Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.1200 (a5576b4ddb*) started at 2025-09-25T18:05:48.840 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.23s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.14.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.15 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.16.0+0 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.9.9 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.2+0 [efcefdf7] + PCRE2_jll v10.46.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.67.1+0 [3f19e933] + p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 5.7s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 124.25s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_QfItPf/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_QfItPf/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.14.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.0 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.15 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.16.0+0 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.9.9 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.2+0 [efcefdf7] PCRE2_jll v10.46.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.67.1+0 [3f19e933] p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.194842 seconds (987.14 k allocations: 60.178 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233158.06923629093 || Iter Time:16.851717948913574 || Total time:16.851717948913574 Iteration: 1 || Clusters count: 1 || Log posterior: -233158.06923629093 || Iter Time:0.005880832672119141 || Total time:16.857598781585693 Iteration: 2 || Clusters count: 1 || Log posterior: -233158.06923629093 || Iter Time:0.005417823791503906 || Total time:16.863016605377197 Iteration: 3 || Clusters count: 1 || Log posterior: -233158.06923629093 || Iter Time:0.005454063415527344 || Total time:16.868470668792725 Iteration: 4 || Clusters count: 1 || Log posterior: -233158.06923629093 || Iter Time:0.0055620670318603516 || Total time:16.874032735824585 Iteration: 5 || Clusters count: 1 || Log posterior: -233158.06923629093 || Iter Time:0.01629495620727539 || Total time:16.89032769203186 Iteration: 6 || Clusters count: 1 || Log posterior: -233158.06923629093 || Iter Time:0.0052051544189453125 || Total time:16.895532846450806 Iteration: 7 || Clusters count: 1 || Log posterior: -233158.06923629093 || Iter Time:0.005279064178466797 || Total time:16.900811910629272 Iteration: 8 || Clusters count: 1 || Log posterior: -233158.06923629093 || Iter Time:0.005532979965209961 || Total time:16.906344890594482 Iteration: 9 || Clusters count: 1 || Log posterior: -233158.06923629093 || Iter Time:0.005487918853759766 || Total time:16.911832809448242 Iteration: 10 || Clusters count: 1 || Log posterior: -233158.06923629093 || Iter Time:0.005295991897583008 || Total time:16.917128801345825 Iteration: 11 || Clusters count: 1 || Log posterior: -233158.06923629093 || Iter Time:0.005218982696533203 || Total time:16.92234778404236 Iteration: 12 || Clusters count: 1 || Log posterior: -233158.06923629093 || Iter Time:0.005176067352294922 || Total time:16.927523851394653 Iteration: 13 || Clusters count: 2 || Log posterior: -232676.99170450025 || Iter Time:3.6549949645996094 || Total time:20.582518815994263 Iteration: 14 || Clusters count: 2 || Log posterior: -232671.7832996241 || Iter Time:0.005911111831665039 || Total time:20.588429927825928 Iteration: 15 || Clusters count: 2 || Log posterior: -232659.13933390166 || Iter Time:0.00557398796081543 || Total time:20.594003915786743 Iteration: 16 || Clusters count: 2 || Log posterior: -232683.33464640166 || Iter Time:0.005557060241699219 || Total time:20.599560976028442 Iteration: 17 || Clusters count: 2 || Log posterior: -232671.53478791774 || Iter Time:0.005511045455932617 || Total time:20.605072021484375 Iteration: 18 || Clusters count: 2 || Log posterior: -232698.70385971313 || Iter Time:0.005570888519287109 || Total time:20.610642910003662 Iteration: 19 || Clusters count: 2 || Log posterior: -232654.4876781438 || Iter Time:0.005385875701904297 || Total time:20.616028785705566 Iteration: 20 || Clusters count: 2 || Log posterior: -232589.7725600115 || Iter Time:3.31705904006958 || Total time:23.933087825775146 Loading and distributing data: 0.000931 seconds (128 allocations: 395.930 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232958.11232327324 || Iter Time:0.03148484230041504 || Total time:23.96457266807556 Iteration: 22 || Clusters count: 2 || Log posterior: -232939.09355255443 || Iter Time:0.08989095687866211 || Total time:24.054463624954224 Iteration: 23 || Clusters count: 2 || Log posterior: -232925.92471067896 || Iter Time:0.005749940872192383 || Total time:24.060213565826416 Iteration: 24 || Clusters count: 2 || Log posterior: -232931.0936225071 || Iter Time:0.00567317008972168 || Total time:24.065886735916138 Iteration: 25 || Clusters count: 2 || Log posterior: -232895.97939817896 || Iter Time:0.005597829818725586 || Total time:24.071484565734863 Iteration: 26 || Clusters count: 2 || Log posterior: -232908.91481462852 || Iter Time:0.005717039108276367 || Total time:24.07720160484314 Iteration: 27 || Clusters count: 2 || Log posterior: -232888.8514350071 || Iter Time:0.005876064300537109 || Total time:24.083077669143677 Iteration: 28 || Clusters count: 3 || Log posterior: -232628.54012454758 || Iter Time:0.007155179977416992 || Total time:24.090232849121094 Iteration: 29 || Clusters count: 3 || Log posterior: -232487.48747000366 || Iter Time:0.005758047103881836 || Total time:24.095990896224976 Iteration: 30 || Clusters count: 3 || Log posterior: -232483.64692242572 || Iter Time:0.006090879440307617 || Total time:24.102081775665283 Iteration: 31 || Clusters count: 3 || Log posterior: -232438.46673443075 || Iter Time:0.005883216857910156 || Total time:24.107964992523193 Iteration: 32 || Clusters count: 3 || Log posterior: -232396.33886776486 || Iter Time:0.005855083465576172 || Total time:24.11382007598877 Iteration: 33 || Clusters count: 3 || Log posterior: -232386.56824830265 || Iter Time:0.005739927291870117 || Total time:24.11956000328064 Iteration: 34 || Clusters count: 3 || Log posterior: -232417.87981862164 || Iter Time:0.00586390495300293 || Total time:24.125423908233643 Iteration: 35 || Clusters count: 3 || Log posterior: -232398.5104005185 || Iter Time:0.005763053894042969 || Total time:24.131186962127686 Iteration: 36 || Clusters count: 3 || Log posterior: -232406.27479555144 || Iter Time:0.0056378841400146484 || Total time:24.1368248462677 Iteration: 37 || Clusters count: 3 || Log posterior: -232402.55250648534 || Iter Time:0.005599021911621094 || Total time:24.14242386817932 Iteration: 38 || Clusters count: 3 || Log posterior: -232386.8446722823 || Iter Time:0.005847930908203125 || Total time:24.148271799087524 Iteration: 39 || Clusters count: 3 || Log posterior: -232393.1377873648 || Iter Time:0.00592494010925293 || Total time:24.154196739196777 Iteration: 40 || Clusters count: 3 || Log posterior: -232396.19920654772 || Iter Time:0.005915164947509766 || Total time:24.160111904144287 Iteration: 41 || Clusters count: 3 || Log posterior: -232327.96722000852 || Iter Time:0.006619930267333984 || Total time:24.16673183441162 Loading and distributing data: 0.000864 seconds (128 allocations: 395.930 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262161.3887844087 || Iter Time:0.009057998657226562 || Total time:24.175789833068848 Iteration: 43 || Clusters count: 4 || Log posterior: -262009.96327212785 || Iter Time:0.007771968841552734 || Total time:24.1835618019104 Iteration: 44 || Clusters count: 4 || Log posterior: -261967.21894883702 || Iter Time:0.007781028747558594 || Total time:24.19134283065796 Iteration: 45 || Clusters count: 4 || Log posterior: -261936.82587437207 || Iter Time:0.008030176162719727 || Total time:24.19937300682068 Iteration: 46 || Clusters count: 4 || Log posterior: -261921.66805612107 || Iter Time:0.007898092269897461 || Total time:24.207271099090576 Iteration: 47 || Clusters count: 4 || Log posterior: -261919.17641188423 || Iter Time:0.007545948028564453 || Total time:24.21481704711914 Iteration: 48 || Clusters count: 4 || Log posterior: -261925.24801317218 || Iter Time:0.040461063385009766 || Total time:24.25527811050415 Iteration: 49 || Clusters count: 4 || Log posterior: -261942.79173419962 || Iter Time:0.006394147872924805 || Total time:24.261672258377075 Iteration: 50 || Clusters count: 4 || Log posterior: -261935.74685295482 || Iter Time:0.006067037582397461 || Total time:24.267739295959473 Iteration: 51 || Clusters count: 4 || Log posterior: -261947.84431490826 || Iter Time:0.00634002685546875 || Total time:24.27407932281494 Iteration: 52 || Clusters count: 4 || Log posterior: -261947.31727002724 || Iter Time:0.006359100341796875 || Total time:24.28043842315674 Iteration: 53 || Clusters count: 4 || Log posterior: -261932.70007172143 || Iter Time:0.006335020065307617 || Total time:24.286773443222046 Iteration: 54 || Clusters count: 4 || Log posterior: -261942.02689356284 || Iter Time:0.006018877029418945 || Total time:24.292792320251465 Iteration: 55 || Clusters count: 4 || Log posterior: -261966.82619849432 || Iter Time:0.006267070770263672 || Total time:24.29905939102173 Iteration: 56 || Clusters count: 4 || Log posterior: -261949.73396721596 || Iter Time:0.0063669681549072266 || Total time:24.305426359176636 Iteration: 57 || Clusters count: 5 || Log posterior: -261598.05180668933 || Iter Time:0.007692098617553711 || Total time:24.31311845779419 Iteration: 58 || Clusters count: 6 || Log posterior: -260972.54104002536 || Iter Time:0.8415250778198242 || Total time:25.154643535614014 Iteration: 59 || Clusters count: 6 || Log posterior: -260921.28418534674 || Iter Time:0.007241010665893555 || Total time:25.161884546279907 Iteration: 60 || Clusters count: 6 || Log posterior: -260931.84899179696 || Iter Time:0.00728607177734375 || Total