Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.1216 (bcb9a929e5*) started at 2025-09-28T18:07:07.635 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.59s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.14.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.15 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.16.0+0 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.9.9 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.2+0 [efcefdf7] + PCRE2_jll v10.46.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.67.1+0 [3f19e933] + p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 6.12s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 145.2s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_L08nGH/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_L08nGH/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.14.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.0 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.15 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.16.0+0 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.9.9 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.2+0 [efcefdf7] PCRE2_jll v10.46.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.67.1+0 [3f19e933] p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.289684 seconds (987.12 k allocations: 60.184 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233120.78798629093 || Iter Time:16.828099966049194 || Total time:16.828099966049194 Iteration: 1 || Clusters count: 1 || Log posterior: -233120.78798629093 || Iter Time:0.005468130111694336 || Total time:16.83356809616089 Iteration: 2 || Clusters count: 1 || Log posterior: -233120.78798629093 || Iter Time:0.004907131195068359 || Total time:16.838475227355957 Iteration: 3 || Clusters count: 1 || Log posterior: -233120.78798629093 || Iter Time:0.0050220489501953125 || Total time:16.843497276306152 Iteration: 4 || Clusters count: 1 || Log posterior: -233120.78798629093 || Iter Time:0.004892826080322266 || Total time:16.848390102386475 Iteration: 5 || Clusters count: 1 || Log posterior: -233120.78798629093 || Iter Time:0.015970945358276367 || Total time:16.86436104774475 Iteration: 6 || Clusters count: 1 || Log posterior: -233120.78798629093 || Iter Time:0.004869937896728516 || Total time:16.86923098564148 Iteration: 7 || Clusters count: 1 || Log posterior: -233120.78798629093 || Iter Time:0.00498199462890625 || Total time:16.874212980270386 Iteration: 8 || Clusters count: 1 || Log posterior: -233120.78798629093 || Iter Time:0.004911899566650391 || Total time:16.879124879837036 Iteration: 9 || Clusters count: 1 || Log posterior: -233120.78798629093 || Iter Time:0.004877805709838867 || Total time:16.884002685546875 Iteration: 10 || Clusters count: 1 || Log posterior: -233120.78798629093 || Iter Time:0.00487208366394043 || Total time:16.888874769210815 Iteration: 11 || Clusters count: 1 || Log posterior: -233120.78798629093 || Iter Time:0.0048329830169677734 || Total time:16.893707752227783 Iteration: 12 || Clusters count: 1 || Log posterior: -233120.78798629093 || Iter Time:0.0049211978912353516 || Total time:16.89862895011902 Iteration: 13 || Clusters count: 2 || Log posterior: -233028.5736486085 || Iter Time:3.8212890625 || Total time:20.71991801261902 Iteration: 14 || Clusters count: 2 || Log posterior: -233009.80151025625 || Iter Time:0.005651950836181641 || Total time:20.7255699634552 Iteration: 15 || Clusters count: 2 || Log posterior: -232993.90195438333 || Iter Time:0.00574803352355957 || Total time:20.73131799697876 Iteration: 16 || Clusters count: 2 || Log posterior: -233023.0465964112 || Iter Time:0.005636930465698242 || Total time:20.736954927444458 Iteration: 17 || Clusters count: 2 || Log posterior: -233005.34169739336 || Iter Time:0.005751848220825195 || Total time:20.742706775665283 Iteration: 18 || Clusters count: 2 || Log posterior: -233025.30616265646 || Iter Time:0.0057561397552490234 || Total time:20.748462915420532 Iteration: 19 || Clusters count: 2 || Log posterior: -232989.54660363193 || Iter Time:0.0057260990142822266 || Total time:20.754189014434814 Iteration: 20 || Clusters count: 2 || Log posterior: -232882.78476688333 || Iter Time:3.2785539627075195 || Total time:24.032742977142334 Loading and distributing data: 0.000651 seconds (128 allocations: 395.930 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233154.74989929772 || Iter Time:0.03168892860412598 || Total time:24.06443190574646 Iteration: 22 || Clusters count: 2 || Log posterior: -233108.53642169703 || Iter Time:0.005391836166381836 || Total time:24.069823741912842 Iteration: 23 || Clusters count: 2 || Log posterior: -233100.98901626543 || Iter Time:0.005380153656005859 || Total time:24.075203895568848 Iteration: 24 || Clusters count: 2 || Log posterior: -233092.2295641337 || Iter Time:0.005190849304199219 || Total time:24.080394744873047 Iteration: 25 || Clusters count: 2 || Log posterior: -233040.94079085632 || Iter Time:0.0054168701171875 || Total time:24.085811614990234 Iteration: 26 || Clusters count: 2 || Log posterior: -233039.0443786966 || Iter Time:0.005223989486694336 || Total time:24.09103560447693 Iteration: 27 || Clusters count: 2 || Log posterior: -233000.40407918263 || Iter Time:0.005357980728149414 || Total time:24.096393585205078 Iteration: 28 || Clusters count: 3 || Log posterior: -232869.0889282487 || Iter Time:0.007250070571899414 || Total time:24.103643655776978 Iteration: 29 || Clusters count: 3 || Log posterior: -232771.44877483638 || Iter Time:0.005686044692993164 || Total time:24.10932970046997 Iteration: 30 || Clusters count: 3 || Log posterior: -232691.97092568481 || Iter Time:0.0061798095703125 || Total time:24.115509510040283 Iteration: 31 || Clusters count: 3 || Log posterior: -232592.121534664 || Iter Time:0.005825996398925781 || Total time:24.12133550643921 Iteration: 32 || Clusters count: 3 || Log posterior: -232581.43778128104 || Iter Time:0.005522012710571289 || Total time:24.12685751914978 Iteration: 33 || Clusters count: 3 || Log posterior: -232551.75601944746 || Iter Time:0.005620002746582031 || Total time:24.132477521896362 Iteration: 34 || Clusters count: 3 || Log posterior: -232558.68855468748 || Iter Time:0.005574941635131836 || Total time:24.138052463531494 Iteration: 35 || Clusters count: 3 || Log posterior: -232532.19541423608 || Iter Time:0.005526065826416016 || Total time:24.14357852935791 Iteration: 36 || Clusters count: 3 || Log posterior: -232532.6234551595 || Iter Time:0.005537986755371094 || Total time:24.14911651611328 Iteration: 37 || Clusters count: 3 || Log posterior: -232534.572179319 || Iter Time:0.005692958831787109 || Total time:24.15480947494507 Iteration: 38 || Clusters count: 3 || Log posterior: -232523.90329075637 || Iter Time:0.005559206008911133 || Total time:24.16036868095398 Iteration: 39 || Clusters count: 3 || Log posterior: -232541.39732296098 || Iter Time:0.0054531097412109375 || Total time:24.16582179069519 Iteration: 40 || Clusters count: 3 || Log posterior: -232537.53273819602 || Iter Time:0.0055730342864990234 || Total time:24.17139482498169 Iteration: 41 || Clusters count: 3 || Log posterior: -232449.88588711942 || Iter Time:0.005763053894042969 || Total time:24.177157878875732 Loading and distributing data: 0.000572 seconds (128 allocations: 395.930 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262524.6076781165 || Iter Time:0.006016969680786133 || Total time:24.18317484855652 Iteration: 43 || Clusters count: 4 || Log posterior: -262310.9173332009 || Iter Time:0.006638765335083008 || Total time:24.1898136138916 Iteration: 44 || Clusters count: 4 || Log posterior: -262268.20442589704 || Iter Time:0.006432056427001953 || Total time:24.196245670318604 Iteration: 45 || Clusters count: 4 || Log posterior: -262268.7684491073 || Iter Time:0.006039857864379883 || Total time:24.202285528182983 Iteration: 46 || Clusters count: 4 || Log posterior: -262275.72291159217 || Iter Time:0.0060482025146484375 || Total time:24.208333730697632 Iteration: 47 || Clusters count: 4 || Log posterior: -262269.7278320217 || Iter Time:0.006129026412963867 || Total time:24.214462757110596 Iteration: 48 || Clusters count: 4 || Log posterior: -262240.2470621561 || Iter Time:0.00625300407409668 || Total time:24.220715761184692 Iteration: 49 || Clusters count: 5 || Log posterior: -262034.62669223582 || Iter Time:0.007050991058349609 || Total time:24.227766752243042 Iteration: 50 || Clusters count: 5 || Log posterior: -261926.16274964693 || Iter Time:0.006658077239990234 || Total time:24.234424829483032 Iteration: 51 || Clusters count: 5 || Log posterior: -261931.6392241425 || Iter Time:0.006577968597412109 || Total time:24.241002798080444 Iteration: 52 || Clusters count: 5 || Log posterior: -261926.17775492877 || Iter Time:0.00717616081237793 || Total time:24.248178958892822 Iteration: 53 || Clusters count: 5 || Log posterior: -261946.04324393295 || Iter Time:0.0064389705657958984 || Total time:24.254617929458618 Iteration: 54 || Clusters count: 5 || Log posterior: -261917.61357758092 || Iter Time:0.0066280364990234375 || Total time:24.26124596595764 Iteration: 55 || Clusters count: 5 || Log posterior: -261924.54257781192 || Iter Time:0.006618976593017578 || Total time:24.26786494255066 Iteration: 56 || Clusters count: 5 || Log posterior: -261926.8889799034 || Iter Time:0.006429910659790039 || Total time:24.27429485321045 Iteration: 57 || Clusters count: 5 || Log posterior: -261897.88325643732 || Iter Time:0.006439924240112305 || Total time:24.28073477745056 Iteration: 58 || Clusters count: 5 || Log posterior: -261903.4512415385 || Iter Time:0.006597995758056641 || Total time:24.287332773208618 Iteration: 59 || Clusters count: 5 || Log posterior: -261886.48134536087 || Iter Time:0.8372249603271484 || Total time:25.124557733535767 Iteration: 60 || Clusters count: 5 || Log posterior: -261924.94376364155 || Iter Time:0.0072138309478759766 || Total time:25.131771564483643 Iteration: 61 || Clusters count: 6 || Log posterior: -261748.56217664442 || Iter Time:0.03726696968078613 || Total time:25.16903853416443 Iteration: 62 || Clusters count: 6 || Log posterior: -261643.49659443856 || Iter Time:0.0070629119873046875 || Total time:25.176101446151733 Loading and distributing data: 0.000538 seconds (128 allocations: 395.930 KiB) Iteration: 63 || Clusters count: 6 || Log posterior: -261821.93238694483 || Iter Time:0.007505893707275391 || Total time:25.18360733985901 Iteration: 64 || Clusters count: 8 || Log posterior: -261154.09812464804 || Iter