Package evaluation to test DPMMSubClustersStreaming on Julia 1.13.0-DEV.1319 (9cddfda8ef*) started at 2025-10-16T17:49:14.420 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.91s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.1 [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 v0.25.122 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.1 [1a297f60] + FillArrays v1.14.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.66 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.15 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.16.0+0 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.9.9 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.4+0 [efcefdf7] + PCRE2_jll v10.46.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.67.1+0 [3f19e933] + p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 6.29s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 91.85s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_8KypSs/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.122 [ec8451be] KernelFunctions v0.10.66 [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_8KypSs/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.1 [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 v0.25.122 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.1 [1a297f60] FillArrays v1.14.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.66 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.0 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.15 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.16.0+0 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.9.9 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.4+0 [efcefdf7] PCRE2_jll v10.46.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.67.1+0 [3f19e933] p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.048139 seconds (839.12 k allocations: 48.711 MiB, 99.89% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -232991.72548629093 || Iter Time:16.766370058059692 || Total time:16.766370058059692 Iteration: 1 || Clusters count: 1 || Log posterior: -232991.72548629093 || Iter Time:0.00583195686340332 || Total time:16.772202014923096 Iteration: 2 || Clusters count: 1 || Log posterior: -232991.72548629093 || Iter Time:0.00728297233581543 || Total time:16.77948498725891 Iteration: 3 || Clusters count: 1 || Log posterior: -232991.72548629093 || Iter Time:0.005544185638427734 || Total time:16.78502917289734 Iteration: 4 || Clusters count: 1 || Log posterior: -232991.72548629093 || Iter Time:0.005151987075805664 || Total time:16.790181159973145 Iteration: 5 || Clusters count: 1 || Log posterior: -232991.72548629093 || Iter Time:0.015189170837402344 || Total time:16.805370330810547 Iteration: 6 || Clusters count: 1 || Log posterior: -232991.72548629093 || Iter Time:0.004953861236572266 || Total time:16.81032419204712 Iteration: 7 || Clusters count: 1 || Log posterior: -232991.72548629093 || Iter Time:0.00521087646484375 || Total time:16.815535068511963 Iteration: 8 || Clusters count: 1 || Log posterior: -232991.72548629093 || Iter Time:0.005270957946777344 || Total time:16.82080602645874 Iteration: 9 || Clusters count: 1 || Log posterior: -232991.72548629093 || Iter Time:0.0050868988037109375 || Total time:16.82589292526245 Iteration: 10 || Clusters count: 1 || Log posterior: -232991.72548629093 || Iter Time:0.0052220821380615234 || Total time:16.831115007400513 Iteration: 11 || Clusters count: 1 || Log posterior: -232991.72548629093 || Iter Time:0.005330085754394531 || Total time:16.836445093154907 Iteration: 12 || Clusters count: 1 || Log posterior: -232991.72548629093 || Iter Time:0.005383014678955078 || Total time:16.841828107833862 Iteration: 13 || Clusters count: 2 || Log posterior: -232643.40197541774 || Iter Time:3.666271924972534 || Total time:20.508100032806396 Iteration: 14 || Clusters count: 2 || Log posterior: -232610.41318501148 || Iter Time:0.005816936492919922 || Total time:20.513916969299316 Iteration: 15 || Clusters count: 2 || Log posterior: -232595.26943767452 || Iter Time:0.005587100982666016 || Total time:20.519504070281982 Iteration: 16 || Clusters count: 2 || Log posterior: -232613.23234059906 || Iter Time:0.005788087844848633 || Total time:20.52529215812683 Iteration: 17 || Clusters count: 2 || Log posterior: -232592.2945098134 || Iter Time:0.005687236785888672 || Total time:20.53097939491272 Iteration: 18 || Clusters count: 2 || Log posterior: -232575.50495937507 || Iter Time:0.005611896514892578 || Total time:20.536591291427612 Iteration: 19 || Clusters count: 2 || Log posterior: -232531.19099452227 || Iter Time:0.005743980407714844 || Total time:20.542335271835327 Iteration: 20 || Clusters count: 2 || Log posterior: -232473.30202097542 || Iter Time:3.3119351863861084 || Total time:23.854270458221436 Loading and distributing data: 0.000831 seconds (128 allocations: 395.789 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232807.12287622364 || Iter Time:0.03085184097290039 || Total time:23.885122299194336 Iteration: 22 || Clusters count: 2 || Log posterior: -232796.42265093623 || Iter Time:0.005624055862426758 || Total time:23.890746355056763 Iteration: 23 || Clusters count: 2 || Log posterior: -232801.8868456959 || Iter Time:0.005485057830810547 || Total time:23.896231412887573 Iteration: 24 || Clusters count: 2 || Log posterior: -232763.19828023823 || Iter Time:0.005682945251464844 || Total time:23.901914358139038 Iteration: 25 || Clusters count: 2 || Log posterior: -232788.87296987668 || Iter Time:0.005988121032714844 || Total time:23.907902479171753 Iteration: 26 || Clusters count: 2 || Log posterior: -232765.6130521151 || Iter Time:0.005858898162841797 || Total time:23.913761377334595 Iteration: 27 || Clusters count: 2 || Log posterior: -232770.81184007408 || Iter Time:0.005841970443725586 || Total time:23.91960334777832 Iteration: 28 || Clusters count: 3 || Log posterior: -232562.9468925476 || Iter Time:0.007235050201416016 || Total time:23.926838397979736 Iteration: 29 || Clusters count: 3 || Log posterior: -232542.63484882787 || Iter Time:0.006330966949462891 || Total time:23.9331693649292 Iteration: 30 || Clusters count: 3 || Log posterior: -232490.64373336645 || Iter Time:0.006142854690551758 || Total time:23.93931221961975 Iteration: 31 || Clusters count: 3 || Log posterior: -232475.32400872992 || Iter Time:0.006277799606323242 || Total time:23.945590019226074 Iteration: 32 || Clusters count: 3 || Log posterior: -232461.65977332462 || Iter Time:0.00603795051574707 || Total time:23.95162796974182 Iteration: 33 || Clusters count: 3 || Log posterior: -232446.32526798913 || Iter Time:0.005883932113647461 || Total time:23.95751190185547 Iteration: 34 || Clusters count: 3 || Log posterior: -232449.19084376947 || Iter Time:0.005959987640380859 || Total time:23.96347188949585 Iteration: 35 || Clusters count: 3 || Log posterior: -232434.888973048 || Iter Time:0.006025075912475586 || Total time:23.969496965408325 Iteration: 36 || Clusters count: 3 || Log posterior: -232430.14350448913 || Iter Time:0.00616002082824707 || Total time:23.975656986236572 Iteration: 37 || Clusters count: 3 || Log posterior: -232437.0995945149 || Iter Time:0.006051063537597656 || Total time:23.98170804977417 Iteration: 38 || Clusters count: 3 || Log posterior: -232435.75363840198 || Iter Time:0.005960941314697266 || Total time:23.987668991088867 Iteration: 39 || Clusters count: 3 || Log posterior: -232412.88411759443 || Iter Time:0.006021976470947266 || Total time:23.993690967559814 Iteration: 40 || Clusters count: 3 || Log posterior: -232423.23140767074 || Iter Time:0.0056650638580322266 || Total time:23.999356031417847 Iteration: 41 || Clusters count: 3 || Log posterior: -232369.9421234848 || Iter Time:0.005814075469970703 || Total time:24.005170106887817 Loading and distributing data: 0.000562 seconds (128 allocations: 395.789 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262282.4955988052 || Iter Time:0.006089925765991211 || Total time:24.01126003265381 Iteration: 43 || Clusters count: 4 || Log posterior: -261805.63343405613 || Iter Time:0.007012128829956055 || Total time:24.018272161483765 Iteration: 44 || Clusters count: 4 || Log posterior: -261709.95801866901 || Iter Time:0.006003856658935547 || Total time:24.0242760181427 Iteration: 45 || Clusters count: 4 || Log posterior: -261725.64380577306 || Iter Time:0.006201028823852539 || Total time:24.030477046966553 Iteration: 46 || Clusters count: 4 || Log posterior: -261755.63594829632 || Iter Time:0.0062408447265625 || Total time:24.036717891693115 Iteration: 47 || Clusters count: 4 || Log posterior: -261693.46429238215 || Iter Time:0.0062830448150634766 || Total time:24.04300093650818 Iteration: 48 || Clusters count: 4 || Log posterior: -261725.54492771393 || Iter Time:0.006431102752685547 || Total time:24.049432039260864 Iteration: 49 || Clusters count: 4 || Log posterior: -261701.7337624018 || Iter Time:0.006131887435913086 || Total time:24.055563926696777 Iteration: 50 || Clusters count: 4 || Log posterior: -261701.3385516458 || Iter Time:0.0060999393463134766 || Total time:24.06166386604309 Iteration: 51 || Clusters count: 4 || Log posterior: -261714.34385833525 || Iter Time:0.006128072738647461 || Total time:24.06779193878174 Iteration: 52 || Clusters count: 4 || Log posterior: -261705.16858168837 || Iter Time:0.006165027618408203 || Total time:24.073956966400146 Iteration: 53 || Clusters count: 5 || Log posterior: -261432.94546789367 || Iter Time:0.008202075958251953 || Total time:24.0821590423584 Iteration: 54 || Clusters count: 5 || Log posterior: -261386.74432304912 || Iter Time:0.006546974182128906 || Total time:24.088706016540527 Iteration: 55 || Clusters count: 5 || Log posterior: -261390.3793512143 || Iter Time:0.0063419342041015625 || Total time:24.09504795074463 Iteration: 56 || Clusters count: 5 || Log posterior: -261381.9824411234 || Iter Time:0.0063610076904296875 || Total time:24.10140895843506 Iteration: 57 || Clusters count: 5 || Log posterior: -261392.5093926364 || Iter Time:0.006460905075073242 || Total time:24.107869863510132 Iteration: 58 || Clusters count: 6 || Log posterior: -261007.73576326377 || Iter Time:0.7839961051940918 || Total time:24.891865968704224 Iteration: 59 || Clusters count: 6 || Log posterior: -260929.5721983835 || Iter Time:0.006999969482421875 || Total time:24.898865938186646 Iteration: 60 || Clusters count: 6 || Log posterior: -260918.34418340854 || Iter Time:0.007263898849487305 || Total time:24.906129837036133 Iteration: 61 || Clusters count: 6 || Log posterior: -260927.52974385704 || Iter Time:0.03425908088684082 || Total time:24.940388917922974 Iteration: 62 || Clusters count: 6 || Log posterior: -260837.24747575127 || Iter Time:0.006309986114501953 || Total time:24.946698904037476 Loading and distributing data: 0.000530 seconds (128 allocations: 395.789 KiB) Iteration: 63 || Clusters count: 6 || Log posterior: -260682.82832753626 || Iter Time:0.006783008575439453 || Total time:24.953481912612915 Iteration: 64 || Clusters count: 6 || Log posterior: -260639.71801967346 || Iter Time:0.00688481330871582 || Total time:24.96036672592163 Iteration: 65 || Clusters count: 6 || Log posterior: -260627.8958929329 || Iter Time:0.007180929183959961 || Total time:24.96754765510559 Iteration: 66 || Clusters count: 6 || Log posterior: -260623.54169599304 || Iter Time:0.007256984710693359 || Total time:24.974804639816284 Iteration: 67 || Clusters count: 6 || Log posterior: -260625.28735843432 || Iter Time:0.007135868072509766 || Total time:24.981940507888794 Iteration: 68 || Clusters count: 8 || Log posterior: -260048.62187594583 || Iter Time:0.009614944458007812 || Total time:24.9915554523468 Iteration: 69 || Clusters count: 8 || Log posterior: -259927.10505062324 || Iter Time:0.007880926132202148 || Total time:24.999436378479004 Iteration: 70 || Clusters count: 8 || Log posterior: -259866.8866261368 || Iter Time:0.007798910140991211 || Total time:25.007235288619995 Iteration: 71 || Clusters count: 8 || Log posterior: -259866.32587893095 || Iter Time:0.007757902145385742 || Total time:25.01499319076538 Iteration: 72 || Clusters count: 8 || Log posterior: -259848.92203956257 || Iter Time:0.0076749324798583984 || Total time:25.02266812324524 Iteration: 73 || Clusters count: 8 || Log posterior: -259829.08608852394 || Iter Time:0.008001089096069336 || Total time:25.03066921234131 Iteration: 74 || Clusters count: 8 || Log posterior: -259838.34971029998 || Iter Time:0.008159875869750977 || Total time:25.03882908821106 Iteration: 75 || Clusters count: 8 || Log posterior: -259814.36486438473 || Iter Time:0.008157968521118164 || Total time:25.046987056732178 Iteration: 76 || Clusters count: 8 || Log posterior: -259804.9520851902 || Iter Time:0.007905960083007812 || Total time:25.054893016815186 Iteration: 77 || Clusters count: 8 || Log posterior: -259809.25078804558 || Iter Time:0.023319005966186523 || Total time:25.078212022781372 Iteration: 78 || Clusters count: 8 || Log posterior: -259828.69842578485 || Iter Time:0.007993936538696289 || Total time:25.08620595932007 Iteration: 79 || Clusters count: 8 || Log posterior: -259843.34132830251 || Iter Time:0.0080108642578125 || Total time:25.09421682357788 Iteration: 80 || Clusters count: 8 || Log posterior: -259839.28979934755 || Iter Time:0.007971048355102539 || Total time:25.102187871932983 Iteration: 81 || Clusters count: 8 || Log posterior: -259826.28181356235 || Iter Time:0.0077991485595703125 || Total time:25.109987020492554 Iteration: 82 || Clusters count: 9 || Log posterior: -259412.54854456332 || Iter Time:0.008917808532714844 || Total time:25.11890482902527 Iteration: 83 || Clusters count: 9 || Log posterior: -259298.21630955543 || Iter