time:25.16917061805725 Iteration: 61 || Clusters count: 6 || Log posterior: -260901.2915927661 || Iter Time:0.0072460174560546875 || Total time:25.176416635513306 Iteration: 62 || Clusters count: 6 || Log posterior: -260838.9744497561 || Iter Time:0.007395029067993164 || Total time:25.1838116645813 Loading and distributing data: 0.000786 seconds (128 allocations: 395.930 KiB) Iteration: 63 || Clusters count: 8 || Log posterior: -260340.27831665287 || Iter Time:0.010384082794189453 || Total time:25.19419574737549 Iteration: 64 || Clusters count: 8 || Log posterior: -260000.51941311927 || Iter Time:0.008787870407104492 || Total time:25.202983617782593 Iteration: 65 || Clusters count: 8 || Log posterior: -259970.0587970096 || Iter Time:0.008272886276245117 || Total time:25.211256504058838 Iteration: 66 || Clusters count: 8 || Log posterior: -259951.90038895945 || Iter Time:0.008200883865356445 || Total time:25.219457387924194 Iteration: 67 || Clusters count: 8 || Log posterior: -259961.0553918865 || Iter Time:0.008280038833618164 || Total time:25.227737426757812 Iteration: 68 || Clusters count: 8 || Log posterior: -259930.48647820493 || Iter Time:0.03272104263305664 || Total time:25.26045846939087 Iteration: 69 || Clusters count: 8 || Log posterior: -259957.384687037 || Iter Time:0.010658025741577148 || Total time:25.271116495132446 Iteration: 70 || Clusters count: 8 || Log posterior: -259948.26403012912 || Iter Time:0.007534980773925781 || Total time:25.278651475906372 Iteration: 71 || Clusters count: 8 || Log posterior: -259932.46672973115 || Iter Time:0.008020877838134766 || Total time:25.286672353744507 Iteration: 72 || Clusters count: 9 || Log posterior: -259512.1801285315 || Iter Time:0.0090789794921875 || Total time:25.295751333236694 Iteration: 73 || Clusters count: 10 || Log posterior: -259040.55497322965 || Iter Time:0.009430885314941406 || Total time:25.305182218551636 Iteration: 74 || Clusters count: 10 || Log posterior: -259025.26562693584 || Iter Time:0.008329153060913086 || Total time:25.31351137161255 Iteration: 75 || Clusters count: 10 || Log posterior: -259012.11549173476 || Iter Time:0.008574962615966797 || Total time:25.322086334228516 Iteration: 76 || Clusters count: 10 || Log posterior: -259027.1375438087 || Iter Time:0.008449077606201172 || Total time:25.330535411834717 Iteration: 77 || Clusters count: 10 || Log posterior: -259037.113395893 || Iter Time:0.008509159088134766 || Total time:25.33904457092285 Iteration: 78 || Clusters count: 10 || Log posterior: -259028.4366215889 || Iter Time:0.009275197982788086 || Total time:25.34831976890564 Iteration: 79 || Clusters count: 10 || Log posterior: -259026.3132897842 || Iter Time:0.009285926818847656 || Total time:25.357605695724487 Iteration: 80 || Clusters count: 11 || Log posterior: -258641.6471900166 || Iter Time:0.011623144149780273 || Total time:25.369228839874268 Iteration: 81 || Clusters count: 11 || Log posterior: -258581.22822800305 || Iter Time:0.04007411003112793 || Total time:25.409302949905396 Iteration: 82 || Clusters count: 11 || Log posterior: -258576.89934806255 || Iter Time:0.01009511947631836 || Total time:25.419398069381714 Iteration: 83 || Clusters count: 11 || Log posterior: -258546.13133596865 || Iter Time:0.009353876113891602 || Total time:25.428751945495605 Loading and distributing data: 0.000802 seconds (128 allocations: 395.930 KiB) Iteration: 84 || Clusters count: 14 || Log posterior: -257785.28018856436 || Iter Time:0.011981964111328125 || Total time:25.440733909606934 Iteration: 85 || Clusters count: 14 || Log posterior: -257441.6972949138 || Iter Time:0.010537147521972656 || Total time:25.451271057128906 Iteration: 86 || Clusters count: 14 || Log posterior: -257402.81205663827 || Iter Time:0.010334014892578125 || Total time:25.461605072021484 Iteration: 87 || Clusters count: 14 || Log posterior: -257421.35515714673 || Iter Time:0.010629892349243164 || Total time:25.472234964370728 Iteration: 88 || Clusters count: 16 || Log posterior: -256479.0632766042 || Iter Time:0.012407064437866211 || Total time:25.484642028808594 Iteration: 89 || Clusters count: 16 || Log posterior: -256398.0717797485 || Iter Time:0.01111292839050293 || Total time:25.495754957199097 Iteration: 90 || Clusters count: 16 || Log posterior: -256401.82303736726 || Iter Time:0.01572585105895996 || Total time:25.511480808258057 Iteration: 91 || Clusters count: 16 || Log posterior: -256397.16041641432 || Iter Time:0.011552095413208008 || Total time:25.523032903671265 Iteration: 92 || Clusters count: 16 || Log posterior: -256397.26749135347 || Iter Time:0.011014938354492188 || Total time:25.534047842025757 Iteration: 93 || Clusters count: 16 || Log posterior: -256403.3114126492 || Iter Time:0.01092386245727539 || Total time:25.544971704483032 Iteration: 94 || Clusters count: 16 || Log posterior: -256402.37262909283 || Iter Time:0.010685920715332031 || Total time:25.555657625198364 Iteration: 95 || Clusters count: 16 || Log posterior: -256400.495924195 || Iter Time:0.011051177978515625 || Total time:25.56670880317688 Iteration: 96 || Clusters count: 16 || Log posterior: -256393.990581432 || Iter Time:0.015188217163085938 || Total time:25.581897020339966 Iteration: 97 || Clusters count: 16 || Log posterior: -256408.26734246852 || Iter Time:0.012018918991088867 || Total time:25.593915939331055 Iteration: 98 || Clusters count: 16 || Log posterior: -256400.6164904537 || Iter Time:0.01182103157043457 || Total time:25.60573697090149 Iteration: 99 || Clusters count: 17 || Log posterior: -255900.3487600821 || Iter Time:0.01514291763305664 || Total time:25.620879888534546 Iteration: 100 || Clusters count: 17 || Log posterior: -255908.77260588433 || Iter Time:0.015588045120239258 || Total time:25.636467933654785 Iteration: 101 || Clusters count: 17 || Log posterior: -255902.06816311882 || Iter Time:0.0195159912109375 || Total time:25.655983924865723 Iteration: 102 || Clusters count: 17 || Log posterior: -255895.51330344874 || Iter Time:0.015865802764892578 || Total time:25.671849727630615 Iteration: 103 || Clusters count: 17 || Log posterior: -255889.7223903606 || Iter Time:0.018017053604125977 || Total time:25.68986678123474 Iteration: 104 || Clusters count: 17 || Log posterior: -255886.12439175518 || Iter Time:0.018393993377685547 || Total time:25.708260774612427 Loading and distributing data: 0.000775 seconds (128 allocations: 395.930 KiB) Iteration: 105 || Clusters count: 18 || Log posterior: -255223.82584723004 || Iter Time:0.0194399356842041 || Total time:25.72770071029663 Iteration: 106 || Clusters count: 18 || Log posterior: -255126.52905676345 || Iter Time:0.01950693130493164 || Total time:25.747207641601562 Iteration: 107 || Clusters count: 18 || Log posterior: -255106.76957192566 || Iter Time:0.018965959548950195 || Total time:25.766173601150513 Iteration: 108 || Clusters count: 18 || Log posterior: -255104.96932001464 || Iter Time:0.02366185188293457 || Total time:25.789835453033447 Iteration: 109 || Clusters count: 18 || Log posterior: -255109.62681888937 || Iter Time:0.019598007202148438 || Total time:25.809433460235596 Iteration: 110 || Clusters count: 18 || Log posterior: -255104.23345044305 || Iter Time:0.02002096176147461 || Total time:25.82945442199707 Iteration: 111 || Clusters count: 18 || Log posterior: -255104.57210055267 || Iter Time:0.023461103439331055 || Total time:25.8529155254364 Iteration: 112 || Clusters count: 18 || Log posterior: -255104.40073594096 || Iter Time:0.019235849380493164 || Total time:25.872151374816895 Iteration: 113 || Clusters count: 18 || Log posterior: -255109.4566333127 || Iter Time:0.02011394500732422 || Total time:25.89226531982422 Iteration: 114 || Clusters count: 18 || Log posterior: -255115.9969674484 || Iter Time:0.0246889591217041 || Total time:25.916954278945923 Iteration: 115 || Clusters count: 18 || Log posterior: -255109.34276318885 || Iter Time:0.02076888084411621 || Total time:25.93772315979004 Iteration: 116 || Clusters count: 18 || Log posterior: -255111.47230971456 || Iter Time:0.020732879638671875 || Total time:25.95845603942871 Iteration: 117 || Clusters count: 18 || Log posterior: -255107.9422408465 || Iter Time:0.025797128677368164 || Total time:25.98425316810608 Iteration: 118 || Clusters count: 19 || Log posterior: -254656.0086654538 || Iter Time:0.022283077239990234 || Total time:26.00653624534607 Iteration: 119 || Clusters count: 19 || Log posterior: -254651.923607515 || Iter Time:0.02224898338317871 || Total time:26.028785228729248 Iteration: 120 || Clusters count: 19 || Log posterior: -254652.09853229707 || Iter Time:0.028506994247436523 || Total time:26.057292222976685 Iteration: 121 || Clusters count: 19 || Log posterior: -254658.3961065173 || Iter Time:0.024955034255981445 || Total time:26.082247257232666 Iteration: 122 || Clusters count: 19 || Log posterior: -254655.90007529492 || Iter Time:0.02422809600830078 || Total time:26.106475353240967 Iteration: 123 || Clusters count: 19 || Log posterior: -254660.50735675267 || Iter Time:0.028205156326293945 || Total time:26.13468050956726 Iteration: 124 || Clusters count: 19 || Log posterior: -254659.98125467464 || Iter Time:0.02318406105041504 || Total time:26.157864570617676 Iteration: 125 || Clusters count: 19 || Log posterior: -254647.12316633918 || Iter Time:0.020563840866088867 || Total time:26.178428411483765 Loading and distributing data: 0.000767 seconds (128 allocations: 395.930 KiB) Iteration: 126 || Clusters count: 19 || Log posterior: -254608.29188149158 || Iter Time:0.028460979461669922 || Total time:26.206889390945435 Iteration: 127 || Clusters count: 19 || Log posterior: -254577.64528463245 || Iter Time:0.023929119110107422 || Total time:26.230818510055542 Iteration: 128 || Clusters count: 19 || Log posterior: -254577.40308442048 || Iter Time:0.02244710922241211 || Total time:26.253265619277954 Iteration: 129 || Clusters count: 19 || Log posterior: -254574.5598581948 || Iter