Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.1730 (9c1e1fa299*) started at 2026-02-17T18:55:43.498 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 12.62s ################################################################################ # 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 6.07s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 5571.4 ms ✓ Clustering 11418.8 ms ✓ KernelFunctions 11825.6 ms ✓ DPMMSubClustersStreaming 3 dependencies successfully precompiled in 30 seconds. 101 already precompiled. Precompilation completed after 53.5s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_LkoZCj/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_LkoZCj/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.123 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.18.0 [1a297f60] FillArrays v1.16.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.67 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.27 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.1 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.16 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.2 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.13.0 [b27032c2] LibCURL v1.0.0 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.14.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.18.0+0 [e37daf67] LibGit2_jll v1.9.2+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.12.2 [4536629a] OpenBLAS_jll v0.3.30+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.5+0 [efcefdf7] PCRE2_jll v10.47.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.68.0+1 [3f19e933] p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Loading and distributing data: 3.952147 seconds (948.74 k allocations: 59.558 MiB, 7.62% gc time, 99.86% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233016.00673629093 || Iter Time:19.40620183944702 || Total time:19.40620183944702 Iteration: 1 || Clusters count: 1 || Log posterior: -233016.00673629093 || Iter Time:0.005651950836181641 || Total time:19.411853790283203 Iteration: 2 || Clusters count: 1 || Log posterior: -233016.00673629093 || Iter Time:0.005424022674560547 || Total time:19.417277812957764 Iteration: 3 || Clusters count: 1 || Log posterior: -233016.00673629093 || Iter Time:0.005410909652709961 || Total time:19.422688722610474 Iteration: 4 || Clusters count: 1 || Log posterior: -233016.00673629093 || Iter Time:0.005228996276855469 || Total time:19.42791771888733 Iteration: 5 || Clusters count: 1 || Log posterior: -233016.00673629093 || Iter Time:0.01747608184814453 || Total time:19.445393800735474 Iteration: 6 || Clusters count: 1 || Log posterior: -233016.00673629093 || Iter Time:0.005506992340087891 || Total time:19.45090079307556 Iteration: 7 || Clusters count: 1 || Log posterior: -233016.00673629093 || Iter Time:0.005680084228515625 || Total time:19.456580877304077 Iteration: 8 || Clusters count: 1 || Log posterior: -233016.00673629093 || Iter Time:0.005568981170654297 || Total time:19.46214985847473 Iteration: 9 || Clusters count: 1 || Log posterior: -233016.00673629093 || Iter Time:0.005535125732421875 || Total time:19.467684984207153 Iteration: 10 || Clusters count: 1 || Log posterior: -233016.00673629093 || Iter Time:0.005380153656005859 || Total time:19.47306513786316 Iteration: 11 || Clusters count: 1 || Log posterior: -233016.00673629093 || Iter Time:0.005281925201416016 || Total time:19.478347063064575 Iteration: 12 || Clusters count: 1 || Log posterior: -233016.00673629093 || Iter Time:0.005506992340087891 || Total time:19.483854055404663 Iteration: 13 || Clusters count: 2 || Log posterior: -232714.08460024957 || Iter Time:4.1711649894714355 || Total time:23.6550190448761 Iteration: 14 || Clusters count: 2 || Log posterior: -232730.42095575563 || Iter Time:0.006515026092529297 || Total time:23.661534070968628 Iteration: 15 || Clusters count: 2 || Log posterior: -232715.30527052836 || Iter Time:0.006033897399902344 || Total time:23.66756796836853 Iteration: 16 || Clusters count: 2 || Log posterior: -232716.56631267452 || Iter Time:0.005981922149658203 || Total time:23.67354989051819 Iteration: 17 || Clusters count: 2 || Log posterior: -232723.95572282566 || Iter Time:0.005982875823974609 || Total time:23.679532766342163 Iteration: 18 || Clusters count: 2 || Log posterior: -232734.8132071095 || Iter Time:0.005948066711425781 || Total time:23.68548083305359 Iteration: 19 || Clusters count: 2 || Log posterior: -232705.08975017452 || Iter Time:0.005837917327880859 || Total time:23.69131875038147 Iteration: 20 || Clusters count: 2 || Log posterior: -232639.1967484712 || Iter Time:1.59989595413208 || Total time:25.29121470451355 Loading and distributing data: 0.000959 seconds (141 allocations: 396.023 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233008.2874845856 || Iter Time:0.03348493576049805 || Total time:25.324699640274048 Iteration: 22 || Clusters count: 2 || Log posterior: -232943.59391028236 || Iter Time:0.005884885787963867 || Total time:25.33058452606201 Iteration: 23 || Clusters count: 2 || Log posterior: -232929.45350750556 || Iter Time:0.005815982818603516 || Total time:25.336400508880615 Iteration: 24 || Clusters count: 2 || Log posterior: -232976.07024221242 || Iter Time:0.00586390495300293 || Total time:25.342264413833618 Iteration: 25 || Clusters count: 2 || Log posterior: -232938.57734418253 || Iter Time:0.0058460235595703125 || Total time:25.34811043739319 Iteration: 26 || Clusters count: 2 || Log posterior: -232926.19264255845 || Iter Time:0.0057830810546875 || Total time:25.353893518447876 Iteration: 27 || Clusters count: 2 || Log posterior: -232892.62472527233 || Iter Time:0.005822896957397461 || Total time:25.359716415405273 Iteration: 28 || Clusters count: 3 || Log posterior: -232617.45313628853 || Iter Time:0.0073969364166259766 || Total time:25.3671133518219 Iteration: 29 || Clusters count: 3 || Log posterior: -232435.49239737587 || Iter Time:0.0064618587493896484 || Total time:25.37357521057129 Iteration: 30 || Clusters count: 3 || Log posterior: -232386.86280519317 || Iter Time:0.006555080413818359 || Total time:25.380130290985107 Iteration: 31 || Clusters count: 3 || Log posterior: -232365.36455158162 || Iter Time:0.006281137466430664 || Total time:25.386411428451538 Iteration: 32 || Clusters count: 3 || Log posterior: -232316.90235349018 || Iter Time:0.006392955780029297 || Total time:25.392804384231567 Iteration: 33 || Clusters count: 3 || Log posterior: -232329.60072156927 || Iter Time:0.0063991546630859375 || Total time:25.399203538894653 Iteration: 34 || Clusters count: 3 || Log posterior: -232340.63235493057 || Iter Time:0.006819009780883789 || Total time:25.406022548675537 Iteration: 35 || Clusters count: 3 || Log posterior: -232277.20871016555 || Iter Time:0.006639003753662109 || Total time:25.4126615524292 Iteration: 36 || Clusters count: 3 || Log posterior: -232255.19036012315 || Iter Time:0.006589174270629883 || Total time:25.41925072669983 Iteration: 37 || Clusters count: 3 || Log posterior: -232251.23348377363 || Iter Time:0.006751060485839844 || Total time:25.42600178718567 Iteration: 38 || Clusters count: 3 || Log posterior: -232237.13287958366 || Iter Time:0.0068171024322509766 || Total time:25.43281888961792 Iteration: 39 || Clusters count: 3 || Log posterior: -232228.5887668343 || Iter Time:0.006626129150390625 || Total time:25.43944501876831 Iteration: 40 || Clusters count: 3 || Log posterior: -232228.05581889345 || Iter Time:0.006649017333984375 || Total time:25.446094036102295 Iteration: 41 || Clusters count: 3 || Log posterior: -232154.53511668197 || Iter Time:0.00660395622253418 || Total time:25.45269799232483 Loading and distributing data: 0.000905 seconds (141 allocations: 396.023 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262266.3499224877 || Iter Time:0.006573915481567383 || Total time:25.459271907806396 Iteration: 43 || Clusters count: 4 || Log posterior: -262132.5267347771 || Iter Time:0.007529020309448242 || Total time:25.466800928115845 Iteration: 44 || Clusters count: 4 || Log posterior: -262034.07691981035 || Iter Time:0.006680011749267578 || Total time:25.473480939865112 Iteration: 45 || Clusters count: 4 || Log posterior: -261891.37425084147 || Iter Time:0.006687164306640625 || Total time:25.480168104171753 Iteration: 46 || Clusters count: 4 || Log posterior: -261860.9335268449 || Iter Time:0.006842851638793945 || Total time:25.487010955810547 Iteration: 47 || Clusters count: 4 || Log posterior: -261863.76213465 || Iter Time:0.006677150726318359 || Total time:25.493688106536865 Iteration: 48 || Clusters count: 4 || Log posterior: -261863.80043317503 || Iter Time:0.006613016128540039 || Total time:25.500301122665405 Iteration: 49 || Clusters count: 4 || Log posterior: -261853.7041282786 || Iter Time:0.0068111419677734375 || Total time:25.50711226463318 Iteration: 50 || Clusters count: 4 || Log posterior: -261858.46484975598 || Iter Time:0.006847858428955078 || Total time:25.513960123062134 Iteration: 51 || Clusters count: 4 || Log posterior: -261839.98507718954 || Iter Time:0.0067598819732666016 || Total time:25.5207200050354 Iteration: 52 || Clusters count: 4 || Log posterior: -261824.29287077408 || Iter Time:0.006886005401611328 || Total time:25.52760601043701 Iteration: 53 || Clusters count: 5 || Log posterior: -261646.11832274147 || Iter Time:0.008527040481567383 || Total time:25.53613305091858 Iteration: 54 || Clusters count: 5 || Log posterior: -261520.1646598257 || Iter Time:0.007242918014526367 || Total time:25.543375968933105 Iteration: 55 || Clusters count: 6 || Log