Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.974 (7bbb213719*) started at 2025-08-12T18:01:57.864 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.87s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.5.0 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.14 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.15.0+1 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.7.15 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.2+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.81s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 148.89s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_M8EzW7/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_M8EzW7/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.5.0 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.14 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.15.0+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.7.15 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.2+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.447230 seconds (1.13 M allocations: 68.317 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233044.25673629093 || Iter Time:17.101305961608887 || Total time:17.101305961608887 Iteration: 1 || Clusters count: 1 || Log posterior: -233044.25673629093 || Iter Time:0.00615692138671875 || Total time:17.107462882995605 Iteration: 2 || Clusters count: 1 || Log posterior: -233044.25673629093 || Iter Time:0.005537986755371094 || Total time:17.113000869750977 Iteration: 3 || Clusters count: 1 || Log posterior: -233044.25673629093 || Iter Time:0.005712985992431641 || Total time:17.118713855743408 Iteration: 4 || Clusters count: 1 || Log posterior: -233044.25673629093 || Iter Time:0.00540614128112793 || Total time:17.124119997024536 Iteration: 5 || Clusters count: 1 || Log posterior: -233044.25673629093 || Iter Time:0.015822887420654297 || Total time:17.13994288444519 Iteration: 6 || Clusters count: 1 || Log posterior: -233044.25673629093 || Iter Time:0.00514984130859375 || Total time:17.145092725753784 Iteration: 7 || Clusters count: 1 || Log posterior: -233044.25673629093 || Iter Time:0.005357980728149414 || Total time:17.150450706481934 Iteration: 8 || Clusters count: 1 || Log posterior: -233044.25673629093 || Iter Time:0.005536079406738281 || Total time:17.155986785888672 Iteration: 9 || Clusters count: 1 || Log posterior: -233044.25673629093 || Iter Time:0.0053670406341552734 || Total time:17.161353826522827 Iteration: 10 || Clusters count: 1 || Log posterior: -233044.25673629093 || Iter Time:0.005506038665771484 || Total time:17.1668598651886 Iteration: 11 || Clusters count: 1 || Log posterior: -233044.25673629093 || Iter Time:0.005470991134643555 || Total time:17.172330856323242 Iteration: 12 || Clusters count: 1 || Log posterior: -233044.25673629093 || Iter Time:0.0054759979248046875 || Total time:17.177806854248047 Iteration: 13 || Clusters count: 2 || Log posterior: -232733.00080834283 || Iter Time:3.798043966293335 || Total time:20.975850820541382 Iteration: 14 || Clusters count: 2 || Log posterior: -232767.93151125425 || Iter Time:0.005600929260253906 || Total time:20.981451749801636 Iteration: 15 || Clusters count: 2 || Log posterior: -232725.724543256 || Iter Time:0.00551295280456543 || Total time:20.9869647026062 Iteration: 16 || Clusters count: 2 || Log posterior: -232709.20999336746 || Iter Time:0.005532979965209961 || Total time:20.99249768257141 Iteration: 17 || Clusters count: 2 || Log posterior: -232705.07057626173 || Iter Time:0.005532979965209961 || Total time:20.99803066253662 Iteration: 18 || Clusters count: 2 || Log posterior: -232706.37789996047 || Iter Time:0.005476951599121094 || Total time:21.003507614135742 Iteration: 19 || Clusters count: 2 || Log posterior: -232674.3906523379 || Iter Time:0.005424976348876953 || Total time:21.00893259048462 Iteration: 20 || Clusters count: 2 || Log posterior: -232608.0469023379 || Iter Time:3.1110968589782715 || Total time:24.12002944946289 Loading and distributing data: 0.001123 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232786.92260242783 || Iter Time:0.034912824630737305 || Total time:24.154942274093628 Iteration: 22 || Clusters count: 2 || Log posterior: -232782.2757549685 || Iter Time:0.006061077117919922 || Total time:24.161003351211548 Iteration: 23 || Clusters count: 2 || Log posterior: -232781.99103302343 || Iter Time:0.005984067916870117 || Total time:24.166987419128418 Iteration: 24 || Clusters count: 2 || Log posterior: -232758.70273991156 || Iter Time:0.11291384696960449 || Total time:24.279901266098022 Iteration: 25 || Clusters count: 2 || Log posterior: -232748.90741186103 || Iter Time:0.0057849884033203125 || Total time:24.285686254501343 Iteration: 26 || Clusters count: 2 || Log posterior: -232739.05560294556 || Iter Time:0.005914926528930664 || Total time:24.291601181030273 Iteration: 27 || Clusters count: 2 || Log posterior: -232753.12337899292 || Iter Time:0.005578041076660156 || Total time:24.297179222106934 Iteration: 28 || Clusters count: 3 || Log posterior: -232478.25653627707 || Iter Time:0.007885932922363281 || Total time:24.305065155029297 Iteration: 29 || Clusters count: 4 || Log posterior: -232155.50223669168 || Iter Time:0.007824897766113281 || Total time:24.31289005279541 Iteration: 30 || Clusters count: 4 || Log posterior: -232030.0651104807 || Iter Time:0.006319999694824219 || Total time:24.319210052490234 Iteration: 31 || Clusters count: 4 || Log posterior: -231904.68883979062 || Iter Time:0.006292104721069336 || Total time:24.325502157211304 Iteration: 32 || Clusters count: 4 || Log posterior: -231882.7512111462 || Iter Time:0.006303071975708008 || Total time:24.33180522918701 Iteration: 33 || Clusters count: 4 || Log posterior: -231862.96761623365 || Iter Time:0.006064891815185547 || Total time:24.337870121002197 Iteration: 34 || Clusters count: 4 || Log posterior: -231877.20753202698 || Iter Time:0.006011009216308594 || Total time:24.343881130218506 Iteration: 35 || Clusters count: 4 || Log posterior: -231881.14782514892 || Iter Time:0.006045818328857422 || Total time:24.349926948547363 Iteration: 36 || Clusters count: 4 || Log posterior: -231880.68262326033 || Iter Time:0.006326913833618164 || Total time:24.35625386238098 Iteration: 37 || Clusters count: 4 || Log posterior: -231878.2712702237 || Iter Time:0.006283998489379883 || Total time:24.36253786087036 Iteration: 38 || Clusters count: 4 || Log posterior: -231851.43159444613 || Iter Time:0.006465911865234375 || Total time:24.369003772735596 Iteration: 39 || Clusters count: 4 || Log posterior: -231835.1728502054 || Iter Time:0.006345033645629883 || Total time:24.375348806381226 Iteration: 40 || Clusters count: 4 || Log posterior: -231825.50936387214 || Iter Time:0.0063250064849853516 || Total time:24.38167381286621 Iteration: 41 || Clusters count: 4 || Log posterior: -231696.2512148098 || Iter Time:0.006003141403198242 || Total time:24.38767695426941 Loading and distributing data: 0.000860 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261823.62097395826 || Iter Time:0.006691932678222656 || Total time:24.394368886947632 Iteration: 43 || Clusters count: 4 || Log posterior: -261745.65841392524 || Iter Time:0.006371021270751953 || Total time:24.400739908218384 Iteration: 44 || Clusters count: 6 || Log posterior: -260931.31715003785 || Iter Time:0.00923609733581543 || Total time:24.4099760055542 Iteration: 45 || Clusters count: 6 || Log posterior: -260794.69673410387 || Iter Time:0.00835108757019043 || Total time:24.41832709312439 Iteration: 46 || Clusters count: 6 || Log posterior: -260746.70197204 || Iter Time:0.008278131484985352 || Total time:24.426605224609375 Iteration: 47 || Clusters count: 6 || Log posterior: -260733.40859329177 || Iter Time:0.007482051849365234 || Total time:24.43408727645874 Iteration: 48 || Clusters count: 6 || Log posterior: -260731.85944701746 || Iter Time:0.007776021957397461 || Total time:24.441863298416138 Iteration: 49 || Clusters count: 7 || Log posterior: -260255.51938258202 || Iter Time:0.040368080139160156 || Total time:24.482231378555298 Iteration: 50 || Clusters count: 7 || Log posterior: -260153.2583211331 || Iter Time:0.006726980209350586 || Total time:24.48895835876465 Iteration: 51 || Clusters count: 7 || Log posterior: -260138.6298710544 || Iter Time:0.00692296028137207 || Total time:24.49588131904602 Iteration: 52 || Clusters count: 7 || Log posterior: -260112.92930875762 || Iter Time:0.0068590641021728516 || Total time:24.502740383148193 Iteration: 53 || Clusters count: 8 || Log posterior: -259951.12312363845 || Iter Time:0.009001970291137695 || Total time:24.51174235343933 Iteration: 54 || Clusters count: 8 || Log posterior: -259873.07916312994 || Iter Time:0.008274078369140625 || Total time:24.52001643180847 Iteration: 55 || Clusters count: 8 || Log posterior: -259862.6078559923 || Iter Time:0.00797414779663086 || Total time:24.527990579605103 Iteration: 56 || Clusters count: 8 || Log posterior: -259865.5207677573 || Iter Time:0.008095979690551758 || Total time:24.536086559295654 Iteration: 57 || Clusters count: 8 || Log posterior: -259846.24081394574 || Iter Time:0.008391857147216797 || Total time:24.54447841644287 Iteration: 58 || Clusters count: 8 || Log posterior: -259823.2200015164 || Iter Time:0.00833892822265625 || Total time:24.552817344665527 Iteration: 59 || Clusters count: 8 || Log posterior: -259858.75455392536 || Iter Time:0.8417668342590332 || Total time:25.39458417892456 Iteration: 60 || Clusters count: 8 || Log posterior: -259793.9614093494 || Iter Time:0.008556127548217773 || Total time:25.40314030647278 Iteration: 61 || Clusters count: 8 || Log posterior: -259775.94403473136 || Iter Time:0.008504867553710938 || Total time:25.41164517402649 Iteration: 62 || Clusters count: 8 || Log posterior: -259709.18422197914 || Iter Time:0.007948875427246094 || Total time:25.419594049453735 Loading and distributing data: 0.000831 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 9 || Log posterior: -259656.40332685126 || Iter Time:0.010035991668701172 || Total time:25.429630041122437 Iteration: 64 || Clusters count: 10 || Log posterior: -259190.91883276243 || Iter Time:0.010325193405151367 || Total time:25.439955234527588 Iteration: 65 || Clusters count: 10 || Log posterior: -259163.9080070948 || Iter Time:0.033644914627075195 || Total time:25.473600149154663 Iteration: 66 || Clusters count: 10 || Log posterior: -259138.1839104413 || Iter Time:0.010177135467529297 || Total time:25.483777284622192 Iteration: 67 || Clusters count: 10 || Log posterior: -259134.44797920354 || Iter Time:0.00946497917175293 || Total time:25.493242263793945 Iteration: 68 || Clusters count: 11 || Log posterior: -258851.16802500555 || Iter Time:0.01064300537109375 || Total time:25.50388526916504 Iteration: 69 || Clusters count: 12 || Log posterior: -258472.06634707673 || Iter Time:0.022398948669433594 || Total time:25.526284217834473 Iteration: 70 || Clusters count: 12 || Log posterior: -258400.22634717723 || Iter Time:0.010040044784545898 || Total time:25.53632426261902 Iteration: 71 || Clusters count: 12 || Log posterior: -258377.85718348352 || Iter Time:0.010155916213989258 || Total time:25.546480178833008 Iteration: 72 || Clusters count: 12 || Log posterior: -258359.85980733184 || Iter Time:0.010373115539550781 || Total time:25.55685329437256 Iteration: 73 || Clusters count: 12 || Log posterior: -258366.45049627943 || Iter Time:0.009916067123413086 || Total time:25.56676936149597 Iteration: 74 || Clusters count: 12 || Log posterior: -258379.7892868377 || Iter Time:0.009919881820678711 || Total time:25.57668924331665 Iteration: 75 || Clusters count: 12 || Log posterior: -258383.12123848847 || Iter Time:0.010131120681762695 || Total time:25.586820363998413 Iteration: 76 || Clusters count: 12 || Log posterior: -258363.20073023046 || Iter Time:0.009752035140991211 || Total time:25.596572399139404 Iteration: 77 || Clusters count: 12 || Log posterior: -258365.14688812473 || Iter Time:0.02390599250793457 || Total time:25.62047839164734 Iteration: 78 || Clusters count: 12 || Log posterior: -258348.79907628693 || Iter Time:0.010767936706542969 || Total time:25.631246328353882 Iteration: 79 || Clusters count: 12 || Log posterior: -258367.7510312341 || Iter Time:0.011754035949707031 || Total time:25.64300036430359 Iteration: 80 || Clusters count: 12 || Log posterior: -258375.507937638 || Iter Time:0.011748075485229492 || Total time:25.65474843978882 Iteration: 81 || Clusters count: 12 || Log posterior: -258367.50425125138 || Iter Time:0.011590003967285156 || Total time:25.666338443756104 Iteration: 82 || Clusters