Time:0.008053064346313477 || Total time:25.126957893371582 Loading and distributing data: 0.000499 seconds (128 allocations: 395.789 KiB) Iteration: 84 || Clusters count: 11 || Log posterior: -259020.28124370545 || Iter Time:0.010206222534179688 || Total time:25.13716411590576 Iteration: 85 || Clusters count: 13 || Log posterior: -257864.60267884168 || Iter Time:0.02279496192932129 || Total time:25.159959077835083 Iteration: 86 || Clusters count: 13 || Log posterior: -257690.32723186087 || Iter Time:0.009618043899536133 || Total time:25.16957712173462 Iteration: 87 || Clusters count: 13 || Log posterior: -257634.35839577802 || Iter Time:0.009441137313842773 || Total time:25.179018259048462 Iteration: 88 || Clusters count: 13 || Log posterior: -257632.0802704476 || Iter Time:0.0135040283203125 || Total time:25.192522287368774 Iteration: 89 || Clusters count: 13 || Log posterior: -257609.59851594715 || Iter Time:0.010046958923339844 || Total time:25.202569246292114 Iteration: 90 || Clusters count: 13 || Log posterior: -257595.19605632074 || Iter Time:0.00966787338256836 || Total time:25.212237119674683 Iteration: 91 || Clusters count: 13 || Log posterior: -257593.64144267686 || Iter Time:0.009465932846069336 || Total time:25.221703052520752 Iteration: 92 || Clusters count: 13 || Log posterior: -257578.38013886855 || Iter Time:0.009721040725708008 || Total time:25.23142409324646 Iteration: 93 || Clusters count: 13 || Log posterior: -257584.48375525672 || Iter Time:0.00963592529296875 || Total time:25.24106001853943 Iteration: 94 || Clusters count: 13 || Log posterior: -257596.49099564654 || Iter Time:0.00935816764831543 || Total time:25.250418186187744 Iteration: 95 || Clusters count: 13 || Log posterior: -257591.53192408886 || Iter Time:0.009662151336669922 || Total time:25.260080337524414 Iteration: 96 || Clusters count: 13 || Log posterior: -257595.15715721683 || Iter 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Time:0.014406919479370117 || Total time:25.36720609664917 Iteration: 104 || Clusters count: 14 || Log posterior: -257246.22944925897 || Iter Time:0.012129068374633789 || Total time:25.379335165023804 Loading and distributing data: 0.000556 seconds (128 allocations: 395.789 KiB) Iteration: 105 || Clusters count: 18 || Log posterior: -256237.4613133764 || Iter Time:0.015105962753295898 || Total time:25.3944411277771 Iteration: 106 || Clusters count: 18 || Log posterior: -255974.9104536775 || Iter Time:0.017457962036132812 || Total time:25.411899089813232 Iteration: 107 || Clusters count: 18 || Log posterior: -255930.96284312345 || Iter Time:0.013590812683105469 || Total time:25.425489902496338 Iteration: 108 || Clusters count: 18 || Log posterior: -255928.69459763137 || Iter Time:0.013323068618774414 || Total time:25.438812971115112 Iteration: 109 || Clusters count: 18 || Log posterior: -255923.2060664595 || Iter Time:0.013473987579345703 || Total time:25.452286958694458 Iteration: 110 || Clusters count: 18 || Log posterior: -255924.60640899534 || Iter Time:0.016447067260742188 || Total time:25.4687340259552 Iteration: 111 || Clusters count: 18 || Log posterior: -255925.77598135886 || Iter Time:0.013396978378295898 || Total time:25.482131004333496 Iteration: 112 || Clusters count: 18 || Log posterior: -255922.5017023959 || Iter Time:0.01499319076538086 || Total time:25.497124195098877 Iteration: 113 || Clusters count: 18 || Log posterior: -255926.47933279903 || Iter Time:0.015215158462524414 || Total time:25.5123393535614 Iteration: 114 || Clusters count: 18 || Log posterior: -255924.88687486848 || Iter Time:0.017653942108154297 || Total time:25.529993295669556 Iteration: 115 || Clusters count: 18 || Log posterior: -255914.95269340443 || Iter Time:0.01403188705444336 || Total time:25.544025182724 Iteration: 116 || Clusters count: 18 || Log posterior: -255924.40664097853 || Iter Time:0.01414799690246582 || Total time:25.558173179626465 Iteration: 117 || Clusters count: 18 || Log posterior: -255917.03952656992 || Iter Time:0.014219999313354492 || Total time:25.57239317893982 Iteration: 118 || Clusters count: 18 || Log posterior: -255920.09635477763 || Iter Time:0.017956972122192383 || Total time:25.59035015106201 Iteration: 119 || Clusters count: 18 || Log posterior: -255918.35785066377 || Iter Time:0.014931917190551758 || Total time:25.605282068252563 Iteration: 120 || Clusters count: 18 || Log posterior: -255912.94251640636 || Iter Time:0.022298097610473633 || Total time:25.627580165863037 Iteration: 121 || Clusters count: 18 || Log posterior: -255924.3208316433 || Iter Time:0.0251920223236084 || Total time:25.652772188186646 Iteration: 122 || Clusters count: 18 || Log posterior: -255922.41657146148 || Iter Time:0.02259206771850586 || Total time:25.67536425590515 Iteration: 123 || Clusters count: 18 || Log posterior: -255918.4525080738 || Iter Time:0.023101091384887695 || Total time:25.69846534729004 Iteration: 124 || Clusters count: 18 || Log posterior: -255920.11747014197 || Iter Time:0.02688884735107422 || Total time:25.725354194641113 Iteration: 125 || Clusters count: 18 || Log posterior: -255917.72097538496 || Iter Time:0.020651817321777344 || Total time:25.74600601196289 Loading and distributing data: 0.000613 seconds (128 allocations: 395.789 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -254968.5411844229 || Iter Time:0.02228403091430664 || Total time:25.768290042877197 Iteration: 127 || Clusters count: 20 || Log posterior: -254910.54227071497 || Iter Time:0.024497032165527344 || Total time:25.792787075042725 Iteration: 128 || Clusters count: 20 || Log posterior: -254909.2027695777 || Iter Time:0.02135920524597168 || Total time:25.814146280288696 Iteration: 129 || Clusters count: 20 || Log posterior: -254899.35304551342 || Iter Time:0.02117180824279785 || Total time:25.835318088531494 Iteration: 130 || Clusters count: 20 || Log posterior: -254906.20639065508 || Iter Time:0.024825096130371094 || 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time:26.20184564590454 Iteration: 145 || Clusters count: 20 || Log posterior: -254893.50852141634 || Iter Time:0.026870012283325195 || Total time:26.228715658187866 Iteration: 146 || Clusters count: 20 || Log posterior: -254893.50852141634 || Iter Time:0.024866104125976562 || Total time:26.253581762313843 Loading and distributing data: 0.000664 seconds (128 allocations: 395.789 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255138.52928771093 || Iter Time:0.02974081039428711 || Total time:26.28332257270813 Iteration: 148 || Clusters count: 20 || Log posterior: -255094.36576301244 || Iter Time:0.02557992935180664 || Total time:26.308902502059937 Iteration: 149 || Clusters count: 20 || Log posterior: -255097.8907919118 || Iter Time:0.025068044662475586 || Total time:26.333970546722412 Iteration: 150 || Clusters count: 20 || Log posterior: -255098.55232307097 || Iter Time:0.028842926025390625 || Total time:26.362813472747803 Iteration: 151 || Clusters count: 20 || Log posterior: -255091.20881323275 || Iter Time:0.0248868465423584 || Total time:26.38770031929016 Iteration: 152 || Clusters count: 20 || Log posterior: -255091.20881323275 || Iter Time:0.02805304527282715 || Total time:26.41575336456299 Iteration: 153 || Clusters count: 20 || Log posterior: -255103.53365363315 || Iter Time:0.025004148483276367 || Total time:26.440757513046265 Iteration: 154 || Clusters count: 20 || Log posterior: -255113.52253088384 || Iter Time:0.025007963180541992 || Total time:26.465765476226807 Iteration: 155 || Clusters count: 20 || Log posterior: -255097.2325871455 || Iter Time:0.02957296371459961 || Total time:26.495338439941406 Iteration: 156 || Clusters count: 20 || Log posterior: -255099.40209679492 || Iter Time:0.02580404281616211 || Total time:26.52114248275757 Iteration: 157 || Clusters count: 20 || Log posterior: -255097.96997483962 || Iter Time:0.02529001235961914 || Total time:26.546432495117188 Iteration: 158 || Clusters count: 20 || Log posterior: 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-255090.32475882847 || Iter Time:0.025083065032958984 || Total time:26.754051208496094 Iteration: 166 || Clusters count: 20 || Log posterior: -255095.90564011724 || Iter Time:0.027518033981323242 || Total time:26.781569242477417 Iteration: 167 || Clusters count: 20 || Log posterior: -255090.32475882847 || Iter Time:0.022602081298828125 || Total time:26.804171323776245 Loading and distributing data: 0.000567 seconds (128 allocations: 395.789 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -254997.3742524695 || Iter Time:0.02751302719116211 || Total time:26.831684350967407 Iteration: 169 || Clusters count: 20 || Log posterior: -254991.23986059622 || Iter Time:0.021261930465698242 || Total time:26.852946281433105 Iteration: 170 || Clusters count: 20 || Log posterior: -254993.66932996592 || Iter Time:0.021315813064575195 || Total time:26.87426209449768 Iteration: 171 || Clusters count: 20 || Log posterior: -255001.33813679687 || Iter Time:0.02503490447998047 || Total 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time:27.23402428627014 Iteration: 186 || Clusters count: 20 || Log posterior: -254997.28647060928 || Iter Time:0.025560855865478516 || Total time:27.25958514213562 Iteration: 187 || Clusters count: 20 || Log posterior: -254992.02766963825 || Iter Time:0.02618885040283203 || Total time:27.285773992538452 Iteration: 188 || Clusters count: 20 || Log posterior: -254992.02766963825 || Iter Time:0.027538061141967773 || Total time:27.31331205368042 Loading and distributing data: 0.000567 seconds (128 allocations: 395.789 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254963.12239706743 || Iter Time:0.026578903198242188 || Total time:27.339890956878662 Iteration: 190 || Clusters count: 20 || Log posterior: -254937.88234118643 || Iter Time:0.023534059524536133 || Total time:27.3634250164032 Iteration: 191 || Clusters count: 20 || Log posterior: -254939.3394264974 || Iter Time:0.029139041900634766 || Total time:27.392564058303833 Iteration: 192 || Clusters count: 20 || Log posterior: -254938.56094074625 || Iter Time:0.024801969528198242 || Total time:27.41736602783203 Iteration: 193 || Clusters count: 20 || Log posterior: -254938.56094074625 || Iter Time:0.0286099910736084 || Total time:27.44597601890564 Iteration: 194 || Clusters count: 20 || Log posterior: -254938.56094074625 || Iter Time:0.025992155075073242 || Total time:27.471968173980713 Iteration: 195 || Clusters count: 20 || Log posterior: -254936.38228901912 || Iter Time:0.024853944778442383 || Total time:27.496822118759155 Iteration: 196 || Clusters count: 20 || Log posterior: -254937.70908229874 || Iter Time:0.02891683578491211 || Total time:27.525738954544067 Iteration: 197 || Clusters count: 20 || Log posterior: -254937.70908229874 || Iter Time:0.02458786964416504 || Total time:27.550326824188232 Iteration: 198 || Clusters count: 20 || Log posterior: -254937.70908229874 || Iter Time:0.025352954864501953 || Total time:27.575679779052734 Iteration: 199 || Clusters count: 20 || Log posterior: -254936.72895661785 || Iter Time:0.028748035430908203 || Total time:27.604427814483643 Iteration: 200 || Clusters count: 20 || Log posterior: -254935.51324818327 || Iter Time:0.02629995346069336 || Total time:27.630727767944336 Iteration: 201 || Clusters count: 20 || Log posterior: -254935.51324818327 || Iter Time:0.02732110023498535 || Total time:27.65804886817932 Iteration: 202 || Clusters count: 20 || Log posterior: -254939.12917642723 || Iter Time:0.025021076202392578 || Total time:27.683069944381714 Iteration: 203 || Clusters count: 20 || Log posterior: -254936.38228901912 || Iter Time:0.0241239070892334 || Total time:27.707193851470947 Iteration: 204 || Clusters count: 20 || Log posterior: -254935.4021633382 || Iter Time:0.02874898910522461 || Total time:27.735942840576172 Iteration: 205 || Clusters count: 20 || Log posterior: -254935.4021633382 || Iter Time:0.02572488784790039 || Total time:27.761667728424072 Iteration: 206 || Clusters count: 20 || Log posterior: -254941.40666758365 || Iter Time:0.026487112045288086 || Total time:27.78815484046936 Iteration: 207 || Clusters count: 20 || Log posterior: -254936.38228901912 || Iter Time:0.03020191192626953 || Total time:27.81835675239563 Iteration: 208 || Clusters count: 20 || Log posterior: -254948.12762843503 || Iter Time:0.026517152786254883 || Total time:27.844873905181885 Iteration: 209 || Clusters count: 20 || Log posterior: -254936.38228901912 || Iter Time:0.027530908584594727 || Total time:27.87240481376648 NMI: 0.7551863350579493 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m30.0s [1315, 27114, 44873, 8119, 22067, 43640, 36627, 72357, 7371, 50318, 163208, 13754, 153170, 22469, 30922, 160460, 51173, 11049, 47312, 32682] Loading and distributing data: 0.000239 seconds (128 allocations: 12.977 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6832.293845998947 || Iter Time:4.947547912597656 || Total time:4.947547912597656 Iteration: 1 || Clusters count: 1 || Log posterior: -6832.293845998947 || Iter Time:0.0026388168334960938 || Total time:4.950186729431152 Iteration: 2 || Clusters count: 1 || Log posterior: -6832.293845998947 || Iter Time:0.0018401145935058594 || Total time:4.952026844024658 Iteration: 3 || Clusters count: 1 || Log posterior: -6832.293845998947 || Iter Time:0.0015850067138671875 || Total time:4.953611850738525 Iteration: 4 || Clusters count: 1 || Log posterior: -6832.293845998947 || Iter Time:0.0015659332275390625 || Total time:4.9551777839660645 Iteration: 5 || Clusters count: 1 || Log posterior: -6832.293845998947 || Iter Time:0.0013661384582519531 || Total time:4.956543922424316 Iteration: 6 || Clusters count: 1 || Log posterior: -6832.293845998947 || Iter