Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.1699 (9484a92029*) started at 2026-02-10T20:52:45.806 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 7.59s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.14/Manifest.toml` [1520ce14] + AbstractTrees v0.4.5 [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.9 [31c24e10] + Distributions v0.25.123 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.18.0 [1a297f60] + FillArrays v1.16.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.67 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.27 [bac558e1] + OrderedCollections v1.8.1 ⌃ [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.1 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.16 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.2 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.13.0 [b27032c2] + LibCURL v1.0.0 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.14.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.18.0+0 [e37daf67] + LibGit2_jll v1.9.2+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.12.2 [4536629a] + OpenBLAS_jll v0.3.30+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.5+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.68.0+1 [3f19e933] + p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 4.14s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 2771.8 ms ✓ LogExpFunctions → LogExpFunctionsChainRulesCoreExt 3904.0 ms ✓ StatsBase 6406.9 ms ✓ SpecialFunctions 3706.3 ms ✓ Clustering 1966.8 ms ✓ HypergeometricFunctions 8382.8 ms ✓ KernelFunctions 2441.5 ms ✓ StatsFuns 2724.2 ms ✓ StatsFuns → StatsFunsChainRulesCoreExt 8385.4 ms ✓ Distributions 3350.4 ms ✓ Distributions → DistributionsChainRulesCoreExt 3429.1 ms ✓ Distributions → DistributionsTestExt 8136.0 ms ✓ DPMMSubClustersStreaming 12 dependencies successfully precompiled in 57 seconds. 92 already precompiled. Precompilation completed after 71.47s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_lukzra/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.123 [ec8451be] KernelFunctions v0.10.67 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_lukzra/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.123 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.18.0 [1a297f60] FillArrays v1.16.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.67 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.27 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.1 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.16 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.2 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.13.0 [b27032c2] LibCURL v1.0.0 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.14.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.18.0+0 [e37daf67] LibGit2_jll v1.9.2+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.12.2 [4536629a] OpenBLAS_jll v0.3.30+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.5+0 [efcefdf7] PCRE2_jll v10.47.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.68.0+1 [3f19e933] p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Loading and distributing data: 2.560319 seconds (948.28 k allocations: 59.536 MiB, 99.81% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233174.16298629093 || Iter Time:13.065528869628906 || Total time:13.065528869628906 Iteration: 1 || Clusters count: 1 || Log posterior: -233174.16298629093 || Iter Time:0.004086971282958984 || Total time:13.069615840911865 Iteration: 2 || Clusters count: 1 || Log posterior: -233174.16298629093 || Iter Time:0.0036699771881103516 || Total time:13.073285818099976 Iteration: 3 || Clusters count: 1 || Log posterior: -233174.16298629093 || Iter Time:0.003587007522583008 || Total time:13.076872825622559 Iteration: 4 || Clusters count: 1 || Log posterior: -233174.16298629093 || Iter Time:0.0036139488220214844 || Total time:13.08048677444458 Iteration: 5 || Clusters count: 1 || Log posterior: -233174.16298629093 || Iter Time:0.011228084564208984 || Total time:13.091714859008789 Iteration: 6 || Clusters count: 1 || Log posterior: -233174.16298629093 || Iter Time:0.0036139488220214844 || Total time:13.09532880783081 Iteration: 7 || Clusters count: 1 || Log posterior: -233174.16298629093 || Iter Time:0.003593921661376953 || Total time:13.098922729492188 Iteration: 8 || Clusters count: 1 || Log posterior: -233174.16298629093 || Iter Time:0.003728151321411133 || Total time:13.102650880813599 Iteration: 9 || Clusters count: 1 || Log posterior: -233174.16298629093 || Iter Time:0.004071950912475586 || Total time:13.106722831726074 Iteration: 10 || Clusters count: 1 || Log posterior: -233174.16298629093 || Iter Time:0.004121065139770508 || Total time:13.110843896865845 Iteration: 11 || Clusters count: 1 || Log posterior: -233174.16298629093 || Iter Time:0.0040738582611083984 || Total time:13.114917755126953 Iteration: 12 || Clusters count: 1 || Log posterior: -233174.16298629093 || Iter Time:0.004155158996582031 || Total time:13.119072914123535 Iteration: 13 || Clusters count: 2 || Log posterior: -232941.00858615327 || Iter Time:2.642343044281006 || Total time:15.761415958404541 Iteration: 14 || Clusters count: 2 || Log posterior: -232957.5884683479 || Iter Time:0.004292964935302734 || Total time:15.765708923339844 Iteration: 15 || Clusters count: 2 || Log posterior: -232926.87759782566 || Iter Time:0.004045009613037109 || Total time:15.76975393295288 Iteration: 16 || Clusters count: 2 || Log posterior: -232933.2092228955 || Iter Time:0.004005908966064453 || Total time:15.773759841918945 Iteration: 17 || Clusters count: 2 || Log posterior: -232918.03661458293 || Iter Time:0.004042863845825195 || Total time:15.77780270576477 Iteration: 18 || Clusters count: 2 || Log posterior: -232898.32033437927 || Iter Time:0.003976106643676758 || Total time:15.781778812408447 Iteration: 19 || Clusters count: 2 || Log posterior: -232912.0082630088 || Iter Time:0.003918170928955078 || Total time:15.785696983337402 Iteration: 20 || Clusters count: 2 || Log posterior: -232819.88227672657 || Iter Time:1.0716559886932373 || Total time:16.85735297203064 Loading and distributing data: 0.000643 seconds (141 allocations: 396.023 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233058.75382739466 || Iter Time:0.021673917770385742 || Total time:16.879026889801025 Iteration: 22 || Clusters count: 2 || Log posterior: -233041.08329647215 || Iter Time:0.0038938522338867188 || Total time:16.882920742034912 Iteration: 23 || Clusters count: 2 || Log posterior: -233028.77860897215 || Iter Time:0.0036802291870117188 || Total time:16.886600971221924 Iteration: 24 || Clusters count: 2 || Log posterior: -233009.5395296773 || Iter Time:0.003679990768432617 || Total time:16.890280961990356 Iteration: 25 || Clusters count: 2 || Log posterior: -233024.32809313695 || Iter Time:0.003582000732421875 || Total time:16.89386296272278 Iteration: 26 || Clusters count: 2 || Log posterior: -233020.01251024942 || Iter Time:0.003565073013305664 || Total time:16.897428035736084 Iteration: 27 || Clusters count: 2 || Log posterior: -233047.01840185517 || Iter Time:0.0035490989685058594 || Total time:16.90097713470459 Iteration: 28 || Clusters count: 3 || Log posterior: -232727.37743886412 || Iter Time:0.004876136779785156 || Total time:16.905853271484375 Iteration: 29 || Clusters count: 3 || Log posterior: -232581.08331909066 || Iter Time:0.005131959915161133 || Total time:16.910985231399536 Iteration: 30 || Clusters count: 4 || Log posterior: -232483.3526878942 || Iter Time:0.006640911102294922 || Total time:16.91762614250183 Iteration: 31 || Clusters count: 4 || Log posterior: -232383.13973781772 || Iter Time:0.0053730010986328125 || Total time:16.922999143600464 Iteration: 32 || Clusters count: 4 || Log posterior: -232323.64725564266 || Iter Time:0.005288839340209961 || Total time:16.928287982940674 Iteration: 33 || Clusters count: 4 || Log posterior: -232312.39010339326 || Iter Time:0.005335092544555664 || Total time:16.93362307548523 Iteration: 34 || Clusters count: 4 || Log posterior: -232285.6449535985 || Iter Time:0.00527191162109375 || Total time:16.938894987106323 Iteration: 35 || Clusters count: 4 || Log posterior: -232280.3381879275 || Iter Time:0.005410909652709961 || Total time:16.944305896759033 Iteration: 36 || Clusters count: 4 || Log posterior: -232271.44963864546 || Iter Time:0.006518840789794922 || Total time:16.950824737548828 Iteration: 37 || Clusters count: 4 || Log posterior: -232268.92048248704 || Iter Time:0.006637096405029297 || Total time:16.957461833953857 Iteration: 38 || Clusters count: 4 || Log posterior: -232225.40645803727 || Iter Time:0.006315946578979492 || Total time:16.963777780532837 Iteration: 39 || Clusters count: 4 || Log posterior: -232287.62041826468 || Iter Time:0.006555080413818359 || Total time:16.970332860946655 Iteration: 40 || Clusters count: 4 || Log posterior: -232271.18403340952 || Iter Time:0.00672602653503418 || Total time:16.97705888748169 Iteration: 41 || Clusters count: 4 || Log posterior: -232167.95264823257 || Iter Time:0.006350040435791016 || Total time:16.98340892791748 Loading and distributing data: 0.000473 seconds (141 allocations: 396.023 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262502.8448314495 || Iter Time:0.004611968994140625 || Total time:16.98802089691162 Iteration: 43 || Clusters count: 5 || Log posterior: -262196.8620585473 || Iter Time:0.0059659481048583984 || Total time:16.99398684501648 Iteration: 44 || Clusters count: 5 || Log posterior: -262065.40302165493 || Iter Time:0.005897045135498047 || Total time:16.999883890151978 Iteration: 45 || Clusters count: 5 || Log posterior: -262093.2425481664 || Iter Time:0.006463050842285156 || Total time:17.006346940994263 Iteration: 46 || Clusters count: 5 || Log posterior: -262093.63244295094 || Iter Time:0.0061528682708740234 || Total time:17.012499809265137 Iteration: 47 || Clusters count: 5 || Log posterior: -262080.06272885215 || Iter Time:0.0054628849029541016 || Total time:17.01796269416809 Iteration: 48 || Clusters count: 5 || Log posterior: -262119.74004119684 || Iter Time:0.005591154098510742 || Total time:17.0235538482666 Iteration: 49 || Clusters count: 5 || Log posterior: -262075.84313362776 || Iter Time:0.006439924240112305 || Total time:17.029993772506714 Iteration: 50 || Clusters count: 5 || Log posterior: -262070.43631299233 || Iter Time:0.00622105598449707 || Total time:17.03621482849121 Iteration: 51 || Clusters count: 5 || Log posterior: -262059.79522112568 || Iter Time:0.0060842037200927734 || Total time:17.042299032211304 Iteration: 52 || Clusters count: 5 || Log posterior: -262088.91860820822 || Iter Time:0.005566120147705078 || Total time:17.04786515235901 Iteration: 53 || Clusters count: 6 || Log posterior: -261543.955923044 || Iter Time:0.006829977035522461 || Total time:17.05469512939453 Iteration: 54 || Clusters count: 6 || Log posterior: -261499.4919255025 || Iter Time:0.0060961246490478516 || Total time:17.06079125404358 Iteration: 55 || Clusters count: 6 || Log posterior: -261468.85896814708 || Iter Time:0.006718873977661133 || Total time:17.06751012802124 Iteration: 56 || Clusters count: 6 || Log posterior: -261477.8522150793 || Iter Time:0.0369410514831543 || Total time:17.104451179504395 Iteration: 57 || Clusters count: 7 || Log posterior: -261254.08818725272 || Iter Time:0.0055730342864990234 || Total time:17.110024213790894 Iteration: 58 || Clusters count: 7 || Log posterior: -261164.6558802246 || Iter Time:0.0054340362548828125 || Total time:17.115458250045776 Iteration: 59 || Clusters count: 7 || Log posterior: -261151.7227446542 || Iter Time:0.501446008682251 || Total time:17.616904258728027 Iteration: 60 || Clusters count: 7 || Log posterior: -261162.42222403584 || Iter Time:0.0059969425201416016 || Total time:17.62290120124817 Iteration: 61 || Clusters count: 8 || Log posterior: -260857.16617259654 || Iter Time:0.006207942962646484 || Total time:17.629109144210815 Iteration: 62 || Clusters count: 8 || Log posterior: -260696.34082112566 || Iter Time:0.005229949951171875 || Total time:17.634339094161987 Loading and distributing data: 0.000411 seconds (141 allocations: 396.023 KiB) Iteration: 63 || Clusters count: 9 || Log posterior: -260184.54425877467 || Iter Time:0.006175994873046875 || Total time:17.640515089035034 Iteration: 64 || Clusters count: 9 || Log posterior: -259994.42314204262 || Iter Time:0.005375862121582031 || Total time:17.645890951156616 Iteration: 65 || Clusters count: 9 || Log posterior: -259976.87255424913 || Iter Time:0.005409955978393555 || Total time:17.65130090713501 Iteration: 66 || Clusters count: 9 || Log posterior: -259936.67013210547 || Iter Time:0.0053408145904541016 || Total time:17.656641721725464 Iteration: 67 || Clusters count: 9 || Log posterior: -259899.00658483256 || Iter Time:0.005259037017822266 || Total time:17.661900758743286 Iteration: 68 || Clusters count: 11 || Log posterior: -259458.31129381337 || Iter Time:0.006645917892456055 || Total time:17.668546676635742 Iteration: 69 || Clusters count: 11 || Log posterior: -259370.60058444797 || Iter Time:0.01503300666809082 || Total time:17.683579683303833 Iteration: 70 || Clusters count: 11 || Log posterior: -259329.44039422553 || Iter Time:0.005782127380371094 || Total time:17.689361810684204 Iteration: 71 || Clusters count: 11 || Log posterior: -259349.6247466758 || Iter Time:0.005753040313720703 || Total time:17.695114850997925 Iteration: 72 || Clusters count: 13 || Log posterior: -258758.6824052739 || Iter Time:0.008885860443115234 || Total time:17.70400071144104 Iteration: 73 || Clusters count: 13 || Log posterior: -258648.59219212874 || Iter Time:0.008550167083740234 || Total time:17.71255087852478 Iteration: 74 || Clusters count: 13 || Log posterior: -258642.44406819702 || Iter Time:0.00872492790222168 || Total time:17.721275806427002 Iteration: 75 || Clusters count: 13 || Log posterior: -258635.86517524897 || Iter Time:0.02432703971862793 || Total time:17.74560284614563 Iteration: 76 || Clusters count: 14 || Log posterior: -258577.41848142113 || Iter Time:0.0071430206298828125 || Total time:17.752745866775513 Iteration: 77 || Clusters count: 14 || Log posterior: -258560.55380103207 || Iter Time:0.007573843002319336 || Total time:17.760319709777832 Iteration: 78 || Clusters count: 14 || Log posterior: -258556.64285465144 || Iter Time:0.007110118865966797 || Total time:17.7674298286438 Iteration: 79 || Clusters count: 15 || Log posterior: -258291.81350739708 || Iter Time:0.008025884628295898 || Total time:17.775455713272095 Iteration: 80 || Clusters count: 15 || Log posterior: -258262.25611387368 || Iter Time:0.009158134460449219 || Total time:17.784613847732544 Iteration: 81 || Clusters count: 15 || Log posterior: -258251.433731773 || Iter Time:0.008642911911010742 || Total time:17.793256759643555 Iteration: 82 || Clusters count: 15 || Log posterior: -258245.11383646211 || Iter Time:0.007213115692138672 || Total time:17.800469875335693 Iteration: 83 || Clusters count: 15 || Log posterior: -258227.99688882867 || Iter Time:0.0073969364166259766 || Total time:17.80786681175232 Loading and distributing data: 0.000425 seconds (141 allocations: 396.023 KiB) Iteration: 84 || Clusters count: 17 || Log posterior: -257183.154975923 || Iter Time:0.00867009162902832 || Total time:17.816536903381348 Iteration: 85 || Clusters count: 17 || Log posterior: -256973.5213698188 || Iter Time:0.007729053497314453 || Total time:17.824265956878662 Iteration: 86 || Clusters count: 17 || Log posterior: -256959.5478975479 || Iter Time:0.007658958435058594 || Total time:17.83192491531372 Iteration: 87 || Clusters count: 18 || Log posterior: -256734.36584293985 || Iter Time:0.02038097381591797 || Total time:17.85230588912964 Iteration: 88 || Clusters count: 18 || Log posterior: -256724.42267774275 || Iter Time:0.009386062622070312 || Total time:17.86169195175171 Iteration: 89 || Clusters count: 18 || Log posterior: -256722.20445426163 || Iter Time:0.008768081665039062 || Total time:17.870460033416748 Iteration: 90 || Clusters count: 18 || Log posterior: -256718.06631167582 || Iter Time:0.008728981018066406 || Total time:17.879189014434814 Iteration: 91 || Clusters count: 18 || Log posterior: -256724.70147763015 || Iter Time:0.009205102920532227 || Total time:17.888394117355347 Iteration: 92 || Clusters count: 18 || Log posterior: -256716.78535818163 || Iter Time:0.012959003448486328 || Total time:17.901353120803833 Iteration: 93 || Clusters count: 18 || Log posterior: -256722.5631038643 || Iter Time:0.012871026992797852 || Total time:17.91422414779663 Iteration: 94 || Clusters count: 19 || Log posterior: -256326.21997944487 || Iter Time:0.01409292221069336 || Total time:17.928317070007324 Iteration: 95 || Clusters count: 20 || Log posterior: -255886.29972714317 || Iter Time:0.020921945571899414 || Total time:17.949239015579224 Iteration: 96 || Clusters count: 20 || Log posterior: -255876.04774636982 || Iter Time:0.014381170272827148 || Total time:17.96362018585205 Iteration: 97 || Clusters count: 20 || Log posterior: -255881.71894266724 || Iter Time:0.01435995101928711 || Total time:17.977980136871338 Iteration: 98 || Clusters count: 20 || Log posterior: -255870.24120278176 || Iter Time:0.01426386833190918 || Total time:17.992244005203247 Iteration: 99 || Clusters count: 20 || Log posterior: -255863.6036600636 || Iter Time:0.017418861389160156 || Total time:18.009662866592407 Iteration: 100 || Clusters count: 20 || Log posterior: -255862.1043997806 || Iter Time:0.017492055892944336 || Total time:18.02715492248535 Iteration: 101 || Clusters count: 20 || Log posterior: -255859.39357461224 || Iter Time:0.022989988327026367 || Total time:18.050144910812378 Iteration: 102 || Clusters count: 20 || Log posterior: -255868.80856908427 || Iter Time:0.01856088638305664 || Total time:18.068705797195435 Iteration: 103 || Clusters count: 20 || Log posterior: -255865.8409601217 || Iter Time:0.019941091537475586 || Total time:18.08864688873291 Iteration: 104 || Clusters count: 20 || Log posterior: -255860.89283489526 || Iter Time:0.018278121948242188 || Total time:18.106925010681152 Loading and distributing data: 0.000665 seconds (141 allocations: 396.023 KiB) Iteration: 105 || Clusters count: 20 || Log posterior: -255676.51283536872 || Iter Time:0.02374410629272461 || Total time:18.130669116973877 Iteration: 106 || Clusters count: 20 || Log posterior: -255668.60407266524 || Iter Time:0.017994165420532227 || Total time:18.14866328239441 Iteration: 107 || Clusters count: 20 || Log posterior: -255654.61806769698 || Iter Time:0.015443086624145508 || Total time:18.164106369018555 Iteration: 108 || Clusters count: 20 || Log posterior: -255657.73248533945 || Iter Time:0.014021873474121094 || Total time:18.178128242492676 Iteration: 109 || Clusters count: 20 || Log posterior: -255656.84930937272 || Iter Time:0.01875591278076172 || Total 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posterior: -255922.01609951552 || Iter Time:0.01604485511779785 || Total time:18.565633296966553 Iteration: 131 || Clusters count: 20 || Log posterior: -255935.49885686208 || Iter Time:0.01943802833557129 || Total time:18.585071325302124 Iteration: 132 || Clusters count: 20 || Log posterior: -255932.72680840877 || Iter Time:0.016283035278320312 || Total time:18.601354360580444 Iteration: 133 || Clusters count: 20 || Log posterior: -255928.7700932109 || Iter Time:0.016117095947265625 || Total time:18.61747145652771 Iteration: 134 || Clusters count: 20 || Log posterior: -255837.1954473858 || Iter Time:0.01966714859008789 || Total time:18.637138605117798 Iteration: 135 || Clusters count: 20 || Log posterior: -255836.24979588785 || Iter Time:0.015983104705810547 || Total time:18.65312170982361 Iteration: 136 || Clusters count: 20 || Log posterior: -255839.08152841433 || Iter Time:0.015368938446044922 || Total time:18.668490648269653 Iteration: 137 || Clusters count: 20 || Log posterior: -255832.27820292758 || Iter Time:0.015631914138793945 || Total time:18.684122562408447 Iteration: 138 || Clusters count: 20 || Log posterior: -255835.4437139729 || Iter Time:0.019910812377929688 || Total time:18.704033374786377 Iteration: 139 || Clusters count: 20 || Log posterior: -255845.71523598258 || Iter Time:0.015990018844604492 || Total time:18.72002339363098 Iteration: 140 || Clusters count: 20 || Log posterior: -255834.53653068075 || Iter Time:0.015952110290527344 || Total time:18.73597550392151 Iteration: 141 || Clusters count: 20 || Log posterior: -255849.53249378552 || Iter Time:0.01963496208190918 || Total time:18.755610466003418 Iteration: 142 || Clusters count: 20 || Log posterior: -255841.44940626645 || Iter Time:0.016018152236938477 || Total time:18.771628618240356 Iteration: 143 || Clusters count: 20 || Log posterior: -255838.227751676 || Iter Time:0.015510082244873047 || Total time:18.78713870048523 Iteration: 144 || Clusters count: 20 || Log posterior: -255847.68427387014 || Iter Time:0.020201921463012695 || Total time:18.807340621948242 Iteration: 145 || Clusters count: 20 || Log posterior: -255844.19606190443 || Iter Time:0.01646590232849121 || Total time:18.823806524276733 Iteration: 146 || Clusters count: 20 || Log posterior: -255830.64180723295 || Iter Time:0.017045021057128906 || Total time:18.840851545333862 Loading and distributing data: 0.000407 seconds (141 allocations: 396.023 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255783.5235632223 || Iter Time:0.019963979721069336 || Total time:18.86081552505493 Iteration: 148 || Clusters count: 20 || Log posterior: -255770.24947071203 || Iter Time:0.01779794692993164 || Total time:18.878613471984863 Iteration: 149 || Clusters count: 20 || Log posterior: -255753.6205213968 || Iter Time:0.016714096069335938 || Total time:18.8953275680542 Iteration: 150 || Clusters count: 20 || Log posterior: -255750.49235257885 || Iter Time:0.016305923461914062 || Total 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-255725.079747646 || Iter Time:0.01508784294128418 || Total time:19.293585538864136 Iteration: 172 || Clusters count: 20 || Log posterior: -255721.25089775494 || Iter Time:0.014937162399291992 || Total time:19.308522701263428 Iteration: 173 || Clusters count: 20 || Log posterior: -255726.22262994957 || Iter Time:0.015772104263305664 || Total time:19.324294805526733 Iteration: 174 || Clusters count: 20 || Log posterior: -255721.5578853928 || Iter Time:0.020112991333007812 || Total time:19.34440779685974 Iteration: 175 || Clusters count: 20 || Log posterior: -255722.23244149372 || Iter Time:0.016128063201904297 || Total time:19.360535860061646 Iteration: 176 || Clusters count: 20 || Log posterior: -255723.55661201917 || Iter Time:0.015357017517089844 || Total time:19.375892877578735 Iteration: 177 || Clusters count: 20 || Log posterior: -255722.23244149372 || Iter Time:0.018683910369873047 || Total time:19.39457678794861 