Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.1055 (100ef9d641*) started at 2025-08-28T17:44:03.514 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.92s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.5.0 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.14 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.15.0+1 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.8.12 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.2+0 [efcefdf7] + PCRE2_jll v10.46.0+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 v1.66.0+0 [3f19e933] + p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.92s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 138.36s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_PMTgRs/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_PMTgRs/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.5.0 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.14 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.15.0+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.8.12 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.2+0 [efcefdf7] PCRE2_jll v10.46.0+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 v1.66.0+0 [3f19e933] p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 4.035734 seconds (1.12 M allocations: 67.387 MiB, 13.93% gc time, 99.92% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -232939.94423629093 || Iter Time:16.919713020324707 || Total time:16.919713020324707 Iteration: 1 || Clusters count: 1 || Log posterior: -232939.94423629093 || Iter Time:0.0054759979248046875 || Total time:16.92518901824951 Iteration: 2 || Clusters count: 1 || Log posterior: -232939.94423629093 || Iter Time:0.0052890777587890625 || Total time:16.9304780960083 Iteration: 3 || Clusters count: 1 || Log posterior: -232939.94423629093 || Iter Time:0.0053408145904541016 || Total time:16.935818910598755 Iteration: 4 || Clusters count: 1 || Log posterior: -232939.94423629093 || Iter Time:0.0053560733795166016 || Total time:16.94117498397827 Iteration: 5 || Clusters count: 1 || Log posterior: -232939.94423629093 || Iter Time:0.0164639949798584 || Total time:16.95763897895813 Iteration: 6 || Clusters count: 1 || Log posterior: -232939.94423629093 || Iter Time:0.0056231021881103516 || Total time:16.96326208114624 Iteration: 7 || Clusters count: 1 || Log posterior: -232939.94423629093 || Iter Time:0.005339860916137695 || Total time:16.968601942062378 Iteration: 8 || Clusters count: 1 || Log posterior: -232939.94423629093 || Iter Time:0.005384922027587891 || Total time:16.973986864089966 Iteration: 9 || Clusters count: 1 || Log posterior: -232939.94423629093 || Iter Time:0.00535893440246582 || Total time:16.97934579849243 Iteration: 10 || Clusters count: 1 || Log posterior: -232939.94423629093 || Iter Time:0.005301952362060547 || Total time:16.984647750854492 Iteration: 11 || Clusters count: 1 || Log posterior: -232939.94423629093 || Iter Time:0.005340099334716797 || Total time:16.98998785018921 Iteration: 12 || Clusters count: 1 || Log posterior: -232939.94423629093 || Iter Time:0.005228996276855469 || Total time:16.995216846466064 Iteration: 13 || Clusters count: 2 || Log posterior: -232651.1661121241 || Iter Time:3.995382070541382 || Total time:20.990598917007446 Iteration: 14 || Clusters count: 2 || Log posterior: -232633.63742734733 || Iter Time:0.0064280033111572266 || Total time:20.997026920318604 Iteration: 15 || Clusters count: 2 || Log posterior: -232616.89986684534 || Iter Time:0.005808115005493164 || Total time:21.002835035324097 Iteration: 16 || Clusters count: 2 || Log posterior: -232652.3295910805 || Iter Time:0.005853176116943359 || Total time:21.00868821144104 Iteration: 17 || Clusters count: 2 || Log posterior: -232661.8224070214 || Iter Time:0.005732059478759766 || Total time:21.0144202709198 Iteration: 18 || Clusters count: 2 || Log posterior: -232628.77722619328 || Iter Time:0.005587100982666016 || Total time:21.020007371902466 Iteration: 19 || Clusters count: 2 || Log posterior: -232608.0099070214 || Iter Time:0.005683183670043945 || Total time:21.02569055557251 Iteration: 20 || Clusters count: 2 || Log posterior: -232509.77910726643 || Iter Time:3.3764588832855225 || Total time:24.402149438858032 Loading and distributing data: 0.000895 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232676.38246990164 || Iter Time:0.03080892562866211 || Total time:24.432958364486694 Iteration: 22 || Clusters count: 2 || Log posterior: -232660.99750356688 || Iter Time:0.005892038345336914 || Total time:24.43885040283203 Iteration: 23 || Clusters count: 2 || Log posterior: -232644.0198182856 || Iter Time:0.005648136138916016 || Total time:24.444498538970947 Iteration: 24 || Clusters count: 2 || Log posterior: -232648.5565408365 || Iter Time:0.0056400299072265625 || Total time:24.450138568878174 Iteration: 25 || Clusters count: 2 || Log posterior: -232644.30619925426 || Iter Time:0.0055768489837646484 || Total time:24.45571541786194 Iteration: 26 || Clusters count: 2 || Log posterior: -232629.16007068608 || Iter Time:0.0055081844329833984 || Total time:24.461223602294922 Iteration: 27 || Clusters count: 2 || Log posterior: -232625.78688032954 || Iter Time:0.005563020706176758 || Total time:24.4667866230011 Iteration: 28 || Clusters count: 3 || Log posterior: -232237.1076763234 || Iter Time:0.007695913314819336 || Total time:24.474482536315918 Iteration: 29 || Clusters count: 3 || Log posterior: -232134.71079752396 || Iter Time:0.006284952163696289 || Total time:24.480767488479614 Iteration: 30 || Clusters count: 4 || Log posterior: -231693.9114327485 || Iter Time:0.007883071899414062 || Total time:24.48865056037903 Iteration: 31 || Clusters count: 4 || Log posterior: -231574.13342682528 || Iter Time:0.00648188591003418 || Total time:24.495132446289062 Iteration: 32 || Clusters count: 4 || Log posterior: -231550.08593271105 || Iter Time:0.006315946578979492 || Total time:24.501448392868042 Iteration: 33 || Clusters count: 4 || Log posterior: -231528.15150398843 || Iter Time:0.00625300407409668 || Total time:24.50770139694214 Iteration: 34 || Clusters count: 4 || Log posterior: -231529.69002968486 || Iter Time:0.006190061569213867 || Total time:24.513891458511353 Iteration: 35 || Clusters count: 4 || Log posterior: -231495.12131655717 || Iter Time:0.006232023239135742 || Total time:24.52012348175049 Iteration: 36 || Clusters count: 4 || Log posterior: -231503.48487893096 || Iter Time:0.006359100341796875 || Total time:24.526482582092285 Iteration: 37 || Clusters count: 4 || Log posterior: -231481.37159809069 || Iter Time:0.006402015686035156 || Total time:24.53288459777832 Iteration: 38 || Clusters count: 4 || Log posterior: -231499.31017243184 || Iter Time:0.0408329963684082 || Total time:24.57371759414673 Iteration: 39 || Clusters count: 4 || Log posterior: -231487.07832765064 || Iter Time:0.0063478946685791016 || Total time:24.580065488815308 Iteration: 40 || Clusters count: 4 || Log posterior: -231462.91303540638 || Iter Time:0.00631403923034668 || Total time:24.586379528045654 Iteration: 41 || Clusters count: 4 || Log posterior: -231390.01352934082 || Iter Time:0.006278038024902344 || Total time:24.592657566070557 Loading and distributing data: 0.000800 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261779.2477784386 || Iter Time:0.006627082824707031 || Total time:24.599284648895264 Iteration: 43 || Clusters count: 4 || Log posterior: -261769.37833688298 || Iter Time:0.0064220428466796875 || Total time:24.605706691741943 Iteration: 44 || Clusters count: 4 || Log posterior: -261718.1057278693 || Iter Time:0.0063440799713134766 || Total time:24.612050771713257 Iteration: 45 || Clusters count: 6 || Log posterior: -260910.910176168 || Iter Time:0.00853586196899414 || Total time:24.62058663368225 Iteration: 46 || Clusters count: 6 || Log posterior: -260852.052688162 || Iter Time:0.007158994674682617 || Total time:24.627745628356934 Iteration: 47 || Clusters count: 6 || Log posterior: -260868.4152309957 || Iter Time:0.007042884826660156 || Total time:24.634788513183594 Iteration: 48 || Clusters count: 6 || Log posterior: -260851.74859068767 || Iter Time:0.007155895233154297 || Total time:24.641944408416748 Iteration: 49 || Clusters count: 6 || Log posterior: -260863.25917081104 || Iter Time:0.007136106491088867 || Total time:24.649080514907837 Iteration: 50 || Clusters count: 6 || Log posterior: -260848.7501330864 || Iter Time:0.007081031799316406 || Total time:24.656161546707153 Iteration: 51 || Clusters count: 6 || Log posterior: -260867.7253827999 || Iter Time:0.0071909427642822266 || Total time:24.663352489471436 Iteration: 52 || Clusters count: 6 || Log posterior: -260848.93978406442 || Iter Time:0.007191896438598633 || Total time:24.670544385910034 Iteration: 53 || Clusters count: 6 || Log posterior: -260876.31042704283 || Iter Time:0.007166147232055664 || Total time:24.67771053314209 Iteration: 54 || Clusters count: 6 || Log posterior: -260874.0133619159 || Iter Time:0.007132053375244141 || Total time:24.684842586517334 Iteration: 55 || Clusters count: 7 || Log posterior: -260384.40886811135 || Iter Time:0.03861808776855469 || Total time:24.72346067428589 Iteration: 56 || Clusters count: 7 || Log posterior: -260306.74427961351 || Iter Time:0.007617950439453125 || Total time:24.731078624725342 Iteration: 57 || Clusters count: 7 || Log posterior: -260305.37081777546 || Iter Time:0.0077669620513916016 || Total time:24.738845586776733 Iteration: 58 || Clusters count: 7 || Log posterior: -260289.40285001384 || Iter Time:0.007646083831787109 || Total time:24.74649167060852 Iteration: 59 || Clusters count: 7 || Log posterior: -260283.23881125115 || Iter Time:0.007593870162963867 || Total time:24.754085540771484 Iteration: 60 || Clusters count: 7 || Log posterior: -260257.88740701912 || Iter Time:0.8156530857086182 || Total time:25.569738626480103 Iteration: 61 || Clusters count: 7 || Log posterior: -260294.3041608937 || Iter Time:0.008202075958251953 || Total time:25.577940702438354 Iteration: 62 || Clusters count: 7 || Log posterior: -260207.80401601538 || Iter Time:0.008833885192871094 || Total time:25.586774587631226 Loading and distributing data: 0.000797 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 8 || Log posterior: -260087.47745080903 || Iter Time:0.009389162063598633 || Total time:25.596163749694824 Iteration: 64 || Clusters count: 8 || Log posterior: -259943.42753801303 || Iter Time:0.008762836456298828 || Total time:25.604926586151123 Iteration: 65 || Clusters count: 9 || Log posterior: -259538.81457396556 || Iter