: -2936.202503668488 || Iter Time:0.022181987762451172 || Total time:43.44464039802551 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 17 || Log posterior: -2938.0215765677863 || Iter Time:0.016212940216064453 || Total time:43.46085333824158 Iteration: 2028 || Clusters count: 17 || Log posterior: -2922.438123764811 || Iter Time:0.021741867065429688 || Total time:43.48259520530701 Avg NMI: 0.9458034261063596 Full NMI: 0.9307062831986836 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m29.3s Testing DPMMSubClustersStreaming tests passed Testing completed after 203.08s PkgEval succeeded after 356.1s