count: 12 || Log posterior: -258390.7254922856 || Iter Time:0.011628150939941406 || Total time:25.677966594696045 Iteration: 83 || Clusters count: 12 || Log posterior: -258326.75446544093 || Iter Time:0.011286020278930664 || Total time:25.689252614974976 Loading and distributing data: 0.000748 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 17 || Log posterior: -256536.36317607493 || Iter Time:0.015185117721557617 || Total time:25.704437732696533 Iteration: 85 || Clusters count: 18 || Log posterior: -255876.1001800162 || Iter Time:0.018013954162597656 || Total time:25.72245168685913 Iteration: 86 || Clusters count: 18 || Log posterior: -255758.6947183987 || Iter Time:0.01326894760131836 || Total time:25.73572063446045 Iteration: 87 || Clusters count: 18 || Log posterior: -255725.78211357986 || Iter Time:0.012254953384399414 || Total time:25.74797558784485 Iteration: 88 || Clusters count: 18 || Log posterior: -255731.89776786856 || Iter Time:0.011936187744140625 || Total time:25.75991177558899 Iteration: 89 || Clusters count: 18 || Log posterior: -255731.9861356822 || Iter Time:0.01182103157043457 || Total time:25.771732807159424 Iteration: 90 || Clusters count: 18 || Log posterior: -255731.01171674757 || Iter Time:0.012006044387817383 || Total time:25.78373885154724 Iteration: 91 || Clusters count: 18 || Log posterior: -255739.09493608773 || Iter Time:0.017663955688476562 || Total time:25.801402807235718 Iteration: 92 || Clusters count: 18 || Log posterior: -255739.64259341834 || Iter Time:0.012120962142944336 || Total time:25.813523769378662 Iteration: 93 || Clusters count: 18 || Log posterior: -255737.43925106153 || Iter Time:0.012585878372192383 || Total time:25.826109647750854 Iteration: 94 || Clusters count: 18 || Log posterior: -255741.69778672498 || Iter Time:0.012931108474731445 || Total time:25.839040756225586 Iteration: 95 || Clusters count: 18 || Log posterior: -255728.22701857035 || Iter Time:0.01255488395690918 || Total time:25.851595640182495 Iteration: 96 || Clusters count: 18 || Log posterior: -255730.20534761465 || Iter Time:0.016360044479370117 || Total time:25.867955684661865 Iteration: 97 || Clusters count: 18 || Log posterior: -255729.6005849854 || Iter Time:0.012629032135009766 || Total time:25.880584716796875 Iteration: 98 || Clusters count: 18 || Log posterior: -255736.8969752774 || Iter Time:0.012606143951416016 || Total time:25.89319086074829 Iteration: 99 || Clusters count: 18 || Log posterior: -255737.05634067598 || Iter Time:0.017918109893798828 || Total time:25.91110897064209 Iteration: 100 || Clusters count: 18 || Log posterior: -255730.00268720594 || Iter Time:0.023665189743041992 || Total time:25.934774160385132 Iteration: 101 || Clusters count: 18 || Log posterior: -255735.97137892153 || Iter Time:0.021149873733520508 || Total time:25.955924034118652 Iteration: 102 || Clusters count: 18 || Log posterior: -255732.47933307433 || Iter Time:0.021300077438354492 || Total time:25.977224111557007 Iteration: 103 || Clusters count: 18 || Log posterior: -255724.00098825234 || Iter Time:0.02602219581604004 || Total time:26.003246307373047 Iteration: 104 || Clusters count: 18 || Log posterior: -255724.00098825234 || Iter Time:0.02144312858581543 || Total time:26.024689435958862 Loading and distributing data: 0.000768 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 19 || Log posterior: -255321.57392861467 || Iter Time:0.02199411392211914 || Total time:26.04668354988098 Iteration: 106 || Clusters count: 19 || Log posterior: -255265.12096515566 || Iter Time:0.025827884674072266 || Total time:26.072511434555054 Iteration: 107 || Clusters count: 19 || Log posterior: -255250.56997567756 || Iter Time:0.021834850311279297 || Total time:26.094346284866333 Iteration: 108 || Clusters count: 19 || Log posterior: -255246.3887992692 || Iter Time:0.02644801139831543 || Total time:26.12079429626465 Iteration: 109 || Clusters count: 19 || Log posterior: -255239.87453156628 || Iter Time:0.024756908416748047 || Total time:26.145551204681396 Iteration: 110 || Clusters count: 19 || Log posterior: -255238.14308326045 || Iter Time:0.02141094207763672 || Total time:26.166962146759033 Iteration: 111 || Clusters count: 19 || Log posterior: -255238.38793275048 || Iter Time:0.0244748592376709 || Total time:26.191437005996704 Iteration: 112 || Clusters count: 19 || Log posterior: -255238.38793275048 || Iter Time:0.021425962448120117 || Total time:26.212862968444824 Iteration: 113 || Clusters count: 19 || Log posterior: -255236.40136292105 || Iter Time:0.02142500877380371 || Total time:26.234287977218628 Iteration: 114 || Clusters count: 19 || Log posterior: -255238.37030831963 || Iter Time:0.025235891342163086 || Total time:26.25952386856079 Iteration: 115 || Clusters count: 19 || Log posterior: -255236.33749268288 || Iter Time:0.021619081497192383 || Total time:26.281142950057983 Iteration: 116 || Clusters count: 19 || Log posterior: -255248.2694817107 || Iter Time:0.021068096160888672 || Total 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time:26.483049154281616 Iteration: 124 || Clusters count: 19 || Log posterior: -255235.57825033195 || Iter Time:0.025627851486206055 || Total time:26.508677005767822 Iteration: 125 || Clusters count: 19 || Log posterior: -255235.57825033195 || Iter Time:0.02276301383972168 || Total time:26.531440019607544 Loading and distributing data: 0.004404 seconds (128 allocations: 395.992 KiB, 79.74% gc time) Iteration: 126 || Clusters count: 20 || Log posterior: -255113.23601182408 || Iter Time:0.024724960327148438 || Total time:26.556164979934692 Iteration: 127 || Clusters count: 20 || Log posterior: -255043.33283050987 || Iter Time:0.02341914176940918 || Total time:26.5795841217041 Iteration: 128 || Clusters count: 20 || Log posterior: -255039.57548178005 || Iter Time:0.024307966232299805 || Total time:26.6038920879364 Iteration: 129 || Clusters count: 20 || Log posterior: -255039.100248289 || Iter Time:0.01978898048400879 || Total time:26.62368106842041 Iteration: 130 || Clusters count: 20 || Log posterior: -255039.62623827026 || Iter Time:0.018738985061645508 || Total time:26.642420053482056 Iteration: 131 || Clusters count: 20 || Log posterior: -255034.76433935575 || Iter Time:0.02306199073791504 || Total time:26.66548204421997 Iteration: 132 || Clusters count: 20 || Log posterior: -255033.99637761796 || Iter Time:0.01935410499572754 || Total time:26.6848361492157 Iteration: 133 || Clusters count: 20 || Log posterior: -255036.5113855859 || Iter Time:0.022399187088012695 || Total time:26.70723533630371 Iteration: 134 || Clusters count: 20 || Log posterior: -255032.63478736632 || Iter Time:0.027102947235107422 || Total time:26.73433828353882 Iteration: 135 || Clusters count: 20 || Log posterior: -255031.38100788766 || Iter Time:0.022470951080322266 || Total time:26.75680923461914 Iteration: 136 || Clusters count: 20 || Log posterior: -255038.99700598448 || Iter Time:0.02253103256225586 || Total time:26.779340267181396 Iteration: 137 || Clusters count: 20 || Log posterior: -255041.85835059045 || Iter Time:0.028128862380981445 || Total time:26.807469129562378 Iteration: 138 || Clusters count: 20 || Log posterior: -255044.2291991929 || Iter Time:0.023246049880981445 || Total time:26.83071517944336 Iteration: 139 || Clusters count: 20 || Log posterior: -255037.43223381176 || Iter Time:0.026580095291137695 || Total time:26.857295274734497 Iteration: 140 || Clusters count: 20 || Log posterior: -255040.06012888846 || Iter Time:0.02126312255859375 || Total time:26.87855839729309 Iteration: 141 || Clusters count: 20 || Log posterior: -255043.98862113667 || Iter Time:0.027878999710083008 || Total time:26.906437397003174 Iteration: 142 || Clusters count: 20 || Log posterior: -255036.43652983927 || Iter Time:0.029255151748657227 || Total time:26.93569254875183 Iteration: 143 || Clusters count: 20 || Log posterior: -255040.60943236528 || Iter Time:0.026333093643188477 || Total time:26.96202564239502 Iteration: 144 || Clusters count: 20 || Log posterior: -255043.2759452875 || Iter Time:0.031681060791015625 || Total time:26.993706703186035 Iteration: 145 || Clusters count: 20 || Log posterior: -255035.63120465004 || Iter Time:0.026402950286865234 || Total time:27.0201096534729 Iteration: 146 || Clusters count: 20 || Log posterior: -255035.63120465004 || Iter Time:0.024720191955566406 || Total time:27.044829845428467 Loading and distributing data: 0.000758 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255222.04733166887 || Iter Time:0.030972003936767578 || Total time:27.075801849365234 Iteration: 148 || Clusters count: 20 || Log posterior: -255189.82543528784 || Iter Time:0.02669501304626465 || Total time:27.1024968624115 Iteration: 149 || Clusters count: 20 || Log posterior: -255194.1079684761 || Iter Time:0.03033900260925293 || Total time:27.132835865020752 Iteration: 150 || Clusters count: 20 || Log posterior: -255188.22712235327 || Iter Time:0.026491165161132812 || Total 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time:27.547699451446533 Iteration: 165 || Clusters count: 20 || Log posterior: -255191.76382729976 || Iter Time:0.027441978454589844 || Total time:27.575141429901123 Iteration: 166 || Clusters count: 20 || Log posterior: -255193.01755071484 || Iter Time:0.027244091033935547 || Total time:27.60238552093506 Iteration: 167 || Clusters count: 20 || Log posterior: -255188.15607991116 || Iter Time:0.027061939239501953 || Total time:27.62944746017456 Loading and distributing data: 0.000819 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255076.97479974668 || Iter Time:0.025723934173583984 || Total time:27.655171394348145 Iteration: 169 || Clusters count: 20 || Log posterior: -255036.3347665663 || Iter Time:0.029288053512573242 || Total time:27.684459447860718 Iteration: 170 || Clusters count: 20 || Log posterior: -255041.62583618515 || Iter Time:0.024630069732666016 || Total time:27.709089517593384 Iteration: 171 || Clusters count: 20 || Log posterior: -255035.94800370187 || Iter Time:0.025114059448242188 || Total time:27.734203577041626 Iteration: 172 || Clusters count: 20 || Log posterior: -255037.3346581305 || Iter Time:0.0263059139251709 || Total time:27.760509490966797 Iteration: 173 || Clusters count: 20 || Log posterior: -255034.94111821894 || Iter Time:0.028541088104248047 || Total time:27.789050579071045 Iteration: 174 || Clusters count: 20 || Log posterior: -255044.70730316406 || Iter Time:0.02922987937927246 || Total time:27.818280458450317 Iteration: 175 || Clusters count: 20 || Log posterior: -255037.03020170485 || Iter Time:0.03316688537597656 || Total time:27.851447343826294 Iteration: 176 || Clusters count: 20 || Log posterior: -255038.56971939086 || Iter Time:0.026741981506347656 || Total time:27.87818932533264 Iteration: 177 || Clusters count: 20 || Log posterior: -255034.70573952093 || Iter Time:0.02814793586730957 || Total time:27.90633726119995 Iteration: 178 || Clusters count: 20 || Log posterior: -255034.70573952093 || Iter Time:0.029449939727783203 || Total time:27.935787200927734 Iteration: 179 || Clusters count: 20 || Log posterior: -255035.6328738099 || Iter Time:0.02602410316467285 || Total time:27.961811304092407 Iteration: 180 || Clusters count: 20 || Log posterior: -255040.30625528315 || Iter Time:0.02789306640625 || Total time:27.989704370498657 Iteration: 181 || Clusters count: 20 || Log posterior: -255039.26084755192 || Iter Time:0.0246429443359375 || Total time:28.014347314834595 Iteration: 182 || Clusters count: 20 || Log posterior: -255034.45644075162 || Iter Time:0.02280712127685547 || Total time:28.03715443611145 Iteration: 183 || Clusters count: 20 || Log posterior: -255033.16622183492 || Iter Time:0.030725955963134766 || Total time:28.067880392074585 Iteration: 184 || Clusters count: 20 || Log posterior: -255035.87952736372 || Iter Time:0.026380062103271484 || Total time:28.094260454177856 Iteration: 185 || Clusters count: 20 || Log posterior: -255033.39477667093 || Iter Time:0.03036212921142578 || Total time:28.124622583389282 Iteration: 186 || Clusters count: 20 || Log posterior: -255034.9986751375 || Iter Time:0.027148008346557617 || Total time:28.15177059173584 Iteration: 187 || Clusters count: 20 || Log posterior: -255033.72486400852 || Iter Time:0.026474952697753906 || Total time:28.178245544433594 Iteration: 188 || Clusters count: 20 || Log posterior: -255033.72486400852 || Iter Time:0.028786897659301758 || Total time:28.207032442092896 Loading and distributing data: 0.000777 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254939.9039279343 || Iter Time:0.025516986846923828 || Total time:28.23254942893982 