Time:0.01010894775390625 || Total time:25.61503553390503 Iteration: 66 || Clusters count: 9 || Log posterior: -259500.48592519626 || Iter Time:0.008931159973144531 || Total time:25.623966693878174 Iteration: 67 || Clusters count: 9 || Log posterior: -259495.13952556974 || Iter Time:0.009132146835327148 || Total time:25.6330988407135 Iteration: 68 || Clusters count: 9 || Log posterior: -259490.88469691348 || Iter Time:0.028809070587158203 || Total time:25.66190791130066 Iteration: 69 || Clusters count: 9 || Log posterior: -259490.9281740332 || Iter Time:0.009079933166503906 || Total time:25.670987844467163 Iteration: 70 || Clusters count: 11 || Log posterior: -258743.12936962352 || Iter Time:0.010706901550292969 || Total time:25.681694746017456 Iteration: 71 || Clusters count: 11 || Log posterior: -258607.38841112924 || Iter Time:0.021001100540161133 || Total time:25.702695846557617 Iteration: 72 || Clusters count: 11 || Log posterior: -258595.1411787844 || Iter Time:0.009269952774047852 || Total time:25.711965799331665 Iteration: 73 || Clusters count: 11 || Log posterior: -258608.30344546415 || Iter Time:0.009369134902954102 || Total time:25.72133493423462 Iteration: 74 || Clusters count: 11 || Log posterior: -258612.17262604416 || Iter Time:0.009378910064697266 || Total time:25.730713844299316 Iteration: 75 || Clusters count: 11 || Log posterior: -258589.1878783087 || Iter Time:0.00943303108215332 || Total time:25.74014687538147 Iteration: 76 || Clusters count: 11 || Log posterior: -258595.1136093226 || Iter Time:0.009268999099731445 || Total time:25.7494158744812 Iteration: 77 || Clusters count: 11 || Log posterior: -258601.1898610309 || Iter Time:0.009191036224365234 || Total time:25.758606910705566 Iteration: 78 || Clusters count: 11 || Log posterior: -258608.00139264323 || Iter Time:0.009936094284057617 || Total time:25.768543004989624 Iteration: 79 || Clusters count: 11 || Log posterior: -258599.7138338818 || Iter Time:0.02286696434020996 || Total time:25.791409969329834 Iteration: 80 || Clusters count: 11 || Log posterior: -258617.0966311164 || Iter Time:0.010538816452026367 || Total time:25.80194878578186 Iteration: 81 || Clusters count: 11 || Log posterior: -258602.71735467386 || Iter Time:0.010940074920654297 || Total time:25.812888860702515 Iteration: 82 || Clusters count: 11 || Log posterior: -258590.0677647345 || Iter Time:0.011300086975097656 || Total time:25.824188947677612 Iteration: 83 || Clusters count: 11 || Log posterior: -258558.37973160206 || Iter Time:0.010535955429077148 || Total time:25.83472490310669 Loading and distributing data: 0.000966 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 15 || Log posterior: -257128.41850153264 || Iter Time:0.014013051986694336 || Total time:25.848737955093384 Iteration: 85 || Clusters count: 16 || Log posterior: -256575.96495793172 || Iter Time:0.01288604736328125 || Total time:25.861624002456665 Iteration: 86 || Clusters count: 16 || Log posterior: -256499.10500569092 || Iter Time:0.012725114822387695 || Total time:25.874349117279053 Iteration: 87 || Clusters count: 16 || Log posterior: -256499.47893766605 || Iter Time:0.01701188087463379 || Total time:25.891360998153687 Iteration: 88 || Clusters count: 16 || Log posterior: -256477.7633046915 || Iter Time:0.012250900268554688 || Total time:25.90361189842224 Iteration: 89 || Clusters count: 16 || Log posterior: -256470.928527724 || Iter Time:0.011940956115722656 || Total time:25.915552854537964 Iteration: 90 || Clusters count: 16 || Log posterior: -256457.12661420085 || Iter Time:0.01205301284790039 || Total time:25.927605867385864 Iteration: 91 || Clusters count: 16 || Log posterior: -256374.54136445862 || Iter Time:0.012540102005004883 || Total time:25.94014596939087 Iteration: 92 || Clusters count: 16 || Log posterior: -256377.6577884819 || Iter Time:0.016015052795410156 || Total time:25.95616102218628 Iteration: 93 || Clusters count: 16 || Log posterior: -256374.4258103479 || Iter Time:0.025816917419433594 || Total time:25.981977939605713 Iteration: 94 || Clusters count: 16 || Log posterior: -256386.96756481944 || Iter Time:0.014095067977905273 || Total time:25.996073007583618 Iteration: 95 || Clusters count: 16 || Log posterior: -256391.532265027 || Iter Time:0.012241840362548828 || Total time:26.008314847946167 Iteration: 96 || Clusters count: 16 || Log posterior: -256372.0796431701 || Iter Time:0.012102127075195312 || Total time:26.020416975021362 Iteration: 97 || Clusters count: 16 || Log posterior: -256375.89177241575 || Iter Time:0.02936697006225586 || Total time:26.049783945083618 Iteration: 98 || Clusters count: 16 || Log posterior: -256372.6516672361 || Iter Time:0.012019872665405273 || Total time:26.061803817749023 Iteration: 99 || Clusters count: 16 || Log posterior: -256383.83792837197 || Iter Time:0.015256881713867188 || Total time:26.07706069946289 Iteration: 100 || Clusters count: 16 || Log posterior: -256374.16280083047 || Iter Time:0.0211639404296875 || Total time:26.098224639892578 Iteration: 101 || Clusters count: 16 || Log posterior: -256374.2657487898 || Iter Time:0.018893957138061523 || Total time:26.11711859703064 Iteration: 102 || Clusters count: 16 || Log posterior: -256387.23246587577 || Iter Time:0.01902604103088379 || Total time:26.136144638061523 Iteration: 103 || Clusters count: 16 || Log posterior: -256387.3979855494 || Iter Time:0.019430160522460938 || Total time:26.155574798583984 Iteration: 104 || Clusters count: 16 || Log posterior: -256364.8354479583 || Iter Time:0.02111196517944336 || Total time:26.176686763763428 Loading and distributing data: 0.001140 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 20 || Log posterior: -254627.3967160824 || Iter Time:0.019208192825317383 || Total time:26.195894956588745 Iteration: 106 || Clusters count: 20 || Log posterior: -254439.99947755534 || Iter Time:0.021296977996826172 || Total time:26.21719193458557 Iteration: 107 || Clusters count: 20 || Log posterior: -254428.52885076564 || Iter Time:0.01800084114074707 || Total time:26.23519277572632 Iteration: 108 || Clusters count: 20 || Log posterior: -254417.0326862707 || Iter Time:0.017709016799926758 || Total time:26.252901792526245 Iteration: 109 || Clusters count: 20 || Log posterior: -254418.50599540965 || Iter Time:0.021425962448120117 || Total 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time:26.574787378311157 Iteration: 124 || Clusters count: 20 || Log posterior: -254418.71839251998 || Iter Time:0.026253938674926758 || Total time:26.601041316986084 Iteration: 125 || Clusters count: 20 || Log posterior: -254416.08054966916 || Iter Time:0.028283119201660156 || Total time:26.629324436187744 Loading and distributing data: 0.001365 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -254394.59932502 || Iter Time:0.03107619285583496 || Total time:26.66040062904358 Iteration: 127 || Clusters count: 20 || Log posterior: -254370.46008185277 || Iter Time:0.029539108276367188 || Total time:26.689939737319946 Iteration: 128 || Clusters count: 20 || Log posterior: -254364.99251599138 || Iter Time:0.026855945587158203 || Total time:26.716795682907104 Iteration: 129 || Clusters count: 20 || Log posterior: -254353.871113244 || Iter Time:0.02735590934753418 || Total time:26.74415159225464 Iteration: 130 || Clusters count: 20 || Log posterior: -254354.96945069486 || Iter Time:0.030253171920776367 || Total time:26.774404764175415 Iteration: 131 || Clusters count: 20 || Log posterior: -254358.37765860767 || Iter Time:0.026808977127075195 || Total time:26.80121374130249 Iteration: 132 || Clusters count: 20 || Log posterior: -254363.7003444701 || Iter Time:0.030359983444213867 || Total time:26.831573724746704 Iteration: 133 || Clusters count: 20 || Log posterior: -254367.00326638986 || Iter Time:0.02550506591796875 || Total time:26.857078790664673 Iteration: 134 || Clusters count: 20 || Log posterior: -254353.7212922779 || Iter Time:0.029679059982299805 || Total time:26.886757850646973 Iteration: 135 || Clusters count: 20 || Log posterior: -254354.6297722963 || Iter Time:0.02465200424194336 || Total time:26.911409854888916 Iteration: 136 || Clusters count: 20 || Log posterior: -254353.41279760402 || Iter Time:0.025537967681884766 || Total time:26.9369478225708 Iteration: 137 || Clusters count: 20 || Log posterior: -254358.45672032947 || Iter Time:0.029559850692749023 || Total time:26.96650767326355 Iteration: 138 || Clusters count: 20 || Log posterior: -254355.89945217618 || Iter Time:0.02457594871520996 || Total time:26.99108362197876 Iteration: 139 || Clusters count: 20 || Log posterior: -254357.32510965463 || Iter Time:0.029820919036865234 || Total time:27.020904541015625 Iteration: 140 || Clusters count: 20 || Log posterior: -254355.02725193245 || Iter Time:0.02559494972229004 || Total time:27.046499490737915 Iteration: 141 || Clusters count: 20 || Log posterior: -254351.5473546034 || Iter Time:0.028285980224609375 || Total time:27.074785470962524 Iteration: 142 || Clusters count: 20 || Log posterior: -254358.26881414483 || Iter Time:0.024857044219970703 || Total time:27.099642515182495 Iteration: 143 || Clusters count: 20 || Log posterior: -254358.8385679954 || Iter Time:0.03010392189025879 || Total time:27.129746437072754 Iteration: 144 || Clusters count: 20 || Log posterior: -254356.0255266049 || Iter Time:0.025990962982177734 || Total time:27.15573740005493 Iteration: 145 || Clusters count: 20 || Log posterior: -254355.5825965025 || Iter Time:0.025876998901367188 || Total time:27.1816143989563 Iteration: 146 || Clusters count: 20 || Log posterior: -254351.8161423324 || Iter Time:0.027908802032470703 || Total time:27.20952320098877 Loading and distributing data: 0.000947 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -254345.95692050405 || Iter Time:0.0242459774017334 || Total time:27.233769178390503 Iteration: 148 || Clusters count: 20 || Log posterior: -254322.36240756128 || Iter Time:0.02793288230895996 || Total time:27.261702060699463 Iteration: 149 || Clusters count: 20 || Log posterior: -254314.5173353231 || Iter Time:0.02492213249206543 || Total time:27.28662419319153 Iteration: 150 || Clusters count: 20 || Log posterior: -254309.41232730157 || Iter Time:0.027675867080688477 || Total 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time:27.670860767364502 Iteration: 165 || Clusters count: 20 || Log posterior: -254306.76183635803 || Iter Time:0.024979114532470703 || Total time:27.695839881896973 Iteration: 166 || Clusters count: 20 || Log posterior: -254307.2827619916 || Iter Time:0.028449058532714844 || Total time:27.724288940429688 