Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.759 (3bb7518b04*) started at 2025-06-19T18:13:10.381 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.35s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.1 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.2 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.21 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.14.1+1 [e37daf67] + LibGit2_jll v1.9.0+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.5.20 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.12.0+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.39s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 144.88s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_fo1MyS/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_fo1MyS/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.1 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.2 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.21 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.14.1+1 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.12.0+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.545664 seconds (1.22 M allocations: 70.911 MiB, 99.92% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233142.10048629093 || Iter Time:17.272948026657104 || Total time:17.272948026657104 Iteration: 1 || Clusters count: 1 || Log posterior: -233142.10048629093 || Iter Time:0.0060749053955078125 || Total time:17.279022932052612 Iteration: 2 || Clusters count: 1 || Log posterior: -233142.10048629093 || Iter Time:0.005774021148681641 || Total time:17.284796953201294 Iteration: 3 || Clusters count: 1 || Log posterior: -233142.10048629093 || Iter Time:0.0058209896087646484 || Total time:17.29061794281006 Iteration: 4 || Clusters count: 1 || Log posterior: -233142.10048629093 || Iter Time:0.005523204803466797 || Total time:17.296141147613525 Iteration: 5 || Clusters count: 1 || Log posterior: -233142.10048629093 || Iter Time:0.01607799530029297 || Total time:17.31221914291382 Iteration: 6 || Clusters count: 1 || Log posterior: -233142.10048629093 || Iter Time:0.005326986312866211 || Total time:17.317546129226685 Iteration: 7 || Clusters count: 1 || Log posterior: -233142.10048629093 || Iter Time:0.0055980682373046875 || Total time:17.32314419746399 Iteration: 8 || Clusters count: 1 || Log posterior: -233142.10048629093 || Iter Time:0.005617856979370117 || Total time:17.32876205444336 Iteration: 9 || Clusters count: 1 || Log posterior: -233142.10048629093 || Iter Time:0.0056760311126708984 || Total time:17.33443808555603 Iteration: 10 || Clusters count: 1 || Log posterior: -233142.10048629093 || Iter Time:0.005764007568359375 || Total time:17.34020209312439 Iteration: 11 || Clusters count: 1 || Log posterior: -233142.10048629093 || Iter Time:0.0057260990142822266 || Total time:17.345928192138672 Iteration: 12 || Clusters count: 1 || Log posterior: -233142.10048629093 || Iter Time:0.005908966064453125 || Total time:17.351837158203125 Iteration: 13 || Clusters count: 2 || Log posterior: -232709.83736300404 || Iter Time:3.853938102722168 || Total time:21.205775260925293 Iteration: 14 || Clusters count: 2 || Log posterior: -232624.07749972126 || Iter Time:0.0057680606842041016 || Total time:21.211543321609497 Iteration: 15 || Clusters count: 2 || Log posterior: -232586.53314704043 || Iter Time:0.005627870559692383 || Total time:21.21717119216919 Iteration: 16 || Clusters count: 2 || Log posterior: -232581.23627204043 || Iter Time:0.00569605827331543 || Total time:21.222867250442505 Iteration: 17 || Clusters count: 2 || Log posterior: -232546.33721623546 || Iter Time:0.005758047103881836 || Total time:21.228625297546387 Iteration: 18 || Clusters count: 2 || Log posterior: -232535.42763161447 || Iter Time:0.0058858394622802734 || Total time:21.234511137008667 Iteration: 19 || Clusters count: 2 || Log posterior: -232525.96953552848 || Iter Time:0.005856990814208984 || Total time:21.240368127822876 Iteration: 20 || Clusters count: 2 || Log posterior: -232477.78715232696 || Iter Time:3.4208221435546875 || Total time:24.661190271377563 Loading and distributing data: 0.000905 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232621.85569053757 || Iter Time:0.03160715103149414 || Total time:24.692797422409058 Iteration: 22 || Clusters count: 2 || Log posterior: -232595.46807421788 || Iter Time:0.005889177322387695 || Total time:24.698686599731445 Iteration: 23 || Clusters count: 2 || Log posterior: -232590.25318368478 || Iter Time:0.006027936935424805 || Total time:24.70471453666687 Iteration: 24 || Clusters count: 2 || Log posterior: -232589.75428903973 || Iter Time:0.00586700439453125 || Total time:24.7105815410614 Iteration: 25 || Clusters count: 2 || Log posterior: -232579.01600778973 || Iter Time:0.005857944488525391 || Total time:24.716439485549927 Iteration: 26 || Clusters count: 2 || Log posterior: -232589.0302303741 || Iter Time:0.005900144577026367 || Total time:24.722339630126953 Iteration: 27 || Clusters count: 2 || Log posterior: -232599.15272653973 || Iter Time:0.0057451725006103516 || Total time:24.728084802627563 Iteration: 28 || Clusters count: 3 || Log posterior: -232216.87211998625 || Iter Time:0.007417917251586914 || Total time:24.73550271987915 Iteration: 29 || Clusters count: 3 || Log posterior: -232146.7686421744 || Iter Time:0.0061838626861572266 || Total time:24.741686582565308 Iteration: 30 || Clusters count: 3 || Log posterior: -232147.7048168952 || Iter Time:0.006006956100463867 || Total time:24.74769353866577 Iteration: 31 || Clusters count: 3 || Log posterior: -232129.6517302734 || Iter Time:0.006097078323364258 || Total time:24.753790616989136 Iteration: 32 || Clusters count: 3 || Log posterior: -232147.54240943326 || Iter Time:0.006170034408569336 || Total time:24.759960651397705 Iteration: 33 || Clusters count: 3 || Log posterior: -232138.09319068326 || Iter Time:0.006193876266479492 || Total time:24.766154527664185 Iteration: 34 || Clusters count: 4 || Log posterior: -231638.53603807252 || Iter Time:0.00887608528137207 || Total time:24.775030612945557 Iteration: 35 || Clusters count: 4 || Log posterior: -231639.10223485882 || Iter Time:0.006992816925048828 || Total time:24.782023429870605 Iteration: 