Time:0.028316020965576172 || Total time:26.28158164024353 Iteration: 130 || Clusters count: 19 || Log posterior: -254580.10498087626 || Iter Time:0.023680925369262695 || Total 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-254062.1084073151 || Iter Time:0.030697107315063477 || Total time:26.85662841796875 Iteration: 152 || Clusters count: 20 || Log posterior: -254060.40685297057 || Iter Time:0.02559208869934082 || Total time:26.88222050666809 Iteration: 153 || Clusters count: 20 || Log posterior: -254063.7338510233 || Iter Time:0.03046894073486328 || Total time:26.912689447402954 Iteration: 154 || Clusters count: 20 || Log posterior: -254060.62636146526 || Iter Time:0.02640700340270996 || Total time:26.939096450805664 Iteration: 155 || Clusters count: 20 || Log posterior: -254060.39991733604 || Iter Time:0.0251619815826416 || Total time:26.964258432388306 Iteration: 156 || Clusters count: 20 || Log posterior: -254060.62636146526 || Iter Time:0.030314922332763672 || Total time:26.99457335472107 Iteration: 157 || Clusters count: 20 || Log posterior: -254061.63813721997 || Iter Time:0.025981903076171875 || Total time:27.02055525779724 Iteration: 158 || Clusters count: 20 || Log posterior: -254060.39991733604 || Iter Time:0.029536008834838867 || Total time:27.05009126663208 Iteration: 159 || Clusters count: 20 || Log posterior: -254060.39991733604 || Iter Time:0.0259401798248291 || Total time:27.07603144645691 Iteration: 160 || Clusters count: 20 || Log posterior: -254062.2318213028 || Iter Time:0.025956153869628906 || Total time:27.101987600326538 Iteration: 161 || Clusters count: 20 || Log posterior: -254063.74997092684 || Iter Time:0.030073165893554688 || Total time:27.132060766220093 Iteration: 162 || Clusters count: 20 || Log posterior: -254060.39991733604 || Iter Time:0.026762962341308594 || Total time:27.1588237285614 Iteration: 163 || Clusters count: 20 || Log posterior: -254062.2318213028 || Iter Time:0.02758193016052246 || Total time:27.186405658721924 Iteration: 164 || Clusters count: 20 || Log posterior: -254063.38903445183 || Iter Time:0.03233695030212402 || Total time:27.218742609024048 Iteration: 165 || Clusters count: 20 || Log posterior: -254065.41638681988 || Iter Time:0.02707982063293457 || Total time:27.245822429656982 Iteration: 166 || Clusters count: 20 || Log posterior: -254063.38903445183 || Iter Time:0.031408071517944336 || Total time:27.277230501174927 Iteration: 167 || Clusters count: 20 || Log posterior: -254063.38903445183 || Iter Time:0.02480602264404297 || Total time:27.30203652381897 Loading and distributing data: 0.000734 seconds (128 allocations: 395.930 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -254225.80034258575 || Iter Time:0.027402162551879883 || Total time:27.32943868637085 Iteration: 169 || Clusters count: 20 || Log posterior: -254178.37469926066 || Iter Time:0.026713848114013672 || Total time:27.356152534484863 Iteration: 170 || Clusters count: 20 || Log posterior: -254174.83456899977 || Iter Time:0.02595806121826172 || Total time:27.382110595703125 Iteration: 171 || Clusters count: 20 || Log posterior: -254174.2634162203 || Iter Time:0.02897787094116211 || Total 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time:27.793566703796387 Iteration: 186 || Clusters count: 20 || Log posterior: -254174.2634162203 || Iter Time:0.02715897560119629 || Total time:27.820725679397583 Iteration: 187 || Clusters count: 20 || Log posterior: -254177.5579368524 || Iter Time:0.03119206428527832 || Total time:27.85191774368286 Iteration: 188 || Clusters count: 20 || Log posterior: -254174.2634162203 || Iter Time:0.025000810623168945 || Total time:27.87691855430603 Loading and distributing data: 0.000829 seconds (128 allocations: 395.930 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254422.22246692274 || Iter Time:0.029057025909423828 || Total time:27.905975580215454 Iteration: 190 || Clusters count: 20 || Log posterior: -254406.89215810766 || Iter Time:0.02241206169128418 || Total time:27.92838764190674 Iteration: 191 || Clusters count: 20 || Log posterior: -254398.26580796187 || Iter Time:0.022979021072387695 || Total time:27.951366662979126 Iteration: 192 || Clusters count: 20 || Log posterior: -254398.26580796187 || Iter Time:0.0273740291595459 || Total time:27.978740692138672 Iteration: 193 || Clusters count: 20 || Log posterior: -254409.57628459804 || Iter Time:0.02308797836303711 || Total time:28.00182867050171 Iteration: 194 || Clusters count: 20 || Log posterior: -254398.26580796187 || Iter Time:0.027383089065551758 || Total time:28.02921175956726 Iteration: 195 || Clusters count: 20 || Log posterior: -254398.65951095847 || Iter Time:0.023300886154174805 || Total time:28.052512645721436 Iteration: 196 || Clusters count: 20 || Log posterior: -254398.26580796187 || Iter Time:0.022634029388427734 || Total time:28.075146675109863 Iteration: 197 || Clusters count: 20 || Log posterior: -254401.63743320122 || Iter Time:0.026777982711791992 || Total time:28.101924657821655 Iteration: 198 || Clusters count: 20 || Log posterior: -254400.8571254311 || Iter Time:0.024248838424682617 || Total time:28.126173496246338 Iteration: 199 || Clusters count: 20 || Log posterior: -254398.26580796187 || Iter Time:0.023639917373657227 || Total time:28.149813413619995 Iteration: 200 || Clusters count: 20 || Log posterior: -254398.65951095847 || Iter Time:0.027968168258666992 || Total time:28.177781581878662 Iteration: 201 || Clusters count: 20 || Log posterior: -254401.63743320122 || Iter Time:0.023678064346313477 || Total time:28.201459646224976 Iteration: 202 || Clusters count: 20 || Log posterior: -254398.26580796187 || Iter Time:0.02289891242980957 || Total time:28.224358558654785 Iteration: 203 || Clusters count: 20 || Log posterior: -254398.26580796187 || Iter Time:0.027081966400146484 || Total time:28.25144052505493 Iteration: 204 || Clusters count: 20 || Log posterior: -254400.8571254311 || Iter Time:0.028141021728515625 || Total time:28.279581546783447 Iteration: 205 || Clusters count: 20 || Log posterior: -254398.26580796187 || Iter Time:0.03079986572265625 || Total time:28.310381412506104 Iteration: 206 || Clusters count: 20 || Log posterior: -254398.26580796187 || Iter Time:0.026681184768676758 || Total time:28.33706259727478 Iteration: 207 || Clusters count: 20 || Log posterior: -254398.26580796187 || Iter Time:0.026988983154296875 || Total time:28.364051580429077 Iteration: 208 || Clusters count: 20 || Log posterior: -254398.65951095847 || Iter Time:0.031501054763793945 || Total time:28.39555263519287 Iteration: 209 || Clusters count: 20 || Log posterior: -254398.65951095847 || Iter Time:0.026070117950439453 || Total time:28.42162275314331 NMI: 0.7904999794178449 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m26.1s [12075, 9384, 1824, 15001, 16544, 45845, 24528, 8421, 83482, 36471, 6022, 199951, 115828, 53280, 24275, 29546, 34480, 134552, 42674, 105817] Loading and distributing data: 0.000339 seconds (128 allocations: 13.117 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6675.0327339401465 || Iter Time:5.018308877944946 || Total time:5.018308877944946 Iteration: 1 || Clusters count: 1 || Log posterior: -6675.0327339401465 || Iter Time:0.0024089813232421875 || Total time:5.0207178592681885 Iteration: 2 || Clusters count: 1 || Log posterior: -6675.0327339401465 || Iter Time:0.0019388198852539062 || Total time:5.022656679153442 Iteration: 3 || Clusters count: 1 || Log posterior: -6675.0327339401465 || Iter Time:0.001901865005493164 || Total time:5.0245585441589355 Iteration: 4 || Clusters count: 1 || Log posterior: -6675.0327339401465 || Iter Time:0.001898050308227539 || Total time:5.026456594467163 Iteration: 5 || Clusters count: 1 || Log posterior: -6675.0327339401465 || Iter Time:0.0020051002502441406 || Total time:5.028461694717407 Iteration: 6 || Clusters count: 1 || Log posterior: -6675.0327339401465 || Iter Time:0.0019338130950927734 || Total time:5.0303955078125 Iteration: 7 || Clusters count: 1 || Log posterior: -6675.0327339401465 || Iter Time:0.0019669532775878906 || Total time:5.032362461090088 Iteration: 8 || Clusters count: 2 || Log posterior: -6547.192797261556 || Iter Time:0.1604909896850586 || Total time:5.1928534507751465 Iteration: 9 || Clusters count: 2 || Log posterior: -6488.924546231415 || Iter Time:0.002321958541870117 || Total time:5.195175409317017 Iteration: 10 || Clusters count: 2 || Log posterior: -6459.164012004974 || Iter Time:0.0021619796752929688 || Total time:5.19733738899231 Iteration: 11 || Clusters count: 2 || Log posterior: -6442.885489892753 || Iter Time:0.0024518966674804688 || Total time:5.19978928565979 Iteration: 12 || Clusters count: 2 || Log posterior: -6461.4670723954 || Iter Time:0.002299070358276367 || Total time:5.202088356018066 Iteration: 13 || Clusters count: 2 || Log posterior: -6449.700021901432 || Iter Time:0.0022737979888916016 || Total time:5.204362154006958 Iteration: 14 || Clusters count: 2 || Log posterior: -6472.084685576389 || Iter Time:0.0023260116577148438 || Total time:5.206688165664673 Iteration: 15 || Clusters count: 2 || Log posterior: -6452.689042035992 || Iter Time:0.0023009777069091797 || Total time:5.208989143371582 Iteration: 16 || Clusters count: 2 || Log posterior: -6456.471407244233 || Iter Time:0.002290964126586914 || Total time:5.211280107498169 Iteration: 17 || Clusters count: 2 || Log posterior: -6450.494745339791 || Iter Time:0.0024149417877197266 || Total time:5.213695049285889 Iteration: 18 || Clusters count: 3 || Log posterior: -6417.972599396291 || Iter Time:0.0043599605560302734 || Total time:5.218055009841919 Iteration: 19 || Clusters count: 3 || Log posterior: -6385.849637975647 || Iter Time:0.044561147689819336 || Total time:5.262616157531738 Iteration: 20 || Clusters count: 4 || Log posterior: -6321.858455041716 || Iter Time:0.004775047302246094 || Total time:5.267391204833984 Iteration: 21 || Clusters count: 4 || Log