Time:0.0012979507446289062 || Total time:4.957841873168945 Iteration: 7 || Clusters count: 1 || Log posterior: -6832.293845998947 || Iter Time:0.0015430450439453125 || Total time:4.959384918212891 Iteration: 8 || Clusters count: 2 || Log posterior: -6476.836543283309 || Iter Time:0.15030312538146973 || Total time:5.10968804359436 Iteration: 9 || Clusters count: 2 || Log posterior: -6489.4789999229 || Iter Time:0.0022079944610595703 || Total time:5.11189603805542 Iteration: 10 || Clusters count: 2 || Log posterior: -6480.800747507892 || Iter Time:0.002089977264404297 || Total time:5.113986015319824 Iteration: 11 || Clusters count: 2 || Log posterior: -6485.522126657895 || Iter Time:0.0020589828491210938 || Total time:5.116044998168945 Iteration: 12 || Clusters count: 2 || Log posterior: -6475.599037972062 || Iter Time:0.002043008804321289 || Total time:5.118088006973267 Iteration: 13 || Clusters count: 2 || Log posterior: -6489.993386059007 || Iter Time:0.0020439624786376953 || Total time:5.120131969451904 Iteration: 14 || Clusters count: 2 || Log posterior: -6480.51006668467 || Iter Time:0.0019450187683105469 || Total time:5.122076988220215 Iteration: 15 || Clusters count: 2 || Log posterior: -6468.448817565203 || Iter Time:0.0020589828491210938 || Total time:5.124135971069336 Iteration: 16 || Clusters count: 2 || Log posterior: -6469.518620615609 || Iter Time:0.0019659996032714844 || Total time:5.126101970672607 Iteration: 17 || Clusters count: 2 || Log posterior: -6489.397175324994 || Iter Time:0.0019030570983886719 || Total time:5.128005027770996 Iteration: 18 || Clusters count: 3 || Log posterior: -6410.508504247788 || Iter Time:0.004138946533203125 || Total time:5.132143974304199 Iteration: 19 || Clusters count: 3 || Log posterior: -6420.886798942002 || Iter Time:0.04227805137634277 || Total time:5.174422025680542 Iteration: 20 || Clusters count: 3 || Log posterior: -6415.003611473461 || Iter Time:0.0028400421142578125 || Total time:5.1772620677948 Iteration: 21 || Clusters count: 3 || Log posterior: -6437.809144414327 || Iter Time:0.0025310516357421875 || Total time:5.179793119430542 Iteration: 22 || Clusters count: 3 || Log posterior: -6406.449974741752 || Iter Time:0.0024089813232421875 || Total time:5.182202100753784 Iteration: 23 || Clusters count: 4 || Log posterior: -6155.079789613242 || Iter Time:0.004151821136474609 || Total time:5.186353921890259 Iteration: 24 || Clusters count: 4 || Log posterior: -6061.366306124171 || Iter Time:0.0028760433197021484 || Total time:5.189229965209961 Iteration: 25 || Clusters count: 4 || Log posterior: -6062.222179628016 || Iter Time:0.0027959346771240234 || Total time:5.192025899887085 Iteration: 26 || Clusters count: 4 || Log posterior: -6061.347122975224 || Iter Time:0.002769947052001953 || Total time:5.194795846939087 Iteration: 27 || Clusters count: 4 || Log posterior: -6070.512284062285 || Iter Time:0.0027968883514404297 || Total time:5.197592735290527 Iteration: 28 || Clusters count: 4 || Log posterior: -6059.569851213851 || Iter Time:0.0027818679809570312 || Total time:5.200374603271484 Iteration: 29 || Clusters count: 5 || Log posterior: -5957.075577623609 || Iter Time:0.006268024444580078 || Total time:5.2066426277160645 Iteration: 30 || Clusters count: 5 || Log posterior: -5927.954216554094 || Iter Time:1.1643900871276855 || Total time:6.37103271484375 false [1, 1, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 1, 5, 5, 5, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2] [1, 1, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 1, 5, 5, 5, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2] Loading and distributing data: 0.000195 seconds (128 allocations: 12.977 KiB) Iteration: 31 || Clusters count: 5 || Log posterior: -5743.210818633066 || Iter Time:0.027338027954101562 || Total time:6.398370742797852 Iteration: 32 || Clusters count: 5 || Log posterior: -5722.790783928636 || Iter Time:0.005116939544677734 || Total time:6.403487682342529 Loading and distributing data: 0.000117 seconds (128 allocations: 12.977 KiB) Iteration: 33 || Clusters count: 6 || Log posterior: -4351.154285148324 || Iter Time:0.0040857791900634766 || Total time:6.407573461532593 Iteration: 34 || Clusters count: 6 || Log posterior: -4318.592156630146 || Iter Time:0.006159782409667969 || Total time:6.413733243942261 Loading and distributing data: 0.000164 seconds (128 allocations: 12.977 KiB) Iteration: 35 || Clusters count: 6 || Log posterior: -4033.6808009234155 || Iter Time:0.0036389827728271484 || Total time:6.417372226715088 Iteration: 36 || Clusters count: 6 || Log posterior: -3996.8563691494796 || Iter Time:0.005999088287353516 || Total time:6.423371315002441 Loading and distributing data: 0.000111 seconds (128 allocations: 12.977 KiB) Iteration: 37 || Clusters count: 6 || Log posterior: -4022.1803862736124 || Iter Time:0.003682851791381836 || Total time:6.427054166793823 Iteration: 38 || Clusters count: 6 || Log posterior: -3985.7272722037524 || Iter Time:0.005601167678833008 || Total time:6.432655334472656 Loading and distributing data: 0.000114 seconds (128 allocations: 12.977 KiB) Iteration: 39 || Clusters count: 6 || Log posterior: -4023.2514285811467 || Iter Time:0.0036439895629882812 || Total time:6.4362993240356445 Iteration: 40 || Clusters count: 6 || Log posterior: -3981.71674896037 || Iter Time:0.00634312629699707 || Total time:6.442642450332642 Loading and distributing data: 0.000115 seconds (128 allocations: 12.977 KiB) Iteration: 41 || Clusters count: 6 || Log posterior: -4024.9883648642963 || Iter Time:0.0035610198974609375 || Total time:6.4462034702301025 Iteration: 42 || Clusters count: 6 || Log posterior: -3986.183804180145 || Iter Time:0.0057468414306640625 || Total time:6.451950311660767 Loading and distributing data: 0.000122 seconds 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Iteration: 143 || Clusters count: 10 || Log posterior: -3478.3555923012236 || Iter Time:0.010303020477294922 || Total time:7.548382997512817 Iteration: 144 || Clusters count: 10 || Log posterior: -3436.9707711910632 || Iter Time:0.012912988662719727 || Total time:7.561295986175537 Loading and distributing data: 0.000138 seconds (128 allocations: 12.977 KiB) Iteration: 145 || Clusters count: 10 || Log posterior: -3470.361631229537 || Iter Time:0.009637117385864258 || Total time:7.570933103561401 Iteration: 146 || Clusters count: 10 || Log posterior: -3443.0318917323825 || Iter Time:0.012187957763671875 || Total time:7.583121061325073 Loading and distributing data: 0.000137 seconds (128 allocations: 12.977 KiB) Iteration: 147 || Clusters count: 10 || Log posterior: -3466.1933615339894 || Iter Time:0.008836030960083008 || Total time:7.591957092285156 Iteration: 148 || Clusters count: 10 || Log posterior: -3448.0179516686712 || Iter Time:0.011675119400024414 || Total time:7.603632211685181 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-3447.3431540707024 || Iter Time:0.011494874954223633 || Total time:7.667128086090088 Loading and distributing data: 0.000127 seconds (128 allocations: 12.977 KiB) Iteration: 155 || Clusters count: 10 || Log posterior: -3449.748810785026 || Iter Time:0.008851051330566406 || Total time:7.675979137420654 Iteration: 156 || Clusters count: 10 || Log posterior: -3416.714266538603 || Iter Time:0.011156797409057617 || Total time:7.687135934829712 Loading and distributing data: 0.000123 seconds (128 allocations: 12.977 KiB) Iteration: 157 || Clusters count: 10 || Log posterior: -3408.9300186838295 || Iter Time:0.008467912673950195 || Total time:7.695603847503662 Iteration: 158 || Clusters count: 10 || Log posterior: -3392.613995020303 || Iter Time:0.011197090148925781 || Total time:7.706800937652588 Loading and distributing data: 0.000113 seconds (128 allocations: 12.977 KiB) Iteration: 159 || Clusters count: 10 || Log posterior: -3436.84530907116 || Iter Time:0.008901119232177734 || Total 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|| Total time:7.895504951477051 Loading and distributing data: 0.000127 seconds (128 allocations: 12.977 KiB) Iteration: 177 || Clusters count: 10 || Log posterior: -3440.3427773023122 || Iter Time:0.008713960647583008 || Total time:7.904218912124634 Iteration: 178 || Clusters count: 10 || Log posterior: -3416.865987406927 || Iter Time:0.011659860610961914 || Total time:7.915878772735596 Loading and distributing data: 0.000132 seconds (128 allocations: 12.977 KiB) Iteration: 179 || Clusters count: 10 || Log posterior: -3442.7254040401695 || Iter Time:0.008427858352661133 || Total time:7.924306631088257 Iteration: 180 || Clusters count: 10 || Log posterior: -3424.3611401960816 || Iter Time:0.012525081634521484 || Total time:7.936831712722778 Loading and distributing data: 0.000126 seconds (128 allocations: 12.977 KiB) Iteration: 181 || Clusters count: 10 || Log posterior: -3468.022822563684 || Iter Time:0.008585929870605469 || Total time:7.945417642593384 Iteration: 182 || Clusters 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Iteration: 193 || Clusters count: 10 || Log posterior: -3420.124159602306 || Iter Time:0.008053064346313477 || Total time:8.092355966567993 Iteration: 194 || Clusters count: 10 || Log posterior: -3381.8741748744 || Iter Time:0.011235952377319336 || Total time:8.103591918945312 Loading and distributing data: 0.000133 seconds (128 allocations: 12.977 KiB) Iteration: 195 || Clusters count: 10 || Log posterior: -3375.1826376798626 || Iter Time:0.009519100189208984 || Total time:8.113111019134521 Iteration: 196 || Clusters count: 10 || Log posterior: -3358.903463643533 || Iter Time:0.012826919555664062 || Total time:8.125937938690186 Loading and distributing data: 0.000126 seconds (128 allocations: 12.977 KiB) Iteration: 197 || Clusters count: 10 || Log posterior: -3390.730913412194 || Iter Time:0.008958816528320312 || Total time:8.134896755218506 Iteration: 198 || Clusters count: 10 || Log posterior: -3359.5105552556684 || Iter Time:0.012225866317749023 || Total time:8.147122621536255 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-3433.7631424364117 || Iter Time:0.012037038803100586 || Total time:8.208941459655762 Loading and distributing data: 0.000126 seconds (128 allocations: 12.977 KiB) Iteration: 205 || Clusters count: 10 || Log posterior: -3489.9342279337907 || Iter Time:0.009230852127075195 || Total time:8.218172311782837 Iteration: 206 || Clusters count: 10 || Log posterior: -3441.483946850213 || Iter Time:0.013815164566040039 || Total time:8.231987476348877 Loading and distributing data: 0.000148 seconds (128 allocations: 12.977 KiB) Iteration: 207 || Clusters count: 10 || Log posterior: -3471.150017112443 || Iter Time:0.009430885314941406 || Total time:8.241418361663818 Iteration: 208 || Clusters count: 10 || Log posterior: -3436.9311096961346 || Iter Time:0.011661052703857422 || Total time:8.253079414367676 Loading and distributing data: 0.000108 seconds (128 allocations: 12.977 KiB) Iteration: 209 || Clusters count: 10 || Log posterior: -3500.439984044917 || Iter Time:0.008775949478149414 || Total 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-3426.4574504387883 || Iter Time:0.008440971374511719 || Total time:8.552153825759888 Iteration: 238 || Clusters count: 10 || Log posterior: -3414.2046789314963 || Iter Time:0.012676000595092773 || Total time:8.56482982635498 Loading and distributing data: 0.000125 seconds (128 allocations: 12.977 KiB) Iteration: 239 || Clusters count: 10 || Log posterior: -3452.5074854821646 || Iter Time:0.008729934692382812 || Total time:8.573559761047363 Iteration: 240 || Clusters count: 10 || Log posterior: -3429.6320662835965 || Iter Time:0.011272907257080078 || Total time:8.584832668304443 Loading and distributing data: 0.000114 seconds (128 allocations: 12.977 KiB) Iteration: 241 || Clusters count: 10 || Log posterior: -3477.485767104954 || Iter Time:0.007886171340942383 || Total time:8.592718839645386 Iteration: 242 || Clusters count: 10 || Log posterior: -3457.6082094355015 || Iter Time:0.034425973892211914 || Total time:8.627144813537598 Loading and distributing data: 0.000134 seconds (128 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Iteration: 619 || Clusters count: 11 || Log posterior: -3362.1863439245526 || Iter Time:0.011484146118164062 || Total time:13.78759217262268 Iteration: 620 || Clusters count: 11 || Log posterior: -3348.6128000407784 || Iter Time:0.014538049697875977 || Total time:13.802130222320557 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 621 || Clusters count: 11 || Log posterior: -3388.549722713129 || Iter Time:0.010380983352661133 || Total time:13.812511205673218 Iteration: 622 || Clusters count: 11 || Log posterior: -3361.6655892595822 || Iter Time:0.03996109962463379 || Total time:13.852472305297852 Loading and distributing data: 0.000111 seconds (129 allocations: 12.992 KiB) Iteration: 623 || Clusters count: 11 || Log posterior: -3364.273942282601 || Iter Time:0.00976705551147461 || Total time:13.862239360809326 Iteration: 624 || Clusters count: 11 || Log posterior: -3356.651878448629 || Iter Time:0.012820959091186523 || Total 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Iteration: 641 || Clusters count: 11 || Log posterior: -3367.359587183173 || Iter Time:0.01048588752746582 || Total time:14.068074226379395 Iteration: 642 || Clusters count: 11 || Log posterior: -3338.8449311831578 || Iter Time:0.013931989669799805 || Total time:14.082006216049194 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 643 || Clusters count: 11 || Log posterior: -3351.5788018499698 || Iter Time:0.00999903678894043 || Total time:14.092005252838135 Iteration: 644 || Clusters count: 11 || Log posterior: -3319.839724298251 || Iter Time:0.013536930084228516 || Total