Iteration: 167 || Clusters count: 20 || Log posterior: -254305.0304917934 || Iter Time:0.02335500717163086 || Total time:27.74764394760132 Loading and distributing data: 0.000979 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -254881.02659260563 || Iter Time:0.025562047958374023 || Total time:27.773205995559692 Iteration: 169 || Clusters count: 20 || Log posterior: -254868.16966978292 || Iter Time:0.02992987632751465 || Total time:27.803135871887207 Iteration: 170 || Clusters count: 20 || Log posterior: -254862.88413105678 || Iter Time:0.024409055709838867 || Total time:27.827544927597046 Iteration: 171 || Clusters count: 20 || Log posterior: -254865.78021498484 || Iter Time:0.029128074645996094 || Total time:27.856673002243042 Iteration: 172 || Clusters count: 20 || Log posterior: -254866.8973216274 || Iter Time:0.02634882926940918 || Total time:27.88302183151245 Iteration: 173 || Clusters count: 20 || Log posterior: -254866.42901311195 || Iter Time:0.029453039169311523 || Total time:27.912474870681763 Iteration: 174 || Clusters count: 20 || Log posterior: -254867.5632740605 || Iter Time:0.025140047073364258 || Total time:27.937614917755127 Iteration: 175 || Clusters count: 20 || Log posterior: -254867.5632740605 || Iter Time:0.0249178409576416 || Total time:27.96253275871277 Iteration: 176 || Clusters count: 20 || Log posterior: -254866.26374083012 || Iter Time:0.026051044464111328 || Total time:27.98858380317688 Iteration: 177 || Clusters count: 20 || Log posterior: -254863.13143423424 || Iter Time:0.02608489990234375 || Total time:28.014668703079224 Iteration: 178 || Clusters count: 20 || Log posterior: -254863.66950974235 || Iter Time:0.029910802841186523 || Total time:28.04457950592041 Iteration: 179 || Clusters count: 20 || Log posterior: -254864.82638951484 || Iter Time:0.025761842727661133 || Total time:28.07034134864807 Iteration: 180 || Clusters count: 20 || Log posterior: -254864.33533833467 || Iter Time:0.02876901626586914 || Total time:28.09911036491394 Iteration: 181 || Clusters count: 20 || Log posterior: -254864.29641975163 || Iter Time:0.02981114387512207 || Total time:28.128921508789062 Iteration: 182 || Clusters count: 20 || Log posterior: -254864.29641975163 || Iter Time:0.0287930965423584 || Total time:28.15771460533142 Iteration: 183 || Clusters count: 20 || Log posterior: -254876.63483149945 || Iter Time:0.02604508399963379 || Total time:28.183759689331055 Iteration: 184 || Clusters count: 20 || Log posterior: -254867.70719621543 || Iter Time:0.0251309871673584 || Total time:28.208890676498413 Iteration: 185 || Clusters count: 20 || Log posterior: -254864.83791107664 || Iter Time:0.029016971588134766 || Total time:28.237907648086548 Iteration: 186 || Clusters count: 20 || Log posterior: -254863.96182936616 || Iter Time:0.024502992630004883 || Total time:28.262410640716553 Iteration: 187 || Clusters count: 20 || Log posterior: -254882.39795841693 || Iter Time:0.02840900421142578 || Total time:28.29081964492798 Iteration: 188 || Clusters count: 20 || Log posterior: -254861.78704400832 || Iter Time:0.022895097732543945 || Total time:28.313714742660522 Loading and distributing data: 0.000964 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254332.33251726197 || Iter Time:0.027659893035888672 || Total time:28.34137463569641 Iteration: 190 || Clusters count: 20 || Log posterior: -254326.8906599943 || Iter Time:0.022297143936157227 || Total time:28.36367177963257 Iteration: 191 || Clusters count: 20 || Log posterior: -254324.3772262918 || Iter Time:0.026257991790771484 || Total time:28.38992977142334 Iteration: 192 || Clusters count: 20 || Log posterior: -254239.20708391286 || Iter Time:0.022773027420043945 || Total time:28.412702798843384 Iteration: 193 || Clusters count: 20 || Log posterior: -254235.0259986624 || Iter Time:0.021870136260986328 || Total time:28.43457293510437 Iteration: 194 || Clusters count: 20 || Log posterior: -254206.79042802882 || Iter Time:0.025198936462402344 || Total time:28.459771871566772 Iteration: 195 || Clusters count: 20 || Log posterior: -254206.60982038343 || Iter Time:0.021561861038208008 || Total time:28.48133373260498 Iteration: 196 || Clusters count: 20 || Log posterior: -254206.8281645885 || Iter Time:0.024183034896850586 || Total time:28.50551676750183 Iteration: 197 || Clusters count: 20 || Log posterior: -254203.75276615677 || Iter Time:0.02062511444091797 || Total time:28.52614188194275 Iteration: 198 || Clusters count: 20 || Log posterior: -254203.75276615677 || Iter Time:0.020786046981811523 || Total time:28.54692792892456 Iteration: 199 || Clusters count: 20 || Log posterior: -254203.75276615677 || Iter Time:0.025259971618652344 || Total time:28.572187900543213 Iteration: 200 || Clusters count: 20 || Log posterior: -254208.79085711727 || Iter Time:0.02103900909423828 || Total time:28.59322690963745 Iteration: 201 || Clusters count: 20 || Log posterior: -254209.19462342444 || Iter Time:0.021111011505126953 || Total time:28.614337921142578 Iteration: 202 || Clusters count: 20 || Log posterior: -254206.18225009454 || Iter Time:0.025182008743286133 || Total time:28.639519929885864 Iteration: 203 || Clusters count: 20 || Log posterior: -254203.82810452057 || Iter Time:0.019945859909057617 || Total time:28.659465789794922 Iteration: 204 || Clusters count: 20 || Log posterior: -254206.3886759667 || Iter Time:0.025744915008544922 || Total time:28.685210704803467 Iteration: 205 || Clusters count: 20 || Log posterior: -254206.3886759667 || Iter Time:0.02342081069946289 || Total time:28.70863151550293 Iteration: 206 || Clusters count: 20 || Log posterior: -254208.3996402055 || Iter Time:0.022641897201538086 || Total time:28.731273412704468 Iteration: 207 || Clusters count: 20 || Log posterior: -254211.4267669272 || Iter Time:0.027450084686279297 || Total time:28.758723497390747 Iteration: 208 || Clusters count: 20 || Log posterior: -254203.82810452057 || Iter Time:0.024566173553466797 || Total time:28.783289670944214 Iteration: 209 || Clusters count: 20 || Log posterior: -254203.82810452057 || Iter Time:0.02585601806640625 || Total time:28.80914568901062 NMI: 0.7943271311958638 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m28.2s [91458, 41809, 41571, 17907, 46594, 3840, 17249, 30344, 5056, 12167, 47941, 213, 49602, 143168, 248024, 4216, 80763, 6715, 64891, 46472] Loading and distributing data: 0.000182 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7100.968764804498 || Iter Time:4.801275014877319 || Total time:4.801275014877319 Iteration: 1 || Clusters count: 1 || Log posterior: -7100.968764804498 || Iter Time:0.0022058486938476562 || Total time:4.803480863571167 Iteration: 2 || Clusters count: 1 || Log posterior: -7100.968764804498 || Iter Time:0.0016880035400390625 || Total time:4.805168867111206 Iteration: 3 || Clusters count: 1 || Log posterior: -7100.968764804498 || Iter Time:0.0015408992767333984 || Total time:4.8067097663879395 Iteration: 4 || Clusters count: 1 || Log posterior: -7100.968764804498 || Iter Time:0.0014541149139404297 || Total time:4.80816388130188 Iteration: 5 || Clusters count: 1 || Log posterior: -7100.968764804498 || Iter Time:0.0014109611511230469 || Total time:4.809574842453003 Iteration: 6 || Clusters count: 1 || Log posterior: -7100.968764804498 || Iter Time:0.0013990402221679688 || Total time:4.810973882675171 Iteration: 7 || Clusters count: 1 || Log posterior: -7100.968764804498 || Iter Time:0.0013680458068847656 || Total time:4.812341928482056 Iteration: 8 || Clusters count: 2 || Log posterior: -6277.276882206051 || Iter Time:0.1445910930633545 || Total time:4.95693302154541 Iteration: 9 || Clusters count: 2 || Log posterior: -6275.402232279518 || Iter Time:0.0021898746490478516 || Total time:4.959122896194458 Iteration: 10 || Clusters count: 2 || Log posterior: -6269.227648062329 || Iter Time:0.002042055130004883 || Total time:4.961164951324463 Iteration: 11 || Clusters count: 2 || Log posterior: -6269.227648062329 || Iter Time:0.0018749237060546875 || Total time:4.963039875030518 Iteration: 12 || Clusters count: 2 || Log posterior: -6276.572185103844 || Iter Time:0.0017549991607666016 || Total time:4.964794874191284 Iteration: 13 || Clusters count: 2 || Log posterior: -6269.227648062329 || Iter Time:0.0016911029815673828 || Total time:4.966485977172852 Iteration: 14 || Clusters count: 2 || Log posterior: -6269.227648062329 || Iter Time:0.0017800331115722656 || 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Iteration: 22 || Clusters count: 3 || Log posterior: -6149.649163347984 || Iter Time:0.0025789737701416016 || Total time:4.989166736602783 Iteration: 23 || Clusters count: 3 || Log posterior: -6149.649163347984 || Iter Time:0.002485990524291992 || Total time:4.991652727127075 Iteration: 24 || Clusters count: 3 || Log posterior: -6156.550411255561 || Iter Time:0.0024700164794921875 || Total time:4.994122743606567 Iteration: 25 || Clusters count: 3 || Log posterior: -6149.649163347984 || Iter Time:0.002583026885986328 || Total time:4.996705770492554 Iteration: 26 || Clusters count: 3 || Log posterior: -6149.649163347984 || Iter Time:0.002252817153930664 || Total time:4.998958587646484 Iteration: 27 || Clusters count: 3 || Log posterior: -6149.649163347984 || Iter Time:0.002457141876220703 || Total time:5.001415729522705 Iteration: 28 || Clusters count: 4 || Log posterior: -6154.4683270072655 || Iter Time:0.08503293991088867 || Total time:5.086448669433594 Iteration: 29 || Clusters count: 4 || Log posterior: -6156.220927630754 || Iter Time:0.003261089324951172 || Total time:5.089709758758545 Iteration: 30 || Clusters count: 4 || Log posterior: -6049.453008179025 || Iter Time:1.1551940441131592 || Total time:6.244903802871704 false [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 4, 4, 4] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 4, 4, 4] Loading and distributing data: 0.000218 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 4 || Log posterior: -5890.752411873706 || Iter Time:0.02854609489440918 || Total time:6.273449897766113 Iteration: 32 || Clusters count: 4 || Log posterior: -5856.497037004254 || Iter Time:0.004422903060913086 || Total time:6.277872800827026 Loading and distributing data: 0.000120 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 4 || Log posterior: -5045.427867488888 || Iter Time:0.0031762123107910156 || Total time:6.281049013137817 Iteration: 34 || Clusters count: 4 || Log posterior: -5023.29507585662 || Iter Time:0.00477910041809082 || Total time:6.285828113555908 Loading and distributing data: 0.000129 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 