Iteration: 178 || Clusters count: 20 || Log posterior: -255733.92915479266 || Iter Time:0.015336036682128906 || Total time:19.409912824630737 Iteration: 179 || Clusters count: 20 || Log posterior: -255723.36899321742 || Iter Time:0.017746925354003906 || Total time:19.42765974998474 Iteration: 180 || Clusters count: 20 || Log posterior: -255725.3715564709 || Iter Time:0.027248859405517578 || Total time:19.45490860939026 Iteration: 181 || Clusters count: 20 || Log posterior: -255722.51426892082 || Iter Time:0.015861034393310547 || Total time:19.47076964378357 Iteration: 182 || Clusters count: 20 || Log posterior: -255732.61554986707 || Iter Time:0.014611005783081055 || Total time:19.48538064956665 Iteration: 183 || Clusters count: 20 || Log posterior: -255718.03490938392 || Iter Time:0.016201019287109375 || Total time:19.50158166885376 Iteration: 184 || Clusters count: 20 || Log posterior: -255726.88639470722 || Iter Time:0.020475149154663086 || Total time:19.522056818008423 Iteration: 185 || Clusters count: 20 || Log posterior: -255661.4050557783 || Iter Time:0.016194820404052734 || Total time:19.538251638412476 Iteration: 186 || Clusters count: 20 || Log posterior: -255663.73375558507 || Iter Time:0.015578985214233398 || Total time:19.55383062362671 Iteration: 187 || Clusters count: 20 || Log posterior: -255660.0124776533 || Iter Time:0.01971292495727539 || Total time:19.573543548583984 Iteration: 188 || Clusters count: 20 || Log posterior: -255660.0124776533 || Iter Time:0.014951944351196289 || Total time:19.58849549293518 Loading and distributing data: 0.000411 seconds (141 allocations: 396.023 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255682.4858536842 || Iter Time:0.015061140060424805 || Total time:19.603556632995605 Iteration: 190 || Clusters count: 20 || Log posterior: -255638.26050222924 || Iter Time:0.017282962799072266 || Total time:19.620839595794678 Iteration: 191 || Clusters count: 20 || Log posterior: -255624.58477956313 || Iter Time:0.01433706283569336 || Total time:19.63517665863037 Iteration: 192 || Clusters count: 20 || Log posterior: -255620.87834738032 || Iter Time:0.013994932174682617 || Total time:19.649171590805054 Iteration: 193 || Clusters count: 20 || Log posterior: -255633.25305786773 || Iter Time:0.013944149017333984 || Total time:19.663115739822388 Iteration: 194 || Clusters count: 20 || Log posterior: -255630.36079008365 || Iter Time:0.018119096755981445 || Total time:19.68123483657837 Iteration: 195 || Clusters count: 20 || Log posterior: -255628.46809792955 || Iter Time:0.014068126678466797 || Total time:19.695302963256836 Iteration: 196 || Clusters count: 20 || Log posterior: -255626.390258699 || Iter Time:0.014129877090454102 || Total time:19.70943284034729 Iteration: 197 || Clusters count: 20 || Log posterior: -255630.5248080556 || Iter Time:0.017316102981567383 || Total time:19.726748943328857 Iteration: 198 || Clusters count: 20 || Log posterior: -255621.88634905912 || Iter Time:0.014383077621459961 || Total time:19.741132020950317 Iteration: 199 || Clusters count: 20 || Log posterior: -255625.43983297935 || Iter Time:0.014081954956054688 || Total time:19.755213975906372 Iteration: 200 || Clusters count: 20 || Log posterior: -255631.49964589806 || Iter Time:0.014169931411743164 || Total time:19.769383907318115 Iteration: 201 || Clusters count: 20 || Log posterior: -255631.71515391604 || Iter Time:0.018665075302124023 || Total time:19.78804898262024 Iteration: 202 || Clusters count: 20 || Log posterior: -255628.65160727923 || Iter Time:0.014607906341552734 || Total time:19.802656888961792 Iteration: 203 || Clusters count: 20 || Log posterior: -255623.6312194891 || Iter Time:0.014487028121948242 || Total time:19.81714391708374 Iteration: 204 || Clusters count: 20 || Log posterior: -255622.85546936592 || Iter Time:0.02063298225402832 || Total time:19.83777689933777 Iteration: 205 || Clusters count: 20 || Log posterior: -255627.37153365836 || Iter Time:0.01650094985961914 || Total time:19.854277849197388 Iteration: 206 || Clusters count: 20 || Log posterior: -255633.46319266348 || Iter Time:0.016158103942871094 || Total time:19.87043595314026 Iteration: 207 || Clusters count: 20 || Log posterior: -255632.49022727174 || Iter Time:0.07362103462219238 || Total time:19.94405698776245 Iteration: 208 || Clusters count: 20 || Log posterior: -255635.8830160397 || Iter Time:0.01630997657775879 || Total time:19.96036696434021 Iteration: 209 || Clusters count: 20 || Log posterior: -255623.06529863007 || Iter Time:0.015269994735717773 || Total time:19.975636959075928 NMI: 0.821373227138101 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m03.8s [37318, 13790, 157966, 29296, 7913, 29708, 34649, 27030, 30174, 57525, 54270, 25716, 117740, 30383, 104468, 84653, 89413, 30040, 18889, 19059] Loading and distributing data: 0.000562 seconds (141 allocations: 13.211 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: 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Iteration: 697 || Clusters count: 13 || Log posterior: -3736.0351303767056 || Iter Time:0.007636070251464844 || Total time:14.530091047286987 Iteration: 698 || Clusters count: 13 || Log posterior: -3681.705244845697 || Iter Time:0.019659996032714844 || Total time:14.549751043319702 Loading and distributing data: 0.000158 seconds (141 allocations: 13.211 KiB) Iteration: 699 || Clusters count: 13 || Log posterior: -3794.070051397772 || Iter Time:0.007754087448120117 || Total time:14.557505130767822 Iteration: 700 || Clusters count: 13 || Log posterior: -3717.7247098315083 || Iter Time:0.019549846649169922 || Total time:14.577054977416992 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 701 || Clusters count: 13 || Log posterior: -3714.2303899314484 || Iter Time:0.007733821868896484 || Total time:14.584788799285889 Iteration: 702 || Clusters count: 13 || Log posterior: -3678.6956164317994 || Iter Time:0.01951289176940918 || Total 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Iteration: 741 || Clusters count: 13 || Log posterior: -3653.4536558387904 || Iter Time:0.007692813873291016 || Total time:15.159156322479248 Iteration: 742 || Clusters count: 13 || Log posterior: -3627.326439256258 || Iter Time:0.01981186866760254 || Total time:15.17896819114685 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 743 || Clusters count: 13 || Log posterior: -3713.2195302611854 || Iter Time:0.007852792739868164 || Total time:15.186820983886719 Iteration: 744 || Clusters count: 13 || Log posterior: -3673.835163970859 || Iter Time:0.019752025604248047 || Total time:15.206573009490967 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 745 || Clusters count: 13 || Log posterior: -3731.4639855482365 || Iter Time:0.0077190399169921875 || Total time:15.214292049407959 Iteration: 746 || Clusters count: 13 || Log posterior: -3694.3759934622913 || Iter Time:0.020804882049560547 || Total 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Iteration: 763 || Clusters count: 13 || Log posterior: -3676.4999125460263 || Iter Time:0.008203983306884766 || Total time:15.575031042098999 Iteration: 764 || Clusters count: 13 || Log posterior: -3634.8639343232303 || Iter Time:0.019336938858032227 || Total time:15.594367980957031 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 765 || Clusters count: 13 || Log posterior: -3710.8502180465316 || Iter Time:0.0074748992919921875 || Total time:15.601842880249023 Iteration: 766 || Clusters count: 13 || Log posterior: -3674.139748311009 || Iter Time:0.0195770263671875 || Total time:15.621419906616211 Loading and distributing data: 0.000158 seconds (141 allocations: 13.211 KiB) Iteration: 767 || Clusters count: 13 || Log posterior: -3709.1321072605306 || Iter Time:0.007970094680786133 || Total time:15.629390001296997 Iteration: 768 || Clusters count: 13 || Log posterior: -3685.7660340804346 || Iter Time:0.019522905349731445 || Total 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Iteration: 785 || Clusters count: 13 || Log posterior: -3724.1713029848192 || Iter Time:0.007241010665893555 || Total time:15.874668836593628 Iteration: 786 || Clusters count: 13 || Log posterior: -3684.9168118053676 || Iter Time:0.019762039184570312 || Total time:15.894430875778198 Loading and distributing data: 0.000158 seconds (141 allocations: 13.211 KiB) Iteration: 787 || Clusters count: 13 || Log posterior: -3691.786488035903 || Iter Time:0.007346153259277344 || Total time:15.901777029037476 Iteration: 788 || Clusters count: 13 || Log posterior: -3628.103403720216 || Iter Time:0.019835948944091797 || Total time:15.921612977981567 Loading and distributing data: 0.000160 seconds (141 allocations: 13.211 KiB) Iteration: 789 || Clusters count: 13 || Log posterior: -3676.8068403125762 || Iter Time:0.007646083831787109 || Total time:15.929259061813354 Iteration: 790 || Clusters count: 13 || Log posterior: -3646.8823214137733 || Iter Time:0.019769906997680664 || Total 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Log posterior: -3712.0153116642864 || Iter Time:0.019711971282958984 || Total time:16.053911685943604 Loading and distributing data: 0.000160 seconds (141 allocations: 13.211 KiB) Iteration: 797 || Clusters count: 13 || Log posterior: -3748.869175775789 || Iter Time:0.007743120193481445 || Total time:16.061654806137085 Iteration: 798 || Clusters count: 13 || Log posterior: -3708.2131176166677 || Iter Time:0.01968216896057129 || Total time:16.081336975097656 Loading and distributing data: 0.000147 seconds (141 allocations: 13.211 KiB) Iteration: 799 || Clusters count: 13 || Log posterior: -3737.62287103758 || Iter Time:0.007894039154052734 || Total time:16.08923101425171 Iteration: 800 || Clusters count: 13 || Log posterior: -3686.042138540149 || Iter Time:0.021950960159301758 || Total time:16.11118197441101 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 801 || Clusters count: 13 || Log posterior: -3711.606007170834 || Iter 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Iteration: 807 || Clusters count: 13 || Log posterior: -3766.353693838734 || Iter Time:0.007795095443725586 || Total time:16.202832460403442 Iteration: 808 || Clusters count: 13 || Log posterior: -3724.481619322045 || Iter Time:0.020250797271728516 || Total time:16.22308325767517 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 809 || Clusters count: 13 || Log posterior: -3738.22825654221 || Iter Time:0.008948087692260742 || Total time:16.23203134536743 Iteration: 810 || Clusters count: 13 || Log posterior: -3696.0495777767974 || Iter Time:0.020133018493652344 || Total time:16.252164363861084 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 811 || Clusters count: 13 || Log posterior: -3673.458826393962 || Iter Time:0.007710933685302734 || Total time:16.259875297546387 Iteration: 812 || Clusters count: 13 || Log posterior: -3643.6927683259464 || Iter Time:0.019806861877441406 || Total time:16.279682159423828 Loading and distributing data: 0.000142 seconds (141 allocations: 13.211 KiB) Iteration: 813 || Clusters count: 13 || Log posterior: -3697.457917779911 || Iter Time:0.008038043975830078 || Total time:16.287720203399658 Iteration: 814 || Clusters count: 13 || Log posterior: -3648.6492261426642 || Iter Time:0.02003192901611328 || Total time:16.30775213241577 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 815 || Clusters count: 13 || Log posterior: -3737.67244603506 || Iter Time:0.008462190628051758 || Total time:16.316214323043823 