posterior: -261276.5942816389 || Iter Time:0.009445905685424805 || Total time:25.55282187461853 Iteration: 56 || Clusters count: 6 || Log posterior: -261226.85486249407 || Iter Time:0.007516145706176758 || Total time:25.560338020324707 Iteration: 57 || Clusters count: 6 || Log posterior: -261208.6511441851 || Iter Time:0.007604837417602539 || Total time:25.56794285774231 Iteration: 58 || Clusters count: 6 || Log posterior: -261209.55507880208 || Iter Time:0.007719993591308594 || Total time:25.575662851333618 Iteration: 59 || Clusters count: 6 || Log posterior: -261225.7542259616 || Iter Time:0.007537126541137695 || Total time:25.583199977874756 Iteration: 60 || Clusters count: 6 || Log posterior: -261189.21335155563 || Iter Time:0.007551908493041992 || Total time:25.590751886367798 Iteration: 61 || Clusters count: 6 || Log posterior: -261201.72429622026 || Iter Time:0.007554054260253906 || Total time:25.59830594062805 Iteration: 62 || Clusters count: 6 || Log posterior: -261114.94972858997 || Iter Time:0.007209062576293945 || Total time:25.605515003204346 Loading and distributing data: 0.000933 seconds (141 allocations: 396.023 KiB) Iteration: 63 || Clusters count: 6 || Log posterior: -260795.2204508048 || Iter Time:0.7443809509277344 || Total time:26.34989595413208 Iteration: 64 || Clusters count: 6 || Log posterior: -260714.99170846387 || Iter Time:0.008260965347290039 || Total time:26.35815691947937 Iteration: 65 || Clusters count: 6 || Log posterior: -260664.81184539312 || Iter Time:0.007896184921264648 || Total time:26.366053104400635 Iteration: 66 || Clusters count: 6 || Log posterior: -260653.365306969 || Iter Time:0.007862091064453125 || Total time:26.373915195465088 Iteration: 67 || Clusters count: 6 || Log posterior: -260671.12989608094 || Iter Time:0.007929086685180664 || Total time:26.38184428215027 Iteration: 68 || Clusters count: 6 || Log posterior: -260666.27942438007 || Iter Time:0.00817418098449707 || Total time:26.390018463134766 Iteration: 69 || Clusters count: 6 || Log posterior: -260682.1462780997 || Iter Time:0.007981061935424805 || Total time:26.39799952507019 Iteration: 70 || Clusters count: 8 || Log posterior: -259964.39134481104 || Iter Time:0.010875940322875977 || Total time:26.408875465393066 Iteration: 71 || Clusters count: 8 || Log posterior: -259801.81992916382 || Iter Time:0.009024858474731445 || Total time:26.417900323867798 Iteration: 72 || Clusters count: 8 || Log posterior: -259777.62283889984 || Iter Time:0.042249202728271484 || Total time:26.46014952659607 Iteration: 73 || Clusters count: 8 || Log posterior: -259762.47970121348 || Iter Time:0.00904393196105957 || Total time:26.46919345855713 Iteration: 74 || Clusters count: 8 || Log posterior: -259751.19982686476 || Iter Time:0.009600162506103516 || Total time:26.478793621063232 Iteration: 75 || Clusters count: 8 || Log posterior: -259748.53542536724 || Iter Time:0.00898599624633789 || Total time:26.48777961730957 Iteration: 76 || Clusters count: 8 || Log posterior: -259776.77340475854 || Iter Time:0.009132146835327148 || Total time:26.496911764144897 Iteration: 77 || Clusters count: 8 || Log posterior: -259745.58203365875 || Iter Time:0.009028911590576172 || Total time:26.505940675735474 Iteration: 78 || Clusters count: 8 || Log posterior: -259753.91203256053 || Iter Time:0.009191036224365234 || Total time:26.51513171195984 Iteration: 79 || Clusters count: 9 || Log posterior: -259484.8697404734 || Iter Time:0.010008096694946289 || Total time:26.525139808654785 Iteration: 80 || Clusters count: 9 || Log posterior: -259445.8842536661 || Iter Time:0.009067058563232422 || Total time:26.534206867218018 Iteration: 81 || Clusters count: 9 || Log posterior: -259466.29288962725 || Iter Time:0.009126901626586914 || Total time:26.543333768844604 Iteration: 82 || Clusters count: 9 || Log posterior: -259457.33888092806 || Iter Time:0.008661031723022461 || Total time:26.551994800567627 Iteration: 83 || Clusters count: 9 || Log posterior: -259392.92670583952 || Iter Time:0.008236169815063477 || Total time:26.56023097038269 Loading and distributing data: 0.000801 seconds (141 allocations: 396.023 KiB) Iteration: 84 || Clusters count: 9 || Log posterior: -260019.70925643164 || Iter Time:0.00908803939819336 || Total time:26.569319009780884 Iteration: 85 || Clusters count: 12 || Log posterior: -259089.65099712147 || Iter Time:0.012329816818237305 || Total time:26.58164882659912 Iteration: 86 || Clusters count: 12 || Log posterior: -258938.47874019833 || Iter Time:0.021724939346313477 || Total time:26.603373765945435 Iteration: 87 || Clusters count: 12 || Log posterior: -258913.9379507576 || Iter Time:0.0100250244140625 || Total time:26.613398790359497 Iteration: 88 || Clusters count: 12 || Log posterior: -258881.5022829095 || Iter Time:0.01048898696899414 || Total time:26.62388777732849 Iteration: 89 || Clusters count: 12 || Log posterior: -258884.51836041603 || Iter 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Time:0.028232097625732422 || Total time:26.853641986846924 Iteration: 104 || Clusters count: 14 || Log posterior: -258154.45667276648 || Iter Time:0.013306856155395508 || Total time:26.86694884300232 Loading and distributing data: 0.001009 seconds (141 allocations: 396.023 KiB) Iteration: 105 || Clusters count: 16 || Log posterior: -257176.31829444866 || Iter Time:0.01495504379272461 || Total time:26.881903886795044 Iteration: 106 || Clusters count: 16 || Log posterior: -257010.1435592354 || Iter Time:0.013471841812133789 || Total time:26.895375728607178 Iteration: 107 || Clusters count: 16 || Log posterior: -256985.86917184145 || Iter Time:0.014197111129760742 || Total time:26.90957283973694 Iteration: 108 || Clusters count: 16 || Log posterior: -256981.8576057296 || Iter Time:0.013985872268676758 || Total time:26.923558712005615 Iteration: 109 || Clusters count: 16 || Log posterior: -256960.7419208107 || Iter Time:0.014766931533813477 || Total time:26.93832564353943 Iteration: 110 || 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17 || Log posterior: -256700.86630390477 || Iter Time:0.020773887634277344 || Total time:27.069353580474854 Iteration: 118 || Clusters count: 17 || Log posterior: -256698.023007739 || Iter Time:0.01488494873046875 || Total time:27.084238529205322 Iteration: 119 || Clusters count: 17 || Log posterior: -256685.09455652 || Iter Time:0.015561103820800781 || Total time:27.099799633026123 Iteration: 120 || Clusters count: 17 || Log posterior: -256688.47430202182 || Iter Time:0.01853013038635254 || Total time:27.118329763412476 Iteration: 121 || Clusters count: 17 || Log posterior: -256713.69024974463 || Iter Time:0.01868581771850586 || Total time:27.13701558113098 Iteration: 122 || Clusters count: 17 || Log posterior: -256685.37473887103 || Iter Time:0.023974895477294922 || Total time:27.160990476608276 Iteration: 123 || Clusters count: 17 || Log posterior: -256691.89909065704 || Iter Time:0.018642902374267578 || Total time:27.179633378982544 Iteration: 124 || Clusters count: 17 || Log posterior: -256691.45386920788 || Iter Time:0.018716812133789062 || Total time:27.198350191116333 Iteration: 125 || Clusters count: 17 || Log posterior: -256671.1548532656 || Iter Time:0.01837301254272461 || Total time:27.216723203659058 Loading and distributing data: 0.000834 seconds (141 allocations: 396.023 KiB) Iteration: 126 || Clusters count: 18 || Log posterior: -256582.69121831714 || Iter Time:0.026016950607299805 || Total time:27.242740154266357 Iteration: 127 || Clusters count: 19 || Log posterior: -256239.39965578637 || Iter Time:0.021110057830810547 || Total time:27.263850212097168 Iteration: 128 || Clusters count: 19 || Log posterior: -256224.79724841606 || Iter Time:0.020869970321655273 || Total time:27.284720182418823 Iteration: 129 || Clusters count: 19 || Log posterior: -256215.82534629977 || Iter Time:0.021420955657958984 || Total time:27.306141138076782 Iteration: 130 || Clusters count: 19 || Log posterior: -256212.6997878979 || Iter Time:0.025624990463256836 || 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time:28.76692295074463 Iteration: 186 || Clusters count: 20 || Log posterior: -255620.3245094595 || Iter Time:0.02656102180480957 || Total time:28.79348397254944 Iteration: 187 || Clusters count: 20 || Log posterior: -255615.8915378117 || Iter Time:0.027405977249145508 || Total time:28.820889949798584 Iteration: 188 || Clusters count: 20 || Log posterior: -255615.8915378117 || Iter Time:0.03193402290344238 || Total time:28.852823972702026 Loading and distributing data: 0.000858 seconds (141 allocations: 396.023 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255771.1656576745 || Iter Time:0.026653051376342773 || Total time:28.87947702407837 Iteration: 190 || Clusters count: 20 || Log posterior: -255735.09204702819 || Iter Time:0.0291748046875 || Total time:28.90865182876587 Iteration: 191 || Clusters count: 20 || Log posterior: -255735.21973983265 || Iter Time:0.0264739990234375 || Total time:28.935125827789307 Iteration: 192 || Clusters count: 20 || Log posterior: -255736.61526969695 || Iter Time:0.03205108642578125 || Total time:28.967176914215088 Iteration: 193 || Clusters count: 20 || Log posterior: -255744.06338924493 || Iter Time:0.027623891830444336 || Total time:28.994800806045532 Iteration: 194 || Clusters count: 20 || Log posterior: -255732.48768799167 || Iter Time:0.026910066604614258 || Total time:29.021710872650146 Iteration: 195 || Clusters count: 20 || Log posterior: -255732.3264874737 || Iter Time:0.03228402137756348 || Total time:29.05399489402771 Iteration: 196 || Clusters