36 || Clusters count: 4 || Log posterior: -231614.81065567088 || Iter Time:0.006649971008300781 || Total time:24.788673400878906 Iteration: 37 || Clusters count: 4 || Log posterior: -231623.90347602364 || Iter Time:0.006309986114501953 || Total time:24.794983386993408 Iteration: 38 || Clusters count: 4 || Log posterior: -231641.2887918145 || Iter Time:0.0065250396728515625 || Total time:24.80150842666626 Iteration: 39 || Clusters count: 4 || Log posterior: -231626.66454783108 || Iter Time:0.006802082061767578 || Total time:24.808310508728027 Iteration: 40 || Clusters count: 4 || Log posterior: -231625.73167875747 || Iter Time:0.0064351558685302734 || Total time:24.814745664596558 Iteration: 41 || Clusters count: 4 || Log posterior: -231573.27597353753 || Iter Time:0.0065310001373291016 || Total time:24.821276664733887 Loading and distributing data: 0.000646 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261872.38410826796 || Iter Time:0.007032155990600586 || Total time:24.828308820724487 Iteration: 43 || Clusters count: 5 || Log posterior: -261302.50075952677 || Iter Time:0.008340835571289062 || Total time:24.836649656295776 Iteration: 44 || Clusters count: 5 || Log posterior: -261272.11701215006 || Iter Time:0.047308921813964844 || Total time:24.88395857810974 Iteration: 45 || Clusters count: 5 || Log posterior: -261252.54789285318 || Iter Time:0.00719904899597168 || Total time:24.891157627105713 Iteration: 46 || Clusters count: 5 || Log posterior: -261245.12246754777 || Iter Time:0.0070760250091552734 || Total time:24.898233652114868 Iteration: 47 || Clusters count: 5 || Log posterior: -261228.72543718174 || Iter Time:0.007173061370849609 || Total time:24.905406713485718 Iteration: 48 || Clusters count: 5 || Log posterior: -261259.56966158687 || Iter Time:0.007173061370849609 || Total time:24.912579774856567 Iteration: 49 || Clusters count: 5 || Log posterior: -261244.81211032512 || Iter Time:0.0073089599609375 || Total time:24.919888734817505 Iteration: 50 || Clusters count: 5 || Log posterior: -261248.8687206129 || Iter Time:0.007336854934692383 || Total time:24.927225589752197 Iteration: 51 || Clusters count: 5 || Log posterior: -261241.42919839834 || Iter Time:0.006807088851928711 || Total time:24.934032678604126 Iteration: 52 || Clusters count: 5 || Log posterior: -261236.7070844386 || Iter Time:0.007006168365478516 || Total time:24.941038846969604 Iteration: 53 || Clusters count: 6 || Log posterior: -260760.59106929565 || Iter Time:0.008507013320922852 || Total time:24.949545860290527 Iteration: 54 || Clusters count: 6 || Log posterior: -260715.51685054565 || Iter Time:0.007393836975097656 || Total time:24.956939697265625 Iteration: 55 || Clusters count: 6 || Log posterior: -260706.91868405032 || Iter Time:0.007799863815307617 || Total time:24.964739561080933 Iteration: 56 || Clusters count: 6 || Log posterior: -260695.47399665765 || Iter Time:0.008263111114501953 || Total time:24.973002672195435 Iteration: 57 || Clusters count: 6 || Log posterior: -260699.1496257293 || Iter Time:0.0076558589935302734 || Total time:24.980658531188965 Iteration: 58 || Clusters count: 6 || Log posterior: -260689.48635793937 || Iter Time:0.8177859783172607 || Total time:25.798444509506226 Iteration: 59 || Clusters count: 6 || Log posterior: -260704.36135659134 || Iter Time:0.008008003234863281 || Total time:25.80645251274109 Iteration: 60 || Clusters count: 6 || Log posterior: -260715.46301016162 || Iter Time:0.00805521011352539 || Total time:25.814507722854614 Iteration: 61 || Clusters count: 6 || Log posterior: -260668.59011232294 || Iter Time:0.007678031921386719 || Total time:25.822185754776 Iteration: 62 || Clusters count: 6 || Log posterior: -260634.3981756747 || Iter Time:0.007257938385009766 || Total time:25.82944369316101 Loading and distributing data: 0.000611 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 6 || Log posterior: -260807.48689268337 || Iter Time:0.00767207145690918 || Total time:25.83711576461792 Iteration: 64 || Clusters count: 6 || Log posterior: -260752.11452787713 || Iter Time:0.03364706039428711 || Total time:25.870762825012207 Iteration: 65 || Clusters count: 6 || Log posterior: -260745.35345191657 || Iter Time:0.008172988891601562 || Total time:25.87893581390381 Iteration: 66 || Clusters count: 6 || Log posterior: -260732.95802700275 || Iter Time:0.008038997650146484 || Total time:25.886974811553955 Iteration: 67 || Clusters count: 6 || Log posterior: -260741.51748985483 || Iter Time:0.00821995735168457 || Total time:25.89519476890564 Iteration: 68 || Clusters count: 8 || Log posterior: -260155.2158639861 || Iter Time:0.010762929916381836 || Total time:25.90595769882202 Iteration: 69 || Clusters count: 8 || Log posterior: -260031.5982362191 || Iter Time:0.00919198989868164 || Total time:25.915149688720703 Iteration: 70 || Clusters count: 8 || Log posterior: -260023.10270346954 || Iter Time:0.009836912155151367 || Total time:25.924986600875854 Iteration: 71 || Clusters count: 8 || Log posterior: -260019.35809065812 || Iter Time:0.010641098022460938 || Total time:25.935627698898315 Iteration: 72 || Clusters count: 8 || Log posterior: -260013.9341974164 || Iter Time:0.010204076766967773 || Total time:25.945831775665283 Iteration: 73 || Clusters count: 8 || Log posterior: -259996.62642923245 || Iter Time:0.009835004806518555 || Total time:25.9556667804718 Iteration: 74 || Clusters count: 8 || Log posterior: -260000.5247151249 || Iter Time:0.008690118789672852 || Total time:25.964356899261475 Iteration: 75 || Clusters count: 8 || Log posterior: -259991.7835538822 || Iter Time:0.008065938949584961 || Total time:25.97242283821106 Iteration: 76 || Clusters count: 8 || Log posterior: -259987.633920287 || Iter Time:0.009238958358764648 || Total time:25.981661796569824 Iteration: 77 || Clusters count: 8 || Log posterior: -259994.9702492388 || Iter Time:0.009026050567626953 || Total time:25.99068784713745 Iteration: 78 || Clusters count: 8 || Log posterior: -259997.33760481 || Iter Time:0.009025096893310547 || Total time:25.99971294403076 Iteration: 79 || Clusters count: 8 || Log posterior: -259989.4867681351 || Iter Time:0.02538895606994629 || Total time:26.025101900100708 Iteration: 80 || Clusters count: 