Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.912 (a2457e6ed7*) started at 2025-07-27T18:05:18.455 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.74s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.2 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.17.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [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 v1.9.14 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.15.0+0 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.7.15 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.1+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.68s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 156.04s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_U6pn0K/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_U6pn0K/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.2 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.17.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [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 v1.9.14 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.15.0+0 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.7.15 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.1+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.303431 seconds (1.13 M allocations: 68.334 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233027.75673629093 || Iter Time:16.824551105499268 || Total time:16.824551105499268 Iteration: 1 || Clusters count: 1 || Log posterior: -233027.75673629093 || Iter Time:0.006051063537597656 || Total time:16.830602169036865 Iteration: 2 || Clusters count: 1 || Log posterior: -233027.75673629093 || Iter Time:0.005784034729003906 || Total time:16.83638620376587 Iteration: 3 || Clusters count: 1 || Log posterior: -233027.75673629093 || Iter Time:0.0054779052734375 || Total time:16.841864109039307 Iteration: 4 || Clusters count: 1 || Log posterior: -233027.75673629093 || Iter Time:0.005502939224243164 || Total time:16.84736704826355 Iteration: 5 || Clusters count: 1 || Log posterior: -233027.75673629093 || Iter Time:0.019939899444580078 || Total time:16.86730694770813 Iteration: 6 || Clusters count: 1 || Log posterior: -233027.75673629093 || Iter Time:0.005951881408691406 || Total time:16.87325882911682 Iteration: 7 || Clusters count: 1 || Log posterior: -233027.75673629093 || Iter Time:0.005950927734375 || Total time:16.879209756851196 Iteration: 8 || Clusters count: 1 || Log posterior: -233027.75673629093 || Iter Time:0.00590205192565918 || Total time:16.885111808776855 Iteration: 9 || Clusters count: 1 || Log posterior: -233027.75673629093 || Iter Time:0.005834102630615234 || Total time:16.89094591140747 Iteration: 10 || Clusters count: 1 || Log posterior: -233027.75673629093 || Iter Time:0.0056760311126708984 || Total time:16.89662194252014 Iteration: 11 || Clusters count: 1 || Log posterior: -233027.75673629093 || Iter Time:0.0057790279388427734 || Total time:16.902400970458984 Iteration: 12 || Clusters count: 1 || Log posterior: -233027.75673629093 || Iter Time:0.005749940872192383 || Total time:16.908150911331177 Iteration: 13 || Clusters count: 2 || Log posterior: -232449.11023584972 || Iter Time:3.8772740364074707 || Total time:20.785424947738647 Iteration: 14 || Clusters count: 2 || Log posterior: -232439.97930708728 || Iter Time:0.00600886344909668 || Total time:20.791433811187744 Iteration: 15 || Clusters count: 2 || Log posterior: -232423.6020069555 || Iter Time:0.005923032760620117 || Total time:20.797356843948364 Iteration: 16 || Clusters count: 2 || Log posterior: -232439.56573463406 || Iter Time:0.006009101867675781 || Total time:20.80336594581604 Iteration: 17 || Clusters count: 2 || Log posterior: -232412.47149458728 || Iter Time:0.00631403923034668 || Total time:20.809679985046387 Iteration: 18 || Clusters count: 2 || Log posterior: -232413.17099017565 || Iter Time:0.0058939456939697266 || Total time:20.815573930740356 Iteration: 19 || Clusters count: 2 || Log posterior: -232403.45224017565 || Iter Time:0.005897998809814453 || Total time:20.82147192955017 Iteration: 20 || Clusters count: 2 || Log posterior: -232361.38192767565 || Iter Time:3.294341802597046 || Total time:24.115813732147217 Loading and distributing data: 0.000950 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232766.50344120452 || Iter Time:0.030441999435424805 || Total time:24.14625573158264 Iteration: 22 || Clusters count: 2 || Log posterior: -232750.85814990272 || Iter Time:0.005890846252441406 || Total time:24.152146577835083 Iteration: 23 || Clusters count: 2 || Log posterior: -232725.6812649172 || Iter Time:0.005861997604370117 || Total time:24.158008575439453 Iteration: 24 || Clusters count: 2 || Log posterior: -232714.5875093439 || Iter Time:0.005853176116943359 || Total time:24.163861751556396 Iteration: 25 || Clusters count: 2 || Log posterior: -232707.57938014547 || Iter Time:0.006339073181152344 || Total time:24.17020082473755 Iteration: 26 || Clusters count: 2 || Log posterior: -232734.59787915158 || Iter Time:0.00611114501953125 || Total time:24.17631196975708 Iteration: 27 || Clusters count: 2 || Log posterior: -232731.74682501328 || Iter Time:0.0058209896087646484 || Total time:24.182132959365845 Iteration: 28 || Clusters count: 3 || Log posterior: -232573.29133450933 || Iter Time:0.007848024368286133 || Total time:24.18998098373413 Iteration: 29 || Clusters count: 3 || Log posterior: -232555.54977035875 || Iter Time:0.006109952926635742 || Total time:24.196090936660767 Iteration: 30 || Clusters count: 3 || Log posterior: -232523.00046504903 || Iter Time:0.006150960922241211 || Total time:24.202241897583008 Iteration: 31 || Clusters count: 3 || Log posterior: -232448.904483597 || Iter Time:0.006039857864379883 || Total time:24.208281755447388 Iteration: 32 || Clusters count: 3 || Log posterior: -232408.99115496458 || Iter Time:0.006098031997680664 || Total time:24.21437978744507 Iteration: 33 || Clusters count: 3 || Log posterior: -232359.81530961936 || Iter Time:0.006003141403198242 || Total time:24.220382928848267 Iteration: 34 || Clusters count: 3 || Log posterior: -232322.81929808093 || Iter Time:0.0060939788818359375 || Total time:24.226476907730103 Iteration: 35 || Clusters count: 3 || Log posterior: -232298.8141085263 || Iter Time:0.005999088287353516 || Total time:24.232475996017456 Iteration: 36 || Clusters count: 3 || Log posterior: -232291.384550836 || Iter Time:0.006003141403198242 || Total time:24.238479137420654 Iteration: 37 || Clusters count: 3 || Log posterior: -232252.3279725721 || Iter Time:0.006179094314575195 || Total time:24.24465823173523 Iteration: 38 || Clusters count: 3 || Log posterior: -232233.0118025617 || Iter Time:0.006242036819458008 || Total time:24.250900268554688 Iteration: 39 || Clusters count: 3 || Log posterior: -232239.5391118154 || Iter Time:0.007008075714111328 || Total time:24.2579083442688 Iteration: 40 || Clusters count: 3 || Log posterior: -232230.2312824892 || Iter Time:0.006474971771240234 || Total time:24.26438331604004 Iteration: 41 || Clusters count: 3 || Log posterior: -232151.98623516466 || Iter Time:0.007630825042724609 || Total time:24.272014141082764 Loading and distributing data: 0.000888 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262092.12330692002 || Iter Time:0.007311105728149414 || Total time:24.279325246810913 Iteration: 43 || Clusters count: 4 || Log posterior: -261679.8925221197 || Iter Time:0.048551082611083984 || Total time:24.327876329421997 Iteration: 44 || Clusters count: 4 || Log posterior: -261476.96543261872 || Iter Time:0.00766301155090332 || Total time:24.3355393409729 Iteration: 45 || Clusters count: 4 || Log posterior: -261441.37411615494 || Iter Time:0.006752967834472656 || Total time:24.342292308807373 Iteration: 46 || Clusters count: 4 || Log posterior: -261457.93764913914 || Iter Time:0.006793975830078125 || Total time:24.34908628463745 Iteration: 47 || Clusters count: 4 || Log posterior: -261451.53065390623 || Iter Time:0.006812095642089844 || Total time:24.35589838027954 Iteration: 48 || Clusters count: 4 || Log posterior: -261447.63979382193 || Iter Time:0.0067369937896728516 || Total time:24.362635374069214 Iteration: 49 || Clusters count: 5 || Log posterior: -261196.4012495475 || Iter Time:0.008196115493774414 || Total time:24.37083148956299 Iteration: 50 || Clusters count: 5 || Log posterior: -261134.42797554645 || Iter Time:0.007071018218994141 || Total time:24.377902507781982 Iteration: 51 || Clusters count: 5 || Log posterior: -261158.2354015131 || Iter Time:0.0071032047271728516 || Total time:24.385005712509155 Iteration: 52 || Clusters count: 5 || Log posterior: -261170.6742306698 || Iter Time:0.0069811344146728516 || Total time:24.391986846923828 Iteration: 53 || Clusters count: 5 || Log posterior: -261150.6050425996 || Iter Time:0.007079124450683594 || Total time:24.39906597137451 Iteration: 54 || Clusters count: 5 || Log posterior: -261135.67464824652 || Iter Time:0.00686192512512207 || Total time:24.405927896499634 Iteration: 55 || Clusters count: 5 || Log posterior: -261142.33641111388 || Iter Time:0.007069110870361328 || Total time:24.412997007369995 Iteration: 56 || Clusters count: 5 || Log posterior: -261144.6589444075 || Iter Time:0.006952047348022461 || Total time:24.419949054718018 Iteration: 57 || Clusters count: 5 || Log posterior: -261157.67885641637 || Iter Time:0.007009983062744141 || Total time:24.42695903778076 Iteration: 58 || Clusters count: 5 || Log posterior: -261139.3252494759 || Iter Time:0.8265559673309326 || Total time:25.253515005111694 Iteration: 59 || Clusters count: 6 || Log posterior: -260499.7052459879 || Iter Time:0.009013891220092773 || Total time:25.262528896331787 Iteration: 60 || Clusters count: 6 || Log posterior: -260476.52564699232 || Iter Time:0.007753133773803711 || Total time:25.27028203010559 Iteration: 61 || Clusters count: 6 || Log posterior: -260474.48444904343 || Iter Time:0.007701873779296875 || Total time:25.277983903884888 Iteration: 62 || Clusters count: 6 || Log posterior: -260420.91302980584 || Iter Time:0.007357120513916016 || Total time:25.285341024398804 Loading and distributing data: 0.000845 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 8 || Log posterior: -260040.98117658147 || Iter Time:0.029862165451049805 || Total time:25.315203189849854 Iteration: 64 || Clusters