Time:0.009437084197998047 || Total time:25.193044424057007 Iteration: 65 || Clusters count: 8 || Log posterior: -261000.63975373466 || Iter Time:0.008016109466552734 || Total time:25.20106053352356 Iteration: 66 || Clusters count: 8 || Log posterior: -260969.20867631247 || Iter Time:0.008006095886230469 || Total time:25.20906662940979 Iteration: 67 || Clusters count: 8 || Log posterior: -260927.7153578387 || Iter Time:0.007921934127807617 || Total time:25.216988563537598 Iteration: 68 || Clusters count: 8 || Log posterior: -260930.4673586423 || Iter Time:0.007844924926757812 || Total time:25.224833488464355 Iteration: 69 || Clusters count: 8 || Log posterior: -260941.44813496488 || Iter Time:0.007816791534423828 || Total time:25.23265027999878 Iteration: 70 || Clusters count: 8 || Log posterior: -260917.3752893728 || Iter Time:0.007726907730102539 || Total time:25.240377187728882 Iteration: 71 || Clusters count: 8 || Log posterior: -260911.6885657893 || Iter Time:0.007732868194580078 || Total time:25.248110055923462 Iteration: 72 || Clusters count: 8 || Log posterior: -260894.2122261726 || Iter Time:0.00771784782409668 || Total time:25.25582790374756 Iteration: 73 || Clusters count: 8 || Log posterior: -260870.47438548706 || Iter Time:0.007798910140991211 || Total time:25.26362681388855 Iteration: 74 || Clusters count: 8 || Log posterior: -260898.01586491457 || Iter Time:0.00785207748413086 || Total time:25.27147889137268 Iteration: 75 || Clusters count: 8 || Log posterior: -260883.04639784404 || Iter Time:0.0077970027923583984 || Total time:25.27927589416504 Iteration: 76 || Clusters count: 10 || Log posterior: -260759.75731349076 || Iter Time:0.027003049850463867 || Total time:25.306278944015503 Iteration: 77 || Clusters count: 10 || Log posterior: -260634.13600294502 || Iter Time:0.008651971817016602 || Total time:25.31493091583252 Iteration: 78 || Clusters count: 10 || Log posterior: -260606.9398301613 || Iter Time:0.008540868759155273 || Total time:25.323471784591675 Iteration: 79 || Clusters count: 10 || Log posterior: -260611.8893481576 || Iter Time:0.009263038635253906 || Total time:25.33273482322693 Iteration: 80 || Clusters count: 10 || Log posterior: -260606.4041099846 || Iter Time:0.009532928466796875 || Total time:25.342267751693726 Iteration: 81 || Clusters count: 10 || Log posterior: -260581.85410374645 || Iter Time:0.01001596450805664 || Total time:25.352283716201782 Iteration: 82 || Clusters count: 10 || Log posterior: -260562.87006595187 || Iter Time:0.010097980499267578 || Total time:25.36238169670105 Iteration: 83 || Clusters count: 10 || Log posterior: -260510.0523141108 || Iter Time:0.00916290283203125 || Total time:25.37154459953308 Loading and distributing data: 0.000550 seconds (128 allocations: 395.930 KiB) Iteration: 84 || Clusters count: 11 || Log posterior: -260116.87535347213 || Iter Time:0.010883092880249023 || Total time:25.38242769241333 Iteration: 85 || Clusters count: 11 || Log posterior: -259921.1826501229 || Iter Time:0.022233009338378906 || Total time:25.40466070175171 Iteration: 86 || Clusters count: 11 || Log posterior: -259891.8210810545 || Iter Time:0.010069131851196289 || Total time:25.414729833602905 Iteration: 87 || Clusters count: 11 || Log posterior: -259890.94122393473 || Iter Time:0.01494908332824707 || Total time:25.429678916931152 Iteration: 88 || Clusters count: 11 || Log posterior: -259904.5790007659 || Iter Time:0.01002812385559082 || Total time:25.439707040786743 Iteration: 89 || Clusters count: 11 || Log posterior: -259832.43059935185 || Iter 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Time:0.011771917343139648 || Total time:25.618690013885498 Iteration: 104 || Clusters count: 14 || Log posterior: -258564.7287151989 || Iter Time:0.01164698600769043 || Total time:25.63033699989319 Loading and distributing data: 0.000590 seconds (128 allocations: 395.930 KiB) Iteration: 105 || Clusters count: 14 || Log posterior: -258438.11870357452 || Iter Time:0.016476869583129883 || Total time:25.64681386947632 Iteration: 106 || Clusters count: 15 || Log posterior: -258103.95878382458 || Iter Time:0.01613783836364746 || Total time:25.662951707839966 Iteration: 107 || Clusters count: 16 || Log posterior: -257643.83027456142 || Iter Time:0.017715930938720703 || Total time:25.680667638778687 Iteration: 108 || Clusters count: 16 || Log posterior: -257621.10383646132 || Iter Time:0.02066493034362793 || Total time:25.701332569122314 Iteration: 109 || Clusters count: 16 || Log posterior: -257630.26463769167 || Iter Time:0.016802072525024414 || Total time:25.71813464164734 Iteration: 110 || Clusters count: 16 || Log posterior: -257631.99338093644 || Iter Time:0.016648054122924805 || Total time:25.734782695770264 Iteration: 111 || Clusters count: 16 || Log posterior: -257645.83871042766 || Iter Time:0.016242027282714844 || Total time:25.75102472305298 Iteration: 112 || Clusters count: 16 || Log posterior: -257619.51654034317 || Iter Time:0.020600080490112305 || Total time:25.77162480354309 Iteration: 113 || Clusters count: 16 || Log posterior: -257623.4693865717 || Iter Time:0.016028881072998047 || Total time:25.78765368461609 Iteration: 114 || Clusters count: 16 || Log posterior: -257631.37185390585 || Iter Time:0.01697397232055664 || Total time:25.804627656936646 Iteration: 115 || Clusters count: 16 || Log posterior: -257615.3939810068 || Iter Time:0.015961170196533203 || Total time:25.82058882713318 Iteration: 116 || Clusters count: 16 || Log posterior: -257609.87125584902 || Iter Time:0.02028799057006836 || Total time:25.840876817703247 Iteration: 117 || Clusters count: 16 || Log posterior: -257629.67233811753 || Iter Time:0.016401052474975586 || Total time:25.857277870178223 Iteration: 118 || Clusters count: 16 || Log posterior: -257620.1468047361 || Iter Time:0.016376018524169922 || Total time:25.873653888702393 Iteration: 119 || Clusters count: 16 || Log posterior: -257624.40452139662 || Iter Time:0.01974201202392578 || Total time:25.89339590072632 Iteration: 120 || Clusters count: 16 || Log posterior: -257617.2798509358 || Iter Time:0.016663074493408203 || Total time:25.910058975219727 Iteration: 121 || Clusters count: 16 || Log posterior: -257622.6103982981 || Iter Time:0.016793012619018555 || Total time:25.926851987838745 Iteration: 122 || Clusters count: 16 || Log posterior: -257618.85629699155 || Iter Time:0.019862890243530273 || Total time:25.946714878082275 Iteration: 123 || Clusters count: 16 || Log posterior: -257614.47404247962 || Iter Time:0.024092912673950195 || Total time:25.970807790756226 Iteration: 124 || Clusters count: 16 || Log posterior: -257615.44436337097 || Iter Time:0.01972484588623047 || Total time:25.990532636642456 Iteration: 125 || Clusters count: 16 || Log posterior: -257599.9826012986 || Iter Time:0.018107891082763672 || Total time:26.00864052772522 Loading and distributing data: 0.000587 seconds (128 allocations: 395.930 KiB) Iteration: 126 || Clusters count: 19 || Log posterior: -257213.78173732685 || Iter Time:0.024019956588745117 || Total time:26.032660484313965 Iteration: 127 || Clusters count: 19 || Log posterior: -257006.5690265502 || Iter Time:0.016851186752319336 || Total time:26.049511671066284 Iteration: 128 || Clusters count: 19 || Log posterior: -256996.8283132738 || Iter Time:0.017377138137817383 || Total time:26.0668888092041 Iteration: 129 || Clusters count: 19 || Log posterior: -257002.45740647757 || Iter Time:0.021673917770385742 || Total time:26.088562726974487 Iteration: 130 || Clusters count: 19 || Log posterior: -257003.7943366626 || Iter Time:0.018184185028076172 || 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time:26.402440309524536 Iteration: 145 || Clusters count: 19 || Log posterior: -256997.64297338517 || Iter Time:0.02439093589782715 || Total time:26.426831245422363 Iteration: 146 || Clusters count: 19 || Log posterior: -256995.85415460586 || Iter Time:0.022970914840698242 || Total time:26.44980216026306 Loading and distributing data: 0.000506 seconds (128 allocations: 395.930 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -256616.16331026243 || Iter Time:0.028944015502929688 || Total time:26.47874617576599 Iteration: 148 || Clusters count: 20 || Log posterior: -256533.22528594403 || Iter Time:0.023005962371826172 || Total time:26.501752138137817 Iteration: 149 || Clusters count: 20 || Log posterior: -256515.02886327796 || Iter Time:0.02676701545715332 || Total time:26.52851915359497 Iteration: 150 || Clusters count: 20 || Log posterior: -256499.17012752683 || Iter Time:0.02263498306274414 || Total time:26.551154136657715 Iteration: 151 || Clusters count: 20 || Log posterior: -256505.2005313901 || Iter Time:0.022490978240966797 || Total time:26.57364511489868 Iteration: 152 || Clusters count: 20 || Log posterior: -256496.25488513775 || Iter Time:0.02698493003845215 || Total time:26.600630044937134 Iteration: 153 || Clusters count: 20 || Log posterior: -256494.77368993513 || Iter Time:0.029685020446777344 || Total time:26.63031506538391 Iteration: 154 || Clusters count: 20 || Log posterior: -256495.83325972338 || Iter Time:0.023767948150634766 || Total time:26.654083013534546 Iteration: 155 || Clusters count: 20 || Log posterior: -256502.08701775112 || Iter Time:0.027278900146484375 || Total time:26.68136191368103 Iteration: 156 || Clusters count: 20 || Log posterior: -256502.22413753273 || Iter Time:0.022071123123168945 || Total time:26.7034330368042 Iteration: 157 || Clusters count: 20 || Log posterior: -256499.8959558636 || Iter Time:0.026978015899658203 || Total time:26.730411052703857 Iteration: 158 || Clusters count: 20 || Log posterior: -256502.79687362636 || Iter Time:0.022703886032104492 || Total time:26.753114938735962 Iteration: 159 || Clusters count: 20 || Log posterior: -256510.4908533277 || Iter Time:0.02237081527709961 || Total time:26.77548575401306 Iteration: 160 || Clusters count: 20 || Log posterior: -256514.3136529755 || Iter Time:0.025751829147338867 || Total time:26.8012375831604 Iteration: 161 || Clusters count: 20 || Log posterior: -256500.03609303484 || Iter Time:0.02388596534729004 || Total time:26.82512354850769 Iteration: 162 || Clusters count: 20 || Log posterior: -256511.34380346065 || Iter Time:0.02627086639404297 || Total time:26.851394414901733 Iteration: 163 || Clusters count: 20 || Log posterior: -256502.14491190627 || Iter Time:0.030340909957885742 || Total time:26.88173532485962 Iteration: 164 || Clusters count: 20 || Log posterior: -256500.0356505794 || Iter Time:0.02612614631652832 || Total