4 || Log posterior: -4826.469667356221 || Iter Time:0.003568887710571289 || Total time:6.2893970012664795 Iteration: 36 || Clusters count: 4 || Log posterior: -4789.5046653832305 || Iter Time:0.005034923553466797 || Total time:6.294431924819946 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 4 || Log posterior: -4777.332719179824 || Iter Time:0.003152132034301758 || Total time:6.297584056854248 Iteration: 38 || Clusters count: 4 || Log posterior: -4732.685691566896 || Iter Time:0.004845142364501953 || Total time:6.30242919921875 Loading and distributing data: 0.000143 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 5 || Log posterior: -4567.287052688809 || Iter Time:0.004216909408569336 || Total time:6.306646108627319 Iteration: 40 || Clusters count: 5 || Log posterior: -4419.2047996424035 || Iter Time:0.005440950393676758 || Total time:6.312087059020996 Loading and distributing data: 0.000105 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 5 || Log posterior: -4361.089514693514 || Iter Time:0.0034530162811279297 || Total time:6.315540075302124 Iteration: 42 || Clusters count: 5 || Log posterior: -4338.938117598351 || Iter Time:0.00545501708984375 || Total time:6.320995092391968 Loading and distributing 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|| Clusters count: 9 || Log posterior: -3662.0023498528135 || Iter Time:0.006487846374511719 || Total time:6.478183031082153 Iteration: 66 || Clusters count: 9 || Log posterior: -3568.7431026375984 || Iter Time:0.008687019348144531 || Total time:6.486870050430298 Loading and distributing data: 0.000110 seconds (128 allocations: 13.180 KiB) Iteration: 67 || Clusters count: 9 || Log posterior: -3537.0956740099937 || Iter Time:0.005529880523681641 || Total time:6.4923999309539795 Iteration: 68 || Clusters count: 9 || Log posterior: -3455.480571160093 || Iter Time:0.009000062942504883 || Total time:6.501399993896484 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 69 || Clusters count: 9 || Log posterior: -3442.853254338746 || Iter Time:0.0064849853515625 || Total time:6.507884979248047 Iteration: 70 || Clusters count: 9 || Log posterior: -3379.2322206850895 || Iter Time:0.009484052658081055 || Total time:6.517369031906128 Loading and distributing 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Iteration: 154 || Clusters count: 15 || Log posterior: -3106.7850333546576 || Iter Time:0.019231796264648438 || Total time:7.676510572433472 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 155 || Clusters count: 15 || Log posterior: -3127.7042508820286 || Iter Time:0.014169931411743164 || Total time:7.690680503845215 Iteration: 156 || Clusters count: 15 || Log posterior: -3089.9911240955057 || Iter Time:0.017628192901611328 || Total time:7.708308696746826 Loading and distributing data: 0.000121 seconds (128 allocations: 13.180 KiB) Iteration: 157 || Clusters count: 15 || Log posterior: -3211.730284284989 || Iter Time:0.013478994369506836 || Total time:7.721787691116333 Iteration: 158 || Clusters count: 15 || Log posterior: -3183.634483427489 || Iter Time:0.01789999008178711 || Total time:7.73968768119812 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 159 || Clusters count: 15 || Log posterior: 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-3143.806563369172 || Iter Time:0.020020008087158203 || Total time:9.039734125137329 Loading and distributing data: 0.000127 seconds (128 allocations: 13.180 KiB) Iteration: 227 || Clusters count: 15 || Log posterior: -3139.977430235357 || Iter Time:0.015394926071166992 || Total time:9.055129051208496 Iteration: 228 || Clusters count: 15 || Log posterior: -3110.422483543106 || Iter Time:0.019757986068725586 || Total time:9.074887037277222 Loading and distributing data: 0.000133 seconds (128 allocations: 13.180 KiB) Iteration: 229 || Clusters count: 15 || Log posterior: -3146.4981429413538 || Iter Time:0.014784097671508789 || Total time:9.08967113494873 Iteration: 230 || Clusters count: 15 || Log posterior: -3123.3618986127367 || Iter Time:0.019788026809692383 || Total time:9.109459161758423 Loading and distributing data: 0.000126 seconds (128 allocations: 13.180 KiB) Iteration: 231 || Clusters count: 15 || Log posterior: -3181.336640898819 || Iter Time:0.014525890350341797 || Total 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Iteration: 541 || Clusters count: 13 || Log posterior: -3087.358941673392 || Iter Time:0.012619972229003906 || Total time:14.386276721954346 Iteration: 542 || Clusters count: 13 || Log posterior: -3068.117172304759 || Iter Time:0.015675067901611328 || Total time:14.401951789855957 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 543 || Clusters count: 13 || Log posterior: -3092.824232028812 || Iter Time:0.012262105941772461 || Total time:14.41421389579773 Iteration: 544 || Clusters count: 13 || Log posterior: -3075.0718051007566 || Iter Time:0.016102075576782227 || Total time:14.430315971374512 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 545 || Clusters count: 13 || Log posterior: -3154.9737382123244 || Iter Time:0.011323928833007812 || Total time:14.44163990020752 Iteration: 546 || Clusters count: 13 || Log posterior: -3103.3210118127613 || Iter Time:0.016610145568847656 || Total 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Iteration: 563 || Clusters count: 13 || Log posterior: -3109.7733669925146 || Iter Time:0.013025999069213867 || Total time:14.716263055801392 Iteration: 564 || Clusters count: 13 || Log posterior: -3085.3826341667723 || Iter Time:0.01667308807373047 || Total time:14.732936143875122 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 565 || Clusters count: 13 || Log posterior: -3135.6304581192303 || Iter Time:0.012414932250976562 || Total time:14.745351076126099 Iteration: 566 || Clusters count: 13 || Log posterior: -3111.4824875136546 || Iter Time:0.017428874969482422 || Total time:14.762779951095581 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 567 || Clusters count: 13 || Log posterior: -3082.6960191731196 || Iter Time:0.012838125228881836 || Total time:14.775618076324463 Iteration: 568 || Clusters count: 13 || Log posterior: -3067.9621369731176 || Iter Time:0.016263961791992188 || Total 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Iteration: 585 || Clusters count: 13 || Log posterior: -3077.675462263684 || Iter Time:0.012341976165771484 || Total time:15.053767919540405 Iteration: 586 || Clusters count: 13 || Log posterior: -3057.3251190237665 || Iter Time:0.017021894454956055 || Total time:15.070789813995361 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 587 || Clusters count: 13 || Log posterior: -3046.17131193247 || Iter Time:0.012874126434326172 || Total time:15.083663940429688 Iteration: 588 || Clusters count: 13 || Log posterior: -3019.339255050048 || Iter Time:0.016362905502319336 || Total time:15.100026845932007 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 589 || Clusters count: 14 || Log posterior: -3045.7301964856474 || Iter Time:0.012330055236816406 || Total time:15.112356901168823 Iteration: 590 || Clusters count: 13 || Log posterior: -3026.8544156920084 || Iter Time:0.01647806167602539 || Total 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Iteration: 607 || Clusters count: 13 || Log posterior: -3039.7942751999417 || Iter Time:0.009666919708251953 || Total time:15.36785078048706 Iteration: 608 || Clusters count: 13 || Log posterior: -3027.0699325662818 || Iter Time:0.014470100402832031 || Total time:15.382320880889893 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 609 || Clusters count: 13 || Log posterior: -3102.395780181283 || Iter Time:0.012011051177978516 || Total time:15.394331932067871 Iteration: 610 || Clusters count: 13 || Log posterior: -3084.826590428231 || Iter Time:0.016277074813842773 || Total time:15.410609006881714 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 611 || Clusters count: 14 || Log posterior: -3066.2286124565103 || Iter Time:0.012165069580078125 || Total time:15.422774076461792 Iteration: 612 || Clusters count: 13 || Log posterior: -3048.4432101746465 || Iter Time:0.01583099365234375 || Total 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Iteration: 723 || Clusters count: 14 || Log posterior: -3147.9603520832798 || Iter Time:0.015034914016723633 || Total time:17.158978939056396 Iteration: 724 || Clusters count: 14 || Log posterior: -3111.134984435901 || Iter Time:0.017371177673339844 || Total time:17.176350116729736 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 725 || Clusters count: 14 || Log posterior: -3040.3633947303038 || Iter Time:0.01238107681274414 || Total time:17.18873119354248 Iteration: 726 || Clusters count: 14 || Log posterior: -3031.774717846964 || Iter Time:0.017542123794555664 || Total time:17.206273317337036 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 727 || Clusters count: 14 || Log posterior: -3053.206146909739 || Iter Time:0.012989997863769531 || Total time:17.219263315200806 Iteration: 728 || Clusters count: 14 || Log posterior: -3024.329577168723 || Iter Time:0.01909804344177246 || Total time:17.238361358642578 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Iteration: 867 || Clusters count: 14 || Log posterior: -3090.2586099091004 || Iter Time:0.013493061065673828 || Total time:19.543014764785767 Iteration: 868 || Clusters count: 14 || Log posterior: -3077.220984463549 || Iter Time:0.0171968936920166 || Total time:19.560211658477783 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 869 || Clusters count: 14 || Log posterior: -3029.25737347816 || Iter Time:0.01281881332397461 || Total time:19.573030471801758 Iteration: 870 || Clusters count: 14 || Log posterior: -3015.194267462254 || Iter Time:0.01708197593688965 || Total time:19.590112447738647 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 871 || Clusters count: 14 || Log posterior: -3059.0844814663437 || Iter Time:0.012625932693481445 || Total time:19.60273838043213 Iteration: 872 || Clusters count: 14 || Log posterior: -3042.799043889981 || Iter Time:0.01792120933532715 || Total time:19.620659589767456 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Iteration: 939 || Clusters count: 14 || Log posterior: -3039.1186619396176 || Iter Time:0.01390981674194336 || Total time:20.730071783065796 Iteration: 940 || Clusters count: 14 || Log posterior: -3019.5205230537586 || Iter Time:0.01872086524963379 || Total time:20.74879264831543 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 941 || Clusters count: 14 || Log posterior: -3069.1926101168133 || Iter Time:0.014332056045532227 || Total time:20.763124704360962 Iteration: 942 || Clusters count: 14 || Log posterior: -3051.968345193993 || Iter Time:0.017693042755126953 || Total time:20.78081774711609 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 943 || Clusters count: 14 || Log posterior: -3073.1514109328773 || Iter Time:0.013000011444091797 || Total time:20.79381775856018 Iteration: 944 || Clusters count: 14 || Log posterior: -3043.0910379340294 || Iter Time:0.035590171813964844 || Total 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Iteration: 961 || Clusters count: 14 || Log posterior: -3025.1090563162015 || Iter Time:0.013570070266723633 || Total time:21.088446140289307 Iteration: 962 || Clusters count: 14 || Log posterior: -3015.1543318849126 || Iter Time:0.01921701431274414 || Total time:21.10766315460205 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 963 || Clusters count: 14 || Log posterior: -3037.072733503721 || Iter Time:0.014113187789916992 || Total time:21.121776342391968 Iteration: 964 || Clusters count: 14 || Log posterior: -3021.288016653713 || Iter Time:0.01854705810546875 || Total time:21.140323400497437 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 965 || Clusters count: 14 || Log posterior: -3081.503874660532 || Iter Time:0.013946056365966797 || Total time:21.154269456863403 Iteration: 966 || Clusters count: 14 || Log posterior: -3041.473086315715 || Iter Time:0.01851201057434082 || Total time:21.172781467437744 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-3039.9052405368975 || Iter Time:0.019388914108276367 || Total time:26.03648853302002 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1259 || Clusters count: 14 || Log posterior: -3047.4665426486094 || Iter Time:0.014409065246582031 || Total time:26.0508975982666 Iteration: 1260 || Clusters count: 14 || Log posterior: -3035.689368367926 || Iter Time:0.018431901931762695 || Total time:26.069329500198364 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1261 || Clusters count: 14 || Log posterior: -3101.4226188030816 || Iter Time:0.013614177703857422 || Total time:26.08294367790222 Iteration: 1262 || Clusters count: 14 || Log posterior: -3069.441278959982 || Iter Time:0.0184171199798584 || Total time:26.10136079788208 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1263 || Clusters count: 14 || Log posterior: -3114.98891865052 || Iter Time:0.014677047729492188 || Total 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-3079.9502667892916 || Iter Time:0.01786494255065918 || Total time:26.79385757446289 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1303 || Clusters count: 14 || Log posterior: -3056.9604791343518 || Iter Time:0.013221979141235352 || Total time:26.807079553604126 Iteration: 1304 || Clusters count: 14 || Log posterior: -3046.933816253403 || Iter Time:0.01714301109313965 || Total time:26.824222564697266 Loading and distributing data: 0.000132 seconds (134 allocations: 13.352 KiB) Iteration: 1305 || Clusters count: 14 || Log posterior: -3036.9364578064096 || Iter Time:0.01346898078918457 || Total time:26.83769154548645 Iteration: 1306 || Clusters count: 14 || Log posterior: -3001.5752790490833 || Iter Time:0.0176389217376709 || Total time:26.85533046722412 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1307 || Clusters count: 14 || Log posterior: -3049.863755399375 || Iter Time:0.013779878616333008 || 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-3051.906158450135 || Iter Time:0.017869949340820312 || Total time:27.151857376098633 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1325 || Clusters count: 14 || Log posterior: -3075.7939685710417 || Iter Time:0.014052867889404297 || Total time:27.165910243988037 Iteration: 1326 || Clusters count: 14 || Log posterior: -3056.75586270246 || Iter Time:0.017676115036010742 || Total time:27.183586359024048 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1327 || Clusters count: 14 || Log posterior: -3033.130925643756 || Iter Time:0.01264810562133789 || Total time:27.196234464645386 Iteration: 1328 || Clusters count: 14 || Log posterior: -3029.5867466558666 || Iter Time:0.018002986907958984 || Total time:27.214237451553345 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1329 || Clusters count: 14 || Log posterior: -3076.2212060887055 || Iter Time:0.01302194595336914 || 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count: 14 || Log posterior: -3087.721370361477 || Iter Time:0.014235973358154297 || Total time:27.324429273605347 Iteration: 1336 || Clusters count: 14 || Log posterior: -3070.0623953138456 || Iter Time:0.01816701889038086 || Total time:27.342596292495728 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1337 || Clusters count: 14 || Log posterior: -3080.89967990145 || Iter Time:0.013725996017456055 || Total time:27.356322288513184 Iteration: 1338 || Clusters count: 14 || Log posterior: -3067.06645645304 || Iter Time:0.017772197723388672 || Total time:27.374094486236572 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1339 || Clusters count: 14 || Log posterior: -3035.54734940074 || Iter Time:0.013206958770751953 || Total time:27.387301445007324 Iteration: 1340 || Clusters count: 14 || Log posterior: -3013.554624663937 || Iter Time:0.01842498779296875 || Total time:27.405726432800293 Loading and distributing 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Iteration: 1561 || Clusters count: 15 || Log posterior: -3093.728632771065 || Iter Time:0.01314997673034668 || Total time:31.196819305419922 Iteration: 1562 || Clusters count: 15 || Log posterior: -3076.6237036548996 || Iter Time:0.01722884178161621 || Total time:31.214048147201538 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1563 || Clusters count: 15 || Log posterior: -3089.8271177369043 || Iter Time:0.013332843780517578 || Total time:31.227380990982056 Iteration: 1564 || Clusters count: 15 || Log posterior: -3067.844910284908 || Iter Time:0.018321990966796875 || Total time:31.245702981948853 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1565 || Clusters count: 14 || Log posterior: -3089.4631412193376 || Iter Time:0.012788057327270508 || Total time:31.258491039276123 Iteration: 1566 || Clusters count: 14 || Log posterior: -3083.9576829434764 || Iter Time:0.01755213737487793 || Total 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Iteration: 1583 || Clusters count: 14 || Log posterior: -3084.37429580897 || Iter Time:0.014325857162475586 || Total time:31.5792293548584 Iteration: 1584 || Clusters count: 14 || Log posterior: -3072.4674711446614 || Iter Time:0.018718957901000977 || Total time:31.5979483127594 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1585 || Clusters count: 14 || Log posterior: -3088.8803473355238 || Iter Time:0.015281915664672852 || Total time:31.613230228424072 Iteration: 1586 || Clusters count: 14 || Log posterior: -3083.5209860911036 || Iter Time:0.018954992294311523 || Total time:31.632185220718384 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1587 || Clusters count: 14 || Log posterior: -3104.9856320230665 || Iter Time:0.015058040618896484 || Total time:31.64724326133728 Iteration: 1588 || Clusters count: 14 || Log posterior: -3076.697848999581 || Iter Time:0.017640113830566406 || Total 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Iteration: 1627 || Clusters count: 14 || Log posterior: -3071.2330396693005 || Iter Time:0.013714075088500977 || Total time:32.30096387863159 Iteration: 1628 || Clusters count: 14 || Log posterior: -3036.786064836423 || Iter Time:0.017689228057861328 || Total time:32.31865310668945 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1629 || Clusters count: 14 || Log posterior: -3078.3183812666402 || Iter Time:0.01420903205871582 || Total time:32.33286213874817 Iteration: 1630 || Clusters count: 14 || Log posterior: -3066.4219994199534 || Iter Time:0.016700029373168945 || Total time:32.34956216812134 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1631 || Clusters count: 14 || Log posterior: -3091.3097651670882 || Iter Time:0.012343883514404297 || Total time:32.36190605163574 Iteration: 1632 || Clusters count: 14 || Log posterior: -3069.2077385439657 || Iter Time:0.017129898071289062 || Total 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Iteration: 1649 || Clusters count: 14 || Log posterior: -3094.0426995376424 || Iter Time:0.01415109634399414 || Total time:32.67902374267578 Iteration: 1650 || Clusters count: 14 || Log posterior: -3072.2643008517257 || Iter Time:0.01904892921447754 || Total time:32.69807267189026 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1651 || Clusters count: 14 || Log posterior: -3048.207348013671 || Iter Time:0.015709877014160156 || Total time:32.71378254890442 Iteration: 1652 || Clusters count: 14 || Log posterior: -3035.3246101206137 || Iter Time:0.018558025360107422 || Total time:32.732340574264526 Loading and distributing data: 0.000180 seconds (129 allocations: 13.195 KiB) Iteration: 1653 || Clusters count: 14 || Log posterior: -3025.460548949894 || Iter Time:0.014683008193969727 || Total time:32.747023582458496 Iteration: 1654 || Clusters count: 14 || Log posterior: -3010.166804606954 || Iter Time:0.0193328857421875 || Total 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Iteration: 1671 || Clusters count: 14 || Log posterior: -3065.084593645824 || Iter Time:0.01430511474609375 || Total time:33.04471182823181 Iteration: 1672 || Clusters count: 14 || Log posterior: -3048.2213736955314 || Iter Time:0.018767833709716797 || Total time:33.06347966194153 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1673 || Clusters count: 14 || Log posterior: -3031.601109723842 || Iter Time:0.0132598876953125 || Total time:33.07673954963684 Iteration: 1674 || Clusters count: 14 || Log posterior: -3010.178701436848 || Iter Time:0.01736283302307129 || Total time:33.09410238265991 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1675 || Clusters count: 14 || Log posterior: -3057.4695823626294 || Iter Time:0.01370692253112793 || Total time:33.10780930519104 Iteration: 1676 || Clusters count: 14 || Log posterior: -3037.666926365587 || Iter Time:0.01752305030822754 || Total time:33.12533235549927 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Iteration: 1743 || Clusters count: 14 || Log posterior: -3010.2001641303323 || Iter Time:0.015121936798095703 || Total time:34.27697706222534 Iteration: 1744 || Clusters count: 14 || Log posterior: -3000.3399872851205 || Iter Time:0.01840496063232422 || Total time:34.295382022857666 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1745 || Clusters count: 