count: 20 || Log posterior: -255732.08754397475 || Iter Time:0.027514934539794922 || Total time:29.081509828567505 Iteration: 197 || Clusters count: 20 || Log posterior: -255740.9581678487 || Iter Time:0.0276181697845459 || Total time:29.10912799835205 Iteration: 198 || Clusters count: 20 || Log posterior: -255732.91587361286 || Iter Time:0.03283977508544922 || Total time:29.1419677734375 Iteration: 199 || Clusters count: 20 || Log posterior: -255731.27597591112 || Iter Time:0.026919126510620117 || Total time:29.16888689994812 Iteration: 200 || Clusters count: 20 || Log posterior: -255729.77129706807 || Iter Time:0.027744054794311523 || Total time:29.19663095474243 Iteration: 201 || Clusters count: 20 || Log posterior: -255731.27597591112 || Iter Time:0.03332209587097168 || Total time:29.229953050613403 Iteration: 202 || Clusters count: 20 || Log posterior: -255730.86707253524 || Iter Time:0.027405977249145508 || Total time:29.25735902786255 Iteration: 203 || Clusters count: 20 || Log posterior: -255728.85096940148 || Iter Time:0.026845932006835938 || Total time:29.284204959869385 Iteration: 204 || Clusters count: 20 || Log posterior: -255739.77055629904 || Iter Time:0.032093048095703125 || Total time:29.316298007965088 Iteration: 205 || Clusters count: 20 || Log posterior: -255740.0576730558 || Iter Time:0.027397871017456055 || Total time:29.343695878982544 Iteration: 206 || Clusters count: 20 || Log posterior: -255738.31695697692 || Iter Time:0.028290987014770508 || Total time:29.371986865997314 Iteration: 207 || Clusters count: 20 || Log posterior: -255741.68268831045 || Iter Time:0.03327512741088867 || Total time:29.405261993408203 Iteration: 208 || Clusters count: 20 || Log posterior: -255739.02317307025 || Iter Time:0.02708888053894043 || Total time:29.432350873947144 Iteration: 209 || Clusters count: 20 || Log posterior: -255734.35739527733 || Iter Time:0.027405977249145508 || Total time:29.45975685119629 NMI: 0.7444200638393825 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m34.6s [55380, 88032, 102708, 20711, 53451, 844, 27102, 4492, 19403, 22320, 31877, 41570, 82944, 135207, 27697, 34899, 55913, 81271, 45217, 68962] Loading and distributing data: 0.000256 seconds (141 allocations: 13.211 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6729.653723626105 || Iter Time:4.5429911613464355 || Total time:4.5429911613464355 Iteration: 1 || Clusters count: 1 || Log posterior: -6729.653723626105 || Iter Time:0.002089977264404297 || Total time:4.54508113861084 Iteration: 2 || Clusters count: 1 || Log posterior: -6729.653723626105 || Iter Time:0.0015149116516113281 || Total time:4.546596050262451 Iteration: 3 || Clusters count: 1 || Log posterior: -6729.653723626105 || Iter Time:0.001428842544555664 || Total time:4.548024892807007 Iteration: 4 || Clusters count: 1 || Log posterior: -6729.653723626105 || Iter Time:0.001394033432006836 || Total time:4.549418926239014 Iteration: 5 || Clusters count: 1 || Log posterior: -6729.653723626105 || Iter Time:0.0014622211456298828 || Total time:4.5508811473846436 Iteration: 6 || Clusters count: 1 || Log posterior: -6729.653723626105 || Iter Time:0.00138092041015625 || Total time:4.5522620677948 Iteration: 7 || Clusters count: 1 || Log posterior: -6729.653723626105 || Iter Time:0.0014369487762451172 || Total time:4.553699016571045 Iteration: 8 || Clusters count: 2 || Log posterior: -6533.33956630845 || Iter Time:0.15454697608947754 || Total time:4.7082459926605225 Iteration: 9 || Clusters count: 2 || Log posterior: -6537.3922822049135 || Iter Time:0.0019409656524658203 || Total time:4.710186958312988 Iteration: 10 || Clusters count: 2 || Log posterior: -6542.2093916440945 || Iter Time:0.0017209053039550781 || Total time:4.711907863616943 Iteration: 11 || Clusters count: 2 || Log posterior: -6540.277335724725 || Iter Time:0.0018129348754882812 || Total time:4.713720798492432 Iteration: 12 || Clusters count: 2 || Log posterior: -6546.783843656172 || Iter Time:0.0017361640930175781 || Total time:4.715456962585449 Iteration: 13 || Clusters count: 2 || Log posterior: -6548.476778802967 || Iter Time:0.001672983169555664 || Total time:4.717129945755005 Iteration: 14 || Clusters count: 2 || Log posterior: -6534.295753775031 || Iter Time:0.0017609596252441406 || Total time:4.718890905380249 Iteration: 15 || Clusters count: 2 || Log posterior: -6538.510513518712 || Iter Time:0.0017039775848388672 || Total time:4.720594882965088 Iteration: 16 || Clusters count: 2 || Log posterior: -6539.198951242365 || Iter Time:0.0017268657684326172 || Total time:4.7223217487335205 Iteration: 17 || Clusters count: 2 || Log posterior: -6546.691551952169 || Iter Time:0.001667022705078125 || Total time:4.723988771438599 Iteration: 18 || Clusters count: 4 || Log posterior: -6125.29253583125 || Iter Time:0.005233049392700195 || Total time:4.729221820831299 Iteration: 19 || Clusters count: 4 || Log posterior: -6052.703634811037 || Iter Time:0.0025119781494140625 || Total time:4.731733798980713 Iteration: 20 || Clusters count: 4 || Log posterior: -6050.799648315688 || Iter Time:0.002444028854370117 || Total time:4.734177827835083 Iteration: 21 || Clusters count: 4 || Log posterior: -6051.037163483208 || Iter Time:0.0024671554565429688 || Total time:4.736644983291626 Iteration: 22 || Clusters count: 4 || Log posterior: -6068.614199025892 || Iter Time:0.0024950504302978516 || Total time:4.739140033721924 Iteration: 23 || Clusters count: 4 || Log posterior: -6057.931797870549 || Iter Time:0.002525806427001953 || Total time:4.741665840148926 Iteration: 24 || Clusters count: 4 || Log posterior: -6063.0859529390045 || Iter Time:0.0024721622467041016 || Total time:4.74413800239563 Iteration: 25 || Clusters count: 4 || Log posterior: -6070.018047361529 || Iter Time:0.0024819374084472656 || Total time:4.746619939804077 Iteration: 26 || Clusters count: 4 || Log posterior: -6060.879213522502 || Iter Time:0.0025839805603027344 || Total time:4.74920392036438 Iteration: 27 || Clusters count: 4 || Log posterior: -6054.923139784825 || Iter Time:0.002485990524291992 || Total time:4.751689910888672 Iteration: 28 || Clusters count: 6 || Log posterior: -5703.269360583851 || Iter Time:0.0062940120697021484 || Total time:4.757983922958374 Iteration: 29 || Clusters count: 6 || Log posterior: -5649.027866278291 || Iter Time:0.0930948257446289 || Total time:4.851078748703003 Iteration: 30 || Clusters count: 6 || Log posterior: -5632.809382438055 || Iter Time:1.5527567863464355 || Total time:6.4038355350494385 false [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] Loading and distributing data: 0.000524 seconds (141 allocations: 13.211 KiB) Iteration: 31 || Clusters count: 6 || Log posterior: -5375.038542756869 || Iter Time:0.0336151123046875 || Total time:6.437450647354126 Iteration: 32 || Clusters count: 6 || Log posterior: -5365.593097857204 || Iter Time:0.01578998565673828 || Total time:6.453240633010864 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 33 || Clusters count: 6 || Log posterior: -4416.934644353226 || Iter Time:0.004700899124145508 || Total time:6.45794153213501 Iteration: 34 || Clusters count: 6 || Log posterior: -4405.6945346920365 || Iter Time:0.016488075256347656 || Total time:6.474429607391357 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 35 || Clusters count: 6 || Log posterior: -4084.433050461611 || Iter Time:0.004118204116821289 || Total time:6.478547811508179 Iteration: 36 || Clusters count: 6 || Log posterior: -4083.950884631803 || Iter Time:0.01487278938293457 || Total time:6.493420600891113 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 37 || Clusters count: 6 || Log posterior: 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Iteration: 121 || Clusters count: 11 || Log posterior: -3207.897962470803 || Iter Time:0.011536121368408203 || Total time:8.08091425895691 Iteration: 122 || Clusters count: 11 || Log posterior: -3201.3976312445207 || Iter Time:0.0323030948638916 || Total time:8.1132173538208 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 123 || Clusters count: 11 || Log posterior: -3211.359166127659 || Iter Time:0.06073188781738281 || Total time:8.173949241638184 Iteration: 124 || Clusters count: 11 || Log posterior: -3193.853100585458 || Iter Time:0.029622793197631836 || Total time:8.203572034835815 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 125 || Clusters count: 11 || Log posterior: -3190.446897370679 || Iter Time:0.011059999465942383 || Total time:8.214632034301758 Iteration: 126 || Clusters count: 11 || Log posterior: -3176.702323243653 || Iter Time:0.030216217041015625 || Total time:8.244848251342773 Loading 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posterior: -3270.258516815121 || Iter Time:0.028087139129638672 || Total time:8.93552041053772 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 161 || Clusters count: 11 || Log posterior: -3272.0484034026726 || Iter Time:0.010721921920776367 || Total time:8.946242332458496 Iteration: 162 || Clusters count: 11 || Log posterior: -3265.165384014233 || Iter Time:0.027606964111328125 || Total time:8.973849296569824 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 163 || Clusters count: 11 || Log posterior: -3262.058156201497 || Iter Time:0.010994911193847656 || Total time:8.984844207763672 Iteration: 164 || Clusters count: 11 || Log posterior: -3245.1863154099583 || Iter Time:0.028810977935791016 || Total time:9.013655185699463 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 165 || Clusters count: 11 || Log posterior: -3258.280992889377 || Iter Time:0.011555910110473633 