8 || Log posterior: -259982.7964518437 || Iter Time:0.009047985076904297 || Total time:26.034149885177612 Iteration: 81 || Clusters count: 8 || Log posterior: -259988.39022986064 || Iter Time:0.008783817291259766 || Total time:26.042933702468872 Iteration: 82 || Clusters count: 8 || Log posterior: -259996.1220096236 || Iter Time:0.008800029754638672 || Total time:26.05173373222351 Iteration: 83 || Clusters count: 8 || Log posterior: -259963.3702168598 || Iter Time:0.009139060974121094 || Total time:26.060872793197632 Loading and distributing data: 0.000649 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 9 || Log posterior: -259244.41225075518 || Iter Time:0.010763883590698242 || Total time:26.07163667678833 Iteration: 85 || Clusters count: 11 || Log posterior: -258363.48126985383 || Iter Time:0.013353824615478516 || Total time:26.08499050140381 Iteration: 86 || Clusters count: 12 || Log posterior: -258292.47588380778 || Iter Time:0.02302384376525879 || Total time:26.108014345169067 Iteration: 87 || Clusters count: 12 || Log posterior: -258228.85137498775 || Iter Time:0.01042795181274414 || Total time:26.11844229698181 Iteration: 88 || Clusters count: 12 || Log posterior: -258152.6172183866 || Iter Time:0.01042318344116211 || Total time:26.128865480422974 Iteration: 89 || Clusters count: 12 || Log posterior: -258087.2954777534 || Iter Time:0.010492086410522461 || Total 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Iteration: 97 || Clusters count: 12 || Log posterior: -258031.67198002007 || Iter Time:0.010729074478149414 || Total time:26.230002403259277 Iteration: 98 || Clusters count: 12 || Log posterior: -258028.9811511372 || Iter Time:0.01477813720703125 || Total time:26.24478054046631 Iteration: 99 || Clusters count: 12 || Log posterior: -258038.8435968216 || Iter Time:0.011554956436157227 || Total time:26.256335496902466 Iteration: 100 || Clusters count: 12 || Log posterior: -258044.4483918038 || Iter Time:0.013972043991088867 || Total time:26.270307540893555 Iteration: 101 || Clusters count: 12 || Log posterior: -258050.32544259957 || Iter Time:0.014047861099243164 || Total time:26.284355401992798 Iteration: 102 || Clusters count: 12 || Log posterior: -258030.36827782734 || Iter Time:0.01610589027404785 || Total time:26.300461292266846 Iteration: 103 || Clusters count: 12 || Log posterior: -258035.7891002205 || Iter Time:0.013978004455566406 || Total time:26.314439296722412 Iteration: 104 || Clusters count: 12 || Log posterior: -257988.89136084955 || Iter Time:0.016755104064941406 || Total time:26.331194400787354 Loading and distributing data: 0.000729 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 14 || Log posterior: -258007.7751596584 || Iter Time:0.015311956405639648 || Total time:26.346506357192993 Iteration: 106 || Clusters count: 14 || Log posterior: -257651.0167916669 || Iter Time:0.013615846633911133 || Total time:26.360122203826904 Iteration: 107 || Clusters count: 14 || Log posterior: -257642.1298104792 || Iter Time:0.013502836227416992 || Total time:26.37362504005432 Iteration: 108 || Clusters count: 14 || Log posterior: -257614.433286582 || Iter Time:0.017280101776123047 || Total time:26.390905141830444 Iteration: 109 || Clusters count: 14 || Log posterior: -257629.82828454662 || Iter Time:0.014892101287841797 || Total time:26.405797243118286 Iteration: 110 || Clusters count: 14 || Log posterior: -257605.4740117026 || Iter 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-255076.20656416222 || Iter Time:0.0274808406829834 || Total time:27.6855366230011 Iteration: 173 || Clusters count: 20 || Log posterior: -255072.76785521454 || Iter Time:0.027199983596801758 || Total time:27.7127366065979 Iteration: 174 || Clusters count: 20 || Log posterior: -255071.65264837543 || Iter Time:0.03044414520263672 || Total time:27.743180751800537 Iteration: 175 || Clusters count: 20 || Log posterior: -255083.11982770427 || Iter Time:0.02617788314819336 || Total time:27.76935863494873 Iteration: 176 || Clusters count: 20 || Log posterior: -255074.8672436872 || Iter Time:0.02653789520263672 || Total time:27.795896530151367 Iteration: 177 || Clusters count: 20 || Log posterior: -255073.64950664924 || Iter Time:0.030009031295776367 || Total time:27.825905561447144 Iteration: 178 || Clusters count: 20 || Log posterior: -255081.73180967613 || Iter Time:0.02608513832092285 || Total time:27.851990699768066 Iteration: 179 || Clusters count: 20 || Log posterior: 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-255020.39136406907 || Iter Time:0.02713799476623535 || Total time:28.076145887374878 Iteration: 187 || Clusters count: 20 || Log posterior: -255014.79612887514 || Iter Time:0.027024030685424805 || Total time:28.103169918060303 Iteration: 188 || Clusters count: 20 || Log posterior: -255014.79612887514 || Iter Time:0.029423952102661133 || Total time:28.132593870162964 Loading and distributing data: 0.000731 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255005.67015893533 || Iter Time:0.027267932891845703 || Total time:28.15986180305481 Iteration: 190 || Clusters count: 20 || Log posterior: -254985.5676564472 || Iter Time:0.029915809631347656 || Total time:28.189777612686157 Iteration: 191 || Clusters count: 20 || Log posterior: -254984.52021029207 || Iter Time:0.02654886245727539 || Total time:28.216326475143433 Iteration: 192 || Clusters count: 20 || Log posterior: -254983.49713347238 || Iter Time:0.026239871978759766 || Total 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time:28.440716981887817 Iteration: 200 || Clusters count: 20 || Log posterior: -254978.4297775655 || Iter Time:0.026780128479003906 || Total time:28.46749711036682 Iteration: 201 || Clusters count: 20 || Log posterior: -254985.98846827034 || Iter Time:0.030228853225708008 || Total time:28.49772596359253 Iteration: 202 || Clusters count: 20 || Log posterior: -254982.63122830464 || Iter Time:0.02771306037902832 || Total time:28.525439023971558 Iteration: 203 || Clusters count: 20 || Log posterior: -254980.04001148662 || Iter Time:0.027140140533447266 || Total time:28.552579164505005 Iteration: 204 || Clusters count: 20 || Log posterior: -254984.6249603725 || Iter Time:0.031394004821777344 || Total time:28.583973169326782 