14 || Log posterior: -3064.520856603745 || Iter Time:0.013960838317871094 || Total time:34.30934286117554 Iteration: 1746 || Clusters count: 14 || Log posterior: -3034.9064114415223 || Iter Time:0.018117904663085938 || Total time:34.32746076583862 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1747 || Clusters count: 14 || Log posterior: -3086.4432579973886 || Iter Time:0.014217853546142578 || Total time:34.341678619384766 Iteration: 1748 || Clusters count: 14 || Log posterior: -3066.9450623864464 || Iter Time:0.017982959747314453 || Total 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Iteration: 1809 || Clusters count: 14 || Log posterior: -3068.6766934497846 || Iter Time:0.015925168991088867 || Total time:35.37230348587036 Iteration: 1810 || Clusters count: 14 || Log posterior: -3044.5487105932007 || Iter Time:0.018409013748168945 || Total time:35.39071249961853 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1811 || Clusters count: 14 || Log posterior: -3130.6991861585384 || Iter Time:0.014735937118530273 || Total time:35.40544843673706 Iteration: 1812 || Clusters count: 14 || Log posterior: -3110.2419720259736 || Iter Time:0.02005791664123535 || Total time:35.425506353378296 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1813 || Clusters count: 14 || Log posterior: -3086.431264298107 || Iter Time:0.013936996459960938 || Total time:35.43944334983826 Iteration: 1814 || Clusters count: 14 || Log posterior: -3070.108357505836 || Iter Time:0.01875901222229004 || Total 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Iteration: 1831 || Clusters count: 14 || Log posterior: -3065.878728623387 || Iter Time:0.01910400390625 || Total time:35.81677007675171 Iteration: 1832 || Clusters count: 14 || Log posterior: -3059.2441390966483 || Iter Time:0.02078413963317871 || Total time:35.83755421638489 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1833 || Clusters count: 14 || Log posterior: -3104.4687400580337 || Iter Time:0.01758599281311035 || Total time:35.855140209198 Iteration: 1834 || Clusters count: 14 || Log posterior: -3090.2438602259012 || Iter Time:0.022491931915283203 || Total time:35.87763214111328 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1835 || Clusters count: 15 || Log posterior: -3092.404322055226 || Iter Time:0.016097068786621094 || Total time:35.8937292098999 Iteration: 1836 || Clusters count: 14 || Log posterior: -3071.4315123531587 || Iter Time:0.02125716209411621 || Total time:35.91498637199402 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1837 || Clusters count: 14 || Log posterior: -3064.5019249113357 || Iter Time:0.014420032501220703 || Total time:35.92940640449524 Iteration: 1838 || Clusters count: 14 || Log posterior: -3043.604552771426 || Iter Time:0.019099950790405273 || Total time:35.948506355285645 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 14 || Log posterior: -3090.0073558244108 || Iter Time:0.013376951217651367 || Total time:35.961883306503296 Iteration: 1840 || Clusters count: 14 || Log posterior: -3053.1642521244157 || Iter Time:0.018400907516479492 || Total time:35.980284214019775 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 14 || Log posterior: -3073.274535993841 || Iter Time:0.013830184936523438 || Total time:35.9941143989563 Iteration: 1842 || Clusters count: 14 || Log posterior: -3052.1833266178896 || Iter Time:0.018470048904418945 || Total time:36.01258444786072 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 14 || Log posterior: -3075.1282348071913 || Iter Time:0.015252113342285156 || Total time:36.027836561203 Iteration: 1844 || Clusters count: 14 || Log posterior: -3055.9037165038253 || Iter Time:0.01778888702392578 || Total time:36.04562544822693 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 14 || Log posterior: -3056.5923337403333 || Iter Time:0.014290094375610352 || Total time:36.05991554260254 Iteration: 1846 || Clusters count: 14 || Log posterior: -3050.5359991842106 || Iter Time:0.020520925521850586 || Total time:36.08043646812439 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 14 || Log posterior: -3065.4255398023606 || Iter Time:0.014921903610229492 || Total time:36.09535837173462 Iteration: 1848 || Clusters count: 14 || Log posterior: -3044.2395345825407 || Iter Time:0.017688989639282227 || Total time:36.1130473613739 Loading and distributing data: 0.000159 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 14 || Log posterior: -3057.15149160788 || Iter Time:0.014069080352783203 || Total time:36.127116441726685 Iteration: 1850 || Clusters count: 14 || Log posterior: -3036.9769457466473 || Iter Time:0.019968032836914062 || Total time:36.1470844745636 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 14 || Log posterior: -3032.6058468517563 || Iter Time:0.013511180877685547 || Total time:36.160595655441284 Iteration: 1852 || Clusters count: 14 || Log posterior: -3014.28672791019 || Iter Time:0.018277883529663086 || Total time:36.17887353897095 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 14 || Log posterior: -3076.1656220172285 || Iter Time:0.016710996627807617 || Total time:36.195584535598755 Iteration: 1854 || Clusters count: 14 || Log posterior: -3066.8288662452446 || Iter Time:0.019916057586669922 || Total time:36.215500593185425 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 14 || Log posterior: -3108.794386576424 || Iter Time:0.01592397689819336 || Total time:36.23142457008362 Iteration: 1856 || Clusters count: 14 || Log posterior: -3079.230784744447 || Iter Time:0.021926164627075195 || Total time:36.25335073471069 Loading and distributing data: 0.000170 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 14 || Log posterior: -3076.1499884257355 || Iter Time:0.015982866287231445 || Total time:36.269333600997925 Iteration: 1858 || Clusters count: 14 || Log posterior: -3068.526780966149 || Iter Time:0.01734614372253418 || Total time:36.28667974472046 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 14 || Log posterior: -3086.1675914324815 || Iter Time:0.03628206253051758 || Total time:36.32296180725098 Iteration: 1860 || Clusters count: 14 || Log posterior: -3064.5657529065065 || Iter Time:0.018896102905273438 || Total time:36.34185791015625 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 14 || Log posterior: -3045.693056528041 || Iter Time:0.01277613639831543 || Total time:36.354634046554565 Iteration: 1862 || Clusters count: 14 || Log posterior: -3030.4747971846996 || Iter Time:0.016809940338134766 || Total time:36.3714439868927 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 14 || Log posterior: -3032.606163456574 || Iter Time:0.013609170913696289 || Total time:36.3850531578064 Iteration: 1864 || Clusters count: 14 || Log posterior: -3021.9282331874815 || Iter Time:0.018945932388305664 || Total time:36.4039990901947 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 14 || Log posterior: -3042.9117919221094 || Iter Time:0.013978958129882812 || Total time:36.417978048324585 Iteration: 1866 || Clusters count: 14 || Log posterior: -3031.6484919839945 || Iter Time:0.01771402359008789 || Total time:36.43569207191467 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 14 || Log posterior: -3079.2702752980304 || Iter Time:0.013834953308105469 || Total time:36.44952702522278 Iteration: 1868 || Clusters count: 14 || Log posterior: -3054.0497456564253 || Iter Time:0.018693923950195312 || Total time:36.468220949172974 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 14 || Log posterior: -3048.096985441282 || Iter Time:0.014495134353637695 || Total time:36.48271608352661 Iteration: 1870 || Clusters count: 14 || Log posterior: -3040.8811737373176 || Iter Time:0.018226146697998047 || Total time:36.50094223022461 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 14 || Log posterior: -3116.46001089583 || Iter Time:0.014132976531982422 || Total time:36.51507520675659 Iteration: 1872 || Clusters count: 14 || Log posterior: -3079.3183517925286 || Iter Time:0.01864004135131836 || Total time:36.53371524810791 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 14 || Log posterior: -3111.0990744149085 || Iter Time:0.013164997100830078 || Total time:36.54688024520874 Iteration: 1874 || Clusters count: 14 || Log posterior: -3083.8713219263627 || Iter Time:0.017796039581298828 || Total time:36.56467628479004 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 14 || Log posterior: -3089.7886561717623 || Iter Time:0.012982845306396484 || Total time:36.577659130096436 Iteration: 1876 || Clusters count: 14 || Log posterior: -3063.3058837434087 || Iter Time:0.01793503761291504 || Total time:36.59559416770935 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 14 || Log posterior: -3105.1869166755646 || Iter Time:0.014081001281738281 || Total time:36.60967516899109 Iteration: 1878 || Clusters count: 14 || Log posterior: -3081.6316396636184 || Iter Time:0.01713109016418457 || Total time:36.62680625915527 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 14 || Log posterior: -3113.562494042515 || Iter Time:0.013563871383666992 || Total time:36.64037013053894 Iteration: 1880 || Clusters count: 14 || Log posterior: -3081.9135467342116 || Iter Time:0.017620086669921875 || Total time:36.65799021720886 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 14 || Log posterior: -3114.772541595603 || Iter Time:0.012779951095581055 || Total time:36.67077016830444 Iteration: 1882 || Clusters count: 14 || Log posterior: -3077.6508762277726 || Iter Time:0.017482995986938477 || Total time:36.68825316429138 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 14 || Log posterior: -3070.546374720698 || Iter Time:0.013995885848999023 || Total time:36.70224905014038 Iteration: 1884 || Clusters count: 14 || Log posterior: -3066.077791559858 || Iter Time:0.018354177474975586 || Total time:36.720603227615356 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 14 || Log posterior: -3077.6105545670066 || Iter Time:0.013832807540893555 || Total time:36.73443603515625 Iteration: 1886 || Clusters count: 14 || Log posterior: -3062.8566359465 || Iter Time:0.018062829971313477 || Total time:36.75249886512756 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 14 || Log posterior: -3143.620429259833 || Iter Time:0.015594959259033203 || Total time:36.7680938243866 Iteration: 1888 || Clusters count: 14 || Log posterior: -3124.4835918800604 || Iter Time:0.019002914428710938 || Total time:36.78709673881531 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 14 || Log posterior: -3085.111415899274 || Iter Time:0.014776945114135742 || Total time:36.80187368392944 