count: 10 || Log posterior: -259168.921343115 || Iter Time:0.010864019393920898 || Total time:25.326067209243774 Iteration: 65 || Clusters count: 10 || Log posterior: -259019.84816530842 || Iter Time:0.009093046188354492 || Total time:25.33516025543213 Iteration: 66 || Clusters count: 10 || Log posterior: -258992.64757753914 || Iter Time:0.00884389877319336 || Total time:25.344004154205322 Iteration: 67 || Clusters count: 10 || Log posterior: -258990.20434979504 || Iter Time:0.008922100067138672 || Total time:25.35292625427246 Iteration: 68 || Clusters count: 10 || Log posterior: -258976.93334223036 || Iter Time:0.008738040924072266 || Total time:25.361664295196533 Iteration: 69 || Clusters count: 10 || Log posterior: -258999.8638940413 || Iter Time:0.009029150009155273 || Total time:25.37069344520569 Iteration: 70 || Clusters count: 10 || Log posterior: -258996.22812439527 || Iter Time:0.008716106414794922 || Total time:25.379409551620483 Iteration: 71 || Clusters count: 10 || Log posterior: -259006.03808649172 || Iter Time:0.009021997451782227 || Total time:25.388431549072266 Iteration: 72 || Clusters count: 10 || Log posterior: -258990.96877600264 || Iter Time:0.009379148483276367 || Total time:25.397810697555542 Iteration: 73 || Clusters count: 10 || Log posterior: -259000.14423511317 || Iter Time:0.009482145309448242 || Total time:25.40729284286499 Iteration: 74 || Clusters count: 11 || Log posterior: -258689.76251035646 || Iter Time:0.010040998458862305 || Total time:25.417333841323853 Iteration: 75 || Clusters count: 11 || Log posterior: -258655.02781348323 || Iter Time:0.021885156631469727 || Total time:25.439218997955322 Iteration: 76 || Clusters count: 11 || Log posterior: -258642.8320732513 || Iter Time:0.009310007095336914 || Total time:25.44852900505066 Iteration: 77 || Clusters count: 11 || Log posterior: -258633.28361935943 || Iter Time:0.021722078323364258 || Total time:25.470251083374023 Iteration: 78 || Clusters count: 11 || Log posterior: -258636.82408787138 || Iter Time:0.010154008865356445 || Total time:25.48040509223938 Iteration: 79 || Clusters count: 11 || Log posterior: -258625.42483939705 || Iter Time:0.01106405258178711 || Total time:25.491469144821167 Iteration: 80 || Clusters count: 11 || Log posterior: -258629.578152611 || Iter Time:0.011281013488769531 || Total time:25.502750158309937 Iteration: 81 || Clusters count: 11 || Log posterior: -258609.82861795023 || Iter Time:0.011254072189331055 || Total time:25.514004230499268 Iteration: 82 || Clusters count: 11 || Log posterior: -258617.3330816339 || Iter Time:0.011915922164916992 || Total time:25.525920152664185 Iteration: 83 || Clusters count: 11 || Log posterior: -258573.34286116544 || Iter Time:0.010989904403686523 || Total time:25.53691005706787 Loading and distributing data: 0.000837 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 14 || Log posterior: -257235.31333650395 || Iter Time:0.013383865356445312 || Total time:25.550293922424316 Iteration: 85 || Clusters count: 14 || Log posterior: -257019.467458602 || Iter Time:0.013709068298339844 || Total time:25.564002990722656 Iteration: 86 || Clusters count: 14 || Log posterior: -256998.48818097488 || Iter Time:0.016566991806030273 || Total time:25.580569982528687 Iteration: 87 || Clusters count: 14 || Log posterior: -257008.8227514297 || Iter Time:0.011558055877685547 || Total time:25.592128038406372 Iteration: 88 || Clusters count: 14 || Log posterior: -257008.84882296153 || Iter Time:0.011557817459106445 || Total time:25.60368585586548 Iteration: 89 || Clusters count: 16 || Log posterior: -256315.57016712005 || Iter Time:0.013252019882202148 || Total time:25.61693787574768 Iteration: 90 || Clusters count: 16 || Log posterior: -256263.4227909019 || Iter Time:0.012208938598632812 || Total time:25.629146814346313 Iteration: 91 || Clusters count: 16 || Log posterior: -256274.33994407183 || Iter Time:0.012131929397583008 || Total time:25.641278743743896 Iteration: 92 || Clusters count: 16 || Log posterior: -256268.12835362984 || Iter Time:0.012202978134155273 || Total time:25.65348172187805 Iteration: 93 || Clusters count: 16 || Log posterior: -256263.8544120255 || Iter Time:0.0167391300201416 || Total time:25.670220851898193 Iteration: 94 || Clusters count: 16 || Log posterior: -256259.9403034956 || Iter Time:0.012349843978881836 || Total time:25.682570695877075 Iteration: 95 || Clusters count: 16 || Log posterior: -256255.67821016224 || Iter Time:0.012280941009521484 || Total time:25.694851636886597 Iteration: 96 || Clusters count: 16 || Log posterior: -256265.7098133398 || Iter Time:0.012269973754882812 || Total time:25.70712161064148 Iteration: 97 || Clusters count: 16 || Log posterior: -256265.73706785537 || Iter Time:0.013119935989379883 || Total time:25.72024154663086 Iteration: 98 || Clusters count: 16 || Log posterior: -256281.04354940058 || Iter Time:0.016785144805908203 || Total time:25.737026691436768 Iteration: 99 || Clusters count: 17 || Log posterior: -255924.95849627198 || Iter Time:0.015484094619750977 || Total time:25.75251078605652 Iteration: 100 || Clusters count: 17 || Log posterior: -255907.2462488847 || Iter Time:0.016236066818237305 || Total time:25.768746852874756 Iteration: 101 || Clusters count: 17 || Log posterior: -255904.2012428494 || Iter Time:0.016085147857666016 || Total time:25.784832000732422 Iteration: 102 || Clusters count: 17 || Log posterior: -255907.15144404356 || Iter Time:0.021871089935302734 || Total time:25.806703090667725 Iteration: 103 || Clusters count: 17 || Log posterior: -255913.44670317305 || Iter Time:0.016602039337158203 || Total time:25.823305130004883 Iteration: 104 || Clusters count: 17 || Log posterior: -255899.41862018607 || Iter Time:0.01757216453552246 || Total time:25.840877294540405 Loading and distributing data: 0.000850 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 18 || Log posterior: -255344.72972724898 || Iter Time:0.02400684356689453 || Total time:25.8648841381073 Iteration: 106 || Clusters count: 18 || Log posterior: -255268.80889209954 || Iter Time:0.025650978088378906 || Total time:25.89053511619568 Iteration: 107 || Clusters count: 18 || Log posterior: -255271.94393620262 || Iter Time:0.01990509033203125 || Total time:25.91044020652771 Iteration: 108 || Clusters count: 18 || Log posterior: -255258.72480357302 || Iter Time:0.019427061080932617 || Total time:25.929867267608643 Iteration: 109 || Clusters count: 18 || Log posterior: -255274.4418706207 || Iter Time:0.019875049591064453 || Total time:25.949742317199707 Iteration: 110 || Clusters count: 18 || Log posterior: -255260.70925047284 || Iter Time:0.023391008377075195 || Total time:25.973133325576782 Iteration: 111 || Clusters count: 18 || Log posterior: -255260.69922111655 || Iter Time:0.02023005485534668 || Total time:25.99336338043213 Iteration: 112 || Clusters count: 18 || Log posterior: -255261.62597938543 || Iter Time:0.01964116096496582 || Total time:26.013004541397095 Iteration: 113 || Clusters count: 18 || Log posterior: -255259.85690200684 || Iter Time:0.019974946975708008 || Total time:26.032979488372803 Iteration: 114 || Clusters count: 20 || Log posterior: -254671.56111085278 || Iter Time:0.0277559757232666 || Total time:26.06073546409607 Iteration: 115 || Clusters count: 20 || Log posterior: -254558.28275339524 || Iter Time:0.020554065704345703 || Total time:26.081289529800415 Iteration: 116 || Clusters count: 20 || Log posterior: -254553.67180251845 || Iter Time:0.020734071731567383 || Total time:26.102023601531982 Iteration: 117 || Clusters count: 20 || Log posterior: -254553.46823448234 || Iter Time:0.02398681640625 || Total time:26.126010417938232 Iteration: 118 || Clusters count: 20 || Log posterior: -254553.01832187464 || Iter Time:0.02038407325744629 || Total time:26.14639449119568 Iteration: 119 || Clusters count: 20 || Log posterior: -254555.36101010896 || Iter Time:0.01988697052001953 || Total time:26.1662814617157 Iteration: 120 || Clusters count: 20 || Log posterior: -254562.65845752897 || Iter Time:0.020693063735961914 || Total time:26.18697452545166 Iteration: 121 || Clusters count: 20 || Log posterior: -254555.63742940704 || Iter Time:0.027597904205322266 || Total time:26.214572429656982 Iteration: 122 || Clusters count: 20 || Log posterior: -254560.29612309727 || Iter Time:0.022069215774536133 || Total time:26.23664164543152 Iteration: 123 || Clusters count: 20 || Log posterior: -254553.3085851082 || Iter Time:0.02181696891784668 || Total time:26.258458614349365 Iteration: 124 || Clusters count: 20 || Log posterior: -254552.14313686476 || Iter Time:0.026411056518554688 || Total time:26.28486967086792 Iteration: 125 || Clusters count: 20 || Log posterior: -254552.14313686476 || Iter Time:0.020634889602661133 || Total time:26.30550456047058 Loading and distributing data: 0.000851 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -254697.54302898317 || Iter Time:0.022176027297973633 || Total time:26.327680587768555 Iteration: 127 || Clusters count: 20 || Log posterior: -254658.62202931393 || Iter Time:0.02181696891784668 || Total time:26.3494975566864 Iteration: 128 || Clusters count: 20 || Log posterior: -254654.88312478614 || Iter Time:0.027781009674072266 || Total time:26.377278566360474 Iteration: 129 || Clusters count: 20 || Log posterior: -254652.41251829237 || Iter Time:0.02296590805053711 || Total time:26.40024447441101 Iteration: 130 || Clusters count: 20 || Log posterior: -254654.53462532602 || Iter Time:0.02527785301208496 || Total 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time:26.81845760345459 Iteration: 145 || Clusters count: 20 || Log posterior: -254647.21948485472 || Iter Time:0.0277252197265625 || Total time:26.846182823181152 Iteration: 146 || Clusters count: 20 || Log posterior: -254647.21948485472 || Iter Time:0.03009486198425293 || Total time:26.876277685165405 Loading and distributing data: 0.000842 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -254225.6772320851 || Iter Time:0.027206897735595703 || Total time:26.903484582901 Iteration: 148 || Clusters count: 20 || Log posterior: -254226.13626327866 || Iter Time:0.0272219181060791 || Total time:26.93070650100708 Iteration: 149 || Clusters count: 20 || Log posterior: -254214.12723986385 || Iter Time:0.03099799156188965 || Total time:26.96170449256897 Iteration: 150 || Clusters count: 20 || Log posterior: -254211.41716831448 || Iter Time:0.027857065200805664 || Total time:26.989561557769775 Iteration: 151 || Clusters count: 20 || Log posterior: -254208.2065801469 || Iter Time:0.02735614776611328 || Total time:27.01691770553589 Iteration: 152 || Clusters count: 20 || Log posterior: -254208.2065801469 || Iter Time:0.03308296203613281 || Total time:27.05000066757202 Iteration: 153 || Clusters count: 20 || Log posterior: -254208.34354192822 || Iter Time:0.02714085578918457 || Total time:27.077141523361206 Iteration: 154 || Clusters count: 20 || Log posterior: -254213.27415270728 || Iter Time:0.02683091163635254 || Total time:27.10397243499756 Iteration: 155 || Clusters count: 20 || Log posterior: -254211.7968392207 || Iter Time:0.031009912490844727 || Total time:27.134982347488403 Iteration: 156 || Clusters count: 20 || Log posterior: -254214.1611952345 || Iter Time:0.0276339054107666 || Total time:27.16261625289917 Iteration: 157 || Clusters count: 20 || Log posterior: -254216.2950971257 || Iter Time:0.02769613265991211 || Total time:27.190312385559082 Iteration: 158 || Clusters count: 20 || Log posterior: -254213.21836920542 || 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Clusters count: 20 || Log posterior: -254361.28876872294 || Iter Time:0.025452136993408203 || Total time:27.615500450134277 Iteration: 173 || Clusters count: 20 || Log posterior: -254355.58375484907 || Iter Time:0.024335145950317383 || Total time:27.639835596084595 Iteration: 174 || Clusters count: 20 || Log posterior: -254361.1757024262 || Iter Time:0.028537988662719727 || Total time:27.668373584747314 Iteration: 175 || Clusters count: 20 || Log posterior: -254367.67441936253 || Iter Time:0.02503800392150879 || Total time:27.693411588668823 Iteration: 176 || Clusters count: 20 || Log posterior: -254358.3353120558 || Iter Time:0.024831056594848633 || Total time:27.718242645263672 Iteration: 177 || Clusters count: 20 || Log posterior: -254360.00924421617 || Iter Time:0.0283048152923584 || Total time:27.74654746055603 Iteration: 178 || Clusters count: 20 || Log posterior: -254356.2007064933 || Iter Time:0.02437305450439453 || Total time:27.770920515060425 Iteration: 179 || Clusters count: 20 || Log posterior: -254359.36649294585 || Iter Time:0.02455902099609375 || Total time:27.79547953605652 Iteration: 180 || Clusters count: 20 || Log posterior: -254358.34326936785 || Iter Time:0.029324769973754883 || Total time:27.824804306030273 Iteration: 181 || Clusters count: 20 || Log posterior: -254362.00757514875 || Iter Time:0.02484297752380371 || Total time:27.849647283554077 Iteration: 182 || Clusters count: 20 || Log posterior: -254367.939167282 || Iter Time:0.025235891342163086 || Total time:27.87488317489624 Iteration: 183 || Clusters count: 20 || Log posterior: -254361.65523496308 || Iter Time:0.030456066131591797 || Total time:27.905339241027832 Iteration: 184 || Clusters count: 20 || Log posterior: -254363.37954091735 || Iter Time:0.02619314193725586 || Total time:27.931532382965088 Iteration: 185 || Clusters count: 20 || Log posterior: -254354.49721523764 || Iter Time:0.025867938995361328 || Total time:27.95740032196045 Iteration: 186 || Clusters count: 20 || Log posterior: -254361.02045717754 || Iter Time:0.02986598014831543 || Total time:27.987266302108765 Iteration: 187 || Clusters count: 20 || Log posterior: -254356.24674642048 || Iter Time:0.027958154678344727 || Total time:28.01522445678711 Iteration: 188 || Clusters count: 20 || Log posterior: -254356.24674642048 || Iter Time:0.025465965270996094 || Total time:28.040690422058105 Loading and distributing data: 0.000839 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 21 || Log posterior: -254387.15141173324 || Iter Time:0.03052806854248047 || Total time:28.071218490600586 Iteration: 190 || Clusters count: 21 || Log posterior: -254380.964474179 || Iter Time:0.024723052978515625 || Total time:28.0959415435791 Iteration: 191 || Clusters count: 21 || Log posterior: -254383.48270168662 || Iter Time:0.024863004684448242 || Total time:28.12080454826355 Iteration: 192 || Clusters count: 21 || Log posterior: -254386.86550829627 || Iter Time:0.028781890869140625 || Total time:28.14958643913269 Iteration: 193 || Clusters count: 21 || Log posterior: -254375.43660563006 || Iter Time:0.02499103546142578 || Total time:28.174577474594116 Iteration: 194 || Clusters count: 21 || Log posterior: -254378.55680898484 || Iter Time:0.025302886962890625 || Total time:28.199880361557007 Iteration: 195 || Clusters count: 21 || Log posterior: -254374.2614574078 || Iter Time:0.024919986724853516 || Total time:28.22480034828186 Iteration: 196 || Clusters count: 21 || Log posterior: -254377.17087646213 || Iter Time:0.028601884841918945 || Total time:28.25340223312378 Iteration: 197 || Clusters count: 21 || Log posterior: -254377.33642814716 || Iter Time:0.024517059326171875 || Total time:28.27791929244995 Iteration: 198 || Clusters count: 21 || Log posterior: -254379.50037970132 || Iter Time:0.024560213088989258 || Total time:28.30247950553894 Iteration: 199 || Clusters count: 21 || Log posterior: -254380.32462483578 || Iter Time:0.029985904693603516 || Total time:28.332465410232544 Iteration: 200 || Clusters count: 21 || Log posterior: -254378.51157636943 || Iter Time:0.025864124298095703 || Total time:28.35832953453064 Iteration: 201 || Clusters count: 21 || Log posterior: -254374.2614574078 || Iter Time:0.024533987045288086 || Total time:28.382863521575928 Iteration: 202 || Clusters count: 21 || Log posterior: -254377.70044826306 || Iter Time:0.029223918914794922 || Total time:28.412087440490723 Iteration: 203 || Clusters count: 21 || Log posterior: -254374.2614574078 || Iter Time:0.024845123291015625 || Total time:28.43693256378174 Iteration: 204 || Clusters count: 21 || Log posterior: -254375.40646431744 || Iter Time:0.028805971145629883 || Total time:28.465738534927368 Iteration: 205 || Clusters count: 21 || Log posterior: -254377.5085069629 || Iter Time:0.03327298164367676 || Total time:28.499011516571045 Iteration: 206 || Clusters count: 21 || Log posterior: -254374.2614574078 || Iter Time:0.02962493896484375 || Total time:28.52863645553589 Iteration: 207 || Clusters count: 21 || Log posterior: -254376.25682420665 || Iter Time:0.028595924377441406 || Total time:28.55723237991333 Iteration: 208 || Clusters count: 21 || Log posterior: -254379.09122477387 || Iter Time:0.03369784355163574 || Total time:28.590930223464966 Iteration: 209 || Clusters count: 21 || Log posterior: -254375.40646431744 || Iter Time:0.026539087295532227 || Total time:28.617469310760498 NMI: 0.7941802580834991 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m27.4s [40489, 33333, 27582, 8868, 81990, 37292, 80358, 24919, 44110, 7661, 9828, 208480, 1765, 67818, 30580, 104537, 11902, 101180, 41454, 35854] Loading and distributing data: 0.000192 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7350.902018647228 || Iter Time:4.627629041671753 || Total time:4.627629041671753 Iteration: 1 || Clusters count: 1 || Log posterior: -7350.902018647228 || Iter Time:0.0025680065155029297 || Total time:4.630197048187256 Iteration: 2 || Clusters count: 1 || Log posterior: -7350.902018647228 || Iter Time:0.0014791488647460938 || Total time:4.631676197052002 Iteration: 3 || Clusters count: 1 || Log posterior: -7350.902018647228 || Iter Time:0.0013859272003173828 || Total time:4.633062124252319 Iteration: 4 || Clusters count: 1 || Log posterior: -7350.902018647228 || Iter Time:0.0013399124145507812 || Total time:4.63440203666687 Iteration: 5 || Clusters count: 1 || Log posterior: -7350.902018647228 || Iter Time:0.00145721435546875 || Total time:4.635859251022339 Iteration: 6 || Clusters count: 1 || Log posterior: -7350.902018647228 || Iter Time:0.001611948013305664 || Total time:4.6374711990356445 Iteration: 7 || Clusters count: 1 || Log posterior: -7350.902018647228 || Iter Time:0.0017390251159667969 || Total time:4.639210224151611 Iteration: 8 || Clusters count: 2 || Log posterior: -6948.991212851466 || Iter Time:0.15474581718444824 || Total time:4.79395604133606 Iteration: 9 || Clusters count: 2 || Log posterior: -6938.245292965432 || Iter Time:0.0020601749420166016 || Total time:4.796016216278076 Iteration: 10 || Clusters count: 2 || Log posterior: -6930.416596721308 || Iter Time:0.0017769336700439453 || Total time:4.79779314994812 Iteration: 11 || Clusters count: 2 || Log posterior: -6942.156908050974 || Iter Time:0.0017740726470947266 || Total time:4.799567222595215 Iteration: 12 || Clusters count: 2 || Log posterior: -6928.650350183615 || Iter Time:0.0017800331115722656 || Total time:4.801347255706787 Iteration: 13 || Clusters count: 2 || Log posterior: -6929.537326696907 || Iter Time:0.0017371177673339844 || Total time:4.803084373474121 Iteration: 14 || Clusters count: 2 || Log posterior: -6958.771336276539 || Iter Time:0.0016591548919677734 || Total time:4.804743528366089 Iteration: 15 || Clusters count: 2 || Log posterior: -6932.681186681197 || Iter Time:0.0016591548919677734 || 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Iteration: 23 || Clusters count: 4 || Log posterior: -6550.332935667973 || Iter Time:0.0023870468139648438 || Total time:4.828526735305786 Iteration: 24 || Clusters count: 4 || Log posterior: -6525.3254515451135 || Iter Time:0.002418041229248047 || Total time:4.830944776535034 Iteration: 25 || Clusters count: 4 || Log posterior: -6528.758015749047 || Iter Time:0.0024619102478027344 || Total time:4.833406686782837 Iteration: 26 || Clusters count: 4 || Log posterior: -6493.094989544618 || Iter Time:0.002351999282836914 || Total time:4.835758686065674 Iteration: 27 || Clusters count: 4 || Log posterior: -6497.432734030463 || Iter Time:0.0023910999298095703 || Total time:4.838149785995483 Iteration: 28 || Clusters count: 5 || Log posterior: -6374.643197245719 || Iter Time:0.004307985305786133 || Total time:4.8424577713012695 Iteration: 29 || Clusters count: 6 || Log posterior: -6302.727120488688 || Iter Time:0.004127979278564453 || Total time:4.846585750579834 Iteration: 30 || Clusters count: 6 || Log posterior: -6259.2625138508965 || Iter Time:1.1369390487670898 || Total time:5.983524799346924 false [1, 1, 1, 2, 1, 2, 1, 2, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3] [1, 1, 1, 2, 1, 2, 1, 2, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3] Loading