Iteration: 190 || Clusters count: 20 || Log posterior: -254919.30762024113 || Iter Time:0.028426170349121094 || Total time:28.26097559928894 Iteration: 191 || Clusters count: 20 || Log posterior: -254915.51389470036 || Iter Time:0.026278018951416016 || Total time:28.287253618240356 Iteration: 192 || Clusters count: 20 || Log posterior: -254915.9003573707 || Iter Time:0.025083065032958984 || Total time:28.312336683273315 Iteration: 193 || Clusters count: 20 || Log posterior: -254918.73452894652 || Iter Time:0.02866220474243164 || Total time:28.340998888015747 Iteration: 194 || Clusters count: 20 || Log posterior: -254915.32614056952 || Iter Time:0.02453899383544922 || Total time:28.365537881851196 Iteration: 195 || Clusters count: 20 || Log posterior: -254916.04047203757 || Iter Time:0.02464604377746582 || Total time:28.390183925628662 Iteration: 196 || Clusters count: 20 || Log posterior: -254914.34688976884 || Iter Time:0.030147790908813477 || Total time:28.420331716537476 Iteration: 197 || Clusters count: 20 || Log posterior: -254914.62219592067 || Iter Time:0.02680206298828125 || Total time:28.447133779525757 Iteration: 198 || Clusters count: 20 || Log posterior: -254921.97013000594 || Iter Time:0.029122114181518555 || Total time:28.476255893707275 Iteration: 199 || Clusters count: 20 || Log posterior: -254915.32614056952 || Iter Time:0.025732040405273438 || Total time:28.50198793411255 Iteration: 200 || Clusters count: 20 || Log posterior: -254915.51389470036 || Iter Time:0.02423691749572754 || Total time:28.526224851608276 Iteration: 201 || Clusters count: 20 || Log posterior: -254915.51389470036 || Iter Time:0.030349016189575195 || Total time:28.55657386779785 Iteration: 202 || Clusters count: 20 || Log posterior: -254915.51389470036 || Iter Time:0.026068925857543945 || Total time:28.582642793655396 Iteration: 203 || Clusters count: 20 || Log posterior: -254915.51389470036 || Iter Time:0.029479026794433594 || Total time:28.61212182044983 Iteration: 204 || Clusters count: 20 || Log posterior: -254915.51389470036 || Iter Time:0.027342796325683594 || Total time:28.639464616775513 Iteration: 205 || Clusters count: 20 || Log posterior: -254915.0785721442 || Iter Time:0.02681589126586914 || Total time:28.666280508041382 Iteration: 206 || Clusters count: 20 || Log posterior: -254917.31021113327 || Iter Time:0.03151893615722656 || Total time:28.69779944419861 Iteration: 207 || Clusters count: 20 || Log posterior: -254928.23851339772 || Iter Time:0.02760004997253418 || Total time:28.725399494171143 Iteration: 208 || Clusters count: 20 || Log posterior: -254924.3452925521 || Iter Time:0.0321049690246582 || Total time:28.7575044631958 Iteration: 209 || Clusters count: 20 || Log posterior: -254914.34688976884 || Iter Time:0.023880958557128906 || Total time:28.78138542175293 NMI: 0.8047345934598047 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m28.0s [14247, 68173, 54346, 128555, 201782, 22321, 24004, 43721, 26661, 6435, 52426, 169909, 17031, 83788, 38968, 198, 1918, 25686, 19105, 726] Loading and distributing data: 0.000192 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6204.456122663769 || Iter Time:4.759522199630737 || Total time:4.759522199630737 Iteration: 1 || Clusters count: 1 || Log posterior: -6204.456122663769 || Iter Time:0.00209808349609375 || Total time:4.761620283126831 Iteration: 2 || Clusters count: 1 || Log posterior: -6204.456122663769 || Iter Time:0.0017170906066894531 || Total time:4.7633373737335205 Iteration: 3 || Clusters count: 1 || Log posterior: -6204.456122663769 || Iter Time:0.0016391277313232422 || Total time:4.764976501464844 Iteration: 4 || Clusters count: 1 || Log posterior: -6204.456122663769 || Iter Time:0.0015709400177001953 || Total time:4.766547441482544 Iteration: 5 || Clusters count: 1 || Log posterior: -6204.456122663769 || Iter Time:0.001583099365234375 || Total time:4.768130540847778 Iteration: 6 || Clusters count: 1 || Log posterior: -6204.456122663769 || Iter Time:0.0015959739685058594 || Total time:4.769726514816284 Iteration: 7 || Clusters count: 1 || Log posterior: -6204.456122663769 || Iter Time:0.001608133316040039 || Total time:4.771334648132324 Iteration: 8 || Clusters count: 2 || Log posterior: -5763.063669430277 || Iter Time:0.14580297470092773 || Total time:4.917137622833252 Iteration: 9 || Clusters count: 2 || Log posterior: -5764.142258194098 || Iter Time:0.002249002456665039 || Total time:4.919386625289917 Iteration: 10 || Clusters count: 2 || Log posterior: -5763.397351046672 || Iter Time:0.0019989013671875 || Total time:4.9213855266571045 Iteration: 11 || Clusters count: 2 || Log posterior: -5763.839336757035 || Iter Time:0.0020759105682373047 || Total time:4.923461437225342 Iteration: 12 || Clusters count: 2 || Log posterior: -5757.076489381958 || Iter Time:0.002070903778076172 || Total time:4.925532341003418 Iteration: 13 || Clusters count: 2 || Log posterior: -5757.414087751719 || Iter Time:0.0021500587463378906 || Total time:4.927682399749756 Iteration: 14 || Clusters count: 2 || Log posterior: -5754.276341666104 || Iter Time:0.0022079944610595703 || Total 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Log posterior: -5511.797248862881 || Iter Time:0.003420114517211914 || Total time:5.056572914123535 Iteration: 30 || Clusters count: 4 || Log posterior: -5421.968185715163 || Iter Time:1.0609519481658936 || Total time:6.117524862289429 false [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2] Loading and distributing data: 0.000215 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 4 || Log posterior: -5265.800519500518 || 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Iteration: 37 || Clusters count: 5 || Log posterior: -3834.705370152068 || Iter Time:0.003962993621826172 || Total time:6.170168876647949 Iteration: 38 || Clusters count: 5 || Log posterior: -3734.451573677773 || Iter Time:0.005475044250488281 || Total time:6.1756439208984375 Loading and distributing data: 0.000123 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 5 || Log posterior: -3697.1216727511583 || Iter Time:0.0034470558166503906 || Total time:6.179090976715088 Iteration: 40 || Clusters count: 5 || Log posterior: -3576.980330724422 || Iter Time:0.0054399967193603516 || Total time:6.184530973434448 Loading and distributing data: 0.000124 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 5 || Log posterior: -3624.8420052163133 || Iter Time:0.003367900848388672 || Total time:6.187898874282837 Iteration: 42 || Clusters count: 5 || Log posterior: -3496.2827618909528 || Iter Time:0.0051860809326171875 || Total time:6.193084955215454 Loading 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Iteration: 143 || Clusters count: 12 || Log posterior: -2826.136349474806 || Iter Time:0.01093292236328125 || Total time:7.113339900970459 Iteration: 144 || Clusters count: 12 || Log posterior: -2763.5239127237555 || Iter Time:0.014994144439697266 || Total time:7.128334045410156 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 145 || Clusters count: 12 || Log posterior: -2827.552912053298 || Iter Time:0.011158943176269531 || Total time:7.139492988586426 Iteration: 146 || Clusters count: 12 || Log posterior: -2773.695568342582 || Iter Time:0.015989065170288086 || Total time:7.155482053756714 Loading and distributing data: 0.000149 seconds (128 allocations: 13.180 KiB) Iteration: 147 || Clusters count: 12 || Log posterior: -2790.761476143757 || Iter Time:0.011333942413330078 || Total time:7.166815996170044 Iteration: 148 || Clusters count: 12 || Log posterior: -2753.861307031947 || Iter Time:0.015205860137939453 || Total time:7.182021856307983 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-2865.4246424220196 || Iter Time:0.01163792610168457 || Total time:8.428487777709961 Iteration: 238 || Clusters count: 12 || Log posterior: -2799.9813396316677 || Iter Time:0.014133930206298828 || Total time:8.44262170791626 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 239 || Clusters count: 12 || Log posterior: -2827.708282243613 || Iter Time:0.011005878448486328 || Total time:8.453627586364746 Iteration: 240 || Clusters count: 12 || Log posterior: -2760.2099750536463 || Iter Time:0.014859914779663086 || Total time:8.46848750114441 Loading and distributing data: 0.000145 seconds (128 allocations: 13.180 KiB) Iteration: 241 || Clusters count: 12 || Log posterior: -2834.5004049235176 || Iter Time:0.01182103157043457 || Total time:8.480308532714844 Iteration: 242 || Clusters count: 12 || Log posterior: -2800.1464690580938 || Iter Time:0.014922142028808594 || Total time:8.495230674743652 Loading and distributing data: 0.000140 seconds (128 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Iteration: 265 || Clusters count: 12 || Log posterior: -2878.3732575220106 || Iter Time:0.010940074920654297 || Total time:8.793612957000732 Iteration: 266 || Clusters count: 12 || Log posterior: -2805.9193628274384 || Iter Time:0.016143083572387695 || Total time:8.80975604057312 Loading and distributing data: 0.000147 seconds (128 allocations: 13.180 KiB) Iteration: 267 || Clusters count: 12 || Log posterior: -2953.022361044955 || Iter Time:0.011400938034057617 || Total time:8.821156978607178 Iteration: 268 || Clusters count: 12 || Log posterior: -2852.8677764024746 || Iter Time:0.013776063919067383 || Total time:8.834933042526245 Loading and distributing data: 0.000123 seconds (128 allocations: 13.180 KiB) Iteration: 269 || Clusters count: 12 || Log posterior: -2855.789164644194 || Iter Time:0.009845972061157227 || Total time:8.844779014587402 Iteration: 270 || Clusters count: 12 || Log posterior: -2816.1585674390176 || Iter Time:0.014039993286132812 || Total time:8.858819007873535 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Iteration: 431 || Clusters count: 12 || Log posterior: -2932.308615314043 || Iter Time:0.011343002319335938 || Total time:10.914490699768066 Iteration: 432 || Clusters count: 12 || Log posterior: -2848.4112707694953 || Iter Time:0.01600813865661621 || Total time:10.930498838424683 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 433 || Clusters count: 12 || Log posterior: -2890.387809909534 || Iter Time:0.011876106262207031 || Total time:10.94237494468689 Iteration: 434 || Clusters count: 12 || Log posterior: -2825.83199415018 || Iter Time:0.01695084571838379 || Total time:10.959325790405273 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 435 || Clusters count: 12 || Log posterior: -2858.6676112650102 || Iter Time:0.011486053466796875 || Total time:10.97081184387207 Iteration: 436 || Clusters count: 12 || Log posterior: -2815.2397932233844 || Iter Time:0.015894174575805664 || Total time:10.986706018447876 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Iteration: 503 || Clusters count: 12 || Log posterior: -2907.236085984581 || Iter Time:0.012468099594116211 || Total time:11.934820652008057 Iteration: 504 || Clusters count: 12 || Log posterior: -2825.9116808843164 || Iter Time:0.015522956848144531 || Total time:11.950343608856201 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 505 || Clusters count: 12 || Log posterior: -2855.601273586865 || Iter Time:0.011898040771484375 || Total time:11.962241649627686 Iteration: 506 || Clusters count: 12 || Log posterior: -2805.0216630892082 || Iter Time:0.015566110610961914 || Total time:11.977807760238647 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 507 || Clusters count: 12 || Log posterior: -2915.367336993628 || Iter Time:0.01212000846862793 || Total time:11.989927768707275 Iteration: 508 || Clusters count: 12 || Log posterior: -2832.575432691173 || Iter Time:0.016913890838623047 || Total 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Iteration: 525 || Clusters count: 12 || Log posterior: -2865.4146007915333 || Iter Time:0.012354850769042969 || Total time:12.259376764297485 Iteration: 526 || Clusters count: 12 || Log posterior: -2806.390125721473 || Iter Time:0.015501022338867188 || Total time:12.274877786636353 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 527 || Clusters count: 12 || Log posterior: -2873.1062452297524 || Iter Time:0.011529922485351562 || Total time:12.286407709121704 Iteration: 528 || Clusters count: 12 || Log posterior: -2829.733527483383 || Iter Time:0.015604019165039062 || Total time:12.302011728286743 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 529 || Clusters count: 12 || Log posterior: -2895.5368306424634 || Iter Time:0.011280059814453125 || Total time:12.313291788101196 Iteration: 530 || Clusters count: 12 || Log posterior: -2824.145489583249 || Iter Time:0.016376972198486328 || Total 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Iteration: 