posterior: -6294.86107880192 || Iter Time:0.003013134002685547 || Total time:5.27040433883667 Iteration: 22 || Clusters count: 4 || Log posterior: -6313.903083460697 || Iter Time:0.003217935562133789 || Total time:5.273622274398804 Iteration: 23 || Clusters count: 4 || Log posterior: -6255.909902851641 || Iter Time:0.0031859874725341797 || Total time:5.276808261871338 Iteration: 24 || Clusters count: 4 || Log posterior: -6257.973581544623 || Iter Time:0.0031960010528564453 || Total time:5.280004262924194 Iteration: 25 || Clusters count: 4 || Log posterior: -6221.56453795494 || Iter Time:0.002964019775390625 || Total time:5.282968282699585 Iteration: 26 || Clusters count: 4 || Log posterior: -6236.771425499454 || Iter Time:0.0030050277709960938 || Total time:5.285973310470581 Iteration: 27 || Clusters count: 4 || Log posterior: -6216.53314241029 || Iter Time:0.0033440589904785156 || Total time:5.28931736946106 Iteration: 28 || Clusters count: 4 || Log posterior: -6241.579839292574 || Iter Time:0.0029129981994628906 || Total time:5.2922303676605225 Iteration: 29 || Clusters count: 4 || Log posterior: -6242.737710432355 || Iter Time:0.0031480789184570312 || Total time:5.2953784465789795 Iteration: 30 || Clusters count: 4 || Log posterior: -6176.377093252227 || Iter Time:1.7792861461639404 || Total time:7.07466459274292 false [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 3, 3, 1, 3, 1, 3, 3, 3, 3, 3, 1, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 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, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 3, 3, 1, 3, 1, 3, 3, 3, 3, 3, 1, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 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] Loading and distributing data: 0.000180 seconds (128 allocations: 13.117 KiB) Iteration: 31 || Clusters count: 5 || Log posterior: -5981.3524670879815 || Iter Time:0.0238950252532959 || Total 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-4971.247145629844 || Iter Time:0.002167940139770508 || Total time:7.115893125534058 Iteration: 38 || Clusters count: 5 || Log posterior: -4935.907890742823 || Iter Time:0.003571033477783203 || Total time:7.119464159011841 Loading and distributing data: 0.000123 seconds (128 allocations: 13.117 KiB) Iteration: 39 || Clusters count: 5 || Log posterior: -4983.932209671006 || Iter Time:0.0022821426391601562 || Total time:7.121746301651001 Iteration: 40 || Clusters count: 5 || Log posterior: -4947.797634341431 || Iter Time:0.0036809444427490234 || Total time:7.12542724609375 Loading and distributing data: 0.000111 seconds (128 allocations: 13.117 KiB) Iteration: 41 || Clusters count: 6 || Log posterior: -4942.035805059234 || Iter Time:0.003175973892211914 || Total time:7.128603219985962 Iteration: 42 || Clusters count: 6 || Log posterior: -4893.760501990788 || Iter Time:0.006000995635986328 || Total time:7.134604215621948 Loading and distributing data: 0.000124 seconds (128 allocations: 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|| Clusters count: 11 || Log posterior: -4166.049505863198 || Iter Time:0.0078008174896240234 || Total time:9.873290538787842 Iteration: 312 || Clusters count: 11 || Log posterior: -4134.955057071359 || Iter Time:0.011267900466918945 || Total time:9.88455843925476 Loading and distributing data: 0.000112 seconds (128 allocations: 13.117 KiB) Iteration: 313 || Clusters count: 11 || Log posterior: -4217.564066458809 || Iter Time:0.007637977600097656 || Total time:9.892196416854858 Iteration: 314 || Clusters count: 11 || Log posterior: -4171.083823653349 || Iter Time:0.01119685173034668 || Total time:9.903393268585205 Loading and distributing data: 0.000124 seconds (128 allocations: 13.117 KiB) Iteration: 315 || Clusters count: 11 || Log posterior: -4162.2302903195505 || Iter Time:0.007791042327880859 || Total time:9.911184310913086 Iteration: 316 || Clusters count: 11 || Log posterior: -4138.831249241376 || Iter Time:0.011265039443969727 || Total time:9.922449350357056 Loading and 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Iteration: 671 || Clusters count: 10 || Log posterior: -4249.480238345973 || Iter Time:0.009341001510620117 || Total time:13.927359819412231 Iteration: 672 || Clusters count: 10 || Log posterior: -4213.7736630433765 || Iter Time:0.012399911880493164 || Total time:13.939759731292725 Loading and distributing data: 0.000139 seconds (129 allocations: 13.133 KiB) Iteration: 673 || Clusters count: 10 || Log posterior: -4237.828447564957 || Iter Time:0.009320974349975586 || Total time:13.9490807056427 Iteration: 674 || Clusters count: 10 || Log posterior: -4211.122153322783 || Iter Time:0.012574911117553711 || Total time:13.961655616760254 Loading and distributing data: 0.000144 seconds (129 allocations: 13.133 KiB) Iteration: 675 || Clusters count: 10 || Log posterior: -4185.432239730824 || Iter Time:0.009213924407958984 || Total time:13.970869541168213 Iteration: 676 || Clusters count: 10 || Log posterior: -4160.7096462121 || Iter Time:0.012870073318481445 || Total time:13.983739614486694 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Iteration: 743 || Clusters count: 10 || Log posterior: -4166.939832227433 || Iter Time:0.009816169738769531 || Total time:14.771042823791504 Iteration: 744 || Clusters count: 10 || Log posterior: -4138.699504002765 || Iter Time:0.013038158416748047 || Total time:14.784080982208252 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 745 || Clusters count: 10 || Log posterior: -4177.093942885403 || Iter Time:0.009492158889770508 || Total time:14.793573141098022 Iteration: 746 || Clusters count: 10 || Log posterior: -4153.210076218465 || Iter Time:0.012922048568725586 || Total time:14.806495189666748 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 747 || Clusters count: 10 || Log posterior: -4174.562894763238 || Iter Time:0.009485006332397461 || Total time:14.815980195999146 Iteration: 748 || Clusters count: 10 || Log posterior: -4130.5550149945975 || Iter Time:0.012524127960205078 || Total 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Iteration: 765 || Clusters count: 10 || Log posterior: -4172.291335679688 || Iter Time:0.009515047073364258 || Total time:15.036169290542603 Iteration: 766 || Clusters count: 10 || Log posterior: -4127.151485880526 || Iter Time:0.012712955474853516 || Total time:15.048882246017456 Loading and distributing data: 0.000135 seconds (129 allocations: 13.133 KiB) Iteration: 767 || Clusters count: 10 || Log posterior: -4137.1008018604525 || Iter Time:0.010228872299194336 || Total time:15.05911111831665 Iteration: 768 || Clusters count: 10 || Log posterior: -4098.009912678638 || Iter Time:0.012066841125488281 || Total time:15.071177959442139 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 769 || Clusters count: 10 || Log posterior: -4155.9335591036315 || Iter Time:0.008884906768798828 || Total time:15.080062866210938 Iteration: 770 || Clusters count: 10 || Log posterior: -4130.30234895176 || Iter Time:0.012040853500366211 || Total 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-4172.4639321831155 || Iter Time:0.013137102127075195 || Total time:15.389639377593994 Loading and distributing data: 0.000140 seconds (129 allocations: 13.133 KiB) Iteration: 799 || Clusters count: 10 || Log posterior: -4203.968210181228 || Iter Time:0.009227991104125977 || Total time:15.39886736869812 Iteration: 800 || Clusters count: 10 || Log posterior: -4178.420675042898 || Iter Time:0.013160943984985352 || Total time:15.412028312683105 Loading and distributing data: 0.000148 seconds (129 allocations: 13.133 KiB) Iteration: 801 || Clusters count: 11 || Log posterior: -4161.31039503043 || Iter Time:0.00995492935180664 || Total time:15.421983242034912 Iteration: 802 || Clusters count: 11 || Log posterior: -4128.3537662659 || Iter Time:0.013497114181518555 || Total time:15.43548035621643 Loading and distributing data: 0.000162 seconds (129 allocations: 13.133 KiB) Iteration: 803 || Clusters count: 11 || Log posterior: -4219.306998621973 || Iter Time:0.009996891021728516 || Total 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Iteration: 959 || Clusters count: 10 || Log posterior: -4232.620560612792 || Iter Time:0.00919795036315918 || Total time:17.27212691307068 Iteration: 960 || Clusters count: 10 || Log posterior: -4212.690593499326 || Iter Time:0.012421846389770508 || Total time:17.28454875946045 Loading and distributing data: 0.000138 seconds (129 allocations: 13.133 KiB) Iteration: 961 || Clusters count: 10 || Log posterior: -4221.190284166217 || Iter Time:0.008974790573120117 || Total time:17.29352355003357 Iteration: 962 || Clusters count: 10 || Log posterior: -4193.11708168744 || Iter Time:0.012362003326416016 || Total time:17.305885553359985 Loading and distributing data: 0.000138 seconds (129 allocations: 13.133 KiB) Iteration: 963 || Clusters count: 10 || Log posterior: -4281.929343961208 || Iter Time:0.009654998779296875 || Total time:17.315540552139282 Iteration: 964 || Clusters count: 10 || Log posterior: -4227.258922009711 || Iter Time:0.012302160263061523 || Total time:17.327842712402344 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Iteration: 998 || Clusters count: 12 || Log posterior: -3973.418619501741 || Iter Time:0.013582944869995117 || Total time:17.70126247406006 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 999 || Clusters count: 12 || Log posterior: -4023.711337015656 || Iter Time:0.009685993194580078 || Total time:17.71094846725464 Iteration: 1000 || Clusters count: 12 || Log posterior: -3993.858499587676 || Iter Time:0.013318777084350586 || Total time:17.72426724433899 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1001 || Clusters count: 12 || Log posterior: -4070.7023557843913 || Iter Time:0.01131892204284668 || Total time:17.735586166381836 Iteration: 1002 || Clusters count: 12 || Log posterior: -4009.121847041955 || Iter Time:0.015522003173828125 || Total