Iteration: 816 || Clusters count: 13 || Log posterior: -3695.947635694863 || Iter Time:0.019733905792236328 || Total time:16.33594822883606 Loading and distributing data: 0.000158 seconds (141 allocations: 13.211 KiB) Iteration: 817 || Clusters count: 13 || Log posterior: -3736.639744457934 || Iter Time:0.007840871810913086 || Total time:16.343789100646973 Iteration: 818 || Clusters count: 13 || Log posterior: 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Iteration: 951 || Clusters count: 13 || Log posterior: -3750.852569560717 || Iter Time:0.007847070693969727 || Total time:18.3157799243927 Iteration: 952 || Clusters count: 13 || Log posterior: -3698.4395298204995 || Iter Time:0.019748210906982422 || Total time:18.335528135299683 Loading and distributing data: 0.000157 seconds (141 allocations: 13.211 KiB) Iteration: 953 || Clusters count: 13 || Log posterior: -3700.785605255539 || Iter Time:0.008159875869750977 || Total time:18.343688011169434 Iteration: 954 || Clusters count: 13 || Log posterior: -3661.5359277518633 || Iter Time:0.01947307586669922 || Total time:18.363161087036133 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 955 || Clusters count: 13 || Log posterior: -3705.040676259649 || Iter Time:0.008602142333984375 || Total time:18.371763229370117 Iteration: 956 || Clusters count: 13 || Log posterior: -3664.3603606304305 || Iter Time:0.019840002059936523 || Total 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Iteration: 973 || Clusters count: 13 || Log posterior: -3679.299194027923 || Iter Time:0.009207010269165039 || Total time:18.62630867958069 Iteration: 974 || Clusters count: 13 || Log posterior: -3638.8570208836127 || Iter Time:0.04335618019104004 || Total time:18.66966485977173 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 975 || Clusters count: 13 || Log posterior: -3642.3271480471076 || Iter Time:0.008028984069824219 || Total time:18.677693843841553 Iteration: 976 || Clusters count: 13 || Log posterior: -3613.3069988170982 || Iter Time:0.020314931869506836 || Total time:18.69800877571106 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 977 || Clusters count: 13 || Log posterior: -3657.1798204640254 || Iter Time:0.008867025375366211 || Total time:18.706875801086426 Iteration: 978 || Clusters count: 13 || Log posterior: -3614.6319777068284 || Iter Time:0.019816160202026367 || Total 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-3661.346741877304 || Iter Time:0.021127939224243164 || Total time:25.65146803855896 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1381 || Clusters count: 13 || Log posterior: -3687.3798579247027 || Iter Time:0.008861064910888672 || Total time:25.66032910346985 Iteration: 1382 || Clusters count: 13 || Log posterior: -3644.2717174125 || Iter Time:0.021670103073120117 || Total time:25.68199920654297 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1383 || Clusters count: 13 || Log posterior: -3667.276087795204 || Iter Time:0.009429931640625 || Total time:25.691429138183594 Iteration: 1384 || Clusters count: 13 || Log posterior: -3630.3521698578415 || Iter Time:0.021049976348876953 || Total time:25.71247911453247 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1385 || Clusters count: 13 || Log posterior: -3648.208476923752 || Iter Time:0.009418964385986328 || Total 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-3655.848621892863 || Iter Time:0.046536922454833984 || Total time:26.00978398323059 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1403 || Clusters count: 13 || Log posterior: -3643.721238853749 || Iter Time:0.009231090545654297 || Total time:26.019015073776245 Iteration: 1404 || Clusters count: 13 || Log posterior: -3611.632347230568 || Iter Time:0.021679162979125977 || Total time:26.04069423675537 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1405 || Clusters count: 13 || Log posterior: -3598.8693354418956 || Iter Time:0.010054826736450195 || Total time:26.05074906349182 Iteration: 1406 || Clusters count: 13 || Log posterior: -3566.245784145318 || Iter Time:0.021138906478881836 || Total time:26.071887969970703 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1407 || Clusters count: 13 || Log posterior: -3669.3754618959906 || Iter Time:0.008645057678222656 || 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-3681.5752070000294 || Iter Time:0.020258188247680664 || Total time:26.34189224243164 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1425 || Clusters count: 13 || Log posterior: -3710.470557820435 || Iter Time:0.00810694694519043 || Total time:26.34999918937683 Iteration: 1426 || Clusters count: 13 || Log posterior: -3664.3578106471646 || Iter Time:0.020109891891479492 || Total time:26.37010908126831 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1427 || Clusters count: 13 || Log posterior: -3653.5841231775585 || Iter Time:0.008270978927612305 || Total time:26.378380060195923 Iteration: 1428 || Clusters count: 13 || Log posterior: -3638.6472174298297 || Iter Time:0.019635915756225586 || Total time:26.39801597595215 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1429 || Clusters count: 13 || Log posterior: -3727.6306459110283 || Iter Time:0.008022069931030273 || 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-3653.607856121743 || Iter Time:0.0204770565032959 || Total time:26.686216592788696 Loading and distributing data: 0.000139 seconds (141 allocations: 13.211 KiB) Iteration: 1447 || Clusters count: 13 || Log posterior: -3701.48571806341 || Iter Time:0.008678913116455078 || Total time:26.69489550590515 Iteration: 1448 || Clusters count: 13 || Log posterior: -3662.030032304644 || Iter Time:0.020277023315429688 || Total time:26.71517252922058 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1449 || Clusters count: 13 || Log posterior: -3663.7348255710563 || Iter Time:0.008756875991821289 || Total time:26.723929405212402 Iteration: 1450 || Clusters count: 13 || Log posterior: -3640.2104998501486 || Iter Time:0.021064043045043945 || Total time:26.744993448257446 Loading and distributing data: 0.000161 seconds (141 allocations: 13.211 KiB) Iteration: 1451 || Clusters count: 13 || Log posterior: -3637.291566781715 || Iter Time:0.008860111236572266 || 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Clusters count: 13 || Log posterior: -3729.7269074490036 || Iter Time:0.008652925491333008 || Total time:26.84513545036316 Iteration: 1458 || Clusters count: 13 || Log posterior: -3688.0281655107465 || Iter Time:0.02096104621887207 || Total time:26.86609649658203 Loading and distributing data: 0.000162 seconds (141 allocations: 13.211 KiB) Iteration: 1459 || Clusters count: 13 || Log posterior: -3757.8908652699843 || Iter Time:0.009267091751098633 || Total time:26.87536358833313 Iteration: 1460 || Clusters count: 13 || Log posterior: -3699.664660271539 || Iter Time:0.02087998390197754 || Total time:26.896243572235107 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1461 || Clusters count: 13 || Log posterior: -3712.758955437619 || Iter Time:0.009643077850341797 || Total time:26.90588665008545 Iteration: 1462 || Clusters count: 13 || Log posterior: -3670.7426635831666 || Iter Time:0.02144002914428711 || Total time:26.927326679229736 Loading and 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-3605.33944111529 || Iter Time:0.02117300033569336 || Total time:27.043058395385742 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1469 || Clusters count: 13 || Log posterior: -3658.6409154658195 || Iter Time:0.009009838104248047 || Total time:27.05206823348999 Iteration: 1470 || Clusters count: 13 || Log posterior: -3642.734855856399 || Iter Time:0.019832134246826172 || Total time:27.071900367736816 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1471 || Clusters count: 13 || Log posterior: -3759.71305070373 || Iter Time:0.009006977081298828 || Total time:27.080907344818115 Iteration: 1472 || Clusters count: 13 || Log posterior: -3700.4750802863446 || Iter Time:0.020605087280273438 || Total time:27.10151243209839 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1473 || Clusters count: 13 || Log posterior: -3728.1561771061683 || Iter Time:0.008878946304321289 || 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-3694.4282677890046 || Iter Time:0.01998305320739746 || Total time:27.360878229141235 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1491 || Clusters count: 13 || Log posterior: -3712.333737611692 || Iter Time:0.008990049362182617 || Total time:27.369868278503418 Iteration: 1492 || Clusters count: 13 || Log posterior: -3660.5128105166564 || Iter Time:0.02097797393798828 || Total time:27.390846252441406 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1493 || Clusters count: 13 || Log posterior: -3696.1022311580855 || Iter Time:0.008957147598266602 || Total time:27.399803400039673 Iteration: 1494 || Clusters count: 13 || Log posterior: -3660.9977447667443 || Iter Time:0.04428696632385254 || Total time:27.444090366363525 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1495 || Clusters count: 13 || Log posterior: -3782.4921975399243 || Iter Time:0.008444070816040039 || Total time:27.452534437179565 Iteration: 1496 || Clusters count: 13 || Log posterior: -3731.4868536519543 || Iter Time:0.020383834838867188 || Total time:27.472918272018433 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1497 || Clusters count: 13 || Log posterior: -3707.4850384034776 || Iter Time:0.008402109146118164 || Total time:27.48132038116455 Iteration: 1498 || Clusters count: 13 || Log posterior: -3671.8393492163764 || Iter Time:0.019891977310180664 || Total time:27.50121235847473 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1499 || Clusters count: 13 || Log posterior: -3682.004780537271 || Iter Time:0.00849294662475586 || Total time:27.509705305099487 Iteration: 1500 || Clusters count: 13 || Log posterior: -3650.242683352906 || Iter Time:0.020985841751098633 || Total time:27.530691146850586 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1501 || 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-3657.6182090069697 || Iter Time:0.019858121871948242 || Total time:28.03435230255127 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 1535 || Clusters count: 13 || Log posterior: -3751.4268304756847 || Iter Time:0.008111000061035156 || Total time:28.042463302612305 Iteration: 1536 || Clusters count: 13 || Log posterior: -3705.7206892124123 || Iter Time:0.01976490020751953 || Total time:28.062228202819824 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1537 || Clusters count: 13 || Log posterior: -3729.6746120532384 || Iter Time:0.00802302360534668 || Total time:28.07025122642517 Iteration: 1538 || Clusters count: 13 || Log posterior: -3680.275655319764 || Iter Time:0.019012928009033203 || Total time:28.089264154434204 Loading and distributing data: 0.000155 seconds (141 allocations: 13.211 KiB) Iteration: 1539 || Clusters count: 13 || Log posterior: -3755.4053912976387 || Iter Time:0.008227109909057617 || 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-3671.652528394901 || Iter Time:0.01939082145690918 || Total time:28.336233615875244 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1557 || Clusters count: 13 || Log posterior: -3684.2019033745787 || Iter Time:0.029982805252075195 || Total time:28.36621642112732 Iteration: 1558 || Clusters count: 13 || Log posterior: -3652.1279162698966 || Iter Time:0.01966714859008789 || Total time:28.385883569717407 