547 || Clusters count: 13 || Log posterior: -2857.0947110942407 || Iter Time:0.011127948760986328 || Total time:12.56003189086914 Iteration: 548 || Clusters count: 12 || Log posterior: -2794.1420132131125 || Iter Time:0.01658010482788086 || Total time:12.576611995697021 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 549 || Clusters count: 13 || Log posterior: -2825.8463994012914 || Iter Time:0.011738061904907227 || Total time:12.588350057601929 Iteration: 550 || Clusters count: 13 || Log posterior: -2769.190199574259 || Iter Time:0.015716075897216797 || Total time:12.604066133499146 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 551 || Clusters count: 13 || Log posterior: -2956.3181463343135 || Iter Time:0.011056184768676758 || Total time:12.615122318267822 Iteration: 552 || Clusters count: 13 || Log posterior: -2868.0239544183787 || Iter Time:0.01578497886657715 || Total 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Iteration: 608 || Clusters count: 12 || Log posterior: -2723.90590092442 || Iter Time:0.015579938888549805 || Total time:13.400492429733276 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 609 || Clusters count: 12 || Log posterior: -2795.001678976793 || Iter Time:0.01108694076538086 || Total time:13.411579370498657 Iteration: 610 || Clusters count: 12 || Log posterior: -2742.826452378204 || Iter Time:0.016644954681396484 || Total time:13.428224325180054 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 611 || Clusters count: 12 || Log posterior: -2822.5448410893837 || Iter Time:0.01229095458984375 || Total time:13.440515279769897 Iteration: 612 || Clusters count: 12 || Log posterior: -2760.1593025662314 || Iter Time:0.015789031982421875 || Total time:13.45630431175232 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 613 || Clusters count: 12 || Log posterior: 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Iteration: 641 || Clusters count: 12 || Log posterior: -2818.5911110362053 || Iter Time:0.011053800582885742 || Total time:13.864452600479126 Iteration: 642 || Clusters count: 12 || Log posterior: -2772.966490061503 || Iter Time:0.015264034271240234 || Total time:13.879716634750366 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 643 || Clusters count: 12 || Log posterior: -2782.4854478022758 || Iter Time:0.009994983673095703 || Total time:13.889711618423462 Iteration: 644 || Clusters count: 12 || Log posterior: -2748.4437855841625 || Iter Time:0.014991044998168945 || Total time:13.90470266342163 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 645 || Clusters count: 12 || Log posterior: -2788.5128115702946 || Iter Time:0.010416984558105469 || Total time:13.915119647979736 Iteration: 646 || Clusters count: 12 || Log posterior: -2746.2015289947526 || Iter Time:0.014999866485595703 || Total 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Iteration: 663 || Clusters count: 12 || Log posterior: -2858.611367554136 || Iter Time:0.009797096252441406 || Total time:14.171666383743286 Iteration: 664 || Clusters count: 12 || Log posterior: -2796.89676799633 || Iter Time:0.015095949172973633 || Total time:14.18676233291626 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 665 || Clusters count: 12 || Log posterior: -2886.174924916393 || Iter Time:0.012590885162353516 || Total time:14.199353218078613 Iteration: 666 || Clusters count: 12 || Log posterior: -2824.4975208355518 || Iter Time:0.01563096046447754 || Total time:14.21498417854309 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 667 || Clusters count: 12 || Log posterior: -2879.5227233214523 || Iter Time:0.010911941528320312 || Total time:14.225896120071411 Iteration: 668 || Clusters count: 12 || Log posterior: -2809.3328284051836 || Iter Time:0.015570878982543945 || Total time:14.241466999053955 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Iteration: 735 || Clusters count: 13 || Log posterior: -2796.158592360664 || Iter Time:0.011117935180664062 || Total time:15.172782897949219 Iteration: 736 || Clusters count: 13 || Log posterior: -2723.683260190403 || Iter Time:0.01474308967590332 || Total time:15.187525987625122 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 737 || Clusters count: 14 || Log posterior: -2849.5934334158164 || Iter Time:0.011194944381713867 || Total time:15.198720932006836 Iteration: 738 || Clusters count: 13 || Log posterior: -2803.9637679214134 || Iter Time:0.015590190887451172 || Total time:15.214311122894287 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 739 || Clusters count: 13 || Log posterior: -2880.773809589093 || Iter Time:0.011538028717041016 || Total time:15.225849151611328 Iteration: 740 || Clusters count: 13 || Log posterior: -2835.0705430820276 || Iter Time:0.014329195022583008 || Total 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Iteration: 829 || Clusters count: 13 || Log posterior: -2847.2904723146735 || Iter Time:0.010596036911010742 || Total time:16.506118774414062 Iteration: 830 || Clusters count: 13 || Log posterior: -2779.7448976762303 || Iter Time:0.01568889617919922 || Total time:16.52180767059326 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 831 || Clusters count: 13 || Log posterior: -2800.7197424178344 || Iter Time:0.010911941528320312 || Total time:16.532719612121582 Iteration: 832 || Clusters count: 13 || Log posterior: -2767.6647366940806 || Iter Time:0.014880895614624023 || Total time:16.547600507736206 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 833 || Clusters count: 13 || Log posterior: -2879.040049763056 || Iter Time:0.011060953140258789 || Total time:16.558661460876465 Iteration: 834 || Clusters count: 13 || Log posterior: -2788.9541522555 || Iter Time:0.01579117774963379 || Total time:16.5744526386261 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13 || Log posterior: -2730.075845627414 || Iter Time:0.016514062881469727 || Total time:17.381236791610718 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 891 || Clusters count: 13 || Log posterior: -2830.7796117149455 || Iter Time:0.012134075164794922 || Total time:17.393370866775513 Iteration: 892 || Clusters count: 13 || Log posterior: -2774.4280726481047 || Iter Time:0.015763044357299805 || Total time:17.409133911132812 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 893 || Clusters count: 13 || Log posterior: -2838.9443217624416 || Iter Time:0.015264034271240234 || Total time:17.424397945404053 Iteration: 894 || Clusters count: 13 || Log posterior: -2775.849432557413 || Iter Time:0.01676201820373535 || Total time:17.441159963607788 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 895 || Clusters count: 13 || Log posterior: -2847.579642940934 || Iter 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Iteration: 901 || Clusters count: 12 || Log posterior: -2827.361869168414 || Iter Time:0.012202024459838867 || Total time:17.534892559051514 Iteration: 902 || Clusters count: 12 || Log posterior: -2762.5104823968795 || Iter Time:0.017429113388061523 || Total time:17.552321672439575 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 903 || Clusters count: 12 || Log posterior: -2849.237523451302 || Iter Time:0.012295961380004883 || Total time:17.56461763381958 Iteration: 904 || Clusters count: 12 || Log posterior: -2766.217472191305 || Iter Time:0.015058040618896484 || Total time:17.579675674438477 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 905 || Clusters count: 12 || Log posterior: -2865.2713956974712 || Iter Time:0.010957956314086914 || Total time:17.590633630752563 Iteration: 906 || Clusters count: 12 || Log posterior: -2794.273274269187 || Iter Time:0.01526498794555664 || Total time:17.60589861869812 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-2786.0659184334327 || Iter Time:0.015115022659301758 || Total time:17.685025453567505 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 913 || Clusters count: 12 || Log posterior: -2825.683544532383 || Iter Time:0.011215925216674805 || Total time:17.69624137878418 Iteration: 914 || Clusters count: 12 || Log posterior: -2778.0228925459537 || Iter Time:0.015758037567138672 || Total time:17.71199941635132 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 915 || Clusters count: 13 || Log posterior: -2819.6450712044766 || Iter Time:0.011345148086547852 || Total time:17.723344564437866 Iteration: 916 || Clusters count: 13 || Log posterior: -2741.464346469132 || Iter Time:0.01548314094543457 || Total time:17.7388277053833 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 917 || Clusters count: 13 || Log posterior: -2805.5879525955406 || Iter Time:0.011035919189453125 || Total 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Log posterior: -2908.694705484662 || Iter Time:0.0327608585357666 || Total time:17.853785753250122 Iteration: 924 || Clusters count: 13 || Log posterior: -2831.7300360822624 || Iter Time:0.01659703254699707 || Total time:17.87038278579712 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 925 || Clusters count: 12 || Log posterior: -2823.184514709784 || Iter Time:0.013063907623291016 || Total time:17.88344669342041 Iteration: 926 || Clusters count: 12 || Log posterior: -2787.710636290648 || Iter Time:0.01552891731262207 || Total time:17.898975610733032 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 927 || Clusters count: 12 || Log posterior: -2812.6646849138274 || Iter Time:0.010926961898803711 || Total time:17.909902572631836 Iteration: 928 || Clusters count: 12 || Log posterior: -2738.3467677555836 || Iter Time:0.015266895294189453 || Total time:17.925169467926025 Loading and distributing data: 0.000141 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-2732.8756556011217 || Iter Time:0.011646032333374023 || Total time:18.145201444625854 Iteration: 946 || Clusters count: 12 || Log posterior: -2701.0014324342937 || Iter Time:0.015480995178222656 || Total time:18.160682439804077 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 947 || Clusters count: 12 || Log posterior: -2809.8199852180737 || Iter Time:0.00960397720336914 || Total time:18.170286417007446 Iteration: 948 || Clusters count: 12 || Log posterior: -2777.260897049505 || Iter Time:0.013874053955078125 || Total time:18.184160470962524 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 949 || Clusters count: 12 || Log posterior: -2848.620392414237 || Iter Time:0.010040044784545898 || Total time:18.19420051574707 Iteration: 950 || Clusters count: 12 || Log posterior: -2794.292731833138 || Iter Time:0.014622926712036133 || Total time:18.208823442459106 Loading and distributing data: 0.000130 seconds (129 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Iteration: 973 || Clusters count: 12 || Log posterior: -2864.0930549850614 || Iter Time:0.009827852249145508 || Total time:18.494163036346436 Iteration: 974 || Clusters count: 12 || Log posterior: -2834.43585431545 || Iter Time:0.014506101608276367 || Total time:18.508669137954712 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 975 || Clusters count: 12 || Log posterior: -2822.1618603335946 || Iter Time:0.00975799560546875 || Total time:18.51842713356018 Iteration: 976 || Clusters count: 12 || Log posterior: -2764.156643654985 || Iter Time:0.014362812042236328 || Total time:18.532789945602417 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 977 || Clusters count: 12 || Log posterior: -2810.4810751509835 || Iter Time:0.010729074478149414 || Total time:18.543519020080566 Iteration: 978 || Clusters count: 12 || Log posterior: -2758.4294873990852 || Iter Time:0.014641046524047852 || Total 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Iteration: 1149 || Clusters count: 12 || Log posterior: -2886.783697945892 || Iter Time:0.009179115295410156 || Total time:20.739853858947754 Iteration: 1150 || Clusters count: 12 || Log posterior: -2830.887513255361 || Iter Time:0.013146162033081055 || Total time:20.753000020980835 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1151 || Clusters count: 12 || Log posterior: -2835.1768289614606 || Iter Time:0.009181022644042969 || Total time:20.762181043624878 Iteration: 1152 || Clusters count: 12 || Log posterior: -2790.3024200215864 || Iter Time:0.013299942016601562 || Total time:20.77548098564148 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1153 || Clusters count: 11 || Log posterior: -2794.024321532004 || Iter Time:0.009174823760986328 || Total time:20.784655809402466 Iteration: 1154 || Clusters count: 11 || Log posterior: -2756.873831118189 || Iter Time:0.012293815612792969 || Total 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Iteration: 1193 || Clusters count: 11 || Log posterior: -2883.3951057893155 || Iter