Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.745 (a23ce4bcbb*) started at 2025-06-15T18:21:59.594 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.23s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.1 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.2 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.21 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.14.1+1 [e37daf67] + LibGit2_jll v1.9.0+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.5.20 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.12.0+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.46s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 84.19s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_3VAOO8/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_3VAOO8/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.1 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.2 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.21 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.14.1+1 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.12.0+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.401397 seconds (1.20 M allocations: 68.935 MiB, 99.92% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233233.94423629093 || Iter Time:16.748137950897217 || Total time:16.748137950897217 Iteration: 1 || Clusters count: 1 || Log posterior: -233233.94423629093 || Iter Time:0.005664825439453125 || Total time:16.75380277633667 Iteration: 2 || Clusters count: 1 || Log posterior: -233233.94423629093 || Iter Time:0.00510406494140625 || Total time:16.758906841278076 Iteration: 3 || Clusters count: 1 || Log posterior: -233233.94423629093 || Iter Time:0.005040168762207031 || Total time:16.763947010040283 Iteration: 4 || Clusters count: 1 || Log posterior: -233233.94423629093 || Iter Time:0.005087852478027344 || Total time:16.76903486251831 Iteration: 5 || Clusters count: 1 || Log posterior: -233233.94423629093 || Iter Time:0.016637086868286133 || Total time:16.785671949386597 Iteration: 6 || Clusters count: 1 || Log posterior: -233233.94423629093 || Iter Time:0.005242109298706055 || Total time:16.790914058685303 Iteration: 7 || Clusters count: 1 || Log posterior: -233233.94423629093 || Iter Time:0.005146026611328125 || Total time:16.79606008529663 Iteration: 8 || Clusters count: 1 || Log posterior: -233233.94423629093 || Iter Time:0.005115985870361328 || Total time:16.801176071166992 Iteration: 9 || Clusters count: 1 || Log posterior: -233233.94423629093 || Iter Time:0.00513005256652832 || Total time:16.80630612373352 Iteration: 10 || Clusters count: 1 || Log posterior: -233233.94423629093 || Iter Time:0.00527501106262207 || Total time:16.811581134796143 Iteration: 11 || Clusters count: 1 || Log posterior: -233233.94423629093 || Iter Time:0.005511045455932617 || Total time:16.817092180252075 Iteration: 12 || Clusters count: 1 || Log posterior: -233233.94423629093 || Iter Time:0.0052988529205322266 || Total time:16.822391033172607 Iteration: 13 || Clusters count: 2 || Log posterior: -232868.0958569955 || Iter Time:3.8255419731140137 || Total time:20.64793300628662 Iteration: 14 || Clusters count: 2 || Log posterior: -232858.6896069955 || Iter Time:0.006060123443603516 || Total time:20.653993129730225 Iteration: 15 || Clusters count: 2 || Log posterior: -232845.68116265646 || Iter Time:0.007623195648193359 || Total time:20.661616325378418 Iteration: 16 || Clusters count: 2 || Log posterior: -232838.9239246241 || Iter Time:0.00581812858581543 || Total time:20.667434453964233 Iteration: 17 || Clusters count: 2 || Log posterior: -232804.99245178132 || Iter Time:0.006006002426147461 || Total time:20.67344045639038 Iteration: 18 || Clusters count: 2 || Log posterior: -232804.35973374426 || Iter Time:0.00598907470703125 || Total time:20.679429531097412 Iteration: 19 || Clusters count: 2 || Log posterior: -232832.71344842826 || Iter Time:0.006000041961669922 || Total time:20.685429573059082 Iteration: 20 || Clusters count: 2 || Log posterior: -232728.583918256 || Iter Time:3.3510611057281494 || Total time:24.03649067878723 Loading and distributing data: 0.001072 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232926.3384378787 || Iter Time:0.031540870666503906 || Total time:24.068031549453735 Iteration: 22 || Clusters count: 2 || Log posterior: -232892.6611161131 || Iter Time:0.0056819915771484375 || Total time:24.073713541030884 Iteration: 23 || Clusters count: 2 || Log posterior: -232866.72673667868 || Iter Time:0.005610942840576172 || Total time:24.07932448387146 Iteration: 24 || Clusters count: 2 || Log posterior: -232848.84033320844 || Iter Time:0.005719900131225586 || Total time:24.085044384002686 Iteration: 25 || Clusters count: 2 || Log posterior: -232828.23796387875 || Iter Time:0.005647182464599609 || Total time:24.090691566467285 Iteration: 26 || Clusters count: 2 || Log posterior: -232812.20305365275 || Iter Time:0.005524873733520508 || Total time:24.096216440200806 Iteration: 27 || Clusters count: 2 || Log posterior: -232832.27865827194 || Iter Time:0.0055999755859375 || Total time:24.101816415786743 Iteration: 28 || Clusters count: 3 || Log posterior: -232350.80486699363 || Iter Time:0.007472991943359375 || Total time:24.109289407730103 Iteration: 29 || Clusters count: 3 || Log posterior: -232176.4785946941 || Iter Time:0.006051063537597656 || Total time:24.1153404712677 Iteration: 30 || Clusters count: 3 || Log posterior: -232108.34378907332 || Iter Time:0.006188154220581055 || Total time:24.12152862548828 Iteration: 31 || Clusters count: 3 || Log posterior: -232113.24770656467 || Iter Time:0.006273031234741211 || Total time:24.127801656723022 Iteration: 32 || Clusters count: 3 || Log posterior: -232084.41982888916 || Iter Time:0.006272792816162109 || Total time:24.134074449539185 Iteration: 33 || Clusters count: 3 || Log posterior: -232044.62619673982 || Iter Time:0.006350994110107422 || Total time:24.140425443649292 Iteration: 34 || Clusters count: 3 || Log posterior: -232056.95035397384 || Iter Time:0.006002187728881836 || Total time:24.146427631378174 Iteration: 35 || Clusters count: 3 || Log posterior: -232040.60812777444 || Iter Time:0.006031990051269531 || Total time:24.152459621429443 Iteration: 36 || Clusters count: 3 || Log posterior: -232051.51704129786 || Iter Time:0.006165027618408203 || Total time:24.15862464904785 Iteration: 37 || Clusters count: 3 || Log posterior: -232062.69684503344 || Iter Time:0.006185054779052734 || Total time:24.164809703826904 Iteration: 38 || Clusters count: 3 || Log posterior: -232049.31893580323 || Iter Time:0.006134986877441406 || Total time:24.170944690704346 Iteration: 39 || Clusters count: 3 || Log posterior: -232033.78322784705 || Iter Time:0.005920886993408203 || Total time:24.176865577697754 Iteration: 40 || Clusters count: 3 || Log posterior: -232036.09063635865 || Iter Time:0.006000995635986328 || Total time:24.18286657333374 Iteration: 41 || Clusters count: 3 || Log posterior: -232002.92876576373 || Iter Time:0.03917503356933594 || Total time:24.222041606903076 Loading and distributing data: 0.000803 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262039.39130868702 || Iter Time:0.006021022796630859 || Total time:24.228062629699707 Iteration: 43 || Clusters count: 5 || Log posterior: -260994.3085774993 || Iter Time:0.007740020751953125 || Total time:24.23580265045166 Iteration: 44 || Clusters count: 5 || Log posterior: -260841.22109206658 || Iter Time:0.006474971771240234 || Total time:24.2422776222229 Iteration: 45 || Clusters count: 5 || Log posterior: -260808.8296027969 || Iter Time:0.006582021713256836 || Total time:24.248859643936157 Iteration: 46 || Clusters count: 5 || Log posterior: -260812.45564813307 || Iter Time:0.0066699981689453125 || Total time:24.255529642105103 Iteration: 47 || Clusters count: 5 || Log posterior: -260818.09281814648 || Iter Time:0.006649017333984375 || Total time:24.262178659439087 Iteration: 48 || Clusters count: 5 || Log posterior: -260826.97904146623 || Iter Time:0.0066301822662353516 || Total time:24.268808841705322 Iteration: 49 || Clusters count: 5 || Log posterior: -260816.464739803 || Iter Time:0.00656890869140625 || Total time:24.27537775039673 Iteration: 50 || Clusters count: 5 || Log posterior: -260818.12592864537 || Iter Time:0.006552934646606445 || Total time:24.281930685043335 Iteration: 51 || Clusters count: 5 || Log posterior: -260812.0439246703 || Iter Time:0.0065441131591796875 || Total time:24.288474798202515 Iteration: 52 || Clusters count: 5 || Log posterior: -260810.07775645732 || Iter Time:0.006417989730834961 || Total time:24.29489278793335 Iteration: 53 || Clusters count: 5 || Log posterior: -260811.10909499985 || Iter Time:0.006432056427001953 || Total time:24.30132484436035 Iteration: 54 || Clusters count: 5 || Log posterior: -260814.55212603312 || Iter Time:0.006326913833618164 || Total time:24.30765175819397 Iteration: 55 || Clusters count: 5 || Log posterior: -260820.44688988183 || Iter Time:0.0065648555755615234 || Total time:24.31421661376953 Iteration: 56 || Clusters count: 5 || Log posterior: -260823.9360414008 || Iter Time:0.00644993782043457 || Total time:24.320666551589966 Iteration: 57 || Clusters count: 6 || Log posterior: -260333.6909012193 || Iter Time:0.008248090744018555 || Total time:24.328914642333984 Iteration: 58 || Clusters count: 6 || Log posterior: -260292.01458425878 || Iter Time:0.8432149887084961 || Total time:25.17212963104248 Iteration: 59 || Clusters count: 6 || Log posterior: -260272.19498512457 || Iter Time:0.010016918182373047 || Total time:25.182146549224854 Iteration: 60 || Clusters count: 6 || Log posterior: -260277.77269509083 || Iter Time:0.007930994033813477 || Total time:25.190077543258667 Iteration: 61 || Clusters count: 6 || Log posterior: -260257.91987400994 || Iter Time:0.007649898529052734 || Total time:25.19772744178772 Iteration: 62 || Clusters count: 6 || Log posterior: -260218.61762837868 || Iter Time:0.007176876068115234 || Total time:25.204904317855835 Loading and distributing data: 0.000921 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 6 || Log posterior: -260679.1431766205 || Iter Time:0.007910966873168945 || Total time:25.212815284729004 Iteration: 64 || Clusters count: 7 || Log posterior: -260439.55855203545 || Iter Time:0.008950948715209961 || Total time:25.221766233444214 Iteration: 65 || Clusters count: 7 || Log posterior: -260240.7293190536 || Iter Time:0.008234024047851562 || Total time:25.230000257492065 Iteration: 66 || Clusters count: 7 || Log posterior: -260179.93511873094 || Iter Time:0.008249998092651367 || Total time:25.238250255584717 Iteration: 67 || Clusters count: 7 || Log posterior: -260136.28298751762 || Iter Time:0.008109092712402344 || Total time:25.24635934829712 Iteration: 68 || Clusters count: 7 || Log posterior: -260137.0444552378 || Iter Time:0.00811004638671875 || Total time:25.254469394683838 Iteration: 69 || Clusters count: 7 || Log posterior: -260128.84462076862 || Iter Time:0.008360147476196289 || Total time:25.262829542160034 Iteration: 70 || Clusters count: 7 || Log posterior: -260115.18700530828 || Iter Time:0.008262157440185547 || Total time:25.27109169960022 Iteration: 71 || Clusters count: 7 || Log posterior: -260109.43069802073 || Iter Time:0.00823211669921875 || Total time:25.27932381629944 Iteration: 72 || Clusters count: 9 || Log posterior: -259343.84404644492 || Iter Time:0.06373810768127441 || Total time:25.343061923980713 Iteration: 73 || Clusters count: 9 || Log posterior: -259277.98325384295 || Iter Time:0.009267091751098633 || Total time:25.35232901573181 Iteration: 74 || Clusters count: 9 || Log posterior: -259267.9170342662 || Iter Time:0.008989095687866211 || Total time:25.361318111419678 Iteration: 75 || Clusters count: 9 || Log posterior: -259264.81769637944 || Iter Time:0.008988142013549805 || Total time:25.370306253433228 Iteration: 76 || Clusters count: 9 || Log posterior: -259278.64949724037 || Iter Time:0.009181022644042969 || Total time:25.37948727607727 Iteration: 77 || Clusters count: 9 || Log posterior: -259253.89573209418 || Iter Time:0.009032011032104492 || Total time:25.388519287109375 Iteration: 78 || Clusters count: 9 || Log posterior: -259253.24799289132 || Iter Time:0.009221076965332031 || Total time:25.397740364074707 Iteration: 79 || Clusters count: 9 || Log posterior: -259262.86742875833 || Iter Time:0.009819984436035156 || Total time:25.407560348510742 Iteration: 80 || Clusters count: 9 || Log posterior: -259258.43023618526 || Iter Time:0.009769916534423828 || Total time:25.417330265045166 Iteration: 81 || Clusters count: 9 || Log posterior: -259261.82407982452 || Iter Time:0.0099639892578125 || Total time:25.42729425430298 Iteration: 82 || Clusters count: 9 || Log posterior: -259253.86366269065 || Iter Time:0.00959920883178711 || Total time:25.436893463134766 Iteration: 83 || Clusters count: 9 || Log posterior: -259204.5309797374 || Iter Time:0.008873939514160156 || Total time:25.445767402648926 Loading and distributing data: 0.000799 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 9 || Log posterior: -258712.52535044536 || Iter Time:0.009518861770629883 || Total time:25.455286264419556 Iteration: 85 || Clusters count: 9 || Log posterior: -258675.391378228 || Iter Time:0.009497880935668945 || Total time:25.464784145355225 Iteration: 86 || Clusters count: 9 || Log posterior: -258684.6940681475 || Iter Time:0.009588956832885742 || Total time:25.47437310218811 Iteration: 87 || Clusters count: 12 || Log posterior: -257855.1844094121 || Iter Time:0.027666091918945312 || Total time:25.502039194107056 Iteration: 88 || Clusters count: 12 || Log posterior: -257700.59906145404 || Iter Time:0.022784948348999023 || Total time:25.524824142456055 Iteration: 89 || Clusters count: 12 || Log posterior: -257660.31075117187 || Iter Time:0.010506868362426758 || Total 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Iteration: 97 || Clusters count: 12 || Log posterior: -257566.865713493 || Iter Time:0.014658212661743164 || Total time:25.62675714492798 Iteration: 98 || Clusters count: 12 || Log posterior: -257556.85858671693 || Iter Time:0.010915994644165039 || Total time:25.637673139572144 Iteration: 99 || Clusters count: 12 || Log posterior: -257560.4707093186 || Iter Time:0.01102304458618164 || Total time:25.648696184158325 Iteration: 100 || Clusters count: 12 || Log posterior: -257554.78597705805 || Iter Time:0.01094508171081543 || Total time:25.65964126586914 Iteration: 101 || Clusters count: 12 || Log posterior: -257562.82135276843 || Iter Time:0.011192083358764648 || Total time:25.670833349227905 Iteration: 102 || Clusters count: 12 || Log posterior: -257578.74085670846 || Iter Time:0.01395106315612793 || Total time:25.684784412384033 Iteration: 103 || Clusters count: 12 || Log posterior: -257567.06060600572 || Iter Time:0.01509714126586914 || Total time:25.699881553649902 Iteration: 104 || Clusters count: 12 || Log posterior: -257527.1751487362 || Iter Time:0.013900995254516602 || Total time:25.71378254890442 Loading and distributing data: 0.004801 seconds (128 allocations: 395.992 KiB, 76.51% gc time) Iteration: 105 || Clusters count: 14 || Log posterior: -257331.9122516015 || Iter Time:0.015547037124633789 || Total time:25.729329586029053 Iteration: 106 || Clusters count: 14 || Log posterior: -257087.59640243638 || Iter Time:0.01283884048461914 || Total time:25.742168426513672 Iteration: 107 || Clusters count: 14 || Log posterior: -257068.74426653225 || Iter Time:0.012443065643310547 || Total time:25.754611492156982 Iteration: 108 || Clusters count: 14 || Log posterior: -257073.84684401407 || Iter Time:0.013924837112426758 || Total time:25.76853632926941 Iteration: 109 || Clusters count: 14 || Log posterior: -257071.40599820012 || Iter Time:0.01283407211303711 || Total time:25.781370401382446 Iteration: 110 || Clusters count: 14 || Log posterior: -257064.7246377156 || 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Time:0.016889095306396484 || Total time:26.000437021255493 Iteration: 125 || Clusters count: 14 || Log posterior: -257034.90414623183 || Iter Time:0.01634812355041504 || Total time:26.016785144805908 Loading and distributing data: 0.000702 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 16 || Log posterior: -256266.23014621783 || Iter Time:0.017457008361816406 || Total time:26.034242153167725 Iteration: 127 || Clusters count: 16 || Log posterior: -256098.57468059543 || Iter Time:0.015297174453735352 || Total time:26.04953932762146 Iteration: 128 || Clusters count: 16 || Log posterior: -256093.02103664912 || Iter Time:0.01767897605895996 || Total time:26.06721830368042 Iteration: 129 || Clusters count: 16 || Log posterior: -256069.6957804597 || Iter Time:0.024179935455322266 || Total time:26.091398239135742 Iteration: 130 || Clusters count: 16 || Log posterior: -256061.0938125749 || Iter Time:0.017158031463623047 || Total time:26.108556270599365 Iteration: 131 || Clusters count: 16 || Log posterior: -256052.46982203572 || Iter Time:0.020088911056518555 || Total time:26.128645181655884 Iteration: 132 || Clusters count: 16 || Log posterior: -256065.0230422362 || Iter Time:0.02071404457092285 || Total time:26.149359226226807 Iteration: 133 || Clusters count: 16 || Log posterior: -256049.15978753573 || Iter Time:0.01648402214050293 || Total time:26.16584324836731 Iteration: 134 || Clusters count: 16 || Log posterior: -256045.2585834471 || Iter Time:0.016300201416015625 || Total time:26.182143449783325 Iteration: 135 || Clusters count: 16 || Log posterior: -256054.6363899207 || Iter Time:0.01623988151550293 || Total time:26.198383331298828 Iteration: 136 || Clusters count: 16 || Log posterior: -256052.14078313732 || Iter Time:0.019746065139770508 || Total time:26.2181293964386 Iteration: 137 || Clusters count: 16 || Log posterior: -256060.08249209117 || Iter Time:0.015645980834960938 || Total time:26.23377537727356 Iteration: 138 || Clusters count: 17 || Log posterior: -256063.9502219094 || Iter Time:0.015437126159667969 || Total time:26.249212503433228 Iteration: 139 || Clusters count: 17 || Log posterior: -256040.61197535155 || Iter Time:0.018141984939575195 || Total time:26.267354488372803 Iteration: 140 || Clusters count: 17 || Log posterior: -255979.5822894088 || Iter Time:0.014933109283447266 || Total time:26.28228759765625 Iteration: 141 || Clusters count: 17 || Log posterior: -255923.2485832175 || Iter Time:0.019655942916870117 || Total time:26.30194354057312 Iteration: 142 || Clusters count: 17 || Log posterior: -255802.2886770737 || Iter Time:0.025101900100708008 || Total time:26.327045440673828 Iteration: 143 || Clusters count: 17 || Log posterior: -255771.08387679842 || Iter Time:0.02043008804321289 || Total time:26.34747552871704 Iteration: 144 || Clusters count: 17 || Log posterior: -255773.2720664285 || Iter Time:0.01958012580871582 || Total time:26.367055654525757 Iteration: 145 || Clusters count: 17 || Log posterior: -255760.81877725958 || Iter Time:0.022709131240844727 || Total time:26.3897647857666 Iteration: 146 || Clusters count: 17 || Log posterior: -255755.15544815685 || Iter Time:0.018123865127563477 || Total time:26.407888650894165 Loading and distributing data: 0.000727 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 19 || Log posterior: -255224.98697077515 || Iter Time:0.01923084259033203 || Total time:26.427119493484497 Iteration: 148 || Clusters count: 19 || Log posterior: -255069.900088293 || Iter Time:0.022555828094482422 || Total time:26.44967532157898 Iteration: 149 || Clusters count: 19 || Log posterior: -255044.29211147784 || Iter Time:0.018715858459472656 || Total time:26.468391180038452 Iteration: 150 || Clusters count: 19 || Log posterior: -255037.96685561593 || Iter Time:0.018486976623535156 || Total time:26.486878156661987 Iteration: 151 || Clusters count: 19 || Log posterior: -255038.65677817172 || Iter Time:0.022967815399169922 || Total 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time:26.824991464614868 Iteration: 166 || Clusters count: 19 || Log posterior: -255040.3779522151 || Iter Time:0.025239944458007812 || Total time:26.850231409072876 Iteration: 167 || Clusters count: 19 || Log posterior: -255038.50655747313 || Iter Time:0.026994943618774414 || Total time:26.87722635269165 Loading and distributing data: 0.000734 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255197.3947391088 || Iter Time:0.024211883544921875 || Total time:26.901438236236572 Iteration: 169 || Clusters count: 20 || Log posterior: -255156.50856854988 || Iter Time:0.02369403839111328 || Total time:26.925132274627686 Iteration: 170 || Clusters count: 20 || Log posterior: -255137.60298878353 || Iter Time:0.02623295783996582 || Total time:26.95136523246765 Iteration: 171 || Clusters count: 20 || Log posterior: -255038.8443620132 || Iter Time:0.023186206817626953 || Total time:26.97455143928528 Iteration: 172 || Clusters count: 20 || Log 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-255040.3539032635 || Iter Time:0.028567075729370117 || Total time:27.346315622329712 Iteration: 187 || Clusters count: 20 || Log posterior: -255038.3075314277 || Iter Time:0.03148198127746582 || Total time:27.377797603607178 Iteration: 188 || Clusters count: 20 || Log posterior: -255038.3075314277 || Iter Time:0.02605414390563965 || Total time:27.403851747512817 Loading and distributing data: 0.000773 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254772.35793050317 || Iter Time:0.02841806411743164 || Total time:27.43226981163025 Iteration: 190 || Clusters count: 20 || Log posterior: -254772.96466243942 || Iter Time:0.031055212020874023 || Total time:27.463325023651123 Iteration: 191 || Clusters count: 20 || Log posterior: -254768.12017581402 || Iter Time:0.028671979904174805 || Total time:27.491997003555298 Iteration: 192 || Clusters count: 20 || Log posterior: -254760.9941806536 || Iter Time:0.03204607963562012 || Total time:27.524043083190918 Iteration: 193 || Clusters count: 20 || Log posterior: -254756.382499072 || Iter Time:0.028302907943725586 || Total time:27.552345991134644 Iteration: 194 || Clusters count: 20 || Log posterior: -254754.74945834486 || Iter Time:0.030645132064819336 || Total time:27.582991123199463 Iteration: 195 || Clusters count: 20 || Log posterior: -254754.74945834486 || Iter Time:0.027593135833740234 || Total time:27.610584259033203 Iteration: 196 || Clusters count: 20 || Log posterior: -254758.6745166604 || Iter Time:0.02770519256591797 || Total time:27.63828945159912 Iteration: 197 || Clusters count: 20 || Log posterior: -254769.09976518538 || Iter Time:0.03095102310180664 || Total time:27.669240474700928 Iteration: 198 || Clusters count: 20 || Log posterior: -254764.80191038185 || Iter Time:0.02684617042541504 || Total time:27.696086645126343 Iteration: 199 || Clusters count: 20 || Log posterior: -254759.3095604817 || Iter Time:0.029191017150878906 || Total time:27.72527766227722 Iteration: 200 || Clusters count: 20 || Log posterior: -254759.2595162257 || Iter Time:0.026381969451904297 || Total time:27.751659631729126 Iteration: 201 || Clusters count: 20 || Log posterior: -254755.33445791015 || Iter Time:0.02975606918334961 || Total time:27.781415700912476 Iteration: 202 || Clusters count: 20 || Log posterior: -254759.99777547212 || Iter Time:0.02648186683654785 || Total time:27.807897567749023 Iteration: 203 || Clusters count: 20 || Log posterior: -254760.24299622767 || Iter Time:0.0295259952545166 || Total time:27.83742356300354 Iteration: 204 || Clusters count: 20 || Log posterior: -254755.37668966615 || Iter Time:0.02727794647216797 || Total time:27.864701509475708 Iteration: 205 || Clusters count: 20 || Log posterior: -254755.33445791015 || Iter Time:0.026693105697631836 || Total time:27.89139461517334 Iteration: 206 || Clusters count: 20 || Log posterior: -254755.38450216615 || Iter Time:0.0297088623046875 || Total time:27.921103477478027 Iteration: 207 || Clusters count: 20 || Log posterior: -254761.2813727105 || Iter Time:0.02713608741760254 || Total time:27.94823956489563 Iteration: 208 || Clusters count: 20 || Log posterior: -254760.90975981543 || Iter Time:0.029983997344970703 || Total time:27.9782235622406 Iteration: 209 || Clusters count: 20 || Log posterior: -254757.06290767583 || Iter Time:0.0243377685546875 || Total time:28.002561330795288 NMI: 0.7300474040785814 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m27.2s [27683, 91346, 29278, 59550, 29325, 10479, 20948, 154529, 19522, 171310, 1312, 8796, 28502, 19047, 29144, 621, 164358, 9261, 53694, 71295] Loading and distributing data: 0.000306 seconds (128 allocations: 13.211 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6716.750351135177 || Iter Time:4.748941898345947 || Total time:4.748941898345947 Iteration: 1 || Clusters count: 1 || Log posterior: -6716.750351135177 || Iter Time:0.002557992935180664 || Total time:4.751499891281128 Iteration: 2 || Clusters count: 1 || Log posterior: -6716.750351135177 || Iter Time:0.0019199848175048828 || Total time:4.753419876098633 Iteration: 3 || Clusters count: 1 || Log posterior: -6716.750351135177 || Iter Time:0.0017561912536621094 || Total time:4.755176067352295 Iteration: 4 || Clusters count: 1 || Log posterior: -6716.750351135177 || Iter Time:0.001644134521484375 || Total time:4.756820201873779 Iteration: 5 || Clusters count: 1 || Log posterior: -6716.750351135177 || Iter Time:0.0018680095672607422 || Total time:4.75868821144104 Iteration: 6 || Clusters count: 1 || Log posterior: -6716.750351135177 || Iter Time:0.0018970966339111328 || Total time:4.760585308074951 Iteration: 7 || Clusters count: 1 || Log posterior: -6716.750351135177 || Iter Time:0.0019550323486328125 || Total time:4.762540340423584 Iteration: 8 || Clusters count: 2 || Log posterior: -6686.428744118162 || Iter Time:0.15358591079711914 || Total time:4.916126251220703 Iteration: 9 || Clusters count: 2 || Log posterior: -6688.547624195182 || Iter Time:0.00234222412109375 || Total time:4.918468475341797 Iteration: 10 || Clusters count: 2 || Log posterior: -6709.964589335921 || Iter Time:0.0022580623626708984 || Total time:4.920726537704468 Iteration: 11 || Clusters count: 2 || Log posterior: -6700.269976655953 || Iter Time:0.002290964126586914 || Total time:4.923017501831055 Iteration: 12 || Clusters count: 2 || Log posterior: -6675.268425183949 || Iter Time:0.0021238327026367188 || Total time:4.925141334533691 Iteration: 13 || Clusters count: 2 || Log posterior: -6636.945020949857 || Iter Time:0.0022089481353759766 || Total time:4.927350282669067 Iteration: 14 || Clusters count: 2 || Log posterior: -6567.799779837633 || Iter Time:0.0021750926971435547 || Total time:4.929525375366211 Iteration: 15 || Clusters count: 2 || Log posterior: -6544.071814143208 || Iter Time:0.0020499229431152344 || Total time:4.931575298309326 Iteration: 16 || Clusters count: 2 || Log posterior: -6532.5713681939515 || Iter Time:0.0020818710327148438 || Total time:4.933657169342041 Iteration: 17 || Clusters count: 2 || Log posterior: -6517.540839459254 || Iter Time:0.0023009777069091797 || Total time:4.93595814704895 Iteration: 18 || Clusters count: 3 || Log posterior: -6467.485597091937 || Iter Time:0.0049970149993896484 || Total time:4.94095516204834 Iteration: 19 || Clusters count: 3 || Log posterior: -6461.858444564265 || Iter Time:0.002722024917602539 || Total time:4.943677186965942 Iteration: 20 || Clusters count: 3 || Log posterior: -6454.843196508688 || Iter Time:0.0026009082794189453 || Total time:4.946278095245361 Iteration: 21 || Clusters count: 3 || Log posterior: -6455.8469152651805 || Iter Time:0.0025441646575927734 || Total time:4.948822259902954 Iteration: 22 || Clusters count: 3 || Log posterior: -6476.312407146645 || Iter Time:0.0026068687438964844 || Total time:4.951429128646851 Iteration: 23 || Clusters count: 3 || Log posterior: -6476.302948272062 || Iter Time:0.0025589466094970703 || Total time:4.953988075256348 Iteration: 24 || Clusters count: 3 || Log posterior: -6523.568873642605 || Iter Time:0.002532958984375 || Total time:4.956521034240723 Iteration: 25 || Clusters count: 4 || Log posterior: -6303.769943205071 || Iter Time:0.005436897277832031 || Total time:4.961957931518555 Iteration: 26 || Clusters count: 4 || Log posterior: -6233.2412931439385 || Iter Time:0.003036975860595703 || Total time:4.96499490737915 Iteration: 27 || Clusters count: 4 || Log posterior: -6198.88671413863 || Iter Time:0.003147125244140625 || Total time:4.968142032623291 Iteration: 28 || Clusters count: 4 || Log posterior: -6117.3899101289235 || Iter Time:0.003186941146850586 || Total time:4.971328973770142 Iteration: 29 || Clusters count: 4 || Log posterior: -5998.68669706645 || Iter Time:0.0031681060791015625 || Total time:4.974497079849243 Iteration: 30 || Clusters count: 4 || Log posterior: -5837.58303243309 || Iter Time:1.1477611064910889 || Total time:6.122258186340332 false [1, 1, 1, 2, 1, 1, 2, 1, 1, 2, 2, 1, 2, 1, 2, 1, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [1, 1, 1, 2, 1, 2, 2, 1, 1, 2, 2, 1, 2, 1, 2, 1, 2, 2, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] Loading and distributing data: 0.000219 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 4 || Log posterior: -5628.936918938791 || Iter Time:0.028378963470458984 || Total time:6.150637149810791 Iteration: 32 || Clusters count: 4 || Log posterior: -5615.659019205709 || Iter Time:0.004826784133911133 || Total time:6.155463933944702 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 4 || Log posterior: -4748.977060785238 || Iter Time:0.0029900074005126953 || Total time:6.158453941345215 Iteration: 34 || Clusters count: 4 || Log posterior: -4720.426876443511 || Iter Time:0.004821062088012695 || Total time:6.1632750034332275 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 4 || Log posterior: -4492.532925894693 || Iter Time:0.0031321048736572266 || Total time:6.166407108306885 Iteration: 36 || Clusters count: 4 || Log posterior: -4474.875278967623 || Iter Time:0.0047380924224853516 || Total time:6.17114520072937 Loading and distributing data: 0.000142 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 4 || Log posterior: -4509.81087371782 || Iter Time:0.0030510425567626953 || Total time:6.174196243286133 Iteration: 38 || Clusters count: 4 || Log posterior: -4483.539131124411 || Iter Time:0.00473785400390625 || Total time:6.178934097290039 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 4 || Log posterior: -4487.51648600011 || Iter Time:0.0032269954681396484 || Total time:6.182161092758179 Iteration: 40 || Clusters count: 4 || Log posterior: -4476.954993159702 || Iter Time:0.004733085632324219 || Total time:6.186894178390503 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 4 || Log posterior: -4492.409164521425 || Iter Time:0.0032379627227783203 || Total time:6.190132141113281 Iteration: 42 || Clusters count: 4 || Log posterior: -4481.398884005237 || Iter Time:0.004929065704345703 || Total time:6.195061206817627 Loading and distributing data: 0.000119 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 5 || Log posterior: -4319.272379257193 || Iter Time:0.00467991828918457 || Total time:6.1997411251068115 Iteration: 44 || Clusters count: 5 || Log posterior: -4294.996422689782 || Iter Time:0.08863091468811035 || Total time:6.288372039794922 Loading and distributing data: 0.000132 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 5 || Log posterior: -4226.133804452857 || Iter Time:0.004250049591064453 || Total time:6.292622089385986 Iteration: 46 || Clusters count: 5 || Log posterior: -4223.592532300148 || Iter Time:0.005806922912597656 || Total time:6.298429012298584 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 5 || Log posterior: -4232.05369090854 || Iter Time:0.004112958908081055 || Total time:6.302541971206665 Iteration: 48 || Clusters count: 5 || Log posterior: -4192.522834706735 || Iter Time:0.005644083023071289 || Total time:6.308186054229736 Loading and distributing data: 0.000121 seconds (128 allocations: 13.180 KiB) Iteration: 49 || 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posterior: -3329.044660522802 || Iter Time:0.015830039978027344 || Total time:7.333108425140381 Loading and distributing data: 0.000125 seconds (128 allocations: 13.180 KiB) Iteration: 145 || Clusters count: 11 || Log posterior: -3372.017917278285 || Iter Time:0.011969804763793945 || Total time:7.345078229904175 Iteration: 146 || Clusters count: 11 || Log posterior: -3342.335115133797 || Iter Time:0.015917062759399414 || Total time:7.360995292663574 Loading and distributing data: 0.000135 seconds (128 allocations: 13.180 KiB) Iteration: 147 || Clusters count: 11 || Log posterior: -3422.106575525243 || Iter Time:0.012131929397583008 || Total time:7.373127222061157 Iteration: 148 || Clusters count: 11 || Log posterior: -3394.2899478889503 || Iter Time:0.01587200164794922 || Total time:7.3889992237091064 Loading and distributing data: 0.000131 seconds (128 allocations: 13.180 KiB) Iteration: 149 || Clusters count: 11 || Log posterior: -3405.894428219011 || Iter Time:0.011992931365966797 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Iteration: 172 || Clusters count: 12 || Log posterior: -3313.0736197313477 || Iter Time:0.01485300064086914 || Total time:7.730748891830444 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 173 || Clusters count: 12 || Log posterior: -3256.568955218277 || Iter Time:0.010977029800415039 || Total time:7.741725921630859 Iteration: 174 || Clusters count: 12 || Log posterior: -3234.34696024327 || Iter Time:0.014674901962280273 || Total time:7.75640082359314 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 175 || Clusters count: 12 || Log posterior: -3293.8175232275935 || Iter Time:0.010671854019165039 || Total time:7.767072677612305 Iteration: 176 || Clusters count: 12 || Log posterior: -3252.5693318171216 || Iter Time:0.015271186828613281 || Total time:7.782343864440918 Loading and distributing data: 0.000125 seconds (128 allocations: 13.180 KiB) Iteration: 177 || Clusters count: 12 || Log posterior: 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Log posterior: -3192.4354430481567 || Iter Time:0.018882036209106445 || Total time:8.050122499465942 Loading and distributing data: 0.000152 seconds (128 allocations: 13.180 KiB) Iteration: 195 || Clusters count: 13 || Log posterior: -3277.9278883748016 || Iter Time:0.016597986221313477 || Total time:8.066720485687256 Iteration: 196 || Clusters count: 13 || Log posterior: -3241.1045166035615 || Iter Time:0.018075942993164062 || Total time:8.08479642868042 Loading and distributing data: 0.000116 seconds (128 allocations: 13.180 KiB) Iteration: 197 || Clusters count: 13 || Log posterior: -3275.498622010712 || Iter Time:0.013072013854980469 || Total time:8.0978684425354 Iteration: 198 || Clusters count: 13 || Log posterior: -3233.622905399102 || Iter Time:0.017045021057128906 || Total time:8.11491346359253 Loading and distributing data: 0.000119 seconds (128 allocations: 13.180 KiB) Iteration: 199 || Clusters count: 13 || Log posterior: -3276.021528063863 || Iter Time:0.01351308822631836 || Total time:8.128426551818848 Iteration: 200 || Clusters count: 13 || Log posterior: -3213.3358114572575 || Iter Time:0.017354965209960938 || Total time:8.145781517028809 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 201 || Clusters count: 13 || Log posterior: -3220.4987067666584 || Iter Time:0.014128923416137695 || Total time:8.159910440444946 Iteration: 202 || Clusters count: 13 || Log posterior: -3197.2328259352594 || Iter Time:0.01909494400024414 || Total time:8.17900538444519 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 203 || Clusters count: 13 || Log posterior: -3264.3248439533436 || Iter Time:0.015265941619873047 || Total time:8.194271326065063 Iteration: 204 || Clusters count: 13 || Log posterior: -3217.742574256359 || Iter Time:0.04182600975036621 || Total time:8.23609733581543 Loading and distributing data: 0.000132 seconds (128 allocations: 13.180 KiB) Iteration: 205 || Clusters count: 13 || Log posterior: -3311.130178884916 || Iter Time:0.014548063278198242 || Total time:8.250645399093628 Iteration: 206 || Clusters count: 13 || Log posterior: -3264.4772322512704 || Iter Time:0.018655061721801758 || Total time:8.26930046081543 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 207 || Clusters count: 13 || Log posterior: -3266.876023403145 || Iter Time:0.014528036117553711 || Total time:8.283828496932983 Iteration: 208 || Clusters count: 13 || Log posterior: -3236.0388933253334 || Iter Time:0.018731117248535156 || Total time:8.302559614181519 Loading and distributing data: 0.000117 seconds (128 allocations: 13.180 KiB) Iteration: 209 || Clusters count: 13 || Log posterior: -3234.309448291529 || Iter Time:0.01583099365234375 || Total time:8.318390607833862 Iteration: 210 || Clusters count: 13 || Log posterior: -3199.5934288558915 || Iter Time:0.019396066665649414 || Total time:8.337786674499512 Loading and distributing data: 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Iteration: 233 || Clusters count: 13 || Log posterior: -3253.1391840287747 || Iter Time:0.014288902282714844 || Total time:8.728411197662354 Iteration: 234 || Clusters count: 13 || Log posterior: -3226.6730423678437 || Iter Time:0.01864004135131836 || Total time:8.747051239013672 Loading and distributing data: 0.000119 seconds (128 allocations: 13.180 KiB) Iteration: 235 || Clusters count: 13 || Log posterior: -3307.269088278887 || Iter Time:0.014383077621459961 || Total time:8.761434316635132 Iteration: 236 || Clusters count: 13 || Log posterior: -3275.1659608575114 || Iter Time:0.01858687400817871 || Total time:8.78002119064331 Loading and distributing data: 0.000123 seconds (128 allocations: 13.180 KiB) Iteration: 237 || Clusters count: 13 || Log posterior: -3297.3805218570774 || Iter Time:0.034217119216918945 || Total time:8.81423830986023 Iteration: 238 || Clusters count: 13 || Log posterior: -3246.9007918447082 || Iter Time:0.0185699462890625 || Total time:8.832808256149292 Loading and distributing data: 0.000121 seconds (128 allocations: 13.180 KiB) Iteration: 239 || Clusters count: 13 || Log posterior: -3244.942423743696 || Iter Time:0.01460123062133789 || Total time:8.84740948677063 Iteration: 240 || Clusters count: 13 || Log posterior: -3229.9509411927547 || Iter Time:0.01863408088684082 || Total time:8.86604356765747 Loading and distributing data: 0.000138 seconds (128 allocations: 13.180 KiB) Iteration: 241 || Clusters count: 13 || Log posterior: -3203.2087929331283 || Iter Time:0.015236139297485352 || Total time:8.881279706954956 Iteration: 242 || Clusters count: 13 || Log posterior: -3188.5573884895857 || Iter Time:0.019882917404174805 || Total time:8.90116262435913 Loading and distributing data: 0.000135 seconds (128 allocations: 13.180 KiB) Iteration: 243 || Clusters count: 13 || Log posterior: -3234.990624952047 || Iter Time:0.016856908798217773 || Total time:8.918019533157349 Iteration: 244 || Clusters count: 13 || Log posterior: -3204.417526301454 || Iter Time:0.02054905891418457 || Total time:8.938568592071533 Loading and distributing data: 0.000132 seconds (128 allocations: 13.180 KiB) Iteration: 245 || Clusters count: 13 || Log posterior: -3225.9496636212525 || Iter Time:0.01564192771911621 || Total time:8.95421051979065 Iteration: 246 || Clusters count: 13 || Log posterior: -3202.5723788083483 || Iter Time:0.019353151321411133 || Total time:8.97356367111206 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 247 || Clusters count: 13 || Log posterior: -3235.4455763562055 || Iter Time:0.015165090560913086 || Total time:8.988728761672974 Iteration: 248 || Clusters count: 13 || Log posterior: -3200.995307608978 || Iter Time:0.020280122756958008 || Total time:9.009008884429932 Loading and distributing data: 0.000133 