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Iteration: 188 || Clusters count: 11 || Log posterior: -3205.9300517230868 || Iter Time:0.02568984031677246 || Total time:9.505781412124634 Loading and distributing data: 0.000161 seconds (141 allocations: 13.211 KiB) Iteration: 189 || Clusters count: 11 || Log posterior: -3248.2738691621826 || Iter Time:0.010082006454467773 || Total time:9.515863418579102 Iteration: 190 || Clusters count: 11 || Log posterior: -3230.25583698875 || Iter Time:0.02652287483215332 || Total time:9.542386293411255 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 191 || Clusters count: 11 || Log posterior: -3265.6523492752913 || Iter Time:0.011368989944458008 || Total time:9.553755283355713 Iteration: 192 || Clusters count: 11 || Log posterior: -3233.368101700348 || Iter Time:0.027761220932006836 || Total time:9.58151650428772 Loading and distributing data: 0.000214 seconds (141 allocations: 13.211 KiB) Iteration: 193 || Clusters count: 11 || Log posterior: 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|| Total time:10.035417556762695 Iteration: 216 || Clusters count: 11 || Log posterior: -3244.126313636752 || Iter Time:0.028155088424682617 || Total time:10.063572645187378 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 217 || Clusters count: 11 || Log posterior: -3271.0439112462414 || Iter Time:0.010236978530883789 || Total time:10.073809623718262 Iteration: 218 || Clusters count: 11 || Log posterior: -3255.5450363557684 || Iter Time:0.02779388427734375 || Total time:10.101603507995605 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 219 || Clusters count: 11 || Log posterior: -3257.6801839022087 || Iter Time:0.010493040084838867 || Total time:10.112096548080444 Iteration: 220 || Clusters count: 11 || Log posterior: -3248.83057141813 || Iter Time:0.026482105255126953 || Total time:10.138578653335571 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 221 || Clusters 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Iteration: 238 || Clusters count: 11 || Log posterior: -3243.1016230601467 || Iter Time:0.028156042098999023 || Total time:10.485075950622559 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 239 || Clusters count: 11 || Log posterior: -3235.387883276583 || Iter Time:0.009998083114624023 || Total time:10.495074033737183 Iteration: 240 || Clusters count: 11 || Log posterior: -3211.1012685017404 || Iter Time:0.028182029724121094 || Total time:10.523256063461304 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 241 || Clusters count: 11 || Log posterior: -3231.46296633003 || Iter Time:0.01111292839050293 || Total time:10.534368991851807 Iteration: 242 || Clusters count: 11 || Log posterior: -3199.815468568355 || Iter Time:0.026793956756591797 || Total time:10.561162948608398 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 243 || Clusters count: 11 || Log posterior: 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Iteration: 271 || Clusters count: 11 || Log posterior: -3236.524544234049 || Iter Time:0.01003885269165039 || Total time:11.11186170578003 Iteration: 272 || Clusters count: 11 || Log posterior: -3229.3676354632466 || Iter Time:0.029154062271118164 || Total time:11.141015768051147 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 273 || Clusters count: 11 || Log posterior: -3240.338792507695 || Iter Time:0.010503053665161133 || Total time:11.151518821716309 Iteration: 274 || Clusters count: 11 || Log posterior: -3231.82032327298 || Iter Time:0.027565956115722656 || Total time:11.179084777832031 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 275 || Clusters count: 11 || Log posterior: -3195.273712523167 || Iter Time:0.01026606559753418 || Total time:11.189350843429565 Iteration: 276 || Clusters count: 11 || Log posterior: -3187.18142930584 || Iter Time:0.0254819393157959 || Total time:11.214832782745361 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-3226.3688395742506 || Iter Time:0.028300046920776367 || Total time:11.350084066390991 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 283 || Clusters count: 11 || Log posterior: -3201.8186055144092 || Iter Time:0.011224985122680664 || Total time:11.361309051513672 Iteration: 284 || Clusters count: 11 || Log posterior: -3200.0694244946776 || Iter Time:0.02762603759765625 || Total time:11.388935089111328 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 285 || Clusters count: 11 || Log posterior: -3203.0501571866766 || Iter Time:0.010356903076171875 || Total time:11.3992919921875 Iteration: 286 || Clusters count: 11 || Log posterior: -3188.58209915512 || Iter Time:0.026994943618774414 || Total time:11.426286935806274 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 287 || Clusters count: 11 || Log posterior: -3215.531741764 || Iter Time:0.01158905029296875 || Total 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|| Log posterior: -3237.1333998549 || Iter Time:0.01014089584350586 || Total time:11.55282473564148 Iteration: 294 || Clusters count: 11 || Log posterior: -3227.78054108777 || Iter Time:0.027196168899536133 || Total time:11.580020904541016 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 295 || Clusters count: 11 || Log posterior: -3214.756566742559 || Iter Time:0.010532855987548828 || Total time:11.590553760528564 Iteration: 296 || Clusters count: 11 || Log posterior: -3181.936533929881 || Iter Time:0.026224851608276367 || Total time:11.61677861213684 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 297 || Clusters count: 11 || Log posterior: -3177.0122949281267 || Iter Time:0.010102033615112305 || Total time:11.626880645751953 Iteration: 298 || Clusters count: 11 || Log posterior: -3156.329486337903 || Iter Time:0.02629399299621582 || Total time:11.653174638748169 Loading and distributing data: 0.000170 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Iteration: 343 || Clusters count: 11 || Log posterior: -3200.8503799981117 || Iter Time:0.011972904205322266 || Total time:12.507814407348633 Iteration: 344 || Clusters count: 11 || Log posterior: -3186.3359944110225 || Iter Time:0.054234981536865234 || Total time:12.562049388885498 Loading and distributing data: 0.000173 seconds (141 allocations: 13.242 KiB) Iteration: 345 || Clusters count: 11 || Log posterior: -3192.3568799743207 || Iter Time:0.010567903518676758 || Total time:12.572617292404175 Iteration: 346 || Clusters count: 11 || Log posterior: -3186.2413861339733 || Iter Time:0.029304981231689453 || Total time:12.601922273635864 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 347 || Clusters count: 11 || Log posterior: -3169.0056203784757 || Iter Time:0.01126408576965332 || Total time:12.613186359405518 Iteration: 348 || Clusters count: 11 || Log posterior: -3158.197310065376 || Iter Time:0.031145811080932617 || Total 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Iteration: 365 || Clusters count: 11 || Log posterior: -3253.832254193593 || Iter Time:0.010584831237792969 || Total time:12.960498571395874 Iteration: 366 || Clusters count: 11 || Log posterior: -3234.1429890921195 || Iter Time:0.027405977249145508 || Total time:12.98790454864502 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 367 || Clusters count: 11 || Log posterior: -3218.44982151865 || Iter Time:0.009948968887329102 || Total time:12.997853517532349 Iteration: 368 || Clusters count: 11 || Log posterior: -3201.9970329835664 || Iter Time:0.02506399154663086 || Total time:13.02291750907898 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 369 || Clusters count: 11 || Log posterior: -3190.461817329347 || Iter Time:0.009634017944335938 || Total time:13.032551527023315 Iteration: 370 || Clusters count: 11 || Log posterior: -3180.4812879061315 || Iter Time:0.0266268253326416 || Total time:13.059178352355957 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Iteration: 404 || Clusters count: 11 || Log posterior: -3219.243553195318 || Iter Time:0.02613687515258789 || Total time:13.721806287765503 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 405 || Clusters count: 11 || Log posterior: -3222.902103725277 || Iter Time:0.009788990020751953 || Total time:13.731595277786255 Iteration: 406 || Clusters count: 11 || Log posterior: -3202.028021501846 || Iter Time:0.026413917541503906 || Total time:13.758009195327759 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 407 || Clusters count: 11 || Log posterior: -3184.2922577818945 || Iter Time:0.010309934616088867 || Total time:13.768319129943848 Iteration: 408 || Clusters count: 11 || Log posterior: -3154.836506101404 || Iter Time:0.04917001724243164 || Total time:13.81748914718628 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 409 || Clusters count: 11 || Log posterior: 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Iteration: 437 || Clusters count: 11 || Log posterior: -3254.577600403331 || Iter Time:0.01100611686706543 || Total time:14.369709014892578 Iteration: 438 || Clusters count: 11 || Log posterior: -3238.3647193537554 || Iter Time:0.029793977737426758 || Total time:14.399502992630005 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 439 || Clusters count: 11 || Log posterior: -3273.744911271504 || Iter Time:0.011090993881225586 || Total time:14.41059398651123 Iteration: 440 || Clusters count: 11 || Log posterior: -3257.7992587567624 || Iter Time:0.028632164001464844 || Total time:14.439226150512695 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 441 || Clusters count: 11 || Log posterior: -3239.744065668776 || Iter Time:0.03461599349975586 || Total time:14.473842144012451 Iteration: 442 || Clusters