time:17.751108169555664 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1003 || Clusters count: 12 || Log posterior: 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Iteration: 1185 || Clusters count: 12 || Log posterior: -3973.9860485821373 || Iter Time:0.011607885360717773 || Total time:20.416406631469727 Iteration: 1186 || Clusters count: 12 || Log posterior: -3934.071431445075 || Iter Time:0.01582813262939453 || Total time:20.43223476409912 Loading and distributing data: 0.000148 seconds (129 allocations: 13.133 KiB) Iteration: 1187 || Clusters count: 12 || Log posterior: -3990.339791238016 || Iter Time:0.012480974197387695 || Total time:20.44471573829651 Iteration: 1188 || Clusters count: 12 || Log posterior: -3945.2710373107475 || Iter Time:0.017078161239624023 || Total time:20.461793899536133 Loading and distributing data: 0.000164 seconds (129 allocations: 13.133 KiB) Iteration: 1189 || Clusters count: 12 || Log posterior: -3990.2214514436378 || Iter Time:0.013592958450317383 || Total time:20.47538685798645 Iteration: 1190 || Clusters count: 12 || Log posterior: -3962.1619070794895 || Iter Time:0.039047956466674805 || Total 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KiB) Iteration: 1229 || Clusters count: 12 || Log posterior: -4039.8158306288824 || Iter Time:0.011757850646972656 || Total time:21.10203218460083 Iteration: 1230 || Clusters count: 12 || Log posterior: -3993.8525095662376 || Iter Time:0.01549386978149414 || Total time:21.117526054382324 Loading and distributing data: 0.000142 seconds (129 allocations: 13.133 KiB) Iteration: 1231 || Clusters count: 12 || Log posterior: -4023.706450537005 || Iter Time:0.012511014938354492 || Total time:21.13003706932068 Iteration: 1232 || Clusters count: 12 || Log posterior: -3965.7022346596686 || Iter Time:0.01662302017211914 || Total time:21.146660089492798 Loading and distributing data: 0.000146 seconds (129 allocations: 13.133 KiB) Iteration: 1233 || Clusters count: 12 || Log posterior: -4020.6384455215893 || Iter Time:0.013159990310668945 || Total time:21.159820079803467 Iteration: 1234 || Clusters count: 12 || Log posterior: -3988.6909679031573 || Iter Time:0.016762971878051758 || Total 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KiB) Iteration: 1251 || Clusters count: 12 || Log posterior: -3963.1601197285377 || Iter Time:0.012880086898803711 || Total time:21.42358136177063 Iteration: 1252 || Clusters count: 12 || Log posterior: -3940.6612316675464 || Iter Time:0.01616501808166504 || Total time:21.439746379852295 Loading and distributing data: 0.000144 seconds (129 allocations: 13.133 KiB) Iteration: 1253 || Clusters count: 13 || Log posterior: -4042.2632771519284 || Iter Time:0.012623071670532227 || Total time:21.452369451522827 Iteration: 1254 || Clusters count: 12 || Log posterior: -3998.581848147397 || Iter Time:0.016193151473999023 || Total time:21.468562602996826 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 1255 || Clusters count: 12 || Log posterior: -4025.4684616199334 || Iter Time:0.011156797409057617 || Total time:21.479719400405884 Iteration: 1256 || Clusters count: 12 || Log posterior: -3980.537865218644 || Iter Time:0.014729976654052734 || Total 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Iteration: 1295 || Clusters count: 12 || Log posterior: -4019.534074101758 || Iter Time:0.01247406005859375 || Total time:22.064180850982666 Iteration: 1296 || Clusters count: 12 || Log posterior: -3992.443558419529 || Iter Time:0.03835415840148926 || Total time:22.102535009384155 Loading and distributing data: 0.000136 seconds (129 allocations: 13.133 KiB) Iteration: 1297 || Clusters count: 12 || Log posterior: -4020.21483365248 || Iter Time:0.012819051742553711 || Total time:22.11535406112671 Iteration: 1298 || Clusters count: 12 || Log posterior: -3962.6917548964375 || Iter Time:0.016541004180908203 || Total time:22.131895065307617 Loading and distributing data: 0.000135 seconds (129 allocations: 13.133 KiB) Iteration: 1299 || Clusters count: 12 || Log posterior: -4027.9867769635166 || Iter Time:0.01304006576538086 || Total time:22.144935131072998 Iteration: 1300 || Clusters count: 12 || Log posterior: -3977.8242610055913 || Iter Time:0.016516923904418945 || Total 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Iteration: 1317 || Clusters count: 12 || Log posterior: -3969.8634905929653 || Iter Time:0.012585163116455078 || Total time:22.39952039718628 Iteration: 1318 || Clusters count: 12 || Log posterior: -3937.3738623488025 || Iter Time:0.016615867614746094 || Total time:22.416136264801025 Loading and distributing data: 0.000135 seconds (129 allocations: 13.133 KiB) Iteration: 1319 || Clusters count: 12 || Log posterior: -4015.535988403191 || Iter Time:0.013181924819946289 || Total time:22.42931818962097 Iteration: 1320 || Clusters count: 12 || Log posterior: -3956.812292686665 || Iter Time:0.01714491844177246 || Total time:22.446463108062744 Loading and distributing data: 0.000133 seconds (129 allocations: 13.133 KiB) Iteration: 1321 || Clusters count: 12 || Log posterior: -4011.711137811317 || Iter Time:0.01306605339050293 || Total time:22.459529161453247 Iteration: 1322 || Clusters count: 12 || Log posterior: -3967.9859011197836 || Iter Time:0.017022132873535156 || Total 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|| Log posterior: -3983.3941050882236 || Iter Time:0.015197038650512695 || Total time:22.56178045272827 Loading and distributing data: 0.000141 seconds (129 allocations: 13.133 KiB) Iteration: 1329 || Clusters count: 12 || Log posterior: -3986.1022061634976 || Iter Time:0.011240959167480469 || Total time:22.573021411895752 Iteration: 1330 || Clusters count: 12 || Log posterior: -3964.6467610416785 || Iter Time:0.015633106231689453 || Total time:22.58865451812744 Loading and distributing data: 0.000239 seconds (129 allocations: 13.133 KiB) Iteration: 1331 || Clusters count: 12 || Log posterior: -4045.5827912343443 || Iter Time:0.01186990737915039 || Total time:22.600524425506592 Iteration: 1332 || Clusters count: 12 || Log posterior: -3998.273331720161 || Iter Time:0.03897500038146973 || Total time:22.63949942588806 Loading and distributing data: 0.000156 seconds (129 allocations: 13.133 KiB) Iteration: 1333 || Clusters count: 12 || Log posterior: -4049.9180739008652 || Iter 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|| Log posterior: -3940.461120071183 || Iter Time:0.011076927185058594 || Total time:24.81716513633728 Loading and distributing data: 0.000097 seconds (129 allocations: 13.133 KiB) Iteration: 1483 || Clusters count: 12 || Log posterior: -4051.179186508193 || Iter Time:0.008248090744018555 || Total time:24.8254132270813 Iteration: 1484 || Clusters count: 12 || Log posterior: -4003.1940636097042 || Iter Time:0.013479948043823242 || Total time:24.838893175125122 Loading and distributing data: 0.000137 seconds (129 allocations: 13.133 KiB) Iteration: 1485 || Clusters count: 12 || Log posterior: -4078.7356456136795 || Iter Time:0.012475967407226562 || Total time:24.85136914253235 Iteration: 1486 || Clusters count: 12 || Log posterior: -4023.1817485838405 || Iter Time:0.01593184471130371 || Total time:24.867300987243652 Loading and distributing data: 0.000136 seconds (129 allocations: 13.133 KiB) Iteration: 1487 || Clusters count: 12 || Log posterior: -4054.153573280926 || Iter 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Iteration: 1493 || Clusters count: 12 || Log posterior: -4023.3814058453463 || Iter Time:0.01231694221496582 || Total time:24.966485023498535 Iteration: 1494 || Clusters count: 12 || Log posterior: -3967.538959861167 || Iter Time:0.01669478416442871 || Total time:24.983179807662964 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1495 || Clusters count: 12 || Log posterior: -3988.6441335623595 || Iter Time:0.014438152313232422 || Total time:24.997617959976196 Iteration: 1496 || Clusters count: 12 || Log posterior: -3949.3904947118863 || Iter Time:0.017615079879760742 || Total time:25.015233039855957 Loading and distributing data: 0.000162 seconds (129 allocations: 13.133 KiB) Iteration: 1497 || Clusters count: 12 || Log posterior: -3989.0545537002663 || Iter Time:0.013735055923461914 || Total time:25.02896809577942 Iteration: 1498 || Clusters count: 12 || Log posterior: -3966.5560542661274 || Iter Time:0.015438079833984375 || Total 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12 || Log posterior: -4000.8714685999316 || Iter Time:0.014837980270385742 || Total time:25.439833402633667 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1527 || Clusters count: 12 || Log posterior: -4024.1333681034207 || Iter Time:0.011155128479003906 || Total time:25.45098853111267 Iteration: 1528 || Clusters count: 12 || Log posterior: -3989.7229562700886 || Iter Time:0.015455007553100586 || Total time:25.46644353866577 Loading and distributing data: 0.000147 seconds (129 allocations: 13.133 KiB) Iteration: 1529 || Clusters count: 12 || Log posterior: -4060.986828997068 || Iter Time:0.012336015701293945 || Total time:25.478779554367065 Iteration: 1530 || Clusters count: 12 || Log posterior: -4003.1862219581694 || Iter Time:0.015023946762084961 || Total time:25.49380350112915 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1531 || Clusters count: 12 || Log posterior: -4073.9432717521795 || Iter 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Iteration: 1691 || Clusters count: 12 || Log posterior: -4021.866617402225 || Iter Time:0.01197504997253418 || Total time:27.78972363471985 Iteration: 1692 || Clusters count: 12 || Log posterior: -3980.582494307014 || Iter Time:0.016154050827026367 || Total time:27.805877685546875 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 1693 || Clusters count: 12 || Log posterior: -4038.640889406776 || Iter Time:0.01279902458190918 || Total time:27.818676710128784 Iteration: 1694 || Clusters count: 12 || Log posterior: -3983.7290686370357 || Iter Time:0.016417980194091797 || Total time:27.835094690322876 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1695 || Clusters count: 12 || Log posterior: -4033.8730997838575 || Iter Time:0.01273798942565918 || Total time:27.847832679748535 Iteration: 1696 || Clusters count: 12 || Log posterior: -4002.486387888223 || Iter Time:0.01611804962158203 || Total 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Iteration: 1845 || Clusters count: 12 || Log posterior: -4048.1440401212017 || Iter Time:0.01061701774597168 || Total time:29.907054662704468 Iteration: 1846 || Clusters count: 12 || Log posterior: -3998.608480625213 || Iter Time:0.014552831649780273 || Total time:29.921607494354248 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1847 || Clusters count: 12 || Log posterior: -4034.5781850062685 || Iter Time:0.010921001434326172 || Total time:29.932528495788574 Iteration: 1848 || Clusters count: 12 || Log posterior: -3993.358872624305 || Iter Time:0.014265060424804688 || Total time:29.94679355621338 Loading and distributing data: 0.000107 seconds (129 allocations: 13.133 KiB) Iteration: 1849 || Clusters count: 12 || Log posterior: -4032.687867552795 || Iter Time:0.010321855545043945 || Total time:29.957115411758423 Iteration: 1850 || Clusters count: 12 || Log posterior: -3970.761917313982 || Iter Time:0.014868974685668945 || Total 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count: 12 || Log posterior: -4016.1094467998137 || Iter Time:0.015113115310668945 || Total time:30.048805475234985 Loading and distributing data: 0.000119 seconds (129 allocations: 13.133 KiB) Iteration: 1857 || Clusters count: 12 || Log posterior: -4008.955440647068 || Iter Time:0.011161088943481445 || Total time:30.059966564178467 Iteration: 1858 || Clusters count: 12 || Log posterior: -3983.468628083948 || Iter Time:0.014617919921875 || Total time:30.074584484100342 Loading and distributing data: 0.000140 seconds (129 allocations: 13.133 KiB) Iteration: 1859 || Clusters count: 12 || Log posterior: -4042.838943471299 || Iter Time:0.010998964309692383 || Total time:30.085583448410034 Iteration: 1860 || Clusters count: 12 || Log posterior: -3989.5622020212527 || Iter Time:0.01422119140625 || Total time:30.099804639816284 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1861 || Clusters count: 12 || Log posterior: -4048.485670737455 || Iter 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KiB) Iteration: 1867 || Clusters count: 13 || Log posterior: -4055.335517237584 || Iter Time:0.010398149490356445 || Total time:30.2104332447052 Iteration: 1868 || Clusters count: 12 || Log posterior: -3998.237184000891 || Iter Time:0.014123916625976562 || Total time:30.224557161331177 Loading and distributing data: 0.000110 seconds (129 allocations: 13.133 KiB) Iteration: 1869 || Clusters count: 12 || Log posterior: -4007.968153054927 || Iter Time:0.009734869003295898 || Total time:30.234292030334473 Iteration: 1870 || Clusters count: 12 || Log posterior: -3980.4716499902606 || Iter Time:0.014072179794311523 || Total time:30.248364210128784 Loading and distributing data: 0.000113 seconds (129 allocations: 13.133 KiB) Iteration: 1871 || Clusters count: 12 || Log posterior: -3983.814857509656 || Iter Time:0.009656906127929688 || Total time:30.258021116256714 Iteration: 1872 || Clusters count: 12 || Log posterior: -3950.029628804833 || Iter Time:0.013453006744384766 || Total 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count: 12 || Log posterior: -3968.370248577718 || Iter Time:0.014369964599609375 || Total time:30.343080282211304 Loading and distributing data: 0.000115 seconds (129 allocations: 13.133 KiB) Iteration: 1879 || Clusters count: 12 || Log posterior: -4018.4655959851043 || Iter Time:0.010541915893554688 || Total time:30.35362219810486 Iteration: 1880 || Clusters count: 12 || Log posterior: -3966.974777048967 || Iter Time:0.01409602165222168 || Total time:30.36771821975708 Loading and distributing data: 0.000114 seconds (129 allocations: 13.133 KiB) Iteration: 1881 || Clusters count: 12 || Log posterior: -4048.173901389563 || Iter Time:0.01101994514465332 || Total time:30.378738164901733 Iteration: 1882 || Clusters count: 12 || Log posterior: -3993.918203769136 || Iter Time:0.01391291618347168 || Total time:30.392651081085205 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1883 || Clusters count: 12 || Log posterior: -4013.1226072470786 || Iter Time:0.010723114013671875 || Total time:30.403374195098877 Iteration: 1884 || Clusters count: 12 || Log posterior: -3978.377175688379 || Iter Time:0.014479875564575195 || Total time:30.417854070663452 Loading and distributing data: 0.000113 seconds (129 allocations: 13.133 KiB) Iteration: 1885 || Clusters count: 12 || Log posterior: -4012.4993166782115 || Iter Time:0.011044025421142578 || Total time:30.428898096084595 Iteration: 1886 || Clusters count: 12 || Log posterior: -3976.393870433548 || Iter Time:0.015007972717285156 || Total time:30.44390606880188 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 1887 || Clusters count: 12 || Log posterior: -4006.2242175455312 || Iter Time:0.011433839797973633 || Total time:30.455339908599854 Iteration: 1888 || Clusters count: 12 || Log posterior: -3963.5481719861264 || Iter Time:0.014545917510986328 || Total time:30.46988582611084 Loading and distributing data: 0.000136 seconds (129 allocations: 13.133 KiB) Iteration: 1889 || Clusters count: 12 || Log posterior: -3997.149518993812 || Iter Time:0.011433124542236328 || Total time:30.481318950653076 Iteration: 1890 || Clusters count: 12 || Log posterior: -3969.3255034060653 || Iter Time:0.015395164489746094 || Total time:30.496714115142822 Loading and distributing data: 0.000117 seconds (129 allocations: 13.133 KiB) Iteration: 1891 || Clusters count: 12 || Log posterior: -4022.804977504927 || Iter Time:0.011416912078857422 || Total time:30.50813102722168 Iteration: 1892 || Clusters count: 12 || Log posterior: -3992.9155766544905 || Iter Time:0.014497995376586914 || Total time:30.522629022598267 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1893 || Clusters count: 12 || Log posterior: -4061.4630864811093 || Iter Time:0.011425018310546875 || Total time:30.534054040908813 Iteration: 1894 || Clusters count: 12 || Log posterior: -4023.590548235149 || Iter Time:0.014652013778686523 || Total time:30.5487060546875 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1895 || Clusters count: 12 || Log posterior: -4044.628705436676 || Iter Time:0.011331796646118164 || Total time:30.560037851333618 Iteration: 1896 || Clusters count: 12 || Log posterior: -3994.8120211617997 || Iter Time:0.014795064926147461 || Total time:30.574832916259766 Loading and distributing data: 0.000115 seconds (129 allocations: 13.133 KiB) Iteration: 1897 || Clusters count: 12 || Log posterior: -4035.1324395789893 || Iter Time:0.01061701774597168 || Total time:30.585449934005737 Iteration: 1898 || Clusters count: 12 || Log posterior: -3976.7969964053063 || Iter Time:0.014829874038696289 || Total time:30.600279808044434 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1899 || Clusters count: 12 || Log posterior: -3997.8181270242376 || Iter Time:0.011408090591430664 || Total time:30.611687898635864 Iteration: 1900 || Clusters count: 12 || Log posterior: -3968.026562969359 || Iter Time:0.014887094497680664 || Total time:30.626574993133545 Loading and distributing data: 0.000119 seconds (129 allocations: 13.133 KiB) Iteration: 1901 || Clusters count: 12 || Log posterior: -4012.41683121155 || Iter Time:0.011157035827636719 || Total time:30.63773202896118 Iteration: 1902 || Clusters count: 12 || Log posterior: -3982.9405357996675 || Iter Time:0.014081001281738281 || Total time:30.65181303024292 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1903 || Clusters count: 12 || Log posterior: -4039.1499431940133 || Iter Time:0.033950090408325195 || Total time:30.685763120651245 Iteration: 1904 || Clusters count: 12 || Log posterior: -3997.017044728796 || Iter Time:0.014300107955932617 || Total time:30.700063228607178 Loading and distributing data: 0.000113 seconds (129 allocations: 13.133 KiB) Iteration: 1905 || Clusters count: 12 || Log posterior: -4041.162453258021 || Iter Time:0.011421918869018555 || Total time:30.711485147476196 Iteration: 1906 || Clusters count: 12 || Log posterior: -3995.6827727999894 || Iter Time:0.014673948287963867 || Total time:30.72615909576416 Loading and distributing data: 0.000109 seconds (129 allocations: 13.133 KiB) Iteration: 1907 || Clusters count: 12 || Log posterior: -4006.7580150329445 || Iter Time:0.011197090148925781 || Total time:30.737356185913086 Iteration: 1908 || Clusters count: 12 || Log posterior: -3939.1796617871746 || Iter Time:0.015087127685546875 || Total time:30.752443313598633 Loading and distributing data: 0.000115 seconds (129 allocations: 13.133 KiB) Iteration: 1909 || Clusters count: 12 || Log posterior: -3957.441009336486 || Iter Time:0.011245965957641602 || Total time:30.763689279556274 Iteration: 1910 || Clusters count: 12 || Log posterior: -3918.7193084813534 || Iter Time:0.014394044876098633 || Total time:30.778083324432373 Loading and distributing data: 0.000111 seconds (129 allocations: 13.133 KiB) Iteration: 1911 || Clusters count: 12 || Log posterior: -4029.0893646047907 || Iter Time:0.010856151580810547 || Total time:30.788939476013184 Iteration: 1912 || Clusters count: 12 || Log posterior: -3987.2316772930812 || Iter Time:0.014770030975341797 || Total time:30.803709506988525 Loading and distributing data: 0.000117 seconds (129 allocations: 13.133 KiB) Iteration: 1913 || Clusters count: 12 || Log posterior: -4045.220260241125 || Iter Time:0.010957002639770508 || Total time:30.814666509628296 Iteration: 1914 || Clusters count: 12 || Log posterior: -3997.3496862614156 || Iter Time:0.014767885208129883 || Total time:30.829434394836426 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1915 || Clusters count: 12 || Log posterior: -4015.4140923572004 || Iter Time:0.011472940444946289 || Total time:30.840907335281372 Iteration: 1916 || Clusters count: 12 || Log posterior: -3974.3220435587864 || Iter Time:0.01470804214477539 || Total time:30.855615377426147 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1917 || Clusters count: 12 || Log posterior: -4036.284839529801 || Iter Time:0.010766029357910156 || Total time:30.866381406784058 Iteration: 1918 || Clusters count: 12 || Log posterior: -3977.7837362883115 || Iter Time:0.014626026153564453 || Total time:30.881007432937622 Loading and distributing data: 0.000120 seconds (129 allocations: 13.133 KiB) Iteration: 1919 || Clusters count: 12 || Log posterior: -4039.794337104511 || Iter Time:0.010725975036621094 || Total time:30.891733407974243 Iteration: 1920 || Clusters count: 12 || Log posterior: -3985.437775390628 || Iter Time:0.014719009399414062 || Total time:30.906452417373657 Loading and distributing data: 0.000141 seconds (129 allocations: 13.133 KiB) Iteration: 1921 || Clusters count: 12 || Log posterior: -4040.773760981416 || Iter Time:0.01120901107788086 || Total time:30.917661428451538 Iteration: 1922 || Clusters count: 12 || Log posterior: -3983.7508521644954 || Iter Time:0.014641046524047852 || Total time:30.932302474975586 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1923 || Clusters count: 12 || Log posterior: -4043.4709811743705 || Iter Time:0.011600017547607422 || Total time:30.943902492523193 Iteration: 1924 || Clusters count: 12 || Log posterior: -4002.5261820256 || Iter Time:0.01498103141784668 || Total time:30.95888352394104 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1925 || Clusters count: 12 || Log posterior: -4035.829124548236 || Iter Time:0.011559009552001953 || Total time:30.970442533493042 Iteration: 1926 || Clusters count: 12 || Log posterior: -3980.6070452485974 || Iter Time:0.014667034149169922 || Total time:30.985109567642212 Loading and distributing data: 0.000105 seconds (129 allocations: 13.133 KiB) Iteration: 1927 || Clusters count: 12 || Log posterior: -4008.727614010499 || Iter Time:0.011439800262451172 || Total time:30.996549367904663 Iteration: 1928 || Clusters count: 12 || Log posterior: -3950.8987527276918 || Iter Time:0.014946937561035156 || Total time:31.0114963054657 Loading and distributing data: 0.000119 seconds (129 allocations: 13.133 KiB) Iteration: 1929 || Clusters count: 12 || Log posterior: -4009.919242286852 || Iter Time:0.011240005493164062 || Total time:31.022736310958862 Iteration: 1930 || Clusters count: 12 || Log posterior: -3975.095429416143 || Iter Time:0.014708995819091797 || Total time:31.037445306777954 Loading and distributing data: 0.000109 seconds (129 allocations: 13.133 KiB) Iteration: 1931 || Clusters count: 12 || Log posterior: -4028.3472627429264 || Iter Time:0.011063098907470703 || Total time:31.048508405685425 Iteration: 1932 || Clusters count: 12 || Log posterior: -3991.429602255237 || Iter Time:0.014477014541625977 || Total time:31.06298542022705 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1933 || Clusters count: 12 || Log posterior: -4055.71823404586 || Iter Time:0.010232925415039062 || Total time:31.07321834564209 Iteration: 1934 || Clusters count: 12 || Log posterior: -4032.771226904215 || Iter Time:0.013566017150878906 || Total time:31.08678436279297 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1935 || Clusters count: 12 || Log posterior: -4072.6644919693754 || Iter Time:0.010090112686157227 || Total time:31.096874475479126 Iteration: 1936 || Clusters count: 12 || Log posterior: -4016.98400365492 || Iter Time:0.013181924819946289 || Total time:31.110056400299072 Loading and distributing data: 0.000112 seconds (129 allocations: 13.133 KiB) Iteration: 1937 || Clusters count: 12 || Log posterior: -4057.9900464948596 || Iter Time:0.0103759765625 || Total time:31.120432376861572 Iteration: 1938 || Clusters count: 12 || Log posterior: -4014.8745185916105 || Iter Time:0.013853073120117188 || Total time:31.13428544998169 Loading and distributing data: 0.000134 seconds (129 allocations: 13.133 KiB) Iteration: 1939 || Clusters count: 12 || Log posterior: -4023.2882623665246 || Iter Time:0.010332107543945312 || Total time:31.144617557525635 Iteration: 1940 || Clusters count: 12 || Log posterior: -3985.6135922622107 || Iter Time:0.013777971267700195 || Total time:31.158395528793335 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1941 || Clusters count: 12 || Log posterior: -4017.602162521267 || Iter Time:0.011433839797973633 || Total time:31.16982936859131 Iteration: 1942 || Clusters count: 12 || Log posterior: -3967.6286864114604 || Iter Time:0.014678001403808594 || Total time:31.184507369995117 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1943 || Clusters count: 12 || Log posterior: -3963.885652170998 || Iter Time:0.03677082061767578 || Total time:31.221278190612793 Iteration: 1944 || Clusters count: 12 || Log posterior: -3935.324169924783 || Iter Time:0.014657974243164062 || Total time:31.235936164855957 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1945 || Clusters count: 12 || Log posterior: -3959.7714074865808 || Iter Time:0.010478973388671875 || Total time:31.24641513824463 Iteration: 1946 || Clusters count: 12 || Log posterior: -3935.3311323644043 || Iter Time:0.014851093292236328 || Total time:31.261266231536865 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1947 || Clusters count: 12 || Log posterior: -4001.8669171285105 || Iter Time:0.011940956115722656 || Total time:31.273207187652588 Iteration: 1948 || Clusters count: 12 || Log posterior: -3961.8897783645966 || Iter Time:0.015050888061523438 || Total time:31.28825807571411 Loading and distributing data: 0.000120 seconds (129 allocations: 13.133 KiB) Iteration: 1949 || Clusters count: 12 || Log posterior: -4012.900903575836 || Iter Time:0.011306047439575195 || Total time:31.299564123153687 Iteration: 1950 || Clusters count: 12 || Log posterior: -3988.045639617981 || Iter Time:0.014786958694458008 || Total time:31.314351081848145 Loading and distributing data: 0.000115 seconds (129 allocations: 13.133 KiB) Iteration: 1951 || Clusters count: 12 || Log posterior: -3979.746463162218 || Iter Time:0.010762929916381836 || Total time:31.325114011764526 Iteration: 1952 || Clusters count: 12 || Log posterior: -3954.4791793054187 || Iter Time:0.014629125595092773 || Total time:31.33974313735962 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 1953 || Clusters count: 12 || Log posterior: -4018.980071364622 || Iter Time:0.011385917663574219 || Total time:31.351129055023193 Iteration: 1954 || Clusters count: 12 || Log posterior: -3989.995265686024 || Iter Time:0.014740943908691406 || Total time:31.365869998931885 Loading and distributing data: 0.000114 seconds (129 allocations: 13.133 KiB) Iteration: 1955 || Clusters count: 12 || Log posterior: -4018.101459167181 || Iter Time:0.011729001998901367 || Total time:31.377599000930786 Iteration: 1956 || Clusters count: 12 || Log posterior: -3974.075367646025 || Iter Time:0.014974117279052734 || Total time:31.39257311820984 Loading and distributing data: 0.000111 seconds (129 allocations: 13.133 KiB) Iteration: 1957 || Clusters count: 12 || Log posterior: -3994.561692293819 || Iter Time:0.011368989944458008 || Total time:31.403942108154297 Iteration: 1958 || Clusters count: 12 || Log posterior: -3964.625849751622 || Iter Time:0.01598191261291504 || Total time:31.419924020767212 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1959 || Clusters count: 12 || Log posterior: -4010.6324974730583 || Iter Time:0.012452840805053711 || Total time:31.432376861572266 Iteration: 1960 || Clusters count: 12 || Log posterior: -3983.497140382891 || Iter Time:0.016338825225830078 || Total time:31.448715686798096 Loading and distributing data: 0.000141 seconds (129 allocations: 13.133 KiB) Iteration: 1961 || Clusters count: 12 || Log posterior: -4010.9301383709258 || Iter Time:0.012463092803955078 || Total time:31.46117877960205 Iteration: 1962 || Clusters count: 12 || Log posterior: -3960.5675118375902 || Iter Time:0.01623702049255371 || Total time:31.477415800094604 Loading and distributing data: 0.000134 seconds (129 allocations: 13.133 KiB) Iteration: 1963 || Clusters count: 12 || Log posterior: -4012.7436678629097 || Iter Time:0.012214183807373047 || Total time:31.489629983901978 Iteration: 1964 || Clusters count: 12 || Log posterior: -3975.8963713161875 || Iter Time:0.016206026077270508 || Total time:31.505836009979248 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 1965 || Clusters count: 12 || Log posterior: -4037.1156631401245 || Iter Time:0.012492895126342773 || Total time:31.51832890510559 Iteration: 1966 || Clusters count: 12 || Log posterior: -4000.1688709867567 || Iter Time:0.016412973403930664 || Total time:31.53474187850952 Loading and distributing data: 0.000134 seconds (129 allocations: 13.133 KiB) Iteration: 1967 || Clusters count: 12 || Log posterior: -4030.910637184956 || Iter Time:0.012739896774291992 || Total time:31.547481775283813 Iteration: 1968 || Clusters count: 12 || Log posterior: -3990.1661779448314 || Iter Time:0.016366004943847656 || Total time:31.56384778022766 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 1969 || Clusters count: 12 || Log posterior: -4043.8932458750683 || Iter Time:0.012914896011352539 || Total time:31.576762676239014 Iteration: 1970 || Clusters count: 12 || Log posterior: -3990.073944831085 || Iter Time:0.016865015029907227 || Total time:31.59362769126892 Loading and distributing data: 0.000140 seconds (129 allocations: 13.133 KiB) Iteration: 1971 || Clusters count: 12 || Log posterior: -3981.5886050961744 || Iter Time:0.012974023818969727 || Total time:31.60660171508789 Iteration: 1972 || Clusters count: 12 || Log posterior: -3952.1718122902707 || Iter Time:0.016169071197509766 || Total time:31.6227707862854 Loading and distributing data: 0.000133 