and distributing data: 0.000256 seconds (128 allocations: 13.211 KiB) Iteration: 31 || Clusters count: 7 || Log posterior: -6100.067302078523 || Iter Time:0.031203031539916992 || Total time:6.014727830886841 Iteration: 32 || Clusters count: 7 || Log posterior: -6040.303299797333 || Iter Time:0.007456064224243164 || Total time:6.022183895111084 Loading and distributing data: 0.000135 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 7 || Log posterior: -5233.847196318622 || Iter Time:0.0045621395111083984 || Total time:6.026746034622192 Iteration: 34 || Clusters count: 7 || Log posterior: -5192.94174404848 || Iter Time:0.007972002029418945 || Total time:6.034718036651611 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 7 || Log posterior: -4936.794160512476 || Iter Time:0.00409388542175293 || Total time:6.038811922073364 Iteration: 36 || Clusters count: 7 || Log posterior: -4922.560213344183 || Iter Time:0.007378101348876953 || Total time:6.046190023422241 Loading and distributing data: 0.000111 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 7 || Log posterior: -4982.24927053398 || Iter Time:0.004133939743041992 || Total time:6.050323963165283 Iteration: 38 || Clusters count: 7 || Log posterior: -4953.460973228371 || Iter Time:0.007402896881103516 || Total time:6.057726860046387 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 7 || Log posterior: -5033.23326095614 || Iter Time:0.004163980484008789 || Total time:6.0618908405303955 Iteration: 40 || Clusters count: 7 || Log posterior: -4985.959281773909 || Iter Time:0.007769107818603516 || Total time:6.069659948348999 Loading and distributing data: 0.000126 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 7 || Log posterior: -5021.250643392627 || Iter Time:0.004847049713134766 || Total time:6.074506998062134 Iteration: 42 || Clusters count: 7 || Log posterior: -5000.8160911966925 || Iter Time:0.09638810157775879 || Total time:6.170895099639893 Loading and distributing data: 0.000127 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 9 || Log posterior: -4854.540485536154 || Iter Time:0.006539106369018555 || Total time:6.177434206008911 Iteration: 44 || Clusters count: 9 || Log posterior: -4793.4770815713255 || Iter Time:0.009699821472167969 || Total time:6.187134027481079 Loading and distributing data: 0.000146 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 10 || Log posterior: -4809.235293522026 || Iter Time:0.006659984588623047 || Total time:6.193794012069702 Iteration: 46 || Clusters count: 10 || Log posterior: -4755.3435941167845 || Iter Time:0.010912895202636719 || Total time:6.204706907272339 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 10 || Log posterior: -4749.522516957313 || Iter Time:0.006109952926635742 || Total time:6.210816860198975 Iteration: 48 || Clusters count: 10 || Log posterior: -4721.714860810972 || Iter Time:0.010925054550170898 || Total time:6.2217419147491455 Loading and distributing data: 0.000121 seconds (128 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posterior: -4501.028254877227 || Iter Time:0.010173797607421875 || Total time:7.03466010093689 Iteration: 72 || Clusters count: 14 || Log posterior: -4453.83971594663 || Iter Time:0.014883995056152344 || Total time:7.049544095993042 Loading and distributing data: 0.000123 seconds (128 allocations: 13.180 KiB) Iteration: 73 || Clusters count: 14 || Log posterior: -4489.072821252113 || Iter Time:0.009692192077636719 || Total time:7.059236288070679 Iteration: 74 || Clusters count: 14 || Log posterior: -4410.7391196486615 || Iter Time:0.015025138854980469 || Total time:7.074261426925659 Loading and distributing data: 0.000135 seconds (128 allocations: 13.180 KiB) Iteration: 75 || Clusters count: 15 || Log posterior: -4461.069405053517 || Iter Time:0.011735916137695312 || Total time:7.0859973430633545 Iteration: 76 || Clusters count: 15 || Log posterior: -4408.108950273277 || Iter Time:0.016546964645385742 || Total time:7.10254430770874 Loading and distributing data: 0.000115 seconds (128 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-4374.890378332291 || Iter Time:0.01628279685974121 || Total time:7.489103555679321 Iteration: 100 || Clusters count: 15 || Log posterior: -4346.092117689973 || Iter Time:0.02168893814086914 || Total time:7.51079249382019 Loading and distributing data: 0.000142 seconds (128 allocations: 13.180 KiB) Iteration: 101 || Clusters count: 15 || Log posterior: -4375.3870938744 || Iter Time:0.015272855758666992 || Total time:7.526065349578857 Iteration: 102 || Clusters count: 15 || Log posterior: -4339.7116051356925 || Iter Time:0.020689010620117188 || Total time:7.546754360198975 Loading and distributing data: 0.000121 seconds (128 allocations: 13.180 KiB) Iteration: 103 || Clusters count: 15 || Log posterior: -4341.948851380593 || Iter Time:0.015783071517944336 || Total time:7.562537431716919 Iteration: 104 || Clusters count: 15 || Log posterior: -4321.968692543148 || Iter Time:0.0224149227142334 || Total time:7.584952354431152 Loading and distributing data: 0.000122 seconds (128 allocations: 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Iteration: 289 || Clusters count: 16 || Log posterior: -4236.3541223096845 || Iter Time:0.01579904556274414 || Total time:11.349624633789062 Iteration: 290 || Clusters count: 16 || Log posterior: -4217.650727376481 || Iter Time:0.02132892608642578 || Total time:11.370953559875488 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 291 || Clusters count: 16 || Log posterior: -4256.409346944011 || Iter Time:0.01569390296936035 || Total time:11.386647462844849 Iteration: 292 || Clusters count: 16 || Log posterior: -4228.51007351625 || Iter Time:0.021333932876586914 || Total time:11.407981395721436 Loading and distributing data: 0.000119 seconds (128 allocations: 13.180 KiB) Iteration: 293 || Clusters count: 16 || Log posterior: -4261.234470612276 || Iter Time:0.01698589324951172 || Total time:11.424967288970947 Iteration: 294 || Clusters count: 16 || Log posterior: -4234.817080145376 || Iter Time:0.022511959075927734 || Total time:11.447479248046875 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-4354.841817441387 || Iter Time:0.016474008560180664 || Total time:15.081051111221313 Iteration: 478 || Clusters count: 17 || Log posterior: -4305.0375854039885 || Iter Time:0.021609067916870117 || Total time:15.102660179138184 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 479 || Clusters count: 17 || Log posterior: -4307.5205706031 || Iter Time:0.015119075775146484 || Total time:15.11777925491333 Iteration: 480 || Clusters count: 17 || Log posterior: -4275.545514797945 || Iter Time:0.021854162216186523 || Total time:15.139633417129517 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 481 || Clusters count: 17 || Log posterior: -4340.600213432271 || Iter Time:0.01524806022644043 || Total time:15.154881477355957 Iteration: 482 || Clusters count: 17 || Log posterior: -4299.280050199241 || Iter Time:0.020762920379638672 || Total time:15.175644397735596 Loading and distributing data: 0.000113 seconds (129 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Iteration: 655 || Clusters count: 16 || Log posterior: -4311.610186944214 || Iter Time:0.016101837158203125 || Total time:18.603419065475464 Iteration: 656 || Clusters count: 16 || Log posterior: -4277.100562268741 || Iter Time:0.024106979370117188 || Total time:18.62752604484558 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 657 || Clusters count: 16 || Log posterior: -4273.012107318086 || Iter Time:0.0171511173248291 || Total time:18.64467716217041 Iteration: 658 || Clusters count: 16 || Log posterior: -4248.276093079556 || Iter Time:0.021551847457885742 || Total time:18.666229009628296 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 659 || Clusters count: 16 || Log posterior: -4319.59004806131 || Iter Time:0.01616692543029785 || Total time:18.682395935058594 Iteration: 660 || Clusters count: 16 || Log posterior: -4281.374683973787 || Iter Time:0.022841930389404297 || Total time:18.705237865447998 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Iteration: 727 || Clusters count: 16 || Log posterior: -4341.205390503975 || Iter Time:0.015838146209716797 || Total time:20.013586282730103 Iteration: 728 || Clusters count: 16 || Log posterior: -4306.064177105038 || Iter Time:0.021676063537597656 || Total time:20.0352623462677 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 729 || Clusters count: 16 || Log posterior: -4296.066034729828 || Iter Time:0.016314983367919922 || Total time:20.05157732963562 Iteration: 730 || Clusters count: 16 || Log posterior: -4261.053472568941 || Iter Time:0.02391195297241211 || Total time:20.075489282608032 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 731 || Clusters count: 16 || Log posterior: -4296.696436257394 || Iter Time:0.019257068634033203 || Total time:20.094746351242065 Iteration: 732 || Clusters count: 16 || Log posterior: -4252.709204210296 || Iter Time:0.022324085235595703 || Total time:20.11707043647766 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|| Log posterior: -4304.774975178102 || Iter Time:0.017806053161621094 || Total time:21.452783823013306 Iteration: 800 || Clusters count: 16 || Log posterior: -4269.031244948829 || Iter Time:0.04190707206726074 || Total time:21.494690895080566 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 801 || Clusters count: 16 || Log posterior: -4303.8770564265715 || Iter Time:0.015841960906982422 || Total time:21.51053285598755 Iteration: 802 || Clusters count: 16 || Log posterior: -4269.589045324656 || Iter Time:0.02205801010131836 || Total time:21.532590866088867 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 803 || Clusters count: 16 || Log posterior: -4270.946266502425 || Iter Time:0.016158103942871094 || Total time:21.54874897003174 Iteration: 804 || Clusters count: 16 || Log posterior: -4230.801635877238 || Iter Time:0.021836042404174805 || Total time:21.570585012435913 Loading and distributing data: 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Iteration: 1247 || Clusters count: 16 || Log posterior: -4338.366797560719 || Iter Time:0.01671600341796875 || Total time:30.620052814483643 Iteration: 1248 || Clusters count: 16 || Log posterior: -4292.644165377395 || Iter Time:0.021773099899291992 || Total time:30.641825914382935 