Time:0.009834051132202148 || Total time:21.26563596725464 Iteration: 1194 || Clusters count: 11 || Log posterior: -2849.1961942004286 || Iter Time:0.01353907585144043 || Total time:21.27917504310608 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1195 || Clusters count: 11 || Log posterior: -2838.395990019625 || Iter Time:0.009809017181396484 || Total time:21.288984060287476 Iteration: 1196 || Clusters count: 11 || Log posterior: -2789.0139000188956 || Iter Time:0.013985872268676758 || Total time:21.302969932556152 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1197 || Clusters count: 11 || Log posterior: -2813.4725253566976 || Iter Time:0.009367942810058594 || Total time:21.31233787536621 Iteration: 1198 || Clusters count: 11 || Log posterior: -2770.8497792740036 || Iter Time:0.013134002685546875 || Total 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Iteration: 1215 || Clusters count: 11 || Log posterior: -2877.676816013598 || Iter Time:0.010540962219238281 || Total time:21.5259006023407 Iteration: 1216 || Clusters count: 11 || Log posterior: -2821.3545680539974 || Iter Time:0.013746023178100586 || Total time:21.5396466255188 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1217 || Clusters count: 11 || Log posterior: -2931.7168909749716 || Iter Time:0.01026606559753418 || Total time:21.549912691116333 Iteration: 1218 || Clusters count: 11 || Log posterior: -2841.7529313412815 || Iter Time:0.01376795768737793 || Total time:21.56368064880371 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1219 || Clusters count: 11 || Log posterior: -2832.1839131306806 || Iter Time:0.00995492935180664 || Total time:21.573635578155518 Iteration: 1220 || Clusters count: 11 || Log posterior: -2806.9825132847354 || Iter Time:0.013731956481933594 || Total 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KiB) Iteration: 1237 || Clusters count: 11 || Log posterior: -2844.836277280415 || Iter Time:0.00923299789428711 || Total time:21.81422519683838 Iteration: 1238 || Clusters count: 11 || Log posterior: -2790.612674621282 || Iter Time:0.013797998428344727 || Total time:21.828023195266724 Loading and distributing data: 0.000160 seconds (129 allocations: 13.195 KiB) Iteration: 1239 || Clusters count: 11 || Log posterior: -2848.720960006339 || Iter Time:0.009809017181396484 || Total time:21.83783221244812 Iteration: 1240 || Clusters count: 11 || Log posterior: -2803.7567644708365 || Iter Time:0.012691974639892578 || Total time:21.850524187088013 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1241 || Clusters count: 11 || Log posterior: -2858.4941302328452 || Iter Time:0.008900165557861328 || Total time:21.859424352645874 Iteration: 1242 || Clusters count: 11 || Log posterior: -2802.994911910077 || Iter Time:0.013015985488891602 || Total 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Iteration: 1369 || Clusters count: 11 || Log posterior: -2882.2866839561 || Iter Time:0.008069992065429688 || Total time:23.343969345092773 Iteration: 1370 || Clusters count: 11 || Log posterior: -2851.522040663004 || Iter Time:0.011993169784545898 || Total time:23.35596251487732 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1371 || Clusters count: 11 || Log posterior: -2903.501174477597 || Iter Time:0.008404970169067383 || Total time:23.364367485046387 Iteration: 1372 || Clusters count: 11 || Log posterior: -2820.002664690575 || Iter Time:0.012074947357177734 || Total time:23.376442432403564 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1373 || Clusters count: 11 || Log posterior: -2873.9465992907653 || Iter Time:0.008292913436889648 || Total time:23.384735345840454 Iteration: 1374 || Clusters count: 11 || Log posterior: -2797.7978652425645 || Iter Time:0.012629985809326172 || Total 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Iteration: 1391 || Clusters count: 13 || Log posterior: -2865.6372526946843 || Iter Time:0.008859872817993164 || Total time:23.621870040893555 Iteration: 1392 || Clusters count: 12 || Log posterior: -2785.1476865357818 || Iter Time:0.014213085174560547 || Total time:23.636083126068115 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1393 || Clusters count: 12 || Log posterior: -2874.4056536335024 || Iter Time:0.009051084518432617 || Total time:23.645134210586548 Iteration: 1394 || Clusters count: 12 || Log posterior: -2814.92797579721 || Iter Time:0.012202024459838867 || Total time:23.657336235046387 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1395 || Clusters count: 11 || Log posterior: -2855.065144501815 || Iter Time:0.009367942810058594 || Total time:23.666704177856445 Iteration: 1396 || Clusters count: 11 || Log posterior: -2803.4529355905947 || Iter Time:0.012007951736450195 || Total 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Iteration: 1479 || Clusters count: 11 || Log posterior: -2913.6479435683063 || Iter Time:0.00970602035522461 || Total time:24.710129499435425 Iteration: 1480 || Clusters count: 11 || Log posterior: -2854.0551365352903 || Iter Time:0.013190031051635742 || Total time:24.72331953048706 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1481 || Clusters count: 11 || Log posterior: -2875.627370419237 || Iter Time:0.010897159576416016 || Total time:24.734216690063477 Iteration: 1482 || Clusters count: 11 || Log posterior: -2823.287926817131 || Iter Time:0.013616085052490234 || Total time:24.747832775115967 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1483 || Clusters count: 11 || Log posterior: -2903.2162603496968 || Iter Time:0.009819984436035156 || Total time:24.757652759552002 Iteration: 1484 || Clusters count: 11 || Log posterior: -2830.5061758258557 || Iter Time:0.013858795166015625 || Total 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KiB) Iteration: 1501 || Clusters count: 11 || Log posterior: -2873.107752246076 || Iter Time:0.010154962539672852 || Total time:24.96280789375305 Iteration: 1502 || Clusters count: 11 || Log posterior: -2819.758926386112 || Iter Time:0.013389825820922852 || Total time:24.976197719573975 Loading and distributing data: 0.000158 seconds (129 allocations: 13.195 KiB) Iteration: 1503 || Clusters count: 11 || Log posterior: -2802.1904881737323 || Iter Time:0.009953022003173828 || Total time:24.98615074157715 Iteration: 1504 || Clusters count: 11 || Log posterior: -2764.2545244099797 || Iter Time:0.013290882110595703 || Total time:24.999441623687744 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1505 || Clusters count: 11 || Log posterior: -2886.0575650329774 || Iter Time:0.03202509880065918 || Total time:25.031466722488403 Iteration: 1506 || Clusters count: 11 || Log posterior: -2820.704227418293 || Iter Time:0.013298988342285156 || Total 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KiB) Iteration: 1523 || Clusters count: 11 || Log posterior: -2853.642289232601 || Iter Time:0.009710073471069336 || Total time:25.240344524383545 Iteration: 1524 || Clusters count: 11 || Log posterior: -2795.5911103407916 || Iter Time:0.01293182373046875 || Total time:25.253276348114014 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1525 || Clusters count: 11 || Log posterior: -2899.6284569653344 || Iter Time:0.010170936584472656 || Total time:25.263447284698486 Iteration: 1526 || Clusters count: 11 || Log posterior: -2839.454762540682 || Iter Time:0.013561010360717773 || Total time:25.277008295059204 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1527 || Clusters count: 11 || Log posterior: -2819.6924059142366 || Iter Time:0.009041070938110352 || Total time:25.286049365997314 Iteration: 1528 || Clusters count: 11 || Log posterior: -2771.406877084101 || Iter Time:0.013607978820800781 || Total 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11 || Log posterior: -2750.4731735509417 || Iter Time:0.013963937759399414 || Total time:25.371375560760498 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1535 || Clusters count: 12 || Log posterior: -2775.913740497753 || Iter Time:0.009994983673095703 || Total time:25.381370544433594 Iteration: 1536 || Clusters count: 11 || Log posterior: -2726.208422511401 || Iter Time:0.013656854629516602 || Total time:25.39502739906311 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1537 || Clusters count: 11 || Log posterior: -2793.003070954045 || Iter Time:0.00938105583190918 || Total time:25.40440845489502 Iteration: 1538 || Clusters count: 11 || Log posterior: -2758.966852818756 || Iter Time:0.013195991516113281 || Total time:25.417604446411133 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1539 || Clusters count: 11 || Log posterior: -2849.1676182738966 || Iter 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Iteration: 1545 || Clusters count: 11 || Log posterior: -2941.8055644046462 || Iter Time:0.010367155075073242 || Total time:25.49573254585266 Iteration: 1546 || Clusters count: 11 || Log posterior: -2862.814392041302 || Iter Time:0.013900995254516602 || Total time:25.509633541107178 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1547 || Clusters count: 11 || Log posterior: -2837.7074480045017 || Iter Time:0.0326688289642334 || Total time:25.54230237007141 Iteration: 1548 || Clusters count: 11 || Log posterior: -2789.831139848926 || Iter Time:0.014119148254394531 || Total time:25.556421518325806 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1549 || Clusters count: 11 || Log posterior: -2826.147908300545 || Iter Time:0.009575128555297852 || Total time:25.565996646881104 Iteration: 1550 || Clusters count: 11 || Log posterior: -2780.7492209272136 || Iter Time:0.013772010803222656 || Total 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Iteration: 1567 || Clusters count: 11 || Log posterior: -2828.722189268115 || Iter Time:0.009748220443725586 || Total time:25.773714065551758 Iteration: 1568 || Clusters count: 11 || Log posterior: -2783.604854723823 || Iter Time:0.013615846633911133 || Total time:25.78732991218567 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1569 || Clusters count: 11 || Log posterior: -2826.3171411254984 || Iter Time:0.01009511947631836 || Total time:25.797425031661987 Iteration: 1570 || Clusters count: 11 || Log posterior: -2777.998373359491 || Iter Time:0.013659000396728516 || Total time:25.811084032058716 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1571 || Clusters count: 11 || Log posterior: -2846.1481532581256 || Iter Time:0.009189128875732422 || Total time:25.82027316093445 Iteration: 1572 || Clusters count: 11 || Log posterior: -2791.871589731628 || Iter Time:0.013410806655883789 || Total 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Iteration: 1611 || Clusters count: 11 || Log posterior: -2835.237060807716 || Iter Time:0.009171009063720703 || Total time:26.32538390159607 Iteration: 1612 || Clusters count: 11 || Log posterior: -2794.1075593808846 || Iter Time:0.012166023254394531 || Total time:26.337549924850464 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1613 || Clusters count: 11 || Log posterior: -2823.004202505219 || Iter Time:0.009547948837280273 || Total time:26.347097873687744 Iteration: 1614 || Clusters count: 11 || Log posterior: -2765.909571096445 || Iter Time:0.012192010879516602 || Total time:26.35928988456726 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1615 || Clusters count: 11 || Log posterior: -2829.184815055962 || Iter Time:0.010770082473754883 || Total time:26.370059967041016 Iteration: 1616 || Clusters count: 11 || Log posterior: -2778.8685002207358 || Iter Time:0.013036012649536133 || Total 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11 || Log posterior: -2772.5404940750777 || Iter Time:0.013677120208740234 || Total time:26.7482852935791 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1645 || Clusters count: 11 || Log posterior: -2879.29673523837 || Iter Time:0.010513067245483398 || Total time:26.758798360824585 Iteration: 1646 || Clusters count: 11 || Log posterior: -2832.5397034796433 || Iter Time:0.014639139175415039 || Total time:26.7734375 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1647 || Clusters count: 11 || Log posterior: -2906.1461429276774 || Iter Time:0.010915040969848633 || Total time:26.78435254096985 Iteration: 1648 || Clusters count: 11 || Log posterior: -2854.932743189227 || Iter Time:0.014530181884765625 || Total time:26.798882722854614 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1649 || Clusters count: 11 || Log posterior: -2912.2962710533593 || Iter 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Iteration: 1655 || Clusters count: 11 || Log posterior: -2866.097740001794 || Iter Time:0.009810209274291992 || Total time:26.88080072402954 Iteration: 1656 || Clusters count: 11 || Log