seconds (129 allocations: 13.133 KiB) Iteration: 1973 || Clusters count: 12 || Log posterior: -3932.116115088493 || Iter Time:0.012958049774169922 || Total time:31.63572883605957 Iteration: 1974 || Clusters count: 12 || Log posterior: -3907.487605391566 || Iter Time:0.016093015670776367 || Total time:31.651821851730347 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1975 || Clusters count: 12 || Log posterior: -3933.1042835256726 || Iter Time:0.011902809143066406 || Total time:31.663724660873413 Iteration: 1976 || Clusters count: 12 || Log posterior: -3895.101125694509 || Iter Time:0.015294075012207031 || Total time:31.67901873588562 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1977 || Clusters count: 12 || Log posterior: -4018.6832136250437 || Iter Time:0.011801004409790039 || Total time:31.69081974029541 Iteration: 1978 || Clusters count: 12 || Log posterior: -3975.2634883397905 || Iter Time:0.015984058380126953 || Total time:31.706803798675537 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 1979 || Clusters count: 12 || Log posterior: -4018.3961999423427 || Iter Time:0.011609077453613281 || Total time:31.71841287612915 Iteration: 1980 || Clusters count: 12 || Log posterior: -3968.745133118877 || Iter Time:0.016023874282836914 || Total time:31.734436750411987 Loading and distributing data: 0.000139 seconds (129 allocations: 13.133 KiB) Iteration: 1981 || Clusters count: 12 || Log posterior: -4058.126693290589 || Iter Time:0.011952877044677734 || Total time:31.746389627456665 Iteration: 1982 || Clusters count: 12 || Log posterior: -3999.0674752120954 || Iter Time:0.01602911949157715 || Total time:31.762418746948242 Loading and distributing data: 0.000141 seconds (129 allocations: 13.133 KiB) Iteration: 1983 || Clusters count: 12 || Log posterior: -3980.366420391888 || Iter Time:0.012247085571289062 || Total time:31.77466583251953 Iteration: 1984 || Clusters count: 12 || Log posterior: -3953.0115937936266 || Iter Time:0.04214000701904297 || Total time:31.816805839538574 Loading and distributing data: 0.000149 seconds (129 allocations: 13.133 KiB) Iteration: 1985 || Clusters count: 12 || Log posterior: -3980.428078962685 || Iter Time:0.011934995651245117 || Total time:31.82874083518982 Iteration: 1986 || Clusters count: 12 || Log posterior: -3950.206132637381 || Iter Time:0.016952037811279297 || Total time:31.8456928730011 Loading and distributing data: 0.000155 seconds (129 allocations: 13.133 KiB) Iteration: 1987 || Clusters count: 12 || Log posterior: -4050.8587954554337 || Iter Time:0.012560844421386719 || Total time:31.858253717422485 Iteration: 1988 || Clusters count: 12 || Log posterior: -4013.339158531309 || Iter Time:0.015832901000976562 || Total time:31.874086618423462 Loading and distributing data: 0.000134 seconds (129 allocations: 13.133 KiB) Iteration: 1989 || Clusters count: 12 || Log posterior: -4038.3526480756814 || Iter Time:0.012096881866455078 || Total time:31.886183500289917 Iteration: 1990 || Clusters count: 12 || Log posterior: -3987.3864277559655 || Iter Time:0.01595616340637207 || Total time:31.90213966369629 Loading and distributing data: 0.000138 seconds (129 allocations: 13.133 KiB) Iteration: 1991 || Clusters count: 12 || Log posterior: -4040.7607269690093 || Iter Time:0.01222991943359375 || Total time:31.914369583129883 Iteration: 1992 || Clusters count: 12 || Log posterior: -3969.4250812505243 || Iter Time:0.015993118286132812 || Total time:31.930362701416016 Loading and distributing data: 0.000159 seconds (129 allocations: 13.133 KiB) Iteration: 1993 || Clusters count: 12 || Log posterior: -4021.5392117954702 || Iter Time:0.012004852294921875 || Total time:31.942367553710938 Iteration: 1994 || Clusters count: 12 || Log posterior: -3987.211775229622 || Iter Time:0.01724386215209961 || Total time:31.959611415863037 Loading and distributing data: 0.000134 seconds (129 allocations: 13.133 KiB) Iteration: 1995 || Clusters count: 12 || Log posterior: -3943.1229590891385 || Iter Time:0.01231694221496582 || Total time:31.971928358078003 Iteration: 1996 || Clusters count: 12 || Log posterior: -3914.131222787353 || Iter Time:0.016108036041259766 || Total time:31.988036394119263 Loading and distributing data: 0.000145 seconds (129 allocations: 13.133 KiB) Iteration: 1997 || Clusters count: 12 || Log posterior: -4013.320484371035 || Iter Time:0.012649059295654297 || Total time:32.00068545341492 Iteration: 1998 || Clusters count: 12 || Log posterior: -3958.695187214319 || Iter Time:0.016722917556762695 || Total time:32.01740837097168 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 1999 || Clusters count: 12 || Log posterior: -3965.4373526072254 || Iter Time:0.012273073196411133 || Total time:32.02968144416809 Iteration: 2000 || Clusters count: 12 || Log posterior: -3939.1172126002402 || Iter Time:0.015158891677856445 || Total time:32.04484033584595 Loading and distributing data: 0.000140 seconds (129 allocations: 13.133 KiB) Iteration: 2001 || Clusters count: 12 || Log posterior: -3976.422370450643 || Iter Time:0.011573076248168945 || Total time:32.056413412094116 Iteration: 2002 || Clusters count: 12 || Log posterior: -3950.6175060579862 || Iter Time:0.015674114227294922 || Total time:32.07208752632141 Loading and distributing data: 0.000134 seconds (129 allocations: 13.133 KiB) Iteration: 2003 || Clusters count: 12 || Log posterior: -3986.0779361788204 || Iter Time:0.011790990829467773 || Total time:32.08387851715088 Iteration: 2004 || Clusters count: 12 || Log posterior: -3930.0525869356206 || Iter Time:0.015236854553222656 || Total time:32.0991153717041 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 2005 || Clusters count: 12 || Log posterior: -3958.9068714693017 || Iter Time:0.011634111404418945 || Total time:32.11074948310852 Iteration: 2006 || Clusters count: 12 || Log posterior: -3919.575426724251 || Iter Time:0.015836000442504883 || Total time:32.126585483551025 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 2007 || Clusters count: 12 || Log posterior: -3982.3993762494074 || Iter Time:0.0118560791015625 || Total time:32.13844156265259 Iteration: 2008 || Clusters count: 12 || Log posterior: -3938.6373647289533 || Iter Time:0.015518903732299805 || Total time:32.15396046638489 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 2009 || Clusters count: 12 || Log posterior: -4034.9698149169676 || Iter Time:0.012747049331665039 || Total time:32.16670751571655 Iteration: 2010 || Clusters count: 12 || Log posterior: -3977.149645431527 || Iter Time:0.015892982482910156 || Total time:32.18260049819946 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 2011 || Clusters count: 12 || Log posterior: -3986.340042711145 || Iter Time:0.012948989868164062 || Total time:32.19554948806763 Iteration: 2012 || Clusters count: 12 || Log posterior: -3944.5563138589714 || Iter Time:0.016451120376586914 || Total time:32.212000608444214 Loading and distributing data: 0.000117 seconds (129 allocations: 13.133 KiB) Iteration: 2013 || Clusters count: 12 || Log posterior: -3995.619596331399 || Iter Time:0.012276887893676758 || Total time:32.22427749633789 Iteration: 2014 || Clusters count: 12 || Log posterior: -3959.123539770394 || Iter Time:0.016165971755981445 || Total time:32.24044346809387 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 2015 || Clusters count: 12 || Log posterior: -4016.0249342433617 || Iter Time:0.01246500015258789 || Total time:32.25290846824646 Iteration: 2016 || Clusters count: 12 || Log posterior: -3976.9341368701666 || Iter Time:0.01620006561279297 || Total time:32.26910853385925 Loading and distributing data: 0.000120 seconds (129 allocations: 13.133 KiB) Iteration: 2017 || Clusters count: 12 || Log posterior: -4027.2238371930443 || Iter Time:0.012583017349243164 || Total time:32.281691551208496 Iteration: 2018 || Clusters count: 12 || Log posterior: -3976.9806648172844 || Iter Time:0.015358924865722656 || Total time:32.29705047607422 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 2019 || Clusters count: 12 || Log posterior: -3993.2372808661858 || Iter Time:0.011703968048095703 || Total time:32.308754444122314 Iteration: 2020 || Clusters count: 12 || Log posterior: -3956.8028272904116 || Iter Time:0.015578031539916992 || Total time:32.32433247566223 Loading and distributing data: 0.000134 seconds (129 allocations: 13.133 KiB) Iteration: 2021 || Clusters count: 12 || Log posterior: -4037.275362278314 || Iter Time:0.013124942779541016 || Total time:32.33745741844177 Iteration: 2022 || Clusters count: 12 || Log posterior: -3993.5317672316037 || Iter Time:0.016131162643432617 || Total time:32.353588581085205 Loading and distributing data: 0.000141 seconds (129 allocations: 13.133 KiB) Iteration: 2023 || Clusters count: 12 || Log posterior: -4045.9697271297055 || Iter Time:0.012171030044555664 || Total time:32.36575961112976 Iteration: 2024 || Clusters count: 12 || Log posterior: -3992.652817915521 || Iter Time:0.01562190055847168 || Total time:32.38138151168823 Loading and distributing data: 0.000158 seconds (129 allocations: 13.133 KiB) Iteration: 2025 || Clusters count: 12 || Log posterior: -3963.688532560145 || Iter Time:0.011736154556274414 || Total time:32.39311766624451 Iteration: 2026 || Clusters count: 12 || Log posterior: -3942.3673417963155 || Iter Time:0.042305946350097656 || Total time:32.435423612594604 Loading and distributing data: 0.000138 seconds (129 allocations: 13.133 KiB) Iteration: 2027 || Clusters count: 12 || Log posterior: -4043.842336611262 || Iter Time:0.012579202651977539 || Total time:32.44800281524658 Iteration: 2028 || Clusters count: 12 || Log posterior: -3987.113047873844 || Iter Time:0.016749143600463867 || Total time:32.464751958847046 Avg NMI: 0.7860196275398028 Full NMI: 0.740318147123923 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m20.0s Testing DPMMSubClustersStreaming tests passed Testing completed after 193.57s PkgEval succeeded after 349.01s