time:14.105542182922363 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 645 || Clusters count: 11 || Log posterior: -3343.8051015927276 || Iter Time:0.009745121002197266 || Total time:14.11528730392456 Iteration: 646 || Clusters count: 11 || Log posterior: -3316.168990312879 || Iter Time:0.013889074325561523 || Total 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Iteration: 663 || Clusters count: 11 || Log posterior: -3342.8970697190907 || Iter Time:0.009630918502807617 || Total time:14.324039459228516 Iteration: 664 || Clusters count: 11 || Log posterior: -3328.96208618979 || Iter Time:0.013084888458251953 || Total time:14.337124347686768 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 665 || Clusters count: 11 || Log posterior: -3330.6876941040023 || Iter Time:0.009731054306030273 || Total time:14.346855401992798 Iteration: 666 || Clusters count: 11 || Log posterior: -3320.582556268419 || Iter Time:0.014261007308959961 || Total time:14.361116409301758 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 667 || Clusters count: 11 || Log posterior: -3297.099401454687 || Iter Time:0.010857105255126953 || Total time:14.371973514556885 Iteration: 668 || Clusters count: 11 || Log posterior: -3292.6398665868255 || Iter Time:0.013839006423950195 || Total 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Iteration: 685 || Clusters count: 11 || Log posterior: -3341.076044138595 || Iter Time:0.00931406021118164 || Total time:14.576377630233765 Iteration: 686 || Clusters count: 11 || Log posterior: -3326.806269232572 || Iter Time:0.01279902458190918 || Total time:14.589176654815674 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 687 || Clusters count: 11 || Log posterior: -3369.532552652166 || Iter Time:0.010480880737304688 || Total time:14.599657535552979 Iteration: 688 || Clusters count: 11 || Log posterior: -3353.001318744635 || Iter Time:0.01381993293762207 || Total time:14.6134774684906 Loading and distributing data: 0.000151 seconds (129 allocations: 12.992 KiB) Iteration: 689 || Clusters count: 11 || Log posterior: -3369.995481345674 || Iter Time:0.009739160537719727 || Total time:14.62321662902832 Iteration: 690 || Clusters count: 11 || Log posterior: -3352.930731858145 || Iter Time:0.012921810150146484 || Total time:14.636138439178467 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-3308.269045185424 || Iter Time:0.012664079666137695 || Total time:14.703154802322388 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 697 || Clusters count: 11 || Log posterior: -3327.8764035078852 || Iter Time:0.009386062622070312 || Total time:14.712540864944458 Iteration: 698 || Clusters count: 11 || Log posterior: -3312.7952685686423 || Iter Time:0.012459039688110352 || Total time:14.724999904632568 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 699 || Clusters count: 11 || Log posterior: -3341.695172280502 || Iter Time:0.009295225143432617 || Total time:14.734295129776001 Iteration: 700 || Clusters count: 11 || Log posterior: -3320.5686696992257 || Iter Time:0.011999845504760742 || Total time:14.746294975280762 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 701 || Clusters count: 11 || Log posterior: -3330.1474458903745 || Iter Time:0.00919198989868164 || 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-3386.924712246976 || Iter Time:0.013447046279907227 || Total time:14.955409526824951 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 719 || Clusters count: 11 || Log posterior: -3365.5611063512174 || Iter Time:0.010135889053344727 || Total time:14.965545415878296 Iteration: 720 || Clusters count: 11 || Log posterior: -3354.805559103888 || Iter Time:0.013143062591552734 || Total time:14.978688478469849 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 721 || Clusters count: 11 || Log posterior: -3290.104099504416 || Iter Time:0.00966191291809082 || Total time:14.98835039138794 Iteration: 722 || Clusters count: 11 || Log posterior: -3282.054682974543 || Iter Time:0.013839960098266602 || Total time:15.002190351486206 Loading and distributing data: 0.000142 seconds (129 allocations: 12.992 KiB) Iteration: 723 || Clusters count: 11 || Log posterior: -3322.877810173481 || Iter Time:0.01070094108581543 || Total 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Iteration: 746 || Clusters count: 11 || Log posterior: -3291.1836792044005 || Iter Time:0.014223814010620117 || Total time:15.309924125671387 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 747 || Clusters count: 11 || Log posterior: -3352.4002512675033 || Iter Time:0.01022195816040039 || Total time:15.320146083831787 Iteration: 748 || Clusters count: 11 || Log posterior: -3323.081566147989 || Iter Time:0.013640165328979492 || Total time:15.333786249160767 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 749 || Clusters count: 11 || Log posterior: -3348.3674175185547 || Iter Time:0.009907960891723633 || Total time:15.34369421005249 Iteration: 750 || Clusters count: 11 || Log posterior: -3335.8587345371657 || Iter Time:0.013163089752197266 || Total time:15.356857299804688 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 751 || Clusters count: 11 || Log posterior: 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Iteration: 779 || Clusters count: 11 || Log posterior: -3388.4129122160325 || Iter Time:0.010046958923339844 || Total time:15.734011888504028 Iteration: 780 || Clusters count: 11 || Log posterior: -3374.1092169069425 || Iter Time:0.013221025466918945 || Total time:15.747232913970947 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 781 || Clusters count: 11 || Log posterior: -3422.2881120323987 || Iter Time:0.00978708267211914 || Total time:15.757019996643066 Iteration: 782 || Clusters count: 11 || Log posterior: -3397.4980413342882 || Iter Time:0.013278961181640625 || Total time:15.770298957824707 Loading and distributing data: 0.000136 seconds (129 allocations: 13.023 KiB) Iteration: 783 || Clusters count: 11 || Log posterior: -3410.176621014832 || Iter Time:0.009800910949707031 || Total time:15.780099868774414 Iteration: 784 || Clusters count: 11 || Log posterior: -3381.931226016495 || Iter Time:0.01370096206665039 || Total 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Iteration: 801 || Clusters count: 11 || Log posterior: -3324.8383357466755 || Iter Time:0.010096073150634766 || Total time:15.99258828163147 Iteration: 802 || Clusters count: 11 || Log posterior: -3308.3335741869105 || Iter Time:0.014250040054321289 || Total time:16.00683832168579 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 803 || Clusters count: 11 || Log posterior: -3357.066161588166 || Iter Time:0.010777950286865234 || Total time:16.017616271972656 Iteration: 804 || Clusters count: 11 || Log posterior: -3334.990366253195 || Iter Time:0.01447606086730957 || Total time:16.032092332839966 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 805 || Clusters count: 11 || Log posterior: -3315.0465565696286 || Iter Time:0.01064300537109375 || Total time:16.04273533821106 Iteration: 806 || Clusters count: 11 || Log posterior: -3287.0520191716637 || Iter Time:0.012884140014648438 || Total time:16.055619478225708 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-3317.448848822632 || Iter Time:0.013586044311523438 || Total time:16.124948024749756 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 813 || Clusters count: 11 || Log posterior: -3359.4517944173826 || Iter Time:0.009755849838256836 || Total time:16.134703874588013 Iteration: 814 || Clusters count: 11 || Log posterior: -3330.0709311123987 || Iter Time:0.013548851013183594 || Total time:16.148252725601196 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 815 || Clusters count: 11 || Log posterior: -3399.9450850403114 || Iter Time:0.009562015533447266 || Total time:16.157814741134644 Iteration: 816 || Clusters count: 11 || Log posterior: -3370.755746207689 || Iter Time:0.013712882995605469 || Total time:16.17152762413025 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 817 || Clusters count: 11 || Log posterior: -3416.227632469203 || Iter Time:0.009929895401000977 || 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-3320.7977966227204 || Iter Time:0.010384082794189453 || Total time:16.534451723098755 Iteration: 846 || Clusters count: 11 || Log posterior: -3291.1129230056495 || Iter Time:0.013689041137695312 || Total time:16.54814076423645 Loading and distributing data: 0.000149 seconds (129 allocations: 12.992 KiB) Iteration: 847 || Clusters count: 11 || Log posterior: -3335.015908462316 || Iter Time:0.010968923568725586 || Total time:16.559109687805176 Iteration: 848 || Clusters count: 11 || Log posterior: -3324.715213336937 || Iter Time:0.013628959655761719 || Total time:16.572738647460938 Loading and distributing data: 0.000141 seconds (129 allocations: 12.992 KiB) Iteration: 849 || Clusters count: 11 || Log posterior: -3302.344039799525 || Iter Time:0.010077953338623047 || Total time:16.58281660079956 Iteration: 850 || Clusters count: 11 || Log posterior: -3290.5251837722108 || Iter Time:0.01236414909362793 || Total time:16.59518074989319 Loading and distributing data: 0.000119 seconds (129 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Iteration: 873 || Clusters count: 11 || Log posterior: -3385.273665200374 || Iter Time:0.010164976119995117 || Total time:16.87905979156494 Iteration: 874 || Clusters count: 11 || Log posterior: -3357.0352412372076 || Iter Time:0.013983964920043945 || Total time:16.893043756484985 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 875 || Clusters count: 11 || Log posterior: -3390.3119621628857 || Iter Time:0.009929180145263672 || Total time:16.90297293663025 Iteration: 876 || Clusters count: 11 || Log posterior: -3367.9200799941646 || Iter Time:0.013370037078857422 || Total time:16.916342973709106 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 877 || Clusters count: 11 || Log posterior: -3434.018536736523 || Iter Time:0.009808063507080078 || Total time:16.926151037216187 Iteration: 878 || Clusters count: 11 || Log posterior: -3396.2204644503263 || Iter Time:0.013261079788208008 || Total 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Iteration: 917 || Clusters count: 11 || Log posterior: -3321.7716644888046 || Iter Time:0.011075019836425781 || Total time:17.422491788864136 Iteration: 918 || Clusters count: 11 || Log posterior: -3312.766982618366 || Iter Time:0.013459920883178711 || Total time:17.435951709747314 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 919 || Clusters count: 11 || Log posterior: -3343.614073996335 || Iter Time:0.009362936019897461 || Total time:17.445314645767212 Iteration: 920 || Clusters count: 11 || Log posterior: -3324.436066148067 || Iter Time:0.013545036315917969 || Total time:17.45885968208313 Loading and distributing data: 0.000146 seconds (129 allocations: 12.992 KiB) Iteration: 921 || Clusters count: 11 || Log posterior: -3364.873491018691 || Iter Time:0.009913921356201172 || Total time:17.46877360343933 Iteration: 922 || Clusters count: 11 || Log posterior: -3343.6927560644435 || Iter Time:0.013113975524902344 || Total 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Iteration: 939 || Clusters count: 11 || Log posterior: -3383.2677654053286 || Iter Time:0.010651111602783203 || Total time:17.67976999282837 Iteration: 940 || Clusters count: 11 || Log posterior: -3376.59517787357 || Iter Time:0.013329029083251953 || Total time:17.69309902191162 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 941 || Clusters count: 11 || Log posterior: -3401.518974184415 || Iter Time:0.010057926177978516 || Total time:17.7031569480896 Iteration: 942 || Clusters count: 11 || Log posterior: -3378.2440924794682 || Iter Time:0.01346278190612793 || Total time:17.716619729995728 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 943 || Clusters count: 11 || Log posterior: -3374.6103782492637 || Iter Time:0.010503053665161133 || Total time:17.72712278366089 Iteration: 944 || Clusters count: 11 || Log posterior: -3352.048515145379 || Iter Time:0.016421079635620117 || Total time:17.74354386329651 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Iteration: 1011 || Clusters count: 13 || Log posterior: -3292.045052647998 || Iter Time:0.010854005813598633 || Total time:18.648050785064697 Iteration: 1012 || Clusters count: 13 || Log posterior: -3244.572379301817 || Iter Time:0.015134096145629883 || Total time:18.663184881210327 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1013 || Clusters count: 13 || Log posterior: -3300.731263823724 || Iter Time:0.011183977127075195 || Total time:18.674368858337402 Iteration: 1014 || Clusters count: 13 || Log posterior: -3251.0934358153036 || Iter Time:0.01434779167175293 || Total time:18.688716650009155 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1015 || Clusters count: 13 || Log posterior: -3308.844699974714 || Iter Time:0.01317286491394043 || Total time:18.701889514923096 Iteration: 1016 || Clusters count: 13 || Log posterior: -3242.9576161308923 || Iter Time:0.017104148864746094 || Total 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Iteration: 1077 || Clusters count: 14 || Log posterior: -3267.933313116485 || Iter Time:0.013208150863647461 || Total time:19.705645322799683 Iteration: 1078 || Clusters count: 14 || Log posterior: -3224.9002328258134 || Iter Time:0.03986787796020508 || Total time:19.745513200759888 Loading and distributing data: 0.000147 seconds (129 allocations: 12.992 KiB) Iteration: 1079 || Clusters count: 14 || Log posterior: -3268.157440924264 || Iter Time:0.014278173446655273 || Total time:19.759791374206543 Iteration: 1080 || Clusters count: 14 || Log posterior: -3234.5682063384243 || Iter Time:0.01872420310974121 || Total