Iteration: 205 || Clusters count: 20 || Log posterior: -254983.9609779055 || Iter Time:0.027785062789916992 || Total time:28.6117582321167 Iteration: 206 || Clusters count: 20 || Log posterior: -254982.1573853245 || Iter Time:0.03310203552246094 || Total time:28.64486026763916 Iteration: 207 || Clusters count: 20 || Log posterior: -254979.53062945278 || Iter Time:0.0297238826751709 || Total time:28.67458415031433 Iteration: 208 || Clusters count: 20 || Log posterior: -254979.53062945278 || Iter Time:0.0290069580078125 || Total time:28.703591108322144 Iteration: 209 || Clusters count: 20 || Log posterior: -254979.53062945278 || Iter Time:0.03123307228088379 || Total time:28.734824180603027 NMI: 0.7431986441767029 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m33.6s [33778, 49138, 72775, 6080, 27004, 142106, 16729, 94110, 13507, 18525, 5704, 42497, 19070, 218836, 32096, 8875, 38092, 46177, 44891, 70010] Loading and distributing data: 0.000245 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7109.321986318746 || Iter Time:4.625982999801636 || Total time:4.625982999801636 Iteration: 1 || Clusters count: 1 || Log posterior: -7109.321986318746 || Iter Time:0.0027589797973632812 || Total time:4.628741979598999 Iteration: 2 || Clusters count: 1 || Log posterior: -7109.321986318746 || Iter Time:0.0021429061889648438 || Total time:4.630884885787964 Iteration: 3 || Clusters count: 1 || Log posterior: -7109.321986318746 || Iter Time:0.0019540786743164062 || Total time:4.63283896446228 Iteration: 4 || Clusters count: 1 || Log posterior: -7109.321986318746 || Iter Time:0.0017731189727783203 || Total time:4.634612083435059 Iteration: 5 || Clusters count: 1 || Log posterior: -7109.321986318746 || Iter Time:0.0016710758209228516 || Total time:4.6362831592559814 Iteration: 6 || Clusters count: 1 || Log posterior: -7109.321986318746 || Iter Time:0.0015537738800048828 || Total time:4.637836933135986 Iteration: 7 || Clusters count: 1 || Log posterior: -7109.321986318746 || Iter Time:0.0016410350799560547 || Total time:4.639477968215942 Iteration: 8 || Clusters count: 2 || Log posterior: -6440.910240508851 || Iter Time:0.13750004768371582 || Total time:4.776978015899658 Iteration: 9 || Clusters count: 2 || Log posterior: -6440.910240508851 || Iter Time:0.0025620460510253906 || Total time:4.779540061950684 Iteration: 10 || Clusters count: 2 || Log posterior: -6440.910240508851 || Iter Time:0.0023949146270751953 || Total time:4.781934976577759 Iteration: 11 || Clusters count: 2 || Log posterior: -6440.910240508851 || Iter Time:0.0022721290588378906 || Total time:4.784207105636597 Iteration: 12 || Clusters count: 2 || Log posterior: -6440.910240508851 || Iter Time:0.002274036407470703 || Total time:4.786481142044067 Iteration: 13 || Clusters count: 2 || Log posterior: -6440.910240508851 || Iter Time:0.002296924591064453 || Total time:4.788778066635132 Iteration: 14 || Clusters count: 2 || Log posterior: -6440.910240508851 || Iter Time:0.0021948814392089844 || Total time:4.790972948074341 Iteration: 15 || Clusters count: 2 || Log posterior: -6440.910240508851 || Iter Time:0.002377033233642578 || 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Iteration: 23 || Clusters count: 4 || Log posterior: -5873.202798437776 || Iter Time:0.0031168460845947266 || Total time:4.857946872711182 Iteration: 24 || Clusters count: 4 || Log posterior: -5835.548583059945 || Iter Time:0.003145933151245117 || Total time:4.861092805862427 Iteration: 25 || Clusters count: 4 || Log posterior: -5833.893447643823 || Iter Time:0.003020048141479492 || Total time:4.864112854003906 Iteration: 26 || Clusters count: 4 || Log posterior: -5826.6081915911245 || Iter Time:0.002939939498901367 || Total time:4.867052793502808 Iteration: 27 || Clusters count: 4 || Log posterior: -5829.5428479644615 || Iter Time:0.0029599666595458984 || Total time:4.8700127601623535 Iteration: 28 || Clusters count: 5 || Log posterior: -5639.264712319889 || Iter Time:0.005321025848388672 || Total time:4.875333786010742 Iteration: 29 || Clusters count: 5 || Log posterior: -5656.58990040567 || Iter Time:0.003628969192504883 || Total time:4.878962755203247 Iteration: 30 || Clusters count: 5 || Log posterior: -5579.515251535069 || Iter Time:1.164505958557129 || Total time:6.043468713760376 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, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 1, 1, 5, 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, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 1, 1, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] Loading and distributing data: 0.000207 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 5 || Log posterior: -5318.955981317778 || Iter Time:0.0298459529876709 || Total time:6.073314666748047 Iteration: 32 || Clusters count: 5 || Log posterior: -5289.981929689267 || Iter Time:0.006388187408447266 || Total time:6.079702854156494 Loading and distributing data: 0.000138 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 5 || Log posterior: -4170.377164054382 || Iter Time:0.0043621063232421875 || Total time:6.084064960479736 Iteration: 34 || Clusters count: 5 || Log posterior: -4156.32650860313 || Iter Time:0.0061609745025634766 || Total time:6.0902259349823 Loading and distributing data: 0.000142 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 5 || Log posterior: -3843.0196168375587 || Iter Time:0.00455784797668457 || Total time:6.094783782958984 Iteration: 36 || Clusters count: 5 || Log posterior: -3825.5302758922458 || Iter Time:0.006300926208496094 || Total time:6.1010847091674805 Loading and distributing data: 0.000129 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 5 || Log posterior: -3840.323830280937 || Iter Time:0.004284858703613281 || Total 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posterior: -3766.3936997175333 || Iter Time:0.005600929260253906 || Total time:6.140047550201416 Iteration: 44 || Clusters count: 6 || Log posterior: -3753.1706549392675 || Iter Time:0.0074100494384765625 || Total time:6.147457599639893 Loading and distributing data: 0.000142 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 7 || Log posterior: -3643.080246192094 || Iter Time:0.006179094314575195 || Total