Iteration: 1890 || Clusters count: 14 || Log posterior: -3069.131076141715 || Iter Time:0.018469810485839844 || Total time:36.82034349441528 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 14 || Log posterior: -3082.533601245255 || Iter Time:0.013528823852539062 || Total time:36.83387231826782 Iteration: 1892 || Clusters count: 14 || Log posterior: -3061.872197835806 || Iter Time:0.018397808074951172 || Total time:36.85227012634277 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 14 || Log posterior: -3088.653266903617 || Iter Time:0.03949785232543945 || Total time:36.89176797866821 Iteration: 1894 || Clusters count: 14 || Log posterior: -3075.396715441856 || Iter Time:0.018620014190673828 || Total time:36.91038799285889 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 14 || Log posterior: -3103.167455350241 || Iter Time:0.014989137649536133 || Total time:36.92537713050842 Iteration: 1896 || Clusters count: 14 || Log posterior: -3068.3521353903584 || Iter Time:0.01832103729248047 || Total time:36.9436981678009 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 14 || Log posterior: -3049.2806076910706 || Iter Time:0.016243934631347656 || Total time:36.95994210243225 Iteration: 1898 || Clusters count: 14 || Log posterior: -3039.5016645827723 || Iter Time:0.020289897918701172 || Total time:36.98023200035095 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 14 || Log posterior: -3031.6023749239553 || Iter Time:0.01510000228881836 || Total time:36.99533200263977 Iteration: 1900 || Clusters count: 14 || Log posterior: -3020.010625847844 || Iter Time:0.019377946853637695 || Total time:37.01470994949341 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 14 || Log posterior: -3052.685355642836 || Iter Time:0.014026165008544922 || Total time:37.02873611450195 Iteration: 1902 || Clusters count: 14 || Log posterior: -3033.547741834141 || Iter Time:0.017390966415405273 || Total time:37.04612708091736 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 14 || Log posterior: -3076.295836262295 || Iter Time:0.014313220977783203 || Total time:37.06044030189514 Iteration: 1904 || Clusters count: 14 || Log posterior: -3067.252850636674 || Iter Time:0.018224000930786133 || Total time:37.07866430282593 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 14 || Log posterior: -3109.556003038748 || Iter Time:0.013292074203491211 || Total time:37.09195637702942 Iteration: 1906 || Clusters count: 14 || Log posterior: -3076.3037833018807 || Iter Time:0.01837778091430664 || Total time:37.110334157943726 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 14 || Log posterior: -3103.028446091461 || Iter Time:0.01324009895324707 || Total time:37.12357425689697 Iteration: 1908 || Clusters count: 14 || Log posterior: -3079.6829246082575 || Iter Time:0.017596960067749023 || Total time:37.14117121696472 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 14 || Log posterior: -3116.186077494799 || Iter Time:0.01265406608581543 || Total time:37.15382528305054 Iteration: 1910 || Clusters count: 14 || Log posterior: -3090.9196556789366 || Iter Time:0.017019033432006836 || Total time:37.170844316482544 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 14 || Log posterior: -3129.2339757797536 || Iter Time:0.01351618766784668 || Total time:37.18436050415039 Iteration: 1912 || Clusters count: 14 || Log posterior: -3109.9578217229414 || Iter Time:0.017269134521484375 || Total time:37.201629638671875 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 14 || Log posterior: -3136.6372785751646 || Iter Time:0.012863874435424805 || Total time:37.2144935131073 Iteration: 1914 || Clusters count: 14 || Log posterior: -3113.653290088343 || Iter Time:0.01701211929321289 || Total time:37.23150563240051 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 14 || Log posterior: -3140.3776793309576 || Iter Time:0.012212991714477539 || Total time:37.24371862411499 Iteration: 1916 || Clusters count: 14 || Log posterior: -3121.1688642474196 || Iter Time:0.01734018325805664 || Total time:37.26105880737305 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 14 || Log posterior: -3133.1023561044 || Iter Time:0.013154983520507812 || Total time:37.274213790893555 Iteration: 1918 || Clusters count: 14 || Log posterior: -3114.2956003918234 || Iter Time:0.017534971237182617 || Total time:37.29174876213074 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 14 || Log posterior: -3097.8151364263854 || Iter Time:0.01456904411315918 || Total time:37.3063178062439 Iteration: 1920 || Clusters count: 14 || Log posterior: -3089.5944596190916 || Iter Time:0.018472909927368164 || Total time:37.324790716171265 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 14 || Log posterior: -3136.3449334234997 || Iter Time:0.01503300666809082 || Total time:37.339823722839355 Iteration: 1922 || Clusters count: 14 || Log posterior: -3116.4388066955103 || Iter Time:0.018556833267211914 || Total time:37.35838055610657 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 14 || Log posterior: -3097.726957714543 || Iter Time:0.014360904693603516 || Total time:37.37274146080017 Iteration: 1924 || Clusters count: 14 || Log posterior: -3087.6374360452023 || Iter Time:0.019099950790405273 || Total time:37.391841411590576 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 14 || Log posterior: -3128.478141161554 || Iter Time:0.01483607292175293 || Total time:37.40667748451233 Iteration: 1926 || Clusters count: 14 || Log posterior: -3111.6743182572764 || Iter Time:0.042562007904052734 || Total time:37.44923949241638 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 14 || Log posterior: -3139.1205836847885 || Iter Time:0.013267993927001953 || Total time:37.462507486343384 Iteration: 1928 || Clusters count: 14 || Log posterior: -3102.9672629397946 || Iter Time:0.017532825469970703 || Total time:37.480040311813354 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 15 || Log posterior: -3114.7760252024887 || Iter Time:0.014023065567016602 || Total time:37.49406337738037 Iteration: 1930 || Clusters count: 15 || Log posterior: -3073.5997369480137 || Iter Time:0.017729997634887695 || Total time:37.51179337501526 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 15 || Log posterior: -3065.656225433824 || Iter Time:0.012187957763671875 || Total time:37.52398133277893 Iteration: 1932 || Clusters count: 15 || Log posterior: -3053.567247297756 || Iter Time:0.018186092376708984 || Total time:37.54216742515564 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 15 || Log posterior: -3109.95606783415 || Iter Time:0.015337944030761719 || Total time:37.5575053691864 Iteration: 1934 || Clusters count: 15 || Log posterior: -3088.7248955499385 || Iter Time:0.01810598373413086 || Total time:37.57561135292053 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 15 || Log posterior: -3101.7216957693568 || Iter Time:0.013567924499511719 || Total time:37.589179277420044 Iteration: 1936 || Clusters count: 15 || Log posterior: -3080.2155704973147 || Iter Time:0.01817607879638672 || Total time:37.60735535621643 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 15 || Log posterior: -3108.7920114059893 || Iter Time:0.013195037841796875 || Total time:37.62055039405823 Iteration: 1938 || Clusters count: 15 || Log posterior: -3088.938446781786 || Iter Time:0.017784833908081055 || Total time:37.63833522796631 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 15 || Log posterior: -3108.0994086530163 || Iter Time:0.014101028442382812 || Total time:37.65243625640869 Iteration: 1940 || Clusters count: 15 || Log posterior: -3089.1533384693544 || Iter Time:0.01851201057434082 || Total time:37.67094826698303 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 15 || Log posterior: -3115.269316625378 || Iter Time:0.014906883239746094 || Total time:37.68585515022278 Iteration: 1942 || Clusters count: 15 || Log posterior: -3096.0807100230354 || Iter Time:0.019392013549804688 || Total time:37.70524716377258 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 15 || Log posterior: -3101.903838267669 || Iter Time:0.015913963317871094 || Total time:37.721161127090454 Iteration: 1944 || Clusters count: 15 || Log posterior: -3085.3956627570615 || Iter Time:0.020394086837768555 || Total time:37.74155521392822 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 15 || Log posterior: -3053.0301547948106 || Iter Time:0.016528844833374023 || Total time:37.7580840587616 Iteration: 1946 || Clusters count: 15 || Log posterior: -3039.1591199480795 || Iter Time:0.019402027130126953 || Total time:37.777486085891724 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 15 || Log posterior: -3083.2375327062214 || Iter Time:0.015175104141235352 || Total time:37.79266119003296 Iteration: 1948 || Clusters count: 15 || Log posterior: -3054.8562092354036 || Iter Time:0.02048206329345703 || Total time:37.813143253326416 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 15 || Log posterior: -3112.4057024479803 || Iter Time:0.014158964157104492 || Total time:37.82730221748352 Iteration: 1950 || Clusters count: 15 || Log posterior: -3106.6059709528176 || Iter Time:0.01913595199584961 || Total time:37.84643816947937 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 15 || Log posterior: -3138.9493470741522 || Iter Time:0.014539957046508789 || Total time:37.86097812652588 Iteration: 1952 || Clusters count: 15 || Log posterior: -3121.715108961888 || Iter Time:0.019340038299560547 || Total time:37.88031816482544 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 15 || Log posterior: -3110.896669150513 || Iter Time:0.014478206634521484 || Total time:37.89479637145996 Iteration: 1954 || Clusters count: 15 || Log posterior: -3090.181825373992 || Iter Time:0.01971602439880371 || Total time:37.914512395858765 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 15 || Log posterior: -3142.4078247736898 || Iter Time:0.015619039535522461 || Total time:37.93013143539429 Iteration: 1956 || Clusters count: 15 || Log posterior: -3108.766215649418 || Iter Time:0.020251989364624023 || Total time:37.95038342475891 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 15 || Log posterior: -3069.978408043216 || Iter Time:0.018533945083618164 || Total time:37.96891736984253 Iteration: 1958 || Clusters count: 15 || Log posterior: -3069.3720089904486 || Iter Time:0.04427599906921387 || Total time:38.01319336891174 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 15 || Log posterior: -3080.6238270428244 || Iter Time:0.014139175415039062 || Total time:38.02733254432678 Iteration: 1960 || Clusters