posterior: -2810.7769362076456 || Iter Time:0.013787984848022461 || Total time:26.894588708877563 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1657 || Clusters count: 11 || Log posterior: -2894.9631159110204 || Iter Time:0.009675025939941406 || Total time:26.904263734817505 Iteration: 1658 || Clusters count: 11 || Log posterior: -2842.7455753774993 || Iter Time:0.013734102249145508 || Total time:26.91799783706665 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1659 || Clusters count: 11 || Log posterior: -2907.1755575660136 || Iter Time:0.010986089706420898 || Total time:26.92898392677307 Iteration: 1660 || Clusters count: 11 || Log posterior: -2863.3289354054778 || Iter Time:0.014745950698852539 || Total 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Iteration: 1677 || Clusters count: 11 || Log posterior: -2824.0192662952877 || Iter Time:0.010537147521972656 || Total time:27.150983572006226 Iteration: 1678 || Clusters count: 11 || Log posterior: -2779.718636083189 || Iter Time:0.01489710807800293 || Total time:27.16588068008423 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1679 || Clusters count: 11 || Log posterior: -2872.4917315270986 || Iter Time:0.010792016983032227 || Total time:27.17667269706726 Iteration: 1680 || Clusters count: 11 || Log posterior: -2799.5761686457718 || Iter Time:0.013535022735595703 || Total time:27.190207719802856 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1681 || Clusters count: 11 || Log posterior: -2924.728945300803 || Iter Time:0.01083517074584961 || Total time:27.201042890548706 Iteration: 1682 || Clusters count: 11 || Log posterior: -2824.094201647696 || Iter Time:0.013673067092895508 || Total 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|| Log posterior: -2804.011365162681 || Iter Time:0.014303922653198242 || Total time:27.287741661071777 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1689 || Clusters count: 11 || Log posterior: -2869.141461015212 || Iter Time:0.010133981704711914 || Total time:27.29787564277649 Iteration: 1690 || Clusters count: 11 || Log posterior: -2824.8270327926525 || Iter Time:0.013991117477416992 || Total time:27.311866760253906 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1691 || Clusters count: 11 || Log posterior: -2865.9641482934367 || Iter Time:0.010102987289428711 || Total time:27.321969747543335 Iteration: 1692 || Clusters count: 11 || Log posterior: -2829.8796720903115 || Iter Time:0.014602899551391602 || Total time:27.336572647094727 Loading and distributing data: 0.000166 seconds (129 allocations: 13.195 KiB) Iteration: 1693 || Clusters count: 12 || Log posterior: -2900.908468583225 || Iter 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Iteration: 1743 || Clusters count: 11 || Log posterior: -2817.490515810989 || Iter Time:0.009567022323608398 || Total time:27.98330044746399 Iteration: 1744 || Clusters count: 11 || Log posterior: -2774.609133867177 || Iter Time:0.013898134231567383 || Total time:27.997198581695557 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1745 || Clusters count: 11 || Log posterior: -2825.0531079831494 || Iter Time:0.010350942611694336 || Total time:28.00754952430725 Iteration: 1746 || Clusters count: 11 || Log posterior: -2798.0885196735117 || Iter Time:0.014454126358032227 || Total time:28.022003650665283 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1747 || Clusters count: 11 || Log posterior: -2810.6746517123906 || Iter Time:0.011011123657226562 || Total time:28.03301477432251 Iteration: 1748 || Clusters count: 11 || Log posterior: -2780.655748148521 || Iter Time:0.013275861740112305 || Total 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Iteration: 1765 || Clusters count: 12 || Log posterior: -2813.633683585363 || Iter Time:0.009317159652709961 || Total time:28.2637300491333 Iteration: 1766 || Clusters count: 11 || Log posterior: -2772.3382226289023 || Iter Time:0.012187004089355469 || Total time:28.275917053222656 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1767 || Clusters count: 11 || Log posterior: -2792.6152113141457 || Iter Time:0.008261919021606445 || Total time:28.284178972244263 Iteration: 1768 || Clusters count: 11 || Log posterior: -2725.014717585527 || Iter Time:0.012198925018310547 || Total time:28.296377897262573 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1769 || Clusters count: 12 || Log posterior: -2783.563092939422 || Iter Time:0.010069131851196289 || Total time:28.30644702911377 Iteration: 1770 || Clusters count: 12 || Log posterior: -2737.6531309156953 || Iter Time:0.012378931045532227 || Total 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Iteration: 1787 || Clusters count: 11 || Log posterior: -2883.25677323138 || Iter Time:0.009697198867797852 || Total time:28.51207399368286 Iteration: 1788 || Clusters count: 11 || Log posterior: -2839.3059579699884 || Iter Time:0.01335597038269043 || Total time:28.52542996406555 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1789 || Clusters count: 11 || Log posterior: -2892.223400786484 || Iter Time:0.00933218002319336 || Total time:28.534762144088745 Iteration: 1790 || Clusters count: 11 || Log posterior: -2848.6799917605167 || Iter Time:0.014058828353881836 || Total time:28.548820972442627 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1791 || Clusters count: 11 || Log posterior: -2904.86027086928 || Iter Time:0.009123086929321289 || Total time:28.55794405937195 Iteration: 1792 || Clusters count: 11 || Log posterior: -2833.612262338466 || Iter Time:0.012801885604858398 || Total 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Iteration: 1809 || Clusters count: 11 || Log posterior: -2838.608692185893 || Iter Time:0.008856058120727539 || Total time:28.784730911254883 Iteration: 1810 || Clusters count: 11 || Log posterior: -2757.998434329194 || Iter Time:0.012488126754760742 || Total time:28.797219038009644 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1811 || Clusters count: 11 || Log posterior: -2859.4742684923363 || Iter Time:0.00998687744140625 || Total time:28.80720591545105 Iteration: 1812 || Clusters count: 11 || Log posterior: -2816.334931031864 || Iter Time:0.012814998626708984 || Total time:28.82002091407776 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1813 || Clusters count: 11 || Log posterior: -2861.9411539867056 || Iter Time:0.008867025375366211 || Total time:28.828887939453125 Iteration: 1814 || Clusters count: 11 || Log posterior: -2814.6023182582626 || Iter Time:0.012948036193847656 || Total 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11 || Log posterior: -2884.4777161522975 || Iter Time:0.012791872024536133 || Total time:28.907331228256226 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1821 || Clusters count: 12 || Log posterior: -2906.8480334879937 || Iter Time:0.009721994400024414 || Total time:28.91705322265625 Iteration: 1822 || Clusters count: 12 || Log posterior: -2836.9719133454123 || Iter Time:0.01388406753540039 || Total time:28.93093729019165 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 1823 || Clusters count: 12 || Log posterior: -2851.9188162059745 || Iter Time:0.009224891662597656 || Total time:28.940162181854248 Iteration: 1824 || Clusters count: 11 || Log posterior: -2806.023706408334 || Iter Time:0.013443946838378906 || Total time:28.953606128692627 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1825 || Clusters count: 11 || Log posterior: -2800.615489600774 || Iter 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KiB) Iteration: 1831 || Clusters count: 11 || Log posterior: -2835.6785763241987 || Iter Time:0.00908207893371582 || Total time:29.028738975524902 Iteration: 1832 || Clusters count: 11 || Log posterior: -2790.624870842481 || Iter Time:0.013301849365234375 || Total time:29.042040824890137 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1833 || Clusters count: 11 || Log posterior: -2861.1869692202317 || Iter Time:0.01008915901184082 || Total time:29.052129983901978 Iteration: 1834 || Clusters count: 11 || Log posterior: -2800.0293169485008 || Iter Time:0.012337207794189453 || Total time:29.064467191696167 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1835 || Clusters count: 11 || Log posterior: -2862.6686888539493 || Iter Time:0.008549928665161133 || Total time:29.073017120361328 Iteration: 1836 || Clusters count: 11 || Log posterior: -2807.7249447384106 || Iter Time:0.013540983200073242 || Total time:29.0865581035614 Loading and distributing data: 0.000163 seconds (129 allocations: 13.195 KiB) Iteration: 1837 || Clusters count: 11 || Log posterior: -2804.579393008033 || Iter Time:0.009979009628295898 || Total time:29.096537113189697 Iteration: 1838 || Clusters count: 11 || Log posterior: -2751.717889478817 || Iter Time:0.013508081436157227 || Total time:29.110045194625854 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 11 || Log posterior: -2897.9023825485147 || Iter Time:0.009155035018920898 || Total time:29.119200229644775 Iteration: 1840 || Clusters count: 11 || Log posterior: -2807.093405504034 || Iter Time:0.012523889541625977 || Total time:29.1317241191864 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 11 || Log posterior: -2869.660894613847 || Iter Time:0.009490013122558594 || Total time:29.14121413230896 Iteration: 1842 || Clusters count: 11 || Log posterior: -2834.051746768537 || Iter Time:0.01355600357055664 || Total time:29.154770135879517 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 11 || Log posterior: -2876.6805572785943 || Iter Time:0.011605978012084961 || Total time:29.1663761138916 Iteration: 1844 || Clusters count: 11 || Log posterior: -2830.0820032062607 || Iter Time:0.036338090896606445 || Total time:29.202714204788208 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 11 || Log posterior: -2883.132159664924 || Iter Time:0.009797096252441406 || Total time:29.21251130104065 Iteration: 1846 || Clusters count: 11 || Log posterior: -2825.048435390283 || Iter Time:0.013163089752197266 || Total time:29.225674390792847 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 11 || Log posterior: -2802.762055304168 || Iter Time:0.0091400146484375 || Total time:29.234814405441284 Iteration: 1848 || Clusters count: 11 || Log posterior: -2767.2425293783385 || Iter Time:0.012555122375488281 || Total time:29.247369527816772 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 11 || Log posterior: -2873.738841226347 || Iter Time:0.008949995040893555 || Total time:29.256319522857666 Iteration: 1850 || Clusters count: 11 || Log posterior: -2787.5009815943367 || Iter Time:0.013643026351928711 || Total time:29.269962549209595 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 11 || Log posterior: -2822.039356685666 || Iter Time:0.009593963623046875 || Total time:29.27955651283264 Iteration: 1852 || Clusters count: 11 || Log posterior: -2782.6245818631864 || Iter Time:0.012745857238769531 || Total time:29.29230237007141 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 11 || Log posterior: -2799.004850984656 || Iter Time:0.010128974914550781 || Total time:29.302431344985962 Iteration: 1854 || Clusters count: 11 || Log posterior: -2756.944668230608 || Iter Time:0.013373136520385742 || Total time:29.315804481506348 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 11 || Log posterior: -2836.3704407643104 || Iter Time:0.010185003280639648 || Total time:29.325989484786987 Iteration: 1856 || Clusters count: 11 || Log posterior: -2774.5695968738833 || Iter Time:0.013807058334350586 || Total time:29.339796543121338 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 11 || Log posterior: -2858.4319239669235 || Iter Time:0.009669065475463867 || Total time:29.3494656085968 Iteration: 1858 || Clusters count: 11 || Log posterior: -2801.2439690337874 || Iter Time:0.013125896453857422 || Total time:29.36259150505066 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 11 || Log posterior: -2854.6516030253247 || Iter Time:0.010488033294677734 || Total time:29.373079538345337 Iteration: 1860 || Clusters count: 11 || Log posterior: -2801.951779860199 || Iter Time:0.01335597038269043 || Total time:29.386435508728027 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 11 || Log posterior: -2859.485450123262 || Iter Time:0.009679079055786133 || Total time:29.396114587783813 Iteration: 1862 || Clusters count: 11 || Log posterior: -2792.850233330966 || Iter Time:0.013475894927978516 || Total time:29.409590482711792 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 11 || Log posterior: -2799.124210519737 || Iter Time:0.010309934616088867 || Total time:29.41990041732788 Iteration: 1864 || Clusters count: 11 || Log