Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.1699 (993b392fda*) started at 2026-02-14T01:15:45.977 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 10.53s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.14/Manifest.toml` [1520ce14] + AbstractTrees v0.4.5 [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.9 [31c24e10] + Distributions v0.25.123 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.18.0 [1a297f60] + FillArrays v1.16.0 [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 v0.10.67 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.27 [bac558e1] + OrderedCollections v1.8.1 ⌃ [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.1 [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 v0.9.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.16 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.2 [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 v1.13.0 [b27032c2] + LibCURL v1.0.0 [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 v1.14.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [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 v8.18.0+0 [e37daf67] + LibGit2_jll v1.9.2+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.12.2 [4536629a] + OpenBLAS_jll v0.3.30+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.5+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.68.0+1 [3f19e933] + p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 5.53s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 10210.6 ms ✓ KernelFunctions 10219.5 ms ✓ DPMMSubClustersStreaming 2 dependencies successfully precompiled in 21 seconds. 102 already precompiled. Precompilation completed after 41.28s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_huM0sr/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.123 [ec8451be] KernelFunctions v0.10.67 [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_huM0sr/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.123 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.18.0 [1a297f60] FillArrays v1.16.0 [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 v0.10.67 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.27 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.1 [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 v0.9.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.16 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.2 [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 v1.13.0 [b27032c2] LibCURL v1.0.0 [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 v1.14.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [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 v8.18.0+0 [e37daf67] LibGit2_jll v1.9.2+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.12.2 [4536629a] OpenBLAS_jll v0.3.30+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.5+0 [efcefdf7] PCRE2_jll v10.47.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.68.0+1 [3f19e933] p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Loading and distributing data: 3.497507 seconds (948.32 k allocations: 59.546 MiB, 99.85% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233166.03798629093 || Iter Time:18.56642508506775 || Total time:18.56642508506775 Iteration: 1 || Clusters count: 1 || Log posterior: -233166.03798629093 || Iter Time:0.00533604621887207 || Total time:18.57176113128662 Iteration: 2 || Clusters count: 1 || Log posterior: -233166.03798629093 || Iter Time:0.004979133605957031 || Total time:18.576740264892578 Iteration: 3 || Clusters count: 1 || Log posterior: -233166.03798629093 || Iter Time:0.0049440860748291016 || Total time:18.581684350967407 Iteration: 4 || Clusters count: 1 || Log posterior: -233166.03798629093 || Iter Time:0.004991054534912109 || Total time:18.58667540550232 Iteration: 5 || Clusters count: 1 || Log posterior: -233166.03798629093 || Iter Time:0.015402078628540039 || Total time:18.60207748413086 Iteration: 6 || Clusters count: 1 || Log posterior: -233166.03798629093 || Iter Time:0.004748821258544922 || Total time:18.606826305389404 Iteration: 7 || Clusters count: 1 || Log posterior: -233166.03798629093 || Iter Time:0.005643129348754883 || Total time:18.61246943473816 Iteration: 8 || Clusters count: 1 || Log posterior: -233166.03798629093 || Iter Time:0.005876064300537109 || Total time:18.618345499038696 Iteration: 9 || Clusters count: 1 || Log posterior: -233166.03798629093 || Iter Time:0.006039142608642578 || Total time:18.62438464164734 Iteration: 10 || Clusters count: 1 || Log posterior: -233166.03798629093 || Iter Time:0.0061190128326416016 || Total time:18.63050365447998 Iteration: 11 || Clusters count: 1 || Log posterior: -233166.03798629093 || Iter Time:0.005937814712524414 || Total time:18.636441469192505 Iteration: 12 || Clusters count: 1 || Log posterior: -233166.03798629093 || Iter Time:0.005517005920410156 || Total time:18.641958475112915 Iteration: 13 || Clusters count: 2 || Log posterior: -232830.44514785058 || Iter Time:4.036575078964233 || Total time:22.67853355407715 Iteration: 14 || Clusters count: 2 || Log posterior: -232825.45357550884 || Iter Time:0.005494117736816406 || Total time:22.684027671813965 Iteration: 15 || Clusters count: 2 || Log posterior: -232807.3779187176 || Iter Time:0.005421876907348633 || Total time:22.689449548721313 Iteration: 16 || Clusters count: 2 || Log posterior: -232807.1934206663 || Iter Time:0.07655596733093262 || Total time:22.766005516052246 Iteration: 17 || Clusters count: 2 || Log posterior: -232806.23620236447 || Iter Time:0.006676912307739258 || Total time:22.772682428359985 Iteration: 18 || Clusters count: 2 || Log posterior: -232797.209390192 || Iter Time:0.005599021911621094 || Total time:22.778281450271606 Iteration: 19 || Clusters count: 2 || Log posterior: -232784.44445103972 || Iter Time:0.005739927291870117 || Total time:22.784021377563477 Iteration: 20 || Clusters count: 2 || Log posterior: -232709.6846852116 || Iter Time:1.577237844467163 || Total time:24.36125922203064 Loading and distributing data: 0.000975 seconds (141 allocations: 396.023 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232893.24228231545 || Iter Time:0.031694889068603516 || Total time:24.392954111099243 Iteration: 22 || Clusters count: 2 || Log posterior: -232888.21270921704 || Iter Time:0.0058040618896484375 || Total time:24.39875817298889 Iteration: 23 || Clusters count: 2 || Log posterior: -232874.0939429231 || Iter Time:0.00568699836730957 || Total time:24.4044451713562 Iteration: 24 || Clusters count: 2 || Log posterior: -232861.42886734963 || Iter Time:0.005756855010986328 || Total time:24.410202026367188 Iteration: 25 || Clusters count: 2 || Log posterior: -232853.93287385599 || Iter Time:0.0058248043060302734 || Total time:24.416026830673218 Iteration: 26 || Clusters count: 2 || Log posterior: -232847.16265299052 || Iter Time:0.005720853805541992 || Total time:24.42174768447876 Iteration: 27 || Clusters count: 2 || Log posterior: -232832.596886905 || Iter Time:0.005646944046020508 || Total time:24.42739462852478 Iteration: 28 || Clusters count: 3 || Log posterior: -232439.08500315636 || Iter Time:0.0072209835052490234 || Total time:24.43461561203003 Iteration: 29 || Clusters count: 3 || Log posterior: -232340.54047954513 || Iter Time:0.00610804557800293 || Total time:24.440723657608032 Iteration: 30 || Clusters count: 3 || Log posterior: -232329.73589859458 || Iter Time:0.006156206130981445 || Total time:24.446879863739014 Iteration: 31 || Clusters count: 3 || Log posterior: -232308.325037415 || Iter Time:0.006196022033691406 || Total time:24.453075885772705 Iteration: 32 || Clusters count: 3 || Log posterior: -232294.575037415 || Iter Time:0.006114959716796875 || Total time:24.459190845489502 Iteration: 33 || Clusters count: 3 || Log posterior: -232299.54549955623 || Iter Time:0.0063629150390625 || Total time:24.465553760528564 Iteration: 34 || Clusters count: 3 || Log posterior: -232312.27156437247 || Iter Time:0.006027936935424805 || Total time:24.47158169746399 Iteration: 35 || Clusters count: 3 || Log posterior: -232267.37703312247 || Iter Time:0.006064891815185547 || Total time:24.477646589279175 Iteration: 36 || Clusters count: 3 || Log posterior: -232279.05783581964 || Iter Time:0.006098031997680664 || Total time:24.483744621276855 Iteration: 37 || Clusters count: 3 || Log posterior: -232278.99100685073 || Iter Time:0.0060880184173583984 || Total time:24.489832639694214 Iteration: 38 || Clusters count: 3 || Log posterior: -232302.78321619472 || Iter Time:0.006076812744140625 || Total time:24.495909452438354 Iteration: 39 || Clusters count: 4 || Log posterior: -232021.27545934313 || Iter Time:0.008219003677368164 || Total time:24.504128456115723 Iteration: 40 || Clusters count: 4 || Log posterior: -231964.9122524767 || Iter Time:0.0065000057220458984 || Total time:24.51062846183777 Iteration: 41 || Clusters count: 4 || Log posterior: -231859.40370277298 || Iter Time:0.006294965744018555 || Total time:24.516923427581787 Loading and distributing data: 0.000825 seconds (141 allocations: 396.023 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261912.29463961424 || Iter Time:0.006311893463134766 || Total time:24.523235321044922 Iteration: 43 || Clusters count: 4 || Log posterior: -261873.9425497071 || Iter Time:0.006460905075073242 || Total time:24.529696226119995 Iteration: 44 || Clusters count: 4 || Log posterior: -261814.82524355716 || Iter Time:0.007280111312866211 || Total time:24.53697633743286 Iteration: 45 || Clusters count: 4 || Log posterior: -261829.64608316933 || Iter Time:0.0074160099029541016 || Total time:24.544392347335815 Iteration: 46 || Clusters count: 4 || Log posterior: -261815.0666150689 || Iter Time:0.007227897644042969 || Total time:24.55162024497986 Iteration: 47 || Clusters count: 4 || Log posterior: -261792.88870567826 || Iter Time:0.0073680877685546875 || Total time:24.558988332748413 Iteration: 48 || Clusters count: 4 || Log posterior: -261801.2874159108 || Iter Time:0.007079124450683594 || Total time:24.566067457199097 Iteration: 49 || Clusters count: 4 || Log posterior: -261822.0465004604 || Iter Time:0.04787898063659668 || Total time:24.613946437835693 Iteration: 50 || Clusters count: 4 || Log posterior: -261786.80035609452 || Iter Time:0.007382869720458984 || Total time:24.621329307556152 Iteration: 51 || Clusters count: 4 || Log posterior: -261792.01105844943 || Iter Time:0.006031990051269531 || Total time:24.627361297607422 Iteration: 52 || Clusters count: 4 || Log posterior: -261794.98759371528 || Iter Time:0.00597691535949707 || Total time:24.63333821296692 Iteration: 53 || Clusters count: 4 || Log posterior: -261791.90757181833 || Iter Time:0.00604701042175293 || Total time:24.639385223388672 Iteration: 54 || Clusters count: 5 || Log posterior: -261468.81374284698 || Iter Time:0.007708072662353516 || Total time:24.647093296051025 Iteration: 55 || Clusters count: 6 || Log posterior: -260984.23452539044 || Iter Time:0.00767207145690918 || Total time:24.654765367507935 Iteration: 56 || Clusters count: 7 || Log posterior: -260471.63095395904 || Iter Time:0.007523059844970703 || Total time:24.662288427352905 Iteration: 57 || Clusters count: 7 || Log posterior: -260440.18430151313 || Iter Time:0.006987094879150391 || Total time:24.669275522232056 Iteration: 58 || Clusters count: 7 || Log posterior: -260408.11921451372 || Iter Time:0.007036924362182617 || Total time:24.67631244659424 Iteration: 59 || Clusters count: 7 || Log posterior: -260418.87294092536 || Iter Time:0.006840944290161133 || Total time:24.6831533908844 Iteration: 60 || Clusters count: 7 || Log posterior: -260411.1133781691 || Iter Time:0.007345914840698242 || Total time:24.690499305725098 Iteration: 61 || Clusters count: 7 || Log posterior: -260448.82042588576 || Iter Time:0.007140159606933594 || Total time:24.69763946533203 Iteration: 62 || Clusters count: 7 || Log posterior: -260354.1118548587 || Iter Time:0.007073879241943359 || Total time:24.704713344573975 Loading and distributing data: 0.000771 seconds (141 allocations: 396.023 KiB) Iteration: 63 || Clusters count: 8 || Log posterior: -260090.75910161415 || Iter Time:0.008838891983032227 || Total time:24.713552236557007 Iteration: 64 || Clusters count: 8 || Log posterior: -259859.48392464325 || Iter Time:0.007756948471069336 || Total time:24.721309185028076 Iteration: 65 || Clusters count: 8 || Log posterior: -259834.36132727444 || Iter Time:0.007211208343505859 || Total time:24.728520393371582 Iteration: 66 || Clusters count: 8 || Log posterior: -259827.84715150128 || Iter Time:0.007358074188232422 || Total time:24.735878467559814 Iteration: 67 || Clusters count: 8 || Log posterior: -259826.11448027534 || Iter Time:0.00732111930847168 || Total time:24.743199586868286 Iteration: 68 || Clusters count: 8 || Log posterior: -259808.0879860813 || Iter Time:0.007472038269042969 || Total time:24.75067162513733 Iteration: 69 || Clusters count: 10 || Log posterior: -259190.43187346385 || Iter Time:0.009882926940917969 || Total time:24.760554552078247 Iteration: 70 || Clusters count: 11 || Log posterior: -258744.74348159932 || Iter Time:0.009646177291870117 || Total time:24.770200729370117 Iteration: 71 || Clusters count: 11 || Log posterior: -258611.51065886804 || Iter Time:0.7286510467529297 || Total time:25.498851776123047 Iteration: 72 || Clusters count: 11 || Log posterior: -258596.0562071998 || Iter Time:0.034284114837646484 || Total time:25.533135890960693 Iteration: 73 || Clusters count: 11 || Log posterior: -258592.63402949757 || Iter Time:0.012067079544067383 || Total time:25.54520297050476 Iteration: 74 || Clusters count: 11 || Log posterior: -258609.0947549963 || Iter Time:0.011909008026123047 || Total time:25.557111978530884 Iteration: 75 || Clusters count: 11 || Log posterior: -258610.08771172896 || Iter Time:0.010030984878540039 || Total time:25.567142963409424 Iteration: 76 || Clusters count: 11 || Log posterior: -258609.3192001386 || Iter Time:0.009945869445800781 || Total time:25.577088832855225 Iteration: 77 || Clusters count: 11 || Log posterior: -258626.55020856208 || Iter Time:0.010126113891601562 || Total time:25.587214946746826 Iteration: 78 || Clusters count: 11 || Log posterior: -258603.39523498536 || Iter Time:0.009707927703857422 || Total time:25.596922874450684 Iteration: 79 || Clusters count: 11 || Log posterior: -258592.84075106506 || Iter Time:0.009747028350830078 || Total time:25.606669902801514 Iteration: 80 || Clusters count: 11 || Log posterior: -258610.57501681076 || Iter Time:0.009649991989135742 || Total time:25.61631989479065 Iteration: 81 || Clusters count: 11 || Log posterior: -258615.16215498105 || Iter Time:0.009358882904052734 || Total time:25.625678777694702 Iteration: 82 || Clusters count: 11 || Log posterior: -258601.0768072393 || Iter Time:0.00948786735534668 || Total time:25.63516664505005 Iteration: 83 || Clusters count: 11 || Log posterior: -258573.72951647796 || Iter Time:0.008585929870605469 || Total time:25.643752574920654 Loading and distributing data: 0.000776 seconds (141 allocations: 396.023 KiB) Iteration: 84 || Clusters count: 15 || Log posterior: -257692.934315517 || Iter Time:0.012884140014648438 || Total time:25.656636714935303 Iteration: 85 || Clusters count: 16 || Log posterior: -257026.4336749422 || Iter Time:0.025604963302612305 || Total time:25.682241678237915 Iteration: 86 || Clusters count: 16 || Log posterior: -256962.046367744 || Iter Time:0.011458158493041992 || Total time:25.693699836730957 Iteration: 87 || Clusters count: 16 || Log posterior: -256942.27606849826 || Iter Time:0.011323928833007812 || Total time:25.705023765563965 Iteration: 88 || Clusters count: 17 || Log posterior: -256521.37925186913 || Iter Time:0.011852025985717773 || Total time:25.716875791549683 Iteration: 89 || Clusters count: 17 || Log posterior: -256467.38980835536 || Iter Time:0.011382102966308594 || Total time:25.72825789451599 Iteration: 90 || Clusters count: 17 || Log posterior: -256481.19411376014 || Iter Time:0.011388063430786133 || Total time:25.739645957946777 Iteration: 91 || Clusters count: 17 || Log posterior: -256463.3806224609 || Iter Time:0.011420965194702148 || Total time:25.75106692314148 Iteration: 92 || Clusters count: 17 || Log posterior: -256468.27878644885 || Iter Time:0.011464834213256836 || Total time:25.762531757354736 Iteration: 93 || Clusters count: 17 || Log posterior: -256460.29149023202 || Iter Time:0.01176905632019043 || Total time:25.774300813674927 Iteration: 94 || Clusters count: 17 || Log posterior: -256466.7849505768 || Iter Time:0.0117950439453125 || Total time:25.78609585762024 Iteration: 95 || Clusters count: 17 || Log posterior: -256467.77322784206 || Iter Time:0.017326831817626953 || Total time:25.803422689437866 Iteration: 96 || Clusters count: 17 || Log posterior: -256467.5556627519 || 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Time:0.020889997482299805 || Total time:25.936083793640137 Iteration: 104 || Clusters count: 17 || Log posterior: -256455.5503746296 || Iter Time:0.01995396614074707 || Total time:25.956037759780884 Loading and distributing data: 0.000803 seconds (141 allocations: 396.023 KiB) Iteration: 105 || Clusters count: 19 || Log posterior: -255349.34264798896 || Iter Time:0.02124500274658203 || Total time:25.977282762527466 Iteration: 106 || Clusters count: 19 || Log posterior: -255248.7091744131 || Iter Time:0.02477097511291504 || Total time:26.00205373764038 Iteration: 107 || Clusters count: 19 || Log posterior: -255257.97878242828 || Iter Time:0.01987290382385254 || Total time:26.021926641464233 Iteration: 108 || Clusters count: 19 || Log posterior: -255251.46981016587 || Iter Time:0.019238948822021484 || Total time:26.041165590286255 Iteration: 109 || Clusters count: 19 || Log posterior: -255253.6901258996 || Iter Time:0.019383907318115234 || Total time:26.06054949760437 Iteration: 110 || 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19 || Log posterior: -255247.48940110297 || Iter Time:0.023294925689697266 || Total time:26.39288878440857 Iteration: 125 || Clusters count: 19 || Log posterior: -255247.48940110297 || Iter Time:0.025393009185791016 || Total time:26.41828179359436 Loading and distributing data: 0.000815 seconds (141 allocations: 396.023 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -254908.95915737582 || Iter Time:0.023167133331298828 || Total time:26.44144892692566 Iteration: 127 || Clusters count: 20 || Log posterior: -254838.51914864167 || Iter Time:0.022458791732788086 || Total time:26.463907718658447 Iteration: 128 || Clusters count: 20 || Log posterior: -254837.4292339323 || Iter Time:0.022183895111083984 || Total time:26.48609161376953 Iteration: 129 || Clusters count: 20 || Log posterior: -254834.25910681972 || Iter Time:0.02770709991455078 || Total time:26.513798713684082 Iteration: 130 || Clusters count: 20 || Log posterior: -254836.25165080186 || Iter Time:0.022722959518432617 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time:26.888745069503784 Iteration: 145 || Clusters count: 20 || Log posterior: -254843.57149345215 || Iter Time:0.02637505531311035 || Total time:26.915120124816895 Iteration: 146 || Clusters count: 20 || Log posterior: -254834.5806496366 || Iter Time:0.029191017150878906 || Total time:26.944311141967773 Loading and distributing data: 0.000800 seconds (141 allocations: 396.023 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -254650.43690248698 || Iter Time:0.026233911514282227 || Total time:26.970545053482056 Iteration: 148 || Clusters count: 20 || Log posterior: -254645.90563922233 || Iter Time:0.023458003997802734 || Total time:26.99400305747986 Iteration: 149 || Clusters count: 20 || Log posterior: -254641.38124980667 || Iter Time:0.028821945190429688 || Total time:27.022825002670288 Iteration: 150 || Clusters count: 20 || Log posterior: -254638.37917288073 || Iter Time:0.024617910385131836 || Total time:27.04744291305542 Iteration: 151 || Clusters count: 20 || Log 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-254634.5619985572 || Iter Time:0.029898881912231445 || Total time:27.439438581466675 Iteration: 166 || Clusters count: 20 || Log posterior: -254636.03716658847 || Iter Time:0.025981903076171875 || Total time:27.465420484542847 Iteration: 167 || Clusters count: 20 || Log posterior: -254636.03716658847 || Iter Time:0.023972034454345703 || Total time:27.489392518997192 Loading and distributing data: 0.000792 seconds (141 allocations: 396.023 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -254740.06905587122 || Iter Time:0.02503800392150879 || Total time:27.5144305229187 Iteration: 169 || Clusters count: 20 || Log posterior: -254710.8161531724 || Iter Time:0.02793097496032715 || Total time:27.54236149787903 Iteration: 170 || Clusters count: 20 || Log posterior: -254715.49269477383 || Iter Time:0.02307915687561035 || Total time:27.56544065475464 Iteration: 171 || Clusters count: 20 || Log posterior: -254712.6316609087 || Iter Time:0.023188114166259766 || Total 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time:27.757622718811035 Iteration: 179 || Clusters count: 20 || Log posterior: -254714.47227071118 || Iter Time:0.02693486213684082 || Total time:27.784557580947876 Iteration: 180 || Clusters count: 20 || Log posterior: -254718.40736129528 || Iter Time:0.022665977478027344 || Total time:27.807223558425903 Iteration: 181 || Clusters count: 20 || Log posterior: -254718.40736129528 || Iter Time:0.0224001407623291 || Total time:27.829623699188232 Iteration: 182 || Clusters count: 20 || Log posterior: -254719.55564061683 || Iter Time:0.0274808406829834 || Total time:27.857104539871216 Iteration: 183 || Clusters count: 20 || Log posterior: -254715.3038093271 || Iter Time:0.02428913116455078 || Total time:27.881393671035767 Iteration: 184 || Clusters count: 20 || Log posterior: -254718.42976511244 || Iter Time:0.025761842727661133 || Total time:27.907155513763428 Iteration: 185 || Clusters count: 20 || Log posterior: -254720.1346836974 || Iter Time:0.025609970092773438 || Total time:27.9327654838562 Iteration: 186 || Clusters count: 20 || Log posterior: -254711.30914896983 || Iter Time:0.03062605857849121 || Total time:27.963391542434692 Iteration: 187 || Clusters count: 20 || Log posterior: -254711.30914896983 || Iter Time:0.026198148727416992 || Total time:27.98958969116211 Iteration: 188 || Clusters count: 20 || Log posterior: -254711.30914896983 || Iter Time:0.024769067764282227 || Total time:28.01435875892639 Loading and distributing data: 0.000821 seconds (141 allocations: 396.023 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254507.9631419438 || Iter Time:0.030148983001708984 || Total time:28.0445077419281 Iteration: 190 || Clusters count: 20 || Log posterior: -254481.30176393813 || Iter Time:0.022882938385009766 || Total time:28.06739068031311 Iteration: 191 || Clusters count: 20 || Log posterior: -254480.03154558965 || Iter Time:0.0222320556640625 || Total time:28.089622735977173 Iteration: 192 || Clusters count: 20 || Log posterior: -254481.41593281433 || Iter Time:0.02712392807006836 || Total time:28.11674666404724 Iteration: 193 || Clusters count: 20 || Log posterior: -254477.95269224737 || Iter Time:0.023551225662231445 || Total time:28.140297889709473 Iteration: 194 || Clusters count: 20 || Log posterior: -254476.0065214102 || Iter Time:0.02266407012939453 || Total time:28.162961959838867 Iteration: 195 || Clusters count: 20 || Log posterior: -254393.91976491598 || Iter Time:0.022992849349975586 || Total time:28.185954809188843 Iteration: 196 || Clusters count: 20 || Log posterior: -254391.99246354104 || Iter Time:0.026627063751220703 || Total time:28.212581872940063 Iteration: 197 || Clusters count: 20 || Log posterior: -254389.06184271796 || Iter Time:0.021884918212890625 || Total time:28.234466791152954 Iteration: 198 || Clusters count: 20 || Log posterior: -254389.06184271796 || Iter Time:0.020823001861572266 || Total time:28.255289793014526 Iteration: 199 || Clusters count: 20 || Log posterior: -254389.62296676604 || Iter Time:0.02491021156311035 || Total time:28.280200004577637 Iteration: 200 || Clusters count: 20 || Log posterior: -254389.78944441205 || Iter Time:0.022145986557006836 || Total time:28.302345991134644 Iteration: 201 || Clusters count: 20 || Log posterior: -254390.57910236673 || Iter Time:0.02165699005126953 || Total time:28.324002981185913 Iteration: 202 || Clusters count: 20 || Log posterior: -254394.5930025482 || Iter Time:0.02277994155883789 || Total time:28.34678292274475 Iteration: 203 || Clusters count: 20 || Log posterior: -254391.310666894 || Iter Time:0.028343915939331055 || Total time:28.375126838684082 Iteration: 204 || Clusters count: 20 || Log posterior: -254390.66714426538 || Iter Time:0.024183988571166992 || Total time:28.39931082725525 Iteration: 205 || Clusters count: 20 || Log posterior: -254391.310666894 || Iter Time:0.024448871612548828 || Total time:28.423759698867798 Iteration: 206 || Clusters count: 20 || Log posterior: -254389.2618736415 || Iter Time:0.028685808181762695 || Total time:28.45244550704956 Iteration: 207 || Clusters count: 20 || Log posterior: -254389.2618736415 || Iter Time:0.024617910385131836 || Total time:28.477063417434692 Iteration: 208 || Clusters count: 20 || Log posterior: -254389.2618736415 || Iter Time:0.02462482452392578 || Total time:28.501688241958618 Iteration: 209 || Clusters count: 20 || Log posterior: -254389.2618736415 || Iter Time:0.023968219757080078 || Total time:28.5256564617157 NMI: 0.798154430670468 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m28.4s [108746, 27213, 47701, 4149, 80415, 36879, 60627, 45945, 2129, 21422, 15240, 7498, 135780, 12206, 24094, 184524, 22762, 82858, 14772, 65040] Loading and distributing data: 0.000360 seconds (141 allocations: 13.211 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7292.47842438214 || Iter Time:4.657849073410034 || Total time:4.657849073410034 Iteration: 1 || Clusters count: 1 || Log posterior: -7292.47842438214 || Iter Time:0.0031440258026123047 || Total time:4.6609930992126465 Iteration: 2 || Clusters count: 1 || Log posterior: -7292.47842438214 || Iter Time:0.0019698143005371094 || Total time:4.662962913513184 Iteration: 3 || Clusters count: 1 || Log posterior: -7292.47842438214 || Iter Time:0.0016939640045166016 || Total time:4.6646568775177 Iteration: 4 || Clusters count: 1 || Log posterior: -7292.47842438214 || Iter Time:0.0018129348754882812 || Total time:4.6664698123931885 Iteration: 5 || Clusters count: 1 || Log posterior: -7292.47842438214 || Iter Time:0.0016520023345947266 || Total time:4.668121814727783 Iteration: 6 || Clusters count: 1 || Log posterior: -7292.47842438214 || Iter Time:0.0016350746154785156 || Total time:4.669756889343262 Iteration: 7 || Clusters count: 1 || Log posterior: -7292.47842438214 || Iter Time:0.0016329288482666016 || Total time:4.671389818191528 Iteration: 8 || Clusters count: 2 || Log posterior: -6938.986954393266 || Iter Time:0.14711213111877441 || Total time:4.818501949310303 Iteration: 9 || Clusters count: 2 || Log posterior: -6938.986954393266 || Iter Time:0.002331972122192383 || Total time:4.820833921432495 Iteration: 10 || Clusters count: 2 || Log posterior: -6943.8652956399565 || Iter Time:0.002268075942993164 || Total time:4.823101997375488 Iteration: 11 || Clusters count: 2 || Log posterior: -6938.986954393266 || Iter Time:0.002315998077392578 || Total time:4.825417995452881 Iteration: 12 || Clusters count: 2 || Log posterior: -6938.986954393266 || Iter Time:0.002168893814086914 || Total time:4.827586889266968 Iteration: 13 || Clusters count: 2 || Log posterior: -6938.986954393266 || Iter Time:0.0022339820861816406 || Total time:4.829820871353149 Iteration: 14 || Clusters count: 2 || Log posterior: -6944.123856843411 || Iter Time:0.0021779537200927734 || Total time:4.831998825073242 Iteration: 15 || Clusters count: 2 || Log posterior: -6938.986954393266 || Iter Time:0.0021550655364990234 || Total time:4.834153890609741 Iteration: 16 || Clusters count: 2 || Log posterior: -6938.986954393266 || Iter Time:0.0021910667419433594 || Total time:4.836344957351685 Iteration: 17 || Clusters count: 2 || Log posterior: -6943.522726134828 || Iter Time:0.0022690296173095703 || Total time:4.838613986968994 Iteration: 18 || Clusters count: 4 || Log posterior: -6606.657918758305 || Iter Time:0.007050037384033203 || Total time:4.845664024353027 Iteration: 19 || Clusters count: 4 || Log posterior: -6606.657918758305 || Iter Time:0.003242969512939453 || Total time:4.848906993865967 Iteration: 20 || Clusters count: 4 || Log posterior: -6614.798855298504 || Iter Time:0.003014087677001953 || Total time:4.851921081542969 Iteration: 21 || Clusters count: 4 || Log posterior: -6610.9233291349465 || Iter Time:0.002785921096801758 || Total time:4.8547070026397705 Iteration: 22 || Clusters count: 4 || Log posterior: -6606.657918758305 || Iter Time:0.0028100013732910156 || Total time:4.8575170040130615 Iteration: 23 || Clusters count: 4 || Log posterior: -6606.657918758305 || Iter Time:0.0028040409088134766 || Total time:4.860321044921875 Iteration: 24 || Clusters count: 4 || Log posterior: -6606.657918758305 || Iter Time:0.0028519630432128906 || Total time:4.863173007965088 Iteration: 25 || Clusters count: 4 || Log posterior: -6611.487215772402 || Iter Time:0.002846956253051758 || Total time:4.86601996421814 Iteration: 26 || Clusters count: 4 || Log posterior: -6606.657918758305 || Iter Time:0.0028228759765625 || Total time:4.868842840194702 Iteration: 27 || Clusters count: 4 || Log posterior: -6606.657918758305 || Iter Time:0.0028460025787353516 || Total time:4.8716888427734375 Iteration: 28 || Clusters count: 7 || Log posterior: -6022.9874659358065 || Iter Time:0.00790095329284668 || Total time:4.879589796066284 Iteration: 29 || Clusters count: 7 || Log posterior: -5987.184775857547 || Iter Time:0.004050016403198242 || Total time:4.883639812469482 Iteration: 30 || Clusters count: 7 || Log posterior: -5977.413010983813 || Iter Time:1.3061139583587646 || Total time:6.189753770828247 true [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6] [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6] Loading and distributing data: 0.000368 seconds (141 allocations: 13.211 KiB) Iteration: 31 || Clusters count: 7 || Log posterior: -5782.908276906113 || Iter Time:0.030180931091308594 || Total time:6.219934701919556 Iteration: 32 || Clusters count: 7 || Log posterior: -5772.346480512906 || Iter Time:0.01675105094909668 || Total time:6.236685752868652 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 33 || Clusters count: 7 || Log posterior: -4854.616763564535 || Iter Time:0.004216194152832031 || Total time:6.240901947021484 Iteration: 34 || Clusters count: 7 || Log posterior: -4845.156093681608 || Iter Time:0.017924070358276367 || Total time:6.258826017379761 Loading and distributing data: 0.000216 seconds (141 allocations: 13.211 KiB) Iteration: 35 || Clusters count: 7 || Log posterior: -4586.8411523345885 || Iter Time:0.004266023635864258 || Total time:6.263092041015625 Iteration: 36 || Clusters count: 7 || Log posterior: -4581.584927861995 || Iter Time:0.017325878143310547 || Total time:6.2804179191589355 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 37 || Clusters count: 7 || Log posterior: -4554.634689344062 || Iter Time:0.00426483154296875 || Total time:6.284682750701904 Iteration: 38 || Clusters count: 7 || Log posterior: -4551.715488719866 || Iter Time:0.0171968936920166 || Total time:6.301879644393921 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 39 || Clusters count: 7 || Log posterior: -4537.914846003796 || Iter Time:0.004296064376831055 || Total time:6.306175708770752 Iteration: 40 || Clusters count: 7 || Log posterior: -4526.313398593944 || Iter Time:0.016609907150268555 || Total time:6.3227856159210205 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 41 || Clusters count: 7 || Log posterior: -4487.710573934094 || Iter Time:0.004523038864135742 || Total time:6.327308654785156 Iteration: 42 || Clusters count: 7 || Log posterior: -4486.361568010376 || Iter Time:0.01595306396484375 || Total time:6.34326171875 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 43 || Clusters 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Iteration: 71 || Clusters count: 12 || Log posterior: -3493.343141049664 || Iter Time:0.010685920715332031 || Total time:7.073620080947876 Iteration: 72 || Clusters count: 12 || Log posterior: -3458.4829306645597 || Iter Time:0.030369043350219727 || Total time:7.103989124298096 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 73 || Clusters count: 12 || Log posterior: -3337.297537666436 || Iter Time:0.010529041290283203 || Total time:7.114518165588379 Iteration: 74 || Clusters count: 12 || Log posterior: -3331.629108773222 || Iter Time:0.027575969696044922 || Total time:7.142094135284424 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 75 || Clusters count: 12 || Log posterior: -3299.75477000654 || Iter Time:0.009233951568603516 || Total time:7.151328086853027 Iteration: 76 || Clusters count: 12 || Log posterior: -3299.75477000654 || Iter Time:0.02764582633972168 || Total time:7.178973913192749 Loading and 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Iteration: 88 || Clusters count: 12 || Log posterior: -3255.2389612530346 || Iter Time:0.029041051864624023 || Total time:7.464161157608032 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 89 || Clusters count: 12 || Log posterior: -3240.180204564388 || Iter Time:0.010977029800415039 || Total time:7.475138187408447 Iteration: 90 || Clusters count: 12 || Log posterior: -3240.180204564388 || Iter Time:0.02932000160217285 || Total time:7.50445818901062 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 91 || Clusters count: 12 || Log posterior: -3290.4353378081973 || Iter Time:0.011913061141967773 || Total time:7.516371250152588 Iteration: 92 || Clusters count: 12 || Log posterior: -3290.4353378081973 || Iter Time:0.029581069946289062 || Total time:7.545952320098877 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 93 || Clusters count: 12 || Log posterior: 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Log posterior: -3248.9012599709226 || Iter Time:0.011831045150756836 || Total time:8.177931785583496 Iteration: 122 || Clusters count: 13 || Log posterior: -3246.1950734655297 || Iter Time:0.03175210952758789 || Total time:8.209683895111084 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 123 || Clusters count: 13 || Log posterior: -3244.168095627641 || Iter Time:0.012194156646728516 || Total time:8.221878051757812 Iteration: 124 || Clusters count: 13 || Log posterior: -3243.6484420572156 || Iter Time:0.030562162399291992 || Total time:8.252440214157104 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 125 || Clusters count: 13 || Log posterior: -3271.7477992568074 || Iter Time:0.01164698600769043 || Total time:8.264087200164795 Iteration: 126 || Clusters count: 13 || Log posterior: -3262.31210123833 || Iter Time:0.030753135681152344 || Total time:8.294840335845947 Loading and distributing data: 0.000180 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138 || Clusters count: 13 || Log posterior: -3259.9922707035857 || Iter Time:0.03196001052856445 || Total time:8.556671380996704 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 139 || Clusters count: 13 || Log posterior: -3279.159863283855 || Iter Time:0.01187586784362793 || Total time:8.568547248840332 Iteration: 140 || Clusters count: 13 || Log posterior: -3275.9273601204395 || Iter Time:0.03450608253479004 || Total time:8.603053331375122 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 141 || Clusters count: 13 || Log posterior: -3247.0625187174223 || Iter Time:0.01134181022644043 || Total time:8.614395141601562 Iteration: 142 || Clusters count: 13 || Log posterior: -3247.0625187174223 || Iter Time:0.030993938446044922 || Total time:8.645389080047607 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 143 || Clusters count: 13 || Log posterior: -3250.1553740979257 || 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Iteration: 149 || Clusters count: 13 || Log posterior: -3274.665364344809 || Iter Time:0.012101888656616211 || Total time:8.819195747375488 Iteration: 150 || Clusters count: 13 || Log posterior: -3269.326337254499 || Iter Time:0.030694961547851562 || Total time:8.84989070892334 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 151 || Clusters count: 13 || Log posterior: -3244.877474030688 || Iter Time:0.01275181770324707 || Total time:8.862642526626587 Iteration: 152 || Clusters count: 13 || Log posterior: -3244.587166490751 || Iter Time:0.033020973205566406 || Total time:8.895663499832153 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 153 || Clusters count: 13 || Log posterior: -3241.893927550691 || Iter Time:0.012753009796142578 || Total time:8.908416509628296 Iteration: 154 || Clusters count: 13 || Log posterior: -3241.8959216132534 || Iter Time:0.031787872314453125 || Total time:8.940204381942749 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 155 || Clusters count: 13 || Log posterior: -3306.6574354971317 || Iter Time:0.011828899383544922 || Total time:8.952033281326294 Iteration: 156 || Clusters count: 13 || Log posterior: -3296.4812257176663 || Iter Time:0.03166007995605469 || Total time:8.983693361282349 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 157 || Clusters count: 13 || Log posterior: -3266.2319556653083 || Iter Time:0.013073205947875977 || Total time:8.996766567230225 Iteration: 158 || Clusters count: 13 || Log posterior: -3249.357985166556 || Iter Time:0.03237414360046387 || Total time:9.029140710830688 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 159 || Clusters count: 13 || Log posterior: -3234.7979711039375 || Iter Time:0.011528968811035156 || Total time:9.040669679641724 Iteration: 160 || Clusters count: 13 || Log posterior: -3227.6591229327382 || Iter Time:0.03131389617919922 || Total time:9.071983575820923 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 161 || Clusters count: 13 || Log posterior: -3237.494628505902 || Iter Time:0.011754035949707031 || Total time:9.08373761177063 Iteration: 162 || Clusters count: 13 || Log posterior: -3222.2318749038513 || Iter Time:0.03125810623168945 || Total time:9.11499571800232 Loading and distributing data: 0.000211 seconds (141 allocations: 13.211 KiB) Iteration: 163 || Clusters count: 13 || Log posterior: -3218.090536212347 || Iter Time:0.013226032257080078 || Total time:9.1282217502594 Iteration: 164 || Clusters count: 13 || Log posterior: -3218.090536212347 || Iter Time:0.03248715400695801 || Total time:9.160708904266357 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 165 || Clusters count: 13 || Log posterior: -3203.134352873127 || Iter Time:0.012748956680297852 || Total 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Log posterior: -3226.147200201447 || Iter Time:0.012008905410766602 || Total time:9.31099557876587 Iteration: 172 || Clusters count: 13 || Log posterior: -3213.001007794813 || Iter Time:0.03185606002807617 || Total time:9.342851638793945 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 173 || Clusters count: 13 || Log posterior: -3261.9578227893253 || Iter Time:0.012765884399414062 || Total time:9.35561752319336 Iteration: 174 || Clusters count: 13 || Log posterior: -3247.622478044369 || Iter Time:0.034028053283691406 || Total time:9.38964557647705 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 175 || Clusters count: 13 || Log posterior: -3257.7991404952586 || Iter Time:0.01239013671875 || Total time:9.4020357131958 Iteration: 176 || Clusters count: 13 || Log posterior: -3254.9910885670424 || Iter Time:0.03230714797973633 || Total time:9.434342861175537 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 177 || Clusters count: 13 || Log posterior: -3280.915334184824 || Iter Time:0.03510308265686035 || Total time:9.469445943832397 Iteration: 178 || Clusters count: 13 || Log posterior: -3269.5135759878226 || Iter Time:0.03339791297912598 || Total time:9.502843856811523 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 179 || Clusters count: 13 || Log posterior: -3277.8370873510917 || Iter Time:0.012495994567871094 || Total time:9.515339851379395 Iteration: 180 || Clusters count: 13 || Log posterior: -3267.8015218876994 || Iter Time:0.033010005950927734 || Total time:9.548349857330322 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 181 || Clusters count: 13 || Log posterior: -3283.1575481346154 || Iter Time:0.012491941452026367 || Total time:9.560841798782349 Iteration: 182 || Clusters count: 13 || Log posterior: -3279.9376998804537 || Iter Time:0.031045198440551758 || Total time:9.5918869972229 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 183 || Clusters count: 13 || Log posterior: -3249.794198759783 || Iter Time:0.012816905975341797 || Total time:9.604703903198242 Iteration: 184 || Clusters count: 13 || Log posterior: -3239.1853732839486 || Iter Time:0.03252911567687988 || Total time:9.637233018875122 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 185 || Clusters count: 13 || Log posterior: -3224.506765962422 || Iter Time:0.011646032333374023 || Total time:9.648879051208496 Iteration: 186 || Clusters count: 13 || Log posterior: -3208.1293298786477 || Iter Time:0.032302141189575195 || Total time:9.681181192398071 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 187 || Clusters count: 13 || Log posterior: -3261.4475916491406 || Iter Time:0.011823892593383789 || Total time:9.693005084991455 Iteration: 188 || Clusters count: 13 || Log posterior: -3252.405534512542 || Iter Time:0.03075098991394043 || Total time:9.723756074905396 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 189 || Clusters count: 13 || Log posterior: -3273.360565727462 || Iter Time:0.011228084564208984 || Total time:9.734984159469604 Iteration: 190 || Clusters count: 13 || Log posterior: -3262.8846950988645 || Iter Time:0.030730009078979492 || Total time:9.765714168548584 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 191 || Clusters count: 13 || Log posterior: -3217.0089762264024 || Iter Time:0.011957883834838867 || Total time:9.777672052383423 Iteration: 192 || Clusters count: 13 || Log posterior: -3216.0791119207483 || Iter Time:0.03052687644958496 || Total time:9.808198928833008 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 193 || Clusters count: 13 || Log posterior: -3209.827016531877 || Iter Time:0.011548995971679688 || Total time:9.819747924804688 Iteration: 194 || Clusters count: 13 || Log posterior: -3207.6957794315103 || Iter Time:0.030420780181884766 || Total time:9.850168704986572 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 195 || Clusters count: 13 || Log posterior: -3210.6273964348097 || Iter Time:0.011390924453735352 || Total time:9.861559629440308 Iteration: 196 || Clusters count: 13 || Log posterior: -3209.3259815544493 || Iter Time:0.030249834060668945 || Total time:9.891809463500977 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 197 || Clusters count: 13 || Log posterior: -3259.7790958711166 || Iter Time:0.011446952819824219 || Total time:9.9032564163208 Iteration: 198 || Clusters count: 13 || Log posterior: -3256.2444994261373 || Iter Time:0.02965378761291504 || Total time:9.932910203933716 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 199 || Clusters count: 13 || Log posterior: -3238.1652647633096 || Iter Time:0.011422872543334961 || Total time:9.94433307647705 Iteration: 200 || Clusters count: 13 || Log posterior: -3238.1652647633096 || Iter Time:0.02989792823791504 || Total time:9.974231004714966 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 201 || Clusters count: 13 || Log posterior: -3233.718336629841 || Iter Time:0.011152982711791992 || Total time:9.985383987426758 Iteration: 202 || Clusters count: 13 || Log posterior: -3229.452094239654 || Iter Time:0.0299680233001709 || Total time:10.015352010726929 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 203 || Clusters count: 13 || Log posterior: -3297.5970175984216 || Iter Time:0.011261940002441406 || Total time:10.02661395072937 Iteration: 204 || Clusters count: 13 || Log posterior: -3285.7691626785686 || Iter Time:0.029720067977905273 || Total time:10.056334018707275 Loading and distributing 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Iteration: 216 || Clusters count: 13 || Log posterior: -3237.584289356537 || Iter Time:0.029877901077270508 || Total time:10.328441143035889 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 217 || Clusters count: 13 || Log posterior: -3230.3915706629136 || Iter Time:0.01147007942199707 || Total time:10.339911222457886 Iteration: 218 || Clusters count: 13 || Log posterior: -3228.6207655705334 || Iter Time:0.030678987503051758 || Total time:10.370590209960938 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 219 || Clusters count: 13 || Log posterior: -3251.8913344505 || Iter Time:0.01134490966796875 || Total time:10.381935119628906 Iteration: 220 || Clusters count: 13 || Log posterior: -3241.828596469805 || Iter Time:0.031028032302856445 || Total time:10.412963151931763 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 221 || Clusters count: 13 || Log posterior: -3271.0589926822513 || Iter Time:0.012099027633666992 || Total time:10.42506217956543 Iteration: 222 || Clusters count: 13 || Log posterior: -3259.7756214358383 || Iter Time:0.02977895736694336 || Total time:10.454841136932373 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 223 || Clusters count: 13 || Log posterior: -3292.53080849751 || Iter Time:0.01117706298828125 || Total time:10.466018199920654 Iteration: 224 || Clusters count: 13 || Log posterior: -3282.576884176241 || Iter Time:0.02970099449157715 || Total time:10.495719194412231 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 225 || Clusters count: 13 || Log posterior: -3256.7547894738905 || Iter Time:0.011213064193725586 || Total time:10.506932258605957 Iteration: 226 || Clusters count: 13 || Log posterior: -3253.227311256655 || Iter Time:0.032362937927246094 || Total time:10.539295196533203 Loading and distributing data: 0.000186 seconds (141 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count: 13 || Log posterior: -3251.4055391791826 || Iter Time:0.0520479679107666 || Total