Loading and distributing data: 0.000159 seconds (141 allocations: 13.211 KiB) Iteration: 1559 || Clusters count: 13 || Log posterior: -3702.30419048553 || Iter Time:0.007628917694091797 || Total time:28.3935124874115 Iteration: 1560 || Clusters count: 13 || Log posterior: -3671.3539259138793 || Iter Time:0.019795894622802734 || Total time:28.4133083820343 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 1561 || Clusters count: 13 || Log posterior: -3692.6148057857035 || Iter Time:0.007815122604370117 || 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-3654.832821556071 || Iter Time:0.019613981246948242 || Total time:29.315144300460815 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 1623 || Clusters count: 13 || Log posterior: -3638.0445080017485 || Iter Time:0.007838010787963867 || Total time:29.32298231124878 Iteration: 1624 || Clusters count: 13 || Log posterior: -3600.9345600388497 || Iter Time:0.019659042358398438 || Total time:29.342641353607178 Loading and distributing data: 0.000160 seconds (141 allocations: 13.211 KiB) Iteration: 1625 || Clusters count: 13 || Log posterior: -3695.623574928731 || Iter Time:0.007767915725708008 || Total time:29.350409269332886 Iteration: 1626 || Clusters count: 13 || Log posterior: -3652.4525725772114 || Iter Time:0.019398212432861328 || Total time:29.369807481765747 Loading and distributing data: 0.000156 seconds (141 allocations: 13.211 KiB) Iteration: 1627 || Clusters count: 13 || Log posterior: -3704.5765996182263 || Iter Time:0.007827043533325195 || Total time:29.377634525299072 Iteration: 1628 || Clusters count: 13 || Log posterior: -3655.267249540018 || Iter Time:0.019472837448120117 || Total time:29.397107362747192 Loading and distributing data: 0.000151 seconds (141 allocations: 13.211 KiB) Iteration: 1629 || Clusters count: 13 || Log posterior: -3713.0596382699787 || Iter Time:0.00805807113647461 || Total time:29.405165433883667 Iteration: 1630 || Clusters count: 13 || Log posterior: -3675.053599102337 || Iter Time:0.01953291893005371 || Total time:29.42469835281372 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 1631 || Clusters count: 13 || Log posterior: -3694.549011861043 || Iter Time:0.00781702995300293 || Total time:29.432515382766724 Iteration: 1632 || Clusters count: 13 || Log posterior: -3641.5454359322807 || Iter Time:0.019708871841430664 || Total time:29.452224254608154 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1633 || 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-3612.123869791985 || Iter Time:0.01991105079650879 || Total time:29.618261337280273 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1645 || Clusters count: 13 || Log posterior: -3674.3253226399856 || Iter Time:0.007845878601074219 || Total time:29.626107215881348 Iteration: 1646 || Clusters count: 13 || Log posterior: -3639.3256589891075 || Iter Time:0.020308971405029297 || Total time:29.646416187286377 Loading and distributing data: 0.000161 seconds (141 allocations: 13.211 KiB) Iteration: 1647 || Clusters count: 13 || Log posterior: -3727.9866368165585 || Iter Time:0.00805211067199707 || Total time:29.654468297958374 Iteration: 1648 || Clusters count: 13 || Log posterior: -3680.790724662091 || Iter Time:0.020249128341674805 || Total time:29.67471742630005 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1649 || Clusters count: 13 || Log posterior: -3660.9236948877106 || Iter Time:0.007965087890625 || 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-3668.6442730700287 || Iter Time:0.019515037536621094 || Total time:29.94698190689087 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1667 || Clusters count: 13 || Log posterior: -3708.4730340852607 || Iter Time:0.007639169692993164 || Total time:29.954621076583862 Iteration: 1668 || Clusters count: 13 || Log posterior: -3684.850353523718 || Iter Time:0.01985001564025879 || Total time:29.97447109222412 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1669 || Clusters count: 13 || Log posterior: -3734.8442880588677 || Iter Time:0.00786900520324707 || Total time:29.982340097427368 Iteration: 1670 || Clusters count: 13 || Log posterior: -3708.341667665122 || Iter Time:0.019730091094970703 || Total time:30.00207018852234 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 1671 || Clusters count: 13 || Log posterior: -3677.191817110219 || Iter Time:0.00776219367980957 || 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-3696.5239036255994 || Iter Time:0.01981496810913086 || Total time:30.280444383621216 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1689 || Clusters count: 13 || Log posterior: -3714.5271594936844 || Iter Time:0.007960081100463867 || Total time:30.28840446472168 Iteration: 1690 || Clusters count: 13 || Log posterior: -3675.219922982919 || Iter Time:0.019862890243530273 || Total time:30.30826735496521 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1691 || Clusters count: 13 || Log posterior: -3683.5515688148853 || Iter Time:0.008136987686157227 || Total time:30.316404342651367 Iteration: 1692 || Clusters count: 13 || Log posterior: -3646.5682437697637 || Iter Time:0.02018594741821289 || Total time:30.33659029006958 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1693 || Clusters count: 13 || Log posterior: -3631.9948623426467 || Iter Time:0.00885915756225586 || 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Clusters count: 13 || Log posterior: -3701.3004710600144 || Iter Time:0.007890939712524414 || Total time:30.4293212890625 Iteration: 1700 || Clusters count: 13 || Log posterior: -3650.9642292934227 || Iter Time:0.019611835479736328 || Total time:30.448933124542236 Loading and distributing data: 0.000156 seconds (141 allocations: 13.211 KiB) Iteration: 1701 || Clusters count: 13 || Log posterior: -3667.8429585815475 || Iter Time:0.007910966873168945 || Total time:30.456844091415405 Iteration: 1702 || Clusters count: 13 || Log posterior: -3635.6712927249732 || Iter Time:0.019566059112548828 || Total time:30.476410150527954 Loading and distributing data: 0.000140 seconds (141 allocations: 13.211 KiB) Iteration: 1703 || Clusters count: 13 || Log posterior: -3739.0357024075133 || Iter Time:0.007569074630737305 || Total time:30.48397922515869 Iteration: 1704 || Clusters count: 13 || Log posterior: -3702.2427043164284 || Iter Time:0.01964402198791504 || Total time:30.503623247146606 Loading 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-3602.6947948789903 || Iter Time:0.019810914993286133 || Total time:30.981788873672485 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1733 || Clusters count: 13 || Log posterior: -3651.2107812437384 || Iter Time:0.008920907974243164 || Total time:30.99070978164673 Iteration: 1734 || Clusters count: 13 || Log posterior: -3635.51549675954 || Iter Time:0.021706104278564453 || Total time:31.012415885925293 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1735 || Clusters count: 13 || Log posterior: -3672.488348177386 || Iter Time:0.008362054824829102 || Total time:31.020777940750122 Iteration: 1736 || Clusters count: 13 || Log posterior: -3651.2879236840763 || Iter Time:0.019398927688598633 || Total time:31.04017686843872 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1737 || Clusters count: 13 || Log posterior: -3724.0693685192055 || Iter Time:0.008430004119873047 || 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|| Log posterior: -3665.4701563439176 || Iter Time:0.009207963943481445 || Total time:32.21864461898804 Iteration: 1788 || Clusters count: 13 || Log posterior: -3624.003215113703 || Iter Time:0.025064945220947266 || Total time:32.243709564208984 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1789 || Clusters count: 13 || Log posterior: -3703.598848046873 || Iter Time:0.00937795639038086 || Total time:32.253087520599365 Iteration: 1790 || Clusters count: 13 || Log posterior: -3645.741685303651 || Iter Time:0.024487018585205078 || Total time:32.27757453918457 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1791 || Clusters count: 13 || Log posterior: -3631.557475275281 || Iter Time:0.009306907653808594 || Total time:32.28688144683838 Iteration: 1792 || Clusters count: 13 || Log posterior: -3601.5221904276677 || Iter Time:0.02429795265197754 || Total time:32.311179399490356 Loading and distributing data: 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Iteration: 1804 || Clusters count: 13 || Log posterior: -3729.1132277111647 || Iter Time:0.024605989456176758 || Total time:32.514957427978516 Loading and distributing data: 0.000157 seconds (141 allocations: 13.211 KiB) Iteration: 1805 || Clusters count: 13 || Log posterior: -3768.3283409475434 || Iter Time:0.011745929718017578 || Total time:32.52670335769653 Iteration: 1806 || Clusters count: 13 || Log posterior: -3728.865521649109 || Iter Time:0.02554488182067871 || Total time:32.55224823951721 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1807 || Clusters count: 13 || Log posterior: -3734.5893544994274 || Iter Time:0.009759187698364258 || Total time:32.562007427215576 Iteration: 1808 || Clusters count: 13 || Log posterior: -3686.8666185355305 || Iter Time:0.024693965911865234 || Total time:32.58670139312744 Loading and distributing data: 0.000158 seconds (141 allocations: 13.211 KiB) Iteration: 1809 || Clusters count: 13 || Log posterior: -3667.1471549859307 || Iter Time:0.00991511344909668 || Total time:32.59661650657654 Iteration: 1810 || Clusters count: 13 || Log posterior: -3653.3637951112837 || Iter Time:0.02540302276611328 || Total time:32.62201952934265 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1811 || Clusters count: 13 || Log posterior: -3659.667856462957 || Iter Time:0.009799003601074219 || Total time:32.631818532943726 Iteration: 1812 || Clusters count: 13 || Log posterior: -3632.4113350471516 || Iter Time:0.025446176528930664 || Total time:32.657264709472656 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1813 || Clusters count: 13 || Log posterior: -3729.3408977574486 || Iter Time:0.010290861129760742 || Total time:32.66755557060242 Iteration: 1814 || Clusters count: 13 || Log posterior: -3686.3405565684725 || Iter Time:0.024633169174194336 || Total time:32.69218873977661 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1815 || Clusters count: 13 || Log posterior: -3753.744728081585 || Iter Time:0.009838104248046875 || Total time:32.70202684402466 Iteration: 1816 || Clusters count: 13 || Log posterior: -3701.2791165197773 || Iter Time:0.08872485160827637 || Total time:32.790751695632935 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1817 || Clusters count: 13 || Log posterior: -3692.5532489914604 || Iter Time:0.008605003356933594 || Total time:32.79935669898987 Iteration: 1818 || Clusters count: 13 || Log posterior: -3642.4219065759244 || Iter Time:0.020186901092529297 || Total time:32.8195436000824 Loading and distributing data: 0.000154 seconds (141 allocations: 13.211 KiB) Iteration: 1819 || Clusters count: 13 || Log posterior: -3644.4298264509184 || Iter Time:0.008252859115600586 || Total time:32.827796459198 Iteration: 1820 || Clusters count: 13 || Log posterior: -3622.480539537645 || Iter Time:0.02037215232849121 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Clusters count: 13 || Log posterior: -3706.843308766501 || Iter Time:0.020946025848388672 || Total time:32.93545055389404 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1827 || Clusters count: 13 || Log posterior: -3736.3873414077484 || Iter Time:0.00847005844116211 || Total time:32.943920612335205 Iteration: 1828 || Clusters count: 13 || Log posterior: -3694.907060135461 || Iter Time:0.02015995979309082 || Total time:32.964080572128296 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1829 || Clusters count: 13 || Log posterior: -3737.8199316358823 || Iter Time:0.008131980895996094 || Total time:32.97221255302429 Iteration: 1830 || Clusters count: 13 || Log posterior: -3693.277052502274 || Iter Time:0.020674943923950195 || Total time:32.99288749694824 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1831 || Clusters count: 13 || Log posterior: -3730.5957995360604 || Iter Time:0.008449792861938477 || Total time:33.00133728981018 Iteration: 1832 || Clusters count: 13 || Log posterior: -3705.7565491845776 || Iter Time:0.02128291130065918 || Total time:33.02262020111084 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1833 || Clusters count: 13 || Log posterior: -3739.705026028693 || Iter Time:0.008593082427978516 || Total time:33.03121328353882 Iteration: 1834 || Clusters count: 13 || Log posterior: -3713.8902872812146 || Iter Time:0.020550966262817383 || Total time:33.051764249801636 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1835 || Clusters count: 13 || Log posterior: -3698.9716963484325 || Iter Time:0.008511781692504883 || Total time:33.06027603149414 Iteration: 1836 || Clusters count: 13 || Log posterior: -3658.1185858568538 || Iter Time:0.020740985870361328 || Total time:33.0810170173645 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1837 || Clusters count: 13 || Log posterior: -3697.914960337278 || Iter Time:0.008716106414794922 || Total time:33.0897331237793 Iteration: 1838 || Clusters count: 13 || Log posterior: -3661.264522822639 || Iter Time:0.03557896614074707 || Total time:33.125312089920044 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1839 || Clusters count: 13 || Log posterior: -3701.0733328035703 || Iter Time:0.010974884033203125 || Total time:33.13628697395325 Iteration: 1840 || Clusters count: 13 || Log posterior: -3648.6944142831367 || Iter Time:0.02009105682373047 || Total time:33.15637803077698 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1841 || Clusters count: 13 || Log posterior: -3689.037837572383 || Iter Time:0.008842945098876953 || Total time:33.165220975875854 Iteration: 1842 || Clusters count: 13 || Log posterior: -3647.042776878782 || Iter Time:0.01993417739868164 || Total time:33.185155153274536 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 1843 || Clusters count: 13 || Log posterior: -3694.8115967699464 || Iter Time:0.0086669921875 || Total time:33.193822145462036 Iteration: 1844 || Clusters count: 13 || Log posterior: -3652.221714042552 || Iter Time:0.019817113876342773 || Total time:33.21363925933838 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 1845 || Clusters count: 13 || Log posterior: -3666.8308901561136 || Iter Time:0.008589982986450195 || Total time:33.22222924232483 Iteration: 1846 || Clusters count: 13 || Log posterior: -3639.648321791189 || Iter Time:0.020316123962402344 || Total time:33.24254536628723 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1847 || Clusters count: 13 || Log posterior: -3759.3485586925844 || Iter Time:0.008253097534179688 || Total time:33.25079846382141 Iteration: 1848 || Clusters count: 13 || Log posterior: -3707.0995380108984 || Iter Time:0.019990921020507812 || Total time:33.27078938484192 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1849 || Clusters count: 13 || Log posterior: -3704.475876678975 || Iter Time:0.00795602798461914 || Total time:33.27874541282654 Iteration: 1850 || Clusters count: 13 || Log posterior: -3665.9397847174655 || Iter Time:0.02001500129699707 || Total time:33.298760414123535 Loading and distributing data: 0.000160 seconds (141 allocations: 13.211 KiB) Iteration: 1851 || Clusters count: 13 || Log posterior: -3670.7965448124614 || Iter Time:0.008021831512451172 || Total time:33.306782245635986 Iteration: 1852 || Clusters count: 13 || Log posterior: -3619.063787161181 || Iter Time:0.019897937774658203 || Total time:33.326680183410645 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1853 || Clusters count: 13 || Log posterior: -3701.607808242605 || Iter Time:0.00793910026550293 || Total time:33.33461928367615 Iteration: 1854 || Clusters count: 13 || Log posterior: -3644.6476329045877 || Iter Time:0.019932985305786133 || Total time:33.354552268981934 Loading and distributing data: 0.000162 seconds (141 allocations: 13.211 KiB) Iteration: 1855 || Clusters count: 13 || Log posterior: -3708.115801533495 || Iter Time:0.008002996444702148 || Total time:33.362555265426636 Iteration: 1856 || Clusters count: 13 || Log posterior: -3682.4396995368597 || Iter Time:0.019793987274169922 || Total time:33.382349252700806 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 1857 || Clusters count: 13 || Log posterior: -3682.347901815936 || Iter Time:0.008004903793334961 || Total time:33.39035415649414 Iteration: 1858 || Clusters count: 13 || Log posterior: -3661.1632538935264 || Iter Time:0.02377605438232422 || Total time:33.414130210876465 Loading and distributing data: 0.000161 seconds (141 allocations: 13.211 KiB) Iteration: 1859 || Clusters count: 13 || Log posterior: -3688.0064282450585 || Iter Time:0.009035110473632812 || Total time:33.4231653213501 Iteration: 1860 || Clusters count: 13 || Log posterior: -3665.36571732254 || Iter Time:0.02402496337890625 || Total time:33.447190284729004 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1861 || Clusters count: 13 || Log posterior: -3707.0716579210825 || Iter Time:0.008861064910888672 || Total time:33.45605134963989 Iteration: 1862 || Clusters count: 13 || Log posterior: -3658.1829369998823 || Iter Time:0.024052858352661133 || Total time:33.480104207992554 Loading and distributing data: 0.000159 seconds (141 allocations: 13.211 KiB) Iteration: 1863 || Clusters count: 13 || Log posterior: -3677.608174263278 || Iter Time:0.009067058563232422 || Total time:33.489171266555786 Iteration: 1864 || Clusters count: 13 || Log posterior: -3647.201337403499 || Iter Time:0.023930072784423828 || Total time:33.51310133934021 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 1865 || Clusters count: 13 || Log posterior: -3705.909590921845 || Iter Time:0.009148836135864258 || Total time:33.522250175476074 Iteration: 1866 || Clusters count: 13 || Log posterior: -3671.526221707629 || Iter Time:0.02468585968017578 || Total time:33.54693603515625 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1867 || Clusters count: 13 || Log posterior: -3678.0443690559887 || Iter Time:0.009752988815307617 || Total time:33.55668902397156 Iteration: 1868 || Clusters count: 13 || Log posterior: -3651.0992910783934 || Iter Time:0.06561923027038574 || Total time:33.62230825424194 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1869 || Clusters count: 13 || Log posterior: -3718.756230346937 || Iter Time:0.007751941680908203 || Total time:33.63006019592285 Iteration: 1870 || Clusters count: 13 || Log posterior: -3657.607896030667 || Iter Time:0.019791126251220703 || Total time:33.64985132217407 Loading and distributing data: 0.000159 seconds (141 allocations: 13.211 KiB) Iteration: 1871 || Clusters count: 13 || Log posterior: -3726.085241058238 || Iter Time:0.007681846618652344 || Total time:33.657533168792725 Iteration: 1872 || Clusters count: 13 || Log posterior: -3686.3752748826687 || Iter Time:0.01984691619873047 || Total time:33.677380084991455 Loading and distributing data: 0.000160 seconds (141 allocations: 13.211 KiB) Iteration: 1873 || Clusters count: 13 || Log posterior: -3687.2885087813365 || Iter Time:0.007810831069946289 || Total time:33.6851909160614 Iteration: 1874 || Clusters count: 13 || Log posterior: -3660.012077777694 || Iter Time:0.019993066787719727 || Total time:33.70518398284912 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1875 || Clusters count: 13 || Log posterior: -3669.978847374562 || Iter Time:0.008112192153930664 || Total time:33.71329617500305 Iteration: 1876 || Clusters count: 13 || Log posterior: -3629.778672505896 || Iter Time:0.01929497718811035 || Total time:33.73259115219116 Loading and distributing data: 0.000158 seconds (141 allocations: 13.211 KiB) Iteration: 1877 || Clusters count: 13 || Log posterior: -3668.6912886828227 || Iter Time:0.007771015167236328 || Total time:33.7403621673584 Iteration: 1878 || Clusters count: 13 || Log posterior: -3645.558230975406 || Iter Time:0.019917011260986328 || Total time:33.760279178619385 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1879 || Clusters count: 13 || Log posterior: -3661.6521986564762 || Iter Time:0.008395910263061523 || Total time:33.768675088882446 Iteration: 1880 || Clusters count: 13 || Log posterior: -3625.241546519255 || Iter Time:0.019505977630615234 || Total time:33.78818106651306 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 1881 || Clusters count: 13 || Log posterior: -3654.012862394411 || Iter Time:0.008008003234863281 || Total time:33.796189069747925 Iteration: 1882 || Clusters count: 13 || Log posterior: -3609.302257976995 || Iter Time:0.020563125610351562 || Total time:33.816752195358276 Loading and distributing data: 0.000162 seconds (141 allocations: 13.211 KiB) Iteration: 1883 || Clusters count: 13 || Log posterior: -3643.798798395973 || Iter Time:0.008341073989868164 || Total time:33.825093269348145 Iteration: 1884 || Clusters count: 13 || Log posterior: -3612.836691518879 || Iter Time:0.01993107795715332 || Total time:33.8450243473053 Loading and distributing data: 0.000157 seconds (141 allocations: 13.211 KiB) Iteration: 1885 || Clusters count: 13 || Log posterior: -3619.7032270068994 || Iter Time:0.008049964904785156 || Total time:33.85307431221008 Iteration: 1886 || Clusters count: 13 || Log posterior: -3593.7083389810355 || Iter Time:0.020147085189819336 || Total time:33.8732213973999 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1887 || Clusters count: 13 || Log posterior: -3697.875491812753 || Iter Time:0.008645057678222656 || Total time:33.881866455078125 Iteration: 1888 || Clusters count: 13 || Log posterior: -3676.3544301246106 || Iter Time:0.020505189895629883 || Total time:33.902371644973755 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1889 || Clusters count: 13 || Log posterior: -3701.678957160764 || Iter Time:0.009263038635253906 || Total time:33.91163468360901 Iteration: 1890 || Clusters count: 13 || Log posterior: -3659.382513582534 || Iter Time:0.01983785629272461 || Total time:33.93147253990173 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 1891 || Clusters count: 13 || Log posterior: -3674.7031711234995 || Iter Time:0.008059024810791016 || Total time:33.939531564712524 Iteration: 1892 || Clusters count: 13 || Log posterior: -3647.8391923695112 || Iter Time:0.019793033599853516 || Total time:33.95932459831238 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1893 || Clusters count: 13 || Log posterior: -3721.198709536023 || Iter Time:0.008213996887207031 || Total time:33.967538595199585 Iteration: 1894 || Clusters count: 13 || Log posterior: -3663.263801632148 || Iter Time:0.019829988479614258 || Total time:33.9873685836792 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 1895 || Clusters count: 13 || Log posterior: -3671.984087978268 || Iter Time:0.00796198844909668 || Total time:33.995330572128296 Iteration: 