time:19.778515577316284 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1081 || Clusters count: 14 || Log posterior: -3264.434818877141 || Iter Time:0.012938976287841797 || Total time:19.791454553604126 Iteration: 1082 || Clusters count: 14 || Log posterior: -3234.3995873496247 || Iter Time:0.018159866333007812 || Total 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Iteration: 1099 || Clusters count: 14 || Log posterior: -3237.4946643448397 || Iter Time:0.01609015464782715 || Total time:20.101115703582764 Iteration: 1100 || Clusters count: 14 || Log posterior: -3191.4178791073573 || Iter Time:0.01910686492919922 || Total time:20.120222568511963 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1101 || Clusters count: 14 || Log posterior: -3218.8547544492912 || Iter Time:0.014951944351196289 || Total time:20.13517451286316 Iteration: 1102 || Clusters count: 14 || Log posterior: -3178.211764296725 || Iter Time:0.019261837005615234 || Total time:20.154436349868774 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1103 || Clusters count: 14 || Log posterior: -3223.0127557308465 || Iter Time:0.015340805053710938 || Total time:20.169777154922485 Iteration: 1104 || Clusters count: 14 || Log posterior: -3169.302825799482 || Iter Time:0.019600868225097656 || Total 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Iteration: 1165 || Clusters count: 14 || Log posterior: -3268.76438908873 || Iter Time:0.013598918914794922 || Total time:21.203195810317993 Iteration: 1166 || Clusters count: 14 || Log posterior: -3231.4485807979972 || Iter Time:0.01749897003173828 || Total time:21.22069478034973 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 1167 || Clusters count: 14 || Log posterior: -3249.2800631592477 || Iter Time:0.015031099319458008 || Total time:21.23572587966919 Iteration: 1168 || Clusters count: 14 || Log posterior: -3236.0164764439937 || Iter Time:0.018713951110839844 || Total time:21.25443983078003 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1169 || Clusters count: 14 || Log posterior: -3244.751651352902 || Iter Time:0.014613151550292969 || Total time:21.269052982330322 Iteration: 1170 || Clusters count: 14 || Log posterior: -3210.7655267298537 || Iter Time:0.01767587661743164 || Total 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Iteration: 1363 || Clusters count: 14 || Log posterior: -3265.0536192930626 || Iter Time:0.012917041778564453 || Total time:24.531622886657715 Iteration: 1364 || Clusters count: 14 || Log posterior: -3188.0240734247177 || Iter Time:0.018443822860717773 || Total time:24.550066709518433 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1365 || Clusters count: 14 || Log posterior: -3246.8488019131933 || Iter Time:0.014703035354614258 || Total time:24.564769744873047 Iteration: 1366 || Clusters count: 14 || Log posterior: -3210.5991809100497 || Iter Time:0.019538164138793945 || Total time:24.58430790901184 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1367 || Clusters count: 14 || Log posterior: -3281.14191121054 || Iter Time:0.013746023178100586 || Total time:24.59805393218994 Iteration: 1368 || Clusters count: 14 || Log posterior: -3262.757608397971 || Iter Time:0.018429040908813477 || Total 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Iteration: 1495 || Clusters count: 14 || Log posterior: -3216.5656792709765 || Iter Time:0.01437997817993164 || Total time:26.719881772994995 Iteration: 1496 || Clusters count: 14 || Log posterior: -3171.9752495742923 || Iter Time:0.04145193099975586 || Total time:26.76133370399475 Loading and distributing data: 0.000110 seconds (129 allocations: 12.992 KiB) Iteration: 1497 || Clusters count: 14 || Log posterior: -3262.274970321546 || Iter Time:0.01270914077758789 || Total time:26.77404284477234 Iteration: 1498 || Clusters count: 14 || Log posterior: -3221.9519371729266 || Iter Time:0.017099857330322266 || Total time:26.79114270210266 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1499 || Clusters count: 14 || Log posterior: -3286.575713794861 || Iter Time:0.013920068740844727 || Total time:26.805062770843506 Iteration: 1500 || Clusters count: 14 || Log posterior: -3246.129393727939 || Iter Time:0.01662302017211914 || Total 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Iteration: 1517 || Clusters count: 14 || Log posterior: -3259.033890558589 || Iter Time:0.014642953872680664 || Total time:27.0914089679718 Iteration: 1518 || Clusters count: 14 || Log posterior: -3212.084645548975 || Iter Time:0.018615007400512695 || Total time:27.110023975372314 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 1519 || Clusters count: 14 || Log posterior: -3263.6686127250605 || Iter Time:0.014220952987670898 || Total time:27.124244928359985 Iteration: 1520 || Clusters count: 14 || Log posterior: -3213.7278361622884 || Iter Time:0.01866602897644043 || Total time:27.142910957336426 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1521 || Clusters count: 14 || Log posterior: -3204.7320745025236 || Iter Time:0.014599084854125977 || Total time:27.15751004219055 Iteration: 1522 || Clusters count: 14 || Log posterior: -3174.126449515918 || Iter Time:0.017755985260009766 || Total 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Iteration: 1539 || Clusters count: 14 || Log posterior: -3249.2353031739094 || Iter Time:0.013402938842773438 || Total time:27.469141244888306 Iteration: 1540 || Clusters count: 14 || Log posterior: -3207.6693970356105 || Iter Time:0.016847848892211914 || Total time:27.485989093780518 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1541 || Clusters count: 14 || Log posterior: -3230.4076299984886 || Iter Time:0.013015031814575195 || Total time:27.499004125595093 Iteration: 1542 || Clusters count: 14 || Log posterior: -3197.8872284282243 || Iter Time:0.016894102096557617 || Total time:27.51589822769165 Loading and distributing data: 0.000135 seconds (139 allocations: 13.305 KiB) Iteration: 1543 || Clusters count: 14 || Log posterior: -3234.685065925883 || Iter Time:0.013618946075439453 || Total time:27.52951717376709 Iteration: 1544 || Clusters count: 14 || Log posterior: -3202.1354992255933 || Iter Time:0.017961978912353516 || Total 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Iteration: 1561 || Clusters count: 14 || Log posterior: -3217.3532281536823 || Iter Time:0.0152587890625 || Total time:27.822277545928955 Iteration: 1562 || Clusters count: 14 || Log posterior: -3176.5110902597585 || Iter Time:0.01749396324157715 || Total time:27.839771509170532 Loading and distributing data: 0.000114 seconds (129 allocations: 12.992 KiB) Iteration: 1563 || Clusters count: 14 || Log posterior: -3234.869974160068 || Iter Time:0.013156890869140625 || Total time:27.852928400039673 Iteration: 1564 || Clusters count: 14 || Log posterior: -3192.9185124360456 || Iter Time:0.0178070068359375 || Total time:27.87073540687561 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1565 || Clusters count: 14 || Log posterior: -3305.3340485854114 || Iter Time:0.01594996452331543 || Total time:27.886685371398926 Iteration: 1566 || Clusters count: 14 || Log posterior: -3254.695043691283 || Iter Time:0.019285917282104492 || Total time:27.90597128868103 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-3169.152797181189 || Iter Time:0.018464088439941406 || Total time:28.03113317489624 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1573 || Clusters count: 14 || Log posterior: -3243.4653698491697 || Iter Time:0.014202117919921875 || Total time:28.045335292816162 Iteration: 1574 || Clusters count: 14 || Log posterior: -3199.688340109265 || Iter Time:0.017188072204589844 || Total time:28.062523365020752 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1575 || Clusters count: 14 || Log posterior: -3212.8168554431586 || Iter Time:0.01353001594543457 || Total time:28.076053380966187 Iteration: 1576 || Clusters count: 14 || Log posterior: -3167.864397687078 || Iter Time:0.018286943435668945 || Total time:28.094340324401855 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1577 || Clusters count: 14 || Log posterior: -3222.7862725820714 || Iter Time:0.014517068862915039 || Total time:28.10885739326477 Iteration: 1578 || Clusters count: 14 || Log posterior: -3175.196725333131 || Iter Time:0.01849198341369629 || Total time:28.127349376678467 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1579 || Clusters count: 14 || Log posterior: -3314.279224528423 || Iter Time:0.013490915298461914 || Total time:28.14084029197693 Iteration: 1580 || Clusters count: 14 || Log posterior: -3227.1231634933915 || Iter Time:0.016816139221191406 || Total time:28.15765643119812 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1581 || Clusters count: 14 || Log posterior: -3282.4631644097785 || Iter Time:0.012302160263061523 || Total time:28.16995859146118 Iteration: 1582 || Clusters count: 14 || Log posterior: -3241.7006415521987 || Iter Time:0.017581939697265625 || Total time:28.187540531158447 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1583 || Clusters 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distributing data: 0.000142 seconds (129 allocations: 12.992 KiB) Iteration: 1589 || Clusters count: 14 || Log posterior: -3258.9207888341843 || Iter Time:0.01445317268371582 || Total time:28.30163264274597 Iteration: 1590 || Clusters count: 14 || Log posterior: -3206.1778395514657 || Iter Time:0.01984119415283203 || Total time:28.321473836898804 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1591 || Clusters count: 14 || Log posterior: -3260.8247676802 || Iter Time:0.01452493667602539 || Total time:28.33599877357483 Iteration: 1592 || Clusters count: 14 || Log posterior: -3214.543049647447 || Iter Time:0.02013397216796875 || Total time:28.356132745742798 Loading and distributing data: 0.000166 seconds (129 allocations: 12.992 KiB) Iteration: 1593 || Clusters count: 14 || Log posterior: -3296.3244796258246 || Iter Time:0.02036905288696289 || Total time:28.37650179862976 Iteration: 1594 || Clusters count: 14 || Log posterior: -3238.8342475011355 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distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1611 || Clusters count: 14 || Log posterior: -3208.9391605856763 || Iter Time:0.01473379135131836 || Total time:28.690181255340576 Iteration: 1612 || Clusters count: 14 || Log posterior: -3173.133618208764 || Iter Time:0.018208026885986328 || Total time:28.708389282226562 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1613 || Clusters count: 14 || Log posterior: -3292.9645343651964 || Iter Time:0.01416778564453125 || Total time:28.722557067871094 Iteration: 1614 || Clusters count: 14 || Log posterior: -3223.2558436402755 || Iter Time:0.017926931381225586 || Total time:28.74048399925232 Loading and distributing data: 0.000111 seconds (129 allocations: 12.992 KiB) Iteration: 1615 || Clusters count: 14 || Log posterior: -3258.259302168626 || Iter Time:0.013257980346679688 || Total time:28.753741979599 Iteration: 1616 || Clusters count: 14 || Log posterior: -3199.145439984939 || Iter Time:0.018355846405029297 || Total time:28.77209782600403 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1617 || Clusters count: 14 || Log posterior: -3258.182100167875 || Iter Time:0.014818906784057617 || Total time:28.786916732788086 Iteration: 1618 || Clusters count: 14 || Log posterior: -3196.6014899149573 || Iter Time:0.018611907958984375 || Total time:28.80552864074707 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 1619 || Clusters count: 14 || Log posterior: -3226.280473924248 || Iter Time:0.01784992218017578 || Total time:28.823378562927246 Iteration: 1620 || Clusters count: 14 || Log posterior: -3207.770604606344 || Iter Time:0.020665884017944336 || Total time:28.84404444694519 Loading and distributing data: 0.000144 seconds (129 allocations: 12.992 KiB) Iteration: 1621 || Clusters count: 14 || Log posterior: -3243.271383078736 || Iter Time:0.01592397689819336 || 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-3229.8597262113503 || Iter Time:0.04205584526062012 || Total time:29.162543296813965 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1639 || Clusters count: 14 || Log posterior: -3220.894135977726 || Iter Time:0.014951944351196289 || Total time:29.17749524116516 Iteration: 1640 || Clusters count: 14 || Log posterior: -3176.8625734291622 || Iter Time:0.019036054611206055 || Total time:29.196531295776367 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1641 || Clusters count: 14 || Log posterior: -3187.67679982072 || Iter Time:0.013257980346679688 || Total time:29.209789276123047 Iteration: 1642 || Clusters count: 14 || Log posterior: -3153.010286840087 || Iter Time:0.01744699478149414 || Total time:29.22723627090454 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1643 || Clusters count: 14 || Log posterior: -3259.3225031552633 || Iter Time:0.012852191925048828 || 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-3289.7330609308897 || Iter Time:0.01810908317565918 || Total time:29.509604930877686 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 1661 || Clusters count: 14 || Log posterior: -3266.123579726589 || Iter Time:0.013966083526611328 || Total time:29.523571014404297 Iteration: 1662 || Clusters count: 14 || Log posterior: -3239.9999662192727 || Iter Time:0.017817020416259766 || Total time:29.541388034820557 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1663 || Clusters count: 14 || Log posterior: -3260.490574795683 || Iter Time:0.014447212219238281 || Total time:29.555835247039795 Iteration: 1664 || Clusters count: 14 || Log posterior: -3218.057306705408 || Iter Time:0.01701211929321289 || Total time:29.572847366333008 Loading and distributing data: 0.000121 seconds (134 allocations: 13.148 KiB) Iteration: 1665 || Clusters count: 14 || Log posterior: -3232.1958211798033 || Iter Time:0.012490034103393555 || 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-3200.450055247057 || Iter Time:0.018609046936035156 || Total time:29.88006353378296 Loading and distributing data: 0.000148 seconds (129 allocations: 12.992 KiB) Iteration: 1683 || Clusters count: 14 || Log posterior: -3201.482377762863 || Iter Time:0.014105081558227539 || Total time:29.894168615341187 Iteration: 1684 || Clusters count: 14 || Log posterior: -3160.7307766140693 || Iter Time:0.01833796501159668 || Total time:29.912506580352783 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1685 || Clusters count: 14 || Log posterior: -3232.219417678215 || Iter Time:0.014346837997436523 || Total time:29.92685341835022 Iteration: 1686 || Clusters count: 14 || Log posterior: -3184.9858174739597 || Iter Time:0.01818704605102539 || Total time:29.945040464401245 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1687 || Clusters count: 14 || Log posterior: -3272.8669261382893 || Iter Time:0.014146804809570312 || 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-3173.566135698747 || Iter Time:0.019161224365234375 || Total time:30.23586893081665 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1705 || Clusters count: 14 || Log posterior: -3226.084701489104 || Iter Time:0.014116048812866211 || Total time:30.249984979629517 Iteration: 1706 || Clusters count: 14 || Log posterior: -3194.733022359603 || Iter Time:0.019442081451416016 || Total time:30.269427061080933 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1707 || Clusters count: 14 || Log posterior: -3294.10701126664 || Iter Time:0.015180110931396484 || Total time:30.28460717201233 Iteration: 1708 || Clusters count: 14 || Log posterior: -3235.1574627497284 || Iter Time:0.018821001052856445 || Total time:30.303428173065186 Loading and distributing data: 0.000144 seconds (129 allocations: 12.992 KiB) Iteration: 1709 || Clusters count: 14 || Log posterior: -3253.425935064744 || Iter Time:0.013715982437133789 || 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-3192.7222001515793 || Iter Time:0.018665075302124023 || Total time:30.608109712600708 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1727 || Clusters count: 15 || Log posterior: -3237.9478407096476 || Iter Time:0.013051986694335938 || Total time:30.621161699295044 Iteration: 1728 || Clusters count: 14 || Log posterior: -3215.8548293656313 || Iter Time:0.0164029598236084 || Total time:30.637564659118652 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1729 || Clusters count: 14 || Log posterior: -3284.649909315138 || Iter Time:0.011916875839233398 || Total time:30.649481534957886 Iteration: 1730 || Clusters count: 14 || Log posterior: -3240.7678335918586 || Iter Time:0.01577019691467285 || Total time:30.66525173187256 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1731 || Clusters count: 14 || Log posterior: -3256.687402036856 || Iter Time:0.012529850006103516 || 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-3213.912709406187 || Iter Time:0.042439937591552734 || Total time:30.966790199279785 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1749 || Clusters count: 14 || Log posterior: -3274.1559809411997 || Iter Time:0.013153076171875 || Total time:30.97994327545166 Iteration: 1750 || Clusters count: 14 || Log posterior: -3244.6823643257726 || Iter Time:0.018450021743774414 || Total time:30.998393297195435 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1751 || Clusters count: 14 || Log posterior: -3297.5865997667247 || Iter Time:0.013471841812133789 || Total time:31.01186513900757 Iteration: 1752 || Clusters count: 14 || Log posterior: -3249.51221269542 || Iter Time:0.017195940017700195 || Total time:31.02906107902527 Loading and distributing data: 0.000144 seconds (129 allocations: 12.992 KiB) Iteration: 1753 || Clusters count: 14 || Log posterior: -3258.950435746863 || Iter Time:0.012994050979614258 || 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-3236.3729552896457 || Iter Time:0.01844501495361328 || Total time:31.306222438812256 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1771 || Clusters count: 14 || Log posterior: -3234.1679132331947 || Iter Time:0.013811111450195312 || Total time:31.32003355026245 Iteration: 1772 || Clusters count: 14 || Log posterior: -3197.176413115636 || Iter Time:0.01834893226623535 || Total time:31.338382482528687 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1773 || Clusters count: 15 || Log posterior: -3236.524745435156 || Iter Time:0.01542210578918457 || Total time:31.35380458831787 Iteration: 1774 || Clusters count: 14 || Log posterior: -3200.805382850391 || Iter Time:0.017998933792114258 || Total time:31.371803522109985 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1775 || Clusters count: 14 || Log posterior: -3241.8129096575794 || Iter Time:0.014084100723266602 || 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count: 14 || Log posterior: -3246.3542040551724 || Iter Time:0.014526128768920898 || Total time:31.878326892852783 Iteration: 1804 || Clusters count: 14 || Log posterior: -3199.0935588023544 || Iter Time:0.018286943435668945 || Total time:31.896613836288452 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1805 || Clusters count: 14 || Log posterior: -3241.5107882790967 || Iter Time:0.013790130615234375 || Total time:31.910403966903687 Iteration: 1806 || Clusters count: 14 || Log posterior: -3203.9574314781175 || Iter Time:0.018075942993164062 || Total time:31.92847990989685 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1807 || Clusters count: 14 || Log posterior: -3235.165702215747 || Iter Time:0.013553142547607422 || Total time:31.942033052444458 Iteration: 1808 || Clusters count: 14 || Log posterior: -3216.2210317581744 || Iter Time:0.017983198165893555 || Total time:31.96001625061035 Loading and 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-3263.268533235622 || Iter Time:0.018483877182006836 || Total time:32.05345010757446 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1815 || Clusters count: 14 || Log posterior: -3296.272808883793 || Iter Time:0.013493061065673828 || Total time:32.06694316864014 Iteration: 1816 || Clusters count: 14 || Log posterior: -3258.802042040491 || Iter Time:0.017692089080810547 || Total time:32.08463525772095 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1817 || Clusters count: 14 || Log posterior: -3293.661692499571 || Iter Time:0.014613866806030273 || Total time:32.09924912452698 Iteration: 1818 || Clusters count: 14 || Log posterior: -3232.0616198902603 || Iter Time:0.01748800277709961 || Total time:32.11673712730408 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1819 || Clusters count: 14 || Log posterior: -3259.4930775464345 || Iter Time:0.012959003448486328 || Total time:32.12969613075256 Iteration: 1820 || Clusters count: 14 || Log posterior: -3229.757278082885 || Iter Time:0.018244028091430664 || Total time:32.147940158843994 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1821 || Clusters count: 14 || Log posterior: -3231.44669911935 || Iter Time:0.015614032745361328 || Total time:32.163554191589355 Iteration: 1822 || Clusters count: 14 || Log posterior: -3202.9225262929886 || Iter Time:0.019114017486572266 || Total time:32.18266820907593 Loading and distributing data: 0.000158 seconds (129 allocations: 12.992 KiB) Iteration: 1823 || Clusters count: 14 || Log posterior: -3213.424079477318 || Iter Time:0.01499485969543457 || Total time:32.19766306877136 Iteration: 1824 || Clusters count: 14 || Log posterior: -3187.485531865368 || Iter Time:0.04488492012023926 || Total time:32.2425479888916 Loading and distributing data: 0.000159 seconds (129 allocations: 12.992 KiB) Iteration: 1825 || Clusters count: 14 || Log posterior: -3270.587383035687 || Iter Time:0.014984130859375 || Total time:32.25753211975098 Iteration: 1826 || Clusters count: 14 || Log posterior: -3227.906689350666 || Iter Time:0.019453048706054688 || Total time:32.27698516845703 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1827 || Clusters count: 15 || Log posterior: -3249.132826688684 || Iter Time:0.014516115188598633 || Total time:32.29150128364563 Iteration: 1828 || Clusters count: 15 || Log posterior: -3217.076336807227 || Iter Time:0.018669843673706055 || Total time:32.310171127319336 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1829 || Clusters count: 14 || Log posterior: -3192.423873610395 || Iter Time:0.013778924942016602 || Total time:32.32395005226135 Iteration: 1830 || Clusters count: 14 || Log posterior: -3158.2722190183636 || Iter Time:0.018960952758789062 || Total time:32.34291100502014 Loading and distributing 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Time:0.018043041229248047 || Total time:32.43710780143738 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1837 || Clusters count: 14 || Log posterior: -3312.074878674657 || Iter Time:0.015018939971923828 || Total time:32.4521267414093 Iteration: 1838 || Clusters count: 14 || Log posterior: -3262.428200761685 || Iter Time:0.018955230712890625 || Total time:32.47108197212219 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1839 || Clusters count: 14 || Log posterior: -3253.894528952436 || Iter Time:0.01630401611328125 || Total time:32.487385988235474 Iteration: 1840 || Clusters count: 14 || Log posterior: -3231.481045230848 || Iter Time:0.020392894744873047 || Total time:32.50777888298035 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1841 || Clusters count: 14 || Log posterior: -3191.8333612001397 || Iter Time:0.015091896057128906 || Total time:32.522870779037476 Iteration: 1842 || Clusters count: 14 || Log posterior: -3176.6441979801434 || Iter Time:0.018697023391723633 || Total time:32.5415678024292 Loading and distributing data: 0.000158 seconds (129 allocations: 12.992 KiB) Iteration: 1843 || Clusters count: 14 || Log posterior: -3264.34210904164 || Iter Time:0.015013933181762695 || Total time:32.55658173561096 Iteration: 1844 || Clusters count: 14 || Log posterior: -3235.4031200104296 || Iter Time:0.019002914428710938 || Total time:32.57558465003967 Loading and distributing data: 0.000145 seconds (129 allocations: 12.992 KiB) Iteration: 1845 || Clusters count: 14 || Log posterior: -3298.958431240273 || Iter Time:0.014183998107910156 || Total time:32.58976864814758 Iteration: 1846 || Clusters count: 14 || Log posterior: -3253.1097177024153 || Iter Time:0.01854109764099121 || Total time:32.608309745788574 Loading and distributing data: 0.000148 seconds (129 allocations: 12.992 KiB) Iteration: 1847 || Clusters count: 14 || Log posterior: -3292.7442125398425 || Iter Time:0.014732122421264648 || Total time:32.62304186820984 Iteration: 1848 || Clusters count: 14 || Log posterior: -3240.694298324115 || Iter Time:0.018063068389892578 || Total time:32.64110493659973 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1849 || Clusters count: 14 || Log posterior: -3224.291538199812 || Iter Time:0.014972925186157227 || Total time:32.65607786178589 Iteration: 1850 || Clusters count: 14 || Log posterior: -3203.291058376367 || Iter Time:0.018154144287109375 || Total time:32.674232006073 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1851 || Clusters count: 14 || Log posterior: -3287.4025554307304 || Iter Time:0.012080192565917969 || Total time:32.686312198638916 Iteration: 1852 || Clusters count: 14 || Log posterior: -3239.2471215427167 || Iter Time:0.01752781867980957 || Total time:32.703840017318726 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1853 || Clusters count: 14 || Log posterior: -3270.0918724364165 || Iter Time:0.012533187866210938 || Total time:32.71637320518494 Iteration: 1854 || Clusters count: 14 || Log posterior: -3225.7400970605936 || Iter Time:0.017611980438232422 || Total time:32.73398518562317 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1855 || Clusters count: 14 || Log posterior: -3234.32184629969 || Iter Time:0.014878988265991211 || Total time:32.74886417388916 Iteration: 1856 || Clusters count: 14 || Log posterior: -3191.796939265828 || Iter Time:0.01815319061279297 || Total time:32.76701736450195 Loading and distributing data: 0.000143 seconds (129 allocations: 12.992 KiB) Iteration: 1857 || Clusters count: 14 || Log posterior: -3226.220424615973 || Iter Time:0.014487028121948242 || Total time:32.7815043926239 Iteration: 1858 || Clusters count: 14 || Log posterior: -3188.3553815572973 || Iter Time:0.0185549259185791 || Total time:32.80005931854248 Loading and distributing data: 0.000161 seconds (129 allocations: 12.992 KiB) Iteration: 1859 || Clusters count: 14 || Log posterior: -3239.521816856151 || Iter Time:0.01485300064086914 || Total time:32.81491231918335 Iteration: 1860 || Clusters count: 14 || Log posterior: -3216.2208812879708 || Iter Time:0.018710851669311523 || Total time:32.83362317085266 Loading and distributing data: 0.000147 seconds (129 allocations: 12.992 KiB) Iteration: 1861 || Clusters count: 14 || Log posterior: -3271.049152108413 || Iter Time:0.015108823776245117 || Total time:32.848731994628906 Iteration: 1862 || Clusters count: 14 || Log posterior: -3216.053882465242 || Iter Time:0.04632687568664551 || Total time:32.89505887031555 Loading and distributing data: 0.000154 seconds (129 allocations: 12.992 KiB) Iteration: 1863 || Clusters count: 14 || Log posterior: -3243.400299857771 || Iter Time:0.014765024185180664 || Total time:32.90982389450073 Iteration: 1864 || Clusters count: 14 || Log posterior: -3209.03494991454 || Iter Time:0.019932985305786133 || Total time:32.92975687980652 Loading and distributing data: 0.000145 seconds (129 allocations: 