time:10.812880992889404 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 239 || Clusters count: 13 || Log posterior: -3214.9192774607045 || Iter Time:0.01117706298828125 || Total time:10.824058055877686 Iteration: 240 || Clusters count: 13 || Log posterior: -3207.537258640909 || Iter Time:0.0297849178314209 || Total time:10.853842973709106 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 241 || Clusters count: 14 || Log posterior: -3207.1332348468554 || Iter Time:0.012072086334228516 || Total time:10.865915060043335 Iteration: 242 || Clusters count: 13 || Log posterior: -3198.649560418825 || Iter Time:0.03462815284729004 || Total time:10.900543212890625 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 243 || Clusters count: 13 || Log posterior: -3216.6977842391916 || Iter Time:0.011471986770629883 || Total time:10.912015199661255 Iteration: 244 || Clusters count: 13 || Log posterior: -3203.9288487328276 || Iter Time:0.030951976776123047 || Total time:10.942967176437378 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 245 || Clusters count: 13 || Log posterior: -3253.2010313240576 || Iter Time:0.012042999267578125 || Total time:10.955010175704956 Iteration: 246 || Clusters count: 13 || Log posterior: -3251.811057143305 || Iter Time:0.0316929817199707 || Total time:10.986703157424927 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 247 || Clusters count: 13 || Log posterior: -3249.0640661366224 || Iter Time:0.011361122131347656 || Total time:10.998064279556274 Iteration: 248 || Clusters count: 13 || Log posterior: -3245.2335398746927 || Iter Time:0.03474688529968262 || Total time:11.032811164855957 Loading and distributing data: 0.000213 seconds (141 allocations: 13.211 KiB) Iteration: 249 || Clusters count: 13 || Log posterior: -3250.889924985168 || Iter Time:0.011868953704833984 || Total time:11.044680118560791 Iteration: 250 || Clusters count: 13 || Log posterior: -3245.3399333319276 || Iter Time:0.030799150466918945 || Total time:11.07547926902771 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 251 || Clusters count: 13 || Log posterior: -3234.525456877324 || Iter Time:0.011968851089477539 || Total time:11.087448120117188 Iteration: 252 || Clusters count: 13 || Log posterior: -3225.2225580983063 || Iter Time:0.03228592872619629 || Total time:11.119734048843384 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 253 || Clusters count: 13 || Log posterior: -3222.9893329094148 || Iter Time:0.011837005615234375 || Total time:11.131571054458618 Iteration: 254 || Clusters count: 13 || Log posterior: -3220.1323773291288 || Iter Time:0.03241086006164551 || Total 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|| Log posterior: -3206.613121818754 || Iter Time:0.029208898544311523 || Total time:11.302849769592285 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 261 || Clusters count: 13 || Log posterior: -3198.857320907039 || Iter Time:0.011134147644042969 || Total time:11.313983917236328 Iteration: 262 || Clusters count: 13 || Log posterior: -3196.0454960452153 || Iter Time:0.030061960220336914 || Total time:11.344045877456665 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 263 || Clusters count: 13 || Log posterior: -3173.433933721961 || Iter Time:0.01117706298828125 || Total time:11.355222940444946 Iteration: 264 || Clusters count: 13 || Log posterior: -3173.1492379529786 || Iter Time:0.029362916946411133 || Total time:11.384585857391357 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 265 || Clusters count: 14 || Log posterior: -3252.2489000750775 || Iter 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Iteration: 271 || Clusters count: 13 || Log posterior: -3228.883007610882 || Iter Time:0.010434865951538086 || Total time:11.563985586166382 Iteration: 272 || Clusters count: 13 || Log posterior: -3225.1072372999165 || Iter Time:0.030038118362426758 || Total time:11.594023704528809 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 273 || Clusters count: 13 || Log posterior: -3220.9638004946937 || Iter Time:0.010684967041015625 || Total time:11.604708671569824 Iteration: 274 || Clusters count: 13 || Log posterior: -3218.408896423346 || Iter Time:0.02926802635192871 || Total time:11.633976697921753 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 275 || Clusters count: 14 || Log posterior: -3226.4271514565617 || Iter Time:0.011429786682128906 || Total time:11.645406484603882 Iteration: 276 || Clusters count: 14 || Log posterior: -3219.399258448856 || Iter Time:0.03161883354187012 || Total 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Log posterior: -3250.89476671697 || Iter Time:0.030610084533691406 || Total time:11.805602312088013 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 283 || Clusters count: 13 || Log posterior: -3277.5984916610937 || Iter Time:0.011873006820678711 || Total time:11.817475318908691 Iteration: 284 || Clusters count: 13 || Log posterior: -3261.222526468255 || Iter Time:0.02982616424560547 || Total time:11.847301483154297 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 285 || Clusters count: 13 || Log posterior: -3279.9341350809627 || Iter Time:0.011200189590454102 || Total time:11.858501672744751 Iteration: 286 || Clusters count: 13 || Log posterior: -3279.23933274716 || Iter Time:0.030517101287841797 || Total time:11.889018774032593 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 287 || Clusters count: 13 || Log posterior: -3243.894225621256 || Iter 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Iteration: 293 || Clusters count: 13 || Log posterior: -3277.199478494193 || Iter Time:0.011434078216552734 || Total time:12.031193017959595 Iteration: 294 || Clusters count: 13 || Log posterior: -3259.478499118403 || Iter Time:0.05251717567443848 || Total time:12.083710193634033 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 295 || Clusters count: 13 || Log posterior: -3305.6142610110055 || Iter Time:0.011682987213134766 || Total time:12.095393180847168 Iteration: 296 || Clusters count: 13 || Log posterior: -3288.175268201747 || Iter Time:0.0300290584564209 || Total time:12.125422239303589 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 297 || Clusters count: 13 || Log posterior: -3269.0538735759037 || Iter Time:0.011625051498413086 || Total time:12.137047290802002 Iteration: 298 || Clusters count: 13 || Log posterior: -3252.64318474291 || Iter Time:0.030527830123901367 || Total time:12.167575120925903 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-3321.4680478061637 || Iter Time:0.03547096252441406 || Total time:12.301145315170288 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 305 || Clusters count: 14 || Log posterior: -3309.0750261013304 || Iter Time:0.012608051300048828 || Total time:12.313753366470337 Iteration: 306 || Clusters count: 14 || Log posterior: -3287.754961530281 || Iter Time:0.034880876541137695 || Total time:12.348634243011475 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 307 || Clusters count: 13 || Log posterior: -3241.228528473592 || Iter Time:0.012126922607421875 || Total time:12.360761165618896 Iteration: 308 || Clusters count: 13 || Log posterior: -3238.290522440912 || Iter Time:0.03212904930114746 || Total time:12.392890214920044 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 309 || Clusters count: 13 || Log posterior: -3197.049094131375 || Iter Time:0.011739969253540039 || Total 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|| Log posterior: -3289.8728936781686 || Iter Time:0.012090921401977539 || Total time:12.542521715164185 Iteration: 316 || Clusters count: 13 || Log posterior: -3282.019182753083 || Iter Time:0.031890153884887695 || Total time:12.574411869049072 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 317 || Clusters count: 13 || Log posterior: -3291.2633626457705 || Iter Time:0.011780977249145508 || Total time:12.586192846298218 Iteration: 318 || Clusters count: 13 || Log posterior: -3283.0916453830882 || Iter Time:0.030560016632080078 || Total time:12.616752862930298 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 319 || Clusters count: 13 || Log posterior: -3256.786850600102 || Iter Time:0.011888980865478516 || Total time:12.628641843795776 Iteration: 320 || Clusters count: 13 || Log posterior: -3253.4989059279646 || Iter Time:0.05345296859741211 || Total time:12.682094812393188 Loading and distributing data: 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Iteration: 332 || Clusters count: 13 || Log posterior: -3193.368464275849 || Iter Time:0.03120112419128418 || Total time:12.94723892211914 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 333 || Clusters count: 13 || Log posterior: -3199.1206454792014 || Iter Time:0.012030839920043945 || Total time:12.959269762039185 Iteration: 334 || Clusters count: 13 || Log posterior: -3192.9131814277366 || Iter Time:0.0308380126953125 || Total time:12.990107774734497 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 335 || Clusters count: 13 || Log posterior: -3230.818134192977 || Iter Time:0.013287067413330078 || Total time:13.003394842147827 Iteration: 336 || Clusters count: 13 || Log posterior: -3229.995038472694 || Iter Time:0.03204703330993652 || Total time:13.035441875457764 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 337 || Clusters count: 13 || Log posterior: 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Iteration: 365 || Clusters count: 13 || Log posterior: -3252.9871765824582 || Iter Time:0.01227712631225586 || Total time:13.665056943893433 Iteration: 366 || Clusters count: 13 || Log posterior: -3232.3796590349457 || Iter Time:0.030334949493408203 || Total time:13.69539189338684 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 367 || Clusters count: 13 || Log posterior: -3286.825625647428 || Iter Time:0.011523962020874023 || Total time:13.706915855407715 Iteration: 368 || Clusters count: 13 || Log posterior: -3284.0307081322953 || Iter Time:0.030469894409179688 || Total time:13.737385749816895 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 369 || Clusters count: 13 || Log posterior: -3317.965136162338 || Iter Time:0.010718107223510742 || Total time:13.748103857040405 Iteration: 370 || Clusters count: 13 || Log posterior: -3303.447980620276 || Iter Time:0.028696060180664062 || Total 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Iteration: 387 || Clusters count: 13 || Log posterior: -3223.949972649338 || Iter Time:0.013210773468017578 || Total time:14.158751010894775 Iteration: 388 || Clusters count: 13 || Log posterior: -3220.185085729028 || Iter Time:0.03203701972961426 || Total time:14.19078803062439 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 389 || Clusters count: 13 || Log posterior: -3266.0399923817554 || Iter Time:0.012302875518798828 || Total time:14.203090906143188 Iteration: 390 || Clusters count: 13 || Log posterior: -3258.8231269138028 || Iter Time:0.03203082084655762 || Total time:14.235121726989746 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 391 || Clusters count: 13 || Log posterior: -3300.451666034177 || Iter Time:0.011688947677612305 || Total time:14.246810674667358 Iteration: 392 || Clusters count: 13 || Log posterior: -3296.284170681758 || Iter Time:0.032377004623413086 || Total time:14.279187679290771 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Iteration: 459 || Clusters count: 15 || Log posterior: -3293.67272610399 || Iter Time:0.013087034225463867 || Total time:15.85956621170044 Iteration: 460 || Clusters count: 13 || Log posterior: -3269.351287387192 || Iter Time:0.035713911056518555 || Total time:15.895280122756958 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 461 || Clusters count: 13 || Log posterior: -3230.6640737388752 || Iter Time:0.011533975601196289 || Total time:15.906814098358154 Iteration: 462 || Clusters count: 13 || Log posterior: -3227.3059599243406 || Iter Time:0.03189897537231445 || Total time:15.938713073730469 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 463 || Clusters count: 13 || Log posterior: -3207.0217158808423 || Iter Time:0.010800838470458984 || Total time:15.949513912200928 Iteration: 464 || Clusters count: 13 || Log posterior: -3203.4796694921297 || Iter Time:0.029931068420410156 || Total 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Iteration: 481 || Clusters count: 13 || Log posterior: -3282.974516041713 || Iter Time:0.011525154113769531 || Total time:16.337586641311646 Iteration: 482 || Clusters count: 13 || Log posterior: -3278.3570094718266 || Iter Time:0.03149604797363281 || Total time:16.36908268928528 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 483 || Clusters count: 13 || Log posterior: -3227.054739073487 || Iter Time:0.012050867080688477 || Total time:16.381133556365967 Iteration: 484 || Clusters count: 13 || Log posterior: -3223.3184085246226 || Iter Time:0.05323290824890137 || Total time:16.434366464614868 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 485 || Clusters count: 13 || Log posterior: -3286.9687310210816 || Iter Time:0.013211965560913086 || Total time:16.44757843017578 Iteration: 486 || Clusters count: 13 || Log posterior: -3271.3363971197923 || Iter Time:0.03291201591491699 || Total time:16.4804904460907 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-3301.584357074925 || Iter Time:0.031185150146484375 || Total time:16.613288402557373 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 493 || Clusters count: 13 || Log posterior: -3306.681338115697 || Iter Time:0.011545896530151367 || Total time:16.624834299087524 Iteration: 494 || Clusters count: 13 || Log posterior: -3295.501096668931 || Iter Time:0.030292034149169922 || Total time:16.655126333236694 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 495 || Clusters count: 13 || Log posterior: -3297.2244290837566 || Iter Time:0.011347055435180664 || Total time:16.666473388671875 Iteration: 496 || Clusters count: 13 || Log posterior: -3292.7795405449406 || Iter Time:0.02979111671447754 || Total time:16.696264505386353 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 497 || Clusters count: 14 || Log posterior: -3255.1825655276975 || Iter Time:0.012630939483642578 || 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Iteration: 520 || Clusters count: 14 || Log posterior: -3319.339977394837 || Iter Time:0.03234601020812988 || Total time:17.261099576950073 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 521 || Clusters count: 14 || Log posterior: -3323.7287450341573 || Iter Time:0.011527061462402344 || Total time:17.272626638412476 Iteration: 522 || Clusters count: 14 || Log posterior: -3309.4325459757415 || Iter Time:0.03348207473754883 || Total time:17.306108713150024 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 523 || Clusters count: 13 || Log posterior: -3288.269634660071 || Iter Time:0.011584043502807617 || Total time:17.317692756652832 Iteration: 524 || Clusters count: 13 || Log posterior: -3286.6269334271724 || Iter Time:0.031419992446899414 || Total time:17.34911274909973 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 525 || Clusters count: 13 || Log posterior: 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Iteration: 553 || Clusters count: 13 || Log posterior: -3267.278600123648 || Iter Time:0.011956930160522461 || Total time:18.012507438659668 Iteration: 554 || Clusters count: 13 || Log posterior: -3265.5631069945402 || Iter Time:0.03137683868408203 || Total time:18.04388427734375 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 555 || Clusters count: 13 || Log posterior: -3247.808611715844 || Iter Time:0.013405084609985352 || Total time:18.057289361953735 Iteration: 556 || Clusters count: 13 || Log posterior: -3233.1900496951503 || Iter Time:0.03373908996582031 || Total time:18.091028451919556 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 557 || Clusters count: 13 || Log posterior: -3239.22848170789 || Iter Time:0.01213693618774414 || Total time:18.1031653881073 Iteration: 558 || Clusters count: 13 || Log posterior: -3229.22624332578 || Iter Time:0.030286073684692383 || Total time:18.133451461791992 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-3175.9943016688244 || Iter Time:0.02861499786376953 || Total time:18.257736682891846 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 565 || Clusters count: 14 || Log posterior: -3261.7848578108687 || Iter Time:0.01029515266418457 || Total time:18.26803183555603 Iteration: 566 || Clusters count: 14 || Log posterior: -3250.5047782776837 || Iter Time:0.03145313262939453 || Total time:18.299484968185425 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 567 || Clusters count: 14 || Log posterior: -3260.7202843806112 || Iter Time:0.010281085968017578 || Total time:18.309766054153442 Iteration: 568 || Clusters count: 14 || Log posterior: -3260.7202843806112 || Iter Time:0.054068803787231445 || Total time:18.363834857940674 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 569 || Clusters count: 14 || Log posterior: -3262.380195645848 || Iter Time:0.011818885803222656 || 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-3276.90013559376 || Iter Time:0.011096954345703125 || Total time:19.030766487121582 Iteration: 598 || Clusters count: 13 || Log posterior: -3267.472851030722 || Iter Time:0.036435842514038086 || Total time:19.06720232963562 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 599 || Clusters count: 13 || Log posterior: -3285.8830837437977 || Iter Time:0.01116180419921875 || Total time:19.07836413383484 Iteration: 600 || Clusters count: 13 || Log posterior: -3265.9549286491238 || Iter Time:0.030130863189697266 || Total time:19.108494997024536 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 601 || Clusters count: 13 || Log posterior: -3227.998588782565 || Iter Time:0.011641979217529297 || Total time:19.120136976242065 Iteration: 602 || Clusters count: 13 || Log posterior: -3224.065207533366 || Iter Time:0.029759883880615234 || Total time:19.14989686012268 Loading and distributing data: 0.000174 seconds (141 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Iteration: 625 || Clusters count: 13 || Log posterior: -3199.360582663598 || Iter Time:0.0333709716796875 || Total time:19.66290259361267 Iteration: 626 || Clusters count: 13 || Log posterior: -3197.373800950803 || Iter Time:0.033032894134521484 || Total time:19.695935487747192 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 627 || Clusters count: 13 || Log posterior: -3179.5918922848537 || Iter Time:0.011962175369262695 || Total time:19.707897663116455 Iteration: 628 || Clusters count: 13 || Log posterior: -3175.266445083928 || Iter Time:0.030482053756713867 || Total time:19.73837971687317 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 629 || Clusters count: 13 || Log posterior: -3216.145570565262 || Iter Time:0.010251998901367188 || Total time:19.748631715774536 Iteration: 630 || Clusters count: 13 || Log posterior: -3203.4914581106027 || Iter Time:0.030376911163330078 || Total time:19.779008626937866 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-3236.8662962632247 || Iter Time:0.03572392463684082 || Total time:19.91423749923706 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 637 || Clusters count: 13 || Log posterior: -3212.3796472796607 || Iter Time:0.01203298568725586 || Total time:19.926270484924316 Iteration: 638 || Clusters count: 13 || Log posterior: -3206.425112195196 || Iter Time:0.03148198127746582 || Total time:19.957752466201782 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 639 || Clusters count: 13 || Log posterior: -3229.6207984710354 || Iter Time:0.011329889297485352 || Total time:19.969082355499268 Iteration: 640 || Clusters count: 13 || Log posterior: -3222.380166979505 || Iter Time:0.03164100646972656 || Total time:20.000723361968994 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 641 || Clusters count: 13 || Log posterior: -3276.1668977270824 || Iter Time:0.011957168579101562 || Total 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Iteration: 697 || Clusters count: 14 || Log posterior: -3309.2061397337893 || Iter Time:0.013011932373046875 || Total time:21.302999019622803 Iteration: 698 || Clusters count: 13 || Log posterior: -3305.2545977134937 || Iter Time:0.03234505653381348 || Total time:21.335344076156616 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 699 || Clusters count: 13 || Log posterior: -3260.811828306995 || Iter Time:0.011783838272094727 || Total time:21.34712791442871 Iteration: 700 || Clusters count: 13 || Log posterior: -3255.2255609331946 || Iter Time:0.031187057495117188 || Total time:21.378314971923828 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 701 || Clusters count: 13 || Log posterior: -3292.003762011897 || Iter Time:0.01195216178894043 || Total time:21.39026713371277 Iteration: 702 || Clusters count: 13 || Log posterior: -3285.8604031603145 || Iter Time:0.03139996528625488 || Total time:21.421667098999023 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13 || Log posterior: -3221.4647344112527 || Iter Time:0.028458833694458008 || Total time:22.670246124267578 Loading and distributing data: 0.000200 seconds (141 allocations: 13.242 KiB) Iteration: 759 || Clusters count: 13 || Log posterior: -3213.6589318065016 || Iter Time:0.010326147079467773 || Total time:22.680572271347046 Iteration: 760 || Clusters count: 13 || Log posterior: -3210.269109280828 || Iter Time:0.028340816497802734 || Total time:22.70891308784485 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 761 || Clusters count: 13 || Log posterior: -3225.1633810681647 || Iter Time:0.009299039840698242 || Total time:22.718212127685547 Iteration: 762 || Clusters count: 13 || Log posterior: -3224.1191114548387 || Iter Time:0.02888202667236328 || Total time:22.74709415435791 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 763 || Clusters count: 13 || Log posterior: -3171.4318536125334 || Iter 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Iteration: 769 || Clusters count: 13 || Log posterior: -3261.6229856777804 || Iter Time:0.01193094253540039 || Total time:22.91087818145752 Iteration: 770 || Clusters count: 13 || Log posterior: -3259.489152393338 || Iter Time:0.030447959899902344 || Total time:22.941326141357422 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 771 || Clusters count: 13 || Log posterior: -3242.5305802160133 || Iter Time:0.011787176132202148 || Total time:22.953113317489624 Iteration: 772 || Clusters count: 13 || Log posterior: -3237.8641393024814 || Iter Time:0.03257393836975098 || Total time:22.985687255859375 Loading and distributing data: 0.000207 seconds (141 allocations: 13.211 KiB) Iteration: 773 || Clusters count: 13 || Log posterior: -3239.515045778509 || Iter Time:0.012162923812866211 || Total time:22.99785017967224 Iteration: 774 || Clusters count: 13 || Log posterior: -3233.653640793344 || Iter Time:0.030047178268432617 || Total time:23.027897357940674 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-3193.265759510082 || Iter Time:0.03248000144958496 || Total time:23.15733051300049 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 781 || Clusters count: 13 || Log posterior: -3224.263190276386 || Iter Time:0.012047052383422852 || Total