time:26.907861471176147 Iteration: 165 || Clusters count: 20 || Log posterior: -256505.99520172793 || Iter Time:0.030920028686523438 || Total time:26.93878149986267 Iteration: 166 || Clusters count: 20 || Log posterior: -256503.1459141351 || Iter Time:0.026395797729492188 || Total time:26.965177297592163 Iteration: 167 || Clusters count: 20 || Log posterior: -256497.642849707 || Iter Time:0.025432109832763672 || Total time:26.990609407424927 Loading and distributing data: 0.000577 seconds (128 allocations: 395.930 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -256097.75115721143 || Iter Time:0.029718875885009766 || Total time:27.020328283309937 Iteration: 169 || Clusters count: 20 || Log posterior: -255988.93898058738 || Iter Time:0.023005008697509766 || Total time:27.043333292007446 Iteration: 170 || Clusters count: 20 || Log posterior: -255987.86551467763 || Iter Time:0.02700185775756836 || Total time:27.070335149765015 Iteration: 171 || Clusters count: 20 || Log posterior: -255979.79121530423 || Iter Time:0.0226290225982666 || Total 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time:27.265039443969727 Iteration: 179 || Clusters count: 20 || Log posterior: -255974.90702045048 || Iter Time:0.02233099937438965 || Total time:27.287370443344116 Iteration: 180 || Clusters count: 20 || Log posterior: -255977.76783796295 || Iter Time:0.022181987762451172 || Total time:27.309552431106567 Iteration: 181 || Clusters count: 20 || Log posterior: -255987.07361757063 || Iter Time:0.02660393714904785 || Total time:27.336156368255615 Iteration: 182 || Clusters count: 20 || Log posterior: -255987.90630383417 || Iter Time:0.02312302589416504 || Total time:27.35927939414978 Iteration: 183 || Clusters count: 20 || Log posterior: -255977.6945215571 || Iter Time:0.02502298355102539 || Total time:27.384302377700806 Iteration: 184 || Clusters count: 20 || Log posterior: -255988.1260993836 || Iter Time:0.030785083770751953 || Total time:27.415087461471558 Iteration: 185 || Clusters count: 20 || Log posterior: -255980.2650587469 || Iter Time:0.026102066040039062 || Total time:27.441189527511597 Iteration: 186 || Clusters count: 20 || Log posterior: -255976.53974964618 || Iter Time:0.03205609321594238 || Total time:27.47324562072754 Iteration: 187 || Clusters count: 20 || Log posterior: -255975.901407351 || Iter Time:0.026546001434326172 || Total time:27.499791622161865 Iteration: 188 || Clusters count: 20 || Log posterior: -255975.901407351 || Iter Time:0.024582862854003906 || Total time:27.52437448501587 Loading and distributing data: 0.000540 seconds (128 allocations: 395.930 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -256169.81880088925 || Iter Time:0.029494047164916992 || Total time:27.553868532180786 Iteration: 190 || Clusters count: 20 || Log posterior: -256130.0922389593 || Iter Time:0.02484297752380371 || Total time:27.57871150970459 Iteration: 191 || Clusters count: 20 || Log posterior: -256130.9623189519 || Iter Time:0.028383970260620117 || Total time:27.60709547996521 Iteration: 192 || Clusters count: 20 || Log posterior: -256133.7307775675 || Iter Time:0.024752140045166016 || Total time:27.631847620010376 Iteration: 193 || Clusters count: 20 || Log posterior: -256132.11826540032 || Iter Time:0.024739980697631836 || Total time:27.656587600708008 Iteration: 194 || Clusters count: 20 || Log posterior: -256121.70061850938 || Iter Time:0.029579877853393555 || Total time:27.6861674785614 Iteration: 195 || Clusters count: 20 || Log posterior: -256122.57734610976 || Iter Time:0.02444291114807129 || Total time:27.710610389709473 Iteration: 196 || Clusters count: 20 || Log posterior: -256122.2782922952 || Iter Time:0.028953075408935547 || Total time:27.739563465118408 Iteration: 197 || Clusters count: 20 || Log posterior: -256134.08747050728 || Iter Time:0.0254819393157959 || Total time:27.765045404434204 Iteration: 198 || Clusters count: 20 || Log posterior: -256135.16685483753 || Iter Time:0.0248260498046875 || Total time:27.78987145423889 Iteration: 199 || Clusters count: 20 || Log posterior: -256128.18117714382 || Iter Time:0.029258012771606445 || Total time:27.819129467010498 Iteration: 200 || Clusters count: 20 || Log posterior: -256126.9804202229 || Iter Time:0.024929046630859375 || Total time:27.844058513641357 Iteration: 201 || Clusters count: 20 || Log posterior: -256126.47959397463 || Iter Time:0.029552221298217773 || Total time:27.873610734939575 Iteration: 202 || Clusters count: 20 || Log posterior: -256132.15365812433 || Iter Time:0.025407075881958008 || Total time:27.899017810821533 Iteration: 203 || Clusters count: 20 || Log posterior: -256135.24116249455 || Iter Time:0.025343894958496094 || Total time:27.92436170578003 Iteration: 204 || Clusters count: 20 || Log posterior: -256128.84927603463 || Iter Time:0.03101801872253418 || Total time:27.955379724502563 Iteration: 205 || Clusters count: 20 || Log posterior: -256128.61033713052 || Iter Time:0.026107072830200195 || Total time:27.981486797332764 Iteration: 206 || Clusters count: 20 || Log posterior: -256127.57726492442 || Iter Time:0.03156304359436035 || Total time:28.013049840927124 Iteration: 207 || Clusters count: 20 || Log posterior: -256126.55928898754 || Iter Time:0.02776789665222168 || Total time:28.040817737579346 Iteration: 208 || Clusters count: 20 || Log posterior: -256134.80852029557 || Iter Time:0.026922941207885742 || Total time:28.06774067878723 Iteration: 209 || Clusters count: 20 || Log posterior: -256123.43995126477 || Iter Time:0.028869152069091797 || Total time:28.096609830856323 NMI: 0.7458002598173502 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m25.5s [20924, 54155, 8103, 667, 24047, 83410, 30990, 94933, 32273, 22846, 24082, 4568, 31275, 23556, 97971, 119702, 54924, 172213, 52534, 46827] Loading and distributing data: 0.000183 seconds (128 allocations: 13.117 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7281.537909855166 || Iter Time:4.53309178352356 || Total time:4.53309178352356 Iteration: 1 || Clusters count: 1 || Log posterior: -7281.537909855166 || Iter Time:0.001979827880859375 || Total time:4.535071611404419 Iteration: 2 || Clusters count: 1 || Log posterior: -7281.537909855166 || Iter Time:0.0014300346374511719 || Total time:4.53650164604187 Iteration: 3 || Clusters count: 1 || Log posterior: -7281.537909855166 || Iter Time:0.0013239383697509766 || Total time:4.537825584411621 Iteration: 4 || Clusters count: 1 || Log posterior: -7281.537909855166 || Iter Time:0.0013051033020019531 || Total time:4.539130687713623 Iteration: 5 || Clusters count: 1 || Log posterior: -7281.537909855166 || Iter Time:0.0013010501861572266 || Total time:4.54043173789978 Iteration: 6 || Clusters count: 1 || Log posterior: -7281.537909855166 || Iter Time:0.0014820098876953125 || Total time:4.541913747787476 Iteration: 7 || Clusters count: 1 || Log posterior: -7281.537909855166 || Iter Time:0.0012938976287841797 || Total time:4.54320764541626 Iteration: 8 || Clusters count: 2 || Log posterior: -6994.768226489523 || Iter Time:0.13939404487609863 || Total time:4.682601690292358 Iteration: 9 || Clusters count: 2 || Log posterior: -7006.832501115645 || Iter Time:0.0019769668579101562 || Total time:4.6845786571502686 Iteration: 10 || Clusters count: 2 || Log posterior: -6994.214418784895 || Iter Time:0.001706838607788086 || Total time:4.686285495758057 Iteration: 11 || Clusters count: 2 || Log posterior: -6984.797679502649 || Iter Time:0.0017170906066894531 || Total time:4.688002586364746 Iteration: 12 || Clusters count: 2 || Log posterior: -6992.130310103801 || Iter Time:0.001672983169555664 || Total time:4.689675569534302 Iteration: 13 || Clusters count: 2 || Log posterior: -7003.21218288632 || Iter Time:0.001714944839477539 || Total time:4.691390514373779 Iteration: 14 || Clusters count: 2 || Log posterior: -6992.602368451414 || Iter Time:0.0016379356384277344 || Total time:4.693028450012207 Iteration: 15 || Clusters count: 2 || Log posterior: -7004.664969997788 || Iter Time:0.0015981197357177734 || Total time:4.694626569747925 Iteration: 16 || Clusters count: 2 || Log posterior: -7000.602425381045 || Iter Time:0.0016219615936279297 || Total time:4.696248531341553 Iteration: 17 || Clusters count: 2 || Log posterior: -6979.434200139709 || Iter Time:0.001672983169555664 || Total time:4.697921514511108 Iteration: 18 || Clusters count: 2 || Log posterior: -6983.769191554253 || Iter Time:0.00174713134765625 || Total time:4.699668645858765 Iteration: 19 || Clusters count: 2 || Log posterior: -6988.742398599967 || Iter Time:0.001680135726928711 || Total time:4.701348781585693 Iteration: 20 || Clusters count: 2 || Log posterior: -6992.201563139208 || Iter Time:0.0018100738525390625 || Total time:4.703158855438232 Iteration: 21 || Clusters count: 2 || Log posterior: -6988.66258845469 || Iter Time:0.0017058849334716797 || Total time:4.704864740371704 Iteration: 22 || Clusters count: 2 || Log posterior: -6996.215819049847 || Iter Time:0.001705169677734375 || Total time:4.7065699100494385 Iteration: 23 || Clusters count: 4 || Log posterior: -6801.447756425459 || Iter Time:0.0046100616455078125 || Total time:4.711179971694946 Iteration: 24 || Clusters count: 4 || Log posterior: -6737.702338872472 || Iter Time:0.00232696533203125 || Total time:4.7135069370269775 Iteration: 25 || Clusters count: 4 || Log posterior: -6690.0525569264155 || Iter Time:0.002240896224975586 || Total time:4.715747833251953 Iteration: 26 || Clusters count: 4 || Log posterior: -6637.838784661717 || Iter Time:0.002702951431274414 || Total time:4.7184507846832275 Iteration: 27 || Clusters count: 4 || Log posterior: -6635.328370811443 || Iter Time:0.00273895263671875 || Total time:4.721189737319946 Iteration: 28 || Clusters count: 4 || Log posterior: -6626.8350901287895 || Iter Time:0.002613067626953125 || Total time:4.723802804946899 Iteration: 29 || Clusters count: 4 || Log posterior: -6614.209062651422 || Iter Time:0.0023031234741210938 || Total time:4.7261059284210205 Iteration: 30 || Clusters count: 4 || Log posterior: -6577.355046955955 || Iter Time:1.0923211574554443 || Total time:5.818427085876465 true [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3] [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3] Loading and distributing data: 0.000222 seconds (128 allocations: 13.117 KiB) Iteration: 31 || Clusters count: 4 || Log posterior: -6417.297669693274 || Iter Time:0.027020931243896484 || Total time:5.845448017120361 Iteration: 32 || Clusters count: 4 || Log posterior: -6403.5403722365745 || Iter Time:0.004595041275024414 || Total time:5.850043058395386 Loading and distributing data: 0.000113 seconds (128 allocations: 13.117 KiB) Iteration: 33 || Clusters count: 5 || Log posterior: -5750.350268808295 || Iter Time:0.0033478736877441406 || Total time:5.85339093208313 Iteration: 34 || Clusters count: 5 || Log posterior: -5701.729787008079 || Iter Time:0.004821062088012695 || Total time:5.858211994171143 Loading and distributing data: 0.000116 seconds (128 allocations: 13.117 KiB) Iteration: 35 || Clusters count: 5 || Log posterior: -5527.556815736325 || Iter Time:0.0028438568115234375 || Total time:5.861055850982666 Iteration: 36 || Clusters count: 5 || Log posterior: -5503.22628200749 || Iter Time:0.005110025405883789 || Total time:5.86616587638855 Loading and distributing data: 0.000111 seconds (128 allocations: 13.117 KiB) Iteration: 37 || Clusters count: 5 || Log posterior: -5529.144274526943 || Iter Time:0.0030879974365234375 || Total time:5.869253873825073 Iteration: 38 || Clusters count: 5 || Log posterior: -5516.0450119614425 || Iter Time:0.005738973617553711 || Total time:5.874992847442627 Loading and distributing data: 0.000132 seconds (128 allocations: 13.117 KiB) Iteration: 39 || Clusters count: 5 || Log posterior: -5525.917824541601 || Iter Time:0.0034780502319335938 || Total time:5.8784708976745605 Iteration: 40 || Clusters count: 5 || Log posterior: -5501.242916866226 || Iter Time:0.005388021469116211 || Total time:5.883858919143677 Loading and distributing data: 0.000114 seconds (128 allocations: 13.117 KiB) Iteration: 41 || Clusters count: 5 || Log posterior: -5509.150987067095 || Iter Time:0.0028619766235351562 || Total time:5.886720895767212 Iteration: 42 || Clusters count: 5 || Log posterior: -5487.000624294309 || Iter Time:0.005001068115234375 || Total time:5.891721963882446 Loading and distributing data: 0.000123 seconds (128 allocations: 13.117 KiB) Iteration: 43 || Clusters count: 7 || Log posterior: -5207.521496302101 || Iter Time:0.08269715309143066 || Total time:5.974419116973877 Iteration: 44 || Clusters count: 7 || Log posterior: -5164.877441069359 || Iter Time:0.007230043411254883 || Total time:5.981649160385132 Loading and distributing data: 0.000131 seconds (128 allocations: 13.117 KiB) Iteration: 45 || Clusters count: 7 || Log posterior: -5213.997002033096 || Iter Time:0.0045261383056640625 || Total time:5.986175298690796 Iteration: 46 || Clusters count: 7 || Log posterior: -5196.4657705295 || Iter Time:0.007002115249633789 || Total time:5.99317741394043 Loading and distributing data: 0.000129 seconds (128 allocations: 13.117 KiB) Iteration: 47 || Clusters count: 7 || Log posterior: -5216.182957451777 || Iter Time:0.004438161849975586 || Total time:5.997615575790405 Iteration: 48 || Clusters count: 7 || Log posterior: -5201.655489267056 || Iter Time:0.007578849792480469 || Total time:6.005194425582886 Loading and distributing data: 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Iteration: 750 || Clusters count: 15 || Log posterior: -4396.18604046045 || Iter Time:0.02079296112060547 || Total time:18.179819345474243 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 751 || Clusters count: 15 || Log posterior: -4387.714638277244 || Iter Time:0.016709089279174805 || Total time:18.196528434753418 Iteration: 752 || Clusters count: 15 || Log posterior: -4362.189355967314 || Iter Time:0.02026510238647461 || Total time:18.216793537139893 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 753 || Clusters count: 15 || Log posterior: -4421.63549364875 || Iter Time:0.0175321102142334 || Total time:18.234325647354126 Iteration: 754 || Clusters count: 15 || Log posterior: -4396.8702897491185 || Iter Time:0.021687030792236328 || Total time:18.256012678146362 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 755 || Clusters count: 15 || Log posterior: 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Iteration: 783 || Clusters count: 15 || Log posterior: -4400.657610851408 || Iter Time:0.016430139541625977 || Total time:18.80627727508545 Iteration: 784 || Clusters count: 15 || Log posterior: -4382.642849512867 || Iter Time:0.021669864654541016 || Total time:18.82794713973999 Loading and distributing data: 0.000151 seconds (129 allocations: 13.133 KiB) Iteration: 785 || Clusters count: 15 || Log posterior: -4400.497584376547 || Iter Time:0.016343116760253906 || Total time:18.844290256500244 Iteration: 786 || Clusters count: 15 || Log posterior: -4365.405113821791 || Iter Time:0.02063608169555664 || Total time:18.8649263381958 Loading and distributing data: 0.000134 seconds (129 allocations: 13.133 KiB) Iteration: 787 || Clusters count: 15 || Log posterior: -4429.198127159229 || Iter Time:0.016972064971923828 || Total time:18.881898403167725 Iteration: 788 || Clusters count: 15 || Log posterior: -4381.141984883524 || Iter Time:0.021577119827270508 || Total time:18.903475522994995 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-4392.576490504497 || Iter Time:0.0402069091796875 || Total time:19.033100605010986 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 795 || Clusters count: 16 || Log posterior: -4404.040850331624 || Iter Time:0.015259027481079102 || Total time:19.048359632492065 Iteration: 796 || Clusters count: 15 || Log posterior: -4381.104341771751 || Iter Time:0.019955158233642578 || Total time:19.068314790725708 Loading and distributing data: 0.000145 seconds (129 allocations: 13.133 KiB) Iteration: 797 || Clusters count: 15 || Log posterior: -4396.510348651148 || Iter Time:0.015134096145629883 || Total time:19.083448886871338 Iteration: 798 || Clusters count: 15 || Log posterior: -4375.43401799521 || Iter Time:0.01961207389831543 || Total time:19.103060960769653 Loading and distributing data: 0.000132 seconds (129 allocations: 13.133 KiB) Iteration: 799 || Clusters count: 15 || Log posterior: -4382.639628884581 || Iter Time:0.014990806579589844 || Total 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Log posterior: -4452.558658324187 || Iter Time:0.01729297637939453 || Total time:19.228083848953247 Iteration: 806 || Clusters count: 15 || Log posterior: -4391.441057255582 || Iter Time:0.02047109603881836 || Total time:19.248554944992065 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 807 || Clusters count: 15 || Log posterior: -4422.510119870344 || Iter Time:0.01625514030456543 || Total time:19.26481008529663 Iteration: 808 || Clusters count: 15 || Log posterior: -4384.137769715549 || Iter Time:0.020371198654174805 || Total time:19.285181283950806 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 809 || Clusters count: 15 || Log posterior: -4400.635645744039 || Iter Time:0.015902042388916016 || Total time:19.30108332633972 Iteration: 810 || Clusters count: 15 || Log posterior: -4372.0827844261485 || Iter Time:0.021102190017700195 || Total time:19.322185516357422 Loading and distributing data: 0.000137 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Iteration: 833 || Clusters count: 15 || Log posterior: -4420.3794656006785 || Iter Time:0.015772104263305664 || Total time:19.839781522750854 Iteration: 834 || Clusters count: 15 || Log posterior: -4390.253826088853 || Iter Time:0.021615982055664062 || Total time:19.86139750480652 Loading and distributing data: 0.000137 seconds (129 allocations: 13.133 KiB) Iteration: 835 || Clusters count: 15 || Log posterior: -4405.332793956658 || Iter Time:0.017050981521606445 || Total time:19.878448486328125 Iteration: 836 || Clusters count: 15 || Log posterior: -4378.275096360149 || Iter Time:0.023443937301635742 || Total time:19.90189242362976 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 837 || Clusters count: 15 || Log posterior: -4415.071150249251 || Iter Time:0.01623702049255371 || Total time:19.918129444122314 Iteration: 838 || Clusters count: 15 || Log posterior: -4368.777855788233 || Iter Time:0.021181106567382812 || Total time:19.939310550689697 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Iteration: 900 || Clusters count: 15 || Log posterior: -4347.058302835082 || Iter Time:0.022037982940673828 || Total time:21.163456916809082 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 901 || Clusters count: 15 || Log posterior: -4430.981611127846 || Iter Time:0.016633987426757812 || Total time:21.18009090423584 Iteration: 902 || Clusters count: 15 || Log posterior: -4404.752233643834 || Iter Time:0.02090597152709961 || Total time:21.20099687576294 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 903 || Clusters count: 15 || Log posterior: -4456.675715866404 || Iter Time:0.016911983489990234 || Total time:21.21790885925293 Iteration: 904 || Clusters count: 15 || Log posterior: -4428.6298393523475 || Iter Time:0.02128005027770996 || Total time:21.23918890953064 Loading and distributing data: 0.000139 seconds (129 allocations: 13.133 KiB) Iteration: 905 || Clusters count: 15 || Log posterior: 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Iteration: 950 || Clusters count: 15 || Log posterior: -4330.9152019645335 || Iter Time:0.019770145416259766 || Total time:22.075727701187134 Loading and distributing data: 0.000149 seconds (129 allocations: 13.133 KiB) Iteration: 951 || Clusters count: 15 || Log posterior: -4444.477255222159 || Iter Time:0.014538049697875977 || Total time:22.09026575088501 Iteration: 952 || Clusters count: 15 || Log posterior: -4395.797800815008 || Iter Time:0.01942586898803711 || Total time:22.109691619873047 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 953 || Clusters count: 15 || Log posterior: -4482.973526211653 || Iter Time:0.03618597984313965 || Total time:22.145877599716187 Iteration: 954 || Clusters count: 15 || Log posterior: -4430.852918390325 || Iter Time:0.02139592170715332 || Total time:22.16727352142334 Loading and distributing data: 0.000132 seconds (129 allocations: 13.133 KiB) Iteration: 955 || Clusters count: 16 || Log posterior: 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Iteration: 1215 || Clusters count: 15 || Log posterior: -4470.200796043254 || Iter Time:0.01633286476135254 || Total time:27.14133882522583 Iteration: 1216 || Clusters count: 15 || Log posterior: -4426.957580389206 || Iter Time:0.04274296760559082 || Total time:27.18408179283142 Loading and distributing data: 0.000136 seconds (129 allocations: 13.133 KiB) Iteration: 1217 || Clusters count: 15 || Log posterior: -4415.496908543598 || Iter Time:0.014848947525024414 || Total time:27.198930740356445 Iteration: 1218 || Clusters count: 15 || Log posterior: -4359.4434331578195 || Iter