time:6.153636693954468 Iteration: 46 || Clusters count: 7 || Log posterior: -3628.627921147786 || Iter Time:0.008186101913452148 || Total time:6.16182279586792 Loading and distributing data: 0.000134 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 7 || Log posterior: -3671.1801757633216 || Iter Time:0.005281925201416016 || Total time:6.167104721069336 Iteration: 48 || Clusters count: 7 || Log posterior: -3666.238098909469 || Iter Time:0.007817983627319336 || Total time:6.174922704696655 Loading and distributing data: 0.000128 seconds (128 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|| Total time:28.898315906524658 Iteration: 1848 || Clusters count: 9 || Log posterior: -3518.249060885178 || Iter Time:0.013813018798828125 || Total time:28.912128925323486 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 9 || Log posterior: -3524.3248587869903 || Iter Time:0.010832071304321289 || Total time:28.922960996627808 Iteration: 1850 || Clusters count: 9 || Log posterior: -3513.0757979187965 || Iter Time:0.013461828231811523 || Total time:28.93642282485962 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 9 || Log posterior: -3513.07685538885 || Iter Time:0.011093854904174805 || Total time:28.947516679763794 Iteration: 1852 || Clusters count: 9 || Log posterior: -3487.6816013032576 || Iter Time:0.014327049255371094 || Total time:28.961843729019165 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters 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Iteration: 1870 || Clusters count: 9 || Log posterior: -3484.319180396216 || Iter Time:0.012514114379882812 || Total time:29.19667935371399 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 9 || Log posterior: -3541.189371299392 || Iter Time:0.010918855667114258 || Total time:29.207598209381104 Iteration: 1872 || Clusters count: 9 || Log posterior: -3512.41593561094 || Iter Time:0.013924121856689453 || Total time:29.221522331237793 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 9 || Log posterior: -3491.9501256157023 || Iter Time:0.01105189323425293 || Total time:29.232574224472046 Iteration: 1874 || Clusters count: 9 || Log posterior: -3444.759516011333 || Iter Time:0.013505935668945312 || Total time:29.24608016014099 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 9 || Log posterior: -3530.7993131212047 || Iter Time:0.010818958282470703 || Total time:29.256899118423462 Iteration: 1876 || Clusters count: 9 || Log posterior: -3505.27650750484 || Iter Time:0.013980865478515625 || Total time:29.270879983901978 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 9 || Log posterior: -3576.748573969492 || Iter Time:0.010806798934936523 || Total time:29.281686782836914 Iteration: 1878 || Clusters count: 9 || Log posterior: -3558.485049619486 || Iter Time:0.014187097549438477 || Total time:29.295873880386353 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 9 || Log posterior: -3549.855356435148 || Iter Time:0.010962963104248047 || Total time:29.3068368434906 Iteration: 1880 || Clusters count: 9 || Log posterior: -3526.8572148160747 || Iter Time:0.014144182205200195 || Total time:29.3209810256958 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 9 || Log posterior: -3558.5824425838 || Iter Time:0.011302947998046875 || Total time:29.332283973693848 Iteration: 1882 || Clusters count: 9 || Log posterior: -3526.3642262537714 || Iter Time:0.014189004898071289 || Total time:29.34647297859192 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 9 || Log posterior: -3569.1011175503754 || Iter Time:0.011987924575805664 || Total time:29.358460903167725 Iteration: 1884 || Clusters count: 9 || Log posterior: -3549.1823106311876 || Iter Time:0.013808012008666992 || Total time:29.37226891517639 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 9 || Log posterior: -3587.6389201860825 || Iter Time:0.010911941528320312 || Total time:29.383180856704712 Iteration: 1886 || Clusters count: 9 || Log posterior: -3572.231054797096 || Iter Time:0.01361393928527832 || Total time:29.39679479598999 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 9 || Log posterior: -3560.0486993953627 || Iter Time:0.010777950286865234 || Total time:29.407572746276855 Iteration: 1888 || Clusters count: 9 || Log posterior: -3542.4810453870678 || Iter Time:0.013712882995605469 || Total time:29.42128562927246 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 9 || Log posterior: -3572.661876500225 || Iter Time:0.010933160781860352 || Total time:29.43221879005432 Iteration: 1890 || Clusters count: 9 || Log posterior: -3519.007714899054 || Iter Time:0.01361989974975586 || Total time:29.445838689804077 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 9 || Log posterior: -3538.572926334437 || Iter Time:0.01081395149230957 || Total time:29.456652641296387 Iteration: 1892 || Clusters count: 9 || Log posterior: -3506.2329891180784 || Iter Time:0.013624906539916992 || Total time:29.470277547836304 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 9 || Log posterior: -3528.648190338567 || Iter Time:0.010591983795166016 || Total time:29.48086953163147 Iteration: 1894 || Clusters count: 9 || Log posterior: -3504.4777473424315 || Iter Time:0.013708829879760742 || Total time:29.49457836151123 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 9 || Log posterior: -3554.139886781713 || Iter Time:0.011135101318359375 || Total time:29.50571346282959 Iteration: 1896 || Clusters count: 9 || Log posterior: -3522.9908450086464 || Iter Time:0.013809919357299805 || Total time:29.51952338218689 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 9 || Log posterior: -3523.128419323915 || Iter Time:0.011071205139160156 || Total time:29.53059458732605 Iteration: 1898 || Clusters count: 9 || Log posterior: -3496.1891641191155 || Iter Time:0.01415109634399414 || Total time:29.544745683670044 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 9 || Log posterior: -3553.764844604629 || Iter Time:0.011430978775024414 || Total time:29.55617666244507 Iteration: 1900 || Clusters count: 9 || Log posterior: -3526.1453941487152 || Iter Time:0.013885021209716797 || Total time:29.570061683654785 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 9 || Log posterior: -3568.1583121637336 || Iter