time:23.16937756538391 Iteration: 782 || Clusters count: 13 || Log posterior: -3223.5790549058793 || Iter Time:0.030073881149291992 || Total time:23.199451446533203 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 783 || Clusters count: 13 || Log posterior: -3240.3570887550154 || Iter Time:0.01128697395324707 || Total time:23.21073842048645 Iteration: 784 || Clusters count: 13 || Log posterior: -3234.995021859549 || Iter Time:0.0311279296875 || Total time:23.24186635017395 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 785 || Clusters count: 13 || Log posterior: -3258.9451803861607 || Iter Time:0.011961936950683594 || Total 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Iteration: 841 || Clusters count: 13 || Log posterior: -3273.0980008819315 || Iter Time:0.012881040573120117 || Total time:24.493767976760864 Iteration: 842 || Clusters count: 13 || Log posterior: -3269.704000828622 || Iter Time:0.030388832092285156 || Total time:24.52415680885315 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 843 || Clusters count: 13 || Log posterior: -3277.2092601769373 || Iter Time:0.011685848236083984 || Total time:24.535842657089233 Iteration: 844 || Clusters count: 13 || Log posterior: -3272.7439821304115 || Iter Time:0.03259611129760742 || Total time:24.56843876838684 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 845 || Clusters count: 13 || Log posterior: -3278.836486413529 || Iter Time:0.014925956726074219 || Total time:24.583364725112915 Iteration: 846 || Clusters count: 13 || Log posterior: -3278.5606339487813 || Iter Time:0.03163599967956543 || Total time:24.61500072479248 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 847 || Clusters count: 13 || Log posterior: -3271.377846188089 || Iter Time:0.01211094856262207 || Total time:24.627111673355103 Iteration: 848 || Clusters count: 13 || Log posterior: -3271.377846188089 || Iter Time:0.031687021255493164 || Total time:24.658798694610596 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 849 || Clusters count: 13 || Log posterior: -3245.695872496507 || Iter Time:0.012099981307983398 || Total time:24.67089867591858 Iteration: 850 || Clusters count: 13 || Log posterior: -3240.282982141902 || Iter Time:0.03030109405517578 || Total time:24.701199769973755 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 851 || Clusters count: 13 || Log posterior: -3265.478981704991 || Iter Time:0.019510984420776367 || Total time:24.72071075439453 Iteration: 852 || Clusters count: 13 || Log posterior: -3256.127522931112 || Iter Time:0.03507208824157715 || Total time:24.75578284263611 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 853 || Clusters count: 13 || Log posterior: -3275.088365434701 || Iter Time:0.012241840362548828 || Total time:24.768024682998657 Iteration: 854 || Clusters count: 13 || Log posterior: -3265.6082401207573 || Iter Time:0.052954912185668945 || Total time:24.820979595184326 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 855 || Clusters count: 13 || Log posterior: -3245.6509034028413 || Iter Time:0.012660980224609375 || Total time:24.833640575408936 Iteration: 856 || Clusters count: 13 || Log posterior: -3238.3325141869723 || Iter Time:0.03257918357849121 || Total time:24.866219758987427 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 857 || Clusters count: 13 || Log posterior: -3234.0842955889866 || Iter Time:0.011748790740966797 || 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13 || Log posterior: -3233.702143871774 || Iter Time:0.012272119522094727 || Total time:25.010488748550415 Iteration: 864 || Clusters count: 13 || Log posterior: -3230.7727695132253 || Iter Time:0.03163886070251465 || Total time:25.04212760925293 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 865 || Clusters count: 13 || Log posterior: -3252.4951105764976 || Iter Time:0.011878013610839844 || Total time:25.05400562286377 Iteration: 866 || Clusters count: 13 || Log posterior: -3239.155002371478 || Iter Time:0.030819177627563477 || Total time:25.084824800491333 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 867 || Clusters count: 13 || Log posterior: -3277.085154668455 || Iter Time:0.011084794998168945 || Total time:25.095909595489502 Iteration: 868 || Clusters count: 13 || Log posterior: -3270.547436849764 || Iter Time:0.030822038650512695 || Total time:25.126731634140015 Loading and distributing data: 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Iteration: 880 || Clusters count: 13 || Log posterior: -3238.6326179696484 || Iter Time:0.02926802635192871 || Total time:25.37155818939209 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 881 || Clusters count: 13 || Log posterior: -3271.2009189016017 || Iter Time:0.011799812316894531 || Total time:25.383358001708984 Iteration: 882 || Clusters count: 13 || Log posterior: -3246.825992378748 || Iter Time:0.03136110305786133 || Total time:25.414719104766846 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 883 || Clusters count: 13 || Log posterior: -3284.7910761950216 || Iter Time:0.034471988677978516 || Total time:25.449191093444824 Iteration: 884 || Clusters count: 13 || Log posterior: -3274.4773994587276 || Iter Time:0.029520034790039062 || Total time:25.478711128234863 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 885 || Clusters count: 13 || Log posterior: -3277.75091733639 || Iter Time:0.011539936065673828 || Total time:25.490251064300537 Iteration: 886 || Clusters count: 13 || Log posterior: -3266.55427706371 || Iter Time:0.0352020263671875 || Total time:25.525453090667725 Loading and distributing data: 0.000224 seconds (141 allocations: 13.211 KiB) Iteration: 887 || Clusters count: 13 || Log posterior: -3273.5230329938163 || Iter Time:0.016908884048461914 || Total time:25.542361974716187 Iteration: 888 || Clusters count: 13 || Log posterior: -3258.631366560358 || Iter Time:0.033470869064331055 || Total time:25.575832843780518 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 889 || Clusters count: 13 || Log posterior: -3247.4944523482723 || Iter Time:0.011708974838256836 || Total time:25.587541818618774 Iteration: 890 || Clusters count: 13 || Log posterior: -3244.5023882140963 || Iter Time:0.03136610984802246 || Total time:25.618907928466797 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 891 || Clusters count: 13 || Log posterior: -3223.671550934449 || Iter Time:0.012048006057739258 || Total time:25.630955934524536 Iteration: 892 || Clusters count: 13 || Log posterior: -3216.074415097149 || Iter Time:0.032853126525878906 || Total time:25.663809061050415 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 893 || Clusters count: 13 || Log posterior: -3210.6224078873333 || Iter Time:0.011717081069946289 || Total time:25.67552614212036 Iteration: 894 || Clusters count: 13 || Log posterior: -3194.0954985718313 || Iter Time:0.031906843185424805 || Total time:25.707432985305786 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 895 || Clusters count: 13 || Log posterior: -3260.322228584981 || Iter Time:0.01158905029296875 || Total time:25.719022035598755 Iteration: 896 || Clusters count: 13 || Log posterior: -3247.9221104160683 || Iter Time:0.03128194808959961 || 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|| Log posterior: -3246.2544288894383 || Iter Time:0.03043198585510254 || Total time:25.873369693756104 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 903 || Clusters count: 13 || Log posterior: -3248.750407975702 || Iter Time:0.011127948760986328 || Total time:25.88449764251709 Iteration: 904 || Clusters count: 13 || Log posterior: -3235.175444079478 || Iter Time:0.0318751335144043 || Total time:25.916372776031494 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 905 || Clusters count: 13 || Log posterior: -3224.660949865742 || Iter Time:0.011786937713623047 || Total time:25.928159713745117 Iteration: 906 || Clusters count: 13 || Log posterior: -3220.6976639350246 || Iter Time:0.03108382225036621 || Total time:25.959243535995483 Loading and distributing data: 0.000360 seconds (141 allocations: 13.211 KiB) Iteration: 907 || Clusters count: 13 || Log posterior: -3213.2930606557507 || Iter 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Iteration: 913 || Clusters count: 13 || Log posterior: -3254.5770227999674 || Iter Time:0.011627912521362305 || Total time:26.12665319442749 Iteration: 914 || Clusters count: 13 || Log posterior: -3249.9488149263234 || Iter Time:0.030383825302124023 || Total time:26.157037019729614 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 915 || Clusters count: 13 || Log posterior: -3260.9338791574005 || Iter Time:0.01198577880859375 || Total time:26.169022798538208 Iteration: 916 || Clusters count: 13 || Log posterior: -3258.506782688321 || Iter Time:0.031687021255493164 || Total time:26.2007098197937 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 917 || Clusters count: 13 || Log posterior: -3250.991384656105 || Iter Time:0.011799097061157227 || Total time:26.21250891685486 Iteration: 918 || Clusters count: 13 || Log posterior: -3242.0535421829345 || Iter Time:0.03162097930908203 || Total time:26.24412989616394 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 919 || Clusters count: 14 || Log posterior: -3226.2811297119665 || Iter Time:0.012399911880493164 || Total time:26.256529808044434 Iteration: 920 || Clusters count: 13 || Log posterior: -3218.9883868521088 || Iter Time:0.03249788284301758 || Total time:26.28902769088745 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 921 || Clusters count: 13 || Log posterior: -3246.476033602652 || Iter Time:0.012178897857666016 || Total time:26.301206588745117 Iteration: 922 || Clusters count: 13 || Log posterior: -3237.179413964882 || Iter Time:0.03428006172180176 || Total time:26.33548665046692 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 923 || Clusters count: 13 || Log posterior: -3230.4428792393464 || Iter Time:0.015056133270263672 || Total time:26.350542783737183 Iteration: 924 || Clusters count: 13 || Log posterior: -3228.337757047678 || Iter Time:0.030182838439941406 || Total time:26.380725622177124 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 925 || Clusters count: 13 || Log posterior: -3262.291229956607 || Iter Time:0.01096796989440918 || Total time:26.391693592071533 Iteration: 926 || Clusters count: 13 || Log posterior: -3242.882337484237 || Iter Time:0.029856204986572266 || Total time:26.421549797058105 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 927 || Clusters count: 13 || Log posterior: -3286.8813658809836 || Iter Time:0.011507034301757812 || Total time:26.433056831359863 Iteration: 928 || Clusters count: 13 || Log posterior: -3274.784884499971 || Iter Time:0.029766082763671875 || Total time:26.462822914123535 Loading and distributing data: 0.000261 seconds (141 allocations: 13.211 KiB) Iteration: 929 || Clusters count: 13 || Log posterior: -3254.846429562986 || Iter Time:0.012902975082397461 || Total time:26.475725889205933 Iteration: 930 || Clusters count: 13 || Log posterior: -3239.8165372920216 || Iter Time:0.0304110050201416 || Total time:26.506136894226074 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 931 || Clusters count: 13 || Log posterior: -3216.310769296274 || Iter Time:0.011388063430786133 || Total time:26.51752495765686 Iteration: 932 || Clusters count: 13 || Log posterior: -3205.283845357691 || Iter Time:0.030913114547729492 || Total time:26.54843807220459 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 933 || Clusters count: 13 || Log posterior: -3209.230885876056 || Iter Time:0.011655092239379883 || Total time:26.56009316444397 Iteration: 934 || Clusters count: 13 || Log posterior: -3206.184938495343 || Iter Time:0.030764102935791016 || Total time:26.59085726737976 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 935 || Clusters count: 13 || Log posterior: -3261.642660612381 || Iter Time:0.011644124984741211 || Total time:26.602501392364502 Iteration: 936 || Clusters count: 13 || Log posterior: -3243.8590748316497 || Iter Time:0.03004312515258789 || Total time:26.63254451751709 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 937 || Clusters count: 13 || Log posterior: -3206.299360717258 || Iter Time:0.010821104049682617 || Total time:26.643365621566772 Iteration: 938 || Clusters count: 13 || Log posterior: -3197.09764569926 || Iter Time:0.028229951858520508 || Total time:26.671595573425293 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 939 || Clusters count: 13 || Log posterior: -3227.3349369480825 || Iter Time:0.01430201530456543 || Total time:26.68589758872986 Iteration: 940 || Clusters count: 13 || Log posterior: -3227.3349369480825 || Iter Time:0.034631967544555664 || Total time:26.720529556274414 Loading and distributing data: 0.000178 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Iteration: 952 || Clusters count: 13 || Log posterior: -3282.7717712255526 || Iter Time:0.03354597091674805 || Total time:27.026304721832275 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 953 || Clusters count: 13 || Log posterior: -3237.143159090094 || Iter Time:0.011637210845947266 || Total time:27.037941932678223 Iteration: 954 || Clusters count: 13 || Log posterior: -3237.143159090094 || Iter Time:0.03218698501586914 || Total time:27.070128917694092 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 955 || Clusters count: 13 || Log posterior: -3262.7268365115433 || Iter Time:0.010741949081420898 || Total time:27.080870866775513 Iteration: 956 || Clusters count: 13 || Log posterior: -3260.4916604020136 || Iter Time:0.030320167541503906 || Total time:27.111191034317017 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 957 || Clusters count: 13 || Log posterior: -3308.47300707579 || Iter Time:0.014393806457519531 || Total time:27.125584840774536 Iteration: 958 || Clusters count: 13 || Log posterior: -3308.47300707579 || Iter Time:0.03497910499572754 || Total time:27.160563945770264 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 959 || Clusters count: 13 || Log posterior: -3328.7253736226066 || Iter Time:0.012148141860961914 || Total time:27.172712087631226 Iteration: 960 || Clusters count: 13 || Log posterior: -3322.551480153844 || Iter Time:0.0313410758972168 || Total time:27.204053163528442 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 961 || Clusters count: 13 || Log posterior: -3293.8615536994344 || Iter Time:0.012884855270385742 || Total time:27.216938018798828 Iteration: 962 || Clusters count: 13 || Log posterior: -3288.9607118920712 || Iter Time:0.032546043395996094 || Total time:27.249484062194824 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 963 || Clusters count: 13 || Log posterior: -3285.3596839314023 || Iter Time:0.012750864028930664 || Total time:27.262234926223755 Iteration: 964 || Clusters count: 13 || Log posterior: -3282.582907642828 || Iter Time:0.03162384033203125 || Total time:27.293858766555786 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 965 || Clusters count: 13 || Log posterior: -3327.9676539423203 || Iter Time:0.012861013412475586 || Total time:27.30671977996826 Iteration: 966 || Clusters count: 13 || Log posterior: -3325.331144447668 || Iter Time:0.032584190368652344 || Total time:27.339303970336914 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 967 || Clusters count: 13 || Log posterior: -3326.215292247369 || Iter Time:0.012888908386230469 || Total time:27.352192878723145 Iteration: 968 || Clusters count: 13 || Log posterior: -3316.605413128809 || Iter Time:0.031494140625 || Total 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Log posterior: -3230.3161628572584 || Iter Time:0.03114795684814453 || Total time:27.53382396697998 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 975 || Clusters count: 13 || Log posterior: -3256.5188052268686 || Iter Time:0.01495218276977539 || Total time:27.548776149749756 Iteration: 976 || Clusters count: 13 || Log posterior: -3253.742359669489 || Iter Time:0.03608417510986328 || Total time:27.58486032485962 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 977 || Clusters count: 13 || Log posterior: -3240.01288220223 || Iter Time:0.011904001235961914 || Total time:27.59676432609558 Iteration: 978 || Clusters count: 13 || Log posterior: -3240.01288220223 || Iter Time:0.031861066818237305 || Total time:27.62862539291382 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 979 || Clusters count: 13 || Log posterior: -3282.5877158903977 || Iter Time:0.013180971145629883 || Total time:27.64180636405945 Iteration: 980 || Clusters count: 13 || Log posterior: -3275.376844086236 || Iter Time:0.03307485580444336 || Total time:27.67488121986389 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 981 || Clusters count: 13 || Log posterior: -3281.6160363889535 || Iter Time:0.012979984283447266 || Total time:27.68786120414734 Iteration: 982 || Clusters count: 13 || Log posterior: -3281.6160363889535 || Iter Time:0.03198599815368652 || Total time:27.719847202301025 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 983 || Clusters count: 13 || Log posterior: -3267.0302103886215 || Iter Time:0.01306915283203125 || Total time:27.732916355133057 Iteration: 984 || Clusters count: 13 || Log posterior: -3266.693681964681 || Iter Time:0.03329110145568848 || Total time:27.766207456588745 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 985 || Clusters 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Iteration: 1002 || Clusters count: 13 || Log posterior: -3268.0295499346157 || Iter Time:0.03123784065246582 || Total time:28.17732071876526 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1003 || Clusters count: 13 || Log posterior: -3226.2322394729167 || Iter Time:0.011799097061157227 || Total time:28.189119815826416 Iteration: 1004 || Clusters count: 13 || Log posterior: -3220.387553751932 || Iter Time:0.03155398368835449 || Total time:28.22067379951477 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1005 || Clusters count: 13 || Log posterior: -3268.020761119128 || Iter Time:0.012253999710083008 || Total time:28.232927799224854 Iteration: 1006 || Clusters count: 13 || Log posterior: -3258.2740592591276 || Iter Time:0.031271934509277344 || Total time:28.26419973373413 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1007 || Clusters count: 14 || Log posterior: 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|| Total time:28.5274338722229 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1019 || Clusters count: 13 || Log posterior: -3208.215153505615 || Iter Time:0.011706829071044922 || Total time:28.539140701293945 Iteration: 1020 || Clusters count: 13 || Log posterior: -3202.286611347867 || Iter Time:0.03435206413269043 || Total time:28.573492765426636 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1021 || Clusters count: 13 || Log posterior: -3241.814120509523 || Iter Time:0.013770818710327148 || Total time:28.587263584136963 Iteration: 1022 || Clusters count: 13 || Log posterior: -3230.6838197858497 || Iter Time:0.03242993354797363 || Total time:28.619693517684937 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1023 || Clusters count: 13 || Log posterior: -3272.5920549500024 || Iter Time:0.011311054229736328 || Total time:28.631004571914673 Iteration: 1024 || 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time:29.149095058441162 Iteration: 1046 || Clusters count: 13 || Log posterior: -3206.7573549351655 || Iter Time:0.03032994270324707 || Total time:29.17942500114441 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1047 || Clusters count: 13 || Log posterior: -3208.9524422208733 || Iter Time:0.011640071868896484 || Total time:29.191065073013306 Iteration: 1048 || Clusters count: 13 || Log posterior: -3202.327425989844 || Iter Time:0.030531883239746094 || Total time:29.22159695625305 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1049 || Clusters count: 13 || Log posterior: -3216.7699330323885 || Iter Time:0.011649131774902344 || Total time:29.233246088027954 Iteration: 1050 || Clusters count: 13 || Log posterior: -3216.7699330323885 || Iter Time:0.030176877975463867 || Total time:29.263422966003418 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1051 || Clusters 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-3202.879239077243 || Iter Time:0.03378009796142578 || Total time:29.562833547592163 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1063 || Clusters count: 13 || Log posterior: -3234.1551586491178 || Iter Time:0.013141870498657227 || Total time:29.57597541809082 Iteration: 1064 || Clusters count: 13 || Log posterior: -3223.9665893216334 || Iter Time:0.03028702735900879 || Total time:29.60626244544983 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1065 || Clusters count: 13 || Log posterior: -3305.360358352437 || Iter Time:0.012302875518798828 || Total time:29.618565320968628 Iteration: 1066 || Clusters count: 13 || Log posterior: -3304.435827797964 || Iter Time:0.03070688247680664 || Total time:29.649272203445435 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1067 || Clusters count: 13 || Log posterior: -3293.828552372201 || Iter Time:0.011888980865478516 || 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-3243.6459123690006 || Iter Time:0.03090190887451172 || Total time:30.03223466873169 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1085 || Clusters count: 13 || Log posterior: -3230.4230211995373 || Iter Time:0.011873960494995117 || Total time:30.044108629226685 Iteration: 1086 || Clusters count: 13 || Log posterior: -3226.180628486015 || Iter Time:0.1712799072265625 || Total time:30.215388536453247 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1087 || Clusters count: 13 || Log posterior: -3237.721956867417 || Iter Time:0.011909961700439453 || Total time:30.227298498153687 Iteration: 1088 || Clusters count: 13 || Log posterior: -3236.316152252341 || Iter Time:0.031311988830566406 || Total time:30.258610486984253 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1089 || Clusters count: 13 || Log posterior: -3256.792813713814 || Iter Time:0.011713027954101562 || 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count: 13 || Log posterior: -3258.812528219583 || Iter Time:0.011850118637084961 || Total time:30.408611536026 Iteration: 1096 || Clusters count: 13 || Log posterior: -3247.0798775602066 || Iter Time:0.031213045120239258 || Total time:30.43982458114624 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1097 || Clusters count: 13 || Log posterior: -3184.9041420057915 || Iter Time:0.01131892204284668 || Total time:30.451143503189087 Iteration: 1098 || Clusters count: 13 || Log posterior: -3184.2265086129432 || Iter Time:0.03126215934753418 || Total time:30.48240566253662 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1099 || Clusters count: 13 || Log posterior: -3209.897220795306 || Iter Time:0.011761188507080078 || Total time:30.4941668510437 Iteration: 1100 || Clusters count: 13 || Log posterior: -3200.709045474577 || Iter Time:0.0299990177154541 || Total time:30.524165868759155 Loading and distributing 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Iteration: 1112 || Clusters count: 13 || Log posterior: -3209.6692470048356 || Iter Time:0.031224966049194336 || Total time:30.769866943359375 Loading and distributing data: 0.000181 seconds (141 allocations: 13.242 KiB) Iteration: 1113 || Clusters count: 14 || Log posterior: -3218.943958883689 || Iter Time:0.01182699203491211 || Total time:30.781693935394287 Iteration: 1114 || Clusters count: 13 || Log posterior: -3209.057010916818 || Iter Time:0.5094578266143799 || Total time:31.291151762008667 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1115 || Clusters count: 13 || Log posterior: -3277.7229816226463 || Iter Time:0.012274026870727539 || Total time:31.303425788879395 Iteration: 1116 || Clusters count: 13 || Log posterior: -3273.515587736425 || Iter Time:0.03129887580871582 || Total time:31.33472466468811 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1117 || Clusters count: 13 || Log posterior: 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(141 allocations: 13.211 KiB) Iteration: 1123 || Clusters count: 13 || Log posterior: -3243.535568789774 || Iter Time:0.013368844985961914 || Total time:31.479801654815674 Iteration: 1124 || Clusters count: 13 || Log posterior: -3235.238169000035 || Iter Time:0.03360700607299805 || Total time:31.513408660888672 Loading and distributing data: 0.000215 seconds (141 allocations: 13.211 KiB) Iteration: 1125 || Clusters count: 13 || Log posterior: -3230.1590301710085 || Iter Time:0.012654781341552734 || Total time:31.526063442230225 Iteration: 1126 || Clusters count: 13 || Log posterior: -3220.119325880819 || Iter Time:0.03333282470703125 || Total time:31.559396266937256 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1127 || Clusters count: 13 || Log posterior: -3218.224790043661 || Iter Time:0.012284040451049805 || Total time:31.571680307388306 Iteration: 1128 || Clusters count: 13 || Log posterior: -3213.5369887988686 || Iter 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13 || Log posterior: -3273.2182742677505 || Iter Time:0.01165008544921875 || Total time:31.82407808303833 Iteration: 1140 || Clusters count: 13 || Log posterior: -3268.751916657521 || Iter Time:0.030415058135986328 || Total time:31.854493141174316 Loading and distributing data: 0.000195 seconds (141 allocations: 13.242 KiB) Iteration: 1141 || Clusters count: 13 || Log posterior: -3248.711955112218 || Iter Time:0.01244497299194336 || Total time:31.86693811416626 Iteration: 1142 || Clusters count: 13 || Log posterior: -3247.5228016148644 || Iter Time:0.031616926193237305 || Total time:31.898555040359497 Loading and distributing data: 0.000183 seconds (141 allocations: 13.242 KiB) Iteration: 1143 || Clusters count: 13 || Log posterior: -3269.0407792141928 || Iter Time:0.011831998825073242 || Total time:31.91038703918457 Iteration: 1144 || Clusters count: 13 || Log posterior: -3252.116160181825 || Iter Time:0.03322196006774902 || Total time:31.94360899925232 Loading and distributing data: 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Iteration: 1156 || Clusters count: 13 || Log posterior: -3247.714082268802 || Iter Time:0.03552508354187012 || Total time:32.229920625686646 Loading and distributing data: 0.000195 seconds (141 allocations: 13.242 KiB) Iteration: 1157 || Clusters count: 13 || Log posterior: -3230.9308414991588 || Iter Time:0.014258146286010742 || Total time:32.244178771972656 Iteration: 1158 || Clusters count: 13 || Log posterior: -3230.5873218697766 || Iter Time:0.0370020866394043 || Total time:32.28118085861206 Loading and distributing data: 0.000203 seconds (141 allocations: 13.242 KiB) Iteration: 1159 || Clusters count: 13 || Log posterior: -3241.2683692090854 || Iter Time:0.014755964279174805 || Total time:32.295936822891235 Iteration: 1160 || Clusters count: 13 || Log posterior: -3221.19804526528 || Iter Time:0.03799700736999512 || Total time:32.33393383026123 Loading and distributing data: 0.000190 seconds (141 allocations: 13.242 KiB) Iteration: 1161 || Clusters count: 14 || Log posterior: -3262.777140060241 || Iter Time:0.014596939086914062 || Total time:32.348530769348145 Iteration: 1162 || Clusters count: 13 || Log posterior: -3245.447623535067 || Iter Time:0.03928089141845703 || Total time:32.3878116607666 Loading and distributing data: 0.000211 seconds (141 allocations: 13.242 KiB) Iteration: 1163 || Clusters count: 13 || Log posterior: -3274.9242000273734 || Iter Time:0.014321088790893555 || Total time:32.402132749557495 Iteration: 1164 || Clusters count: 13 || Log posterior: -3269.825518401999 || Iter Time:0.03696703910827637 || Total time:32.43909978866577 Loading and distributing data: 0.000202 seconds (141 allocations: 13.242 KiB) Iteration: 1165 || Clusters count: 13 || Log posterior: -3281.123439098992 || Iter Time:0.013252019882202148 || Total time:32.452351808547974 Iteration: 1166 || Clusters count: 13 || Log posterior: -3270.7419257408064 || Iter Time:0.03566098213195801 || Total time:32.48801279067993 Loading and distributing data: 0.000190 seconds (141 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Iteration: 1189 || Clusters count: 13 || Log posterior: -3263.6222970561303 || Iter Time:0.011487960815429688 || Total time:33.10668325424194 Iteration: 1190 || Clusters count: 13 || Log posterior: -3261.6616035805037 || Iter Time:0.03048992156982422 || Total time:33.13717317581177 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1191 || Clusters count: 13 || Log posterior: -3242.3695920995547 || Iter Time:0.011335134506225586 || Total time:33.14850831031799 Iteration: 1192 || Clusters count: 13 || Log posterior: -3232.696758755403 || Iter Time:0.031196117401123047 || Total time:33.179704427719116 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1193 || Clusters count: 13 || Log posterior: -3265.036260701442 || Iter Time:0.011960029602050781 || Total time:33.19166445732117 Iteration: 1194 || Clusters count: 13 || Log posterior: -3249.3663857082915 || Iter Time:0.031419992446899414 || Total 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13 || Log posterior: -3274.71003259525 || Iter Time:0.03082108497619629 || Total time:33.359328508377075 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1201 || Clusters count: 13 || Log posterior: -3230.3021633147487 || Iter Time:0.011167049407958984 || Total time:33.370495557785034 Iteration: 1202 || Clusters count: 13 || Log posterior: -3230.3021633147487 || Iter Time:0.027772903442382812 || Total time:33.39826846122742 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1203 || Clusters count: 13 || Log posterior: -3247.3068395137966 || Iter Time:0.01184391975402832 || Total time:33.410112380981445 Iteration: 1204 || Clusters count: 13 || Log posterior: -3233.4631992702775 || Iter Time:0.029628992080688477 || Total time:33.439741373062134 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1205 || Clusters count: 13 || Log posterior: -3226.3019081604893 || Iter 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Iteration: 1211 || Clusters count: 13 || Log posterior: -3261.686912568347 || Iter Time:0.010883092880249023 || Total time:33.58220624923706 Iteration: 1212 || Clusters count: 13 || Log posterior: -3251.1438358316104 || Iter Time:0.029248952865600586 || Total time:33.61145520210266 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1213 || Clusters count: 13 || Log posterior: -3297.6643764975 || Iter Time:0.011865854263305664 || Total time:33.62332105636597 Iteration: 1214 || Clusters count: 13 || Log posterior: -3291.4057731715916 || Iter Time:0.030601024627685547 || Total time:33.65392208099365 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1215 || Clusters count: 13 || Log posterior: -3294.1299516979348 || Iter Time:0.011733055114746094 || Total time:33.6656551361084 Iteration: 1216 || Clusters count: 13 || Log posterior: -3283.667900720734 || Iter Time:0.030592918395996094 || Total time:33.696248054504395 Loading and distributing data: 0.000173 seconds (141 allocations: 13.242 KiB) Iteration: 1217 || Clusters count: 13 || Log posterior: -3253.482399055993 || Iter Time:0.011641979217529297 || Total time:33.707890033721924 Iteration: 1218 || Clusters count: 13 || Log posterior: -3248.108967326864 || Iter Time:0.030666828155517578 || Total time:33.73855686187744 Loading and distributing data: 0.000176 seconds (141 allocations: 13.242 KiB) Iteration: 1219 || Clusters count: 13 || Log posterior: -3220.0554733175145 || Iter Time:0.011277198791503906 || Total time:33.749834060668945 Iteration: 1220 || Clusters count: 13 || Log posterior: -3208.019668746432 || Iter Time:0.030689001083374023 || Total time:33.78052306175232 Loading and distributing data: 0.000179 seconds (141 allocations: 13.242 KiB) Iteration: 1221 || Clusters count: 13 || Log posterior: -3228.109180936638 || Iter Time:0.011829853057861328 || Total time:33.79235291481018 Iteration: 1222 || Clusters count: 13 || Log posterior: -3225.617725065349 || Iter Time:0.03106999397277832 || Total time:33.82342290878296 Loading and distributing data: 0.000177 seconds (141 allocations: 13.242 KiB) Iteration: 1223 || Clusters count: 13 || Log posterior: -3253.717854439718 || Iter Time:0.011965036392211914 || Total time:33.83538794517517 Iteration: 1224 || Clusters count: 13 || Log posterior: -3248.2439706284636 || Iter Time:0.03164982795715332 || Total time:33.867037773132324 Loading and distributing data: 0.000186 seconds (141 allocations: 13.242 KiB) Iteration: 1225 || Clusters count: 13 || Log posterior: -3263.995393637129 || Iter Time:0.011862039566040039 || Total time:33.878899812698364 Iteration: 1226 || Clusters count: 13 || Log posterior: -3251.1459984929857 || Iter Time:0.03508710861206055 || Total time:33.913986921310425 Loading and distributing data: 0.000187 seconds (141 allocations: 13.242 KiB) Iteration: 1227 || Clusters count: 13 || Log posterior: -3240.3603394851384 || Iter 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Iteration: 1233 || Clusters count: 13 || Log posterior: -3257.227967750594 || Iter Time:0.010998964309692383 || Total time:34.063979148864746 Iteration: 1234 || Clusters count: 13 || Log posterior: -3257.227967750594 || Iter Time:0.034040212631225586 || Total time:34.09801936149597 Loading and distributing data: 0.000207 seconds (141 allocations: 13.211 KiB) Iteration: 1235 || Clusters count: 13 || Log posterior: -3306.158725818499 || Iter Time:0.012348175048828125 || Total time:34.1103675365448 Iteration: 1236 || Clusters count: 13 || Log posterior: -3298.719500017518 || Iter Time:0.0318150520324707 || Total time:34.14218258857727 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1237 || Clusters count: 13 || Log posterior: -3314.3867500018323 || Iter Time:0.011294841766357422 || Total time:34.15347743034363 Iteration: 1238 || Clusters count: 13 || Log posterior: -3314.3867500018323 || Iter Time:0.033113956451416016 || Total 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13 || Log posterior: -3220.8079764885274 || Iter Time:0.03056788444519043 || Total time:34.31829595565796 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1245 || Clusters count: 13 || Log posterior: -3204.965760252951 || Iter Time:0.010584831237792969 || Total time:34.32888078689575 Iteration: 1246 || Clusters count: 13 || Log posterior: -3196.2179047227046 || Iter Time:0.030116796493530273 || Total time:34.35899758338928 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1247 || Clusters count: 13 || Log posterior: -3267.1817872571596 || Iter Time:0.011780023574829102 || Total time:34.37077760696411 Iteration: 1248 || Clusters count: 13 || Log posterior: -3262.885491584072 || Iter Time:0.029986143112182617 || Total time:34.400763750076294 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1249 || Clusters count: 14 || Log posterior: -3235.4798925032364 || Iter 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Iteration: 1255 || Clusters count: 13 || Log posterior: -3266.6354978417608 || Iter Time:0.01137995719909668 || Total time:34.54078555107117 Iteration: 1256 || Clusters count: 13 || Log posterior: -3262.192534321825 || Iter Time:0.02928018569946289 || Total time:34.57006573677063 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1257 || Clusters count: 13 || Log posterior: -3270.6393804329473 || Iter Time:0.011269807815551758 || Total time:34.58133554458618 Iteration: 1258 || Clusters count: 13 || Log posterior: -3267.6224816759477 || Iter Time:0.029577016830444336 || Total time:34.610912561416626 Loading and distributing data: 0.000174 seconds (141 allocations: 13.242 KiB) Iteration: 1259 || Clusters count: 13 || Log posterior: -3254.366908605683 || Iter Time:0.010453939437866211 || Total time:34.62136650085449 Iteration: 1260 || Clusters count: 13 || Log posterior: -3249.5795815338856 || Iter Time:0.031599998474121094 || Total 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|| Log posterior: -3285.252326893395 || Iter Time:0.03027796745300293 || Total time:34.780598402023315 Loading and distributing data: 0.000178 seconds (141 allocations: 13.242 KiB) Iteration: 1267 || Clusters count: 13 || Log posterior: -3271.4214540808853 || Iter Time:0.01143503189086914 || Total time:34.792033433914185 Iteration: 1268 || Clusters count: 13 || Log posterior: -3271.4214540808853 || Iter Time:0.029771089553833008 || Total time:34.82180452346802 Loading and distributing data: 0.000175 seconds (141 allocations: 13.242 KiB) Iteration: 1269 || Clusters count: 13 || Log posterior: -3219.3825690981503 || Iter Time:0.01343989372253418 || Total time:34.83524441719055 Iteration: 1270 || Clusters count: 13 || Log posterior: -3219.3825690981503 || Iter Time:0.032869815826416016 || Total time:34.86811423301697 Loading and distributing data: 0.000171 seconds (141 allocations: 13.242 KiB) Iteration: 1271 || Clusters count: 13 || Log posterior: -3240.688564825624 || Iter 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Iteration: 1277 || Clusters count: 13 || Log posterior: -3197.7097513582385 || Iter Time:0.01252293586730957 || Total time:35.04183769226074 Iteration: 1278 || Clusters count: 13 || Log posterior: -3195.5948236508066 || Iter Time:0.030492782592773438 || Total time:35.072330474853516 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1279 || Clusters count: 13 || Log posterior: -3249.307121621984 || Iter Time:0.011441946029663086 || Total time:35.08377242088318 Iteration: 1280 || Clusters count: 13 || Log posterior: -3241.5123321231426 || Iter Time:0.03091716766357422 || Total time:35.11468958854675 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1281 || Clusters count: 13 || Log posterior: -3263.1958616122147 || Iter Time:0.011890888214111328 || Total time:35.126580476760864 Iteration: 1282 || Clusters count: 13 || Log posterior: -3253.0153718283345 || Iter Time:0.030398130416870117 || Total 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13 || Log posterior: -3232.265918388946 || Iter Time:0.03229093551635742 || Total time:35.287336587905884 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1289 || Clusters count: 13 || Log posterior: -3252.0953384471795 || Iter Time:0.011754989624023438 || Total time:35.29909157752991 Iteration: 1290 || Clusters count: 13 || Log posterior: -3250.4497384739507 || Iter Time:0.031427860260009766 || Total time:35.33051943778992 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1291 || Clusters count: 13 || Log posterior: -3253.498359358289 || Iter Time:0.011369943618774414 || Total time:35.34188938140869 Iteration: 1292 || Clusters count: 13 || Log posterior: -3244.5277686897766 || Iter Time:0.029848814010620117 || Total time:35.37173819541931 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1293 || Clusters count: 13 || Log posterior: -3256.7696778685595 || Iter 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Iteration: 1299 || Clusters count: 13 || Log posterior: -3304.003693831418 || Iter Time:0.012201070785522461 || Total time:35.51682424545288 Iteration: 1300 || Clusters count: 13 || Log posterior: -3301.198504479813 || Iter Time:0.03240203857421875 || Total time:35.5492262840271 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1301 || Clusters count: 13 || Log posterior: -3264.9504860529714 || Iter Time:0.012331008911132812 || Total time:35.56155729293823 Iteration: 1302 || Clusters count: 13 || Log posterior: -3245.9268897743036 || Iter Time:0.03147602081298828 || Total time:35.59303331375122 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 1303 || Clusters count: 13 || Log posterior: -3285.5057623465973 || Iter Time:0.012866020202636719 || Total time:35.60589933395386 Iteration: 1304 || Clusters count: 13 || Log posterior: -3278.4901990197495 || Iter Time:0.03175806999206543 || Total 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13 || Log posterior: -3262.4391203862365 || Iter Time:0.030304908752441406 || Total time:35.78688907623291 Loading and distributing data: 0.000180 seconds (141 allocations: 13.242 KiB) Iteration: 1311 || Clusters count: 13 || Log posterior: -3251.5484072900776 || Iter Time:0.010914087295532227 || Total time:35.79780316352844 Iteration: 1312 || Clusters count: 13 || Log posterior: -3249.601187339816 || Iter Time:0.029819965362548828 || Total time:35.82762312889099 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1313 || Clusters count: 13 || Log posterior: -3235.2538616221523 || Iter Time:0.011723041534423828 || Total time:35.839346170425415 Iteration: 1314 || Clusters count: 13 || Log posterior: -3229.6765084869407 || Iter Time:0.031059980392456055 || Total time:35.87040615081787 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1315 || Clusters count: 14 || Log posterior: -3216.2072790811144 || Iter 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Iteration: 1321 || Clusters count: 13 || Log posterior: -3254.266026238988 || Iter Time:0.012808084487915039 || Total time:36.01510739326477 Iteration: 1322 || Clusters count: 13 || Log posterior: -3248.6201702719845 || Iter Time:0.031672000885009766 || Total time:36.04677939414978 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1323 || Clusters count: 13 || Log posterior: -3254.3258596633254 || Iter Time:0.011902809143066406 || Total time:36.05868220329285 Iteration: 1324 || Clusters count: 13 || Log posterior: -3249.6065252187636 || Iter Time:0.030734777450561523 || Total time:36.08941698074341 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1325 || Clusters count: 14 || Log posterior: -3310.826197888564 || Iter Time:0.01250600814819336 || Total time:36.1019229888916 Iteration: 1326 || Clusters count: 14 || Log posterior: -3304.180569558795 || Iter Time:0.03248286247253418 || Total 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Log posterior: -3260.1479951838924 || Iter Time:0.03139305114746094 || Total time:36.26704168319702 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1333 || Clusters count: 13 || Log posterior: -3246.13592314133 || Iter Time:0.011636972427368164 || Total time:36.27867865562439 Iteration: 1334 || Clusters count: 13 || Log posterior: -3240.1570901324767 || Iter Time:0.031587839126586914 || Total time:36.31026649475098 Loading and distributing data: 0.000179 seconds (141 allocations: 13.242 KiB) Iteration: 1335 || Clusters count: 13 || Log posterior: -3276.404724056651 || Iter Time:0.012284040451049805 || Total time:36.322550535202026 Iteration: 1336 || Clusters count: 13 || Log posterior: -3276.363045675555 || Iter Time:0.03226017951965332 || Total time:36.35481071472168 Loading and distributing data: 0.000194 seconds (141 allocations: 13.242 KiB) Iteration: 1337 || Clusters count: 13 || Log posterior: -3280.9803495894125 || Iter Time:0.011377096176147461 || Total time:36.36618781089783 Iteration: 1338 || Clusters count: 13 || Log posterior: -3271.1380447325196 || Iter Time:0.03064417839050293 || Total time:36.39683198928833 Loading and distributing data: 0.000180 seconds (141 allocations: 13.242 KiB) Iteration: 1339 || Clusters count: 13 || Log posterior: -3270.2320880127672 || Iter Time:0.011018037796020508 || Total time:36.40785002708435 Iteration: 1340 || Clusters count: 13 || Log posterior: -3265.021582509371 || Iter Time:0.030007123947143555 || Total time:36.437857151031494 Loading and distributing data: 0.000190 seconds (141 allocations: 13.242 KiB) Iteration: 1341 || Clusters count: 13 || Log posterior: -3239.1684596346245 || Iter Time:0.011126995086669922 || Total time:36.448984146118164 Iteration: 1342 || Clusters count: 13 || Log posterior: -3239.1684596346245 || Iter Time:0.03053903579711914 || Total time:36.47952318191528 Loading and distributing data: 0.000181 seconds (141 allocations: 13.242 KiB) Iteration: 1343 || Clusters count: 13 || Log posterior: -3264.240047177889 || Iter Time:0.011569976806640625 || Total time:36.491093158721924 Iteration: 1344 || Clusters count: 13 || Log posterior: -3264.240047177889 || Iter Time:0.056369781494140625 || Total time:36.547462940216064 Loading and distributing data: 0.000207 seconds (141 allocations: 13.242 KiB) Iteration: 1345 || Clusters count: 13 || Log posterior: -3245.9031190970913 || Iter Time:0.01167917251586914 || Total time:36.559142112731934 Iteration: 1346 || Clusters count: 13 || Log posterior: -3245.05404209126 || Iter Time:0.030255794525146484 || Total time:36.58939790725708 Loading and distributing data: 0.000187 seconds (141 allocations: 13.242 KiB) Iteration: 1347 || Clusters count: 13 || Log posterior: -3265.489776929371 || Iter Time:0.01170802116394043 || Total time:36.60110592842102 Iteration: 1348 || Clusters count: 13 || Log posterior: -3262.3147588182633 || Iter Time:0.031116008758544922 || Total 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Iteration: 1365 || Clusters count: 13 || Log posterior: -3267.236667250249 || Iter Time:0.01110982894897461 || Total time:36.991010904312134 Iteration: 1366 || Clusters count: 13 || Log posterior: -3263.8154226039837 || Iter Time:0.0310211181640625 || Total time:37.022032022476196 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1367 || Clusters count: 13 || Log posterior: -3235.685539570988 || Iter Time:0.011567831039428711 || Total time:37.033599853515625 Iteration: 1368 || Clusters count: 13 || Log posterior: -3228.2470882200428 || Iter Time:0.030253171920776367 || Total time:37.0638530254364 Loading and distributing data: 0.000181 seconds (141 allocations: 13.242 KiB) Iteration: 1369 || Clusters count: 13 || Log posterior: -3224.2523955212605 || Iter Time:0.011117219924926758 || Total time:37.07497024536133 Iteration: 1370 || Clusters count: 13 || Log posterior: -3219.2881304135485 || Iter Time:0.03021097183227539 || Total 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Iteration: 1387 || Clusters count: 13 || Log posterior: -3308.6873994575876 || Iter Time:0.01197195053100586 || Total time:37.485129833221436 Iteration: 1388 || Clusters count: 13 || Log posterior: -3300.832933522406 || Iter Time:0.030856847763061523 || Total time:37.5159866809845 Loading and distributing data: 0.000271 seconds (141 allocations: 13.242 KiB) Iteration: 1389 || Clusters count: 13 || Log posterior: -3291.8570119695382 || Iter Time:0.011976957321166992 || Total time:37.527963638305664 Iteration: 1390 || Clusters count: 13 || Log posterior: -3288.859730608636 || Iter