seconds (128 allocations: 13.180 KiB) Iteration: 249 || Clusters count: 13 || Log posterior: -3239.555731279467 || Iter Time:0.015259027481079102 || Total 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Log posterior: -3270.0162586687707 || Iter Time:0.015608072280883789 || Total time:9.126484394073486 Iteration: 256 || Clusters count: 13 || Log posterior: -3239.0340136383743 || Iter Time:0.020243167877197266 || Total time:9.146727561950684 Loading and distributing data: 0.000116 seconds (128 allocations: 13.180 KiB) Iteration: 257 || Clusters count: 13 || Log posterior: -3247.4664711275086 || Iter Time:0.013812065124511719 || Total time:9.160539627075195 Iteration: 258 || Clusters count: 13 || Log posterior: -3228.052282661003 || Iter Time:0.018244028091430664 || Total time:9.178783655166626 Loading and distributing data: 0.000135 seconds (128 allocations: 13.180 KiB) Iteration: 259 || Clusters count: 13 || Log posterior: -3226.1243917369516 || Iter Time:0.013857126235961914 || Total time:9.192640781402588 Iteration: 260 || Clusters count: 13 || Log posterior: -3178.7276973425796 || Iter Time:0.017850160598754883 || Total time:9.210490942001343 Loading and distributing data: 0.000121 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Iteration: 272 || Clusters count: 13 || Log posterior: -3151.069521700139 || Iter Time:0.01668095588684082 || Total time:9.4044508934021 Loading and distributing data: 0.000120 seconds (128 allocations: 13.180 KiB) Iteration: 273 || Clusters count: 13 || Log posterior: -3204.981693239918 || Iter Time:0.014012813568115234 || Total time:9.418463706970215 Iteration: 274 || Clusters count: 13 || Log posterior: -3164.7583501260124 || Iter Time:0.018607139587402344 || Total time:9.437070846557617 Loading and distributing data: 0.000124 seconds (128 allocations: 13.180 KiB) Iteration: 275 || Clusters count: 13 || Log posterior: -3236.508868813284 || Iter Time:0.014409065246582031 || Total time:9.4514799118042 Iteration: 276 || Clusters count: 13 || Log posterior: -3206.099901031368 || Iter Time:0.01811504364013672 || Total time:9.469594955444336 Loading and distributing data: 0.000145 seconds (128 allocations: 13.180 KiB) Iteration: 277 || Clusters count: 13 || Log posterior: 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posterior: -3201.7739562690263 || Iter Time:0.01767897605895996 || Total time:9.749403238296509 Loading and distributing data: 0.000121 seconds (128 allocations: 13.180 KiB) Iteration: 295 || Clusters count: 13 || Log posterior: -3250.765462842625 || Iter Time:0.03180408477783203 || Total time:9.78120732307434 Iteration: 296 || Clusters count: 13 || Log posterior: -3218.500284349901 || Iter Time:0.01810598373413086 || Total time:9.799313306808472 Loading and distributing data: 0.000128 seconds (128 allocations: 13.180 KiB) Iteration: 297 || Clusters count: 13 || Log posterior: -3216.118188200427 || Iter Time:0.014497041702270508 || Total time:9.813810348510742 Iteration: 298 || Clusters count: 13 || Log posterior: -3172.5737653894644 || Iter Time:0.01854991912841797 || Total time:9.83236026763916 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 299 || Clusters count: 13 || Log posterior: -3189.5237405331054 || Iter Time:0.013995885848999023 || 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|| Log posterior: -3230.807056622417 || Iter Time:0.01311182975769043 || Total time:9.945040941238403 Iteration: 306 || Clusters count: 13 || Log posterior: -3201.0172127169953 || Iter Time:0.01591205596923828 || Total time:9.960952997207642 Loading and distributing data: 0.000130 seconds (128 allocations: 13.180 KiB) Iteration: 307 || Clusters count: 13 || Log posterior: -3170.286359307256 || Iter Time:0.011955976486206055 || Total time:9.972908973693848 Iteration: 308 || Clusters count: 13 || Log posterior: -3150.855625666568 || Iter Time:0.016241073608398438 || Total time:9.989150047302246 Loading and distributing data: 0.000138 seconds (128 allocations: 13.180 KiB) Iteration: 309 || Clusters count: 13 || Log posterior: -3221.1456984823176 || Iter Time:0.011626005172729492 || Total time:10.000776052474976 Iteration: 310 || Clusters count: 13 || Log posterior: -3181.569908497952 || Iter Time:0.016035079956054688 || Total time:10.01681113243103 Loading and distributing data: 0.000121 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Iteration: 344 || Clusters count: 13 || Log posterior: -3238.434921012383 || Iter Time:0.017649173736572266 || Total time:10.587387323379517 Loading and distributing data: 0.000123 seconds (128 allocations: 13.180 KiB) Iteration: 345 || Clusters count: 13 || Log posterior: -3239.3848844161753 || Iter Time:0.01341390609741211 || Total time:10.600801229476929 Iteration: 346 || Clusters count: 13 || Log posterior: -3204.1139208445134 || Iter Time:0.01775503158569336 || Total time:10.618556261062622 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 347 || Clusters count: 13 || Log posterior: -3197.539450098028 || Iter Time:0.013355016708374023 || Total time:10.631911277770996 Iteration: 348 || Clusters count: 13 || Log posterior: -3158.40748611113 || Iter Time:0.018175125122070312 || Total time:10.650086402893066 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 349 || Clusters count: 13 || Log posterior: 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(129 allocations: 13.195 KiB) Iteration: 355 || Clusters count: 13 || Log posterior: -3262.2134275574385 || Iter Time:0.015229940414428711 || Total time:10.76827073097229 Iteration: 356 || Clusters count: 13 || Log posterior: -3233.706829522382 || Iter Time:0.018896818161010742 || Total time:10.7871675491333 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 357 || Clusters count: 13 || Log posterior: -3264.9347364758432 || Iter Time:0.014530181884765625 || Total time:10.801697731018066 Iteration: 358 || Clusters count: 13 || Log posterior: -3238.7417453055095 || Iter Time:0.019469022750854492 || Total time:10.821166753768921 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 359 || Clusters count: 13 || Log posterior: -3262.3955443284685 || Iter Time:0.014480113983154297 || Total time:10.835646867752075 Iteration: 360 || Clusters count: 13 || Log posterior: -3222.5250248554958 || Iter Time:0.018572092056274414 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Iteration: 377 || Clusters count: 13 || Log posterior: -3303.913064202911 || Iter Time:0.013725042343139648 || Total time:11.157465934753418 Iteration: 378 || Clusters count: 13 || Log posterior: -3268.8419829024565 || Iter Time:0.018241167068481445 || Total time:11.1757071018219 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 379 || Clusters count: 13 || Log posterior: -3275.737579244944 || Iter Time:0.01394200325012207 || Total time:11.189649105072021 Iteration: 380 || Clusters count: 13 || Log posterior: -3242.8809248613406 || Iter Time:0.017791032791137695 || Total time:11.20744013786316 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 381 || Clusters count: 13 || Log posterior: -3241.1931714357106 || Iter Time:0.01417398452758789 || Total time:11.221614122390747 Iteration: 382 || Clusters count: 13 || Log posterior: -3202.7745057462216 || Iter Time:0.01842498779296875 || Total time:11.240039110183716 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|| Log posterior: -3289.90089611589 || Iter Time:0.013193130493164062 || Total time:11.540189027786255 Iteration: 400 || Clusters count: 13 || Log posterior: -3242.9226914806827 || Iter Time:0.017008066177368164 || Total time:11.557197093963623 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 401 || Clusters count: 13 || Log posterior: -3265.465579794776 || Iter Time:0.03084707260131836 || Total time:11.588044166564941 Iteration: 402 || Clusters count: 13 || Log posterior: -3229.8454708538106 || Iter Time:0.017438888549804688 || Total time:11.605483055114746 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 403 || Clusters count: 13 || Log posterior: -3242.6435925574865 || Iter Time:0.013217926025390625 || Total time:11.618700981140137 Iteration: 404 || Clusters count: 13 || Log posterior: -3196.6528750483403 || Iter Time:0.017673969268798828 || Total time:11.636374950408936 Loading and distributing data: 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Iteration: 449 || Clusters count: 13 || Log posterior: -3183.7071934010046 || Iter Time:0.013733148574829102 || Total time:12.377045392990112 Iteration: 450 || Clusters count: 13 || Log posterior: -3162.7263963624528 || Iter Time:0.017505884170532227 || Total time:12.394551277160645 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 451 || Clusters count: 13 || Log posterior: -3203.788654133702 || Iter Time:0.013510942459106445 || Total time:12.408062219619751 Iteration: 452 || Clusters count: 13 || Log posterior: -3178.371821387066 || Iter Time:0.01773214340209961 || Total time:12.42579436302185 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 453 || Clusters count: 13 || Log posterior: -3245.037253456798 || Iter Time:0.013733148574829102 || Total time:12.43952751159668 Iteration: 454 || Clusters count: 13 || Log posterior: -3218.9620723415724 || Iter Time:0.03489398956298828 || Total time:12.474421501159668 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Iteration: 521 || Clusters count: 13 || Log posterior: -3262.1968992909815 || Iter Time:0.013979911804199219 || Total time:13.571721315383911 Iteration: 522 || Clusters count: 13 || Log posterior: -3221.168441892768 || Iter Time:0.017971038818359375 || Total time:13.58969235420227 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 523 || Clusters count: 13 || Log posterior: -3302.1883938713127 || Iter Time:0.014113903045654297 || Total time:13.603806257247925 Iteration: 524 || Clusters count: 13 || Log posterior: -3261.8112950412983 || Iter Time:0.017103910446166992 || Total time:13.620910167694092 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 525 || Clusters count: 13 || Log posterior: -3281.8436350668867 || Iter Time:0.013571023941040039 || Total time:13.634481191635132 Iteration: 526 || Clusters count: 13 || Log posterior: -3256.5013444147485 || Iter Time:0.016805171966552734 || Total 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|| Log posterior: -3217.438068469614 || Iter Time:0.03487801551818848 || Total time:13.765113115310669 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 533 || Clusters count: 13 || Log posterior: -3292.6345758995053 || Iter Time:0.014133930206298828 || Total time:13.779247045516968 Iteration: 534 || Clusters count: 13 || Log posterior: -3241.8118383776114 || Iter Time:0.01822805404663086 || Total time:13.797475099563599 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 535 || Clusters count: 13 || Log posterior: -3266.2064169881282 || Iter Time:0.015105009078979492 || Total time:13.812580108642578 Iteration: 536 || Clusters count: 13 || Log posterior: -3238.351313089027 || Iter Time:0.018594980239868164 || Total time:13.831175088882446 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 537 || Clusters count: 13 || Log posterior: -3245.9188202171426 || Iter 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Iteration: 543 || Clusters count: 13 || Log posterior: -3251.829265847257 || Iter Time:0.014303922653198242 || Total time:13.94447922706604 Iteration: 544 || Clusters count: 13 || Log posterior: -3218.871122210731 || Iter Time:0.01895904541015625 || Total time:13.963438272476196 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 545 || Clusters count: 13 || Log posterior: -3287.157404529937 || Iter Time:0.014870166778564453 || Total time:13.97830843925476 Iteration: 546 || Clusters count: 13 || Log posterior: -3256.576482768091 || Iter Time:0.018703937530517578 || Total time:13.997012376785278 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 547 || Clusters count: 13 || Log posterior: -3315.8355890876273 || Iter Time:0.014483928680419922 || Total time:14.011496305465698 Iteration: 548 || Clusters count: 13 || Log posterior: -3288.431977968592 || Iter Time:0.017915010452270508 || Total time:14.029411315917969 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-3236.694019569493 || Iter Time:0.017660856246948242 || Total time:14.122560024261475 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 555 || Clusters count: 13 || Log posterior: -3201.256245172708 || Iter Time:0.013365030288696289 || Total time:14.135925054550171 Iteration: 556 || Clusters count: 13 || Log posterior: -3181.8654502151667 || Iter Time:0.017479896545410156 || Total time:14.153404951095581 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 557 || Clusters count: 13 || Log posterior: -3183.791400624352 || Iter Time:0.014313936233520508 || Total time:14.167718887329102 Iteration: 558 || Clusters count: 13 || Log posterior: -3167.9345010239376 || Iter Time:0.019343852996826172 || Total time:14.187062740325928 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 559 || Clusters count: 13 || Log posterior: -3193.6245355810784 || Iter Time:0.03164482116699219 || 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Log posterior: -3235.085736693289 || Iter Time:0.014310121536254883 || Total time:14.319457769393921 Iteration: 566 || Clusters count: 13 || Log posterior: -3208.248167335189 || Iter Time:0.018605947494506836 || Total time:14.338063716888428 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 567 || Clusters count: 13 || Log posterior: -3289.204140950847 || Iter Time:0.014420032501220703 || Total time:14.352483749389648 Iteration: 568 || Clusters count: 13 || Log posterior: -3245.807542492631 || Iter Time:0.01810479164123535 || Total time:14.370588541030884 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 569 || Clusters count: 13 || Log posterior: -3240.993910641068 || Iter Time:0.014669179916381836 || Total time:14.385257720947266 Iteration: 570 || Clusters count: 13 || Log posterior: -3216.283132499086 || Iter Time:0.019123077392578125 || Total time:14.404380798339844 Loading and distributing data: 0.000127 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-3299.2296999979853 || Iter Time:0.013042926788330078 || Total time:14.677975177764893 Iteration: 588 || Clusters count: 13 || Log posterior: -3251.961366925113 || Iter Time:0.017427921295166016 || Total time:14.695403099060059 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 589 || Clusters count: 13 || Log posterior: -3249.636984794828 || Iter Time:0.013137102127075195 || Total time:14.708540201187134 Iteration: 590 || Clusters count: 13 || Log posterior: -3224.306504996908 || Iter Time:0.017600059509277344 || Total time:14.726140260696411 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 591 || Clusters count: 13 || Log posterior: -3221.886417333951 || Iter Time:0.013945817947387695 || Total time:14.740086078643799 Iteration: 592 || Clusters count: 13 || Log posterior: -3206.056138130281 || Iter Time:0.01677393913269043 || Total time:14.75686001777649 Loading and distributing data: 0.000120 seconds (129 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13 || Log posterior: -3217.3103293545764 || Iter Time:0.0195620059967041 || Total time:14.95224905014038 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 605 || Clusters count: 13 || Log posterior: -3214.599311453718 || Iter Time:0.016329050064086914 || Total time:14.968578100204468 Iteration: 606 || Clusters count: 13 || Log posterior: -3193.483542124106 || Iter Time:0.018021106719970703 || Total time:14.986599206924438 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 607 || Clusters count: 13 || Log posterior: -3250.805825061846 || Iter Time:0.01603984832763672 || Total time:15.002639055252075 Iteration: 608 || Clusters count: 13 || Log posterior: -3209.609378227581 || Iter Time:0.018785953521728516 || Total time:15.021425008773804 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 609 || Clusters count: 13 || Log posterior: -3260.5361553044677 || Iter 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Iteration: 615 || Clusters count: 13 || Log posterior: -3249.5841237667196 || Iter Time:0.015360116958618164 || Total time:15.156185150146484 Iteration: 616 || Clusters count: 13 || Log posterior: -3222.9527371482554 || Iter Time:0.01740717887878418 || Total time:15.173592329025269 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 617 || Clusters count: 13 || Log posterior: -3249.8941835374994 || Iter Time:0.012707948684692383 || Total time:15.186300277709961 Iteration: 618 || Clusters count: 13 || Log posterior: -3211.738433682859 || Iter Time:0.016582012176513672 || Total time:15.202882289886475 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 619 || Clusters count: 13 || Log posterior: -3229.332973104193 || Iter Time:0.012455940246582031 || Total time:15.215338230133057 Iteration: 620 || Clusters count: 13 || Log posterior: -3202.5182658755334 || Iter Time:0.016855955123901367 || Total 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Iteration: 637 || Clusters count: 13 || Log posterior: -3257.1368006315806 || Iter Time:0.012942075729370117 || Total time:15.500523805618286 Iteration: 638 || Clusters count: 13 || Log posterior: -3217.4364591580716 || Iter Time:0.01686692237854004 || Total time:15.517390727996826 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 639 || Clusters count: 13 || Log posterior: -3245.0400093402855 || Iter Time:0.013009071350097656 || Total time:15.530399799346924 Iteration: 640 || Clusters count: 13 || Log posterior: -3212.2684311656035 || Iter Time:0.01718592643737793 || Total time:15.547585725784302 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 641 || Clusters count: 13 || Log posterior: -3246.4906773745297 || Iter Time:0.013897895812988281 || Total time:15.56148362159729 Iteration: 642 || Clusters count: 13 || Log posterior: -3212.0788221603516 || Iter Time:0.03474307060241699 || Total 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Iteration: 659 || Clusters count: 13 || Log posterior: -3210.808973090425 || Iter Time:0.01471400260925293 || Total time:15.877719640731812 Iteration: 660 || Clusters count: 13 || Log posterior: -3169.7640976577163 || Iter Time:0.018535137176513672 || Total time:15.896254777908325 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 661 || Clusters count: 13 || Log posterior: -3178.5170008795144 || Iter Time:0.014513969421386719 || Total time:15.910768747329712 Iteration: 662 || Clusters count: 13 || Log posterior: -3153.7891523151648 || Iter Time:0.01848912239074707 || Total time:15.929257869720459 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 663 || Clusters count: 13 || Log posterior: -3225.965294057299 || Iter Time:0.014554023742675781 || Total time:15.943811893463135 Iteration: 664 || Clusters count: 13 || Log posterior: -3205.8445193766734 || Iter Time:0.018976926803588867 || Total 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Iteration: 681 || Clusters count: 13 || Log posterior: -3237.2448026150473 || Iter Time:0.012866973876953125 || Total time:16.235647201538086 Iteration: 682 || Clusters count: 13 || Log posterior: -3213.09478711514 || Iter Time:0.01720881462097168 || Total time:16.252856016159058 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 683 || Clusters count: 13 || Log posterior: -3227.7778715966083 || Iter Time:0.01102900505065918 || Total time:16.263885021209717 Iteration: 684 || Clusters count: 13 || Log posterior: -3210.8842407374373 || Iter Time:0.01846480369567871 || Total time:16.282349824905396 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 685 || Clusters count: 13 || Log posterior: -3228.349407543501 || Iter Time:0.012763023376464844 || Total time:16.29511284828186 Iteration: 686 || Clusters count: 13 || Log posterior: -3208.0157750023727 || Iter Time:0.017528057098388672 || Total time:16.31264090538025 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 687 || Clusters count: 13 || Log posterior: -3231.222665473595 || Iter Time:0.013325214385986328 || Total time:16.325966119766235 Iteration: 688 || Clusters count: 13 || Log posterior: -3208.8826588878787 || Iter Time:0.018861055374145508 || Total time:16.34482717514038 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 689 || Clusters count: 13 || Log posterior: -3209.65870628037 || Iter Time:0.014645099639892578 || Total time:16.359472274780273 Iteration: 690 || Clusters count: 13 || Log posterior: -3172.020588983226 || Iter Time:0.018396854400634766 || Total time:16.377869129180908 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 691 || Clusters count: 13 || Log posterior: -3227.6525028123665 || Iter Time:0.014185905456542969 || Total time:16.39205503463745 Iteration: 692 || Clusters count: 13 || Log posterior: -3198.944097592952 || Iter Time:0.018782854080200195 || Total time:16.41083788871765 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 693 || Clusters count: 13 || Log posterior: -3270.7783178942373 || Iter Time:0.014839887619018555 || Total time:16.42567777633667 Iteration: 694 || Clusters count: 13 || Log posterior: -3236.539801119545 || Iter Time:0.01879596710205078 || Total time:16.44447374343872 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 695 || Clusters count: 13 || Log posterior: -3262.404457236546 || Iter Time:0.014573097229003906 || Total time:16.459046840667725 Iteration: 696 || Clusters count: 13 || Log posterior: -3241.8696579376015 || Iter Time:0.018291950225830078 || Total time:16.477338790893555 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 697 || Clusters count: 13 || Log posterior: -3277.551700592151 || Iter Time:0.030990123748779297 || Total 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Iteration: 720 || Clusters count: 13 || Log posterior: -3196.7253351387144 || Iter Time:0.017493009567260742 || Total time:16.88103199005127 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 721 || Clusters count: 13 || Log posterior: -3215.6593245278023 || Iter Time:0.015144109725952148 || Total time:16.89617609977722 Iteration: 722 || Clusters count: 13 || Log posterior: -3179.1047810003934 || Iter Time:0.017913103103637695 || Total time:16.91408920288086 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 723 || Clusters count: 13 || Log posterior: -3255.861746438457 || Iter Time:0.013714075088500977 || Total time:16.92780327796936 Iteration: 724 || Clusters count: 13 || Log posterior: -3232.329165706912 || Iter Time:0.036039113998413086 || Total time:16.963842391967773 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 725 || Clusters count: 13 || Log posterior: -3237.3742114433544 || Iter Time:0.014407157897949219 || Total time:16.978249549865723 Iteration: 726 || Clusters count: 13 || Log posterior: -3194.35396441781 || Iter Time:0.01805281639099121 || Total time:16.996302366256714 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 727 || Clusters count: 13 || Log posterior: -3173.7642980885385 || Iter Time:0.013598918914794922 || Total time:17.00990128517151 Iteration: 728 || Clusters count: 13 || Log posterior: -3148.818495544214 || Iter Time:0.01849508285522461 || Total time:17.028396368026733 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 729 || Clusters count: 13 || Log posterior: -3181.514791888109 || Iter Time:0.014869928359985352 || Total time:17.04326629638672 Iteration: 730 || Clusters count: 13 || Log posterior: -3156.477578695913 || Iter Time:0.020322799682617188 || Total time:17.063589096069336 Loading and distributing data: 0.000141 seconds (129 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Iteration: 753 || Clusters count: 13 || Log posterior: -3237.779804296671 || Iter Time:0.01352691650390625 || Total time:17.45715618133545 Iteration: 754 || Clusters count: 13 || Log posterior: -3201.0686527464095 || Iter Time:0.019248008728027344 || Total time:17.476404190063477 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 755 || Clusters count: 13 || Log posterior: -3266.1352685569013 || Iter Time:0.01399993896484375 || Total time:17.49040412902832 Iteration: 756 || Clusters count: 13 || Log posterior: -3232.598497362125 || Iter Time:0.018077850341796875 || Total time:17.508481979370117 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 757 || Clusters count: 13 || Log posterior: -3284.7667608129414 || Iter Time:0.014833927154541016 || Total time:17.523315906524658 Iteration: 758 || Clusters count: 13 || Log posterior: -3251.460002481728 || Iter Time:0.019154071807861328 || Total time:17.54246997833252 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Iteration: 847 || Clusters count: 13 || Log posterior: -3223.61343429987 || Iter Time:0.013077020645141602 || Total time:19.016947984695435 Iteration: 848 || Clusters count: 13 || Log posterior: -3188.3318156053497 || Iter Time:0.01784801483154297 || Total time:19.034795999526978 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 849 || Clusters count: 13 || Log posterior: -3219.102176332041 || Iter Time:0.013303041458129883 || Total time:19.048099040985107 Iteration: 850 || Clusters count: 13 || Log posterior: -3183.9601098419166 || Iter Time:0.01901698112487793 || Total time:19.067116022109985 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 851 || Clusters count: 13 || Log posterior: -3233.7974730934043 || Iter Time:0.014333009719848633 || Total time:19.081449031829834 Iteration: 852 || Clusters count: 13 || Log posterior: -3214.032528490393 || Iter Time:0.01856398582458496 || Total time:19.10001301765442 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 853 || Clusters count: 13 || Log posterior: -3277.4160784193737 || Iter Time:0.014382123947143555 || Total time:19.114395141601562 Iteration: 854 || Clusters count: 13 || Log posterior: -3248.9564014154303 || Iter Time:0.018978118896484375 || Total time:19.133373260498047 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 855 || Clusters count: 13 || Log posterior: -3288.2667389031267 || Iter Time:0.014154911041259766 || Total time:19.147528171539307 Iteration: 856 || Clusters count: 13 || Log posterior: -3254.8567528013896 || Iter Time:0.017963886260986328 || Total time:19.165492057800293 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 857 || Clusters count: 13 || Log posterior: -3230.2062783796464 || Iter Time:0.014246940612792969 || Total time:19.179738998413086 Iteration: 858 || Clusters count: 13 || Log posterior: 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Iteration: 886 || Clusters count: 13 || Log posterior: -3194.4629198975917 || Iter Time:0.019361019134521484 || Total time:19.67803168296814 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 887 || Clusters count: 13 || Log posterior: -3265.0125542206033 || Iter Time:0.01491093635559082 || Total time:19.69294261932373 Iteration: 888 || Clusters count: 13 || Log posterior: -3239.1310994914347 || Iter Time:0.017782926559448242 || Total time:19.71072554588318 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 889 || Clusters count: 13 || Log posterior: -3243.827729916786 || Iter Time:0.01346898078918457 || Total time:19.724194526672363 Iteration: 890 || Clusters count: 13 || Log posterior: -3202.2158402688556 || Iter Time:0.017724037170410156 || Total time:19.741918563842773 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 891 || Clusters count: 13 || Log posterior: 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Iteration: 919 || Clusters count: 13 || Log posterior: -3261.349651435876 || Iter Time:0.014436006546020508 || Total time:20.217366456985474 Iteration: 920 || Clusters count: 13 || Log posterior: -3217.7800599293514 || Iter Time:0.018541812896728516 || Total time:20.235908269882202 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 921 || Clusters count: 13 || Log posterior: -3241.6138569665745 || Iter Time:0.014356136322021484 || Total time:20.250264406204224 Iteration: 922 || Clusters count: 13 || Log posterior: -3222.20457539144 || Iter Time:0.01749587059020996 || Total time:20.267760276794434 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 923 || Clusters count: 13 || Log posterior: -3237.029812425717 || Iter Time:0.030400991439819336 || Total time:20.298161268234253 Iteration: 924 || Clusters count: 13 || Log posterior: -3200.893322486791 || Iter Time:0.01773691177368164 || Total time:20.315898180007935 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 925 || Clusters count: 13 || Log posterior: -3217.967646469637 || Iter Time:0.013016939163208008 || Total time:20.328915119171143 Iteration: 926 || Clusters count: 13 || Log posterior: -3181.5534427869748 || Iter Time:0.017320871353149414 || Total time:20.346235990524292 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 927 || Clusters count: 13 || Log posterior: -3240.555356540548 || Iter Time:0.012906074523925781 || Total time:20.359142065048218 Iteration: 928 || Clusters count: 13 || Log posterior: -3221.015882796161 || Iter Time:0.016849040985107422 || Total time:20.375991106033325 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 929 || Clusters count: 13 || Log posterior: -3308.4697848423957 || Iter Time:0.012455940246582031 || Total time:20.388447046279907 Iteration: 930 || Clusters count: 13 || Log posterior: -3271.0003212504707 || Iter Time:0.017188072204589844 || Total time:20.405635118484497 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 931 || Clusters count: 13 || Log posterior: -3266.523046586524 || Iter Time:0.013553857803344727 || Total time:20.419188976287842 Iteration: 932 || Clusters count: 13 || Log posterior: -3238.0317546800384 || Iter Time:0.01784801483154297 || Total time:20.437036991119385 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 933 || Clusters count: 13 || Log posterior: -3205.11399779428 || Iter Time:0.013618946075439453 || Total time:20.450655937194824 Iteration: 934 || Clusters count: 13 || Log posterior: -3177.349205407613 || Iter Time:0.018164873123168945 || Total time:20.468820810317993 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 935 || Clusters count: 13 || Log posterior: -3208.618925167882 || Iter Time:0.013746023178100586 || Total 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Log posterior: -3247.4671201709093 || Iter Time:0.013276100158691406 || Total time:20.577742099761963 Iteration: 942 || Clusters count: 13 || Log posterior: -3225.122318507402 || Iter Time:0.017457962036132812 || Total time:20.595200061798096 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 943 || Clusters count: 13 || Log posterior: -3298.259649515697 || Iter Time:0.013750076293945312 || Total time:20.60895013809204 Iteration: 944 || Clusters count: 13 || Log posterior: -3243.172639204184 || Iter Time:0.01805901527404785 || Total time:20.62700915336609 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 945 || Clusters count: 13 || Log posterior: -3276.3924423257126 || Iter Time:0.013776063919067383 || Total time:20.640785217285156 Iteration: 946 || Clusters count: 13 || Log posterior: -3237.5807721535643 || Iter Time:0.018006086349487305 || Total time:20.658791303634644 Loading and distributing data: 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Iteration: 958 || Clusters count: 13 || Log posterior: -3211.0356325107227 || Iter Time:0.017631053924560547 || Total time:20.87465739250183 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 959 || Clusters count: 13 || Log posterior: -3212.268053754809 || Iter Time:0.013278961181640625 || Total time:20.88793635368347 Iteration: 960 || Clusters count: 13 || Log posterior: -3176.125446172027 || Iter Time:0.018090009689331055 || Total time:20.906026363372803 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 961 || Clusters count: 13 || Log posterior: -3183.2000453484757 || Iter Time:0.013998985290527344 || Total time:20.92002534866333 Iteration: 962 || Clusters count: 13 || Log posterior: -3166.1064640356176 || Iter Time:0.017976999282836914 || Total time:20.938002347946167 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 963 || Clusters count: 13 || Log posterior: -3205.2431877922477 || Iter Time:0.014261960983276367 || Total time:20.952264308929443 Iteration: 964 || Clusters count: 13 || Log posterior: -3171.8357443526775 || Iter Time:0.01806187629699707 || Total time:20.97032618522644 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 965 || Clusters count: 13 || Log posterior: -3218.496035102232 || Iter Time:0.013339042663574219 || Total time:20.983665227890015 Iteration: 966 || Clusters count: 13 || Log posterior: -3194.310739815365 || Iter Time:0.0178830623626709 || Total time:21.001548290252686 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 967 || Clusters count: 13 || Log posterior: -3231.507213549802 || Iter Time:0.013480901718139648 || Total time:21.015029191970825 Iteration: 968 || Clusters count: 13 || Log posterior: -3206.845529915048 || Iter Time:0.018056154251098633 || Total time:21.033085346221924 Loading and distributing data: 0.000117 seconds (129 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-3243.9426481138435 || Iter Time:0.011347055435180664 || Total time:22.25209641456604 Loading and distributing data: 0.000094 seconds (129 allocations: 13.195 KiB) Iteration: 1047 || Clusters count: 13 || Log posterior: -3225.5203505959557 || Iter Time:0.00918889045715332 || Total time:22.261285305023193 Iteration: 1048 || Clusters count: 13 || Log posterior: -3189.8885538770014 || Iter Time:0.011629819869995117 || Total time:22.27291512489319 Loading and distributing data: 0.000093 seconds (129 allocations: 13.195 KiB) Iteration: 1049 || Clusters count: 13 || Log posterior: -3216.1816574102677 || Iter Time:0.008604049682617188 || Total time:22.281519174575806 Iteration: 1050 || Clusters count: 13 || Log posterior: -3166.753579055572 || Iter Time:0.011410951614379883 || Total time:22.292930126190186 Loading and distributing data: 0.000102 seconds (129 allocations: 13.195 KiB) Iteration: 1051 || Clusters count: 13 || Log posterior: -3231.836923183442 || Iter Time:0.008611917495727539 || 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-3221.3316638096526 || Iter Time:0.01761603355407715 || Total time:22.559382438659668 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1069 || Clusters count: 13 || Log posterior: -3201.2998814257685 || Iter Time:0.029968976974487305 || Total time:22.589351415634155 Iteration: 1070 || Clusters count: 13 || Log posterior: -3183.84095264038 || Iter Time:0.017548084259033203 || Total time:22.60689949989319 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1071 || Clusters count: 13 || Log posterior: -3197.2668659678593 || Iter Time:0.01322317123413086 || Total time:22.62012267112732 Iteration: 1072 || Clusters count: 13 || Log posterior: -3171.039206489566 || Iter Time:0.017941951751708984 || Total time:22.63806462287903 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1073 || Clusters count: 13 || Log posterior: -3211.0016149596727 || Iter Time:0.012727975845336914 || 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-3232.0179776702357 || Iter Time:0.017219066619873047 || Total time:22.912842273712158 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1091 || Clusters count: 13 || Log posterior: -3282.485920935487 || Iter Time:0.012907981872558594 || Total time:22.925750255584717 Iteration: 1092 || Clusters count: 13 || Log posterior: -3247.19074115979 || Iter Time:0.017168045043945312 || Total time:22.942918300628662 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1093 || Clusters count: 13 || Log posterior: -3270.991046876486 || Iter Time:0.012857913970947266 || Total time:22.95577621459961 Iteration: 1094 || Clusters count: 13 || Log posterior: -3245.474275473267 || Iter Time:0.017374038696289062 || Total time:22.9731502532959 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1095 || Clusters count: 13 || Log posterior: -3253.8604425980075 || Iter Time:0.012858152389526367 || 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-3224.2990335293243 || Iter Time:0.01868295669555664 || Total time:24.3668155670166 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1179 || Clusters count: 13 || Log posterior: -3241.566314263345 || Iter Time:0.014078140258789062 || Total time:24.38089370727539 Iteration: 1180 || Clusters count: 13 || Log posterior: -3209.3246974185968 || Iter Time:0.01775217056274414 || Total time:24.398645877838135 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1181 || Clusters count: 13 || Log posterior: -3237.4953919411187 || Iter Time:0.030198097229003906 || Total time:24.42884397506714 Iteration: 1182 || Clusters count: 13 || Log posterior: -3202.774766444589 || Iter Time:0.016230106353759766 || Total time:24.4450740814209 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1183 || Clusters count: 13 || Log posterior: -3200.969977834398 || Iter Time:0.012619972229003906 || Total 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-3239.52437494126 || Iter Time:0.01606893539428711 || Total time:24.716137170791626 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1201 || Clusters count: 13 || Log posterior: -3256.9583120438774 || Iter Time:0.01205301284790039 || Total time:24.728190183639526 Iteration: 1202 || Clusters count: 13 || Log posterior: -3207.5097231158215 || Iter Time:0.01786208152770996 || Total time:24.746052265167236 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1203 || Clusters count: 13 || Log posterior: -3236.8033263092525 || Iter Time:0.014620065689086914 || Total time:24.760672330856323 Iteration: 1204 || Clusters count: 13 || Log posterior: -3210.9787361582617 || Iter Time:0.01777482032775879 || Total time:24.778447151184082 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1205 || Clusters count: 13 || Log posterior: -3206.1424687604303 || Iter Time:0.014688968658447266 || 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Time:0.01919102668762207 || Total time:25.08132243156433 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1223 || Clusters count: 13 || Log posterior: -3203.3938465203687 || Iter Time:0.015556097030639648 || Total time:25.09687852859497 Iteration: 1224 || Clusters count: 13 || Log posterior: -3182.269901826226 || Iter Time:0.01867508888244629 || Total time:25.115553617477417 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1225 || Clusters count: 13 || Log posterior: -3216.728710460042 || Iter Time:0.013776063919067383 || Total time:25.129329681396484 Iteration: 1226 || Clusters count: 13 || Log posterior: -3181.1911865765333 || Iter Time:0.0181429386138916 || Total time:25.147472620010376 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1227 || Clusters count: 13 || Log posterior: -3199.4715400635237 || Iter Time:0.013881921768188477 || Total time:25.161354541778564 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-3188.5425189710827 || Iter Time:0.01858997344970703 || Total time:25.813650608062744 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1267 || Clusters count: 13 || Log posterior: -3205.7934673111413 || Iter Time:0.033928871154785156 || Total time:25.84757947921753 Iteration: 1268 || Clusters count: 13 || Log posterior: -3181.0083383244373 || Iter Time:0.018867015838623047 || Total time:25.866446495056152 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1269 || Clusters count: 13 || Log posterior: -3241.9097965467613 || Iter Time:0.014223098754882812 || Total time:25.880669593811035 Iteration: 1270 || Clusters count: 13 || Log posterior: -3205.330524036568 || Iter Time:0.018917083740234375 || Total time:25.89958667755127 Loading and distributing data: 0.000158 seconds (134 allocations: 13.352 KiB) Iteration: 1271 || Clusters count: 13 || Log posterior: -3234.4404909405594 || Iter Time:0.015511035919189453 || Total time:25.91509771347046 Iteration: 1272 || Clusters count: 13 || Log posterior: -3208.0213515751384 || Iter Time:0.018286943435668945 || Total time:25.933384656906128 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1273 || Clusters count: 13 || Log posterior: -3250.5925813968956 || Iter Time:0.014420032501220703 || Total time:25.94780468940735 Iteration: 1274 || Clusters count: 13 || Log posterior: -3218.015616865382 || Iter Time:0.018411874771118164 || Total time:25.966216564178467 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1275 || Clusters count: 13 || Log posterior: -3258.298313433591 || Iter Time:0.014575004577636719 || Total time:25.980791568756104 Iteration: 1276 || Clusters count: 13 || Log posterior: -3224.240665370078 || Iter Time:0.017954111099243164 || Total time:25.998745679855347 Loading and distributing data: 0.000160 seconds (129 allocations: 13.195 KiB) Iteration: 1277 || Clusters count: 13 || Log posterior: -3204.3934808427794 || Iter Time:0.013464927673339844 || Total time:26.012210607528687 Iteration: 1278 || Clusters count: 13 || Log posterior: -3167.1513698919543 || Iter Time:0.01833200454711914 || Total time:26.030542612075806 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1279 || Clusters count: 13 || Log posterior: -3203.0926808947775 || Iter Time:0.014548063278198242 || Total time:26.045090675354004 Iteration: 1280 || Clusters count: 13 || Log posterior: -3163.837602006954 || Iter Time:0.018110036849975586 || Total time:26.06320071220398 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1281 || Clusters count: 13 || Log posterior: -3183.921814249026 || Iter Time:0.014652013778686523 || Total time:26.077852725982666 Iteration: 1282 || Clusters count: 13 || Log posterior: -3162.4615396418835 || Iter Time:0.018581867218017578 || Total time:26.096434593200684 Loading 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-3126.1340959398376 || Iter Time:0.0182340145111084 || Total time:26.194988489151 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1289 || Clusters count: 13 || Log posterior: -3184.0194266584413 || Iter Time:0.014952898025512695 || Total time:26.209941387176514 Iteration: 1290 || Clusters count: 13 || Log posterior: -3144.197989042929 || Iter Time:0.018342971801757812 || Total time:26.22828435897827 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1291 || Clusters count: 13 || Log posterior: -3233.7304589037008 || Iter Time:0.014007091522216797 || Total time:26.24229145050049 Iteration: 1292 || Clusters count: 13 || Log posterior: -3201.0015158400693 || Iter Time:0.015819072723388672 || Total time:26.258110523223877 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1293 || Clusters count: 13 || Log posterior: -3260.4982761484357 || Iter Time:0.014059066772460938 || 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count: 13 || Log posterior: -3221.3060276177825 || Iter Time:0.014232873916625977 || Total time:26.389633655548096 Iteration: 1300 || Clusters count: 13 || Log posterior: -3195.6644739874714 || Iter Time:0.018318891525268555 || Total time:26.407952547073364 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1301 || Clusters count: 13 || Log posterior: -3210.7997218796563 || Iter Time:0.01512598991394043 || Total time:26.423078536987305 Iteration: 1302 || Clusters count: 13 || Log posterior: -3181.368296867691 || Iter Time:0.018646955490112305 || Total time:26.441725492477417 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1303 || Clusters count: 13 || Log posterior: -3214.587541236402 || Iter Time:0.014378070831298828 || Total time:26.456103563308716 Iteration: 1304 || Clusters count: 13 || Log posterior: -3181.1289990534556 || Iter Time:0.01791095733642578 || Total time:26.47401452064514 Loading and 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-3202.9239046123225 || Iter Time:0.01784682273864746 || Total time:26.567627429962158 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1311 || Clusters count: 13 || Log posterior: -3228.2903916635332 || Iter Time:0.013204097747802734 || Total time:26.58083152770996 Iteration: 1312 || Clusters count: 13 || Log posterior: -3200.573987817758 || Iter Time:0.01945185661315918 || Total time:26.60028338432312 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1313 || Clusters count: 13 || Log posterior: -3173.113563622152 || Iter Time:0.01514291763305664 || Total time:26.615426301956177 Iteration: 1314 || Clusters count: 13 || Log posterior: -3164.6959429274393 || Iter Time:0.02098703384399414 || Total time:26.63641333580017 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1315 || Clusters count: 13 || Log posterior: -3203.023648864777 || Iter Time:0.015008926391601562 || 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-3202.977757514833 || Iter Time:0.017112016677856445 || Total time:26.958783388137817 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1333 || Clusters count: 13 || Log posterior: -3215.4084287760666 || Iter Time:0.013326168060302734 || Total time:26.97210955619812 Iteration: 1334 || Clusters count: 13 || Log posterior: -3186.1653580506713 || Iter Time:0.017985820770263672 || Total time:26.990095376968384 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1335 || Clusters count: 13 || Log posterior: -3204.5064272996383 || Iter Time:0.014156818389892578 || Total time:27.004252195358276 Iteration: 1336 || Clusters count: 13 || Log posterior: -3163.7195236725543 || Iter Time:0.017997026443481445 || Total time:27.022249221801758 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1337 || Clusters count: 13 || Log posterior: -3238.1491736798034 || Iter Time:0.013441085815429688 || Total time:27.035690307617188 Iteration: 1338 || Clusters count: 13 || Log posterior: -3194.751158099157 || Iter Time:0.017473936080932617 || Total time:27.05316424369812 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1339 || Clusters count: 13 || Log posterior: -3261.265658909412 || Iter Time:0.014470100402832031 || Total time:27.067634344100952 Iteration: 1340 || Clusters count: 13 || Log posterior: -3222.620652544485 || Iter Time:0.018558025360107422 || Total time:27.08619236946106 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1341 || Clusters count: 13 || Log posterior: -3255.1336234737573 || Iter Time:0.015964984893798828 || Total time:27.10215735435486 Iteration: 1342 || Clusters count: 13 || Log posterior: -3225.793581443199 || Iter Time:0.018701791763305664 || Total time:27.120859146118164 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1343 || Clusters count: 13 || Log posterior: -3258.184479517209 || Iter Time:0.014848947525024414 || Total time:27.13570809364319 Iteration: 1344 || Clusters count: 13 || Log posterior: -3220.45780799196 || Iter Time:0.01688694953918457 || Total time:27.152595043182373 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1345 || Clusters count: 13 || Log posterior: -3217.3684449465445 || Iter Time:0.012501001358032227 || Total time:27.165096044540405 Iteration: 1346 || Clusters count: 13 || Log posterior: -3185.949623460777 || Iter Time:0.016885995864868164 || Total time:27.181982040405273 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1347 || Clusters count: 13 || Log posterior: -3228.53013332874 || Iter Time:0.013393878936767578 || Total time:27.19537591934204 Iteration: 1348 || Clusters count: 13 || Log posterior: -3190.7276455589536 || Iter Time:0.01756596565246582 || Total time:27.212941884994507 Loading and 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-3148.048502221524 || Iter Time:0.018391132354736328 || Total time:28.406612157821655 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1421 || Clusters count: 13 || Log posterior: -3215.3430827687243 || Iter Time:0.013854026794433594 || Total time:28.42046618461609 Iteration: 1422 || Clusters count: 13 || Log posterior: -3170.2799083012774 || Iter Time:0.017557859420776367 || Total time:28.438024044036865 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1423 || Clusters count: 13 || Log posterior: -3226.229803294748 || Iter Time:0.01415395736694336 || Total time:28.45217800140381 Iteration: 1424 || Clusters count: 13 || Log posterior: -3198.031827617149 || Iter Time:0.018030881881713867 || Total time:28.470208883285522 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1425 || Clusters count: 13 || Log posterior: -3233.5565143037884 || Iter Time:0.014008045196533203 || 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-3208.94135803798 || Iter Time:0.038838863372802734 || Total time:28.778608083724976 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1443 || Clusters count: 13 || Log posterior: -3193.9557813649903 || Iter Time:0.014741182327270508 || Total time:28.793349266052246 Iteration: 1444 || Clusters count: 13 || Log posterior: -3177.4689305128013 || Iter Time:0.018702983856201172 || Total time:28.812052249908447 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1445 || Clusters count: 13 || Log posterior: -3222.521279852093 || Iter Time:0.014903068542480469 || Total time:28.826955318450928 Iteration: 1446 || Clusters count: 13 || Log posterior: -3195.210209554863 || Iter Time:0.018266916275024414 || Total time:28.845222234725952 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1447 || Clusters count: 13 || Log posterior: -3204.0638902105675 || Iter Time:0.014801979064941406 || Total time:28.860024213790894 Iteration: 1448 || Clusters count: 13 || Log posterior: -3181.9223806913797 || Iter Time:0.017780065536499023 || Total time:28.877804279327393 Loading and distributing data: 0.000213 seconds (129 allocations: 13.195 KiB) Iteration: 1449 || Clusters count: 13 || Log posterior: -3198.856216104437 || Iter Time:0.014040946960449219 || Total time:28.891845226287842 Iteration: 1450 || Clusters count: 13 || Log posterior: -3170.4923453260903 || Iter Time:0.01754307746887207 || Total time:28.909388303756714 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1451 || Clusters count: 13 || Log posterior: -3215.4841621690434 || Iter Time:0.013408899307250977 || Total time:28.922797203063965 Iteration: 1452 || Clusters count: 13 || Log posterior: -3181.3058240543114 || Iter Time:0.01770305633544922 || Total time:28.940500259399414 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1453 || 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-3204.545022429809 || Iter Time:0.017367839813232422 || Total time:29.13090991973877 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1465 || Clusters count: 13 || Log posterior: -3235.1738010172226 || Iter Time:0.013329029083251953 || Total time:29.14423894882202 Iteration: 1466 || Clusters count: 13 || Log posterior: -3198.927853802819 || Iter Time:0.016896963119506836 || Total time:29.16113591194153 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1467 || Clusters count: 13 || Log posterior: -3223.683490417425 || Iter Time:0.013041019439697266 || Total time:29.174176931381226 Iteration: 1468 || Clusters count: 13 || Log posterior: -3197.755827553317 || Iter Time:0.01655888557434082 || Total time:29.190735816955566 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1469 || Clusters count: 13 || Log posterior: -3275.7862273963237 || Iter Time:0.014001846313476562 || 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Clusters count: 13 || Log posterior: -3272.9553749262345 || Iter Time:0.01312398910522461 || Total time:29.31963062286377 Iteration: 1476 || Clusters count: 13 || Log posterior: -3232.144010251211 || Iter Time:0.01723194122314453 || Total time:29.336862564086914 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 1477 || Clusters count: 13 || Log posterior: -3243.8132319856845 || Iter Time:0.013332843780517578 || Total time:29.35019540786743 Iteration: 1478 || Clusters count: 13 || Log posterior: -3206.5227753347235 || Iter Time:0.018394947052001953 || Total time:29.368590354919434 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1479 || Clusters count: 13 || Log posterior: -3219.3891785264195 || Iter Time:0.013991832733154297 || Total time:29.382582187652588 Iteration: 1480 || Clusters count: 13 || Log posterior: -3189.4291903512312 || Iter Time:0.01703786849975586 || Total time:29.399620056152344 Loading and distributing data: 0.000104 seconds (129 allocations: 13.195 KiB) Iteration: 1481 || Clusters count: 13 || Log posterior: -3225.568205790731 || Iter Time:0.015063047409057617 || Total time:29.4146831035614 Iteration: 1482 || Clusters count: 13 || Log posterior: -3204.449436869444 || Iter Time:0.017695903778076172 || Total time:29.432379007339478 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1483 || Clusters count: 13 || Log posterior: -3257.564273733598 || Iter Time:0.013895988464355469 || Total time:29.446274995803833 Iteration: 1484 || Clusters count: 13 || Log posterior: -3228.990548793265 || Iter Time:0.017353057861328125 || Total time:29.46362805366516 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1485 || Clusters count: 13 || Log posterior: -3243.5592053196447 || Iter Time:0.013437032699584961 || Total time:29.477065086364746 Iteration: 1486 || Clusters count: 13 || Log posterior: -3213.9815736459714 || Iter Time:0.0173799991607666 || Total time:29.494445085525513 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1487 || Clusters count: 13 || Log posterior: -3227.3675202945174 || Iter Time:0.01355886459350586 || Total time:29.50800395011902 Iteration: 1488 || Clusters count: 13 || Log posterior: -3201.6607494767145 || Iter Time:0.017774105072021484 || Total time:29.52577805519104 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1489 || Clusters count: 13 || Log posterior: -3173.698677233407 || Iter Time:0.013571977615356445 || Total time:29.539350032806396 Iteration: 1490 || Clusters count: 13 || Log posterior: -3153.8732236014253 || Iter Time:0.017908096313476562 || Total time:29.557258129119873 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1491 || Clusters count: 13 || Log posterior: -3201.9439421466604 || Iter Time:0.014917850494384766 || Total time:29.572175979614258 Iteration: 1492 || Clusters count: 13 || Log posterior: -3175.958771136948 || Iter Time:0.018230915069580078 || Total time:29.590406894683838 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1493 || Clusters count: 13 || Log posterior: -3191.4892847557326 || Iter Time:0.015105962753295898 || Total time:29.605512857437134 Iteration: 1494 || Clusters count: 13 || Log posterior: -3164.7086008002047 || Iter Time:0.01865220069885254 || Total time:29.624165058135986 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1495 || Clusters count: 13 || Log posterior: -3179.0978368216693 || Iter Time:0.013831138610839844 || Total time:29.637996196746826 Iteration: 1496 || Clusters count: 13 || Log posterior: -3153.9020198990365 || Iter Time:0.01715397834777832 || Total time:29.655150175094604 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1497 || Clusters count: 13 || Log posterior: -3209.0695865792063 || Iter Time:0.013050079345703125 || Total time:29.668200254440308 Iteration: 1498 || Clusters count: 13 || Log posterior: -3188.0700153809476 || Iter Time:0.017138004302978516 || Total time:29.685338258743286 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1499 || Clusters count: 13 || Log posterior: -3246.1671574938414 || Iter Time:0.01324009895324707 || Total time:29.698578357696533 Iteration: 1500 || Clusters count: 13 || Log posterior: -3214.029664889526 || Iter Time:0.017949819564819336 || Total time:29.716528177261353 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1501 || Clusters count: 13 || Log posterior: -3229.535108516477 || Iter Time:0.014842033386230469 || Total time:29.731370210647583 Iteration: 1502 || Clusters count: 13 || Log posterior: -3203.2037017485254 || Iter Time:0.03819704055786133 || Total time:29.769567251205444 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1503 || Clusters count: 13 || Log posterior: -3220.9283230384112 || Iter Time:0.014199018478393555 || Total time:29.783766269683838 Iteration: 1504 || Clusters count: 13 || Log posterior: -3205.8121969624317 || Iter Time:0.018186092376708984 || Total time:29.801952362060547 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1505 || Clusters count: 13 || Log posterior: -3254.2150490839695 || Iter Time:0.014130830764770508 || Total time:29.816083192825317 Iteration: 1506 || Clusters count: 13 || Log posterior: -3208.1908842386106 || Iter Time:0.018451929092407227 || Total time:29.834535121917725 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1507 || Clusters count: 13 || Log posterior: -3236.74107590689 || Iter Time:0.01447296142578125 || Total time:29.849008083343506 Iteration: 1508 || Clusters count: 13 || Log posterior: -3202.093038664056 || Iter Time:0.019366979598999023 || Total time:29.868375062942505 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1509 || Clusters count: 13 || Log posterior: -3189.9525697702607 || Iter Time:0.014924049377441406 || Total time:29.883299112319946 Iteration: 1510 || Clusters count: 13 || Log posterior: -3160.4723898515035 || Iter Time:0.01840496063232422 || Total time:29.90170407295227 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1511 || Clusters count: 13 || Log posterior: -3192.721542111985 || Iter Time:0.014503002166748047 || Total time:29.91620707511902 Iteration: 1512 || Clusters count: 13 || Log posterior: -3162.7891234029157 || Iter Time:0.01883101463317871 || Total time:29.935038089752197 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1513 || Clusters count: 13 || Log posterior: -3166.623039579622 || Iter Time:0.01488804817199707 || Total time:29.949926137924194 Iteration: 1514 || Clusters count: 13 || Log posterior: -3144.800768383391 || Iter Time:0.018641948699951172 || Total time:29.968568086624146 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1515 || Clusters count: 13 || Log posterior: -3230.9669224857566 || Iter Time:0.014821052551269531 || Total time:29.983389139175415 Iteration: 1516 || Clusters count: 13 || Log posterior: -3209.339592692958 || Iter Time:0.01855182647705078 || Total time:30.001940965652466 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1517 || Clusters count: 13 || Log posterior: -3265.8020381601355 || Iter Time:0.015031099319458008 || Total time:30.016972064971924 Iteration: 1518 || Clusters count: 13 || Log posterior: -3229.006137929305 || Iter Time:0.018717050552368164 || Total time:30.035689115524292 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1519 || Clusters count: 13 || Log posterior: -3242.531797633509 || Iter Time:0.014445066452026367 || Total time:30.05013418197632 Iteration: 1520 || Clusters count: 13 || Log posterior: -3195.631823598355 || Iter Time:0.018648862838745117 || Total time:30.068783044815063 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1521 || Clusters count: 13 || Log posterior: -3191.2261432059977 || Iter Time:0.015212059020996094 || Total time:30.08399510383606 Iteration: 1522 || Clusters count: 13 || Log posterior: -3164.4009273069546 || Iter Time:0.01822495460510254 || Total time:30.102220058441162 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1523 || Clusters count: 13 || Log posterior: -3178.2941159153606 || Iter Time:0.014890909194946289 || Total time:30.11711096763611 Iteration: 1524 || Clusters count: 13 || Log posterior: -3161.1654484221876 || Iter Time:0.019007205963134766 || Total time:30.136118173599243 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1525 || Clusters count: 13 || Log posterior: -3204.4008310278687 || Iter Time:0.014319181442260742 || Total time:30.150437355041504 Iteration: 1526 || Clusters count: 13 || Log posterior: -3182.209218007864 || Iter Time:0.018013954162597656 || Total time:30.1684513092041 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1527 || Clusters count: 13 || Log posterior: -3197.86415459043 || Iter Time:0.014093875885009766 || Total time:30.18254518508911 Iteration: 1528 || Clusters count: 13 || Log posterior: -3184.419707470689 || Iter Time:0.016971111297607422 || Total time:30.19951629638672 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1529 || Clusters count: 13 || Log posterior: -3212.130068458062 || Iter Time:0.013921022415161133 || Total time:30.21343731880188 Iteration: 1530 || Clusters count: 13 || Log posterior: -3180.992659186286 || Iter Time:0.01688098907470703 || Total time:30.230318307876587 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1531 || Clusters count: 13 || Log posterior: -3165.919761645504 || Iter Time:0.013445854187011719 || Total time:30.2437641620636 Iteration: 1532 || Clusters count: 13 || Log posterior: -3153.4839767088724 || Iter Time:0.03849983215332031 || Total time:30.28226399421692 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1533 || Clusters count: 13 || Log posterior: -3243.3398157581514 || Iter Time:0.013365030288696289 || Total time:30.295629024505615 Iteration: 1534 || Clusters count: 13 || Log posterior: -3214.1816814090844 || Iter Time:0.016395092010498047 || Total time:30.312024116516113 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1535 || Clusters count: 13 || Log posterior: -3208.835093969386 || Iter Time:0.013418912887573242 || Total time:30.325443029403687 Iteration: 1536 || Clusters count: 13 || Log posterior: -3182.8423243443553 || Iter Time:0.01662302017211914 || Total time:30.342066049575806 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1537 || Clusters count: 13 || Log posterior: -3161.793008063841 || Iter Time:0.012081146240234375 || Total time:30.35414719581604 Iteration: 1538 || Clusters count: 13 || Log posterior: -3137.6894767516337 || Iter Time:0.018351078033447266 || Total time:30.372498273849487 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1539 || Clusters count: 13 || Log posterior: -3187.743269990144 || Iter Time:0.014041900634765625 || Total time:30.386540174484253 Iteration: 1540 || Clusters count: 13 || Log posterior: -3166.9456446438053 || Iter Time:0.017724990844726562 || Total time:30.40426516532898 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1541 || Clusters count: 13 || Log posterior: -3211.136209216268 || Iter Time:0.01452779769897461 || Total time:30.418792963027954 Iteration: 1542 || Clusters count: 13 || Log posterior: -3194.0350527461183 || Iter Time:0.01805901527404785 || Total time:30.436851978302002 Loading and distributing data: 0.000125 seconds (139 allocations: 13.508 KiB) Iteration: 1543 || Clusters count: 13 || Log posterior: -3247.3934921482337 || Iter Time:0.014240026473999023 || Total time:30.451092004776 Iteration: 1544 || Clusters count: 13 || Log posterior: -3217.406207266486 || Iter Time:0.017374038696289062 || Total time:30.46846604347229 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1545 || Clusters count: 13 || Log posterior: -3251.7862945327847 || Iter Time:0.013098001480102539 || Total time:30.481564044952393 Iteration: 1546 || Clusters count: 13 || Log posterior: -3219.5616995522623 || Iter Time:0.01747298240661621 || Total time:30.49903702735901 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1547 || Clusters count: 13 || Log posterior: -3258.277398815541 || Iter Time:0.012843847274780273 || Total time:30.51188087463379 Iteration: 1548 || Clusters count: 13 || Log posterior: -3226.64235083327 || Iter Time:0.01739788055419922 || Total time:30.52927875518799 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1549 || Clusters count: 13 || Log posterior: -3235.5877037224604 || Iter Time:0.014147043228149414 || Total time:30.543425798416138 Iteration: 1550 || Clusters count: 13 || Log posterior: -3218.1361548933596 || Iter Time:0.01717686653137207 || Total time:30.56060266494751 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1551 || Clusters count: 13 || Log posterior: -3238.0407674889198 || Iter Time:0.013348102569580078 || Total time:30.57395076751709 Iteration: 1552 || Clusters count: 13 || Log posterior: -3210.1284471141644 || Iter Time:0.017518043518066406 || Total time:30.591468811035156 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1553 || Clusters count: 13 || Log posterior: -3246.1844443109626 || Iter Time:0.014770030975341797 || Total time:30.606238842010498 Iteration: 1554 || Clusters count: 13 || Log posterior: -3223.9513582332697 || Iter Time:0.01829385757446289 || Total time:30.62453269958496 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1555 || Clusters count: 13 || Log posterior: -3235.5660829854096 || Iter Time:0.014548063278198242 || Total time:30.63908076286316 Iteration: 1556 || Clusters count: 13 || Log posterior: -3215.0776555023876 || Iter Time:0.017640113830566406 || Total time:30.656720876693726 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1557 || Clusters count: 13 || Log posterior: -3231.943769566478 || Iter Time:0.028640031814575195 || Total time:30.6853609085083 Iteration: 1558 || Clusters count: 13 || Log posterior: -3195.1223564444717 || Iter Time:0.021013975143432617 || Total time:30.706374883651733 Loading and distributing data: 0.000269 seconds (129 allocations: 13.195 KiB) Iteration: 1559 || Clusters count: 13 || Log posterior: -3180.461517815507 || Iter Time:0.017791032791137695 || Total time:30.72416591644287 Iteration: 1560 || Clusters count: 13 || Log posterior: -3156.9279303213693 || Iter Time:0.024487972259521484 || Total time:30.748653888702393 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1561 || Clusters count: 13 || Log posterior: -3219.2713929857464 || Iter Time:0.01647496223449707 || Total time:30.76512885093689 Iteration: 1562 || Clusters count: 13 || Log posterior: -3187.264799709379 || Iter Time:0.01932382583618164 || Total time:30.78445267677307 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1563 || Clusters count: 13 || Log posterior: -3252.873432002517 || Iter Time:0.01462697982788086 || Total time:30.799079656600952 Iteration: 1564 || Clusters count: 13 || Log posterior: -3232.4855725433617 || Iter Time:0.018372058868408203 || Total time:30.81745171546936 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1565 || Clusters count: 13 || Log posterior: -3255.384735379802 || Iter Time:0.014722824096679688 || Total time:30.83217453956604 Iteration: 1566 || Clusters count: 13 || Log posterior: -3226.054787735844 || Iter Time:0.01938605308532715 || Total time:30.851560592651367 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1567 || Clusters count: 13 || Log posterior: -3229.721664888818 || Iter Time:0.01512289047241211 || Total time:30.86668348312378 Iteration: 1568 || Clusters count: 13 || Log posterior: -3194.5099332965165 || Iter Time:0.01856207847595215 || Total time:30.88524556159973 Loading and distributing 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Iteration: 1580 || Clusters count: 13 || Log posterior: -3196.027348688602 || Iter Time:0.01835012435913086 || Total time:31.08644151687622 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1581 || Clusters count: 13 || Log posterior: -3192.51457152108 || Iter Time:0.014695167541503906 || Total time:31.101136684417725 Iteration: 1582 || Clusters count: 13 || Log posterior: -3172.988362487688 || Iter Time:0.018706798553466797 || Total time:31.11984348297119 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1583 || Clusters count: 13 || Log posterior: -3243.368611480562 || Iter Time:0.014152050018310547 || Total time:31.133995532989502 Iteration: 1584 || Clusters count: 13 || Log posterior: -3212.176805527629 || Iter Time:0.018592119216918945 || Total time:31.15258765220642 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1585 || Clusters count: 13 || Log posterior: -3254.2907724081088 || Iter Time:0.014861106872558594 || Total time:31.16744875907898 Iteration: 1586 || Clusters count: 13 || Log posterior: -3205.4201809938954 || Iter Time:0.01903390884399414 || Total time:31.186482667922974 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1587 || Clusters count: 13 || Log posterior: -3231.7368122375933 || Iter Time:0.014111995697021484 || Total time:31.200594663619995 Iteration: 1588 || Clusters count: 13 || Log posterior: -3216.8883323342334 || Iter Time:0.020385026931762695 || Total time:31.220979690551758 Loading and distributing data: 0.000170 seconds (129 allocations: 13.195 KiB) Iteration: 1589 || Clusters count: 13 || Log posterior: -3269.501456032865 || Iter Time:0.01684284210205078 || Total time:31.23782253265381 Iteration: 1590 || Clusters count: 13 || Log posterior: -3218.2389890888094 || Iter Time:0.019979000091552734 || Total time:31.25780153274536 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1591 || Clusters count: 13 || Log posterior: -3200.4651078217516 || Iter Time:0.01630997657775879 || Total time:31.27411150932312 Iteration: 1592 || Clusters count: 13 || Log posterior: -3184.690742244187 || Iter Time:0.019607067108154297 || Total time:31.293718576431274 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1593 || Clusters count: 13 || Log posterior: -3206.624160571788 || Iter Time:0.014334917068481445 || Total time:31.308053493499756 Iteration: 1594 || Clusters count: 13 || Log posterior: -3187.5990834743993 || Iter Time:0.018763065338134766 || Total time:31.32681655883789 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1595 || Clusters count: 13 || Log posterior: -3268.2669407468848 || Iter Time:0.01403188705444336 || Total time:31.340848445892334 Iteration: 1596 || Clusters count: 13 || Log posterior: -3213.140557149084 || Iter 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time:31.454203605651855 Iteration: 1602 || Clusters count: 13 || Log posterior: -3222.5333156136176 || Iter Time:0.01661086082458496 || Total time:31.47081446647644 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 1603 || Clusters count: 13 || Log posterior: -3254.3375049353476 || Iter Time:0.013237953186035156 || Total time:31.484052419662476 Iteration: 1604 || Clusters count: 13 || Log posterior: -3228.6278354186366 || Iter Time:0.01723003387451172 || Total time:31.501282453536987 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1605 || Clusters count: 13 || Log posterior: -3193.443387444094 || Iter Time:0.013794898986816406 || Total time:31.515077352523804 Iteration: 1606 || Clusters count: 13 || Log posterior: -3168.193064873808 || Iter Time:0.018565893173217773 || Total time:31.53364324569702 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1607 || Clusters count: 13 || Log posterior: -3196.786918450403 || Iter Time:0.01550602912902832 || Total time:31.54914927482605 Iteration: 1608 || Clusters count: 13 || Log posterior: -3161.9880813712134 || Iter Time:0.019102811813354492 || Total time:31.568252086639404 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1609 || Clusters count: 13 || Log posterior: -3187.882623704426 || Iter Time:0.013461828231811523 || Total time:31.581713914871216 Iteration: 1610 || Clusters count: 13 || Log posterior: -3155.7645611304156 || Iter Time:0.01698899269104004 || Total time:31.598702907562256 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1611 || Clusters count: 13 || Log posterior: -3198.436684098071 || Iter Time:0.012868165969848633 || Total time:31.611571073532104 Iteration: 1612 || Clusters count: 13 || Log posterior: -3156.5190666535864 || Iter Time:0.01831984519958496 || Total time:31.62989091873169 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 1613 || Clusters count: 13 || Log posterior: -3218.23099427828 || Iter Time:0.013667106628417969 || Total time:31.643558025360107 Iteration: 1614 || Clusters count: 13 || Log posterior: -3185.111811313 || Iter Time:0.017068147659301758 || Total time:31.66062617301941 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1615 || Clusters count: 13 || Log posterior: -3223.9355046214246 || Iter Time:0.01326298713684082 || Total time:31.67388916015625 Iteration: 1616 || Clusters count: 13 || Log posterior: -3186.2384561837553 || Iter Time:0.018864870071411133 || Total time:31.69275403022766 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1617 || Clusters count: 13 || Log posterior: -3216.2451510328997 || Iter Time:0.014746904373168945 || Total time:31.70750093460083 Iteration: 1618 || Clusters count: 13 || Log posterior: -3199.8911272987393 || Iter Time:0.017859935760498047 || Total time:31.725360870361328 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1619 || Clusters count: 13 || Log posterior: -3195.0787995767523 || Iter Time:0.01570892333984375 || Total time:31.741069793701172 Iteration: 1620 || Clusters count: 13 || Log posterior: -3180.2341271648734 || Iter Time:0.019035816192626953 || Total time:31.7601056098938 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1621 || Clusters count: 13 || Log posterior: -3252.398557342303 || Iter Time:0.015574932098388672 || Total time:31.775680541992188 Iteration: 1622 || Clusters count: 13 || Log posterior: -3219.089774284423 || Iter Time:0.01730799674987793 || Total time:31.792988538742065 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1623 || Clusters count: 13 || Log posterior: -3274.7223384235945 || Iter Time:0.015902996063232422 || Total time:31.808891534805298 Iteration: 1624 || Clusters count: 13 || Log posterior: -3238.348173370671 || Iter Time:0.019253015518188477 || Total time:31.828144550323486 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1625 || Clusters count: 13 || Log posterior: -3256.605784603367 || Iter Time:0.01353001594543457 || Total time:31.84167456626892 Iteration: 1626 || Clusters count: 13 || Log posterior: -3224.151009978995 || Iter Time:0.01753687858581543 || Total time:31.859211444854736 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1627 || Clusters count: 13 || Log posterior: -3233.6080646512023 || Iter Time:0.014882802963256836 || Total time:31.874094247817993 Iteration: 1628 || Clusters count: 13 || Log posterior: -3218.612603511692 || Iter Time:0.018496990203857422 || Total time:31.89259123802185 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1629 || Clusters count: 13 || Log posterior: -3235.9458212192085 || Iter Time:0.033334970474243164 || Total time:31.925926208496094 Iteration: 1630 || Clusters count: 13 || Log posterior: -3217.004567159285 || Iter Time:0.019188880920410156 || Total time:31.945115089416504 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1631 || Clusters count: 13 || Log posterior: -3220.010420886572 || Iter Time:0.014010906219482422 || Total time:31.959125995635986 Iteration: 1632 || Clusters count: 13 || Log posterior: -3199.1676692270835 || Iter Time:0.018885135650634766 || Total time:31.97801113128662 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1633 || Clusters count: 13 || Log posterior: -3208.2991771730876 || Iter Time:0.01335597038269043 || Total time:31.99136710166931 Iteration: 1634 || Clusters count: 13 || Log posterior: -3165.392216227452 || Iter Time:0.016875028610229492 || Total time:32.00824213027954 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1635 || Clusters count: 13 || Log posterior: -3244.7402868226204 || Iter Time:0.013671875 || Total time:32.02191400527954 Iteration: 1636 || Clusters count: 13 || Log posterior: -3196.0331054728304 || Iter Time:0.018650054931640625 || Total time:32.04056406021118 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1637 || Clusters count: 13 || Log posterior: -3179.0577437956963 || Iter Time:0.014780044555664062 || Total time:32.055344104766846 Iteration: 1638 || Clusters count: 13 || Log posterior: -3161.7377927622592 || Iter Time:0.016810894012451172 || Total time:32.0721549987793 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1639 || Clusters count: 13 || Log posterior: -3235.997956184441 || Iter Time:0.013607025146484375 || Total time:32.08576202392578 Iteration: 1640 || Clusters count: 13 || Log posterior: -3192.349121114499 || Iter Time:0.01902484893798828 || Total time:32.10478687286377 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1641 || Clusters count: 13 || Log posterior: -3240.543265629096 || Iter Time:0.014788150787353516 || Total time:32.11957502365112 Iteration: 1642 || Clusters count: 13 || Log posterior: -3216.0265764962114 || Iter Time:0.019501924514770508 || Total time:32.139076948165894 Loading and distributing data: 0.000167 seconds (129 allocations: 13.195 KiB) Iteration: 1643 || Clusters count: 13 || Log posterior: -3290.1178595654046 || Iter Time:0.01575613021850586 || Total time:32.1548330783844 Iteration: 1644 || Clusters count: 13 || Log posterior: -3271.151518744815 || Iter Time:0.017225980758666992 || Total time:32.172059059143066 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1645 || Clusters count: 13 || Log posterior: -3273.748232399682 || Iter Time:0.013473987579345703 || Total time:32.18553304672241 Iteration: 1646 || Clusters count: 13 || Log posterior: -3254.374937840097 || Iter Time:0.015989065170288086 || Total time:32.2015221118927 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1647 || Clusters count: 13 || Log posterior: -3269.667742885173 || Iter Time:0.013156890869140625 || Total time:32.21467900276184 Iteration: 1648 || Clusters count: 13 || Log posterior: -3228.9685056225826 || Iter Time:0.01593303680419922 || Total time:32.23061203956604 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1649 || Clusters count: 13 || Log posterior: -3221.1321659685054 || Iter Time:0.013931035995483398 || Total time:32.24454307556152 Iteration: 1650 || Clusters count: 13 || Log posterior: -3210.304579755505 || Iter Time:0.01876091957092285 || Total time:32.263303995132446 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1651 || Clusters count: 13 || Log posterior: -3265.596098853978 || Iter Time:0.012850046157836914 || Total time:32.27615404129028 Iteration: 1652 || Clusters count: 13 || Log posterior: -3217.584791307975 || Iter Time:0.018711090087890625 || Total time:32.294865131378174 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1653 || Clusters count: 13 || Log posterior: -3283.3679356293533 || Iter Time:0.01460409164428711 || Total time:32.30946922302246 Iteration: 1654 || Clusters count: 13 || Log posterior: -3251.752230796938 || Iter Time:0.017587900161743164 || Total time:32.327057123184204 Loading and distributing data: 0.000177 seconds (129 allocations: 13.195 KiB) Iteration: 1655 || Clusters count: 13 || Log posterior: -3273.030479921812 || Iter Time:0.01574420928955078 || Total time:32.342801332473755 Iteration: 1656 || Clusters count: 13 || Log posterior: -3251.3858688872906 || Iter Time:0.018822908401489258 || Total time:32.361624240875244 Loading and distributing data: 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Iteration: 1668 || Clusters count: 13 || Log posterior: -3207.473280273697 || Iter Time:0.02007603645324707 || Total time:32.57818388938904 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1669 || Clusters count: 13 || Log posterior: -3235.6141708857526 || Iter Time:0.015527963638305664 || Total time:32.593711853027344 Iteration: 1670 || Clusters count: 13 || Log posterior: -3196.4942355415988 || Iter Time:0.018491029739379883 || Total time:32.612202882766724 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1671 || Clusters count: 13 || Log posterior: -3233.184994101435 || Iter Time:0.015285015106201172 || Total time:32.627487897872925 Iteration: 1672 || Clusters count: 13 || Log posterior: -3193.6683528521617 || Iter Time:0.018313884735107422 || Total time:32.64580178260803 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1673 || Clusters count: 13 || Log posterior: -3202.932641467514 || Iter Time:0.01468515396118164 || Total time:32.660486936569214 Iteration: 1674 || Clusters count: 13 || Log posterior: -3182.015015190689 || Iter Time:0.020678997039794922 || Total time:32.68116593360901 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1675 || Clusters count: 13 || Log posterior: -3190.9655560416822 || Iter Time:0.01573014259338379 || Total time:32.69689607620239 Iteration: 1676 || Clusters count: 13 || Log posterior: -3171.155310556573 || Iter Time:0.01989912986755371 || Total time:32.716795206069946 Loading and distributing data: 0.000162 seconds (129 allocations: 13.195 