posterior: -2745.5756509104976 || Iter Time:0.01297903060913086 || Total time:29.43287944793701 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 11 || Log posterior: -2809.963480478997 || Iter Time:0.008768796920776367 || Total time:29.441648244857788 Iteration: 1866 || Clusters count: 11 || Log posterior: -2766.1028215337815 || Iter Time:0.012275218963623047 || Total time:29.45392346382141 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 11 || Log posterior: -2816.3001030859555 || Iter Time:0.008648872375488281 || Total time:29.4625723361969 Iteration: 1868 || Clusters count: 11 || Log posterior: -2768.8826747883495 || Iter Time:0.012038946151733398 || Total time:29.474611282348633 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 11 || Log posterior: -2829.9907610227524 || Iter Time:0.009613037109375 || Total time:29.484224319458008 Iteration: 1870 || Clusters count: 11 || Log posterior: -2779.871980768528 || Iter Time:0.012897014617919922 || Total time:29.497121334075928 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 11 || Log posterior: -2829.0280587351617 || Iter Time:0.008900880813598633 || Total time:29.506022214889526 Iteration: 1872 || Clusters count: 11 || Log posterior: -2782.9583013866177 || Iter Time:0.012980937957763672 || Total time:29.51900315284729 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 12 || Log posterior: -2836.928185075496 || Iter Time:0.010154962539672852 || Total time:29.529158115386963 Iteration: 1874 || Clusters count: 11 || Log posterior: -2798.3564895831705 || Iter Time:0.013408899307250977 || Total time:29.542567014694214 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 11 || Log posterior: -2862.0024463564914 || Iter Time:0.00914907455444336 || Total time:29.551716089248657 Iteration: 1876 || Clusters count: 11 || Log posterior: -2809.7416443328066 || Iter Time:0.01288294792175293 || Total time:29.56459903717041 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 11 || Log posterior: -2872.7415074479186 || Iter Time:0.00916290283203125 || Total time:29.57376194000244 Iteration: 1878 || Clusters count: 11 || Log posterior: -2820.1987093329235 || Iter Time:0.013401985168457031 || Total time:29.5871639251709 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 11 || Log posterior: -2824.7957262887644 || Iter Time:0.00939488410949707 || Total time:29.596558809280396 Iteration: 1880 || Clusters count: 11 || Log posterior: -2780.8609479617653 || Iter Time:0.01263284683227539 || Total time:29.60919165611267 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 11 || Log posterior: -2820.9346491408614 || Iter Time:0.009047985076904297 || Total time:29.618239641189575 Iteration: 1882 || Clusters count: 11 || Log posterior: -2779.719638567598 || Iter Time:0.012735128402709961 || Total time:29.630974769592285 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 11 || Log posterior: -2850.9750385440702 || Iter Time:0.010818004608154297 || Total time:29.64179277420044 Iteration: 1884 || Clusters count: 11 || Log posterior: -2783.2232891095123 || Iter Time:0.014118194580078125 || Total time:29.655910968780518 Loading and distributing data: 0.000165 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 11 || Log posterior: -2816.2112984905416 || Iter Time:0.010881185531616211 || Total time:29.666792154312134 Iteration: 1886 || Clusters count: 11 || Log posterior: -2775.2272277507504 || Iter Time:0.014246940612792969 || Total time:29.681039094924927 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 11 || Log posterior: -2821.638047037997 || Iter Time:0.012017965316772461 || Total time:29.6930570602417 Iteration: 1888 || Clusters count: 11 || Log posterior: -2750.9189383155754 || Iter Time:0.03636813163757324 || Total time:29.729425191879272 Loading and distributing data: 0.000126 seconds (129 allocations: 13.227 KiB) Iteration: 1889 || Clusters count: 11 || Log posterior: -2779.4211769339936 || Iter Time:0.00908803939819336 || Total time:29.738513231277466 Iteration: 1890 || Clusters count: 11 || Log posterior: -2718.142153850812 || Iter Time:0.012682914733886719 || Total time:29.751196146011353 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 11 || Log posterior: -2777.828996082325 || Iter Time:0.009423017501831055 || Total time:29.760619163513184 Iteration: 1892 || Clusters count: 11 || Log posterior: -2747.157718022947 || Iter Time:0.012975931167602539 || Total time:29.773595094680786 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 11 || Log posterior: -2767.178135405087 || Iter Time:0.0083770751953125 || Total time:29.7819721698761 Iteration: 1894 || Clusters count: 11 || Log posterior: -2726.101118475175 || Iter Time:0.012918949127197266 || Total time:29.794891119003296 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 11 || Log posterior: -2779.9145884750474 || Iter Time:0.009106159210205078 || Total time:29.8039972782135 Iteration: 1896 || Clusters count: 11 || Log posterior: -2745.0410279458742 || Iter Time:0.013807058334350586 || Total time:29.81780433654785 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 11 || Log posterior: -2845.0542721147594 || Iter Time:0.01037907600402832 || Total time:29.82818341255188 Iteration: 1898 || Clusters count: 11 || Log posterior: -2794.1699479273316 || Iter Time:0.012394905090332031 || Total time:29.840578317642212 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 11 || Log posterior: -2862.511834695816 || Iter Time:0.008803129196166992 || Total time:29.84938144683838 Iteration: 1900 || Clusters count: 11 || Log posterior: -2833.009016950619 || Iter Time:0.011345863342285156 || Total time:29.860727310180664 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 11 || Log posterior: -2837.68421710811 || Iter Time:0.008322954177856445 || Total time:29.86905026435852 Iteration: 1902 || Clusters count: 11 || Log posterior: -2772.5513895754248 || Iter Time:0.012101888656616211 || Total time:29.881152153015137 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 11 || Log posterior: -2793.1893394377184 || Iter Time:0.008067846298217773 || Total time:29.889219999313354 Iteration: 1904 || Clusters count: 11 || Log posterior: -2739.52984913021 || Iter Time:0.012932062149047852 || Total time:29.902152061462402 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 11 || Log posterior: -2739.761970196877 || Iter Time:0.008816003799438477 || Total time:29.91096806526184 Iteration: 1906 || Clusters count: 11 || Log posterior: -2703.1767073644123 || Iter Time:0.012866973876953125 || Total time:29.923835039138794 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 12 || Log posterior: -2782.9975176511243 || Iter Time:0.009818077087402344 || Total time:29.933653116226196 Iteration: 1908 || Clusters count: 12 || Log posterior: -2720.035272541257 || Iter Time:0.012768983840942383 || Total time:29.94642210006714 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 12 || Log posterior: -2808.3409726728382 || Iter Time:0.010012149810791016 || Total time:29.95643424987793 Iteration: 1910 || Clusters count: 12 || Log posterior: -2768.859575947203 || Iter Time:0.014137029647827148 || Total time:29.970571279525757 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 12 || Log posterior: -2894.8090364962773 || Iter Time:0.010061025619506836 || Total time:29.980632305145264 Iteration: 1912 || Clusters count: 12 || Log posterior: -2821.601397302368 || Iter Time:0.013818979263305664 || Total time:29.99445128440857 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 11 || Log posterior: -2765.276576915742 || Iter Time:0.010499000549316406 || Total time:30.004950284957886 Iteration: 1914 || Clusters count: 11 || Log posterior: -2738.482685675042 || Iter Time:0.013453006744384766 || Total time:30.01840329170227 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 11 || Log posterior: -2783.8923160100085 || Iter Time:0.009534835815429688 || Total time:30.0279381275177 Iteration: 1916 || Clusters count: 11 || Log posterior: -2741.2698748665057 || Iter Time:0.01395106315612793 || Total time:30.041889190673828 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 11 || Log posterior: -2853.7755986785573 || Iter Time:0.009351968765258789 || Total time:30.051241159439087 Iteration: 1918 || Clusters count: 11 || Log posterior: -2815.070142304666 || Iter Time:0.01388692855834961 || Total time:30.065128087997437 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 11 || Log posterior: -2871.0082221074963 || Iter Time:0.010624170303344727 || Total time:30.07575225830078 Iteration: 1920 || Clusters count: 11 || Log posterior: -2813.509253994351 || Iter Time:0.014929056167602539 || Total time:30.090681314468384 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 11 || Log posterior: -2843.1939987968367 || Iter Time:0.011291027069091797 || Total time:30.101972341537476 Iteration: 1922 || Clusters count: 11 || Log posterior: -2781.6816705285887 || Iter Time:0.012609004974365234 || Total time:30.11458134651184 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 11 || Log posterior: -2818.565872038862 || Iter Time:0.009261131286621094 || Total time:30.123842477798462 Iteration: 1924 || Clusters count: 11 || Log posterior: -2783.3895071291317 || Iter Time:0.013760089874267578 || Total time:30.13760256767273 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 11 || Log posterior: -2897.1114586867716 || Iter Time:0.010923147201538086 || Total time:30.148525714874268 Iteration: 1926 || Clusters count: 11 || Log posterior: -2836.8311049661215 || Iter Time:0.014086008071899414 || Total time:30.162611722946167 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 11 || Log posterior: -2842.6558391596827 || Iter Time:0.01059412956237793 || Total time:30.173205852508545 Iteration: 1928 || Clusters count: 11 || Log posterior: -2801.2530398982476 || Iter Time:0.015213966369628906 || Total time:30.188419818878174 Loading and distributing data: 0.000170 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 11 || Log posterior: -2895.815806695056 || Iter Time:0.01135110855102539 || Total time:30.1997709274292 Iteration: 1930 || Clusters count: 11 || Log posterior: -2844.6831537449216 || Iter Time:0.01435089111328125 || Total time:30.21412181854248 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 11 || Log posterior: -2914.95342947096 || Iter Time:0.01106405258178711 || Total time:30.225185871124268 Iteration: 1932 || Clusters count: 11 || Log posterior: -2851.109743099807 || Iter Time:0.013767004013061523 || Total time:30.23895287513733 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 11 || Log posterior: -2862.7979980335954 || Iter Time:0.03366208076477051 || Total time:30.2726149559021 Iteration: 1934 || Clusters count: 11 || Log posterior: -2826.0346817660475 || Iter Time:0.01373600959777832 || Total time:30.286350965499878 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 11 || Log posterior: -2852.1739371799586 || Iter Time:0.01017308235168457 || Total time:30.296524047851562 Iteration: 1936 || Clusters count: 11 || Log posterior: -2792.477879268343 || Iter Time:0.01399087905883789 || Total time:30.3105149269104 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 11 || Log posterior: -2766.677777735104 || Iter Time:0.010434150695800781 || Total time:30.3209490776062 Iteration: 1938 || Clusters count: 11 || Log posterior: -2732.654715049711 || Iter Time:0.014211893081665039 || Total time:30.335160970687866 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 11 || Log posterior: -2860.3531495473894 || Iter Time:0.009958028793334961 || Total time:30.3451189994812 Iteration: 1940 || Clusters count: 11 || Log posterior: -2821.9703937664835 || Iter Time:0.012968063354492188 || Total time:30.358087062835693 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 11 || Log posterior: -2849.8254529864275 || Iter Time:0.009427070617675781 || Total time:30.36751413345337 Iteration: 1942 || Clusters count: 11 || Log posterior: -2802.573338714299 || Iter Time:0.013073921203613281 || Total time:30.380588054656982 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 11 || Log posterior: -2832.047814335254 || Iter Time:0.00911092758178711 || Total time:30.38969898223877 Iteration: 1944 || Clusters count: 11 || Log posterior: -2802.2019110567 || Iter Time:0.012544870376586914 || Total time:30.402243852615356 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 11 || Log posterior: -2819.8396560642404 || Iter Time:0.008840084075927734 || Total time:30.411083936691284 Iteration: 1946 || Clusters count: 11 || Log posterior: -2776.8772085714927 || Iter Time:0.013710975646972656 || Total time:30.424794912338257 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 