Time:0.03190803527832031 || Total time:37.559871673583984 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1391 || Clusters count: 13 || Log posterior: -3263.8258603805716 || Iter Time:0.01306295394897461 || Total time:37.57293462753296 Iteration: 1392 || Clusters count: 13 || Log posterior: -3261.7364179897254 || Iter Time:0.0328829288482666 || Total 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13 || Log posterior: -3237.7591684832273 || Iter Time:0.030569791793823242 || Total time:37.73198962211609 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 1399 || Clusters count: 13 || Log posterior: -3253.533085530788 || Iter Time:0.011323928833007812 || Total time:37.7433135509491 Iteration: 1400 || Clusters count: 13 || Log posterior: -3253.1719795188005 || Iter Time:0.030169010162353516 || Total time:37.77348256111145 Loading and distributing data: 0.000190 seconds (141 allocations: 13.242 KiB) Iteration: 1401 || Clusters count: 13 || Log posterior: -3267.493591456428 || Iter Time:0.010422945022583008 || Total time:37.78390550613403 Iteration: 1402 || Clusters count: 13 || Log posterior: -3267.493591456428 || Iter Time:0.030045032501220703 || Total time:37.813950538635254 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1403 || Clusters count: 13 || Log posterior: -3253.6524184229393 || Iter 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Iteration: 1409 || Clusters count: 13 || Log posterior: -3303.1988308612868 || Iter Time:0.011121034622192383 || Total time:37.94713830947876 Iteration: 1410 || Clusters count: 13 || Log posterior: -3301.0692181066047 || Iter Time:0.05859017372131348 || Total time:38.00572848320007 Loading and distributing data: 0.000171 seconds (141 allocations: 13.242 KiB) Iteration: 1411 || Clusters count: 13 || Log posterior: -3297.2177513165057 || Iter Time:0.011681079864501953 || Total time:38.017409563064575 Iteration: 1412 || Clusters count: 13 || Log posterior: -3281.774383219935 || Iter Time:0.030897855758666992 || Total time:38.04830741882324 Loading and distributing data: 0.000179 seconds (141 allocations: 13.242 KiB) Iteration: 1413 || Clusters count: 13 || Log posterior: -3288.949853436123 || Iter Time:0.011933088302612305 || Total time:38.060240507125854 Iteration: 1414 || Clusters count: 13 || Log posterior: -3288.949853436123 || Iter Time:0.03189206123352051 || Total 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13 || Log posterior: -3291.7798747508755 || Iter Time:0.032341957092285156 || Total time:38.22328424453735 Loading and distributing data: 0.000183 seconds (141 allocations: 13.242 KiB) Iteration: 1421 || Clusters count: 13 || Log posterior: -3245.8554849632574 || Iter Time:0.01137399673461914 || Total time:38.23465824127197 Iteration: 1422 || Clusters count: 13 || Log posterior: -3240.010028133587 || Iter Time:0.03108811378479004 || Total time:38.26574635505676 Loading and distributing data: 0.000176 seconds (141 allocations: 13.242 KiB) Iteration: 1423 || Clusters count: 13 || Log posterior: -3238.7819438808915 || Iter Time:0.012150049209594727 || Total time:38.27789640426636 Iteration: 1424 || Clusters count: 13 || Log posterior: -3229.8903301318346 || Iter Time:0.030544042587280273 || Total time:38.30844044685364 Loading and distributing data: 0.000191 seconds (141 allocations: 13.242 KiB) Iteration: 1425 || Clusters count: 13 || Log posterior: -3223.503921324023 || Iter 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Iteration: 1431 || Clusters count: 13 || Log posterior: -3236.753381071914 || Iter Time:0.01299905776977539 || Total time:38.457051515579224 Iteration: 1432 || Clusters count: 13 || Log posterior: -3232.4428767702984 || Iter Time:0.030683040618896484 || Total time:38.48773455619812 Loading and distributing data: 0.000177 seconds (141 allocations: 13.242 KiB) Iteration: 1433 || Clusters count: 13 || Log posterior: -3297.081983479097 || Iter Time:0.011599063873291016 || Total time:38.49933362007141 Iteration: 1434 || Clusters count: 13 || Log posterior: -3289.9055378175162 || Iter Time:0.030778884887695312 || Total time:38.530112504959106 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1435 || Clusters count: 13 || Log posterior: -3285.729484175257 || Iter Time:0.01158905029296875 || Total time:38.541701555252075 Iteration: 1436 || Clusters count: 13 || Log posterior: -3276.259499414079 || Iter Time:0.03073406219482422 || Total 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|| Log posterior: -3321.608786923325 || Iter Time:0.05718207359313965 || Total time:38.72947859764099 Loading and distributing data: 0.000186 seconds (141 allocations: 13.242 KiB) Iteration: 1443 || Clusters count: 13 || Log posterior: -3290.262739715692 || Iter Time:0.011656045913696289 || Total time:38.74113464355469 Iteration: 1444 || Clusters count: 13 || Log posterior: -3287.7177012603297 || Iter Time:0.03070688247680664 || Total time:38.771841526031494 Loading and distributing data: 0.000176 seconds (141 allocations: 13.242 KiB) Iteration: 1445 || Clusters count: 13 || Log posterior: -3277.4269650038536 || Iter Time:0.011929988861083984 || Total time:38.78377151489258 Iteration: 1446 || Clusters count: 13 || Log posterior: -3264.619896892925 || Iter Time:0.03095698356628418 || Total time:38.81472849845886 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1447 || Clusters count: 13 || Log posterior: -3257.958957156921 || Iter 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Iteration: 1453 || Clusters count: 13 || Log posterior: -3301.9801649681876 || Iter Time:0.011831045150756836 || Total time:38.9583694934845 Iteration: 1454 || Clusters count: 13 || Log posterior: -3297.0691509269077 || Iter Time:0.03151512145996094 || Total time:38.98988461494446 Loading and distributing data: 0.000176 seconds (141 allocations: 13.242 KiB) Iteration: 1455 || Clusters count: 13 || Log posterior: -3256.8739687979237 || Iter Time:0.012603998184204102 || Total time:39.00248861312866 Iteration: 1456 || Clusters count: 13 || Log posterior: -3255.332781671355 || Iter Time:0.03160905838012695 || Total time:39.03409767150879 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1457 || Clusters count: 13 || Log posterior: -3262.8476894047453 || Iter Time:0.01226496696472168 || Total time:39.04636263847351 Iteration: 1458 || Clusters count: 13 || Log posterior: -3250.443954640469 || Iter Time:0.03297901153564453 || Total time:39.079341650009155 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1459 || Clusters count: 13 || Log posterior: -3327.772501307228 || Iter Time:0.012054920196533203 || Total time:39.09139657020569 Iteration: 1460 || Clusters count: 13 || Log posterior: -3325.217774273341 || Iter Time:0.03255605697631836 || Total time:39.12395262718201 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1461 || Clusters count: 13 || Log posterior: -3329.179396412464 || Iter Time:0.013604164123535156 || Total time:39.13755679130554 Iteration: 1462 || Clusters count: 13 || Log posterior: -3329.179396412464 || Iter Time:0.03341412544250488 || Total time:39.17097091674805 Loading and distributing data: 0.000203 seconds (141 allocations: 13.242 KiB) Iteration: 1463 || Clusters count: 13 || Log posterior: -3279.323207336815 || Iter Time:0.013643026351928711 || Total time:39.184613943099976 Iteration: 1464 || Clusters count: 13 || Log posterior: -3272.884198228391 || Iter Time:0.032022953033447266 || Total time:39.21663689613342 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1465 || Clusters count: 13 || Log posterior: -3283.5583775727564 || Iter Time:0.013714075088500977 || Total time:39.230350971221924 Iteration: 1466 || Clusters count: 13 || Log posterior: -3259.0362307414175 || Iter Time:0.03521585464477539 || Total time:39.2655668258667 Loading and distributing data: 0.000192 seconds (141 allocations: 13.242 KiB) Iteration: 1467 || Clusters count: 13 || Log posterior: -3267.9181775166894 || Iter Time:0.012354135513305664 || Total time:39.277920961380005 Iteration: 1468 || Clusters count: 13 || Log posterior: -3267.9181775166894 || Iter Time:0.03127002716064453 || Total time:39.30919098854065 Loading and distributing data: 0.000188 seconds (141 allocations: 13.242 KiB) Iteration: 1469 || Clusters count: 13 || Log posterior: -3245.7902238794795 || Iter 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Iteration: 1475 || Clusters count: 14 || Log posterior: -3298.4795858149187 || Iter Time:0.011429071426391602 || Total time:39.473373889923096 Iteration: 1476 || Clusters count: 13 || Log posterior: -3274.326661832078 || Iter Time:0.031239986419677734 || Total time:39.50461387634277 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1477 || Clusters count: 13 || Log posterior: -3265.29670038686 || Iter Time:0.010989904403686523 || Total time:39.51560378074646 Iteration: 1478 || Clusters count: 13 || Log posterior: -3261.494193618388 || Iter Time:0.029259920120239258 || Total time:39.5448637008667 Loading and distributing data: 0.000197 seconds (141 allocations: 13.242 KiB) Iteration: 1479 || Clusters count: 13 || Log posterior: -3225.6121032260176 || Iter Time:0.012145042419433594 || Total time:39.55700874328613 Iteration: 1480 || Clusters count: 13 || Log posterior: -3225.6121032260176 || Iter Time:0.03172802925109863 || Total 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13 || Log posterior: -3248.109444149474 || Iter Time:0.030961990356445312 || Total time:39.72484803199768 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1487 || Clusters count: 13 || Log posterior: -3277.5808231346978 || Iter Time:0.011363029479980469 || Total time:39.73621106147766 Iteration: 1488 || Clusters count: 13 || Log posterior: -3276.09719332422 || Iter Time:0.030363082885742188 || Total time:39.7665741443634 Loading and distributing data: 0.000175 seconds (141 allocations: 13.242 KiB) Iteration: 1489 || Clusters count: 13 || Log posterior: -3357.8021939877226 || Iter Time:0.011531829833984375 || Total time:39.77810597419739 Iteration: 1490 || Clusters count: 13 || Log posterior: -3353.615070915299 || Iter Time:0.03209996223449707 || Total time:39.810205936431885 Loading and distributing data: 0.000201 seconds (141 allocations: 13.242 KiB) Iteration: 1491 || Clusters count: 13 || Log posterior: -3329.259090752554 || Iter 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Iteration: 1497 || Clusters count: 13 || Log posterior: -3292.9691865373934 || Iter Time:0.011870145797729492 || Total time:39.95576310157776 Iteration: 1498 || Clusters count: 13 || Log posterior: -3282.65907345362 || Iter Time:0.030618906021118164 || Total time:39.98638200759888 Loading and distributing data: 0.000196 seconds (141 allocations: 13.242 KiB) Iteration: 1499 || Clusters count: 13 || Log posterior: -3273.015480600166 || Iter Time:0.012288093566894531 || Total time:39.99867010116577 Iteration: 1500 || Clusters count: 13 || Log posterior: -3258.747484228586 || Iter Time:0.03085494041442871 || Total time:40.0295250415802 Loading and distributing data: 0.000188 seconds (141 allocations: 13.242 KiB) Iteration: 1501 || Clusters count: 13 || Log posterior: -3250.087249297976 || Iter Time:0.011948108673095703 || Total time:40.041473150253296 Iteration: 1502 || Clusters count: 13 || Log posterior: -3242.347888474276 || Iter Time:0.03147697448730469 || Total time:40.0729501247406 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-3204.0721265735306 || Iter Time:0.03138422966003418 || Total time:40.22929263114929 Loading and distributing data: 0.000198 seconds (141 allocations: 13.242 KiB) Iteration: 1509 || Clusters count: 13 || Log posterior: -3282.749488870801 || Iter Time:0.012382984161376953 || Total time:40.24167561531067 Iteration: 1510 || Clusters count: 13 || Log posterior: -3268.3054052081043 || Iter Time:0.03205299377441406 || Total time:40.27372860908508 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1511 || Clusters count: 13 || Log posterior: -3233.273408497545 || Iter Time:0.011507987976074219 || Total time:40.28523659706116 Iteration: 1512 || Clusters count: 13 || Log posterior: -3220.832196052614 || Iter Time:0.03168892860412598 || Total time:40.31692552566528 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1513 || Clusters count: 13 || Log posterior: -3237.396094831072 || Iter Time:0.011860132217407227 || Total 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|| Log posterior: -3277.204141391432 || Iter Time:0.011312007904052734 || Total time:40.46675992012024 Iteration: 1520 || Clusters count: 13 || Log posterior: -3271.5668589214415 || Iter Time:0.030673980712890625 || Total time:40.49743390083313 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1521 || Clusters count: 13 || Log posterior: -3202.5227816263496 || Iter Time:0.011328935623168945 || Total time:40.5087628364563 Iteration: 1522 || Clusters count: 13 || Log posterior: -3201.9216784251253 || Iter Time:0.03281092643737793 || Total time:40.54157376289368 Loading and distributing data: 0.000183 seconds (141 allocations: 13.242 KiB) Iteration: 1523 || Clusters count: 13 || Log posterior: -3224.5598706633746 || Iter Time:0.01135706901550293 || Total time:40.55293083190918 Iteration: 1524 || Clusters count: 13 || Log posterior: -3217.415171829219 || Iter Time:0.033445119857788086 || Total time:40.58637595176697 Loading and distributing data: 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Iteration: 1536 || Clusters count: 13 || Log posterior: -3246.7712811567258 || Iter Time:0.03709983825683594 || Total time:40.88407230377197 Loading and distributing data: 0.000176 seconds (141 allocations: 13.242 KiB) Iteration: 1537 || Clusters count: 13 || Log posterior: -3264.950091253686 || Iter Time:0.01304316520690918 || Total time:40.89711546897888 Iteration: 1538 || Clusters count: 13 || Log posterior: -3254.114942801494 || Iter Time:0.033238887786865234 || Total time:40.93035435676575 Loading and distributing data: 0.000182 seconds (141 allocations: 13.242 KiB) Iteration: 1539 || Clusters count: 13 || Log posterior: -3226.1531564214774 || Iter Time:0.012552022933959961 || Total time:40.94290637969971 Iteration: 1540 || Clusters count: 13 || Log posterior: -3222.8990220558144 || Iter Time:0.031672000885009766 || Total time:40.97457838058472 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1541 || Clusters count: 13 || Log posterior: -3270.7823216306106 || Iter Time:0.01198887825012207 || Total time:40.98656725883484 Iteration: 1542 || Clusters count: 13 || Log posterior: -3270.4856524106654 || Iter Time:0.03148508071899414 || Total time:41.01805233955383 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1543 || Clusters count: 13 || Log posterior: -3279.725802075723 || Iter Time:0.011924028396606445 || Total time:41.02997636795044 Iteration: 1544 || Clusters count: 13 || Log posterior: -3277.2014088547944 || Iter Time:0.03193092346191406 || Total time:41.06190729141235 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1545 || Clusters count: 13 || Log posterior: -3247.0317571344176 || Iter Time:0.012238025665283203 || Total time:41.07414531707764 Iteration: 1546 || Clusters count: 13 || Log posterior: -3237.5633872301823 || Iter Time:0.031224966049194336 || Total time:41.10537028312683 Loading and distributing data: 0.000186 seconds (141 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Iteration: 1569 || Clusters count: 13 || Log posterior: -3275.3124479561625 || Iter Time:0.011549949645996094 || Total time:41.60989022254944 Iteration: 1570 || Clusters count: 13 || Log posterior: -3275.2914369330288 || Iter Time:0.029612064361572266 || Total time:41.63950228691101 Loading and distributing data: 0.000178 seconds (141 allocations: 13.242 KiB) Iteration: 1571 || Clusters count: 13 || Log posterior: -3216.8355654198363 || Iter Time:0.010685205459594727 || Total time:41.650187492370605 Iteration: 1572 || Clusters count: 13 || Log posterior: -3215.2385400687176 || Iter Time:0.030116796493530273 || Total time:41.680304288864136 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1573 || Clusters count: 13 || Log posterior: -3230.845161561854 || Iter Time:0.011486053466796875 || Total time:41.69179034233093 Iteration: 1574 || Clusters count: 13 || Log posterior: -3225.9455636499015 || Iter Time:0.0306549072265625 || Total 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Log posterior: -3241.881671550038 || Iter Time:0.03319501876831055 || Total time:41.85776615142822 Loading and distributing data: 0.000182 seconds (141 allocations: 13.242 KiB) Iteration: 1581 || Clusters count: 13 || Log posterior: -3258.8856785798043 || Iter Time:0.012398958206176758 || Total time:41.8701651096344 Iteration: 1582 || Clusters count: 13 || Log posterior: -3248.97206587758 || Iter Time:0.03597593307495117 || Total time:41.90614104270935 Loading and distributing data: 0.000201 seconds (141 allocations: 13.242 KiB) Iteration: 1583 || Clusters count: 13 || Log posterior: -3233.266939461682 || Iter Time:0.014185190200805664 || Total time:41.920326232910156 Iteration: 1584 || Clusters count: 13 || Log posterior: -3231.0022454911928 || Iter Time:0.03249096870422363 || Total time:41.95281720161438 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1585 || Clusters count: 13 || Log posterior: -3219.647850136201 || Iter 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Iteration: 1591 || Clusters count: 13 || Log posterior: -3307.9909809812266 || Iter Time:0.011140108108520508 || Total time:42.098363637924194 Iteration: 1592 || Clusters count: 13 || Log posterior: -3291.1497037731133 || Iter Time:0.030679941177368164 || Total time:42.12904357910156 Loading and distributing data: 0.000190 seconds (141 allocations: 13.242 KiB) Iteration: 1593 || Clusters count: 13 || Log posterior: -3288.073195236682 || Iter Time:0.011884927749633789 || Total time:42.140928506851196 Iteration: 1594 || Clusters count: 13 || Log posterior: -3284.3889329261233 || Iter Time:0.030807018280029297 || Total time:42.171735525131226 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1595 || Clusters count: 13 || Log posterior: -3238.576936830945 || Iter Time:0.011945009231567383 || Total time:42.18368053436279 Iteration: 1596 || Clusters count: 13 || Log posterior: -3233.52695061137 || Iter Time:0.06039714813232422 || Total 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|| Log posterior: -3257.029877778601 || Iter Time:0.03473210334777832 || Total time:42.38566780090332 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1603 || Clusters count: 13 || Log posterior: -3282.8132783314295 || Iter Time:0.012326955795288086 || Total time:42.39799475669861 Iteration: 1604 || Clusters count: 13 || Log posterior: -3269.080194042334 || Iter Time:0.033226966857910156 || Total time:42.43122172355652 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1605 || Clusters count: 13 || Log posterior: -3283.6417750720548 || Iter Time:0.011256933212280273 || Total time:42.4424786567688 Iteration: 1606 || Clusters count: 13 || Log posterior: -3275.448331341525 || Iter Time:0.03207111358642578 || Total time:42.474549770355225 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1607 || Clusters count: 13 || Log posterior: -3247.497448894394 || Iter 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Iteration: 1613 || Clusters count: 13 || Log posterior: -3316.6753476548743 || Iter Time:0.012057065963745117 || Total time:42.615601539611816 Iteration: 1614 || Clusters count: 13 || Log posterior: -3309.0124908270905 || Iter Time:0.03100895881652832 || Total time:42.646610498428345 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1615 || Clusters count: 13 || Log posterior: -3294.7277454400737 || Iter Time:0.012429952621459961 || Total time:42.659040451049805 Iteration: 1616 || Clusters count: 13 || Log posterior: -3288.9429084432977 || Iter Time:0.029983997344970703 || Total time:42.689024448394775 Loading and distributing data: 0.000174 seconds (141 allocations: 13.242 KiB) Iteration: 1617 || Clusters count: 13 || Log posterior: -3244.8186213853764 || Iter Time:0.01160883903503418 || Total time:42.70063328742981 Iteration: 1618 || Clusters count: 13 || Log posterior: -3242.387129171572 || Iter Time:0.029959917068481445 || Total 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13 || Log posterior: -3214.1706936164337 || Iter Time:0.03131604194641113 || Total time:42.857824087142944 Loading and distributing data: 0.000190 seconds (141 allocations: 13.242 KiB) Iteration: 1625 || Clusters count: 13 || Log posterior: -3247.5086980702004 || Iter Time:0.011634111404418945 || Total time:42.86945819854736 Iteration: 1626 || Clusters count: 13 || Log posterior: -3233.110939372199 || Iter Time:0.03185009956359863 || Total time:42.90130829811096 Loading and distributing data: 0.000187 seconds (141 allocations: 13.242 KiB) Iteration: 1627 || Clusters count: 13 || Log posterior: -3315.1546771043304 || Iter Time:0.011407136917114258 || Total time:42.912715435028076 Iteration: 1628 || Clusters count: 13 || Log posterior: -3293.6109672241487 || Iter Time:0.058976173400878906 || Total time:42.971691608428955 Loading and distributing data: 0.000204 seconds (141 allocations: 13.242 KiB) Iteration: 1629 || Clusters count: 13 || Log posterior: -3290.3342865052246 || Iter 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Iteration: 1635 || Clusters count: 13 || Log posterior: -3313.6246162021403 || Iter Time:0.012794017791748047 || Total time:43.11154794692993 Iteration: 1636 || Clusters count: 13 || Log posterior: -3307.9061816035637 || Iter Time:0.03741908073425293 || Total time:43.148967027664185 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1637 || Clusters count: 13 || Log posterior: -3290.8035120741824 || Iter Time:0.013888120651245117 || Total time:43.16285514831543 Iteration: 1638 || Clusters count: 13 || Log posterior: -3290.8035120741824 || Iter Time:0.03444695472717285 || Total time:43.1973021030426 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1639 || Clusters count: 13 || Log posterior: -3252.4554768135195 || Iter Time:0.01248788833618164 || Total time:43.209789991378784 Iteration: 1640 || Clusters count: 13 || Log posterior: -3239.8362879137158 || Iter Time:0.03265094757080078 || Total 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Iteration: 1657 || Clusters count: 13 || Log posterior: -3271.6271898070613 || Iter Time:0.011458158493041992 || Total time:43.60668420791626 Iteration: 1658 || Clusters count: 13 || Log posterior: -3271.4121270729297 || Iter Time:0.0325469970703125 || Total time:43.63923120498657 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1659 || Clusters count: 13 || Log posterior: -3299.171154356029 || Iter Time:0.012703895568847656 || Total time:43.65193510055542 Iteration: 1660 || Clusters count: 13 || Log posterior: -3296.372571868124 || Iter Time:0.03084087371826172 || Total time:43.68277597427368 Loading and distributing data: 0.000184 seconds (141 allocations: 13.242 KiB) Iteration: 1661 || Clusters count: 13 || Log posterior: -3260.449573751781 || Iter Time:0.011181116104125977 || Total time:43.69395709037781 Iteration: 1662 || Clusters count: 13 || Log posterior: -3250.0155630392983 || Iter Time:0.029562950134277344 || Total 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Iteration: 1679 || Clusters count: 13 || Log posterior: -3276.499228942615 || Iter Time:0.012398958206176758 || Total time:44.09248447418213 Iteration: 1680 || Clusters count: 13 || Log posterior: -3273.249437248789 || Iter Time:0.03179311752319336 || Total time:44.12427759170532 Loading and distributing data: 0.000183 seconds (141 allocations: 13.242 KiB) Iteration: 1681 || Clusters count: 13 || Log posterior: -3279.879952865346 || Iter Time:0.012601137161254883 || Total time:44.13687872886658 Iteration: 1682 || Clusters count: 13 || Log posterior: -3276.179382841922 || Iter Time:0.0319211483001709 || Total time:44.16879987716675 Loading and distributing data: 0.000176 seconds (141 allocations: 13.242 KiB) Iteration: 1683 || Clusters count: 13 || Log posterior: -3273.0870583610003 || Iter Time:0.011426210403442383 || Total time:44.18022608757019 Iteration: 1684 || Clusters count: 13 || Log posterior: -3261.644264970304 || Iter Time:0.029479026794433594 || Total time:44.209705114364624 Loading and distributing data: 0.000178 seconds (141 allocations: 13.242 KiB) Iteration: 1685 || Clusters count: 13 || Log posterior: -3240.8962247035065 || Iter Time:0.012003898620605469 || Total time:44.22170901298523 Iteration: 1686 || Clusters count: 13 || Log posterior: -3240.290897673715 || Iter Time:0.0305938720703125 || Total time:44.25230288505554 Loading and distributing data: 0.000182 seconds (141 allocations: 13.242 KiB) Iteration: 1687 || Clusters count: 13 || Log posterior: -3271.1863750099324 || Iter Time:0.011729955673217773 || Total time:44.26403284072876 Iteration: 1688 || Clusters count: 13 || Log posterior: -3263.360842435562 || Iter Time:0.03135490417480469 || Total time:44.295387744903564 Loading and distributing data: 0.000214 seconds (141 allocations: 13.211 KiB) Iteration: 1689 || Clusters count: 13 || Log posterior: -3291.7045538757775 || Iter Time:0.012481927871704102 || Total time:44.30786967277527 Iteration: 1690 || Clusters count: 13 || Log posterior: -3288.2866694565546 || Iter Time:0.056900978088378906 || Total time:44.36477065086365 Loading and distributing data: 0.000185 seconds (141 allocations: 13.242 KiB) Iteration: 1691 || Clusters count: 13 || Log posterior: -3307.906801812874 || Iter Time:0.011265993118286133 || Total time:44.376036643981934 Iteration: 1692 || Clusters count: 13 || Log posterior: -3306.497036252746 || Iter Time:0.028764963150024414 || Total time:44.40480160713196 Loading and distributing data: 0.000172 seconds (141 allocations: 13.242 KiB) Iteration: 1693 || Clusters count: 13 || Log posterior: -3288.0338222386176 || Iter Time:0.011983871459960938 || Total time:44.41678547859192 Iteration: 1694 || Clusters count: 13 || Log posterior: -3283.232826272091 || Iter Time:0.031165122985839844 || Total time:44.44795060157776 Loading and distributing data: 0.000179 seconds (141 allocations: 13.242 KiB) Iteration: 1695 || Clusters count: 13 || Log posterior: -3272.750085071838 || Iter Time:0.011852025985717773 || 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13 || Log posterior: -3210.19765296037 || Iter Time:0.011001825332641602 || Total time:44.58519458770752 Iteration: 1702 || Clusters count: 13 || Log posterior: -3206.8449492004574 || Iter Time:0.03054499626159668 || Total time:44.615739583969116 Loading and distributing data: 0.000175 seconds (141 allocations: 13.242 KiB) Iteration: 1703 || Clusters count: 14 || Log posterior: -3197.6487183960785 || Iter Time:0.012521028518676758 || Total time:44.62826061248779 Iteration: 1704 || Clusters count: 14 || Log posterior: -3180.455266191655 || Iter Time:0.032933950424194336 || Total time:44.66119456291199 Loading and distributing data: 0.000187 seconds (141 allocations: 13.242 KiB) Iteration: 1705 || Clusters count: 14 || Log posterior: -3188.3887766962944 || Iter Time:0.012074947357177734 || Total time:44.673269510269165 Iteration: 1706 || Clusters count: 14 || Log posterior: -3187.2484253478115 || Iter Time:0.034169912338256836 || Total time:44.70743942260742 Loading and distributing 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Iteration: 1718 || Clusters count: 13 || Log posterior: -3294.5086578410496 || Iter Time:0.03080010414123535 || Total time:44.96977782249451 Loading and distributing data: 0.000200 seconds (141 allocations: 13.242 KiB) Iteration: 1719 || Clusters count: 13 || Log posterior: -3292.7972915876467 || Iter Time:0.012427091598510742 || Total time:44.98220491409302 Iteration: 1720 || Clusters count: 13 || Log posterior: -3285.104333679356 || Iter Time:0.031713008880615234 || Total time:45.01391792297363 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 1721 || Clusters count: 13 || Log posterior: -3270.5856870290654 || Iter Time:0.03781414031982422 || Total time:45.05173206329346 Iteration: 1722 || Clusters count: 13 || Log posterior: -3267.5522475158277 || Iter Time:0.0337679386138916 || Total time:45.08550000190735 Loading and distributing data: 0.000190 seconds (141 allocations: 13.242 KiB) Iteration: 1723 || Clusters count: 13 || Log posterior: 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Iteration: 1751 || Clusters count: 13 || Log posterior: -3280.5886497662386 || Iter Time:0.01030421257019043 || Total time:45.68741464614868 Iteration: 1752 || Clusters count: 13 || Log posterior: -3268.3677675799936 || Iter Time:0.03149080276489258 || Total time:45.718905448913574 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1753 || Clusters count: 13 || Log posterior: -3286.976955211123 || Iter Time:0.03711199760437012 || Total time:45.756017446517944 Iteration: 1754 || Clusters count: 13 || Log posterior: -3285.132001108289 || Iter Time:0.033329010009765625 || Total time:45.78934645652771 Loading and distributing data: 0.000180 seconds (141 allocations: 13.242 KiB) Iteration: 1755 || Clusters count: 13 || Log posterior: -3257.952138215477 || Iter Time:0.012170791625976562 || Total time:45.80151724815369 Iteration: 1756 || Clusters count: 13 || Log posterior: -3247.5177151519747 || Iter Time:0.03517603874206543 || Total 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|| Log posterior: -3291.2313818594153 || Iter Time:0.03311014175415039 || Total time:45.97121334075928 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1763 || Clusters count: 14 || Log posterior: -3280.0344675769047 || Iter Time:0.012408971786499023 || Total time:45.983622312545776 Iteration: 1764 || Clusters count: 14 || Log posterior: -3275.570567868901 || Iter Time:0.034132957458496094 || Total time:46.01775527000427 Loading and distributing data: 0.000186 seconds (141 allocations: 13.242 KiB) Iteration: 1765 || Clusters count: 13 || Log posterior: -3266.1871519799906 || Iter Time:0.012281179428100586 || Total time:46.03003644943237 Iteration: 1766 || Clusters count: 13 || Log posterior: -3263.775554651428 || Iter Time:0.031575918197631836 || Total time:46.061612367630005 Loading and distributing data: 0.000199 seconds (141 allocations: 13.242 KiB) Iteration: 1767 || Clusters count: 13 || Log posterior: -3294.1192500261077 || Iter 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Iteration: 1773 || Clusters count: 13 || Log posterior: -3289.43802163965 || Iter Time:0.011649847030639648 || Total time:46.203064918518066 Iteration: 1774 || Clusters count: 13 || Log posterior: -3282.5816368011215 || Iter Time:0.03148198127746582 || Total time:46.23454689979553 Loading and distributing data: 0.000192 seconds (141 allocations: 13.242 KiB) Iteration: 1775 || Clusters count: 13 || Log posterior: -3306.415762506613 || Iter Time:0.01193690299987793 || Total time:46.24648380279541 Iteration: 1776 || Clusters count: 13 || Log posterior: -3287.4309639828903 || Iter Time:0.031095027923583984 || Total time:46.277578830718994 Loading and distributing data: 0.000186 seconds (141 allocations: 13.242 KiB) Iteration: 1777 || Clusters count: 13 || Log posterior: -3282.35033445312 || Iter Time:0.012059926986694336 || Total time:46.28963875770569 Iteration: 1778 || Clusters count: 13 || Log posterior: -3277.5480716653183 || Iter Time:0.03165793418884277 || Total 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|| Log posterior: -3277.138401873153 || Iter Time:0.05456185340881348 || Total time:46.47257924079895 Loading and distributing data: 0.000191 seconds (141 allocations: 13.242 KiB) Iteration: 1785 || Clusters count: 13 || Log posterior: -3312.669141817615 || Iter Time:0.011381149291992188 || Total time:46.48396039009094 Iteration: 1786 || Clusters count: 13 || Log posterior: -3307.9870955627466 || Iter Time:0.03188204765319824 || Total time:46.51584243774414 Loading and distributing data: 0.000183 seconds (141 allocations: 13.242 KiB) Iteration: 1787 || Clusters count: 13 || Log posterior: -3292.4201799345606 || Iter Time:0.011661052703857422 || Total time:46.527503490448 Iteration: 1788 || Clusters count: 13 || Log posterior: -3284.7420766314863 || Iter Time:0.0309598445892334 || Total time:46.55846333503723 Loading and distributing data: 0.000186 seconds (141 allocations: 13.242 KiB) Iteration: 1789 || Clusters count: 13 || Log posterior: -3276.4876786316217 || Iter 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KiB) Iteration: 1795 || Clusters count: 13 || Log posterior: -3247.175726871452 || Iter Time:0.012143850326538086 || Total time:46.69889426231384 Iteration: 1796 || Clusters count: 13 || Log posterior: -3240.7326180581676 || Iter Time:0.03171491622924805 || Total time:46.73060917854309 Loading and distributing data: 0.000174 seconds (141 allocations: 13.242 KiB) Iteration: 1797 || Clusters count: 13 || Log posterior: -3248.622457916047 || Iter Time:0.012438058853149414 || Total time:46.74304723739624 Iteration: 1798 || Clusters count: 13 || Log posterior: -3235.144205725189 || Iter Time:0.03169894218444824 || Total time:46.77474617958069 Loading and distributing data: 0.000181 seconds (141 allocations: 13.242 KiB) Iteration: 1799 || Clusters count: 13 || Log posterior: -3261.699372646481 || Iter Time:0.01161813735961914 || Total time:46.78636431694031 Iteration: 1800 || Clusters count: 13 || Log posterior: -3260.786274604168 || Iter Time:0.03016495704650879 || Total 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Iteration: 1817 || Clusters count: 13 || Log posterior: -3246.2080126378173 || Iter Time:0.012026071548461914 || Total time:47.20891785621643 Iteration: 1818 || Clusters count: 13 || Log posterior: -3239.38832535901 || Iter Time:0.030746936798095703 || Total time:47.239664793014526 Loading and distributing data: 0.000175 seconds (141 allocations: 13.242 KiB) Iteration: 1819 || Clusters count: 13 || Log posterior: -3287.8100758399355 || Iter Time:0.012539863586425781 || Total time:47.25220465660095 Iteration: 1820 || Clusters count: 13 || Log posterior: -3283.627105105988 || Iter Time:0.03259086608886719 || Total time:47.28479552268982 Loading and distributing data: 0.000178 seconds (141 allocations: 13.242 KiB) Iteration: 1821 || Clusters count: 13 || Log posterior: -3296.902640828457 || Iter Time:0.012554168701171875 || Total time:47.29734969139099 Iteration: 1822 || Clusters count: 13 || Log posterior: -3279.642060936502 || Iter Time:0.031661033630371094 || Total time:47.32901072502136 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1823 || Clusters count: 13 || Log posterior: -3278.9095601802155 || Iter Time:0.012038946151733398 || Total time:47.341049671173096 Iteration: 1824 || Clusters count: 13 || Log posterior: -3276.8764083383567 || Iter Time:0.0318140983581543 || Total time:47.37286376953125 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1825 || Clusters count: 13 || Log posterior: -3293.8393762530372 || Iter Time:0.017040014266967773 || Total time:47.38990378379822 Iteration: 1826 || Clusters count: 13 || Log posterior: -3286.6524293714033 || Iter Time:0.034126996994018555 || Total time:47.424030780792236 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1827 || Clusters count: 13 || Log posterior: -3242.7964752441653 || Iter Time:0.013200998306274414 || Total time:47.43723177909851 Iteration: 1828 || Clusters count: 13 || Log posterior: -3242.7964752441653 || Iter Time:0.033203125 || Total time:47.47043490409851 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1829 || Clusters count: 13 || Log posterior: -3286.8176945910823 || Iter Time:0.012170076370239258 || Total time:47.48260498046875 Iteration: 1830 || Clusters count: 13 || Log posterior: -3270.7801955710656 || Iter Time:0.0323488712310791 || Total time:47.51495385169983 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1831 || Clusters count: 13 || Log posterior: -3235.0652448846713 || Iter Time:0.01162409782409668 || Total time:47.526577949523926 Iteration: 1832 || Clusters count: 13 || Log posterior: -3235.0207182419763 || Iter Time:0.029755115509033203 || Total time:47.55633306503296 Loading and distributing data: 0.000182 seconds (141 allocations: 13.242 KiB) Iteration: 1833 || Clusters count: 13 || Log posterior: -3241.8203337280347 || Iter Time:0.01151418685913086 || Total time:47.56784725189209 Iteration: 1834 || Clusters count: 13 || Log posterior: -3229.5680453595924 || Iter Time:0.03032708168029785 || Total time:47.59817433357239 Loading and distributing data: 0.000169 seconds (141 allocations: 13.242 KiB) Iteration: 1835 || Clusters count: 13 || Log posterior: -3216.2481168788786 || Iter Time:0.011664152145385742 || Total time:47.60983848571777 Iteration: 1836 || Clusters count: 13 || Log posterior: -3216.2481168788786 || Iter Time:0.030189990997314453 || Total time:47.64002847671509 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1837 || Clusters count: 13 || Log posterior: -3176.198110761873 || Iter Time:0.011308908462524414 || Total time:47.65133738517761 Iteration: 1838 || Clusters count: 13 || Log posterior: -3175.5547378639703 || Iter Time:0.030375003814697266 || Total time:47.68171238899231 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1839 || Clusters count: 13 || Log posterior: -3155.655076017745 || Iter Time:0.011992931365966797 || Total time:47.693705320358276 Iteration: 1840 || Clusters count: 13 || Log posterior: -3148.6696612469786 || Iter Time:0.029942989349365234 || Total time:47.72364830970764 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1841 || Clusters count: 13 || Log posterior: -3222.0319727204933 || Iter Time:0.011193037033081055 || Total time:47.73484134674072 Iteration: 1842 || Clusters count: 13 || Log posterior: -3213.6794127656003 || Iter Time:0.030488967895507812 || Total time:47.76533031463623 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1843 || Clusters count: 13 || Log posterior: -3228.147662988862 || Iter Time:0.011868953704833984 || Total time:47.777199268341064 Iteration: 1844 || Clusters count: 13 || Log posterior: -3222.283341103396 || Iter Time:0.03190016746520996 || Total time:47.809099435806274 Loading and distributing data: 0.000218 seconds (141 allocations: 13.211 KiB) Iteration: 1845 || Clusters count: 13 || Log posterior: -3228.5627337830065 || Iter Time:0.012259960174560547 || Total time:47.821359395980835 Iteration: 1846 || Clusters count: 13 || Log posterior: -3228.5627337830065 || Iter Time:0.03081798553466797 || Total time:47.8521773815155 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1847 || Clusters count: 13 || Log posterior: -3260.79612047087 || Iter Time:0.011301040649414062 || Total time:47.86347842216492 Iteration: 1848 || Clusters count: 13 || Log posterior: -3257.6594402978817 || Iter Time:0.05682802200317383 || Total time:47.92030644416809 Loading and distributing data: 0.000186 seconds (141 allocations: 13.242 KiB) Iteration: 1849 || Clusters count: 13 || Log posterior: -3242.119117605075 || Iter Time:0.012459993362426758 || Total time:47.93276643753052 Iteration: 1850 || Clusters count: 13 || Log posterior: -3242.119117605075 || Iter Time:0.03159499168395996 || Total time:47.96436142921448 Loading and distributing data: 0.000181 seconds (141 allocations: 13.242 KiB) Iteration: 1851 || Clusters count: 13 || Log posterior: -3251.2142665188157 || Iter Time:0.011630058288574219 || Total time:47.97599148750305 Iteration: 1852 || Clusters count: 13 || Log posterior: -3244.2878624737073 || Iter Time:0.0325009822845459 || Total time:48.0084924697876 Loading and distributing data: 0.000191 seconds (141 allocations: 13.242 KiB) Iteration: 1853 || Clusters count: 13 || Log posterior: -3209.9987276607944 || Iter Time:0.011624813079833984 || Total time:48.02011728286743 Iteration: 1854 || Clusters count: 13 || Log posterior: -3202.781259153128 || Iter Time:0.030518054962158203 || Total time:48.05063533782959 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1855 || Clusters count: 13 || Log posterior: -3252.733061626769 || Iter Time:0.012199878692626953 || Total time:48.06283521652222 Iteration: 1856 || Clusters count: 13 || Log posterior: -3245.4983429466256 || Iter Time:0.03203988075256348 || Total time:48.09487509727478 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1857 || Clusters count: 13 || Log posterior: -3256.7279260888154 || Iter Time:0.012214899063110352 || Total time:48.10708999633789 Iteration: 1858 || Clusters count: 13 || Log posterior: -3243.993633870694 || Iter Time:0.03181314468383789 || Total time:48.13890314102173 Loading and distributing data: 0.000203 seconds (141 allocations: 13.242 KiB) Iteration: 1859 || Clusters count: 13 || Log posterior: -3284.887385285155 || Iter Time:0.011293888092041016 || Total time:48.15019702911377 Iteration: 1860 || Clusters count: 13 || Log posterior: -3272.5495527128696 || Iter Time:0.0307309627532959 || Total time:48.180927991867065 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1861 || Clusters count: 13 || Log posterior: -3256.7800412437173 || Iter Time:0.010616064071655273 || Total time:48.19154405593872 Iteration: 1862 || Clusters count: 13 || Log posterior: -3251.628942749725 || Iter Time:0.03180503845214844 || Total time:48.22334909439087 Loading and distributing data: 0.000211 seconds (141 allocations: 13.211 KiB) Iteration: 1863 || Clusters count: 13 || Log posterior: -3243.1323522566295 || Iter Time:0.011574983596801758 || Total time:48.23492407798767 Iteration: 1864 || Clusters count: 13 || Log posterior: -3229.1246970152188 || Iter Time:0.03152799606323242 || Total time:48.2664520740509 Loading and distributing data: 0.000213 seconds (141 allocations: 13.242 KiB) Iteration: 1865 || Clusters count: 13 || Log posterior: -3277.805700938116 || Iter Time:0.011497020721435547 || Total time:48.27794909477234 Iteration: 1866 || Clusters count: 13 || Log posterior: -3271.3800791691956 || Iter Time:0.033905982971191406 || Total time:48.31185507774353 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1867 || Clusters count: 13 || Log posterior: -3296.218565091439 || Iter Time:0.013064861297607422 || Total time:48.32491993904114 Iteration: 1868 || Clusters count: 13 || Log posterior: -3289.5507532483725 || Iter Time:0.0310060977935791 || Total time:48.35592603683472 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1869 || Clusters count: 13 || Log posterior: -3268.7842222200206 || Iter Time:0.01227116584777832 || Total time:48.368197202682495 Iteration: 1870 || Clusters count: 13 || Log posterior: -3263.0572262833593 || Iter Time:0.030223846435546875 || Total time:48.39842104911804 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1871 || Clusters count: 13 || Log posterior: -3244.2082549040706 || Iter Time:0.011211156845092773 || Total time:48.409632205963135 Iteration: 1872 || Clusters count: 13 || Log posterior: -3243.5990786871052 || Iter Time:0.03011298179626465 || Total time:48.4397451877594 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1873 || Clusters count: 13 || Log posterior: -3290.002759823236 || Iter Time:0.011718034744262695 || Total time:48.45146322250366 Iteration: 1874 || Clusters count: 13 || Log posterior: -3290.002759823236 || Iter Time:0.030167818069458008 || Total time:48.48163104057312 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1875 || Clusters count: 13 || Log posterior: -3285.8915267700863 || Iter Time:0.010988950729370117 || Total time:48.49261999130249 Iteration: 1876 || Clusters count: 13 || Log posterior: -3282.3994443938623 || Iter Time:0.0299069881439209 || Total time:48.52252697944641 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1877 || Clusters count: 13 || Log posterior: -3249.136821981226 || Iter Time:0.011400938034057617 || Total time:48.53392791748047 Iteration: 1878 || Clusters count: 13 || Log posterior: -3246.1181337752 || Iter Time:0.028525114059448242 || Total time:48.56245303153992 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1879 || Clusters count: 13 || Log posterior: -3297.710669538701 || Iter Time:0.01183319091796875 || Total time:48.574286222457886 Iteration: 1880 || Clusters count: 13 || Log posterior: -3286.8475121891547 || Iter Time:0.05735898017883301 || Total time:48.63164520263672 Loading and distributing data: 0.000201 seconds (141 allocations: 13.242 KiB) Iteration: 1881 || Clusters count: 13 || Log posterior: -3266.454861086733 || Iter Time:0.012629032135009766 || Total time:48.64427423477173 Iteration: 1882 || Clusters count: 13 || Log posterior: -3256.427021353864 || Iter Time:0.0300140380859375 || Total time:48.674288272857666 Loading and distributing data: 0.000184 seconds (141 allocations: 13.242 KiB) Iteration: 1883 || Clusters count: 13 || Log posterior: -3270.302821804691 || Iter Time:0.011255979537963867 || Total time:48.68554425239563 Iteration: 1884 || Clusters count: 13 || Log posterior: -3270.302821804691 || Iter Time:0.032910823822021484 || Total time:48.71845507621765 Loading and distributing data: 0.000195 seconds (141 allocations: 13.242 KiB) Iteration: 1885 || Clusters count: 13 || Log posterior: -3273.5428855822693 || Iter Time:0.01247715950012207 || Total time:48.73093223571777 Iteration: 1886 || Clusters count: 13 || Log posterior: -3273.5428855822693 || Iter Time:0.03192901611328125 || Total time:48.762861251831055 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1887 || Clusters count: 13 || Log posterior: -3291.6039871795138 || Iter Time:0.011729955673217773 || Total time:48.77459120750427 Iteration: 1888 || Clusters count: 13 || Log posterior: -3291.6039871795138 || Iter Time:0.032037973403930664 || Total time:48.8066291809082 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1889 || Clusters count: 13 || Log posterior: -3258.70969387641 || Iter Time:0.01160883903503418 || Total time:48.81823801994324 Iteration: 1890 || Clusters count: 13 || Log posterior: -3258.70969387641 || Iter Time:0.03314208984375 || Total time:48.85138010978699 Loading and distributing data: 0.000206 seconds (141 allocations: 13.242 KiB) Iteration: 1891 || Clusters count: 13 || Log posterior: -3269.214594296369 || Iter Time:0.013598918914794922 || Total time:48.86497902870178 Iteration: 1892 || Clusters count: 13 || Log posterior: -3268.1368025282172 || Iter Time:0.03303694725036621 || Total time:48.89801597595215 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1893 || Clusters count: 13 || Log posterior: -3217.573150575797 || Iter Time:0.014153003692626953 || Total time:48.912168979644775 Iteration: 1894 || Clusters count: 13 || Log posterior: -3216.9304340373924 || Iter Time:0.03300905227661133 || Total time:48.94517803192139 Loading and distributing data: 0.000175 seconds (141 allocations: 13.242 KiB) Iteration: 1895 || Clusters count: 13 || Log posterior: -3235.42826325174 || Iter Time:0.013231992721557617 || Total time:48.958410024642944 Iteration: 1896 || Clusters count: 13 || Log posterior: -3232.382102842038 || Iter Time:0.03225517272949219 || Total time:48.99066519737244 Loading and distributing data: 0.000177 seconds (141 allocations: 13.242 KiB) Iteration: 1897 || Clusters count: 13 || Log posterior: -3301.73146720435 || Iter Time:0.012341022491455078 || Total time:49.00300621986389 Iteration: 1898 || Clusters count: 13 || Log posterior: -3299.8713296036453 || Iter Time:0.03208422660827637 || Total time:49.03509044647217 Loading and distributing data: 0.000202 seconds (141 allocations: 13.242 KiB) Iteration: 1899 || Clusters count: 13 || Log posterior: -3252.5833042239874 || Iter Time:0.012440919876098633 || Total time:49.04753136634827 Iteration: 1900 || Clusters count: 13 || Log posterior: -3245.986186650625 || Iter Time:0.0312650203704834 || Total time:49.07879638671875 Loading and distributing data: 0.000183 seconds (141 allocations: 13.242 KiB) Iteration: 1901 || Clusters count: 13 || Log posterior: -3309.9338702248747 || Iter Time:0.011635065078735352 || Total time:49.090431451797485 Iteration: 1902 || Clusters count: 13 || Log posterior: -3308.402978662873 || Iter Time:0.03104710578918457 || Total time:49.12147855758667 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1903 || Clusters count: 13 || Log posterior: -3297.7423121472143 || Iter Time:0.012127161026000977 || Total time:49.13360571861267 Iteration: 1904 || Clusters count: 13 || Log posterior: -3280.9807682669993 || Iter Time:0.02965998649597168 || Total time:49.16326570510864 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1905 || Clusters count: 13 || Log posterior: -3296.590124198117 || Iter Time:0.011848926544189453 || Total time:49.17511463165283 Iteration: 1906 || Clusters count: 13 || Log posterior: -3287.9743903583635 || Iter Time:0.030185937881469727 || Total time:49.2053005695343 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1907 || Clusters count: 13 || Log posterior: -3264.3467218064634 || Iter Time:0.011807918548583984 || Total time:49.217108488082886 Iteration: 1908 || Clusters count: 13 || Log posterior: -3260.9329973096037 || Iter Time:0.031149864196777344 || Total time:49.24825835227966 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1909 || Clusters count: 13 || Log posterior: -3270.9046625365413 || Iter Time:0.011796951293945312 || Total time:49.26005530357361 Iteration: 1910 || Clusters count: 13 || Log posterior: -3256.610176217408 || Iter Time:0.031610965728759766 || Total time:49.29166626930237 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1911 || Clusters count: 13 || Log posterior: -3225.227827360567 || Iter Time:0.012565135955810547 || Total time:49.30423140525818 Iteration: 1912 || Clusters count: 13 || Log posterior: -3222.005396452696 || Iter Time:0.05559587478637695 || Total time:49.359827280044556 Loading and distributing data: 0.000174 seconds (141 allocations: 13.242 KiB) Iteration: 1913 || Clusters count: 13 || Log posterior: -3276.9748799661347 || Iter Time:0.011505842208862305 || Total time:49.37133312225342 Iteration: 1914 || Clusters count: 13 || Log posterior: -3272.4776112435484 || Iter Time:0.029739856719970703 || Total time:49.40107297897339 Loading and distributing data: 0.000181 seconds (141 allocations: 13.242 KiB) Iteration: 1915 || Clusters count: 13 || Log posterior: -3248.5765923046547 || Iter Time:0.012086868286132812 || Total time:49.41315984725952 Iteration: 1916 || Clusters count: 13 || Log posterior: -3240.6632253898188 || Iter Time:0.02927112579345703 || Total time:49.44243097305298 Loading and distributing data: 0.000172 seconds (141 allocations: 13.242 KiB) Iteration: 1917 || Clusters count: 13 || Log posterior: -3218.4230879883257 || Iter Time:0.011394023895263672 || Total time:49.45382499694824 Iteration: 1918 || Clusters count: 13 || Log posterior: -3190.976205878222 || Iter Time:0.029594898223876953 || Total time:49.48341989517212 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1919 || Clusters count: 13 || Log posterior: -3206.097841656811 || Iter Time:0.011235952377319336 || Total time:49.49465584754944 Iteration: 1920 || Clusters count: 13 || Log posterior: -3206.097841656811 || Iter Time:0.029471874237060547 || Total time:49.5241277217865 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1921 || Clusters count: 13 || Log posterior: -3225.6852391824777 || Iter Time:0.011005878448486328 || Total time:49.535133600234985 Iteration: 1922 || Clusters count: 13 || Log posterior: -3225.6852391824777 || Iter Time:0.030238866806030273 || Total time:49.565372467041016 Loading and distributing data: 0.000172 seconds (141 allocations: 13.242 KiB) Iteration: 1923 || Clusters count: 13 || Log posterior: -3255.049587304601 || Iter Time:0.011197090148925781 || Total time:49.57656955718994 Iteration: 1924 || Clusters count: 13 || Log posterior: -3239.7258907555947 || Iter Time:0.029381990432739258 || Total time:49.60595154762268 Loading and distributing data: 0.000174 seconds (141 allocations: 13.242 KiB) Iteration: 1925 || Clusters count: 13 || Log posterior: -3268.0987292499567 || Iter Time:0.012345075607299805 || Total time:49.61829662322998 Iteration: 1926 || Clusters count: 13 || Log posterior: -3261.6299153373293 || Iter Time:0.030380964279174805 || Total time:49.648677587509155 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1927 || Clusters count: 13 || Log posterior: -3244.9902549617186 || Iter Time:0.011226177215576172 || Total time:49.65990376472473 Iteration: 1928 || Clusters count: 13 || Log posterior: -3235.669840793054 || Iter Time:0.03035879135131836 || Total time:49.69026255607605 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1929 || Clusters count: 13 || Log posterior: -3258.584088494011 || Iter Time:0.011265993118286133 || Total time:49.701528549194336 Iteration: 1930 || Clusters count: 13 || Log posterior: -3250.315815855492 || Iter Time:0.02949380874633789 || Total time:49.731022357940674 Loading and distributing data: 0.000179 seconds (141 allocations: 13.242 KiB) Iteration: 1931 || Clusters count: 13 || Log posterior: -3273.54501620347 || Iter Time:0.011315107345581055 || Total time:49.742337465286255 Iteration: 1932 || Clusters count: 13 || Log posterior: -3259.2501659200784 || Iter Time:0.030504941940307617 || Total time:49.77284240722656 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1933 || Clusters count: 13 || Log posterior: -3250.4472341763685 || Iter Time:0.011618852615356445 || Total time:49.78446125984192 Iteration: 1934 || Clusters count: 13 || Log posterior: -3241.6648126066925 || Iter Time:0.03032398223876953 || Total time:49.81478524208069 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1935 || Clusters count: 13 || Log posterior: -3215.123893687889 || Iter Time:0.012212991714477539 || Total time:49.826998233795166 Iteration: 1936 || Clusters count: 13 || Log posterior: -3215.123893687889 || Iter Time:0.03012990951538086 || Total time:49.85712814331055 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1937 || Clusters count: 13 || Log posterior: -3262.928802604991 || Iter Time:0.012006998062133789 || Total time:49.86913514137268 Iteration: 1938 || Clusters count: 13 || Log posterior: -3250.0045974933346 || Iter Time:0.03042292594909668 || Total time:49.89955806732178 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1939 || Clusters count: 13 || Log posterior: -3214.9374795616336 || Iter Time:0.012171030044555664 || Total time:49.91172909736633 Iteration: 1940 || Clusters count: 13 || Log posterior: -3210.9922557549635 || Iter Time:0.030707120895385742 || Total time:49.94243621826172 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1941 || Clusters count: 13 || Log posterior: -3235.8920989359062 || Iter Time:0.012280941009521484 || Total time:49.95471715927124 Iteration: 1942 || Clusters count: 13 || Log posterior: -3230.5869446714282 || Iter Time:0.030917882919311523 || Total time:49.98563504219055 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1943 || Clusters count: 13 || Log posterior: -3185.5699397030694 || Iter Time:0.012385129928588867 || Total time:49.99802017211914 Iteration: 1944 || Clusters count: 13 || Log posterior: -3180.309117311822 || Iter Time:0.05491995811462402 || Total time:50.052940130233765 Loading and distributing data: 0.000177 seconds (141 allocations: 13.242 KiB) Iteration: 1945 || Clusters count: 13 || Log posterior: -3195.529763238525 || Iter Time:0.011070966720581055 || Total time:50.064011096954346 Iteration: 1946 || Clusters count: 13 || Log posterior: -3195.529763238525 || Iter Time:0.029333829879760742 || Total time:50.093344926834106 Loading and distributing data: 0.000190 seconds (141 allocations: 13.242 KiB) Iteration: 1947 || Clusters count: 13 || Log posterior: -3210.303274871893 || Iter Time:0.011160135269165039 || Total time:50.10450506210327 Iteration: 1948 || Clusters count: 13 || Log posterior: -3202.969571542843 || Iter Time:0.029227018356323242 || Total time:50.133732080459595 Loading and distributing data: 0.000197 seconds (141 allocations: 13.242 KiB) Iteration: 1949 || Clusters count: 13 || Log posterior: -3270.3132815990098 || Iter Time:0.01117396354675293 || Total time:50.14490604400635 Iteration: 1950 || Clusters count: 13 || Log posterior: -3270.3132815990098 || Iter Time:0.030689001083374023 || Total time:50.17559504508972 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1951 || Clusters count: 13 || Log posterior: -3270.012561257579 || Iter Time:0.011277914047241211 || Total time:50.18687295913696 Iteration: 1952 || Clusters count: 13 || Log posterior: -3265.988032009271 || Iter Time:0.029887914657592773 || Total time:50.216760873794556 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1953 || Clusters count: 13 || Log posterior: -3260.5208454427 || Iter Time:0.012042999267578125 || Total time:50.228803873062134 Iteration: 1954 || Clusters count: 13 || Log posterior: -3243.3693239023405 || Iter Time:0.030335187911987305 || Total time:50.25913906097412 Loading and distributing data: 0.000193 seconds (141 allocations: 13.242 KiB) Iteration: 1955 || Clusters count: 13 || Log posterior: -3302.220160152799 || Iter Time:0.011961936950683594 || Total time:50.271100997924805 Iteration: 1956 || Clusters count: 13 || Log posterior: -3290.226613396366 || Iter Time:0.031078815460205078 || Total time:50.30217981338501 Loading and distributing data: 0.000176 seconds (141 allocations: 13.242 KiB) Iteration: 1957 || Clusters count: 13 || Log posterior: -3308.6903823379084 || Iter Time:0.012070178985595703 || Total time:50.314249992370605 Iteration: 1958 || Clusters count: 13 || Log posterior: -3307.1171943104723 || Iter Time:0.031555891036987305 || Total time:50.34580588340759 Loading and distributing data: 0.000181 seconds (141 allocations: 13.242 KiB) Iteration: 1959 || Clusters count: 13 || Log posterior: -3280.3550328742353 || Iter Time:0.011850833892822266 || Total time:50.357656717300415 Iteration: 1960 || Clusters count: 13 || Log posterior: -3280.3550328742353 || Iter Time:0.03061389923095703 || Total time:50.38827061653137 Loading and distributing data: 0.000176 seconds (141 allocations: 13.242 KiB) Iteration: 1961 || Clusters count: 13 || Log posterior: -3247.8956866706794 || Iter Time:0.011554956436157227 || Total time:50.39982557296753 Iteration: 1962 || Clusters count: 13 || Log posterior: -3239.4208678318446 || Iter Time:0.03076004981994629 || Total time:50.430585622787476 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1963 || Clusters count: 13 || Log posterior: -3263.84933214091 || Iter Time:0.012352943420410156 || Total time:50.442938566207886 Iteration: 1964 || Clusters count: 13 || Log posterior: -3260.6097885407103 || Iter Time:0.029628992080688477 || Total time:50.472567558288574 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1965 || Clusters count: 13 || Log posterior: -3291.3323280669633 || Iter Time:0.011757135391235352 || Total time:50.48432469367981 Iteration: 1966 || Clusters count: 13 || Log posterior: -3290.9638739802936 || Iter Time:0.031781911849975586 || Total time:50.516106605529785 Loading and distributing data: 0.000211 seconds (141 allocations: 13.211 KiB) Iteration: 1967 || Clusters count: 13 || Log posterior: -3294.9612689115106 || Iter Time:0.01220703125 || Total time:50.528313636779785 Iteration: 1968 || Clusters count: 13 || Log posterior: -3279.255473131533 || Iter Time:0.03210306167602539 || Total time:50.56041669845581 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1969 || Clusters count: 13 || Log posterior: -3269.5478982637887 || Iter Time:0.01153707504272461 || Total time:50.571953773498535 Iteration: 1970 || Clusters count: 13 || Log posterior: -3256.1975153424773 || Iter Time:0.029972076416015625 || Total time:50.60192584991455 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1971 || Clusters count: 13 || Log posterior: -3242.9422447701077 || Iter Time:0.011478900909423828 || Total time:50.613404750823975 Iteration: 1972 || Clusters count: 13 || Log posterior: -3229.9765653503523 || Iter Time:0.031610965728759766 || Total time:50.645015716552734 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1973 || Clusters count: 13 || Log posterior: -3278.1988884993184 || Iter Time:0.011687040328979492 || Total time:50.656702756881714 Iteration: 1974 || Clusters count: 13 || Log posterior: -3272.6440826882185 || Iter Time:0.030636072158813477 || Total time:50.68733882904053 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1975 || Clusters count: 13 || Log posterior: -3284.1346671513684 || Iter Time:0.011909961700439453 || Total time:50.69924879074097 Iteration: 1976 || Clusters count: 13 || Log posterior: -3279.048775647544 || Iter Time:0.05563211441040039 || Total time:50.75488090515137 Loading and distributing data: 0.000187 seconds (141 allocations: 13.242 KiB) Iteration: 1977 || Clusters count: 13 || Log posterior: -3272.0527940359034 || Iter Time:0.011770009994506836 || Total time:50.766650915145874 Iteration: 1978 || Clusters count: 13 || Log posterior: -3266.4619018966264 || Iter Time:0.029517173767089844 || Total time:50.796168088912964 Loading and distributing data: 0.000171 seconds (141 allocations: 13.242 KiB) Iteration: 1979 || Clusters count: 14 || Log posterior: -3238.4726418968353 || Iter Time:0.011091947555541992 || Total time:50.807260036468506 Iteration: 1980 || Clusters count: 14 || Log posterior: -3234.87284824116 || Iter Time:0.030356884002685547 || Total time:50.83761692047119 Loading and distributing data: 0.000173 seconds (141 allocations: 13.242 KiB) Iteration: 1981 || Clusters count: 14 || Log posterior: -3243.1930056501305 || Iter Time:0.01061105728149414 || Total time:50.848227977752686 Iteration: 1982 || Clusters count: 14 || Log posterior: -3242.0949883163394 || Iter Time:0.031636953353881836 || Total time:50.87986493110657 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1983 || Clusters count: 14 || Log posterior: -3250.8892066694843 || Iter Time:0.011452913284301758 || Total time:50.89131784439087 Iteration: 1984 || Clusters count: 14 || Log posterior: -3250.8892066694843 || Iter Time:0.030668020248413086 || Total time:50.92198586463928 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1985 || Clusters count: 14 || Log posterior: -3286.3884197151256 || Iter Time:0.010746955871582031 || Total time:50.932732820510864 Iteration: 1986 || Clusters count: 14 || Log posterior: -3268.8561745185584 || Iter Time:0.03154587745666504 || Total time:50.96427869796753 Loading and distributing data: 0.000178 seconds (141 allocations: 13.242 KiB) Iteration: 1987 || Clusters count: 14 || Log posterior: -3252.834779596728 || Iter Time:0.010720014572143555 || Total time:50.97499871253967 Iteration: 1988 || Clusters count: 14 || Log posterior: -3243.4526878954835 || Iter Time:0.030833959579467773 || Total time:51.00583267211914 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1989 || Clusters count: 14 || Log posterior: -3270.088609129946 || Iter Time:0.012592077255249023 || Total time:51.01842474937439 Iteration: 1990 || Clusters count: 14 || Log posterior: -3267.557119501861 || Iter Time:0.03266787528991699 || Total time:51.05109262466431 Loading and distributing data: 0.000178 seconds (141 allocations: 13.242 KiB) Iteration: 1991 || Clusters count: 14 || Log posterior: -3262.9024373219136 || Iter Time:0.012571096420288086 || Total time:51.063663721084595 Iteration: 1992 || Clusters count: 14 || Log posterior: -3261.8013077896503 || Iter Time:0.03275704383850098 || Total time:51.096420764923096 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1993 || Clusters count: 14 || Log posterior: -3260.0598382314683 || Iter Time:0.01226806640625 || Total time:51.108688831329346 Iteration: 1994 || Clusters count: 14 || Log posterior: -3260.0598382314683 || Iter Time:0.0334320068359375 || Total time:51.14212083816528 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1995 || Clusters count: 15 || Log posterior: -3267.990193349201 || Iter Time:0.013012886047363281 || Total time:51.15513372421265 Iteration: 1996 || Clusters count: 14 || Log posterior: -3266.721677369779 || Iter Time:0.03422689437866211 || Total time:51.18936061859131 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1997 || Clusters count: 14 || Log posterior: -3292.2052115655542 || Iter Time:0.011809110641479492 || Total time:51.20116972923279 Iteration: 1998 || Clusters count: 14 || Log posterior: -3289.096497562804 || Iter Time:0.03360390663146973 || Total time:51.23477363586426 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1999 || Clusters count: 14 || Log posterior: -3301.242564323874 || Iter Time:0.012556791305541992 || Total time:51.2473304271698 Iteration: 2000 || Clusters count: 14 || Log posterior: -3297.60229825707 || Iter Time:0.03527712821960449 || Total time:51.282607555389404 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 2001 || Clusters count: 14 || Log posterior: -3299.5893951823023 || Iter Time:0.01164102554321289 || Total time:51.29424858093262 Iteration: 2002 || Clusters count: 14 || Log posterior: -3293.701342116848 || Iter Time:0.03199481964111328 || Total time:51.32624340057373 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 2003 || Clusters count: 14 || Log posterior: -3234.7427473883517 || Iter Time:0.012059926986694336 || Total time:51.338303327560425 Iteration: 2004 || Clusters count: 14 || Log posterior: -3224.4593200082654 || Iter Time:0.03347587585449219 || Total time:51.37177920341492 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 2005 || Clusters count: 15 || Log posterior: -3225.7753785791897 || Iter Time:0.012958049774169922 || Total time:51.38473725318909 Iteration: 2006 || Clusters count: 14 || Log posterior: -3225.3421068843018 || Iter Time:0.06164193153381348 || Total time:51.4463791847229 Loading and distributing data: 0.000178 seconds (141 allocations: 13.242 KiB) Iteration: 2007 || Clusters count: 14 || Log posterior: -3276.6709818393356 || Iter Time:0.012201786041259766 || Total time:51.45858097076416 Iteration: 2008 || Clusters count: 14 || Log posterior: -3259.1550441717623 || Iter Time:0.03379988670349121 || Total time:51.49238085746765 Loading and distributing data: 0.000185 seconds (141 allocations: 13.242 KiB) Iteration: 2009 || Clusters count: 14 || Log posterior: -3275.393002170795 || Iter Time:0.012418985366821289 || Total time:51.50479984283447 Iteration: 2010 || Clusters count: 14 || Log posterior: -3272.42909601287 || Iter Time:0.03427886962890625 || Total time:51.53907871246338 Loading and distributing data: 0.000180 seconds (141 allocations: 13.242 KiB) Iteration: 2011 || Clusters count: 14 || Log posterior: -3256.045423180229 || Iter Time:0.011734962463378906 || Total time:51.55081367492676 Iteration: 2012 || Clusters count: 14 || Log posterior: -3253.8948492851564 || Iter Time:0.032904863357543945 || Total time:51.5837185382843 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 2013 || Clusters count: 14 || Log posterior: -3281.724363395076 || Iter Time:0.01152801513671875 || Total time:51.59524655342102 Iteration: 2014 || Clusters count: 14 || Log posterior: -3275.919410431456 || Iter Time:0.031517982482910156 || Total time:51.62676453590393 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 2015 || Clusters count: 14 || Log posterior: -3253.5943376032665 || Iter Time:0.01206207275390625 || Total time:51.63882660865784 Iteration: 2016 || Clusters count: 14 || Log posterior: -3253.118054240643 || Iter Time:0.031823158264160156 || Total time:51.670649766922 Loading and distributing data: 0.000169 seconds (141 allocations: 13.242 KiB) Iteration: 2017 || Clusters count: 15 || Log posterior: -3269.2693752397345 || Iter Time:0.012540102005004883 || Total time:51.683189868927 Iteration: 2018 || Clusters count: 14 || Log posterior: -3258.1739078723276 || Iter Time:0.0408940315246582 || Total time:51.72408390045166 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 2019 || Clusters count: 14 || Log posterior: -3278.0061525157525 || Iter Time:0.01167607307434082 || Total time:51.735759973526 Iteration: 2020 || Clusters count: 14 || Log posterior: -3257.6690929611627 || Iter Time:0.033670902252197266 || Total time:51.7694308757782 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 2021 || Clusters count: 14 || Log posterior: -3246.731208750494 || Iter Time:0.012189865112304688 || Total time:51.7816207408905 Iteration: 2022 || Clusters count: 14 || Log posterior: -3245.427913655692 || Iter Time:0.03423500061035156 || Total time:51.815855741500854 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 2023 || Clusters count: 14 || Log posterior: -3202.396924502557 || Iter Time:0.012896060943603516 || Total time:51.82875180244446 Iteration: 2024 || Clusters count: 14 || Log posterior: -3199.4134600185525 || Iter Time:0.034028053283691406 || Total time:51.86277985572815 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 2025 || Clusters count: 14 || Log posterior: -3198.1839374928177 || Iter Time:0.01173090934753418 || Total time:51.874510765075684 Iteration: 2026 || Clusters count: 14 || Log posterior: -3190.0250107319953 || Iter Time:0.033178091049194336 || Total time:51.90768885612488 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 2027 || Clusters count: 14 || Log posterior: -3204.5127100852806 || Iter Time:0.013355016708374023 || Total time:51.92104387283325 Iteration: 2028 || Clusters count: 14 || Log posterior: -3185.2840370951235 || Iter Time:0.033715009689331055 || Total time:51.95475888252258 Avg NMI: 0.9317305673959219 Full NMI: 0.9229107219546334 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m37.2s Testing DPMMSubClustersStreaming tests passed Testing completed after 203.95s PkgEval succeeded after 272.78s