1896 || Clusters count: 13 || Log posterior: -3639.6028656903336 || Iter Time:0.019620180130004883 || Total time:34.0149507522583 Loading and distributing data: 0.000158 seconds (141 allocations: 13.211 KiB) Iteration: 1897 || Clusters count: 13 || Log posterior: -3654.541275371378 || Iter Time:0.007779836654663086 || Total time:34.022730588912964 Iteration: 1898 || Clusters count: 13 || Log posterior: -3624.1331165304773 || Iter Time:0.02206897735595703 || Total time:34.04479956626892 Loading and distributing data: 0.000151 seconds (141 allocations: 13.211 KiB) Iteration: 1899 || Clusters count: 13 || Log posterior: -3619.383964018107 || Iter Time:0.010041952133178711 || Total time:34.0548415184021 Iteration: 1900 || Clusters count: 13 || Log posterior: -3578.251193804223 || Iter Time:0.020164966583251953 || Total time:34.07500648498535 Loading and distributing data: 0.000138 seconds (141 allocations: 13.211 KiB) Iteration: 1901 || Clusters count: 13 || Log posterior: -3658.212992864733 || Iter Time:0.007911920547485352 || Total time:34.08291840553284 Iteration: 1902 || Clusters count: 13 || Log posterior: -3622.810520621848 || Iter Time:0.020566940307617188 || Total time:34.103485345840454 Loading and distributing data: 0.000149 seconds (141 allocations: 13.211 KiB) Iteration: 1903 || Clusters count: 13 || Log posterior: -3720.5526833812974 || Iter Time:0.008322954177856445 || Total time:34.11180830001831 Iteration: 1904 || Clusters count: 13 || Log posterior: -3686.9412173751302 || Iter Time:0.020524024963378906 || Total time:34.13233232498169 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1905 || Clusters count: 13 || Log posterior: -3692.823817784006 || Iter Time:0.008310079574584961 || Total time:34.140642404556274 Iteration: 1906 || Clusters count: 13 || Log posterior: -3640.5711973509906 || Iter Time:0.019665956497192383 || Total time:34.16030836105347 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1907 || Clusters count: 13 || Log posterior: -3665.5395793976772 || Iter Time:0.007652997970581055 || Total time:34.16796135902405 Iteration: 1908 || Clusters count: 13 || Log posterior: -3634.2052931133703 || Iter Time:0.02051711082458496 || Total time:34.18847846984863 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1909 || Clusters count: 13 || Log posterior: -3681.482364880265 || Iter Time:0.009226083755493164 || Total time:34.197704553604126 Iteration: 1910 || Clusters count: 13 || Log posterior: -3642.0735919231247 || Iter Time:0.02426886558532715 || Total time:34.22197341918945 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 1911 || Clusters count: 13 || Log posterior: -3653.173861191118 || Iter Time:0.009312152862548828 || Total time:34.231285572052 Iteration: 1912 || Clusters count: 13 || Log posterior: -3620.445597698241 || Iter Time:0.055834054946899414 || Total time:34.2871196269989 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1913 || Clusters count: 13 || Log posterior: -3679.215006247094 || Iter Time:0.008124113082885742 || Total time:34.29524374008179 Iteration: 1914 || Clusters count: 13 || Log posterior: -3644.865204057791 || Iter Time:0.020295143127441406 || Total time:34.31553888320923 Loading and distributing data: 0.000160 seconds (141 allocations: 13.211 KiB) Iteration: 1915 || Clusters count: 13 || Log posterior: -3701.8476452116706 || Iter Time:0.0080108642578125 || Total time:34.32354974746704 Iteration: 1916 || Clusters count: 13 || Log posterior: -3651.5462553836173 || Iter Time:0.019927024841308594 || Total time:34.34347677230835 Loading and distributing data: 0.000155 seconds (141 allocations: 13.211 KiB) Iteration: 1917 || Clusters count: 13 || Log posterior: -3681.910961493589 || Iter Time:0.0076520442962646484 || Total time:34.351128816604614 Iteration: 1918 || Clusters count: 13 || Log posterior: -3635.883959286557 || Iter Time:0.019507169723510742 || Total time:34.370635986328125 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 1919 || Clusters count: 13 || Log posterior: -3705.9722024542602 || Iter Time:0.0077228546142578125 || Total time:34.37835884094238 Iteration: 1920 || Clusters count: 13 || Log posterior: -3660.5429535016915 || Iter Time:0.019520998001098633 || Total time:34.39787983894348 Loading and distributing data: 0.000161 seconds (141 allocations: 13.211 KiB) Iteration: 1921 || Clusters count: 13 || Log posterior: -3656.322307997725 || Iter Time:0.007843971252441406 || Total time:34.40572381019592 Iteration: 1922 || Clusters count: 13 || Log posterior: -3614.830639465593 || Iter Time:0.01987600326538086 || Total time:34.425599813461304 Loading and distributing data: 0.000132 seconds (141 allocations: 13.211 KiB) Iteration: 1923 || Clusters count: 13 || Log posterior: -3691.59468261412 || Iter Time:0.007822036743164062 || Total time:34.43342185020447 Iteration: 1924 || Clusters count: 13 || Log posterior: -3668.590340344128 || Iter Time:0.01955890655517578 || Total time:34.452980756759644 Loading and distributing data: 0.000135 seconds (141 allocations: 13.211 KiB) Iteration: 1925 || Clusters count: 13 || Log posterior: -3681.3736228898015 || Iter Time:0.007863044738769531 || Total time:34.46084380149841 Iteration: 1926 || Clusters count: 13 || Log posterior: -3651.038533379764 || Iter Time:0.0193939208984375 || Total time:34.48023772239685 Loading and distributing data: 0.000158 seconds (141 allocations: 13.211 KiB) Iteration: 1927 || Clusters count: 13 || Log posterior: -3635.8775455863483 || Iter Time:0.007669210433959961 || Total time:34.48790693283081 Iteration: 1928 || Clusters count: 13 || Log posterior: -3594.7201053768968 || Iter Time:0.019685029983520508 || Total time:34.50759196281433 Loading and distributing data: 0.000159 seconds (141 allocations: 13.211 KiB) Iteration: 1929 || Clusters count: 13 || Log posterior: -3622.43370584815 || Iter Time:0.007735013961791992 || Total time:34.51532697677612 Iteration: 1930 || Clusters count: 13 || Log posterior: -3601.3292194776236 || Iter Time:0.019446134567260742 || Total time:34.534773111343384 Loading and distributing data: 0.000134 seconds (141 allocations: 13.211 KiB) Iteration: 1931 || Clusters count: 13 || Log posterior: -3684.6575701500624 || Iter Time:0.00797891616821289 || Total time:34.5427520275116 Iteration: 1932 || Clusters count: 13 || Log posterior: -3643.6075886724025 || Iter Time:0.019557952880859375 || Total time:34.562309980392456 Loading and distributing data: 0.000158 seconds (141 allocations: 13.211 KiB) Iteration: 1933 || Clusters count: 13 || Log posterior: -3699.6410878695947 || Iter Time:0.00769805908203125 || Total time:34.57000803947449 Iteration: 1934 || Clusters count: 13 || Log posterior: -3649.9437833659854 || Iter Time:0.01954793930053711 || Total time:34.589555978775024 Loading and distributing data: 0.000156 seconds (141 allocations: 13.211 KiB) Iteration: 1935 || Clusters count: 13 || Log posterior: -3668.7912978666363 || Iter Time:0.007759809494018555 || Total time:34.59731578826904 Iteration: 1936 || Clusters count: 13 || Log posterior: -3651.7417483528648 || Iter Time:0.01925206184387207 || Total time:34.616567850112915 Loading and distributing data: 0.000158 seconds (141 allocations: 13.211 KiB) Iteration: 1937 || Clusters count: 13 || Log posterior: -3685.847000675126 || Iter Time:0.007557868957519531 || Total time:34.624125719070435 Iteration: 1938 || Clusters count: 13 || Log posterior: -3651.5706691008877 || Iter Time:0.019392967224121094 || Total time:34.643518686294556 Loading and distributing data: 0.000151 seconds (141 allocations: 13.211 KiB) Iteration: 1939 || Clusters count: 13 || Log posterior: -3668.5704987201593 || Iter Time:0.007667064666748047 || Total time:34.651185750961304 Iteration: 1940 || Clusters count: 13 || Log posterior: -3634.1945819127923 || Iter Time:0.01924896240234375 || Total time:34.67043471336365 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 1941 || Clusters count: 13 || Log posterior: -3679.4929705926734 || Iter Time:0.007876157760620117 || Total time:34.67831087112427 Iteration: 1942 || Clusters count: 13 || Log posterior: -3666.101598165218 || Iter Time:0.020179033279418945 || Total time:34.69848990440369 Loading and distributing data: 0.000152 seconds (141 allocations: 13.211 KiB) Iteration: 1943 || Clusters count: 13 || Log posterior: -3673.2161942724997 || Iter Time:0.007950067520141602 || Total time:34.70643997192383 Iteration: 1944 || Clusters count: 13 || Log posterior: -3641.998147955198 || Iter Time:0.01994800567626953 || Total time:34.7263879776001 Loading and distributing data: 0.000158 seconds (141 allocations: 13.211 KiB) Iteration: 1945 || Clusters count: 13 || Log posterior: -3657.4923701930516 || Iter Time:0.007673025131225586 || Total time:34.73406100273132 Iteration: 1946 || Clusters count: 13 || Log posterior: -3635.385541621754 || Iter Time:0.019758939743041992 || Total time:34.753819942474365 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1947 || Clusters count: 13 || Log posterior: -3721.4148310839073 || Iter Time:0.00823211669921875 || Total time:34.762052059173584 Iteration: 1948 || Clusters count: 13 || Log posterior: -3665.3547870039033 || Iter Time:0.02001500129699707 || Total time:34.78206706047058 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1949 || Clusters count: 13 || Log posterior: -3715.1308312424826 || Iter Time:0.007980823516845703 || Total time:34.79004788398743 Iteration: 1950 || Clusters count: 13 || Log posterior: -3658.9107951190813 || Iter Time:0.01953911781311035 || Total time:34.80958700180054 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 1951 || Clusters count: 13 || Log posterior: -3662.9628650063964 || Iter Time:0.008163928985595703 || Total time:34.81775093078613 Iteration: 1952 || Clusters count: 13 || Log posterior: -3607.6085699924165 || Iter Time:0.020001888275146484 || Total time:34.83775281906128 Loading and distributing data: 0.000160 seconds (141 allocations: 13.211 KiB) Iteration: 1953 || Clusters count: 13 || Log posterior: -3710.871825125875 || Iter Time:0.008671045303344727 || Total time:34.846423864364624 Iteration: 1954 || Clusters count: 13 || Log posterior: -3680.3204944470594 || Iter Time:0.04657697677612305 || Total time:34.89300084114075 Loading and distributing data: 0.000140 seconds (141 allocations: 13.211 KiB) Iteration: 1955 || Clusters count: 13 || Log posterior: -3724.916033889967 || Iter Time:0.008481979370117188 || Total time:34.901482820510864 Iteration: 1956 || Clusters count: 13 || Log posterior: -3686.731807386143 || Iter Time:0.020510196685791016 || Total time:34.921993017196655 Loading and distributing data: 0.000149 seconds (141 allocations: 13.211 KiB) Iteration: 1957 || Clusters count: 13 || Log posterior: -3643.4339781614076 || Iter Time:0.008521080017089844 || Total time:34.930514097213745 Iteration: 1958 || Clusters count: 13 || Log posterior: -3614.7191291475283 || Iter Time:0.021678924560546875 || Total time:34.95219302177429 Loading and distributing data: 0.000153 seconds (141 allocations: 13.211 KiB) Iteration: 1959 || Clusters count: 13 || Log posterior: -3660.932352830846 || Iter Time:0.00963282585144043 || Total time:34.96182584762573 Iteration: 1960 || Clusters count: 13 || Log posterior: -3625.7613301167557 || Iter Time:0.021292924880981445 || Total time:34.983118772506714 Loading and distributing data: 0.000136 seconds (141 allocations: 13.211 KiB) Iteration: 1961 || Clusters count: 13 || Log