KiB) Iteration: 1677 || Clusters count: 13 || Log posterior: -3219.203685654256 || Iter Time:0.01619696617126465 || Total time:32.73299217224121 Iteration: 1678 || Clusters count: 13 || Log posterior: -3193.1938911238494 || Iter Time:0.026734113693237305 || Total time:32.75972628593445 Loading and distributing data: 0.000126 seconds (129 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Total time:32.860602617263794 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1685 || Clusters count: 13 || Log posterior: -3219.3578167427827 || Iter Time:0.014120817184448242 || Total time:32.87472343444824 Iteration: 1686 || Clusters count: 13 || Log posterior: -3190.041240147239 || Iter Time:0.01871490478515625 || Total time:32.8934383392334 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1687 || Clusters count: 13 || Log posterior: -3216.246870608316 || Iter Time:0.013408899307250977 || Total time:32.90684723854065 Iteration: 1688 || Clusters count: 13 || Log posterior: -3198.5920306548073 || Iter Time:0.017748117446899414 || Total time:32.92459535598755 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1689 || Clusters count: 13 || Log posterior: -3220.6244841978105 || Iter Time:0.01651310920715332 || Total time:32.9411084651947 Iteration: 1690 || Clusters count: 13 || Log posterior: -3200.6557978238634 || Iter Time:0.017817974090576172 || Total time:32.95892643928528 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1691 || Clusters count: 13 || Log posterior: -3258.224482977324 || Iter Time:0.01494598388671875 || Total time:32.973872423172 Iteration: 1692 || Clusters count: 13 || Log posterior: -3229.5111807178337 || Iter Time:0.04068708419799805 || Total time:33.014559507369995 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1693 || Clusters count: 13 || Log posterior: -3209.861058368618 || Iter Time:0.014702081680297852 || Total time:33.02926158905029 Iteration: 1694 || Clusters count: 13 || Log posterior: -3202.6400168353434 || Iter Time:0.019540071487426758 || Total time:33.04880166053772 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1695 || Clusters count: 13 || Log posterior: -3261.8586538502955 || Iter 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Iteration: 1701 || Clusters count: 13 || Log posterior: -3238.7586119357647 || Iter Time:0.015368938446044922 || Total time:33.16728067398071 Iteration: 1702 || Clusters count: 13 || Log posterior: -3192.5917051238835 || Iter Time:0.01970195770263672 || Total time:33.18698263168335 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1703 || Clusters count: 13 || Log posterior: -3256.388948336802 || Iter Time:0.017238855361938477 || Total time:33.20422148704529 Iteration: 1704 || Clusters count: 13 || Log posterior: -3230.0223714466465 || Iter Time:0.020020008087158203 || Total time:33.224241495132446 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1705 || Clusters count: 13 || Log posterior: -3209.0554773249287 || Iter Time:0.014662981033325195 || Total time:33.23890447616577 Iteration: 1706 || Clusters count: 13 || Log posterior: -3189.7969361670243 || Iter Time:0.021622180938720703 || Total time:33.26052665710449 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1707 || Clusters count: 13 || Log posterior: -3221.30342972764 || Iter Time:0.016403913497924805 || Total time:33.27693057060242 Iteration: 1708 || Clusters count: 13 || Log posterior: -3184.3698317870817 || Iter Time:0.019855022430419922 || Total time:33.29678559303284 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1709 || Clusters count: 13 || Log posterior: -3257.254696024779 || Iter Time:0.013495922088623047 || Total time:33.31028151512146 Iteration: 1710 || Clusters count: 13 || Log posterior: -3225.498343686754 || Iter Time:0.017727136611938477 || Total time:33.3280086517334 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1711 || Clusters count: 13 || Log posterior: -3233.632037897614 || Iter Time:0.014767885208129883 || Total time:33.34277653694153 Iteration: 1712 || Clusters count: 13 || Log posterior: -3206.048548422172 || Iter Time:0.01761007308959961 || Total time:33.36038661003113 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1713 || Clusters count: 13 || Log posterior: -3218.7288308516218 || Iter Time:0.01441192626953125 || Total time:33.37479853630066 Iteration: 1714 || Clusters count: 13 || Log posterior: -3195.358014112733 || Iter Time:0.019207000732421875 || Total time:33.39400553703308 Loading and distributing data: 0.000164 seconds (129 allocations: 13.195 KiB) Iteration: 1715 || Clusters count: 13 || Log posterior: -3239.9986313081336 || Iter Time:0.015947818756103516 || Total time:33.409953355789185 Iteration: 1716 || Clusters count: 13 || Log posterior: -3201.889118492338 || Iter Time:0.018069982528686523 || Total time:33.42802333831787 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1717 || Clusters count: 13 || Log posterior: -3228.490965476921 || Iter 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Iteration: 1723 || Clusters count: 13 || Log posterior: -3273.1111696795097 || Iter Time:0.014809131622314453 || Total time:33.54279136657715 Iteration: 1724 || Clusters count: 13 || Log posterior: -3238.995327011387 || Iter Time:0.03972816467285156 || Total time:33.58251953125 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1725 || Clusters count: 13 || Log posterior: -3244.946468048536 || Iter Time:0.014658927917480469 || Total time:33.59717845916748 Iteration: 1726 || Clusters count: 13 || Log posterior: -3233.4216145941973 || Iter Time:0.01905989646911621 || Total time:33.6162383556366 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1727 || Clusters count: 13 || Log posterior: -3166.6163035131553 || Iter Time:0.01420283317565918 || Total time:33.630441188812256 Iteration: 1728 || Clusters count: 13 || Log posterior: -3148.0784167666957 || Iter Time:0.0192410945892334 || Total time:33.64968228340149 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-3164.2649717250547 || Iter Time:0.017699003219604492 || Total time:33.74683666229248 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1735 || Clusters count: 13 || Log posterior: -3186.833898330125 || Iter Time:0.013429880142211914 || Total time:33.76026654243469 Iteration: 1736 || Clusters count: 13 || Log posterior: -3159.476279841682 || Iter Time:0.018535852432250977 || Total time:33.77880239486694 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1737 || Clusters count: 13 || Log posterior: -3163.156437682917 || Iter Time:0.01435708999633789 || Total time:33.79315948486328 Iteration: 1738 || Clusters count: 13 || Log posterior: -3144.4773639679006 || Iter Time:0.020269155502319336 || Total time:33.8134286403656 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1739 || Clusters count: 13 || Log posterior: -3161.367003342069 || Iter Time:0.01580500602722168 || Total 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|| Log posterior: -3279.336323059792 || Iter Time:0.014113187789916992 || Total time:33.93138074874878 Iteration: 1746 || Clusters count: 13 || Log posterior: -3247.88046262544 || Iter Time:0.018819093704223633 || Total time:33.950199842453 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1747 || Clusters count: 13 || Log posterior: -3261.936344129383 || Iter Time:0.013824939727783203 || Total time:33.964024782180786 Iteration: 1748 || Clusters count: 13 || Log posterior: -3211.836734447343 || Iter Time:0.017243146896362305 || Total time:33.98126792907715 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1749 || Clusters count: 14 || Log posterior: -3242.9481936587426 || Iter Time:0.014271974563598633 || Total time:33.99553990364075 Iteration: 1750 || Clusters count: 14 || Log posterior: -3211.473109188086 || Iter Time:0.01837301254272461 || Total time:34.01391291618347 Loading and distributing data: 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(129 allocations: 13.195 KiB) Iteration: 1773 || Clusters count: 13 || Log posterior: -3236.213288523631 || Iter Time:0.012600898742675781 || Total time:34.4214346408844 Iteration: 1774 || Clusters count: 13 || Log posterior: -3222.919017073747 || Iter Time:0.018220901489257812 || Total time:34.43965554237366 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1775 || Clusters count: 13 || Log posterior: -3256.709535889157 || Iter Time:0.011925935745239258 || Total time:34.4515814781189 Iteration: 1776 || Clusters count: 13 || Log posterior: -3228.1868623177747 || Iter Time:0.01606893539428711 || Total time:34.467650413513184 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1777 || Clusters count: 13 || Log posterior: -3228.778636999546 || Iter Time:0.013203859329223633 || Total time:34.48085427284241 Iteration: 1778 || Clusters count: 13 || Log posterior: -3188.980489342575 || Iter Time:0.0176699161529541 || 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Iteration: 1795 || Clusters count: 13 || Log posterior: -3283.113227763891 || Iter Time:0.013615131378173828 || Total time:34.793280363082886 Iteration: 1796 || Clusters count: 13 || Log posterior: -3261.1317989002664 || Iter Time:0.018918991088867188 || Total time:34.81219935417175 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1797 || Clusters count: 13 || Log posterior: -3273.705082744182 || Iter Time:0.015103816986083984 || Total time:34.82730317115784 Iteration: 1798 || Clusters count: 13 || Log posterior: -3230.0585000245896 || Iter Time:0.01917290687561035 || Total time:34.84647607803345 Loading and distributing data: 0.000140 seconds (134 allocations: 13.352 KiB) Iteration: 1799 || Clusters count: 13 || Log posterior: -3229.013054289792 || Iter Time:0.016366004943847656 || Total time:34.862842082977295 Iteration: 1800 || Clusters count: 13 || Log posterior: -3202.51562649563 || Iter Time:0.01900792121887207 || Total 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count: 13 || Log posterior: -3198.9914991519017 || Iter Time:0.018706798553466797 || Total time:35.37355327606201 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1829 || Clusters count: 13 || Log posterior: -3264.390171380626 || Iter Time:0.015275001525878906 || Total time:35.38882827758789 Iteration: 1830 || Clusters count: 13 || Log posterior: -3208.6807313866484 || Iter Time:0.018752098083496094 || Total time:35.40758037567139 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1831 || Clusters count: 13 || Log posterior: -3269.518305445555 || Iter Time:0.015850067138671875 || Total time:35.42343044281006 Iteration: 1832 || Clusters count: 13 || Log posterior: -3235.7928767245717 || Iter Time:0.018808841705322266 || Total time:35.44223928451538 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1833 || Clusters count: 14 || Log posterior: -3230.6205791477987 || Iter 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Iteration: 1839 || Clusters count: 13 || Log posterior: -3235.588658815198 || Iter Time:0.014654159545898438 || Total time:35.552905559539795 Iteration: 1840 || Clusters count: 13 || Log posterior: -3194.8671871575007 || Iter Time:0.020316123962402344 || Total time:35.5732216835022 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 13 || Log posterior: -3234.8414023300443 || Iter Time:0.014271974563598633 || Total time:35.587493658065796 Iteration: 1842 || Clusters count: 13 || Log posterior: -3209.4456799586155 || Iter Time:0.019103050231933594 || Total time:35.60659670829773 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 13 || Log posterior: -3260.691092231416 || Iter Time:0.015426874160766602 || Total time:35.622023582458496 Iteration: 1844 || Clusters count: 13 || Log posterior: -3216.151568698221 || Iter Time:0.019395828247070312 || Total time:35.641419410705566 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 13 || Log posterior: -3237.6773558654236 || Iter Time:0.013598918914794922 || Total time:35.65501832962036 Iteration: 1846 || Clusters count: 13 || Log posterior: -3204.7185023066063 || Iter Time:0.018811941146850586 || Total time:35.67383027076721 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 13 || Log posterior: -3240.0290396833866 || Iter Time:0.013379096984863281 || Total time:35.687209367752075 Iteration: 1848 || Clusters count: 13 || Log posterior: -3222.145415340657 || Iter Time:0.018697023391723633 || Total time:35.7059063911438 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 13 || Log posterior: -3252.9462640216148 || Iter Time:0.013811111450195312 || Total time:35.719717502593994 Iteration: 1850 || Clusters count: 13 || Log posterior: -3229.8840790678455 || Iter Time:0.017189979553222656 || Total time:35.73690748214722 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 13 || Log posterior: -3250.9441190444572 || Iter Time:0.014068126678466797 || Total time:35.750975608825684 Iteration: 1852 || Clusters count: 13 || Log posterior: -3210.702264946705 || Iter Time:0.017666101455688477 || Total time:35.76864171028137 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 13 || Log posterior: -3249.770200986349 || Iter Time:0.01356816291809082 || Total time:35.78220987319946 Iteration: 1854 || Clusters count: 13 || Log posterior: -3204.540882019531 || Iter Time:0.018582820892333984 || Total time:35.8007926940918 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 13 || Log posterior: -3237.1017179928904 || Iter Time:0.03817176818847656 || Total time:35.83896446228027 Iteration: 1856 || Clusters count: 13 || Log posterior: -3215.0821167796294 || Iter Time:0.017480850219726562 || Total time:35.8564453125 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 13 || Log posterior: -3204.4259673781635 || Iter Time:0.01471400260925293 || Total time:35.87115931510925 Iteration: 1858 || Clusters count: 13 || Log posterior: -3174.838555102442 || Iter Time:0.01947188377380371 || Total time:35.89063119888306 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 13 || Log posterior: -3209.8341150557 || Iter Time:0.01334381103515625 || Total time:35.90397500991821 Iteration: 1860 || Clusters count: 13 || Log posterior: -3172.2802274859328 || Iter Time:0.01981496810913086 || Total time:35.923789978027344 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 13 || Log posterior: -3195.8375634063686 || Iter Time:0.015257120132446289 || Total time:35.93904709815979 Iteration: 1862 || Clusters count: 13 || Log posterior: -3185.1726340359037 || Iter Time:0.01744389533996582 || Total time:35.956490993499756 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 13 || Log posterior: -3225.883471700319 || Iter Time:0.014249086380004883 || Total time:35.97074007987976 Iteration: 1864 || Clusters count: 13 || Log posterior: -3210.2509995859027 || Iter Time:0.016138076782226562 || Total time:35.98687815666199 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 13 || Log posterior: -3203.1928862596956 || Iter Time:0.012861967086791992 || Total time:35.99974012374878 Iteration: 1866 || Clusters count: 13 || Log posterior: -3190.735457373839 || Iter Time:0.01751995086669922 || Total time:36.01726007461548 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 13 || Log posterior: -3177.8710482801534 || Iter Time:0.01294708251953125 || Total time:36.03020715713501 Iteration: 1868 || Clusters count: 13 || Log posterior: -3154.717104666006 || Iter Time:0.016213178634643555 || Total time:36.04642033576965 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 13 || Log posterior: -3231.9005142458714 || Iter Time:0.012552976608276367 || Total time:36.05897331237793 Iteration: 1870 || Clusters count: 13 || Log posterior: -3197.9347054249797 || Iter Time:0.018585920333862305 || Total time:36.07755923271179 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 13 || Log posterior: -3229.5514461987286 || Iter Time:0.01381993293762207 || Total time:36.091379165649414 Iteration: 1872 || Clusters count: 13 || Log posterior: -3199.1803623306114 || Iter Time:0.018986940383911133 || Total time:36.110366106033325 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 13 || Log posterior: -3275.5149411097227 || Iter Time:0.015870094299316406 || Total time:36.12623620033264 Iteration: 1874 || Clusters count: 13 || Log posterior: -3246.778689132836 || Iter Time:0.0188601016998291 || Total time:36.14509630203247 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 13 || Log posterior: -3245.671867377939 || Iter Time:0.016347885131835938 || Total time:36.16144418716431 Iteration: 1876 || Clusters count: 13 || Log posterior: -3209.354822141837 || Iter Time:0.02060103416442871 || Total time:36.182045221328735 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 13 || Log posterior: -3204.460800483459 || Iter Time:0.015112876892089844 || Total time:36.197158098220825 Iteration: 1878 || Clusters count: 13 || Log posterior: -3171.2522572222983 || Iter Time:0.01885986328125 || Total time:36.216017961502075 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 13 || Log posterior: -3219.3334927374176 || Iter Time:0.01483917236328125 || Total time:36.230857133865356 Iteration: 1880 || Clusters count: 13 || Log posterior: -3188.4624572283014 || Iter Time:0.019198894500732422 || Total time:36.25005602836609 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 13 || Log posterior: -3265.6305370109976 || Iter Time:0.013447999954223633 || Total time:36.26350402832031 Iteration: 1882 || Clusters count: 13 || Log posterior: -3240.7375214953545 || Iter Time:0.017225980758666992 || Total time:36.28073000907898 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 13 || Log posterior: -3289.6941271369246 || Iter Time:0.013284921646118164 || Total time:36.2940149307251 Iteration: 1884 || Clusters count: 13 || Log posterior: -3245.3714065037507 || Iter Time:0.019195079803466797 || Total time:36.313210010528564 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 13 || Log posterior: -3275.639725971086 || Iter Time:0.013532161712646484 || Total time:36.32674217224121 Iteration: 1886 || Clusters count: 13 || Log posterior: -3230.4603446980386 || Iter Time:0.017841100692749023 || Total time:36.34458327293396 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 13 || Log posterior: -3232.5580221539685 || Iter Time:0.015649080276489258 || Total time:36.36023235321045 Iteration: 1888 || Clusters count: 13 || Log posterior: -3209.7749628345828 || Iter Time:0.01967597007751465 || Total time:36.379908323287964 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 13 || Log posterior: -3253.7676677287877 || Iter Time:0.03741788864135742 || Total time:36.41732621192932 Iteration: 1890 || Clusters count: 13 || Log posterior: -3213.936242004724 || Iter Time:0.01901412010192871 || Total time:36.43634033203125 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 13 || Log posterior: -3234.1814885813806 || Iter Time:0.015050888061523438 || Total time:36.45139122009277 Iteration: 1892 || Clusters count: 13 || Log posterior: -3209.954349703488 || Iter Time:0.018635034561157227 || Total time:36.47002625465393 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 13 || Log posterior: -3220.4489481956157 || Iter Time:0.01569080352783203 || Total time:36.48571705818176 Iteration: 1894 || Clusters count: 13 || Log posterior: -3192.7697009590006 || Iter Time:0.01979207992553711 || Total time:36.5055091381073 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 13 || Log posterior: -3239.653552712706 || Iter Time:0.015674114227294922 || Total time:36.521183252334595 Iteration: 1896 || Clusters count: 13 || Log posterior: -3202.5643432615907 || Iter Time:0.019627809524536133 || Total time:36.54081106185913 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 13 || Log posterior: -3231.8950754666957 || Iter Time:0.016222000122070312 || Total time:36.5570330619812 Iteration: 1898 || Clusters count: 13 || Log posterior: -3176.8956276876734 || Iter Time:0.019112825393676758 || Total time:36.57614588737488 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 13 || Log posterior: -3195.498016186177 || Iter Time:0.01501011848449707 || Total time:36.591156005859375 Iteration: 1900 || Clusters count: 13 || Log posterior: -3147.202275857226 || Iter Time:0.01875591278076172 || Total time:36.60991191864014 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 13 || Log posterior: -3216.2055275236485 || Iter Time:0.014961004257202148 || Total time:36.62487292289734 Iteration: 1902 || Clusters count: 13 || Log posterior: -3189.727025661588 || Iter Time:0.019418954849243164 || Total time:36.64429187774658 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 13 || Log posterior: -3273.918629628631 || Iter Time:0.015396833419799805 || Total time:36.65968871116638 Iteration: 1904 || Clusters count: 13 || Log posterior: -3239.5110646206354 || Iter Time:0.019895076751708984 || Total time:36.67958378791809 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 13 || Log posterior: -3263.4478787375588 || Iter Time:0.015472173690795898 || Total time:36.69505596160889 Iteration: 1906 || Clusters count: 13 || Log posterior: -3224.9496948537467 || Iter Time:0.018831968307495117 || Total time:36.71388792991638 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 13 || Log posterior: -3226.6422849016985 || Iter Time:0.014672040939331055 || Total time:36.72855997085571 Iteration: 1908 || Clusters count: 13 || Log posterior: -3206.802134015273 || Iter Time:0.01917409896850586 || Total time:36.74773406982422 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 13 || Log posterior: -3239.964167735937 || Iter Time:0.015600919723510742 || Total time:36.76333498954773 Iteration: 1910 || Clusters count: 13 || Log posterior: -3210.921580813218 || Iter Time:0.018997907638549805 || Total time:36.78233289718628 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 13 || Log posterior: -3230.7678800402496 || Iter Time:0.014750957489013672 || Total time:36.79708385467529 Iteration: 1912 || Clusters count: 13 || Log posterior: -3193.7777830612754 || Iter Time:0.01888895034790039 || Total time:36.81597280502319 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 13 || Log posterior: -3261.816690799876 || Iter Time:0.015099048614501953 || Total time:36.831071853637695 Iteration: 1914 || Clusters count: 13 || Log posterior: -3241.570547899179 || Iter Time:0.0187680721282959 || Total time:36.84983992576599 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 13 || Log posterior: -3272.0069615926923 || Iter Time:0.014400959014892578 || Total time:36.864240884780884 Iteration: 1916 || Clusters count: 13 || Log posterior: -3240.5194042274907 || Iter Time:0.01899099349975586 || Total time:36.88323187828064 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 13 || Log posterior: -3282.165550192916 || Iter Time:0.015407085418701172 || Total time:36.89863896369934 Iteration: 1918 || Clusters count: 13 || Log posterior: -3244.492225486726 || Iter Time:0.019140005111694336 || Total time:36.917778968811035 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 13 || Log posterior: -3229.6870479319336 || Iter Time:0.01845693588256836 || Total time:36.9362359046936 Iteration: 1920 || Clusters count: 13 || Log posterior: -3191.9159891044196 || Iter Time:0.01845097541809082 || Total time:36.954686880111694 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 13 || Log posterior: -3213.479171905954 || Iter Time:0.014495849609375 || Total time:36.96918272972107 Iteration: 1922 || Clusters count: 13 || Log posterior: -3189.762399683331 || Iter Time:0.04334211349487305 || Total time:37.01252484321594 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 13 || Log posterior: -3255.278616971621 || Iter Time:0.016218900680541992 || Total time:37.028743743896484 Iteration: 1924 || Clusters count: 13 || Log posterior: -3219.1394224672185 || Iter Time:0.019104957580566406 || Total time:37.04784870147705 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 13 || Log posterior: -3215.1008629382545 || Iter Time:0.015110969543457031 || Total time:37.06295967102051 Iteration: 1926 || Clusters count: 13 || Log posterior: -3195.2883841743283 || Iter Time:0.016648054122924805 || Total time:37.07960772514343 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 13 || Log posterior: -3225.2497270236645 || Iter Time:0.012923002243041992 || Total time:37.092530727386475 Iteration: 1928 || Clusters count: 13 || Log posterior: -3203.5950199880026 || Iter Time:0.019001007080078125 || Total time:37.11153173446655 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 13 || Log posterior: -3234.8337229282133 || Iter Time:0.013453006744384766 || Total time:37.12498474121094 Iteration: 1930 || Clusters count: 13 || Log posterior: -3190.2090164274778 || Iter Time:0.017345905303955078 || Total time:37.14233064651489 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 13 || Log posterior: -3214.347354760718 || Iter Time:0.015846967697143555 || Total time:37.158177614212036 Iteration: 1932 || Clusters count: 13 || Log posterior: -3200.6523082670933 || Iter Time:0.0201570987701416 || Total time:37.17833471298218 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 13 || Log posterior: -3245.11697394321 || Iter Time:0.01433420181274414 || Total time:37.19266891479492 Iteration: 1934 || Clusters count: 13 || Log posterior: -3222.122191836186 || Iter Time:0.019676923751831055 || Total time:37.21234583854675 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 13 || Log posterior: -3254.0271367798146 || Iter Time:0.015421867370605469 || Total time:37.22776770591736 Iteration: 1936 || Clusters count: 13 || Log posterior: -3222.569711072963 || Iter Time:0.0179140567779541 || Total time:37.24568176269531 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 13 || Log posterior: -3238.6834058063196 || Iter Time:0.014026165008544922 || Total time:37.25970792770386 Iteration: 1938 || Clusters count: 13 || Log posterior: -3225.365368855173 || Iter Time:0.018249034881591797 || Total time:37.27795696258545 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 13 || Log posterior: -3232.8105388158874 || Iter Time:0.014831066131591797 || Total time:37.29278802871704 Iteration: 1940 || Clusters count: 13 || Log posterior: -3212.7024426334565 || Iter Time:0.018476009368896484 || Total time:37.31126403808594 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 13 || Log posterior: -3226.748458236549 || Iter Time:0.01414799690246582 || Total time:37.3254120349884 Iteration: 1942 || Clusters count: 13 || Log posterior: -3190.693131329412 || Iter Time:0.017425060272216797 || Total time:37.34283709526062 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 13 || Log posterior: -3225.9486799056526 || Iter Time:0.01399683952331543 || Total time:37.356833934783936 Iteration: 1944 || Clusters count: 13 || Log posterior: -3189.043475653741 || Iter Time:0.018398046493530273 || Total time:37.375231981277466 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 13 || Log posterior: -3219.7211377016533 || Iter Time:0.015857934951782227 || Total time:37.39108991622925 Iteration: 1946 || Clusters count: 13 || Log posterior: -3185.405820418839 || Iter Time:0.016576051712036133 || Total time:37.407665967941284 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 13 || Log posterior: -3229.578828645191 || Iter Time:0.015658855438232422 || Total time:37.42332482337952 Iteration: 1948 || Clusters count: 13 || Log posterior: -3197.419676611817 || Iter Time:0.01872992515563965 || Total time:37.442054748535156 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 13 || Log posterior: -3255.5303636445906 || Iter Time:0.014238119125366211 || Total time:37.45629286766052 Iteration: 1950 || Clusters count: 13 || Log posterior: -3208.2108913659113 || Iter Time:0.017477989196777344 || Total time:37.4737708568573 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 13 || Log posterior: -3189.066707121146 || Iter Time:0.01322793960571289 || Total time:37.48699879646301 Iteration: 1952 || Clusters count: 13 || Log posterior: -3164.625423998957 || Iter Time:0.01910114288330078 || Total time:37.50609993934631 Loading and distributing data: 0.000175 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 13 || Log posterior: -3190.5556096319365 || Iter Time:0.014311075210571289 || Total time:37.520411014556885 Iteration: 1954 || Clusters count: 13 || Log posterior: -3163.0052826503024 || Iter Time:0.018959999084472656 || Total time:37.53937101364136 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 13 || Log posterior: -3227.9838078131756 || Iter Time:0.013827085494995117 || Total time:37.55319809913635 Iteration: 1956 || Clusters count: 13 || Log posterior: -3194.328909489158 || Iter Time:0.03982186317443848 || Total time:37.59301996231079 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 13 || Log posterior: -3273.942543615354 || Iter Time:0.014487981796264648 || Total time:37.607507944107056 Iteration: 1958 || Clusters count: 13 || Log posterior: -3245.212916569616 || Iter Time:0.018280029296875 || Total time:37.62578797340393 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 13 || Log posterior: -3262.993265322773 || Iter Time:0.014815807342529297 || Total time:37.64060378074646 Iteration: 1960 || Clusters count: 13 || Log posterior: -3226.9128541921696 || Iter Time:0.01980900764465332 || Total time:37.66041278839111 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 13 || Log posterior: -3226.753410024706 || Iter Time:0.014608144760131836 || Total time:37.675020933151245 Iteration: 1962 || Clusters count: 13 || Log posterior: -3202.2396981247866 || Iter Time:0.019484996795654297 || Total time:37.6945059299469 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 13 || Log posterior: -3232.080644911675 || Iter Time:0.015074968338012695 || Total time:37.70958089828491 Iteration: 1964 || Clusters count: 13 || Log posterior: -3212.0273750287483 || Iter Time:0.019436120986938477 || Total time:37.72901701927185 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 13 || Log posterior: -3236.3846388165753 || Iter Time:0.016279935836791992 || Total time:37.74529695510864 Iteration: 1966 || Clusters count: 13 || Log posterior: -3191.190031313336 || Iter Time:0.019295930862426758 || Total time:37.76459288597107 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 13 || Log posterior: -3155.1684211923753 || Iter Time:0.014940023422241211 || Total time:37.77953290939331 Iteration: 1968 || Clusters count: 13 || Log posterior: -3129.4817953415327 || Iter Time:0.0193021297454834 || Total time:37.798835039138794 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 13 || Log posterior: -3212.1929684438105 || Iter Time:0.01573801040649414 || Total time:37.81457304954529 Iteration: 1970 || Clusters count: 13 || Log posterior: -3185.9680341015564 || Iter Time:0.0195009708404541 || Total time:37.83407402038574 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 13 || Log posterior: -3255.04815817134 || Iter Time:0.01388096809387207 || Total time:37.847954988479614 Iteration: 1972 || Clusters count: 13 || Log posterior: -3227.1737375428247 || Iter Time:0.018503904342651367 || Total time:37.866458892822266 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 13 || Log posterior: -3298.576832700997 || Iter Time:0.015414953231811523 || Total time:37.88187384605408 Iteration: 1974 || Clusters count: 13 || Log posterior: -3261.8676316833653 || Iter Time:0.019978046417236328 || Total time:37.90185189247131 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 13 || Log posterior: -3255.2370492670652 || Iter Time:0.016604185104370117 || Total time:37.918456077575684 Iteration: 1976 || Clusters count: 13 || Log posterior: -3204.895059596054 || Iter Time:0.019702911376953125 || Total time:37.93815898895264 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 13 || Log posterior: -3250.626609487855 || Iter Time:0.015446186065673828 || Total time:37.95360517501831 Iteration: 1978 || Clusters count: 13 || Log posterior: -3213.7065382172755 || Iter Time:0.01961994171142578 || Total time:37.973225116729736 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 13 || Log posterior: -3266.999151432418 || Iter Time:0.015080928802490234 || Total time:37.98830604553223 Iteration: 1980 || Clusters count: 13 || Log posterior: -3229.2708544370994 || Iter Time:0.01974201202392578 || Total time:38.00804805755615 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 13 || Log posterior: -3217.3213674153917 || Iter Time:0.01442098617553711 || Total time:38.02246904373169 Iteration: 1982 || Clusters count: 13 || Log posterior: -3178.818523649483 || Iter Time:0.0184781551361084 || Total time:38.0409471988678 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 13 || Log posterior: -3249.637233270299 || Iter Time:0.014813899993896484 || Total time:38.055761098861694 Iteration: 1984 || Clusters count: 13 || Log posterior: -3207.245344933954 || Iter Time:0.018368959426879883 || Total time:38.074130058288574 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 13 || Log posterior: -3242.9301600599692 || Iter Time:0.013554096221923828 || Total time:38.0876841545105 Iteration: 1986 || Clusters count: 13 || Log posterior: -3214.7064571715996 || Iter Time:0.017489194869995117 || Total time:38.10517334938049 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 13 || Log posterior: -3243.853586177862 || Iter Time:0.013323068618774414 || Total time:38.11849641799927 Iteration: 1988 || Clusters count: 13 || Log posterior: -3200.6516452310184 || Iter Time:0.017735958099365234 || Total time:38.13623237609863 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 13 || Log posterior: -3255.9572577953973 || Iter Time:0.013904094696044922 || Total time:38.15013647079468 Iteration: 1990 || Clusters count: 13 || Log posterior: -3207.3378008985455 || Iter Time:0.03801107406616211 || Total time:38.18814754486084 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 13 || Log posterior: -3188.222811126339 || Iter Time:0.013467073440551758 || Total time:38.20161461830139 Iteration: 1992 || Clusters count: 13 || Log posterior: -3163.702225388634 || Iter Time:0.018146038055419922 || Total time:38.21976065635681 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 13 || Log posterior: -3246.662617878819 || Iter Time:0.013672113418579102 || Total time:38.23343276977539 Iteration: 1994 || Clusters count: 13 || Log posterior: -3214.009305374766 || Iter Time:0.01688694953918457 || Total time:38.250319719314575 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 13 || Log posterior: -3212.9653684142813 || Iter Time:0.015892982482910156 || Total time:38.266212701797485 Iteration: 1996 || Clusters count: 13 || Log posterior: -3180.739404249429 || Iter Time:0.020222902297973633 || Total time:38.28643560409546 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 13 || Log posterior: -3243.122377767544 || Iter Time:0.01546621322631836 || Total time:38.30190181732178 Iteration: 1998 || Clusters count: 13 || Log posterior: -3198.290600540501 || Iter Time:0.018358230590820312 || Total time:38.3202600479126 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 13 || Log posterior: -3253.833641471121 || Iter Time:0.014771223068237305 || Total time:38.335031270980835 Iteration: 2000 || Clusters count: 13 || Log posterior: -3231.5036661228905 || Iter Time:0.0172421932220459 || Total time:38.35227346420288 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 13 || Log posterior: -3268.011176806764 || Iter Time:0.014266014099121094 || Total time:38.366539478302 Iteration: 2002 || Clusters count: 13 || Log posterior: -3225.8439208605328 || Iter Time:0.01687002182006836 || Total time:38.38340950012207 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 13 || Log posterior: -3227.857831127387 || Iter Time:0.014290094375610352 || Total time:38.39769959449768 Iteration: 2004 || Clusters count: 13 || Log posterior: -3203.813788200818 || Iter Time:0.01738119125366211 || Total time:38.41508078575134 Loading and distributing data: 0.000160 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 13 || Log posterior: -3279.541325156936 || Iter Time:0.013271093368530273 || Total time:38.42835187911987 Iteration: 2006 || Clusters count: 13 || Log posterior: -3232.4717689304316 || Iter Time:0.017783164978027344 || Total time:38.4461350440979 Loading and distributing data: 0.000413 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 13 || Log posterior: -3316.8070916860015 || Iter Time:0.015501022338867188 || Total time:38.46163606643677 Iteration: 2008 || Clusters count: 13 || Log posterior: -3256.1746030723193 || Iter Time:0.0193479061126709 || Total time:38.48098397254944 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 13 || Log posterior: -3244.337171830461 || Iter Time:0.016763925552368164 || Total time:38.49774789810181 Iteration: 2010 || Clusters count: 13 || Log posterior: -3204.632183787027 || Iter Time:0.019967079162597656 || Total time:38.517714977264404 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 13 || Log posterior: -3253.225943207677 || Iter Time:0.015113115310668945 || Total time:38.53282809257507 Iteration: 2012 || Clusters count: 13 || Log posterior: -3228.1315917105735 || Iter Time:0.019273042678833008 || Total time:38.552101135253906 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 13 || Log posterior: -3249.2113774705936 || Iter Time:0.014512777328491211 || Total time:38.5666139125824 Iteration: 2014 || Clusters count: 13 || Log posterior: -3227.327134243967 || Iter Time:0.020277976989746094 || Total time:38.586891889572144 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 13 || Log posterior: -3246.093658122897 || Iter Time:0.016328096389770508 || Total time:38.603219985961914 Iteration: 2016 || Clusters count: 13 || Log posterior: -3220.0917035613484 || Iter Time:0.019848108291625977 || Total time:38.62306809425354 Loading and distributing data: 0.000174 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 13 || Log posterior: -3237.6866193149476 || Iter Time:0.017815113067626953 || Total time:38.64088320732117 Iteration: 2018 || Clusters count: 13 || Log posterior: -3224.118517972184 || Iter Time:0.01932501792907715 || Total time:38.660208225250244 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 13 || Log posterior: -3262.2724701130887 || Iter Time:0.014668941497802734 || Total time:38.67487716674805 Iteration: 2020 || Clusters count: 13 || Log posterior: -3220.3141610365724 || Iter Time:0.01960611343383789 || Total time:38.694483280181885 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 13 || Log posterior: -3280.4190137759756 || Iter Time:0.016303062438964844 || Total time:38.71078634262085 Iteration: 2022 || Clusters count: 13 || Log posterior: -3242.2395787983096 || Iter Time:0.0189361572265625 || Total time:38.72972249984741 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 13 || Log posterior: -3237.4250785720237 || Iter Time:0.016421079635620117 || Total time:38.74614357948303 Iteration: 2024 || Clusters count: 13 || Log posterior: -3191.001111972663 || Iter Time:0.042183876037597656 || Total time:38.78832745552063 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 13 || Log posterior: -3236.2683571318807 || Iter Time:0.014436006546020508 || Total time:38.80276346206665 Iteration: 2026 || Clusters count: 13 || Log posterior: -3180.811352201405 || Iter Time:0.02302694320678711 || Total time:38.82579040527344 Loading and distributing data: 0.000178 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 13 || Log posterior: -3195.9382757909643 || Iter Time:0.016940832138061523 || Total time:38.8427312374115 Iteration: 2028 || Clusters count: 13 || Log posterior: -3172.0020973021183 || Iter Time:0.01962113380432129 || Total time:38.86235237121582 Avg NMI: 0.8845978876220597 Full NMI: 0.8709040748807405 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m29.7s Testing DPMMSubClustersStreaming tests passed Testing completed after 196.9s PkgEval succeeded after 311.36s