count: 11 || Log posterior: -3218.8182866168354 || Iter Time:0.029087066650390625 || Total 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|| Log posterior: -3179.418738698097 || Iter Time:0.030150175094604492 || Total time:14.62643051147461 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 449 || Clusters count: 11 || Log posterior: -3214.6929494537308 || Iter Time:0.011207103729248047 || Total time:14.637637615203857 Iteration: 450 || Clusters count: 11 || Log posterior: -3202.4248023261835 || Iter Time:0.02959418296813965 || Total time:14.667231798171997 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 451 || Clusters count: 11 || Log posterior: -3226.1126511228604 || Iter Time:0.011631965637207031 || Total time:14.678863763809204 Iteration: 452 || Clusters count: 11 || Log posterior: -3212.3289679084573 || Iter Time:0.029114961624145508 || Total time:14.70797872543335 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 453 || Clusters count: 11 || Log posterior: -3227.2341256622326 || Iter 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Iteration: 459 || Clusters count: 11 || Log posterior: -3180.5098993042193 || Iter Time:0.011575937271118164 || Total time:14.845710515975952 Iteration: 460 || Clusters count: 11 || Log posterior: -3169.4046956189063 || Iter Time:0.02894878387451172 || Total time:14.874659299850464 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 461 || Clusters count: 11 || Log posterior: -3209.085087437506 || Iter Time:0.011523962020874023 || Total time:14.886183261871338 Iteration: 462 || Clusters count: 11 || Log posterior: -3203.566354772991 || Iter Time:0.02855992317199707 || Total time:14.914743185043335 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 463 || Clusters count: 11 || Log posterior: -3241.3042229175576 || Iter Time:0.011219978332519531 || Total time:14.925963163375854 Iteration: 464 || Clusters count: 11 || Log posterior: -3227.2035464937458 || Iter Time:0.028744935989379883 || Total 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Iteration: 481 || Clusters count: 11 || Log posterior: -3203.0986800613587 || Iter Time:0.011013984680175781 || Total time:15.312163352966309 Iteration: 482 || Clusters count: 11 || Log posterior: -3187.032856480936 || Iter Time:0.028326034545898438 || Total time:15.340489387512207 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 483 || Clusters count: 11 || Log posterior: -3242.0928328985265 || Iter Time:0.011249065399169922 || Total time:15.351738452911377 Iteration: 484 || Clusters count: 11 || Log posterior: -3219.943482613949 || Iter Time:0.029456138610839844 || Total time:15.381194591522217 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 485 || Clusters count: 11 || Log posterior: -3297.554018806016 || Iter Time:0.011472940444946289 || Total time:15.392667531967163 Iteration: 486 || Clusters count: 11 || Log posterior: -3263.922767668944 || Iter Time:0.02962803840637207 || Total 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Iteration: 503 || Clusters count: 11 || Log posterior: -3265.3224002435845 || Iter Time:0.010669946670532227 || Total time:15.74409532546997 Iteration: 504 || Clusters count: 11 || Log posterior: -3248.4410633015673 || Iter Time:0.027719974517822266 || Total time:15.771815299987793 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 505 || Clusters count: 11 || Log posterior: -3210.424085379489 || Iter Time:0.010781049728393555 || Total time:15.782596349716187 Iteration: 506 || Clusters count: 11 || Log posterior: -3196.8692662061967 || Iter Time:0.05199289321899414 || Total time:15.83458924293518 Loading and distributing data: 0.000191 seconds (141 allocations: 13.242 KiB) Iteration: 507 || Clusters count: 11 || Log posterior: -3197.438137452878 || Iter Time:0.011178970336914062 || Total time:15.845768213272095 Iteration: 508 || Clusters count: 11 || Log posterior: -3176.579197074363 || Iter Time:0.027859926223754883 || Total time:15.87362813949585 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Iteration: 575 || Clusters count: 11 || Log posterior: -3217.9369719676756 || Iter Time:0.010512828826904297 || Total time:17.243170261383057 Iteration: 576 || Clusters count: 11 || Log posterior: -3208.4404277497383 || Iter Time:0.02798604965209961 || Total time:17.271156311035156 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 577 || Clusters count: 11 || Log posterior: -3250.408915514479 || Iter Time:0.011044979095458984 || Total time:17.282201290130615 Iteration: 578 || Clusters count: 11 || Log posterior: -3217.8025882112624 || Iter Time:0.028220176696777344 || Total time:17.310421466827393 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 579 || Clusters count: 11 || Log posterior: -3224.000713914068 || Iter Time:0.010357141494750977 || Total time:17.320778608322144 Iteration: 580 || Clusters count: 11 || Log posterior: -3210.915710079549 || Iter Time:0.029198884963989258 || Total 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Iteration: 597 || Clusters count: 11 || Log posterior: -3256.9777626611003 || Iter Time:0.01073002815246582 || Total time:17.680773496627808 Iteration: 598 || Clusters count: 11 || Log posterior: -3249.3884801990043 || Iter Time:0.027117013931274414 || Total time:17.707890510559082 Loading and distributing data: 0.000182 seconds (141 allocations: 13.242 KiB) Iteration: 599 || Clusters count: 11 || Log posterior: -3280.010600957252 || Iter Time:0.010711193084716797 || Total time:17.7186017036438 Iteration: 600 || Clusters count: 11 || Log posterior: -3268.316699861083 || Iter Time:0.028644084930419922 || Total time:17.74724578857422 Loading and distributing data: 0.000218 seconds (141 allocations: 13.242 KiB) Iteration: 601 || Clusters count: 11 || Log posterior: -3301.529452995977 || Iter Time:0.011302947998046875 || Total time:17.758548736572266 Iteration: 602 || Clusters count: 11 || Log posterior: -3280.4471557161237 || Iter Time:0.027502059936523438 || Total time:17.78605079650879 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Iteration: 636 || Clusters count: 13 || Log posterior: -3202.86113792889 || Iter Time:0.032208919525146484 || Total time:18.555097341537476 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 637 || Clusters count: 13 || Log posterior: -3257.3151761294876 || Iter Time:0.012562990188598633 || Total time:18.567660331726074 Iteration: 638 || Clusters count: 13 || Log posterior: -3230.915964339119 || Iter Time:0.03289008140563965 || Total time:18.600550413131714 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 639 || Clusters count: 13 || Log posterior: -3243.5195094893174 || Iter Time:0.012183904647827148 || Total time:18.61273431777954 Iteration: 640 || Clusters count: 13 || Log posterior: -3221.3432888949746 || Iter Time:0.03223299980163574 || Total time:18.644967317581177 Loading and distributing data: 0.000190 seconds (141 allocations: 13.242 KiB) Iteration: 641 || Clusters count: 13 || Log posterior: 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|| Total time:18.91859245300293 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 653 || Clusters count: 13 || Log posterior: -3245.908233943606 || Iter Time:0.012517929077148438 || Total time:18.931110382080078 Iteration: 654 || Clusters count: 13 || Log posterior: -3224.922310252597 || Iter Time:0.032766103744506836 || Total time:18.963876485824585 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 655 || Clusters count: 13 || Log posterior: -3266.673885005853 || Iter Time:0.014760971069335938 || Total time:18.97863745689392 Iteration: 656 || Clusters count: 13 || Log posterior: -3248.229289896134 || Iter Time:0.03396201133728027 || Total time:19.0125994682312 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 657 || Clusters count: 13 || Log posterior: -3265.8240274037803 || Iter Time:0.012083053588867188 || Total time:19.02468252182007 Iteration: 658 || Clusters count: 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Iteration: 669 || Clusters count: 16 || Log posterior: -3284.8728082312286 || Iter Time:0.01483011245727539 || Total time:19.338489770889282 Iteration: 670 || Clusters count: 15 || Log posterior: -3268.8097010910164 || Iter Time:0.038522958755493164 || Total time:19.377012729644775 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 671 || Clusters count: 16 || Log posterior: -3281.932408327696 || Iter Time:0.014312028884887695 || Total time:19.391324758529663 Iteration: 672 || Clusters count: 16 || Log posterior: -3253.0790057795225 || Iter Time:0.039095163345336914 || Total time:19.430419921875 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 673 || Clusters count: 15 || Log posterior: -3210.803359758733 || Iter Time:0.012573957443237305 || Total time:19.442993879318237 Iteration: 674 || Clusters count: 14 || Log posterior: -3177.7900674162 || Iter Time:0.036437034606933594 || Total time:19.47943091392517 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 675 || Clusters count: 14 || Log posterior: -3258.9300590440703 || Iter Time:0.012195110321044922 || Total time:19.491626024246216 Iteration: 676 || Clusters count: 14 || Log posterior: -3219.313983007037 || Iter Time:0.03507709503173828 || Total time:19.526703119277954 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 677 || Clusters count: 14 || Log posterior: -3233.968245926606 || Iter Time:0.012060880661010742 || Total time:19.538763999938965 Iteration: 678 || Clusters count: 14 || Log posterior: -3208.124706591927 || Iter Time:0.034422874450683594 || Total time:19.57318687438965 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 