count: 15 || Log posterior: -3074.4400143064727 || Iter Time:0.01938796043395996 || Total time:38.04672050476074 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 15 || Log posterior: -3098.7152589610687 || Iter Time:0.015501022338867188 || Total time:38.06222152709961 Iteration: 1962 || Clusters count: 15 || Log posterior: -3080.487674100401 || Iter Time:0.019418001174926758 || Total time:38.081639528274536 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 15 || Log posterior: -3080.750096291642 || Iter Time:0.0145111083984375 || Total time:38.096150636672974 Iteration: 1964 || Clusters count: 15 || Log posterior: -3057.5799347677353 || Iter Time:0.019718170166015625 || Total time:38.11586880683899 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 15 || Log posterior: -3075.7271542110384 || Iter Time:0.015849828720092773 || Total time:38.13171863555908 Iteration: 1966 || Clusters count: 15 || Log posterior: -3069.943746932665 || Iter Time:0.0212099552154541 || Total time:38.152928590774536 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 15 || Log posterior: -3101.0984512856976 || Iter Time:0.015810012817382812 || Total time:38.16873860359192 Iteration: 1968 || Clusters count: 15 || Log posterior: -3060.2276338654697 || Iter Time:0.02020096778869629 || Total time:38.188939571380615 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 15 || Log posterior: -3116.1846684818374 || Iter Time:0.015054941177368164 || Total time:38.20399451255798 Iteration: 1970 || Clusters count: 15 || Log posterior: -3078.783587740976 || Iter Time:0.01962590217590332 || Total time:38.22362041473389 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 15 || Log posterior: -3116.4369101446086 || Iter Time:0.014947891235351562 || Total time:38.23856830596924 Iteration: 1972 || Clusters count: 15 || Log posterior: -3101.736908396316 || Iter Time:0.018773794174194336 || Total time:38.25734210014343 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 15 || Log posterior: -3137.071527790973 || Iter Time:0.014181852340698242 || Total time:38.27152395248413 Iteration: 1974 || Clusters count: 15 || Log posterior: -3109.165671321986 || Iter Time:0.019494056701660156 || Total time:38.29101800918579 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 15 || Log posterior: -3152.1568945603976 || Iter Time:0.015614986419677734 || Total time:38.30663299560547 Iteration: 1976 || Clusters count: 15 || Log posterior: -3127.9845801032116 || Iter Time:0.020383119583129883 || Total time:38.3270161151886 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 15 || Log posterior: -3096.5767480922277 || Iter Time:0.01587200164794922 || Total time:38.34288811683655 Iteration: 1978 || Clusters count: 15 || Log posterior: -3086.71705523286 || Iter Time:0.020292997360229492 || Total time:38.36318111419678 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 15 || Log posterior: -3065.484402600556 || Iter Time:0.015717029571533203 || Total time:38.37889814376831 Iteration: 1980 || Clusters count: 15 || Log posterior: -3047.849031724379 || Iter Time:0.02020716667175293 || Total time:38.39910531044006 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 15 || Log posterior: -3045.8969821335477 || Iter Time:0.015469074249267578 || Total time:38.41457438468933 Iteration: 1982 || Clusters count: 15 || Log posterior: -3030.0176303912513 || Iter Time:0.020188093185424805 || Total time:38.434762477874756 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 15 || Log posterior: -3083.7758516847002 || Iter Time:0.015542984008789062 || Total time:38.450305461883545 Iteration: 1984 || Clusters count: 15 || Log posterior: -3070.5857327554772 || Iter Time:0.019913196563720703 || Total time:38.470218658447266 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 15 || Log posterior: -3080.2604910067316 || Iter Time:0.015460014343261719 || Total time:38.48567867279053 Iteration: 1986 || Clusters count: 15 || Log posterior: -3066.0055542116197 || Iter Time:0.020431995391845703 || Total time:38.50611066818237 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 15 || Log posterior: -3074.9270132054025 || Iter Time:0.015543937683105469 || Total time:38.52165460586548 Iteration: 1988 || Clusters count: 15 || Log posterior: -3041.0514655469947 || Iter Time:0.020609140396118164 || Total time:38.5422637462616 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 15 || Log posterior: -3094.5894397238762 || Iter Time:0.038086891174316406 || Total time:38.58035063743591 Iteration: 1990 || Clusters count: 15 || Log posterior: -3059.254897767208 || Iter Time:0.023174047470092773 || Total time:38.603524684906006 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 15 || Log posterior: -3057.9067438297643 || Iter Time:0.017201900482177734 || Total time:38.620726585388184 Iteration: 1992 || Clusters count: 15 || Log posterior: -3039.1935621438743 || Iter Time:0.021034955978393555 || Total time:38.64176154136658 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 15 || Log posterior: -3070.430792614903 || Iter Time:0.01646590232849121 || Total time:38.65822744369507 Iteration: 1994 || Clusters count: 15 || Log posterior: -3062.429449697748 || Iter Time:0.019995927810668945 || Total time:38.67822337150574 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 15 || Log posterior: -3054.855376825754 || Iter Time:0.01576709747314453 || Total time:38.69399046897888 Iteration: 1996 || Clusters count: 15 || Log posterior: -3040.4917832479555 || Iter Time:0.018125057220458984 || Total time:38.71211552619934 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 15 || Log posterior: -3049.7125840303434 || Iter Time:0.014616966247558594 || Total time:38.7267324924469 Iteration: 1998 || Clusters count: 15 || Log posterior: -3020.38684400134 || Iter Time:0.019034147262573242 || Total time:38.74576663970947 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 15 || Log posterior: -3065.5282777048155 || Iter Time:0.014842033386230469 || Total time:38.7606086730957 Iteration: 2000 || Clusters count: 15 || Log posterior: -3052.7079019527987 || Iter Time:0.0191650390625 || Total time:38.7797737121582 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 15 || Log posterior: -3134.8301548651275 || Iter Time:0.013592004776000977 || Total time:38.793365716934204 Iteration: 2002 || Clusters count: 15 || Log posterior: -3103.5534188697025 || Iter Time:0.018945932388305664 || Total time:38.81231164932251 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 15 || Log posterior: -3107.1702669170104 || Iter Time:0.015076160430908203 || Total time:38.82738780975342 Iteration: 2004 || Clusters count: 15 || Log posterior: -3085.145654892504 || Iter Time:0.019398927688598633 || Total time:38.84678673744202 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 15 || Log posterior: -3069.2768185374457 || Iter Time:0.014266014099121094 || Total time:38.86105275154114 Iteration: 2006 || Clusters count: 15 || Log posterior: -3061.548100029087 || Iter Time:0.01878809928894043 || Total time:38.87984085083008 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 15 || Log posterior: -3087.860142357157 || Iter Time:0.01497197151184082 || Total time:38.89481282234192 Iteration: 2008 || Clusters count: 15 || Log posterior: -3060.5873494750763 || Iter Time:0.018595218658447266 || Total time:38.913408041000366 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 15 || Log posterior: -3040.2240902936146 || Iter Time:0.014960050582885742 || Total time:38.92836809158325 Iteration: 2010 || Clusters count: 15 || Log posterior: -3027.61909583109 || Iter Time:0.019962072372436523 || Total time:38.94833016395569 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 15 || Log posterior: -3105.504500320359 || Iter Time:0.015368938446044922 || Total time:38.96369910240173 Iteration: 2012 || Clusters count: 15 || Log posterior: -3097.4324497274742 || Iter Time:0.019684791564941406 || Total time:38.983383893966675 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 15 || Log posterior: -3132.4098996744224 || Iter Time:0.01415705680847168 || Total time:38.99754095077515 Iteration: 2014 || Clusters count: 15 || Log posterior: -3107.9301694410187 || Iter Time:0.01865100860595703 || Total time:39.0161919593811 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 15 || Log posterior: -3095.957987948025 || Iter Time:0.013677120208740234 || Total time:39.029869079589844 Iteration: 2016 || Clusters count: 15 || Log posterior: -3084.5587468464846 || Iter Time:0.018318891525268555 || Total time:39.04818797111511 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 15 || Log posterior: -3092.0762606123476 || Iter Time:0.014666080474853516 || Total time:39.062854051589966 Iteration: 2018 || Clusters count: 15 || Log posterior: -3080.7709196089904 || Iter Time:0.020608901977539062 || Total time:39.083462953567505 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 15 || Log posterior: -3083.658316484237 || Iter Time:0.021021127700805664 || Total time:39.10448408126831 Iteration: 2020 || Clusters count: 15 || Log posterior: -3069.11680119819 || Iter Time:0.04350900650024414 || Total time:39.147993087768555 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 15 || Log posterior: -3112.9373882120726 || Iter Time:0.014642953872680664 || Total time:39.162636041641235 Iteration: 2022 || Clusters count: 15 || Log posterior: -3086.4792540761755 || Iter Time:0.0182650089263916 || Total time:39.18090105056763 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 15 || Log posterior: -3100.654158210834 || Iter Time:0.013948917388916016 || Total time:39.19484996795654 Iteration: 2024 || Clusters count: 15 || Log posterior: -3079.981290128324 || Iter Time:0.018809080123901367 || Total time:39.213659048080444 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 15 || Log posterior: -3072.5021522838956 || Iter Time:0.01612687110900879 || Total time:39.22978591918945 Iteration: 2026 || Clusters count: 15 || Log posterior: -3061.6407791177157 || Iter Time:0.019479036331176758 || Total time:39.24926495552063 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 15 || Log posterior: -3063.555811567709 || Iter Time:0.015107154846191406 || Total time:39.26437211036682 Iteration: 2028 || Clusters count: 15 || Log posterior: -3051.399854178569 || Iter Time:0.020153045654296875 || Total time:39.28452515602112 Avg NMI: 0.941919239899298 Full NMI: 0.9120200576732438 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m26.9s Testing DPMMSubClustersStreaming tests passed Testing completed after 201.47s PkgEval succeeded after 369.85s