12.992 KiB) Iteration: 1865 || Clusters count: 14 || Log posterior: -3249.890878818448 || Iter Time:0.01606607437133789 || Total time:32.945822954177856 Iteration: 1866 || Clusters count: 14 || Log posterior: -3197.6741507674083 || Iter Time:0.020631074905395508 || Total time:32.96645402908325 Loading and distributing data: 0.000146 seconds (129 allocations: 12.992 KiB) Iteration: 1867 || Clusters count: 14 || Log posterior: -3219.4999226755544 || Iter Time:0.01604294776916504 || Total time:32.98249697685242 Iteration: 1868 || Clusters count: 14 || Log posterior: -3176.242176091486 || Iter Time:0.01945805549621582 || Total time:33.00195503234863 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1869 || Clusters count: 14 || Log posterior: -3252.9133196764747 || Iter Time:0.01529693603515625 || Total time:33.01725196838379 Iteration: 1870 || Clusters count: 14 || Log posterior: -3196.69584851982 || Iter Time:0.02257513999938965 || Total time:33.03982710838318 Loading and distributing data: 0.000142 seconds (129 allocations: 12.992 KiB) Iteration: 1871 || Clusters count: 14 || Log posterior: -3195.3612067894132 || Iter Time:0.01640486717224121 || Total time:33.05623197555542 Iteration: 1872 || Clusters count: 14 || Log posterior: -3176.904135856677 || Iter Time:0.020654916763305664 || Total time:33.076886892318726 Loading and distributing data: 0.000161 seconds (129 allocations: 12.992 KiB) Iteration: 1873 || Clusters count: 14 || Log posterior: -3186.7539863932534 || Iter Time:0.015495061874389648 || Total time:33.092381954193115 Iteration: 1874 || Clusters count: 14 || Log posterior: -3157.2228697768915 || Iter Time:0.01963496208190918 || Total time:33.112016916275024 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 1875 || Clusters count: 14 || Log posterior: -3232.632512900258 || Iter Time:0.016418933868408203 || Total time:33.12843585014343 Iteration: 1876 || Clusters count: 14 || Log posterior: -3189.661127458407 || Iter Time:0.01912403106689453 || Total time:33.14755988121033 Loading and distributing data: 0.000147 seconds (129 allocations: 12.992 KiB) Iteration: 1877 || Clusters count: 14 || Log posterior: -3210.856236333663 || Iter Time:0.01586008071899414 || Total time:33.16341996192932 Iteration: 1878 || Clusters count: 14 || Log posterior: -3177.5107148047546 || Iter Time:0.018616914749145508 || Total time:33.18203687667847 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1879 || Clusters count: 14 || Log posterior: -3236.5067315368133 || Iter Time:0.015002965927124023 || Total time:33.19703984260559 Iteration: 1880 || Clusters count: 14 || Log posterior: -3194.6598573117067 || Iter Time:0.018815994262695312 || Total time:33.215855836868286 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1881 || Clusters count: 14 || Log posterior: -3283.6860040446245 || Iter Time:0.016414880752563477 || Total time:33.23227071762085 Iteration: 1882 || Clusters count: 14 || Log posterior: -3246.4397828797937 || Iter Time:0.019077062606811523 || Total time:33.25134778022766 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1883 || Clusters count: 14 || Log posterior: -3312.806926899578 || Iter Time:0.014216899871826172 || Total time:33.26556468009949 Iteration: 1884 || Clusters count: 14 || Log posterior: -3258.958921166821 || Iter Time:0.0182039737701416 || Total time:33.28376865386963 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1885 || Clusters count: 14 || Log posterior: -3257.755932889305 || Iter Time:0.0150299072265625 || Total time:33.29879856109619 Iteration: 1886 || Clusters count: 14 || Log posterior: -3206.7521098675593 || Iter Time:0.018449068069458008 || Total time:33.31724762916565 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1887 || Clusters count: 14 || Log posterior: -3246.3422101134097 || Iter Time:0.014789819717407227 || Total time:33.33203744888306 Iteration: 1888 || Clusters count: 14 || Log posterior: -3202.0425695404597 || Iter Time:0.01903700828552246 || Total time:33.35107445716858 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1889 || Clusters count: 14 || Log posterior: -3257.751952412778 || Iter Time:0.013656139373779297 || Total time:33.36473059654236 Iteration: 1890 || Clusters count: 14 || Log posterior: -3223.4012323207544 || Iter Time:0.01761007308959961 || Total time:33.38234066963196 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1891 || Clusters count: 14 || Log posterior: -3241.9424940913555 || Iter Time:0.01391291618347168 || Total time:33.39625358581543 Iteration: 1892 || Clusters count: 14 || Log posterior: -3195.8360548556725 || Iter Time:0.01810002326965332 || Total time:33.41435360908508 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 1893 || Clusters count: 14 || Log posterior: -3246.894008142065 || Iter Time:0.014740943908691406 || Total time:33.429094552993774 Iteration: 1894 || Clusters count: 14 || Log posterior: -3194.9329596291013 || Iter Time:0.017729997634887695 || Total time:33.44682455062866 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1895 || Clusters count: 14 || Log posterior: -3197.129371272906 || Iter Time:0.015039920806884766 || Total time:33.46186447143555 Iteration: 1896 || Clusters count: 14 || Log posterior: -3159.5750360945476 || Iter Time:0.018401145935058594 || Total time:33.480265617370605 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1897 || Clusters count: 14 || Log posterior: -3235.937725563163 || Iter Time:0.012918949127197266 || Total time:33.4931845664978 Iteration: 1898 || Clusters count: 14 || Log posterior: -3169.545047099222 || Iter Time:0.017678022384643555 || Total time:33.510862588882446 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1899 || Clusters count: 14 || Log posterior: -3247.559989643681 || Iter Time:0.014410018920898438 || Total time:33.525272607803345 Iteration: 1900 || Clusters count: 14 || Log posterior: -3214.5942819999677 || Iter Time:0.0446171760559082 || Total time:33.56988978385925 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1901 || Clusters count: 14 || Log posterior: -3258.6513863188848 || Iter Time:0.015530109405517578 || Total time:33.58541989326477 Iteration: 1902 || Clusters count: 14 || Log posterior: -3224.540382583085 || Iter Time:0.020143985748291016 || Total time:33.60556387901306 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1903 || Clusters count: 14 || Log posterior: -3224.1730132742105 || Iter Time:0.01261591911315918 || Total time:33.61817979812622 Iteration: 1904 || Clusters count: 14 || Log posterior: -3190.1452680296593 || Iter Time:0.01685309410095215 || Total time:33.63503289222717 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1905 || Clusters count: 14 || Log posterior: -3202.2001968430527 || Iter Time:0.013758182525634766 || Total time:33.64879107475281 Iteration: 1906 || Clusters count: 14 || Log posterior: -3174.2874103764943 || Iter Time:0.01832103729248047 || Total time:33.66711211204529 Loading and distributing data: 0.000147 seconds (129 allocations: 12.992 KiB) Iteration: 1907 || Clusters count: 14 || Log posterior: -3263.005585249223 || Iter Time:0.014219999313354492 || Total time:33.68133211135864 Iteration: 1908 || Clusters count: 14 || Log posterior: -3206.750793929652 || Iter Time:0.019017934799194336 || Total time:33.70035004615784 Loading and distributing data: 0.000153 seconds (129 allocations: 12.992 KiB) Iteration: 1909 || Clusters count: 14 || Log posterior: -3268.9045506466023 || Iter Time:0.015355110168457031 || Total time:33.715705156326294 Iteration: 1910 || Clusters count: 14 || Log posterior: -3214.6597034532206 || Iter Time:0.01675891876220703 || Total time:33.7324640750885 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1911 || Clusters count: 14 || Log posterior: -3207.1170949745906 || Iter Time:0.012871026992797852 || Total time:33.7453351020813 Iteration: 1912 || Clusters count: 14 || Log posterior: -3167.215293031843 || Iter Time:0.016467809677124023 || Total time:33.76180291175842 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1913 || Clusters count: 14 || Log posterior: -3185.154355304712 || Iter Time:0.013298988342285156 || Total time:33.77510190010071 Iteration: 1914 || Clusters count: 14 || Log posterior: -3139.987489528266 || Iter Time:0.017433881759643555 || Total time:33.79253578186035 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1915 || Clusters count: 14 || Log posterior: -3275.142865675503 || Iter Time:0.011990785598754883 || Total time:33.804526567459106 Iteration: 1916 || Clusters count: 14 || Log posterior: -3220.550491584007 || Iter Time:0.017590999603271484 || Total time:33.82211756706238 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1917 || Clusters count: 14 || Log posterior: -3306.3049236559114 || Iter Time:0.012871026992797852 || Total time:33.834988594055176 Iteration: 1918 || Clusters count: 14 || Log posterior: -3254.222712062327 || Iter Time:0.016036033630371094 || Total time:33.85102462768555 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1919 || Clusters count: 14 || Log posterior: -3293.679295850604 || Iter Time:0.014912128448486328 || Total time:33.86593675613403 Iteration: 1920 || Clusters count: 14 || Log posterior: -3239.3647261311644 || Iter Time:0.018002033233642578 || Total time:33.883938789367676 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1921 || Clusters count: 14 || Log posterior: -3249.118131971305 || Iter Time:0.012562990188598633 || Total time:33.896501779556274 Iteration: 1922 || Clusters count: 14 || Log posterior: -3207.1348217159175 || Iter Time:0.01683211326599121 || Total time:33.913333892822266 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1923 || Clusters count: 14 || Log posterior: -3257.0938047457676 || Iter Time:0.012750864028930664 || Total time:33.926084756851196 Iteration: 1924 || Clusters count: 14 || Log posterior: -3201.012126020227 || Iter Time:0.01828312873840332 || Total time:33.9443678855896 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1925 || Clusters count: 14 || Log posterior: -3257.4595185287944 || Iter Time:0.012878894805908203 || Total time:33.95724678039551 Iteration: 1926 || Clusters count: 14 || Log posterior: -3188.0588136009255 || Iter Time:0.01674199104309082 || Total time:33.9739887714386 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1927 || Clusters count: 14 || Log posterior: -3252.3104218784233 || Iter Time:0.013089895248413086 || Total time:33.98707866668701 Iteration: 1928 || Clusters count: 14 || Log posterior: -3209.072650546708 || Iter Time:0.017698049545288086 || Total time:34.0047767162323 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 1929 || Clusters count: 14 || Log posterior: -3209.0843368782294 || Iter Time:0.012695074081420898 || Total time:34.01747179031372 Iteration: 1930 || Clusters count: 14 || Log posterior: -3166.3051968930463 || Iter Time:0.018420934677124023 || Total time:34.035892724990845 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1931 || Clusters count: 14 || Log posterior: -3225.071638032546 || Iter Time:0.013072967529296875 || Total time:34.04896569252014 Iteration: 1932 || Clusters count: 14 || Log posterior: -3167.155222329724 || Iter Time:0.01943802833557129 || Total time:34.06840372085571 Loading and distributing data: 0.000163 seconds (129 allocations: 12.992 KiB) Iteration: 1933 || Clusters count: 14 || Log posterior: -3244.584505744557 || Iter Time:0.01510310173034668 || Total time:34.08350682258606 Iteration: 1934 || Clusters count: 14 || Log posterior: -3208.890102302531 || Iter Time:0.019115924835205078 || Total time:34.102622747421265 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1935 || Clusters count: 14 || Log posterior: -3230.8348214627 || Iter Time:0.014069795608520508 || Total time:34.116692543029785 Iteration: 1936 || Clusters count: 14 || Log posterior: -3192.0468043878554 || Iter Time:0.019697904586791992 || Total time:34.13639044761658 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1937 || Clusters count: 14 || Log posterior: -3207.1733612883413 || Iter Time:0.013993978500366211 || Total time:34.15038442611694 Iteration: 1938 || Clusters count: 14 || Log posterior: -3181.930731060021 || Iter Time:0.019102096557617188 || Total time:34.16948652267456 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 1939 || Clusters count: 14 || Log posterior: -3227.8682940183267 || Iter Time:0.04283595085144043 || Total time:34.212322473526 Iteration: 1940 || Clusters count: 14 || Log posterior: -3199.254037159499 || Iter Time:0.018930912017822266 || Total time:34.23125338554382 Loading and distributing data: 0.000141 seconds (129 allocations: 12.992 KiB) Iteration: 1941 || Clusters count: 14 || Log posterior: -3220.6826824574646 || Iter Time:0.015376091003417969 || Total time:34.24662947654724 Iteration: 1942 || Clusters count: 14 || Log posterior: -3187.4959349954947 || Iter Time:0.01947808265686035 || Total time:34.2661075592041 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1943 || Clusters count: 14 || Log posterior: -3298.581024567967 || Iter Time:0.013597965240478516 || Total time:34.27970552444458 Iteration: 1944 || Clusters count: 14 || Log posterior: -3229.574069902849 || Iter Time:0.017869949340820312 || Total time:34.2975754737854 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1945 || Clusters count: 14 || Log posterior: -3262.2127173398085 || Iter Time:0.014120101928710938 || Total time:34.31169557571411 Iteration: 1946 || Clusters count: 14 || Log posterior: -3197.447238667748 || Iter Time:0.017414093017578125 || Total time:34.32910966873169 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1947 || Clusters count: 14 || Log posterior: -3197.2481762244847 || Iter Time:0.014163017272949219 || Total time:34.34327268600464 