679 || Clusters count: 14 || Log posterior: -3176.245506014879 || Iter Time:0.014627933502197266 || Total time:19.587814807891846 Iteration: 680 || Clusters count: 14 || Log posterior: -3168.461040923981 || Iter Time:0.040051937103271484 || Total time:19.627866744995117 Loading and distributing data: 0.000207 seconds (141 allocations: 13.211 KiB) Iteration: 681 || Clusters count: 15 || Log posterior: -3163.8018823863013 || Iter Time:0.015584945678710938 || Total time:19.643451690673828 Iteration: 682 || Clusters count: 14 || Log posterior: -3147.450929013753 || Iter Time:0.03766989707946777 || Total time:19.681121587753296 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 683 || Clusters count: 14 || Log posterior: -3208.1186778139577 || Iter Time:0.012608051300048828 || Total time:19.693729639053345 Iteration: 684 || Clusters count: 14 || Log posterior: -3196.0850668528597 || Iter Time:0.036330223083496094 || Total time:19.73005986213684 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 685 || Clusters count: 14 || Log posterior: -3244.04902241552 || Iter Time:0.014457941055297852 || Total time:19.74451780319214 Iteration: 686 || Clusters count: 14 || Log posterior: -3226.930640411173 || Iter Time:0.03685307502746582 || Total time:19.781370878219604 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 687 || Clusters count: 13 || Log posterior: -3245.6663056125503 || Iter Time:0.05734515190124512 || Total time:19.83871603012085 Iteration: 688 || Clusters count: 13 || Log posterior: -3235.95608749526 || Iter Time:0.05739593505859375 || Total time:19.896111965179443 Loading and distributing data: 0.000184 seconds (141 allocations: 13.242 KiB) Iteration: 689 || Clusters count: 13 || Log posterior: -3227.330557978138 || Iter Time:0.013284921646118164 || Total time:19.90939688682556 Iteration: 690 || Clusters count: 13 || Log posterior: -3215.432535740566 || Iter Time:0.032629966735839844 || Total time:19.9420268535614 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 691 || Clusters count: 13 || Log 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(141 allocations: 13.211 KiB) Iteration: 697 || Clusters count: 13 || Log posterior: -3269.923688584302 || Iter Time:0.013681888580322266 || Total time:20.103184700012207 Iteration: 698 || Clusters count: 13 || Log posterior: -3237.3127934256368 || Iter Time:0.033881187438964844 || Total time:20.137065887451172 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 699 || Clusters count: 13 || Log posterior: -3182.6268307318287 || Iter Time:0.013311147689819336 || Total time:20.15037703514099 Iteration: 700 || Clusters count: 13 || Log posterior: -3167.2832900159 || Iter Time:0.035063982009887695 || Total time:20.18544101715088 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 701 || Clusters count: 13 || Log posterior: -3209.686450546741 || Iter Time:0.013717889785766602 || Total time:20.199158906936646 Iteration: 702 || Clusters count: 13 || Log posterior: -3172.1011529303846 || Iter Time:0.03389096260070801 || 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Iteration: 719 || Clusters count: 13 || Log posterior: -3191.702112637916 || Iter Time:0.013152837753295898 || Total time:20.642054080963135 Iteration: 720 || Clusters count: 13 || Log posterior: -3165.60060370512 || Iter Time:0.03278684616088867 || Total time:20.674840927124023 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 721 || Clusters count: 13 || Log posterior: -3206.866244280091 || Iter Time:0.012964010238647461 || Total time:20.68780493736267 Iteration: 722 || Clusters count: 13 || Log posterior: -3178.76125746894 || Iter Time:0.033625125885009766 || Total time:20.72143006324768 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 723 || Clusters count: 13 || Log posterior: -3274.5388715431027 || Iter Time:0.012958049774169922 || Total time:20.73438811302185 Iteration: 724 || Clusters count: 13 || Log posterior: -3250.4420780585615 || Iter Time:0.03469705581665039 || Total time:20.7690851688385 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 725 || Clusters count: 13 || Log posterior: -3277.3008054976185 || Iter Time:0.012297868728637695 || Total time:20.78138303756714 Iteration: 726 || Clusters count: 13 || Log posterior: -3248.6112942085783 || Iter Time:0.036637067794799805 || Total time:20.81802010536194 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 727 || Clusters count: 13 || Log posterior: -3246.834958975002 || Iter Time:0.013679027557373047 || Total time:20.83169913291931 Iteration: 728 || Clusters count: 13 || Log posterior: -3231.7128375479174 || Iter Time:0.03421497344970703 || Total time:20.86591410636902 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 729 || Clusters count: 14 || Log posterior: -3271.4842933650275 || Iter Time:0.01359701156616211 || Total time:20.87951111793518 Iteration: 730 || Clusters count: 13 || Log posterior: 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Iteration: 758 || Clusters count: 14 || Log posterior: -3203.733189101812 || Iter Time:0.034471988677978516 || Total time:21.59228014945984 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 759 || Clusters count: 14 || Log posterior: -3208.3755909065235 || Iter Time:0.012887001037597656 || Total time:21.605167150497437 Iteration: 760 || Clusters count: 14 || Log posterior: -3191.7660150742913 || Iter Time:0.03526020050048828 || Total time:21.640427350997925 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 761 || Clusters count: 14 || Log posterior: -3193.2925262168296 || Iter Time:0.01318812370300293 || Total time:21.653615474700928 Iteration: 762 || Clusters count: 14 || Log posterior: -3178.85484714809 || Iter Time:0.03503990173339844 || Total time:21.688655376434326 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 763 || Clusters count: 13 || Log posterior: 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Iteration: 791 || Clusters count: 13 || Log posterior: -3171.622638406566 || Iter Time:0.012908935546875 || Total time:22.388746738433838 Iteration: 792 || Clusters count: 13 || Log posterior: -3159.4579327608244 || Iter Time:0.03276491165161133 || Total time:22.42151165008545 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 793 || Clusters count: 13 || Log posterior: -3185.271560062454 || Iter Time:0.012822151184082031 || Total time:22.43433380126953 Iteration: 794 || Clusters count: 13 || Log posterior: -3170.9860988658556 || Iter Time:0.03442215919494629 || Total time:22.468755960464478 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 795 || Clusters count: 13 || Log posterior: -3269.6980193151967 || Iter Time:0.013772010803222656 || Total time:22.4825279712677 Iteration: 796 || Clusters count: 13 || Log posterior: -3236.9277581935116 || Iter Time:0.036184072494506836 || Total time:22.518712043762207 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-3282.3215168135703 || Iter Time:0.03479719161987305 || Total time:22.687588453292847 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 803 || Clusters count: 13 || Log posterior: -3314.9539262968774 || Iter Time:0.012175798416137695 || Total time:22.699764251708984 Iteration: 804 || Clusters count: 13 || Log posterior: -3294.270230326824 || Iter Time:0.03130197525024414 || Total time:22.73106622695923 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 805 || Clusters count: 13 || Log posterior: -3311.4328664368127 || Iter Time:0.012620925903320312 || Total time:22.74368715286255 Iteration: 806 || Clusters count: 13 || Log posterior: -3270.817481632401 || Iter Time:0.03233814239501953 || Total time:22.77602529525757 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 807 || Clusters count: 13 || Log posterior: -3267.469090788105 || Iter Time:0.013001203536987305 || Total 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Log posterior: -3253.4286861249484 || Iter Time:0.013216018676757812 || Total time:22.931031703948975 Iteration: 814 || Clusters count: 13 || Log posterior: -3215.4717307044557 || Iter Time:0.03283381462097168 || Total time:22.963865518569946 Loading and distributing data: 0.000184 seconds (141 allocations: 13.242 KiB) Iteration: 815 || Clusters count: 13 || Log posterior: -3252.423901881073 || Iter Time:0.012899160385131836 || Total time:22.976764678955078 Iteration: 816 || Clusters count: 13 || Log posterior: -3232.6137523385582 || Iter Time:0.031733036041259766 || Total time:23.008497714996338 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 817 || Clusters count: 13 || Log posterior: -3263.39556415099 || Iter Time:0.01165008544921875 || Total time:23.020147800445557 Iteration: 818 || Clusters count: 13 || Log posterior: -3240.4609061978 || Iter Time:0.03239297866821289 || Total time:23.05254077911377 Loading and distributing data: 0.000200 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Iteration: 863 || Clusters count: 14 || Log posterior: -3247.1317563260945 || Iter Time:0.013289213180541992 || Total time:24.16120672225952 Iteration: 864 || Clusters count: 14 || Log posterior: -3243.206329519476 || Iter Time:0.03470206260681152 || Total time:24.195908784866333 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 865 || Clusters count: 14 || Log posterior: -3256.619846784837 || Iter Time:0.013215065002441406 || Total time:24.209123849868774 Iteration: 866 || Clusters count: 13 || Log posterior: -3226.228704118351 || Iter Time:0.038702964782714844 || Total time:24.24782681465149 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 867 || Clusters count: 14 || Log posterior: -3263.335635910807 || Iter Time:0.01347208023071289 || Total