Time:0.011368036270141602 || Total time:29.581429719924927 Iteration: 1902 || Clusters count: 9 || Log posterior: -3558.972437656004 || Iter Time:0.014083147048950195 || Total time:29.595512866973877 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 9 || Log posterior: -3572.749370841448 || Iter Time:0.011174917221069336 || Total time:29.606687784194946 Iteration: 1904 || Clusters count: 9 || Log posterior: -3544.3618076920607 || Iter Time:0.014375925064086914 || Total time:29.621063709259033 Loading and distributing data: 0.000179 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 9 || Log posterior: -3556.082760475997 || Iter Time:0.011739969253540039 || Total time:29.632803678512573 Iteration: 1906 || Clusters count: 9 || Log posterior: -3539.639347188273 || Iter Time:0.014453887939453125 || Total time:29.647257566452026 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 9 || Log posterior: -3513.185273479847 || Iter Time:0.011002063751220703 || Total time:29.658259630203247 Iteration: 1908 || Clusters count: 9 || Log posterior: -3497.86854839861 || Iter Time:0.03498411178588867 || Total time:29.693243741989136 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 9 || Log posterior: -3477.6036334432306 || Iter Time:0.010311126708984375 || Total time:29.70355486869812 Iteration: 1910 || Clusters count: 9 || Log posterior: -3459.504941747018 || Iter Time:0.013087034225463867 || Total time:29.716641902923584 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 9 || Log posterior: -3521.942913926117 || Iter Time:0.011075019836425781 || Total time:29.72771692276001 Iteration: 1912 || Clusters count: 9 || Log posterior: -3497.0414421421588 || Iter Time:0.013411998748779297 || Total time:29.74112892150879 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 9 || Log posterior: -3536.289652096336 || Iter Time:0.010096073150634766 || Total time:29.751224994659424 Iteration: 1914 || Clusters count: 9 || Log posterior: -3518.2497103207083 || Iter Time:0.013046979904174805 || Total time:29.7642719745636 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 9 || Log posterior: -3563.9008346832065 || Iter Time:0.009914875030517578 || Total time:29.774186849594116 Iteration: 1916 || Clusters count: 9 || Log posterior: -3545.6752118631134 || Iter Time:0.012634038925170898 || Total time:29.786820888519287 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 9 || Log posterior: -3541.74446274138 || Iter Time:0.011303186416625977 || Total time:29.798124074935913 Iteration: 1918 || Clusters count: 9 || Log posterior: -3523.981577432294 || Iter Time:0.013550043106079102 || Total time:29.811674118041992 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 9 || Log posterior: -3531.404198054726 || Iter Time:0.011044979095458984 || Total time:29.82271909713745 Iteration: 1920 || Clusters count: 9 || Log posterior: -3511.2020878849144 || Iter Time:0.013946056365966797 || Total time:29.836665153503418 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 9 || Log posterior: -3545.6420629298027 || Iter Time:0.010759830474853516 || Total time:29.84742498397827 Iteration: 1922 || Clusters count: 9 || Log posterior: -3540.204091561365 || Iter Time:0.013916969299316406 || Total time:29.861341953277588 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 9 || Log posterior: -3531.1275410110684 || Iter Time:0.011127948760986328 || Total time:29.872469902038574 Iteration: 1924 || Clusters count: 9 || Log posterior: -3506.968763192542 || Iter Time:0.012937068939208984 || Total time:29.885406970977783 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 9 || Log posterior: -3522.785817716041 || Iter Time:0.010473966598510742 || Total time:29.895880937576294 Iteration: 1926 || Clusters count: 9 || Log posterior: -3504.1050994169723 || Iter Time:0.013210058212280273 || Total time:29.909090995788574 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 9 || Log posterior: -3513.937062261173 || Iter Time:0.011821985244750977 || Total time:29.920912981033325 Iteration: 1928 || Clusters count: 9 || Log posterior: -3494.06422237206 || Iter Time:0.012588024139404297 || Total time:29.93350100517273 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 9 || Log posterior: -3545.923449761479 || Iter Time:0.009876012802124023 || Total time:29.943377017974854 Iteration: 1930 || Clusters count: 9 || Log posterior: -3522.3482492974763 || Iter Time:0.012539148330688477 || Total time:29.955916166305542 Loading and distributing data: 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Time:0.012955904006958008 || Total time:30.02299427986145 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 9 || Log posterior: -3508.344673470981 || Iter Time:0.01013493537902832 || Total time:30.03312921524048 Iteration: 1938 || Clusters count: 9 || Log posterior: -3494.0278757260535 || Iter Time:0.012621164321899414 || Total time:30.045750379562378 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 9 || Log posterior: -3521.968049367682 || Iter Time:0.009611129760742188 || Total time:30.05536150932312 Iteration: 1940 || Clusters count: 9 || Log posterior: -3498.0012393283587 || Iter Time:0.012805938720703125 || Total time:30.068167448043823 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 9 || Log posterior: -3514.60868408296 || Iter Time:0.010987043380737305 || Total time:30.07915449142456 Iteration: 1942 || Clusters count: 9 || Log posterior: -3510.4587815015952 || Iter Time:0.013529062271118164 || Total time:30.09268355369568 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 9 || Log posterior: -3527.194607887725 || Iter Time:0.011378049850463867 || Total time:30.104061603546143 Iteration: 1944 || Clusters count: 9 || Log posterior: -3503.549382109691 || Iter Time:0.013571977615356445 || Total time:30.1176335811615 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 9 || Log posterior: -3539.669650165281 || Iter Time:0.011591196060180664 || Total time:30.12922477722168 Iteration: 1946 || Clusters count: 9 || Log posterior: -3527.0433577128447 || Iter Time:0.013775825500488281 || Total time:30.143000602722168 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 9 || Log posterior: -3550.7933390101757 || Iter Time:0.010603904724121094 || Total time:30.15360450744629 