Iteration: 1948 || Clusters count: 14 || Log posterior: -3164.9229636335867 || Iter Time:0.017893075942993164 || Total time:34.36116576194763 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1949 || Clusters count: 14 || Log posterior: -3232.935402149241 || Iter Time:0.014158964157104492 || Total time:34.375324726104736 Iteration: 1950 || Clusters count: 14 || Log posterior: -3213.3292821304144 || Iter Time:0.018373966217041016 || Total time:34.39369869232178 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1951 || Clusters count: 14 || Log posterior: -3279.139373031472 || Iter Time:0.013753890991210938 || Total time:34.40745258331299 Iteration: 1952 || Clusters count: 14 || Log posterior: -3241.841489895971 || Iter Time:0.01938796043395996 || Total time:34.42684054374695 Loading and distributing data: 0.000154 seconds (129 allocations: 12.992 KiB) Iteration: 1953 || Clusters count: 14 || Log posterior: -3332.6128929182178 || Iter Time:0.015755891799926758 || Total time:34.442596435546875 Iteration: 1954 || Clusters count: 14 || Log posterior: -3274.410951146911 || Iter Time:0.01936793327331543 || Total time:34.46196436882019 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1955 || Clusters count: 14 || Log posterior: -3265.3025415121087 || Iter Time:0.015892982482910156 || Total time:34.4778573513031 Iteration: 1956 || Clusters count: 14 || Log posterior: -3220.1300501802316 || Iter Time:0.019108057022094727 || Total time:34.496965408325195 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1957 || Clusters count: 14 || Log posterior: -3293.9264209067887 || Iter Time:0.014503002166748047 || Total time:34.51146841049194 Iteration: 1958 || Clusters count: 14 || Log posterior: -3230.848540096263 || Iter Time:0.019312143325805664 || Total time:34.53078055381775 Loading and distributing data: 0.000145 seconds (129 allocations: 12.992 KiB) Iteration: 1959 || Clusters count: 15 || Log posterior: -3312.9422855704697 || Iter Time:0.014367103576660156 || Total time:34.54514765739441 Iteration: 1960 || Clusters count: 15 || Log posterior: -3241.060991368649 || Iter Time:0.01895284652709961 || Total time:34.56410050392151 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1961 || Clusters count: 15 || Log posterior: -3281.800958040611 || Iter Time:0.014886140823364258 || Total time:34.57898664474487 Iteration: 1962 || Clusters count: 15 || Log posterior: -3234.8144378217835 || Iter Time:0.018493175506591797 || Total time:34.597479820251465 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1963 || Clusters count: 15 || Log posterior: -3237.992556758493 || Iter Time:0.013638973236083984 || Total time:34.61111879348755 Iteration: 1964 || Clusters count: 15 || Log posterior: -3185.4705450937454 || Iter Time:0.018461942672729492 || Total time:34.62958073616028 Loading and distributing data: 0.000143 seconds (129 allocations: 12.992 KiB) Iteration: 1965 || Clusters count: 14 || Log posterior: -3221.624850749896 || Iter Time:0.014755010604858398 || Total time:34.64433574676514 Iteration: 1966 || Clusters count: 14 || Log posterior: -3183.2630900547165 || Iter Time:0.01770305633544922 || Total time:34.662038803100586 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1967 || Clusters count: 14 || Log posterior: -3232.446701737299 || Iter Time:0.013380050659179688 || Total time:34.675418853759766 Iteration: 1968 || Clusters count: 14 || Log posterior: -3197.1374557466934 || Iter Time:0.018695831298828125 || Total time:34.694114685058594 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 1969 || Clusters count: 14 || Log posterior: -3270.3488870820192 || Iter Time:0.014611005783081055 || Total time:34.708725690841675 Iteration: 1970 || Clusters count: 14 || Log posterior: -3205.1883614178237 || Iter Time:0.019401073455810547 || Total time:34.728126764297485 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1971 || Clusters count: 14 || Log posterior: -3199.5881528476516 || Iter Time:0.01455378532409668 || Total time:34.74268054962158 Iteration: 1972 || Clusters count: 14 || Log posterior: -3172.9922536838035 || Iter Time:0.018643856048583984 || Total time:34.761324405670166 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1973 || Clusters count: 14 || Log posterior: -3251.743102109856 || Iter Time:0.014293909072875977 || Total time:34.77561831474304 Iteration: 1974 || Clusters count: 14 || Log posterior: -3225.8549985068944 || Iter Time:0.019610166549682617 || Total time:34.795228481292725 Loading and distributing data: 0.000150 seconds (129 allocations: 12.992 KiB) Iteration: 1975 || Clusters count: 14 || Log posterior: -3284.130503153006 || Iter Time:0.01415705680847168 || Total time:34.809385538101196 Iteration: 1976 || Clusters count: 14 || Log posterior: -3252.840539962049 || Iter Time:0.017377138137817383 || Total time:34.826762676239014 Loading and distributing data: 0.000152 seconds (129 allocations: 12.992 KiB) Iteration: 1977 || Clusters count: 14 || Log posterior: -3295.5610123356128 || Iter Time:0.013301849365234375 || Total time:34.84006452560425 Iteration: 1978 || Clusters count: 14 || Log posterior: -3244.9128723370623 || Iter Time:0.043161869049072266 || Total time:34.88322639465332 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1979 || Clusters count: 14 || Log posterior: -3249.4240809643934 || Iter Time:0.012609004974365234 || Total time:34.895835399627686 Iteration: 1980 || Clusters count: 14 || Log posterior: -3195.734523523209 || Iter Time:0.016973018646240234 || Total time:34.912808418273926 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1981 || Clusters count: 14 || Log posterior: -3244.769693836569 || Iter Time:0.014924049377441406 || Total time:34.92773246765137 Iteration: 1982 || Clusters count: 14 || Log posterior: -3184.455320285353 || Iter Time:0.017325878143310547 || Total time:34.94505834579468 Loading and distributing data: 0.000112 seconds (129 allocations: 12.992 KiB) Iteration: 1983 || Clusters count: 14 || Log posterior: -3216.768569774842 || Iter Time:0.013630867004394531 || Total time:34.95868921279907 Iteration: 1984 || Clusters count: 14 || Log posterior: -3177.4698295127746 || Iter Time:0.018023967742919922 || Total time:34.97671318054199 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1985 || Clusters count: 14 || Log posterior: -3225.51703430585 || Iter Time:0.014492034912109375 || Total time:34.9912052154541 Iteration: 1986 || Clusters count: 14 || Log posterior: -3179.326920773443 || Iter Time:0.018121004104614258 || Total time:35.009326219558716 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1987 || Clusters count: 14 || Log posterior: -3231.756696334937 || Iter Time:0.013749837875366211 || Total time:35.02307605743408 Iteration: 1988 || Clusters count: 14 || Log posterior: -3214.9773602673936 || Iter Time:0.018894195556640625 || Total time:35.04197025299072 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1989 || Clusters count: 14 || Log posterior: -3311.7596311665575 || Iter Time:0.014662027359008789 || Total time:35.05663228034973 Iteration: 1990 || Clusters count: 14 || Log posterior: -3256.588231684046 || Iter Time:0.018206119537353516 || Total time:35.074838399887085 Loading and distributing data: 0.000145 seconds (129 allocations: 12.992 KiB) Iteration: 1991 || Clusters count: 14 || Log posterior: -3273.662851635129 || Iter Time:0.013761043548583984 || Total time:35.08859944343567 Iteration: 1992 || Clusters count: 14 || Log posterior: -3239.2249701996634 || Iter Time:0.01855301856994629 || Total time:35.107152462005615 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1993 || Clusters count: 14 || Log posterior: -3230.179549610837 || Iter Time:0.013751029968261719 || Total time:35.12090349197388 Iteration: 1994 || Clusters count: 14 || Log posterior: -3186.8340323747725 || Iter Time:0.017666101455688477 || Total time:35.138569593429565 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1995 || Clusters count: 14 || Log posterior: -3201.40019242438 || Iter Time:0.013931989669799805 || Total time:35.152501583099365 Iteration: 1996 || Clusters count: 14 || Log posterior: -3162.2579324848684 || Iter Time:0.018287181854248047 || Total time:35.17078876495361 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1997 || Clusters count: 14 || Log posterior: -3193.67314534519 || Iter Time:0.014458894729614258 || Total time:35.18524765968323 Iteration: 1998 || Clusters count: 14 || Log posterior: -3175.887156117136 || Iter Time:0.01873493194580078 || Total time:35.20398259162903 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1999 || Clusters count: 14 || Log posterior: -3259.582287084742 || Iter Time:0.01376199722290039 || Total time:35.21774458885193 Iteration: 2000 || Clusters count: 14 || Log posterior: -3223.364976647096 || Iter Time:0.01898193359375 || Total time:35.23672652244568 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 2001 || Clusters count: 14 || Log posterior: -3278.418611432029 || Iter Time:0.014368057250976562 || Total time:35.251094579696655 Iteration: 2002 || Clusters count: 14 || Log posterior: -3227.1882418928953 || Iter Time:0.017962932586669922 || Total time:35.269057512283325 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 2003 || Clusters count: 14 || Log posterior: -3262.825458066084 || Iter Time:0.014338970184326172 || Total time:35.28339648246765 Iteration: 2004 || Clusters count: 14 || Log posterior: -3221.1223688034966 || Iter Time:0.02005791664123535 || Total time:35.30345439910889 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 2005 || Clusters count: 14 || Log posterior: -3264.716482618288 || Iter Time:0.015054941177368164 || Total time:35.318509340286255 Iteration: 2006 || Clusters count: 14 || Log posterior: -3201.084376954762 || Iter Time:0.018481016159057617 || Total time:35.33699035644531 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 2007 || Clusters count: 14 || Log posterior: -3267.570275002258 || Iter Time:0.01524209976196289 || Total time:35.352232456207275 Iteration: 2008 || Clusters count: 14 || Log posterior: -3238.9999978083874 || Iter Time:0.020879030227661133 || Total time:35.37311148643494 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 2009 || Clusters count: 14 || Log posterior: -3255.622760801236 || Iter Time:0.014720916748046875 || Total time:35.38783240318298 Iteration: 2010 || Clusters count: 14 || Log posterior: -3209.313639575583 || Iter Time:0.01936507225036621 || Total time:35.40719747543335 Loading and distributing data: 0.000146 seconds (129 allocations: 12.992 KiB) Iteration: 2011 || Clusters count: 14 || Log posterior: -3252.7272253791484 || Iter Time:0.016575098037719727 || Total time:35.42377257347107 Iteration: 2012 || Clusters count: 14 || Log posterior: -3183.4143979022765 || Iter Time:0.017817974090576172 || Total time:35.441590547561646 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 2013 || Clusters count: 14 || Log posterior: -3216.4384488006003 || Iter Time:0.015562057495117188 || Total time:35.45715260505676 Iteration: 2014 || Clusters count: 14 || Log posterior: -3197.813449686358 || Iter Time:0.019920825958251953 || Total time:35.477073431015015 Loading and distributing data: 0.000151 seconds (129 allocations: 12.992 KiB) Iteration: 2015 || Clusters count: 14 || Log posterior: -3238.3025810126237 || Iter Time:0.015233993530273438 || Total time:35.49230742454529 Iteration: 2016 || Clusters count: 14 || Log posterior: -3196.899080759041 || Iter Time:0.04505014419555664 || Total time:35.537357568740845 Loading and distributing data: 0.000156 seconds (129 allocations: 12.992 KiB) Iteration: 2017 || Clusters count: 14 || Log posterior: -3246.6609388381644 || Iter Time:0.017425060272216797 || Total time:35.55478262901306 Iteration: 2018 || Clusters count: 14 || Log posterior: -3201.7310385825276 || Iter Time:0.023543119430541992 || Total time:35.5783257484436 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 2019 || Clusters count: 14 || Log posterior: -3233.94496014988 || Iter Time:0.013134002685546875 || Total time:35.59145975112915 Iteration: 2020 || Clusters count: 14 || Log posterior: -3200.7450009554072 || Iter Time:0.017439842224121094 || Total time:35.60889959335327 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 2021 || Clusters count: 14 || Log posterior: -3257.8694072942744 || Iter Time:0.013843059539794922 || Total time:35.622742652893066 Iteration: 2022 || Clusters count: 14 || Log posterior: -3233.894214508715 || Iter Time:0.01775217056274414 || Total time:35.64049482345581 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 2023 || Clusters count: 14 || Log posterior: -3257.4999289485827 || Iter Time:0.014023065567016602 || Total time:35.65451788902283 Iteration: 2024 || Clusters count: 14 || Log posterior: -3201.743678349728 || Iter Time:0.017462968826293945 || Total time:35.67198085784912 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 2025 || Clusters count: 14 || Log posterior: -3248.922345645879 || Iter Time:0.014558076858520508 || Total time:35.68653893470764 Iteration: 2026 || Clusters count: 14 || Log posterior: -3199.4021569010924 || Iter Time:0.01863384246826172 || Total time:35.7051727771759 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 2027 || Clusters count: 14 || Log posterior: -3297.1035366480064 || Iter Time:0.014670133590698242 || Total time:35.7198429107666 Iteration: 2028 || Clusters count: 14 || Log posterior: -3239.186822583077 || Iter Time:0.018302202224731445 || Total time:35.73814511299133 Avg NMI: 0.8605302660224087 Full NMI: 0.8235696070984608 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m22.6s Testing DPMMSubClustersStreaming tests passed Testing completed after 193.2s PkgEval succeeded after 326.18s