Time:0.01989603042602539 || Total time:27.21882677078247 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1219 || Clusters count: 15 || Log posterior: -4368.138638489671 || Iter Time:0.01621699333190918 || Total time:27.23504376411438 Iteration: 1220 || Clusters count: 15 || Log posterior: -4340.995765794005 || Iter Time:0.0200808048248291 || Total time:27.25512456893921 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Iteration: 1381 || Clusters count: 15 || Log posterior: -4394.00756620469 || Iter Time:0.015099048614501953 || Total time:30.350997924804688 Iteration: 1382 || Clusters count: 15 || Log posterior: -4363.85489706612 || Iter Time:0.02008199691772461 || Total time:30.371079921722412 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1383 || Clusters count: 15 || Log posterior: -4386.607166630687 || Iter Time:0.014588117599487305 || Total time:30.3856680393219 Iteration: 1384 || Clusters count: 15 || Log posterior: -4341.9866057680565 || Iter Time:0.019927978515625 || Total time:30.405596017837524 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 1385 || Clusters count: 15 || Log posterior: -4385.309594313111 || Iter Time:0.014516115188598633 || Total time:30.420112133026123 Iteration: 1386 || Clusters count: 15 || Log posterior: -4342.446410169225 || Iter Time:0.020862817764282227 || Total time:30.440974950790405 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Iteration: 1453 || Clusters count: 15 || Log posterior: -4406.611189145165 || Iter Time:0.016921043395996094 || Total time:31.663004398345947 Iteration: 1454 || Clusters count: 15 || Log posterior: -4381.134698757478 || Iter Time:0.019498109817504883 || Total time:31.682502508163452 Loading and distributing data: 0.000145 seconds (129 allocations: 13.133 KiB) Iteration: 1455 || Clusters count: 15 || Log posterior: -4409.312346489059 || Iter Time:0.0158998966217041 || Total time:31.698402404785156 Iteration: 1456 || Clusters count: 15 || Log posterior: -4379.863600363539 || Iter Time:0.019153833389282227 || Total time:31.71755623817444 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 1457 || Clusters count: 15 || Log posterior: -4416.261968409402 || Iter Time:0.01533198356628418 || Total time:31.732888221740723 Iteration: 1458 || Clusters count: 15 || Log posterior: -4393.187272959876 || Iter Time:0.019881010055541992 || Total 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Iteration: 1475 || Clusters count: 15 || Log posterior: -4410.6039842659175 || Iter Time:0.01602792739868164 || Total time:32.065391540527344 Iteration: 1476 || Clusters count: 15 || Log posterior: -4380.996282006283 || Iter Time:0.021131038665771484 || Total time:32.086522579193115 Loading and distributing data: 0.000141 seconds (129 allocations: 13.133 KiB) Iteration: 1477 || Clusters count: 15 || Log posterior: -4414.139433768992 || Iter Time:0.016102075576782227 || Total time:32.1026246547699 Iteration: 1478 || Clusters count: 15 || Log posterior: -4388.389960206432 || Iter Time:0.021830081939697266 || Total time:32.124454736709595 Loading and distributing data: 0.000140 seconds (129 allocations: 13.133 KiB) Iteration: 1479 || Clusters count: 15 || Log posterior: -4430.3541287272465 || Iter Time:0.01654815673828125 || Total time:32.141002893447876 Iteration: 1480 || Clusters count: 15 || Log posterior: -4388.573389058582 || Iter Time:0.021552085876464844 || Total 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|| Log posterior: -4397.638324970126 || Iter Time:0.019424915313720703 || Total time:32.27303194999695 Loading and distributing data: 0.000135 seconds (129 allocations: 13.133 KiB) Iteration: 1487 || Clusters count: 15 || Log posterior: -4444.6485171494105 || Iter Time:0.01605987548828125 || Total time:32.28909182548523 Iteration: 1488 || Clusters count: 15 || Log posterior: -4407.053276089143 || Iter Time:0.020183801651000977 || Total time:32.30927562713623 Loading and distributing data: 0.000146 seconds (129 allocations: 13.133 KiB) Iteration: 1489 || Clusters count: 15 || Log posterior: -4419.683479716071 || Iter Time:0.01572394371032715 || Total time:32.32499957084656 Iteration: 1490 || Clusters count: 15 || Log posterior: -4393.081177038389 || Iter Time:0.0446321964263916 || Total time:32.36963176727295 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1491 || Clusters count: 15 || Log posterior: -4431.041011583929 || Iter 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Iteration: 1497 || Clusters count: 15 || Log posterior: -4436.603326071593 || Iter Time:0.015022993087768555 || Total time:32.488738775253296 Iteration: 1498 || Clusters count: 15 || Log posterior: -4393.754119051087 || Iter Time:0.01917290687561035 || Total time:32.507911682128906 Loading and distributing data: 0.000146 seconds (129 allocations: 13.133 KiB) Iteration: 1499 || Clusters count: 15 || Log posterior: -4407.078172240125 || Iter Time:0.014963865280151367 || Total time:32.52287554740906 Iteration: 1500 || Clusters count: 15 || Log posterior: -4381.352043529434 || Iter Time:0.0195009708404541 || Total time:32.54237651824951 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 1501 || Clusters count: 15 || Log posterior: -4421.037091066561 || Iter Time:0.01587986946105957 || Total time:32.55825638771057 Iteration: 1502 || Clusters count: 15 || Log posterior: -4376.330271570651 || Iter Time:0.019840002059936523 || Total time:32.57809638977051 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-4386.447860632505 || Iter Time:0.020897865295410156 || Total time:32.684386253356934 Loading and distributing data: 0.000141 seconds (129 allocations: 13.133 KiB) Iteration: 1509 || Clusters count: 15 || Log posterior: -4405.397725328279 || Iter Time:0.014536142349243164 || Total time:32.69892239570618 Iteration: 1510 || Clusters count: 15 || Log posterior: -4379.591940873904 || Iter Time:0.01932382583618164 || Total time:32.71824622154236 Loading and distributing data: 0.000133 seconds (129 allocations: 13.133 KiB) Iteration: 1511 || Clusters count: 15 || Log posterior: -4396.763696461637 || Iter Time:0.016305208206176758 || Total time:32.734551429748535 Iteration: 1512 || Clusters count: 15 || Log posterior: -4362.911963676034 || Iter Time:0.02021622657775879 || Total time:32.754767656326294 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1513 || Clusters count: 15 || Log posterior: -4358.812748993547 || Iter Time:0.015205860137939453 || 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Iteration: 1536 || Clusters count: 15 || Log posterior: -4430.293711106266 || Iter Time:0.02019214630126953 || Total time:33.200077295303345 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1537 || Clusters count: 15 || Log posterior: -4444.394387442881 || Iter Time:0.014987945556640625 || Total time:33.215065240859985 Iteration: 1538 || Clusters count: 15 || Log posterior: -4393.6718253443505 || Iter Time:0.020083904266357422 || Total time:33.23514914512634 Loading and distributing data: 0.000117 seconds (129 allocations: 13.133 KiB) Iteration: 1539 || Clusters count: 15 || Log posterior: -4402.840881930719 || Iter Time:0.015792131423950195 || Total time:33.25094127655029 Iteration: 1540 || Clusters count: 15 || Log posterior: -4384.57171210553 || Iter Time:0.02047896385192871 || Total time:33.27142024040222 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1541 || Clusters count: 15 || Log posterior: 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Iteration: 1569 || Clusters count: 15 || Log posterior: -4376.712186014678 || Iter Time:0.01432490348815918 || Total time:33.79671883583069 Iteration: 1570 || Clusters count: 15 || Log posterior: -4348.837962510257 || Iter Time:0.01939702033996582 || Total time:33.816115856170654 Loading and distributing data: 0.000135 seconds (129 allocations: 13.133 KiB) Iteration: 1571 || Clusters count: 15 || Log posterior: -4459.511027714191 || Iter Time:0.014560937881469727 || Total time:33.830676794052124 Iteration: 1572 || Clusters count: 15 || Log posterior: -4412.862005806469 || Iter Time:0.018982887268066406 || Total time:33.84965968132019 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1573 || Clusters count: 15 || Log posterior: -4405.422193894204 || Iter Time:0.013371944427490234 || Total time:33.86303162574768 Iteration: 1574 || Clusters count: 15 || Log posterior: -4381.247351959344 || Iter Time:0.019519805908203125 || Total 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Iteration: 1707 || Clusters count: 15 || Log posterior: -4414.583442677568 || Iter Time:0.01697993278503418 || Total time:36.42668271064758 Iteration: 1708 || Clusters count: 15 || Log posterior: -4383.22298951953 || Iter Time:0.02272200584411621 || Total time:36.4494047164917 Loading and distributing data: 0.000133 seconds (129 allocations: 13.133 KiB) Iteration: 1709 || Clusters count: 15 || Log posterior: -4409.268257356888 || Iter Time:0.016849994659423828 || Total time:36.46625471115112 Iteration: 1710 || Clusters count: 15 || Log posterior: -4369.227784280733 || Iter Time:0.020431995391845703 || Total time:36.48668670654297 Loading and distributing data: 0.000117 seconds (129 allocations: 13.133 KiB) Iteration: 1711 || Clusters count: 15 || Log posterior: -4373.785745919611 || Iter Time:0.016247987747192383 || Total time:36.50293469429016 Iteration: 1712 || Clusters count: 15 || Log posterior: -4343.036920534753 || Iter Time:0.019591808319091797 || Total time:36.52252650260925 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Iteration: 1779 || Clusters count: 15 || Log posterior: -4397.794192164462 || Iter Time:0.015629053115844727 || Total time:37.768316984176636 Iteration: 1780 || Clusters count: 15 || Log posterior: -4356.075701396012 || Iter Time:0.042948007583618164 || Total time:37.811264991760254 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 1781 || Clusters count: 15 || Log posterior: -4382.769738605787 || Iter Time:0.01487421989440918 || Total time:37.82613921165466 Iteration: 1782 || Clusters count: 15 || Log posterior: -4329.1793121475885 || Iter Time:0.02054286003112793 || Total time:37.84668207168579 Loading and distributing data: 0.000170 seconds (129 allocations: 13.133 KiB) Iteration: 1783 || Clusters count: 15 || Log posterior: -4403.418174473714 || Iter Time:0.016581058502197266 || Total time:37.86326313018799 Iteration: 1784 || Clusters count: 15 || Log posterior: -4336.430438528931 || Iter Time:0.02004098892211914 || Total 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-4363.853444101358 || Iter Time:0.020509004592895508 || Total time:38.4095618724823 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1813 || Clusters count: 15 || Log posterior: -4413.613233131776 || Iter Time:0.014665842056274414 || Total time:38.424227714538574 Iteration: 1814 || Clusters count: 15 || Log posterior: -4364.506614928552 || Iter Time:0.020318031311035156 || Total time:38.44454574584961 Loading and distributing data: 0.000137 seconds (129 allocations: 13.133 KiB) Iteration: 1815 || Clusters count: 15 || Log posterior: -4387.101932978601 || Iter Time:0.015175104141235352 || Total time:38.459720849990845 Iteration: 1816 || Clusters count: 15 || Log posterior: -4361.196941596655 || Iter Time:0.02114415168762207 || Total time:38.48086500167847 Loading and distributing data: 0.000119 seconds (129 allocations: 13.133 KiB) Iteration: 1817 || Clusters count: 15 || Log posterior: -4384.850905076671 || Iter Time:0.014974117279052734 || Total 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Iteration: 1840 || Clusters count: 15 || Log posterior: -4376.249668571556 || Iter Time:0.04410910606384277 || Total time:38.92685580253601 Loading and distributing data: 0.000133 seconds (129 allocations: 13.133 KiB) Iteration: 1841 || Clusters count: 15 || Log posterior: -4397.97072746219 || Iter Time:0.015740156173706055 || Total time:38.94259595870972 Iteration: 1842 || Clusters count: 15 || Log posterior: -4381.696847357263 || Iter Time:0.02040696144104004 || Total time:38.96300292015076 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 1843 || Clusters count: 15 || Log posterior: -4412.876263630745 || Iter Time:0.01587200164794922 || Total time:38.978874921798706 Iteration: 1844 || Clusters count: 15 || Log posterior: -4380.977997595257 || Iter Time:0.019994020462036133 || Total time:38.99886894226074 Loading and distributing data: 0.000138 seconds (129 allocations: 13.133 KiB) Iteration: 1845 || Clusters count: 15 || Log posterior: 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(129 allocations: 13.133 KiB) Iteration: 1851 || Clusters count: 15 || Log posterior: -4384.285760036591 || Iter Time:0.016323089599609375 || Total time:39.12603425979614 Iteration: 1852 || Clusters count: 15 || Log posterior: -4343.585711461139 || Iter Time:0.02070307731628418 || Total time:39.14673733711243 Loading and distributing data: 0.000136 seconds (129 allocations: 13.133 KiB) Iteration: 1853 || Clusters count: 15 || Log posterior: -4401.683617139606 || Iter Time:0.01652383804321289 || Total time:39.16326117515564 Iteration: 1854 || Clusters count: 15 || Log posterior: -4354.328372265443 || Iter Time:0.02025318145751953 || Total time:39.18351435661316 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 1855 || Clusters count: 15 || Log posterior: -4409.556884560985 || Iter Time:0.01665782928466797 || Total time:39.20017218589783 Iteration: 1856 || Clusters count: 15 || Log posterior: -4359.672831523784 || Iter Time:0.021902084350585938 || Total time:39.22207427024841 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1857 || Clusters count: 15 || Log posterior: -4433.595917949713 || Iter Time:0.015962839126586914 || Total time:39.238037109375 Iteration: 1858 || Clusters count: 15 || Log posterior: -4383.140222814516 || Iter Time:0.02130889892578125 || Total time:39.25934600830078 Loading and distributing data: 0.000120 seconds (129 allocations: 13.133 KiB) Iteration: 1859 || Clusters count: 15 || Log posterior: -4389.054116821882 || Iter Time:0.015468120574951172 || Total time:39.27481412887573 Iteration: 1860 || Clusters count: 15 || Log posterior: -4367.516647627549 || Iter Time:0.021202802658081055 || Total time:39.29601693153381 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 1861 || Clusters count: 15 || Log posterior: -4360.038988158151 || Iter Time:0.015928030014038086 || Total time:39.31194496154785 Iteration: 1862 || Clusters count: 15 || Log posterior: -4350.606032033697 || Iter Time:0.02177715301513672 || Total time:39.33372211456299 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1863 || Clusters count: 15 || Log posterior: -4357.683463302147 || Iter Time:0.01566910743713379 || Total time:39.34939122200012 Iteration: 1864 || Clusters count: 15 || Log posterior: -4316.734669345139 || Iter Time:0.020485877990722656 || Total time:39.369877099990845 Loading and distributing data: 0.000145 seconds (129 allocations: 13.133 KiB) Iteration: 1865 || Clusters count: 15 || Log posterior: -4369.899333929613 || Iter Time:0.015668869018554688 || Total time:39.3855459690094 Iteration: 1866 || Clusters count: 15 || Log posterior: -4347.003550892275 || Iter Time:0.020565032958984375 || Total time:39.406111001968384 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 1867 || Clusters count: 15 || Log posterior: -4414.1997786040065 || Iter 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Iteration: 1873 || Clusters count: 15 || Log posterior: -4389.770323687235 || Iter Time:0.015687942504882812 || Total time:39.55815887451172 Iteration: 1874 || Clusters count: 15 || Log posterior: -4370.567407430405 || Iter Time:0.021069049835205078 || Total time:39.579227924346924 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 1875 || Clusters count: 15 || Log posterior: -4414.032969001705 || Iter Time:0.01668405532836914 || Total time:39.59591197967529 Iteration: 1876 || Clusters count: 15 || Log posterior: -4385.000605811952 || Iter Time:0.02013683319091797 || Total time:39.61604881286621 Loading and distributing data: 0.000135 seconds (129 allocations: 13.133 KiB) Iteration: 1877 || Clusters count: 15 || Log posterior: -4365.933758225451 || Iter Time:0.015339851379394531 || Total time:39.631388664245605 Iteration: 1878 || Clusters count: 15 || Log posterior: -4345.801190608737 || Iter Time:0.02094101905822754 || Total time:39.65232968330383 Loading and distributing data: 0.000135 seconds (129 allocations: 13.133 KiB) Iteration: 1879 || Clusters count: 16 || Log posterior: -4401.94625370864 || Iter Time:0.016271114349365234 || Total time:39.6686007976532 Iteration: 1880 || Clusters count: 16 || Log posterior: -4346.897362318184 || Iter Time:0.02090287208557129 || Total time:39.68950366973877 Loading and distributing data: 0.000153 seconds (129 allocations: 13.133 KiB) Iteration: 1881 || Clusters count: 15 || Log posterior: -4304.60243070074 || Iter Time:0.015897035598754883 || Total time:39.705400705337524 Iteration: 1882 || Clusters count: 15 || Log posterior: -4294.177038317258 || Iter Time:0.019200801849365234 || Total time:39.72460150718689 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 1883 || Clusters count: 15 || Log posterior: -4369.60094716816 || Iter Time:0.01548910140991211 || Total time:39.7400906085968 Iteration: 1884 || Clusters count: 15 || Log posterior: -4346.830607228607 || Iter Time:0.018878936767578125 || Total time:39.75896954536438 Loading and distributing data: 0.000120 seconds (129 allocations: 13.133 KiB) Iteration: 1885 || Clusters count: 15 || Log posterior: -4350.685881149337 || Iter Time:0.015049934387207031 || Total time:39.77401947975159 Iteration: 1886 || Clusters count: 15 || Log posterior: -4329.291891198418 || Iter Time:0.01956796646118164 || Total time:39.79358744621277 Loading and distributing data: 0.000134 seconds (129 allocations: 13.133 KiB) Iteration: 1887 || Clusters count: 15 || Log posterior: -4390.003671850859 || Iter Time:0.015452861785888672 || Total time:39.80904030799866 Iteration: 1888 || Clusters count: 15 || Log posterior: -4344.038860120978 || Iter Time:0.020116806030273438 || Total time:39.82915711402893 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1889 || Clusters count: 15 || Log posterior: -4407.13172460394 || Iter Time:0.015902042388916016 || Total time:39.84505915641785 Iteration: 1890 || Clusters count: 15 || Log posterior: -4369.386830169946 || Iter Time:0.021320104598999023 || Total time:39.866379261016846 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 1891 || Clusters count: 15 || Log posterior: -4413.485727665403 || Iter Time:0.01723003387451172 || Total time:39.88360929489136 Iteration: 1892 || Clusters count: 15 || Log posterior: -4383.73726707275 || Iter Time:0.01987004280090332 || Total time:39.90347933769226 Loading and distributing data: 0.000134 seconds (129 allocations: 13.133 KiB) Iteration: 1893 || Clusters count: 15 || Log posterior: -4407.266100642026 || Iter Time:0.015150070190429688 || Total time:39.91862940788269 Iteration: 1894 || Clusters count: 15 || Log posterior: -4374.002427651748 || Iter Time:0.020274877548217773 || Total time:39.93890428543091 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1895 || Clusters count: 15 || Log posterior: -4387.497152594918 || Iter Time:0.015865087509155273 || Total time:39.95476937294006 Iteration: 1896 || Clusters count: 15 || Log posterior: -4349.830430153297 || Iter Time:0.01964092254638672 || Total time:39.97441029548645 Loading and distributing data: 0.000137 seconds (129 allocations: 13.133 KiB) Iteration: 1897 || Clusters count: 15 || Log posterior: -4415.801651105155 || Iter Time:0.014911890029907227 || Total time:39.98932218551636 Iteration: 1898 || Clusters count: 15 || Log posterior: -4388.610729637387 || Iter Time:0.019376039505004883 || Total time:40.00869822502136 Loading and distributing data: 0.000150 seconds (129 allocations: 13.133 KiB) Iteration: 1899 || Clusters count: 15 || Log posterior: -4405.731011334436 || Iter Time:0.015623807907104492 || Total time:40.02432203292847 Iteration: 1900 || Clusters count: 15 || Log posterior: -4382.538368369161 || Iter Time:0.0195159912109375 || Total time:40.043838024139404 Loading and distributing data: 0.000146 seconds (129 allocations: 13.133 KiB) Iteration: 1901 || Clusters count: 15 || Log posterior: -4404.227768967405 || Iter Time:0.018069982528686523 || Total time:40.06190800666809 Iteration: 1902 || Clusters count: 15 || Log posterior: -4372.711426516165 || Iter Time:0.04585695266723633 || Total time:40.10776495933533 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1903 || Clusters count: 15 || Log posterior: -4413.293565130915 || Iter Time:0.015486001968383789 || Total time:40.12325096130371 Iteration: 1904 || Clusters count: 15 || Log posterior: -4390.865405601898 || Iter Time:0.018118858337402344 || Total time:40.14136981964111 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1905 || Clusters count: 15 || Log posterior: -4408.883758401038 || Iter Time:0.013273000717163086 || Total time:40.154642820358276 Iteration: 1906 || Clusters count: 15 || Log posterior: -4373.894056818674 || Iter Time:0.018885135650634766 || Total time:40.17352795600891 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 1907 || Clusters count: 15 || Log posterior: -4438.357246266065 || Iter Time:0.01489400863647461 || Total time:40.188421964645386 Iteration: 1908 || Clusters count: 15 || Log posterior: -4379.113013008676 || Iter Time:0.019104957580566406 || Total time:40.20752692222595 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 1909 || Clusters count: 15 || Log posterior: -4406.598992982345 || Iter Time:0.014354944229125977 || Total time:40.22188186645508 Iteration: 1910 || Clusters count: 15 || Log posterior: -4372.455407553463 || Iter Time:0.018259048461914062 || Total time:40.24014091491699 Loading and distributing data: 0.000115 seconds (129 allocations: 13.133 KiB) Iteration: 1911 || Clusters count: 15 || Log posterior: -4420.637862334666 || Iter Time:0.015556812286376953 || Total time:40.25569772720337 Iteration: 1912 || Clusters count: 15 || Log posterior: -4385.713558562889 || Iter Time:0.021435022354125977 || Total time:40.277132749557495 Loading and distributing data: 0.000141 seconds (129 allocations: 13.133 KiB) Iteration: 1913 || Clusters count: 15 || Log posterior: -4375.918809880845 || Iter Time:0.01737499237060547 || Total time:40.2945077419281 Iteration: 1914 || Clusters count: 15 || Log posterior: -4356.157660720599 || Iter Time:0.021427154541015625 || Total time:40.315934896469116 Loading and distributing data: 0.000132 seconds (129 allocations: 13.133 KiB) Iteration: 1915 || Clusters count: 15 || Log posterior: -4394.676671201912 || Iter Time:0.018014907836914062 || Total time:40.33394980430603 Iteration: 1916 || Clusters count: 15 || Log posterior: -4352.746893955085 || Iter Time:0.02081584930419922 || Total time:40.35476565361023 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1917 || Clusters count: 15 || Log posterior: -4383.043330136272 || Iter Time:0.015377044677734375 || Total time:40.370142698287964 Iteration: 1918 || Clusters count: 15 || Log posterior: -4339.116876650668 || Iter Time:0.01984119415283203 || Total time:40.389983892440796 Loading and distributing data: 0.000113 seconds (129 allocations: 13.133 KiB) Iteration: 1919 || Clusters count: 15 || Log posterior: -4400.20235352475 || Iter Time:0.015652179718017578 || Total time:40.40563607215881 Iteration: 1920 || Clusters count: 15 || Log posterior: -4369.698659591997 || Iter Time:0.020545005798339844 || Total time:40.42618107795715 Loading and distributing data: 0.000114 seconds (129 allocations: 13.133 KiB) Iteration: 1921 || Clusters count: 15 || Log posterior: -4377.237097925903 || Iter Time:0.015609979629516602 || Total time:40.44179105758667 Iteration: 1922 || Clusters count: 15 || Log posterior: -4346.637102947658 || Iter Time:0.021010160446166992 || Total time:40.46280121803284 Loading and distributing data: 0.000133 seconds (129 allocations: 13.133 KiB) Iteration: 1923 || Clusters count: 15 || Log posterior: -4368.343380777329 || Iter Time:0.016218900680541992 || Total time:40.47902011871338 Iteration: 1924 || Clusters count: 15 || Log posterior: -4354.678109979012 || Iter Time:0.020907878875732422 || Total time:40.49992799758911 Loading and distributing data: 0.000139 seconds (129 allocations: 13.133 KiB) Iteration: 1925 || Clusters count: 15 || Log posterior: -4366.198237158026 || Iter Time:0.016450881958007812 || Total time:40.51637887954712 Iteration: 1926 || Clusters count: 15 || Log posterior: -4347.210375266182 || Iter Time:0.019819021224975586 || Total time:40.536197900772095 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1927 || Clusters count: 15 || Log posterior: -4421.889054583906 || Iter Time:0.014880895614624023 || Total time:40.55107879638672 Iteration: 1928 || Clusters count: 15 || Log posterior: -4382.518923143832 || Iter Time:0.01931905746459961 || Total time:40.57039785385132 Loading and distributing data: 0.000113 seconds (129 allocations: 13.133 KiB) Iteration: 1929 || Clusters count: 15 || Log posterior: -4393.088817665981 || Iter Time:0.015028953552246094 || Total time:40.585426807403564 Iteration: 1930 || Clusters count: 15 || Log posterior: -4371.633570580201 || Iter Time:0.020411968231201172 || Total time:40.605838775634766 Loading and distributing data: 0.000136 seconds (129 allocations: 13.133 KiB) Iteration: 1931 || Clusters count: 16 || Log posterior: -4370.706645301201 || Iter Time:0.016050100326538086 || Total time:40.621888875961304 Iteration: 1932 || Clusters count: 15 || Log posterior: -4342.405683475385 || Iter Time:0.04580283164978027 || Total time:40.667691707611084 Loading and distributing data: 0.000147 seconds (129 allocations: 13.133 KiB) Iteration: 1933 || Clusters count: 15 || Log posterior: -4394.049325401394 || Iter Time:0.015275001525878906 || Total time:40.68296670913696 Iteration: 1934 || Clusters count: 15 || Log posterior: -4359.452239707512 || Iter Time:0.01882004737854004 || Total time:40.7017867565155 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 1935 || Clusters count: 15 || Log posterior: -4378.136874147541 || Iter Time:0.01446986198425293 || Total time:40.716256618499756 Iteration: 1936 || Clusters count: 15 || Log posterior: -4358.7823286471175 || Iter Time:0.018668174743652344 || Total time:40.73492479324341 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1937 || Clusters count: 15 || Log posterior: -4378.874927995348 || Iter Time:0.013155937194824219 || Total time:40.74808073043823 Iteration: 1938 || Clusters count: 15 || Log posterior: -4349.46527284067 || Iter Time:0.01870107650756836 || Total time:40.7667818069458 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1939 || Clusters count: 15 || Log posterior: -4393.931692716334 || Iter Time:0.013036012649536133 || Total time:40.77981781959534 Iteration: 1940 || Clusters count: 15 || Log posterior: -4360.824769332268 || Iter Time:0.017943859100341797 || Total time:40.79776167869568 Loading and distributing data: 0.000116 seconds (129 allocations: 13.133 KiB) Iteration: 1941 || Clusters count: 15 || Log posterior: -4376.233902046512 || Iter Time:0.014758825302124023 || Total time:40.8125205039978 Iteration: 1942 || Clusters count: 15 || Log posterior: -4357.314793496758 || Iter Time:0.017935991287231445 || Total time:40.830456495285034 Loading and distributing data: 0.000132 seconds (129 allocations: 13.133 KiB) Iteration: 1943 || Clusters count: 15 || Log posterior: -4447.741583728019 || Iter Time:0.014442920684814453 || Total time:40.84489941596985 Iteration: 1944 || Clusters count: 15 || Log posterior: -4405.784771019336 || Iter Time:0.019299983978271484 || Total time:40.86419939994812 Loading and distributing data: 0.000113 seconds (129 allocations: 13.133 KiB) Iteration: 1945 || Clusters count: 15 || Log posterior: -4457.576373569576 || Iter Time:0.013993024826049805 || Total time:40.87819242477417 Iteration: 1946 || Clusters count: 15 || Log posterior: -4424.264447861123 || Iter Time:0.019443988800048828 || Total time:40.89763641357422 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1947 || Clusters count: 15 || Log posterior: -4458.84507189303 || Iter Time:0.014657020568847656 || Total time:40.912293434143066 Iteration: 1948 || Clusters count: 15 || Log posterior: -4409.950526929098 || Iter Time:0.01874685287475586 || Total time:40.93104028701782 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1949 || Clusters count: 15 || Log posterior: -4406.72932192257 || Iter Time:0.014075040817260742 || Total time:40.94511532783508 Iteration: 1950 || Clusters count: 15 || Log posterior: -4372.516633986102 || Iter Time:0.01871204376220703 || Total time:40.96382737159729 Loading and distributing data: 0.000120 seconds (129 allocations: 13.133 KiB) Iteration: 1951 || Clusters count: 16 || Log posterior: -4407.016000268298 || Iter Time:0.014679908752441406 || Total time:40.97850728034973 Iteration: 1952 || Clusters count: 15 || Log posterior: -4379.884251371949 || Iter Time:0.01971292495727539 || Total time:40.99822020530701 Loading and distributing data: 0.000140 seconds (129 allocations: 13.133 KiB) Iteration: 1953 || Clusters count: 15 || Log posterior: -4405.357721172724 || Iter Time:0.014711856842041016 || Total time:41.01293206214905 Iteration: 1954 || Clusters count: 15 || Log posterior: -4382.549674694907 || Iter Time:0.019860029220581055 || Total time:41.03279209136963 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 1955 || Clusters count: 15 || Log posterior: -4441.109924538775 || Iter Time:0.01500391960144043 || Total time:41.04779601097107 Iteration: 1956 || Clusters count: 15 || Log posterior: -4411.93901541576 || Iter Time:0.019216060638427734 || Total time:41.0670120716095 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1957 || Clusters count: 15 || Log posterior: -4439.660765026961 || Iter Time:0.01481008529663086 || Total time:41.08182215690613 Iteration: 1958 || Clusters count: 15 || Log posterior: -4404.335814234852 || Iter Time:0.020372867584228516 || Total time:41.102195024490356 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 1959 || Clusters count: 15 || Log posterior: -4396.794421838653 || Iter Time:0.014080047607421875 || Total time:41.11627507209778 Iteration: 1960 || Clusters count: 15 || Log posterior: -4364.727467137908 || Iter Time:0.01933598518371582 || Total time:41.135611057281494 Loading and distributing data: 0.000138 seconds (129 allocations: 13.133 KiB) Iteration: 1961 || Clusters count: 15 || Log posterior: -4373.0849304969315 || Iter Time:0.01610589027404785 || Total time:41.15171694755554 Iteration: 1962 || Clusters count: 15 || Log posterior: -4336.579468109744 || Iter Time:0.020267009735107422 || Total time:41.17198395729065 Loading and distributing data: 0.000120 seconds (129 allocations: 13.133 KiB) Iteration: 1963 || Clusters count: 15 || Log posterior: -4417.995208040763 || Iter Time:0.013720989227294922 || Total time:41.185704946517944 Iteration: 1964 || Clusters count: 15 || Log posterior: -4393.302411671925 || Iter Time:0.0191650390625 || Total time:41.204869985580444 Loading and distributing data: 0.000159 seconds (129 allocations: 13.133 KiB) Iteration: 1965 || Clusters count: 15 || Log posterior: -4403.712718460902 || Iter Time:0.03828787803649902 || Total time:41.24315786361694 Iteration: 1966 || Clusters count: 15 || Log posterior: -4373.518688741438 || Iter Time:0.018724918365478516 || Total time:41.26188278198242 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1967 || Clusters count: 15 || Log posterior: -4383.393616028035 || Iter Time:0.014274835586547852 || Total time:41.27615761756897 Iteration: 1968 || Clusters count: 15 || Log posterior: -4352.707341038108 || Iter Time:0.019703149795532227 || Total time:41.2958607673645 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 1969 || Clusters count: 15 || Log posterior: -4415.0390968843085 || Iter Time:0.014394044876098633 || Total time:41.3102548122406 Iteration: 1970 || Clusters count: 15 || Log posterior: -4389.159824568901 || Iter Time:0.019108057022094727 || Total time:41.329362869262695 Loading and distributing data: 0.000147 seconds (129 allocations: 13.133 KiB) Iteration: 1971 || Clusters count: 15 || Log posterior: -4427.4230674212 || Iter Time:0.014496088027954102 || Total time:41.34385895729065 Iteration: 1972 || Clusters count: 15 || Log posterior: -4399.860999964084 || Iter Time:0.018230915069580078 || Total time:41.36208987236023 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 1973 || Clusters count: 15 || Log posterior: -4384.051893606458 || Iter Time:0.014235973358154297 || Total time:41.376325845718384 Iteration: 1974 || Clusters count: 15 || Log posterior: -4354.159980693028 || Iter Time:0.020305871963500977 || Total time:41.396631717681885 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1975 || Clusters count: 15 || Log posterior: -4396.391647539299 || Iter Time:0.01689291000366211 || Total time:41.41352462768555 Iteration: 1976 || Clusters count: 15 || Log posterior: -4359.713415631828 || Iter Time:0.01950693130493164 || Total time:41.43303155899048 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1977 || Clusters count: 15 || Log posterior: -4368.902462690108 || Iter Time:0.015466928482055664 || Total time:41.448498487472534 Iteration: 1978 || Clusters count: 15 || Log posterior: -4338.160226402606 || Iter Time:0.01939702033996582 || Total time:41.4678955078125 Loading and distributing data: 0.000120 seconds (129 allocations: 13.133 KiB) Iteration: 1979 || Clusters count: 15 || Log posterior: -4400.019554553536 || Iter Time:0.01574087142944336 || Total time:41.48363637924194 Iteration: 1980 || Clusters count: 15 || Log posterior: -4368.854346296614 || Iter Time:0.021429061889648438 || Total time:41.50506544113159 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1981 || Clusters count: 15 || Log posterior: -4399.964728949385 || Iter Time:0.016121864318847656 || Total time:41.52118730545044 Iteration: 1982 || Clusters count: 15 || Log posterior: -4379.334735135966 || Iter Time:0.02088189125061035 || Total time:41.54206919670105 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1983 || Clusters count: 15 || Log posterior: -4418.869263662487 || Iter Time:0.015321016311645508 || Total time:41.557390213012695 Iteration: 1984 || Clusters count: 15 || Log posterior: -4387.599433542709 || Iter Time:0.021105051040649414 || Total time:41.578495264053345 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 1985 || Clusters count: 15 || Log posterior: -4407.210979586282 || Iter Time:0.017427921295166016 || Total time:41.59592318534851 Iteration: 1986 || Clusters count: 15 || Log posterior: -4367.856814236044 || Iter Time:0.02148914337158203 || Total time:41.61741232872009 Loading and distributing data: 0.000145 seconds (129 allocations: 13.133 KiB) Iteration: 1987 || Clusters count: 15 || Log posterior: -4399.81143574 || Iter Time:0.015956878662109375 || Total time:41.6333692073822 Iteration: 1988 || Clusters count: 15 || Log posterior: -4375.9133869385005 || Iter Time:0.020412921905517578 || Total time:41.65378212928772 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 1989 || Clusters count: 15 || Log posterior: -4416.499693659494 || Iter Time:0.015192985534667969 || Total time:41.66897511482239 Iteration: 1990 || Clusters count: 15 || Log posterior: -4357.8838076917145 || Iter Time:0.020833969116210938 || Total time:41.6898090839386 Loading and distributing data: 0.000132 seconds (129 allocations: 13.133 KiB) Iteration: 1991 || Clusters count: 15 || Log posterior: -4343.965496967156 || Iter Time:0.016107797622680664 || Total time:41.70591688156128 Iteration: 1992 || Clusters count: 15 || Log posterior: -4331.594883243027 || Iter Time:0.020476102828979492 || Total time:41.72639298439026 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1993 || Clusters count: 15 || Log posterior: -4371.535073247133 || Iter Time:0.015221834182739258 || Total time:41.741614818573 Iteration: 1994 || Clusters count: 15 || Log posterior: -4345.711285418031 || Iter Time:0.021212100982666016 || Total time:41.762826919555664 Loading and distributing data: 0.000141 seconds (129 allocations: 13.133 KiB) Iteration: 1995 || Clusters count: 15 || Log posterior: -4367.752373073354 || Iter Time:0.016475915908813477 || Total time:41.77930283546448 Iteration: 1996 || Clusters count: 15 || Log posterior: -4356.599955626272 || Iter Time:0.04605412483215332 || Total time:41.82535696029663 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1997 || Clusters count: 15 || Log posterior: -4439.749872182706 || Iter Time:0.015819787979125977 || Total time:41.84117674827576 Iteration: 1998 || Clusters count: 15 || Log posterior: -4386.719694629061 || Iter Time:0.020514965057373047 || Total time:41.86169171333313 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1999 || Clusters count: 15 || Log posterior: -4416.245986553306 || Iter Time:0.01599884033203125 || Total time:41.87769055366516 Iteration: 2000 || Clusters count: 15 || Log posterior: -4371.125491237835 || Iter Time:0.020209074020385742 || Total time:41.89789962768555 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 2001 || Clusters count: 15 || Log posterior: -4381.082347717851 || Iter Time:0.01656508445739746 || Total time:41.914464712142944 Iteration: 2002 || Clusters count: 15 || Log posterior: -4331.466758330163 || Iter Time:0.021252155303955078 || Total time:41.9357168674469 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 2003 || Clusters count: 15 || Log posterior: -4312.2581569690865 || Iter Time:0.01663684844970703 || Total time:41.952353715896606 Iteration: 2004 || Clusters count: 15 || Log posterior: -4305.914326453558 || Iter Time:0.021045923233032227 || Total time:41.97339963912964 Loading and distributing data: 0.000148 seconds (129 allocations: 13.133 KiB) Iteration: 2005 || Clusters count: 15 || Log posterior: -4363.318034174596 || Iter Time:0.016562938690185547 || Total time:41.989962577819824 Iteration: 2006 || Clusters count: 15 || Log posterior: -4332.669591968135 || Iter Time:0.02099299430847168 || Total time:42.010955572128296 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 2007 || Clusters count: 16 || Log posterior: -4407.575931448169 || Iter Time:0.01703190803527832 || Total time:42.027987480163574 Iteration: 2008 || Clusters count: 16 || Log posterior: -4358.233753648145 || Iter Time:0.022201061248779297 || Total time:42.05018854141235 Loading and distributing data: 0.000140 seconds (129 allocations: 13.133 KiB) Iteration: 2009 || Clusters count: 16 || Log posterior: -4368.104828769577 || Iter Time:0.016721010208129883 || Total time:42.06690955162048 Iteration: 2010 || Clusters count: 15 || Log posterior: -4348.8489725532445 || Iter Time:0.020865917205810547 || Total time:42.087775468826294 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 2011 || Clusters count: 15 || Log posterior: -4416.377823988653 || Iter Time:0.014741897583007812 || Total time:42.1025173664093 Iteration: 2012 || Clusters count: 15 || Log posterior: -4392.850878521197 || Iter Time:0.018841981887817383 || Total time:42.12135934829712 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 2013 || Clusters count: 15 || Log posterior: -4452.320850938031 || Iter Time:0.01580190658569336 || Total time:42.13716125488281 Iteration: 2014 || Clusters count: 15 || Log posterior: -4416.305579968803 || Iter Time:0.019979000091552734 || Total time:42.157140254974365 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 2015 || Clusters count: 15 || Log posterior: -4452.10626486682 || Iter Time:0.014529943466186523 || Total time:42.17167019844055 Iteration: 2016 || Clusters count: 15 || Log posterior: -4420.172950064181 || Iter Time:0.019891023635864258 || Total time:42.191561222076416 Loading and distributing data: 0.000136 seconds (129 allocations: 13.133 KiB) Iteration: 2017 || Clusters count: 15 || Log posterior: -4456.259670896261 || Iter Time:0.014734029769897461 || Total time:42.20629525184631 Iteration: 2018 || Clusters count: 15 || Log posterior: -4420.142208099544 || Iter Time:0.019128799438476562 || Total time:42.22542405128479 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 2019 || Clusters count: 15 || Log posterior: -4402.974739322428 || Iter Time:0.014155864715576172 || Total time:42.239579916000366 Iteration: 2020 || Clusters count: 15 || Log posterior: -4367.546311219602 || Iter Time:0.019790172576904297 || Total time:42.25937008857727 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 2021 || Clusters count: 15 || Log posterior: -4399.38681138233 || Iter Time:0.015213966369628906 || Total time:42.2745840549469 Iteration: 2022 || Clusters count: 15 || Log posterior: -4358.671955499089 || Iter Time:0.020998001098632812 || Total time:42.29558205604553 Loading and distributing data: 0.000135 seconds (129 allocations: 13.133 KiB) Iteration: 2023 || Clusters count: 15 || Log posterior: -4395.0653822936565 || Iter Time:0.01412820816040039 || Total time:42.30971026420593 Iteration: 2024 || Clusters count: 15 || Log posterior: -4365.588312159864 || Iter Time:0.01978611946105957 || Total time:42.32949638366699 Loading and distributing data: 0.000163 seconds (129 allocations: 13.133 KiB) Iteration: 2025 || Clusters count: 15 || Log posterior: -4397.022806611307 || Iter Time:0.015021085739135742 || Total time:42.34451746940613 Iteration: 2026 || Clusters count: 15 || Log posterior: -4365.500448441074 || Iter Time:0.020488977432250977 || Total time:42.36500644683838 Loading and distributing data: 0.000157 seconds (129 allocations: 13.133 KiB) Iteration: 2027 || Clusters count: 15 || Log posterior: -4414.025942315835 || Iter Time:0.03951907157897949 || Total time:42.40452551841736 Iteration: 2028 || Clusters count: 15 || Log posterior: -4373.437012613749 || Iter Time:0.01958298683166504 || Total time:42.42410850524902 Avg NMI: 0.9366641332359542 Full NMI: 0.9178652450415519 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m29.3s Testing DPMMSubClustersStreaming tests passed Testing completed after 200.59s PkgEval succeeded after 376.73s