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1249 || Clusters count: 16 || Log posterior: -4289.755853764381 || Iter Time:0.0160830020904541 || Total time:30.65790891647339 Iteration: 1250 || Clusters count: 16 || Log posterior: -4268.130152563691 || Iter Time:0.021860122680664062 || Total time:30.679769039154053 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1251 || Clusters count: 16 || Log posterior: -4272.470490917079 || Iter Time:0.016235828399658203 || Total time:30.69600486755371 Iteration: 1252 || Clusters count: 16 || Log posterior: -4247.82241349822 || Iter Time:0.02330183982849121 || Total time:30.719306707382202 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-4293.175470273291 || Iter Time:0.021764039993286133 || Total time:31.28535509109497 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1281 || Clusters count: 16 || Log posterior: -4322.633258783049 || Iter Time:0.016959190368652344 || Total time:31.302314281463623 Iteration: 1282 || Clusters count: 16 || Log posterior: -4291.883767909206 || Iter Time:0.02286696434020996 || Total time:31.325181245803833 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1283 || Clusters count: 16 || Log posterior: -4328.599999359302 || Iter Time:0.04004788398742676 || Total time:31.36522912979126 Iteration: 1284 || Clusters count: 16 || Log posterior: -4292.246318911257 || Iter Time:0.023901939392089844 || Total time:31.38913106918335 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1285 || Clusters count: 16 || Log posterior: -4336.092563422679 || Iter Time:0.01677703857421875 || Total 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Iteration: 1363 || Clusters count: 16 || Log posterior: -4295.993549663662 || Iter Time:0.04327201843261719 || Total time:33.02465867996216 Iteration: 1364 || Clusters count: 16 || Log posterior: -4258.545420360698 || Iter Time:0.022614002227783203 || Total time:33.04727268218994 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1365 || Clusters count: 17 || Log posterior: -4247.476329369846 || Iter Time:0.01700305938720703 || Total time:33.06427574157715 Iteration: 1366 || Clusters count: 17 || Log posterior: -4227.559878874166 || Iter Time:0.02218914031982422 || Total time:33.08646488189697 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1367 || Clusters count: 17 || Log posterior: -4282.354092557368 || Iter Time:0.016501188278198242 || Total time:33.10296607017517 Iteration: 1368 || Clusters count: 17 || Log posterior: -4249.592917452909 || Iter Time:0.021867990493774414 || Total time:33.124834060668945 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Iteration: 1435 || Clusters count: 16 || Log posterior: -4335.670912943392 || Iter Time:0.017314910888671875 || Total time:34.521286964416504 Iteration: 1436 || Clusters count: 16 || Log posterior: -4287.649002021477 || Iter Time:0.02184295654296875 || Total time:34.54312992095947 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1437 || Clusters count: 16 || Log posterior: -4295.289390860312 || Iter Time:0.01646900177001953 || Total time:34.55959892272949 Iteration: 1438 || Clusters count: 16 || Log posterior: -4257.899326711558 || Iter Time:0.02189803123474121 || Total time:34.58149695396423 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1439 || Clusters count: 16 || Log posterior: -4256.757416916344 || Iter Time:0.01648402214050293 || Total time:34.597980976104736 Iteration: 1440 || Clusters count: 16 || Log posterior: -4214.896835536195 || Iter Time:0.04366302490234375 || Total time:34.64164400100708 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Iteration: 1507 || Clusters count: 16 || Log posterior: -4342.196376304536 || Iter Time:0.017925024032592773 || Total time:35.98266577720642 Iteration: 1508 || Clusters count: 16 || Log posterior: -4277.5033903376325 || Iter Time:0.02183699607849121 || Total time:36.00450277328491 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1509 || Clusters count: 16 || Log posterior: -4335.147049844804 || Iter Time:0.01887989044189453 || Total time:36.02338266372681 Iteration: 1510 || Clusters count: 16 || Log posterior: -4293.034021605504 || Iter Time:0.022078990936279297 || Total time:36.045461654663086 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1511 || Clusters count: 16 || Log posterior: -4311.771623830023 || Iter Time:0.017136096954345703 || Total time:36.06259775161743 Iteration: 1512 || Clusters count: 16 || Log posterior: -4280.791706482128 || Iter Time:0.02329707145690918 || Total time:36.08589482307434 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-4315.793211014019 || Iter Time:0.01652693748474121 || Total time:36.8869423866272 Iteration: 1552 || Clusters count: 16 || Log posterior: -4276.352841334803 || Iter Time:0.02187514305114746 || Total time:36.908817529678345 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1553 || Clusters count: 16 || Log posterior: -4325.771972413254 || Iter Time:0.01630687713623047 || Total time:36.925124406814575 Iteration: 1554 || Clusters count: 16 || Log posterior: -4303.154369048256 || Iter Time:0.021635055541992188 || Total time:36.94675946235657 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1555 || Clusters count: 16 || Log posterior: -4357.997842975173 || Iter Time:0.01741504669189453 || Total time:36.96417450904846 Iteration: 1556 || Clusters count: 16 || Log posterior: -4329.951568138715 || Iter Time:0.02168107032775879 || Total time:36.98585557937622 Loading and distributing data: 0.000139 seconds (129 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Iteration: 1601 || Clusters count: 16 || Log posterior: -4309.254306259806 || Iter Time:0.017000913619995117 || Total time:37.88902759552002 Iteration: 1602 || Clusters count: 16 || Log posterior: -4264.986448695857 || Iter Time:0.02235698699951172 || Total time:37.91138458251953 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1603 || Clusters count: 16 || Log posterior: -4302.410494711837 || Iter Time:0.01752614974975586 || Total time:37.92891073226929 Iteration: 1604 || Clusters count: 16 || Log posterior: -4266.904324339223 || Iter Time:0.023454904556274414 || Total time:37.95236563682556 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1605 || Clusters count: 16 || Log posterior: -4315.767603158337 || Iter Time:0.016833782196044922 || Total time:37.969199419021606 Iteration: 1606 || Clusters count: 16 || Log posterior: -4283.886213021266 || Iter Time:0.043515920639038086 || Total 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Iteration: 1695 || Clusters count: 17 || Log posterior: -4344.742148491537 || Iter Time:0.01802992820739746 || Total time:39.81015396118164 Iteration: 1696 || Clusters count: 17 || Log posterior: -4300.4835185004695 || Iter Time:0.023812055587768555 || Total time:39.83396601676941 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1697 || Clusters count: 17 || Log posterior: -4307.445097965075 || Iter Time:0.018368959426879883 || Total time:39.85233497619629 Iteration: 1698 || Clusters count: 17 || Log posterior: -4285.906603795278 || Iter Time:0.024567127227783203 || Total time:39.87690210342407 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1699 || Clusters count: 16 || Log posterior: -4256.542232643075 || Iter Time:0.018429994583129883 || Total time:39.8953320980072 Iteration: 1700 || Clusters count: 16 || Log posterior: -4214.703370949791 || Iter Time:0.02090907096862793 || Total time:39.91624116897583 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Iteration: 1734 || Clusters count: 16 || Log posterior: -4249.538910178841 || Iter Time:0.021911144256591797 || Total time:40.592236280441284 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1735 || Clusters count: 16 || Log posterior: -4291.4536239460285 || Iter Time:0.016766071319580078 || Total time:40.609002351760864 Iteration: 1736 || Clusters count: 16 || Log posterior: -4240.411426969143 || Iter Time:0.021932125091552734 || Total time:40.63093447685242 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1737 || Clusters count: 16 || Log posterior: -4290.0968059894485 || Iter Time:0.016632080078125 || Total time:40.64756655693054 Iteration: 1738 || Clusters count: 16 || Log posterior: -4266.627319895324 || Iter Time:0.02189016342163086 || Total time:40.66945672035217 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1739 || Clusters count: 16 || Log posterior: 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17 || Log posterior: -4248.4833681024265 || Iter Time:0.024044036865234375 || Total time:41.042954206466675 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1757 || Clusters count: 18 || Log posterior: -4314.315716978187 || Iter Time:0.0182039737701416 || Total time:41.061158180236816 Iteration: 1758 || Clusters count: 17 || Log posterior: -4257.0392477517125 || Iter Time:0.023152828216552734 || Total time:41.08431100845337 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1759 || Clusters count: 17 || Log posterior: -4326.640707251011 || Iter Time:0.016540050506591797 || Total time:41.10085105895996 Iteration: 1760 || Clusters count: 17 || Log posterior: -4292.5096667009775 || Iter Time:0.02185797691345215 || Total time:41.12270903587341 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1761 || Clusters count: 17 || Log posterior: -4318.449734082547 || Iter 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Iteration: 1767 || Clusters count: 17 || Log posterior: -4290.658896695369 || Iter Time:0.018034934997558594 || Total time:41.254393100738525 Iteration: 1768 || Clusters count: 17 || Log posterior: -4247.641808212031 || Iter Time:0.023262977600097656 || Total time:41.27765607833862 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1769 || Clusters count: 17 || Log posterior: -4278.812715739458 || Iter Time:0.018815994262695312 || Total time:41.29647207260132 Iteration: 1770 || Clusters count: 17 || Log posterior: -4250.21476140121 || Iter Time:0.02207493782043457 || Total time:41.31854701042175 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1771 || Clusters count: 17 || Log posterior: -4256.127432216649 || Iter Time:0.01694512367248535 || Total time:41.33549213409424 Iteration: 1772 || Clusters count: 17 || Log posterior: -4219.5952815344 || Iter Time:0.022899150848388672 || Total time:41.35839128494263 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-4273.246109641052 || Iter Time:0.02195000648498535 || Total time:41.499051332473755 Loading and distributing data: 0.000172 seconds (129 allocations: 13.195 KiB) Iteration: 1779 || Clusters count: 17 || Log posterior: -4293.196052111584 || Iter Time:0.016896963119506836 || Total time:41.51594829559326 Iteration: 1780 || Clusters count: 17 || Log posterior: -4261.2263570703835 || Iter Time:0.02248096466064453 || Total time:41.538429260253906 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1781 || Clusters count: 17 || Log posterior: -4276.30212533171 || Iter Time:0.01790308952331543 || Total time:41.55633234977722 Iteration: 1782 || Clusters count: 17 || Log posterior: -4232.387276127012 || Iter Time:0.022443056106567383 || Total time:41.57877540588379 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1783 || Clusters count: 17 || Log posterior: -4332.9607647354205 || Iter Time:0.016691207885742188 || Total 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|| Log posterior: -4316.489060827001 || Iter Time:0.01656794548034668 || Total time:41.71540069580078 Iteration: 1790 || Clusters count: 17 || Log posterior: -4288.429670229495 || Iter Time:0.02274298667907715 || Total time:41.73814368247986 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1791 || Clusters count: 17 || Log posterior: -4288.053569782582 || Iter Time:0.01633310317993164 || Total time:41.75447678565979 Iteration: 1792 || Clusters count: 17 || Log posterior: -4258.913082175758 || Iter Time:0.022509098052978516 || Total time:41.77698588371277 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1793 || Clusters count: 17 || Log posterior: -4305.83836246949 || Iter Time:0.016893863677978516 || Total time:41.79387974739075 Iteration: 1794 || Clusters count: 17 || Log posterior: -4253.866339457763 || Iter Time:0.023478984832763672 || Total time:41.81735873222351 Loading and distributing data: 0.000143 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-4315.4789154414875 || Iter Time:0.01845693588256836 || Total time:42.17684578895569 Iteration: 1812 || Clusters count: 17 || Log posterior: -4282.670309747278 || Iter Time:0.02364206314086914 || Total time:42.20048785209656 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1813 || Clusters count: 17 || Log posterior: -4377.1074597222605 || Iter Time:0.01851797103881836 || Total time:42.219005823135376 Iteration: 1814 || Clusters count: 17 || Log posterior: -4333.465622746511 || Iter Time:0.023512840270996094 || Total time:42.24251866340637 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1815 || Clusters count: 18 || Log posterior: -4342.290864240221 || Iter Time:0.017549991607666016 || Total time:42.26006865501404 Iteration: 1816 || Clusters count: 17 || Log posterior: -4301.97751524765 || Iter Time:0.024240970611572266 || Total time:42.28430962562561 Loading and distributing data: 0.000120 seconds (129 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16 || Log posterior: -4250.904538541512 || Iter Time:0.021771907806396484 || Total time:42.531304359436035 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1829 || Clusters count: 16 || Log posterior: -4312.355122170225 || Iter Time:0.016566038131713867 || Total time:42.54787039756775 Iteration: 1830 || Clusters count: 16 || Log posterior: -4276.720753459357 || Iter Time:0.022403955459594727 || Total time:42.570274353027344 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1831 || Clusters count: 16 || Log posterior: -4316.222490759241 || Iter Time:0.016663074493408203 || Total time:42.58693742752075 Iteration: 1832 || Clusters count: 16 || Log posterior: -4281.776340286359 || Iter Time:0.0453801155090332 || Total time:42.632317543029785 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1833 || Clusters count: 16 || Log posterior: -4296.516627069906 || Iter 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Iteration: 1839 || Clusters count: 16 || Log posterior: -4234.360944529156 || Iter Time:0.016408920288085938 || Total time:42.76559400558472 Iteration: 1840 || Clusters count: 16 || Log posterior: -4219.614467249383 || Iter Time:0.021945953369140625 || Total time:42.78753995895386 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 16 || Log posterior: -4299.158366748993 || Iter Time:0.01734614372253418 || Total time:42.80488610267639 Iteration: 1842 || Clusters count: 16 || Log posterior: -4266.78929219771 || Iter Time:0.022231101989746094 || Total time:42.82711720466614 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 16 || Log posterior: -4319.126897754571 || Iter Time:0.016592979431152344 || Total time:42.84371018409729 Iteration: 1844 || Clusters count: 16 || Log posterior: -4288.516082371387 || Iter Time:0.02186894416809082 || Total time:42.86557912826538 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 16 || Log posterior: -4295.844990538545 || Iter Time:0.01661396026611328 || Total time:42.882193088531494 Iteration: 1846 || Clusters count: 16 || Log posterior: -4266.875006073936 || Iter Time:0.02208399772644043 || Total time:42.904277086257935 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 16 || Log posterior: -4322.784788989977 || Iter Time:0.016802072525024414 || Total time:42.92107915878296 Iteration: 1848 || Clusters count: 16 || Log posterior: -4297.491295618965 || Iter Time:0.022129058837890625 || Total time:42.94320821762085 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 16 || Log posterior: -4358.62846387507 || Iter Time:0.016896963119506836 || Total time:42.960105180740356 Iteration: 1850 || Clusters count: 16 || Log posterior: -4315.29728212568 || Iter Time:0.02270793914794922 || Total time:42.982813119888306 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 16 || Log posterior: -4295.8281820760285 || Iter Time:0.016391992568969727 || Total time:42.999205112457275 Iteration: 1852 || Clusters count: 16 || Log posterior: -4273.438347994822 || Iter Time:0.021765947341918945 || Total time:43.020971059799194 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 17 || Log posterior: -4278.877741225158 || Iter Time:0.01616215705871582 || Total time:43.03713321685791 Iteration: 1854 || Clusters count: 17 || Log posterior: -4257.627627692189 || Iter Time:0.022882938385009766 || Total time:43.06001615524292 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 17 || Log posterior: -4296.09247079265 || Iter Time:0.016098976135253906 || Total 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Log posterior: -4321.317371551942 || Iter Time:0.016620159149169922 || Total time:43.18997287750244 Iteration: 1862 || Clusters count: 17 || Log posterior: -4272.122115218874 || Iter Time:0.04504990577697754 || Total time:43.23502278327942 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 17 || Log posterior: -4249.119508025941 || Iter Time:0.016638994216918945 || Total time:43.25166177749634 Iteration: 1864 || Clusters count: 17 || Log posterior: -4223.913814230609 || Iter Time:0.023540973663330078 || Total time:43.27520275115967 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 17 || Log posterior: -4232.734461973215 || Iter Time:0.018419981002807617 || Total time:43.293622732162476 Iteration: 1866 || Clusters count: 17 || Log posterior: -4194.6479991474425 || Iter Time:0.02470088005065918 || Total time:43.318323612213135 Loading and distributing data: 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Time:0.023832082748413086 || Total time:43.44445300102234 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 17 || Log posterior: -4300.284920640203 || Iter Time:0.01780986785888672 || Total time:43.462262868881226 Iteration: 1874 || Clusters count: 17 || Log posterior: -4271.660704083978 || Iter Time:0.023341894149780273 || Total time:43.485604763031006 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 17 || Log posterior: -4309.219739311445 || Iter Time:0.01746988296508789 || Total time:43.503074645996094 Iteration: 1876 || Clusters count: 17 || Log posterior: -4255.855830158885 || Iter Time:0.023853063583374023 || Total time:43.52692770957947 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 17 || Log posterior: -4285.956253673593 || Iter Time:0.018074989318847656 || Total time:43.545002698898315 Iteration: 1878 || Clusters count: 17 || Log posterior: -4253.668544615155 || Iter Time:0.02435612678527832 || Total time:43.569358825683594 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 17 || Log posterior: -4319.58522525664 || Iter Time:0.018049001693725586 || Total time:43.58740782737732 Iteration: 1880 || Clusters count: 17 || Log posterior: -4273.94715231429 || Iter Time:0.024959802627563477 || Total time:43.61236763000488 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 17 || Log posterior: -4289.661879333765 || Iter Time:0.018359899520874023 || Total time:43.63072752952576 Iteration: 1882 || Clusters count: 17 || Log posterior: -4262.991382476879 || Iter Time:0.02398204803466797 || Total time:43.654709577560425 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 17 || Log posterior: -4319.947956000603 || Iter Time:0.01827716827392578 || Total time:43.67298674583435 Iteration: 1884 || Clusters count: 17 || Log posterior: -4263.766906027077 || Iter Time:0.023630142211914062 || Total time:43.696616888046265 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 17 || Log posterior: -4239.95902846626 || Iter Time:0.017709016799926758 || Total time:43.71432590484619 Iteration: 1886 || Clusters count: 17 || Log posterior: -4220.990209601343 || Iter Time:0.022513866424560547 || Total time:43.73683977127075 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 17 || Log posterior: -4286.065067148834 || Iter Time:0.018219947814941406 || Total time:43.75505971908569 Iteration: 1888 || Clusters count: 17 || Log posterior: -4251.9898855000465 || Iter Time:0.024345874786376953 || Total time:43.77940559387207 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 17 || Log posterior: -4307.28287838306 || Iter Time:0.04194188117980957 || Total time:43.82134747505188 Iteration: 1890 || Clusters count: 17 || Log posterior: -4268.183265140074 || Iter Time:0.022642135620117188 || Total time:43.843989610672 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 17 || Log posterior: -4263.558942977975 || Iter Time:0.016930103302001953 || Total time:43.860919713974 Iteration: 1892 || Clusters count: 17 || Log posterior: -4219.908166116628 || Iter