posterior: -3688.324713212211 || Iter Time:0.008100032806396484 || Total time:34.99121880531311 Iteration: 1962 || Clusters count: 13 || Log posterior: -3645.6553653447168 || Iter Time:0.019598007202148438 || Total time:35.01081681251526 Loading and distributing data: 0.000135 seconds (141 allocations: 13.211 KiB) Iteration: 1963 || Clusters count: 13 || Log posterior: -3671.1007944784383 || Iter Time:0.008514165878295898 || Total time:35.019330978393555 Iteration: 1964 || Clusters count: 13 || Log posterior: -3646.142198432734 || Iter Time:0.022516965866088867 || Total time:35.041847944259644 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1965 || Clusters count: 13 || Log posterior: -3660.0548316336267 || Iter Time:0.008608102798461914 || Total time:35.050456047058105 Iteration: 1966 || Clusters count: 13 || Log posterior: -3632.6503079938993 || Iter Time:0.023478984832763672 || Total time:35.07393503189087 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1967 || Clusters count: 13 || Log posterior: -3673.1799462039717 || Iter Time:0.01217508316040039 || Total time:35.08611011505127 Iteration: 1968 || Clusters count: 13 || Log posterior: -3654.8401019481025 || Iter Time:0.027407169342041016 || Total time:35.11351728439331 Loading and distributing data: 0.000157 seconds (141 allocations: 13.211 KiB) Iteration: 1969 || Clusters count: 13 || Log posterior: -3661.2696168849834 || Iter Time:0.010750055313110352 || Total time:35.12426733970642 Iteration: 1970 || Clusters count: 13 || Log posterior: -3607.974437373273 || Iter Time:0.027070045471191406 || Total time:35.15133738517761 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1971 || Clusters count: 13 || Log posterior: -3697.0907744372744 || Iter Time:0.009387969970703125 || Total time:35.160725355148315 Iteration: 1972 || Clusters count: 13 || Log posterior: -3664.3646185322564 || Iter Time:0.021422147750854492 || Total time:35.18214750289917 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1973 || Clusters count: 13 || Log posterior: -3803.8091879014382 || Iter Time:0.008553028106689453 || Total time:35.19070053100586 Iteration: 1974 || Clusters count: 13 || Log posterior: -3740.94281686428 || Iter Time:0.020121097564697266 || Total time:35.21082162857056 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1975 || Clusters count: 13 || Log posterior: -3763.091890448628 || Iter Time:0.008830070495605469 || Total time:35.21965169906616 Iteration: 1976 || Clusters count: 13 || Log posterior: -3715.7503186287795 || Iter Time:0.019954919815063477 || Total time:35.239606618881226 Loading and distributing data: 0.000158 seconds (141 allocations: 13.211 KiB) Iteration: 1977 || Clusters count: 13 || Log posterior: -3674.8980230540324 || Iter Time:0.008650064468383789 || Total time:35.24825668334961 Iteration: 1978 || Clusters count: 13 || Log posterior: -3631.4844250189203 || Iter Time:0.02068805694580078 || Total time:35.26894474029541 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1979 || Clusters count: 13 || Log posterior: -3730.171714193475 || Iter Time:0.008891105651855469 || Total time:35.277835845947266 Iteration: 1980 || Clusters count: 13 || Log posterior: -3682.9287630576705 || Iter Time:0.019694089889526367 || Total time:35.29752993583679 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1981 || Clusters count: 13 || Log posterior: -3682.821472551269 || Iter Time:0.0076410770416259766 || Total time:35.30517101287842 Iteration: 1982 || Clusters count: 13 || Log posterior: -3644.1105778654082 || Iter Time:0.019927978515625 || Total time:35.32509899139404 Loading and distributing data: 0.000161 seconds (141 allocations: 13.211 KiB) Iteration: 1983 || Clusters count: 13 || Log posterior: -3683.532778201377 || Iter Time:0.008975028991699219 || Total time:35.33407402038574 Iteration: 1984 || Clusters count: 13 || Log posterior: -3634.7156244127455 || Iter Time:0.02041006088256836 || Total time:35.35448408126831 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1985 || Clusters count: 13 || Log posterior: -3708.139441977022 || Iter Time:0.008594989776611328 || Total time:35.36307907104492 Iteration: 1986 || Clusters count: 13 || Log posterior: -3668.284328525547 || Iter Time:0.019874095916748047 || Total time:35.38295316696167 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 1987 || Clusters count: 13 || Log posterior: -3693.702868569674 || Iter Time:0.008301019668579102 || Total time:35.39125418663025 Iteration: 1988 || Clusters count: 13 || Log posterior: -3666.2214494727373 || Iter Time:0.019984960556030273 || Total time:35.41123914718628 Loading and distributing data: 0.000142 seconds (141 allocations: 13.211 KiB) Iteration: 1989 || Clusters count: 13 || Log posterior: -3702.5227425592548 || Iter Time:0.008421897888183594 || Total time:35.41966104507446 Iteration: 1990 || Clusters count: 13 || Log posterior: -3688.883214646206 || Iter Time:0.020064115524291992 || Total time:35.439725160598755 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1991 || Clusters count: 13 || Log posterior: -3754.18848716688 || Iter Time:0.03303194046020508 || Total time:35.47275710105896 Iteration: 1992 || Clusters count: 13 || Log posterior: -3707.6599189095923 || Iter Time:0.021290063858032227 || Total time:35.49404716491699 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1993 || Clusters count: 13 || Log posterior: -3716.3254735958285 || Iter Time:0.008202075958251953 || Total time:35.502249240875244 Iteration: 1994 || Clusters count: 13 || Log posterior: -3659.6105443754404 || Iter Time:0.02044200897216797 || Total time:35.52269124984741 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1995 || Clusters count: 13 || Log posterior: -3677.439442509049 || Iter Time:0.008378028869628906 || Total time:35.53106927871704 Iteration: 1996 || Clusters count: 13 || Log posterior: -3625.538776358596 || Iter Time:0.020723819732666016 || Total time:35.55179309844971 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1997 || Clusters count: 13 || Log posterior: -3692.7720745837555 || Iter Time:0.008453130722045898 || Total time:35.56024622917175 Iteration: 1998 || Clusters count: 13 || Log posterior: -3629.9557094930924 || Iter Time:0.019929885864257812 || Total time:35.58017611503601 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1999 || Clusters count: 13 || Log posterior: -3635.6496726999903 || Iter Time:0.008555889129638672 || Total time:35.58873200416565 Iteration: 2000 || Clusters count: 13 || Log posterior: -3606.7767878741015 || Iter Time:0.02021312713623047 || Total time:35.60894513130188 Loading and distributing data: 0.000140 seconds (141 allocations: 13.211 KiB) Iteration: 2001 || Clusters count: 13 || Log posterior: -3685.0584882571197 || Iter Time:0.008748769760131836 || Total time:35.61769390106201 Iteration: 2002 || Clusters count: 13 || Log posterior: -3652.359463156973 || Iter Time:0.02038717269897461 || Total time:35.638081073760986 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 2003 || Clusters count: 13 || Log posterior: -3693.6225283534645 || Iter Time:0.00863790512084961 || Total time:35.646718978881836 Iteration: 2004 || Clusters count: 13 || Log posterior: -3651.2838381620236 || Iter Time:0.020969867706298828 || Total time:35.667688846588135 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 2005 || Clusters count: 13 || Log posterior: -3666.645934831207 || Iter Time:0.008624076843261719 || Total time:35.6763129234314 Iteration: 2006 || Clusters count: 13 || Log posterior: -3635.3315940703783 || Iter Time:0.020933866500854492 || Total time:35.69724678993225 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 2007 || Clusters count: 13 || Log posterior: -3645.5494227372083 || Iter Time:0.008569955825805664 || Total time:35.70581674575806 Iteration: 2008 || Clusters count: 13 || Log posterior: -3612.3808430773315 || Iter Time:0.020903825759887695 || Total time:35.726720571517944 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 2009 || Clusters count: 13 || Log posterior: -3678.527606417367 || Iter Time:0.009189844131469727 || Total time:35.735910415649414 Iteration: 2010 || Clusters count: 13 || Log posterior: -3641.880059829745 || Iter Time:0.02013993263244629 || Total time:35.75605034828186 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 2011 || Clusters count: 13 || Log posterior: -3708.7698758353154 || Iter Time:0.008574962615966797 || Total time:35.76462531089783 Iteration: 2012 || Clusters count: 13 || Log posterior: -3669.0814059046506 || Iter Time:0.02021002769470215 || Total time:35.78483533859253 Loading and distributing data: 0.000145 seconds (141 allocations: 13.211 KiB) Iteration: 2013 || Clusters count: 13 || Log posterior: -3710.1902647965935 || Iter Time:0.008927106857299805 || Total time:35.79376244544983 Iteration: 2014 || Clusters count: 13 || Log posterior: -3667.635694606548 || Iter Time:0.019912004470825195 || Total time:35.813674449920654 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 2015 || Clusters count: 13 || Log posterior: -3685.7600474362794 || Iter Time:0.00869894027709961 || Total time:35.822373390197754 Iteration: 2016 || Clusters count: 13 || Log posterior: -3645.7322142720277 || Iter Time:0.019541025161743164 || Total time:35.8419144153595 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 2017 || Clusters count: 13 || Log posterior: -3729.3782609954355 || Iter Time:0.008378028869628906 || Total time:35.850292444229126 Iteration: 2018 || Clusters count: 13 || Log posterior: -3684.9062415440444 || Iter Time:0.019981861114501953 || Total time:35.87027430534363 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 2019 || Clusters count: 13 || Log posterior: -3746.3993676378814 || Iter Time:0.008485078811645508 || Total time:35.87875938415527 Iteration: 2020 || Clusters count: 13 || Log posterior: -3707.5854753979866 || Iter Time:0.020199060440063477 || Total time:35.89895844459534 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 2021 || Clusters count: 13 || Log posterior: -3771.3096780177557 || Iter Time:0.009010076522827148 || Total time:35.907968521118164 Iteration: 2022 || Clusters count: 13 || Log posterior: -3707.3668502359983 || Iter Time:0.020344972610473633 || Total time:35.92831349372864 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 2023 || Clusters count: 13 || Log posterior: -3712.545360712794 || Iter Time:0.008843183517456055 || Total time:35.937156677246094 Iteration: 2024 || Clusters count: 13 || Log posterior: -3681.220473583667 || Iter Time:0.020306825637817383 || Total time:35.95746350288391 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 2025 || Clusters count: 13 || Log posterior: -3685.919160094254 || Iter Time:0.00816798210144043 || Total time:35.96563148498535 Iteration: 2026 || Clusters count: 13 || Log posterior: -3662.1646430268966 || Iter Time:0.02038097381591797 || Total time:35.98601245880127 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 2027 || Clusters count: 13 || Log posterior: -3695.300245017301 || Iter Time:0.034104108810424805 || Total time:36.020116567611694 Iteration: 2028 || Clusters count: 13 || Log posterior: -3656.971322733048 || Iter Time:0.02005314826965332 || Total time:36.04016971588135 Avg NMI: 0.8656442769787184 Full NMI: 0.8347209419855971 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m11.3s Testing DPMMSubClustersStreaming tests passed Testing completed after 149.05s PkgEval succeeded after 241.35s