Iteration: 1948 || Clusters count: 9 || Log posterior: -3520.4019770441864 || Iter Time:0.013572931289672852 || Total time:30.167177438735962 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 9 || Log posterior: -3561.6987075923807 || Iter Time:0.010684967041015625 || Total time:30.177862405776978 Iteration: 1950 || Clusters count: 9 || Log posterior: -3540.616966616226 || Iter Time:0.013170957565307617 || Total time:30.191033363342285 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 9 || Log posterior: -3540.273138156089 || Iter Time:0.010875940322875977 || Total time:30.20190930366516 Iteration: 1952 || Clusters count: 9 || Log posterior: -3521.8874910238173 || Iter Time:0.013588190078735352 || Total time:30.215497493743896 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 9 || Log posterior: -3556.239642666127 || Iter Time:0.011219024658203125 || Total time:30.2267165184021 Iteration: 1954 || Clusters count: 9 || Log posterior: -3538.3918171821465 || Iter Time:0.01367807388305664 || Total time:30.240394592285156 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 9 || Log posterior: -3596.469936977028 || Iter Time:0.010957002639770508 || Total time:30.251351594924927 Iteration: 1956 || Clusters count: 9 || Log posterior: -3583.382307290829 || Iter Time:0.013576984405517578 || Total time:30.264928579330444 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 9 || Log posterior: -3563.9204009556215 || Iter Time:0.010946989059448242 || Total time:30.275875568389893 Iteration: 1958 || Clusters count: 9 || Log posterior: -3537.846906471643 || Iter Time:0.01343393325805664 || Total time:30.28930950164795 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 9 || Log posterior: -3559.039367839886 || Iter Time:0.03307008743286133 || Total time:30.32237958908081 Iteration: 1960 || Clusters count: 9 || Log posterior: -3540.683936201837 || Iter Time:0.014283895492553711 || Total time:30.336663484573364 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 9 || Log posterior: -3571.610897215066 || Iter Time:0.011260986328125 || Total time:30.34792447090149 Iteration: 1962 || Clusters count: 9 || Log posterior: -3549.5984078044003 || Iter Time:0.013400077819824219 || Total time:30.361324548721313 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 9 || Log posterior: -3544.272209647717 || Iter Time:0.010673999786376953 || Total time:30.37199854850769 Iteration: 1964 || Clusters count: 9 || Log posterior: -3510.985433801805 || Iter Time:0.013586044311523438 || Total time:30.385584592819214 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 9 || Log posterior: -3534.1185261768387 || Iter Time:0.010728836059570312 || Total time:30.396313428878784 Iteration: 1966 || Clusters count: 9 || Log posterior: -3508.578693656278 || Iter Time:0.013618946075439453 || Total time:30.409932374954224 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 9 || Log posterior: -3514.1374051676526 || Iter Time:0.010603189468383789 || Total time:30.420535564422607 Iteration: 1968 || Clusters count: 9 || Log posterior: -3497.4068284462332 || Iter Time:0.013608932495117188 || Total time:30.434144496917725 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 9 || Log posterior: -3542.1114718958625 || Iter Time:0.011116981506347656 || Total time:30.445261478424072 Iteration: 1970 || Clusters count: 9 || Log posterior: -3515.6996358326496 || Iter Time:0.014105081558227539 || Total time:30.4593665599823 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 9 || Log posterior: -3540.969732183765 || Iter Time:0.011133909225463867 || Total time:30.470500469207764 Iteration: 1972 || Clusters count: 9 || Log posterior: -3514.9599540149347 || Iter Time:0.013726234436035156 || Total time:30.4842267036438 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 9 || Log posterior: -3535.583541384727 || Iter Time:0.011512041091918945 || Total time:30.495738744735718 Iteration: 1974 || Clusters count: 9 || Log posterior: -3512.3824527396846 || Iter Time:0.013738155364990234 || Total time:30.509476900100708 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 9 || Log posterior: -3486.3911173923784 || Iter Time:0.01111602783203125 || Total time:30.52059292793274 Iteration: 1976 || Clusters count: 9 || Log posterior: -3472.784047832048 || Iter Time:0.012595176696777344 || Total time:30.533188104629517 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 9 || Log posterior: -3512.4855871090267 || Iter Time:0.009660959243774414 || Total time:30.54284906387329 Iteration: 1978 || Clusters count: 9 || Log posterior: -3503.321742059552 || Iter Time:0.012531042098999023 || Total time:30.55538010597229 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 9 || Log posterior: -3557.441061036005 || Iter Time:0.009994983673095703 || Total time:30.565375089645386 Iteration: 1980 || Clusters count: 9 || Log posterior: -3526.463347523294 || Iter Time:0.012808084487915039 || Total time:30.5781831741333 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 9 || Log posterior: -3528.238546656375 || Iter Time:0.00964498519897461 || Total time:30.587828159332275 Iteration: 1982 || Clusters count: 9 || Log posterior: -3518.0988004496007 || Iter Time:0.012490034103393555 || Total time:30.60031819343567 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 9 || Log posterior: -3561.178323968376 || Iter Time:0.009289979934692383 || Total time:30.60960817337036 Iteration: 1984 || Clusters count: 9 || Log posterior: -3513.5000404744906 || Iter Time:0.012473821640014648 || Total time:30.622081995010376 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 9 || Log posterior: -3551.7077663204154 || Iter Time:0.010574102401733398 || Total time:30.63265609741211 Iteration: 1986 || Clusters count: 9 || Log posterior: -3539.5539029838205 || Iter Time:0.013466835021972656 || Total time:30.646122932434082 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 9 || Log posterior: -3573.824398419432 || Iter Time:0.010630130767822266 || Total time:30.656753063201904 Iteration: 1988 || Clusters count: 9 || Log posterior: -3557.382125160693 || Iter Time:0.013447046279907227 || Total time:30.67020010948181 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 9 || Log posterior: -3533.439529058024 || Iter Time:0.010626792907714844 || Total time:30.680826902389526 Iteration: 1990 || Clusters count: 9 || Log posterior: -3512.9435474876936 || Iter Time:0.013415098190307617 || Total time:30.694242000579834 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 9 || Log posterior: -3536.963775429108 || Iter Time:0.010620832443237305 || Total time:30.70486283302307 Iteration: 1992 || Clusters count: 9 || Log posterior: -3524.831098486936 || Iter Time:0.013646125793457031 || Total time:30.71850895881653 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 9 || Log posterior: -3544.6985831878287 || Iter Time:0.010788917541503906 || Total time:30.729297876358032 Iteration: 1994 || Clusters count: 9 || Log posterior: -3526.0196947185145 || Iter Time:0.013609170913696289 || Total time:30.74290704727173 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 9 || Log posterior: -3546.5225485363367 || Iter Time:0.010790824890136719 || Total time:30.753697872161865 Iteration: 1996 || Clusters count: 9 || Log posterior: -3527.056180808333 || Iter Time:0.014075040817260742 || Total time:30.767772912979126 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 9 || Log posterior: -3538.3796988473337 || Iter Time:0.010536909103393555 || Total time:30.77830982208252 Iteration: 1998 || Clusters count: 9 || Log posterior: -3515.0804859363566 || Iter Time:0.013797998428344727 || Total time:30.792107820510864 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 9 || Log posterior: -3548.0893903771293 || Iter Time:0.010879993438720703 || Total time:30.802987813949585 Iteration: 2000 || Clusters count: 9 || Log posterior: -3521.027563898966 || Iter Time:0.013412952423095703 || Total time:30.81640076637268 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 10 || Log posterior: -3614.8758107164476 || Iter Time:0.011532068252563477 || Total time:30.827932834625244 Iteration: 2002 || Clusters count: 10 || Log posterior: -3581.5568425151178 || Iter Time:0.013314962387084961 || Total time:30.84124779701233 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 10 || Log posterior: -3551.2702310960594 || Iter Time:0.01023101806640625 || Total time:30.851478815078735 Iteration: 2004 || Clusters count: 9 || Log posterior: -3531.4969085234657 || Iter Time:0.013898849487304688 || Total time:30.86537766456604 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 9 || Log posterior: -3516.5496146622354 || Iter Time:0.010246992111206055 || Total time:30.875624656677246 Iteration: 2006 || Clusters count: 9 || Log posterior: -3511.1467622660994 || Iter Time:0.013050079345703125 || Total time:30.88867473602295 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 9 || Log posterior: -3508.8264684699784 || Iter Time:0.010902881622314453 || Total time:30.899577617645264 Iteration: 2008 || Clusters count: 9 || Log posterior: -3493.7968228632285 || Iter Time:0.013707160949707031 || Total time:30.91328477859497 Loading and distributing data: 0.000164 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 9 || Log posterior: -3547.0550330477954 || Iter Time:0.01041102409362793 || Total time:30.9236958026886 Iteration: 2010 || Clusters count: 9 || Log posterior: -3510.321761274528 || Iter Time:0.036653995513916016 || Total time:30.960349798202515 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 9 || Log posterior: -3563.810546729227 || Iter Time:0.010769844055175781 || Total time:30.97111964225769 Iteration: 2012 || Clusters count: 9 || Log posterior: -3535.782226817755 || Iter Time:0.013571023941040039 || Total time:30.98469066619873 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 9 || Log posterior: -3540.728116810581 || Iter Time:0.010645151138305664 || Total time:30.995335817337036 Iteration: 2014 || Clusters count: 9 || Log posterior: -3525.358952854803 || Iter Time:0.013421058654785156 || Total time:31.00875687599182 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 9 || Log posterior: -3553.981847517207 || Iter Time:0.010701894760131836 || Total time:31.019458770751953 Iteration: 2016 || Clusters count: 9 || Log posterior: -3523.798632734326 || Iter Time:0.013803958892822266 || Total time:31.033262729644775 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 9 || Log posterior: -3552.5640458802623 || Iter Time:0.010931968688964844 || Total time:31.04419469833374 Iteration: 2018 || Clusters count: 9 || Log posterior: -3532.525403599216 || Iter Time:0.013817071914672852 || Total time:31.058011770248413 Loading and distributing data: 0.000166 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 9 || Log posterior: -3533.877656998416 || Iter Time:0.011018991470336914 || Total time:31.06903076171875 Iteration: 2020 || Clusters count: 9 || Log posterior: -3513.2873430098657 || Iter Time:0.014180898666381836 || Total time:31.083211660385132 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 9 || Log posterior: -3544.0214521721114 || Iter Time:0.01092386245727539 || Total time:31.094135522842407 Iteration: 2022 || Clusters count: 9 || Log posterior: -3524.8686496920527 || Iter Time:0.013867855072021484 || Total time:31.10800337791443 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 9 || Log posterior: -3543.5116928507555 || Iter Time:0.01114201545715332 || Total time:31.119145393371582 Iteration: 2024 || Clusters count: 9 || Log posterior: -3531.746563868762 || Iter Time:0.014774084091186523 || Total time:31.13391947746277 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 9 || Log posterior: -3526.666524679433 || Iter Time:0.011233091354370117 || Total time:31.14515256881714 Iteration: 2026 || Clusters count: 9 || Log posterior: -3515.2428673606873 || Iter Time:0.014119863510131836 || Total time:31.15927243232727 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 9 || Log posterior: -3541.7171024896847 || Iter Time:0.010179996490478516 || Total time:31.16945242881775 Iteration: 2028 || Clusters count: 9 || Log posterior: -3524.9149083094217 || Iter Time:0.01277303695678711 || Total time:31.182225465774536 Avg NMI: 0.7543745509267106 Full NMI: 0.744728379321553 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m14.0s Testing DPMMSubClustersStreaming tests passed Testing completed after 188.4s PkgEval succeeded after 362.73s