Time:0.024031877517700195 || Total time:43.8849515914917 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 17 || Log posterior: -4284.01688269579 || Iter Time:0.017405986785888672 || Total time:43.90235757827759 Iteration: 1894 || Clusters count: 17 || Log posterior: -4264.6286766711355 || Iter Time:0.02403998374938965 || Total time:43.92639756202698 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 17 || Log posterior: -4329.786710917062 || Iter Time:0.019762039184570312 || Total time:43.94615960121155 Iteration: 1896 || Clusters count: 17 || Log posterior: -4288.162538866898 || Iter Time:0.022700786590576172 || Total time:43.968860387802124 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 17 || Log posterior: -4227.54585047639 || Iter Time:0.016459226608276367 || Total time:43.9853196144104 Iteration: 1898 || Clusters count: 17 || Log posterior: -4206.335102236857 || Iter Time:0.022478103637695312 || Total time:44.007797718048096 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 17 || Log posterior: -4258.155313929424 || Iter Time:0.017007112503051758 || Total time:44.02480483055115 Iteration: 1900 || Clusters count: 17 || Log posterior: -4231.7094577782 || Iter Time:0.02326488494873047 || Total time:44.04806971549988 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 17 || Log posterior: -4282.066232911284 || Iter Time:0.01690816879272461 || Total time:44.0649778842926 Iteration: 1902 || Clusters count: 17 || Log posterior: -4235.021745430347 || Iter Time:0.02297496795654297 || Total time:44.087952852249146 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 17 || Log posterior: -4269.8821347514695 || Iter Time:0.021355867385864258 || Total time:44.10930871963501 Iteration: 1904 || Clusters count: 17 || Log posterior: -4234.612275431492 || Iter Time:0.023150920867919922 || Total time:44.13245964050293 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 17 || Log posterior: -4313.353333776592 || Iter Time:0.016850948333740234 || Total time:44.14931058883667 Iteration: 1906 || Clusters count: 17 || Log posterior: -4287.784122419219 || Iter Time:0.021509170532226562 || Total time:44.1708197593689 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 17 || Log posterior: -4314.835355113363 || Iter Time:0.0157320499420166 || Total time:44.18655180931091 Iteration: 1908 || Clusters count: 17 || Log posterior: -4292.986356168589 || Iter Time:0.021537065505981445 || Total time:44.208088874816895 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 17 || Log posterior: -4301.597965896204 || Iter Time:0.015583992004394531 || Total time:44.22367286682129 Iteration: 1910 || Clusters count: 17 || Log posterior: -4274.287044892826 || Iter Time:0.021883010864257812 || Total time:44.24555587768555 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 17 || Log posterior: -4320.923795056862 || Iter Time:0.015687942504882812 || Total time:44.26124382019043 Iteration: 1912 || Clusters count: 17 || Log posterior: -4269.315467630587 || Iter Time:0.021919965744018555 || Total time:44.28316378593445 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 17 || Log posterior: -4310.473278824631 || Iter Time:0.016808032989501953 || Total time:44.29997181892395 Iteration: 1914 || Clusters count: 17 || Log posterior: -4257.041627991103 || Iter Time:0.022437095642089844 || Total time:44.32240891456604 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 17 || Log posterior: -4340.4180073360085 || Iter Time:0.018086910247802734 || Total time:44.34049582481384 Iteration: 1916 || Clusters count: 17 || Log posterior: -4301.078132525365 || Iter Time:0.023774147033691406 || Total time:44.364269971847534 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 17 || Log posterior: -4325.805256129054 || Iter Time:0.018354177474975586 || Total time:44.38262414932251 Iteration: 1918 || Clusters count: 17 || Log posterior: -4296.907306254553 || Iter Time:0.047554969787597656 || Total time:44.43017911911011 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 17 || Log posterior: -4323.095491811745 || Iter Time:0.019372940063476562 || Total time:44.449552059173584 Iteration: 1920 || Clusters count: 17 || Log posterior: -4302.1846276485885 || Iter Time:0.023712873458862305 || Total time:44.473264932632446 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 17 || Log posterior: -4356.751384475897 || Iter Time:0.017607927322387695 || Total time:44.490872859954834 Iteration: 1922 || Clusters count: 17 || Log posterior: -4317.98449684099 || Iter Time:0.022531986236572266 || Total time:44.513404846191406 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 17 || Log posterior: -4296.500159113468 || Iter Time:0.01685500144958496 || Total time:44.53025984764099 Iteration: 1924 || Clusters count: 17 || Log posterior: -4264.890891229574 || Iter Time:0.023413896560668945 || Total time:44.55367374420166 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 17 || Log posterior: -4305.572077173922 || Iter Time:0.01883983612060547 || Total time:44.572513580322266 Iteration: 1926 || Clusters count: 17 || Log posterior: -4252.6862313085385 || Iter Time:0.023298025131225586 || Total time:44.59581160545349 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 17 || Log posterior: -4297.570965604793 || Iter Time:0.01733684539794922 || Total time:44.61314845085144 Iteration: 1928 || Clusters count: 17 || Log posterior: -4273.181321043901 || Iter Time:0.023468971252441406 || Total time:44.63661742210388 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 17 || Log posterior: -4321.17844114721 || Iter Time:0.017153024673461914 || Total time:44.653770446777344 Iteration: 1930 || Clusters count: 17 || Log posterior: -4280.004482185537 || Iter Time:0.0230410099029541 || Total time:44.6768114566803 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 17 || Log posterior: -4341.9770389111545 || Iter Time:0.018285036087036133 || Total time:44.695096492767334 Iteration: 1932 || Clusters count: 17 || Log posterior: -4310.648412383559 || Iter Time:0.0240781307220459 || Total time:44.71917462348938 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 17 || Log posterior: -4372.0880316957455 || Iter Time:0.018017053604125977 || Total time:44.737191677093506 Iteration: 1934 || Clusters count: 17 || Log posterior: -4332.913214560284 || Iter Time:0.02456498146057129 || Total time:44.76175665855408 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 17 || Log posterior: -4339.197494119452 || Iter Time:0.018145084381103516 || Total time:44.77990174293518 Iteration: 1936 || Clusters count: 17 || Log posterior: -4317.966442234355 || Iter Time:0.024278879165649414 || Total time:44.80418062210083 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 17 || Log posterior: -4270.131409311989 || Iter Time:0.019696950912475586 || Total time:44.823877573013306 Iteration: 1938 || Clusters count: 17 || Log posterior: -4246.943855449758 || Iter Time:0.024770021438598633 || Total time:44.848647594451904 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 17 || Log posterior: -4312.373138809994 || Iter Time:0.018208980560302734 || Total time:44.86685657501221 Iteration: 1940 || Clusters count: 17 || Log posterior: -4279.18456093006 || Iter Time:0.023797988891601562 || Total time:44.89065456390381 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 17 || Log posterior: -4306.691090717719 || Iter Time:0.01852107048034668 || Total time:44.909175634384155 Iteration: 1942 || Clusters count: 17 || Log posterior: -4280.48996266947 || Iter Time:0.02498602867126465 || Total time:44.93416166305542 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 17 || Log posterior: -4320.436648083414 || Iter Time:0.01888585090637207 || Total time:44.95304751396179 Iteration: 1944 || Clusters count: 17 || Log posterior: -4280.293369724113 || Iter Time:0.024866104125976562 || Total time:44.97791361808777 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 17 || Log posterior: -4287.3933156843705 || Iter Time:0.041584014892578125 || Total time:45.01949763298035 Iteration: 1946 || Clusters count: 17 || Log posterior: -4259.983888489532 || Iter Time:0.023695945739746094 || Total time:45.04319357872009 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 17 || Log posterior: -4269.21230173291 || Iter Time:0.017528772354125977 || Total time:45.06072235107422 Iteration: 1948 || Clusters count: 17 || Log posterior: -4241.680537312985 || Iter Time:0.02342700958251953 || Total time:45.08414936065674 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 17 || Log posterior: -4347.097149709183 || Iter Time:0.018484115600585938 || Total time:45.102633476257324 Iteration: 1950 || Clusters count: 17 || Log posterior: -4309.06281892335 || Iter Time:0.022876977920532227 || Total time:45.125510454177856 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 17 || Log posterior: -4340.5438923049005 || Iter Time:0.01682114601135254 || Total time:45.14233160018921 Iteration: 1952 || Clusters count: 17 || Log posterior: -4299.525460519356 || Iter Time:0.022455930709838867 || Total time:45.16478753089905 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 17 || Log posterior: -4348.821315291014 || Iter Time:0.01635003089904785 || Total time:45.181137561798096 Iteration: 1954 || Clusters count: 17 || Log posterior: -4316.115139615575 || Iter Time:0.021371841430664062 || Total time:45.20250940322876 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 17 || Log posterior: -4346.109629420282 || Iter Time:0.015281915664672852 || Total time:45.21779131889343 Iteration: 1956 || Clusters count: 17 || Log posterior: -4317.104847667486 || Iter Time:0.021524906158447266 || Total time:45.23931622505188 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 17 || Log posterior: -4364.417894076681 || Iter Time:0.01673102378845215 || Total time:45.25604724884033 Iteration: 1958 || Clusters count: 17 || Log posterior: -4337.139406858378 || Iter Time:0.02155590057373047 || Total time:45.27760314941406 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 17 || Log posterior: -4347.064445372181 || Iter Time:0.016680002212524414 || Total time:45.29428315162659 Iteration: 1960 || Clusters count: 17 || Log posterior: -4317.297237969891 || Iter Time:0.02156996726989746 || Total time:45.315853118896484 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 17 || Log posterior: -4339.720680520957 || Iter Time:0.01568913459777832 || Total time:45.33154225349426 Iteration: 1962 || Clusters count: 17 || Log posterior: -4307.053947631929 || Iter Time:0.021609067916870117 || Total time:45.35315132141113 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 17 || Log posterior: -4346.128479523672 || Iter Time:0.016513824462890625 || Total time:45.36966514587402 Iteration: 1964 || Clusters count: 17 || Log posterior: -4307.469892047043 || Iter Time:0.022477149963378906 || Total time:45.3921422958374 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 17 || Log posterior: -4312.204504588074 || Iter Time:0.017349958419799805 || Total time:45.4094922542572 Iteration: 1966 || Clusters count: 17 || Log posterior: -4279.853272148915 || Iter Time:0.022001981735229492 || Total time:45.43149423599243 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 17 || Log posterior: -4288.627230838916 || Iter Time:0.016988039016723633 || Total time:45.448482275009155 Iteration: 1968 || Clusters count: 17 || Log posterior: -4265.230575254154 || Iter Time:0.023888111114501953 || Total time:45.47237038612366 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 17 || Log posterior: -4351.8641615763045 || Iter Time:0.016483068466186523 || Total time:45.488853454589844 Iteration: 1970 || Clusters count: 17 || Log posterior: -4280.025366473328 || Iter Time:0.02268195152282715 || Total time:45.51153540611267 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 17 || Log posterior: -4331.0034134629295 || Iter Time:0.016446828842163086 || Total time:45.527982234954834 Iteration: 1972 || Clusters count: 17 || Log posterior: -4280.469315639628 || Iter Time:0.023205995559692383 || Total time:45.551188230514526 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 17 || Log posterior: -4329.053613473967 || Iter Time:0.017052173614501953 || Total time:45.56824040412903 Iteration: 1974 || Clusters count: 17 || Log posterior: -4291.724677229765 || Iter Time:0.04560208320617676 || Total time:45.613842487335205 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 17 || Log posterior: -4338.025681217493 || Iter Time:0.01646590232849121 || Total time:45.630308389663696 Iteration: 1976 || Clusters count: 17 || Log posterior: -4288.553558832944 || Iter Time:0.02394390106201172 || Total time:45.65425229072571 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 18 || Log posterior: -4341.8810838703475 || Iter Time:0.01749706268310547 || Total time:45.67174935340881 Iteration: 1978 || Clusters count: 17 || Log posterior: -4298.204529286222 || Iter Time:0.023095130920410156 || Total time:45.694844484329224 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 17 || Log posterior: -4313.643322749039 || Iter Time:0.016403913497924805 || Total time:45.71124839782715 Iteration: 1980 || Clusters count: 16 || Log posterior: -4281.655038396466 || Iter Time:0.02239680290222168 || Total time:45.73364520072937 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 16 || Log posterior: -4299.3297299167025 || Iter Time:0.01825404167175293 || Total time:45.75189924240112 Iteration: 1982 || Clusters count: 16 || Log posterior: -4275.028045156746 || Iter Time:0.021560192108154297 || Total time:45.77345943450928 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 16 || Log posterior: -4335.139685357945 || Iter Time:0.015965938568115234 || Total time:45.78942537307739 Iteration: 1984 || Clusters count: 16 || Log posterior: -4307.985037356387 || Iter Time:0.022439002990722656 || Total time:45.811864376068115 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 16 || Log posterior: -4317.668553108073 || Iter Time:0.01641702651977539 || Total time:45.82828140258789 Iteration: 1986 || Clusters count: 16 || Log posterior: -4277.510772262954 || Iter Time:0.022025108337402344 || Total time:45.85030651092529 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 16 || Log posterior: -4315.273105194044 || Iter Time:0.016170978546142578 || Total time:45.866477489471436 Iteration: 1988 || Clusters count: 16 || Log posterior: -4284.702480222488 || Iter Time:0.022356033325195312 || Total time:45.88883352279663 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 16 || Log posterior: -4293.312357987304 || Iter Time:0.01632213592529297 || Total time:45.905155658721924 Iteration: 1990 || Clusters count: 16 || Log posterior: -4278.559321923583 || Iter Time:0.02174210548400879 || Total time:45.92689776420593 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 16 || Log posterior: -4320.958175997803 || Iter Time:0.016049861907958984 || Total time:45.94294762611389 Iteration: 1992 || Clusters count: 16 || Log posterior: -4279.577923293381 || Iter Time:0.02196502685546875 || Total time:45.96491265296936 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 16 || Log posterior: -4342.581871585507 || Iter Time:0.017640113830566406 || Total time:45.98255276679993 Iteration: 1994 || Clusters count: 16 || Log posterior: -4291.458698082307 || Iter Time:0.022019147872924805 || Total time:46.00457191467285 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 16 || Log posterior: -4326.386695723585 || Iter Time:0.016659021377563477 || Total time:46.021230936050415 Iteration: 1996 || Clusters count: 16 || Log posterior: -4280.990018539515 || Iter Time:0.022444963455200195 || Total time:46.043675899505615 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 16 || Log posterior: -4246.330281707063 || Iter Time:0.01685500144958496 || Total time:46.0605309009552 Iteration: 1998 || Clusters count: 16 || Log posterior: -4224.840896267993 || Iter Time:0.022404193878173828 || Total time:46.082935094833374 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 16 || Log posterior: -4222.455335716833 || Iter Time:0.01633596420288086 || Total time:46.099271059036255 Iteration: 2000 || Clusters count: 16 || Log posterior: -4189.542369281133 || Iter Time:0.02180314064025879 || Total time:46.121074199676514 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 16 || Log posterior: -4235.100276163373 || Iter Time:0.016360998153686523 || Total time:46.1374351978302 Iteration: 2002 || Clusters count: 16 || Log posterior: -4218.81757500232 || Iter Time:0.022294044494628906 || Total time:46.15972924232483 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 16 || Log posterior: -4249.062114019071 || Iter Time:0.016772031784057617 || Total time:46.17650127410889 Iteration: 2004 || Clusters count: 16 || Log posterior: -4228.723795859235 || Iter Time:0.04539799690246582 || Total time:46.22189927101135 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 16 || Log posterior: -4281.571897225827 || Iter Time:0.017474889755249023 || Total time:46.2393741607666 Iteration: 2006 || Clusters count: 16 || Log posterior: -4259.806097362443 || Iter Time:0.021561145782470703 || Total time:46.26093530654907 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 16 || Log posterior: -4328.218951278061 || Iter Time:0.01639389991760254 || Total time:46.277329206466675 Iteration: 2008 || Clusters count: 16 || Log posterior: -4302.916498910125 || Iter Time:0.021791934967041016 || Total time:46.299121141433716 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 16 || Log posterior: -4324.536975023265 || Iter Time:0.018086910247802734 || Total time:46.31720805168152 Iteration: 2010 || Clusters count: 16 || Log posterior: -4291.745198685378 || Iter Time:0.022133827209472656 || Total time:46.33934187889099 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 16 || Log posterior: -4277.177814608454 || Iter Time:0.016151905059814453 || Total time:46.355493783950806 Iteration: 2012 || Clusters count: 16 || Log posterior: -4249.026104438841 || Iter Time:0.02286219596862793 || Total time:46.378355979919434 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 16 || Log posterior: -4304.905600801907 || Iter Time:0.01630091667175293 || Total time:46.39465689659119 Iteration: 2014 || Clusters count: 16 || Log posterior: -4269.279010494891 || Iter Time:0.021867990493774414 || Total time:46.41652488708496 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 16 || Log posterior: -4334.338003633326 || Iter Time:0.016176939010620117 || Total time:46.43270182609558 Iteration: 2016 || Clusters count: 16 || Log posterior: -4296.272984517956 || Iter Time:0.021965980529785156 || Total time:46.454667806625366 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 16 || Log posterior: -4342.92866760927 || Iter Time:0.016434907913208008 || Total time:46.471102714538574 Iteration: 2018 || Clusters count: 16 || Log posterior: -4313.677788762821 || Iter Time:0.022454023361206055 || Total time:46.49355673789978 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 16 || Log posterior: -4343.42032878621 || Iter Time:0.016236066818237305 || Total time:46.50979280471802 Iteration: 2020 || Clusters count: 16 || Log posterior: -4295.683406041343 || Iter Time:0.02171015739440918 || Total time:46.53150296211243 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 16 || Log posterior: -4256.867309759839 || Iter Time:0.016160964965820312 || Total time:46.54766392707825 Iteration: 2022 || Clusters count: 16 || Log posterior: -4238.484297306032 || Iter Time:0.020606040954589844 || Total time:46.56826996803284 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 16 || Log posterior: -4223.867613274589 || Iter Time:0.015256881713867188 || Total time:46.583526849746704 Iteration: 2024 || Clusters count: 16 || Log posterior: -4199.139944020361 || Iter Time:0.020745038986206055 || Total time:46.60427188873291 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 16 || Log posterior: -4258.354893722622 || Iter Time:0.015159130096435547 || Total time:46.619431018829346 Iteration: 2026 || Clusters count: 16 || Log posterior: -4239.878848161908 || Iter Time:0.020739078521728516 || Total time:46.640170097351074 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 16 || Log posterior: -4307.7253887910165 || Iter Time:0.015438079833984375 || Total time:46.65560817718506 Iteration: 2028 || Clusters count: 16 || Log posterior: -4281.214297738878 || Iter Time:0.021139144897460938 || Total time:46.67674732208252 Avg NMI: 0.9280458618524107 Full NMI: 0.9172356208633391 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m32.0s Testing DPMMSubClustersStreaming tests passed Testing completed after 202.68s PkgEval succeeded after 389.1s