11 || Log posterior: -2851.406937652113 || Iter Time:0.01026296615600586 || Total time:30.435057878494263 Iteration: 1948 || Clusters count: 11 || Log posterior: -2815.3494955412766 || Iter Time:0.014211893081665039 || Total time:30.449269771575928 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 11 || Log posterior: -2857.700908229183 || Iter Time:0.010334014892578125 || Total time:30.459603786468506 Iteration: 1950 || Clusters count: 11 || Log posterior: -2807.1823549177248 || Iter Time:0.014692068099975586 || Total time:30.47429585456848 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 11 || Log posterior: -2852.8148205942625 || Iter Time:0.01087498664855957 || Total time:30.48517084121704 Iteration: 1952 || Clusters count: 11 || Log posterior: -2796.2375577861867 || Iter Time:0.014642953872680664 || Total time:30.49981379508972 Loading and distributing data: 0.000165 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 11 || Log posterior: -2817.3669828893026 || Iter Time:0.010450124740600586 || Total time:30.510263919830322 Iteration: 1954 || Clusters count: 11 || Log posterior: -2764.829029089587 || Iter Time:0.014467954635620117 || Total time:30.524731874465942 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 11 || Log posterior: -2790.455491052561 || Iter Time:0.010908842086791992 || Total time:30.535640716552734 Iteration: 1956 || Clusters count: 11 || Log posterior: -2717.966823370298 || Iter Time:0.014781951904296875 || Total time:30.55042266845703 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 11 || Log posterior: -2820.7334086466726 || Iter Time:0.010106086730957031 || Total time:30.56052875518799 Iteration: 1958 || Clusters count: 11 || Log posterior: -2784.795033431409 || Iter Time:0.01407003402709961 || Total time:30.574598789215088 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 11 || Log posterior: -2840.4938176258524 || Iter Time:0.010831117630004883 || Total time:30.585429906845093 Iteration: 1960 || Clusters count: 11 || Log posterior: -2804.4400345314675 || Iter Time:0.014924049377441406 || Total time:30.600353956222534 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 11 || Log posterior: -2830.585532343184 || Iter Time:0.010252952575683594 || Total time:30.610606908798218 Iteration: 1962 || Clusters count: 11 || Log posterior: -2771.0285561790497 || Iter Time:0.013086080551147461 || Total time:30.623692989349365 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 11 || Log posterior: -2843.786117268484 || Iter Time:0.009114980697631836 || Total time:30.632807970046997 Iteration: 1964 || Clusters count: 11 || Log posterior: -2784.230444020673 || Iter Time:0.013812065124511719 || Total time:30.64662003517151 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 11 || Log posterior: -2829.6241272115085 || Iter Time:0.010107040405273438 || Total time:30.656727075576782 Iteration: 1966 || Clusters count: 11 || Log posterior: -2777.530151838837 || Iter Time:0.01332998275756836 || Total time:30.67005705833435 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 11 || Log posterior: -2835.903176128295 || Iter Time:0.009886980056762695 || Total time:30.679944038391113 Iteration: 1968 || Clusters count: 11 || Log posterior: -2784.214664393593 || Iter Time:0.014693975448608398 || Total time:30.69463801383972 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 12 || Log posterior: -2882.015039312947 || Iter Time:0.010759830474853516 || Total time:30.705397844314575 Iteration: 1970 || Clusters count: 12 || Log posterior: -2851.6347548024705 || Iter Time:0.013736963272094727 || Total time:30.71913480758667 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 11 || Log posterior: -2850.4311073246313 || Iter Time:0.010850906372070312 || Total time:30.72998571395874 Iteration: 1972 || Clusters count: 11 || Log posterior: -2807.6015047494325 || Iter Time:0.014921903610229492 || Total time:30.74490761756897 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 11 || Log posterior: -2830.8833399183018 || Iter Time:0.009608030319213867 || Total time:30.754515647888184 Iteration: 1974 || Clusters count: 11 || Log posterior: -2800.2962621435563 || Iter Time:0.012740850448608398 || Total time:30.767256498336792 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 11 || Log posterior: -2865.4455739501295 || Iter Time:0.008961915969848633 || Total time:30.77621841430664 Iteration: 1976 || Clusters count: 11 || Log posterior: -2814.255072155672 || Iter Time:0.013014078140258789 || Total time:30.7892324924469 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 11 || Log posterior: -2856.410776708219 || Iter Time:0.00937509536743164 || Total time:30.79860758781433 Iteration: 1978 || Clusters count: 11 || Log posterior: -2808.420717423331 || Iter Time:0.03834414482116699 || Total time:30.836951732635498 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 11 || Log posterior: -2889.1678892553846 || Iter Time:0.009440183639526367 || Total time:30.846391916275024 Iteration: 1980 || Clusters count: 11 || Log posterior: -2822.668724594085 || Iter Time:0.01350712776184082 || Total time:30.859899044036865 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 11 || Log posterior: -2877.4116390793815 || Iter Time:0.007850885391235352 || Total time:30.8677499294281 Iteration: 1982 || Clusters count: 11 || Log posterior: -2813.1780964136 || Iter Time:0.013551950454711914 || Total time:30.881301879882812 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 11 || Log posterior: -2831.6799441316166 || Iter Time:0.010300159454345703 || Total time:30.891602039337158 Iteration: 1984 || Clusters count: 11 || Log posterior: -2797.984757922445 || Iter Time:0.01435708999633789 || Total time:30.905959129333496 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 11 || Log posterior: -2860.586928298285 || Iter Time:0.01077413558959961 || Total time:30.916733264923096 Iteration: 1986 || Clusters count: 11 || Log posterior: -2812.8370302364137 || Iter Time:0.014457941055297852 || Total time:30.931191205978394 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 11 || Log posterior: -2862.4690615509217 || Iter Time:0.009943962097167969 || Total time:30.94113516807556 Iteration: 1988 || Clusters count: 11 || Log posterior: -2796.0625101692804 || Iter Time:0.013002872467041016 || Total time:30.954138040542603 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 12 || Log posterior: -2859.3920904943734 || Iter Time:0.009623050689697266 || Total time:30.9637610912323 Iteration: 1990 || Clusters count: 12 || Log posterior: -2788.027569348605 || Iter Time:0.013659000396728516 || Total time:30.97742009162903 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 11 || Log posterior: -2836.4947429431877 || Iter Time:0.009560108184814453 || Total time:30.986980199813843 Iteration: 1992 || Clusters count: 11 || Log posterior: -2789.770072502089 || Iter Time:0.013367891311645508 || Total time:31.00034809112549 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 11 || Log posterior: -2862.264437349123 || Iter Time:0.009099006652832031 || Total time:31.00944709777832 Iteration: 1994 || Clusters count: 11 || Log posterior: -2791.537350723104 || Iter Time:0.014145135879516602 || Total time:31.023592233657837 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 11 || Log posterior: -2849.2491864244507 || Iter Time:0.009979009628295898 || Total time:31.033571243286133 Iteration: 1996 || Clusters count: 11 || Log posterior: -2800.7098155065155 || Iter Time:0.013581037521362305 || Total time:31.047152280807495 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 11 || Log posterior: -2855.1789909032095 || Iter Time:0.009447097778320312 || Total time:31.056599378585815 Iteration: 1998 || Clusters count: 11 || Log posterior: -2803.577412473952 || Iter Time:0.013853073120117188 || Total time:31.070452451705933 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 11 || Log posterior: -2811.2632408094773 || Iter Time:0.010514020919799805 || Total time:31.080966472625732 Iteration: 2000 || Clusters count: 11 || Log posterior: -2768.415406426647 || Iter Time:0.012866973876953125 || Total time:31.093833446502686 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 11 || Log posterior: -2863.908743536522 || Iter Time:0.009163856506347656 || Total time:31.102997303009033 Iteration: 2002 || Clusters count: 11 || Log posterior: -2774.234525049351 || Iter Time:0.012463092803955078 || Total time:31.11546039581299 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 11 || Log posterior: -2800.8752858825055 || Iter Time:0.00910806655883789 || Total time:31.124568462371826 Iteration: 2004 || Clusters count: 11 || Log posterior: -2763.8222775854515 || Iter Time:0.012112140655517578 || Total time:31.136680603027344 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 11 || Log posterior: -2879.7134349394123 || Iter Time:0.009315013885498047 || Total time:31.145995616912842 Iteration: 2006 || Clusters count: 11 || Log posterior: -2821.7133707942917 || Iter Time:0.01365518569946289 || Total time:31.159650802612305 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 11 || Log posterior: -2885.3451180627653 || Iter Time:0.009660005569458008 || Total time:31.169310808181763 Iteration: 2008 || Clusters count: 11 || Log posterior: -2831.1919069347714 || Iter Time:0.013645172119140625 || Total time:31.182955980300903 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 11 || Log posterior: -2943.5483211070787 || Iter Time:0.010329961776733398 || Total time:31.193285942077637 Iteration: 2010 || Clusters count: 11 || Log posterior: -2873.4510708928947 || Iter Time:0.013980865478515625 || Total time:31.207266807556152 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 11 || Log posterior: -2832.302669289748 || Iter Time:0.01223611831665039 || Total time:31.219502925872803 Iteration: 2012 || Clusters count: 11 || Log posterior: -2803.7910139629525 || Iter Time:0.012840032577514648 || Total time:31.232342958450317 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 11 || Log posterior: -2821.2340090042953 || Iter Time:0.009505033493041992 || Total time:31.24184799194336 Iteration: 2014 || Clusters count: 11 || Log posterior: -2784.1806784024952 || Iter Time:0.014496803283691406 || Total time:31.25634479522705 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 11 || Log posterior: -2855.6297448009345 || Iter Time:0.00893402099609375 || Total time:31.265278816223145 Iteration: 2016 || Clusters count: 11 || Log posterior: -2812.4399414211275 || Iter Time:0.013000965118408203 || Total time:31.278279781341553 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 11 || Log posterior: -2861.418861886864 || Iter Time:0.009652853012084961 || Total time:31.287932634353638 Iteration: 2018 || Clusters count: 11 || Log posterior: -2820.6806659242766 || Iter Time:0.013744115829467773 || Total time:31.301676750183105 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 11 || Log posterior: -2879.818012326427 || Iter Time:0.010293006896972656 || Total time:31.311969757080078 Iteration: 2020 || Clusters count: 11 || Log posterior: -2828.406058735439 || Iter Time:0.013927936553955078 || Total time:31.325897693634033 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 13 || Log posterior: -2862.828676105175 || Iter Time:0.010814905166625977 || Total time:31.33671259880066 Iteration: 2022 || Clusters count: 12 || Log posterior: -2820.5074601363503 || Iter Time:0.014528989791870117 || Total time:31.35124158859253 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 11 || Log posterior: -2830.729971759341 || Iter Time:0.010452985763549805 || Total time:31.36169457435608 Iteration: 2024 || Clusters count: 11 || Log posterior: -2800.6401899383186 || Iter Time:0.0372159481048584 || Total time:31.398910522460938 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 11 || Log posterior: -2871.8559127495664 || Iter Time:0.009036779403686523 || Total time:31.407947301864624 Iteration: 2026 || Clusters count: 11 || Log posterior: -2856.545303920234 || Iter Time:0.013269186019897461 || Total time:31.42121648788452 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 11 || Log posterior: -2870.606703451218 || Iter Time:0.00937199592590332 || Total time:31.430588483810425 Iteration: 2028 || Clusters count: 11 || Log posterior: -2791.5930994863884 || Iter Time:0.013148784637451172 || Total time:31.443737268447876 Avg NMI: 0.8330650476451789 Full NMI: 0.8122858247645014 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m17.7s Testing DPMMSubClustersStreaming tests passed Testing completed after 190.83s PkgEval succeeded after 369.21s