time:24.261298894882202 Iteration: 868 || Clusters count: 14 || Log posterior: -3236.2230722315694 || Iter Time:0.03454995155334473 || Total time:24.295848846435547 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 869 || Clusters count: 13 || Log posterior: -3241.47775773903 || Iter Time:0.013360023498535156 || Total time:24.309208869934082 Iteration: 870 || Clusters count: 13 || Log posterior: -3221.8630326547363 || Iter Time:0.033254146575927734 || Total time:24.34246301651001 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 871 || Clusters count: 13 || Log posterior: -3265.936330375199 || Iter Time:0.012542963027954102 || Total time:24.355005979537964 Iteration: 872 || Clusters count: 13 || Log posterior: -3256.2554280754935 || Iter Time:0.03278613090515137 || Total time:24.387792110443115 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 873 || Clusters count: 13 || Log posterior: -3295.6422307616226 || Iter Time:0.012379884719848633 || Total time:24.400171995162964 Iteration: 874 || Clusters count: 13 || Log posterior: -3283.6574451186884 || Iter Time:0.03258681297302246 || Total time:24.432758808135986 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 875 || Clusters count: 13 || Log posterior: -3294.298221964458 || Iter Time:0.012534856796264648 || Total time:24.44529366493225 Iteration: 876 || Clusters count: 13 || Log posterior: -3279.204551482888 || Iter Time:0.0358119010925293 || Total time:24.48110556602478 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 877 || Clusters count: 13 || Log posterior: -3244.5540116439297 || Iter Time:0.013782978057861328 || Total time:24.49488854408264 Iteration: 878 || Clusters count: 13 || Log posterior: -3226.1348512521613 || Iter Time:0.032006025314331055 || Total time:24.526894569396973 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 879 || Clusters count: 13 || Log posterior: -3217.961099035672 || Iter Time:0.012327194213867188 || Total 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Log posterior: -3243.928853690597 || Iter Time:0.013028144836425781 || Total time:24.699172735214233 Iteration: 886 || Clusters count: 13 || Log posterior: -3227.9072069376953 || Iter Time:0.03198099136352539 || Total time:24.73115372657776 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 887 || Clusters count: 13 || Log posterior: -3270.1159809217947 || Iter Time:0.013551950454711914 || Total time:24.74470567703247 Iteration: 888 || Clusters count: 13 || Log posterior: -3247.988497040776 || Iter Time:0.03369593620300293 || Total time:24.778401613235474 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 889 || Clusters count: 13 || Log posterior: -3261.7682398964666 || Iter Time:0.014629125595092773 || Total time:24.793030738830566 Iteration: 890 || Clusters count: 13 || Log posterior: -3251.565414915751 || Iter Time:0.0345458984375 || Total time:24.827576637268066 Loading and distributing data: 0.000198 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Iteration: 902 || Clusters count: 14 || Log posterior: -3209.6704387108975 || Iter Time:0.0369570255279541 || Total time:25.12102437019348 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 903 || Clusters count: 14 || Log posterior: -3232.202891607444 || Iter Time:0.012914896011352539 || Total time:25.133939266204834 Iteration: 904 || Clusters count: 13 || Log posterior: -3211.243997408146 || Iter Time:0.034362077713012695 || Total time:25.168301343917847 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 905 || Clusters count: 13 || Log posterior: -3212.0918565508446 || Iter Time:0.01310586929321289 || Total time:25.18140721321106 Iteration: 906 || Clusters count: 13 || Log posterior: -3202.435875247387 || Iter Time:0.03330397605895996 || Total time:25.21471118927002 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 907 || Clusters count: 13 || Log posterior: 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|| Log posterior: -3201.803088625776 || Iter Time:0.03292393684387207 || Total time:25.674304485321045 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 925 || Clusters count: 14 || Log posterior: -3211.2672703013736 || Iter Time:0.013744831085205078 || Total time:25.68804931640625 Iteration: 926 || Clusters count: 13 || Log posterior: -3182.441348106307 || Iter Time:0.03626418113708496 || Total time:25.724313497543335 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 927 || Clusters count: 13 || Log posterior: -3256.837104431206 || Iter Time:0.012706995010375977 || Total time:25.73702049255371 Iteration: 928 || Clusters count: 13 || Log posterior: -3218.309927496501 || Iter Time:0.033143043518066406 || Total time:25.770163536071777 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 929 || Clusters count: 13 || Log posterior: -3259.4730713356553 || Iter 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Iteration: 935 || Clusters count: 14 || Log posterior: -3265.42980731331 || Iter Time:0.013718128204345703 || Total time:25.925028800964355 Iteration: 936 || Clusters count: 14 || Log posterior: -3223.3508560606906 || Iter Time:0.03453397750854492 || Total time:25.9595627784729 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 937 || Clusters count: 14 || Log posterior: -3265.9329075661562 || Iter Time:0.013721942901611328 || Total time:25.97328472137451 Iteration: 938 || Clusters count: 13 || Log posterior: -3236.3084373617285 || Iter Time:0.0372469425201416 || Total time:26.010531663894653 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 939 || Clusters count: 13 || Log posterior: -3191.0409513302075 || Iter Time:0.038043975830078125 || Total time:26.04857563972473 Iteration: 940 || Clusters count: 13 || Log posterior: -3178.51456518516 || Iter Time:0.037075042724609375 || Total time:26.08565068244934 Loading and distributing data: 0.000209 seconds (141 allocations: 13.211 KiB) Iteration: 941 || Clusters count: 13 || Log posterior: -3238.45825258116 || Iter Time:0.013818025588989258 || Total time:26.09946870803833 Iteration: 942 || Clusters count: 13 || Log posterior: -3215.6646012213823 || Iter Time:0.03606700897216797 || Total time:26.135535717010498 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 943 || Clusters count: 13 || Log posterior: -3221.0454301065697 || Iter Time:0.012475967407226562 || Total time:26.148011684417725 Iteration: 944 || Clusters count: 13 || Log posterior: -3202.557719954269 || Iter Time:0.0335240364074707 || Total time:26.181535720825195 Loading and distributing data: 0.000220 seconds (141 allocations: 13.211 KiB) Iteration: 945 || Clusters count: 13 || Log posterior: -3219.1779013111227 || Iter Time:0.014348983764648438 || Total time:26.195884704589844 Iteration: 946 || Clusters count: 13 || Log posterior: -3207.2239212500967 || Iter Time:0.03821420669555664 || Total time:26.2340989112854 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 947 || Clusters count: 13 || Log posterior: -3230.2670649099223 || Iter Time:0.012728214263916016 || Total time:26.246827125549316 Iteration: 948 || Clusters count: 13 || Log posterior: -3206.0778812246267 || Iter Time:0.03505682945251465 || Total time:26.28188395500183 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 949 || Clusters count: 13 || Log posterior: -3217.513595600465 || Iter Time:0.013370990753173828 || Total time:26.295254945755005 Iteration: 950 || Clusters count: 13 || Log posterior: -3198.3455838409377 || Iter Time:0.03525185585021973 || Total time:26.330506801605225 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 951 || Clusters count: 13 || Log posterior: -3209.9480185343377 || Iter Time:0.013540983200073242 || Total 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Iteration: 974 || Clusters count: 14 || Log posterior: -3230.5824121359083 || Iter Time:0.03962087631225586 || Total time:26.957040071487427 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 975 || Clusters count: 14 || Log posterior: -3263.8462349605084 || Iter Time:0.01343083381652832 || Total time:26.970470905303955 Iteration: 976 || Clusters count: 14 || Log posterior: -3250.882108240444 || Iter Time:0.03794097900390625 || Total time:27.00841188430786 Loading and distributing data: 0.000196 seconds (141 allocations: 13.242 KiB) Iteration: 977 || Clusters count: 14 || Log posterior: -3212.2962436914722 || Iter Time:0.014765024185180664 || Total time:27.023176908493042 Iteration: 978 || Clusters count: 14 || Log posterior: -3208.766563028376 || Iter Time:0.040058135986328125 || Total time:27.06323504447937 Loading and distributing data: 0.000219 seconds (141 allocations: 13.211 KiB) Iteration: 979 || Clusters count: 14 || Log posterior: 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13 || Log posterior: -3201.7440735357072 || Iter Time:0.03609013557434082 || Total time:27.56030821800232 Loading and distributing data: 0.000217 seconds (141 allocations: 13.211 KiB) Iteration: 997 || Clusters count: 13 || Log posterior: -3253.8527584142353 || Iter Time:0.01474905014038086 || Total time:27.5750572681427 Iteration: 998 || Clusters count: 13 || Log posterior: -3225.2002969892915 || Iter Time:0.0368189811706543 || Total time:27.611876249313354 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 999 || Clusters count: 13 || Log posterior: -3205.417073423538 || Iter Time:0.01431894302368164 || Total time:27.626195192337036 Iteration: 1000 || Clusters count: 13 || Log posterior: -3196.039789162231 || Iter Time:0.034706830978393555 || Total time:27.66090202331543 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1001 || Clusters count: 13 || Log posterior: -3238.8363271392636 || Iter 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Iteration: 1007 || Clusters count: 13 || Log posterior: -3241.1640748541704 || Iter Time:0.012624979019165039 || Total time:27.821683645248413 Iteration: 1008 || Clusters count: 13 || Log posterior: -3229.3534635899664 || Iter Time:0.033303022384643555 || Total time:27.854986667633057 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1009 || Clusters count: 13 || Log posterior: -3228.6723837171694 || Iter Time:0.012536048889160156 || Total time:27.867522716522217 Iteration: 1010 || Clusters count: 13 || Log posterior: -3203.751642608255 || Iter Time:0.032911062240600586 || Total time:27.900433778762817 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1011 || Clusters count: 13 || Log posterior: -3215.540203532614 || Iter Time:0.012739896774291992 || Total time:27.91317367553711 Iteration: 1012 || Clusters count: 13 || Log posterior: -3211.1413954187906 || Iter Time:0.035594940185546875 || Total 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Iteration: 1029 || Clusters count: 13 || Log posterior: -3263.958752023875 || Iter Time:0.012430906295776367 || Total time:28.378312587738037 Iteration: 1030 || Clusters count: 13 || Log posterior: -3244.4951375923656 || Iter Time:0.034722089767456055 || Total time:28.413034677505493 Loading and distributing data: 0.000190 seconds (141 allocations: 13.242 KiB) Iteration: 1031 || Clusters count: 13 || Log posterior: -3254.372397477587 || Iter Time:0.014816045761108398 || Total time:28.4278507232666 Iteration: 1032 || Clusters count: 13 || Log posterior: -3236.508554292957 || Iter Time:0.04181098937988281 || Total time:28.469661712646484 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1033 || Clusters count: 13 || Log posterior: -3244.668174554929 || Iter Time:0.014338016510009766 || Total time:28.483999729156494 Iteration: 1034 || Clusters count: 13 || Log posterior: -3220.6264310695205 || Iter Time:0.03792691230773926 || Total 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13 || Log posterior: -3153.144225990672 || Iter Time:0.03863787651062012 || Total time:28.67766785621643 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1041 || Clusters count: 13 || Log posterior: -3234.9268179004666 || Iter Time:0.013303995132446289 || Total time:28.690971851348877 Iteration: 1042 || Clusters count: 13 || Log posterior: -3206.491292851019 || Iter Time:0.03720402717590332 || Total time:28.72817587852478 Loading and distributing data: 0.000198 seconds (141 allocations: 13.242 KiB) Iteration: 1043 || Clusters count: 13 || Log posterior: -3272.1083166743697 || Iter Time:0.013979196548461914 || Total time:28.742155075073242 Iteration: 1044 || Clusters count: 13 || Log posterior: -3256.1914990807463 || Iter Time:0.03672981262207031 || Total time:28.778884887695312 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1045 || Clusters count: 13 || Log posterior: -3267.220617323493 || Iter 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Iteration: 1051 || Clusters count: 13 || Log posterior: -3256.517921822824 || Iter Time:0.012614965438842773 || Total time:28.943973302841187 Iteration: 1052 || Clusters count: 13 || Log posterior: -3237.406866380845 || Iter Time:0.058946847915649414 || Total time:29.002920150756836 Loading and distributing data: 0.000186 seconds (141 allocations: 13.242 KiB) Iteration: 1053 || Clusters count: 13 || Log posterior: -3231.1026497737485 || Iter Time:0.012305974960327148 || Total time:29.015226125717163 Iteration: 1054 || Clusters count: 13 || Log posterior: -3209.1920020834928 || Iter Time:0.032852888107299805 || Total time:29.048079013824463 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1055 || Clusters count: 13 || Log posterior: -3225.252359931712 || Iter Time:0.013722896575927734 || Total time:29.06180191040039 Iteration: 1056 || Clusters count: 13 || Log posterior: -3211.241638230676 || Iter Time:0.04986095428466797 || Total 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|| Log posterior: -3213.362918007261 || Iter Time:0.03634381294250488 || Total time:29.2580885887146 Loading and distributing data: 0.000219 seconds (141 allocations: 13.211 KiB) Iteration: 1063 || Clusters count: 13 || Log posterior: -3221.517761576261 || Iter Time:0.014180898666381836 || Total time:29.27226948738098 Iteration: 1064 || Clusters count: 13 || Log posterior: -3201.5811311420753 || Iter Time:0.03941798210144043 || Total time:29.311687469482422 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1065 || Clusters count: 13 || Log posterior: -3259.221141698229 || Iter Time:0.014200210571289062 || Total time:29.32588768005371 Iteration: 1066 || Clusters count: 13 || Log posterior: -3236.511730627444 || Iter Time:0.03883004188537598 || Total time:29.364717721939087 Loading and distributing data: 0.000187 seconds (141 allocations: 13.242 KiB) Iteration: 1067 || Clusters count: 13 || Log posterior: -3240.609159754632 || Iter 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KiB) Iteration: 1073 || Clusters count: 13 || Log posterior: -3218.4350834846846 || Iter Time:0.014358043670654297 || Total time:29.54125714302063 Iteration: 1074 || Clusters count: 13 || Log posterior: -3191.5568072724295 || Iter Time:0.03777599334716797 || Total time:29.579033136367798 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1075 || Clusters count: 13 || Log posterior: -3200.3502402934123 || Iter Time:0.013769149780273438 || Total time:29.59280228614807 Iteration: 1076 || Clusters count: 13 || Log posterior: -3180.511178261539 || Iter Time:0.03560495376586914 || Total time:29.62840723991394 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1077 || Clusters count: 13 || Log posterior: -3164.0076218897148 || Iter Time:0.014236211776733398 || Total time:29.642643451690674 Iteration: 1078 || Clusters count: 13 || Log posterior: -3148.6791189719765 || Iter Time:0.03792905807495117 || Total 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Iteration: 1095 || Clusters count: 13 || Log posterior: -3254.7802857777137 || Iter Time:0.013987064361572266 || Total time:30.209012031555176 Iteration: 1096 || Clusters count: 13 || Log posterior: -3235.975762632981 || Iter Time:0.03773903846740723 || Total time:30.246751070022583 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1097 || Clusters count: 13 || Log posterior: -3244.4409070991323 || Iter Time:0.014834165573120117 || Total time:30.261585235595703 Iteration: 1098 || Clusters count: 13 || Log posterior: -3218.990733437408 || Iter Time:0.037544965744018555 || Total time:30.29913020133972 Loading and distributing data: 0.000212 seconds (141 allocations: 13.211 KiB) Iteration: 1099 || Clusters count: 13 || Log posterior: -3227.564079696501 || Iter Time:0.01339411735534668 || Total time:30.31252431869507 Iteration: 1100 || Clusters count: 13 || Log posterior: -3214.5376719855635 || Iter Time:0.037336111068725586 || Total 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Iteration: 1117 || Clusters count: 13 || Log posterior: -3223.16343909179 || Iter Time:0.013901948928833008 || Total time:31.308099269866943 Iteration: 1118 || Clusters count: 13 || Log posterior: -3211.36959457938 || Iter Time:0.03723907470703125 || Total time:31.345338344573975 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 1119 || Clusters count: 13 || Log posterior: -3256.2021288060805 || Iter Time:0.014892101287841797 || Total time:31.360230445861816 Iteration: 1120 || Clusters count: 13 || Log posterior: -3229.808155432637 || Iter Time:0.036199092864990234 || Total time:31.396429538726807 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1121 || Clusters count: 13 || Log posterior: -3249.118726378645 || Iter Time:0.014861106872558594 || Total time:31.411290645599365 Iteration: 1122 || Clusters count: 13 || Log posterior: -3235.163138425966 || Iter Time:0.034214019775390625 || Total 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Iteration: 1139 || Clusters count: 14 || Log posterior: -3183.901904417584 || Iter Time:0.014275074005126953 || Total time:31.866291522979736 Iteration: 1140 || Clusters count: 14 || Log posterior: -3154.1982383046 || Iter Time:0.03925299644470215 || Total time:31.90554451942444 Loading and distributing data: 0.000216 seconds (141 allocations: 13.211 KiB) Iteration: 1141 || Clusters count: 14 || Log posterior: -3158.8960862562926 || Iter Time:0.01493382453918457 || Total time:31.920478343963623 Iteration: 1142 || Clusters count: 14 || Log posterior: -3143.6508657781055 || Iter Time:0.038507938385009766 || Total time:31.958986282348633 Loading and distributing data: 0.000214 seconds (141 allocations: 13.211 KiB) Iteration: 1143 || Clusters count: 14 || Log posterior: -3174.3913306008567 || Iter Time:0.018633127212524414 || Total time:31.977619409561157 Iteration: 1144 || Clusters count: 14 || Log posterior: -3139.14826732558 || Iter Time:0.04406094551086426 || Total 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|| Log posterior: -3185.326018501012 || Iter Time:0.04206085205078125 || Total time:32.19329524040222 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1151 || Clusters count: 13 || Log posterior: -3230.8035831713405 || Iter Time:0.013896942138671875 || Total time:32.207192182540894 Iteration: 1152 || Clusters count: 13 || Log posterior: -3210.7247084659593 || Iter Time:0.0393831729888916 || Total time:32.246575355529785 Loading and distributing data: 0.000209 seconds (141 allocations: 13.242 KiB) Iteration: 1153 || Clusters count: 13 || Log posterior: -3213.693401515387 || Iter Time:0.014367103576660156 || Total time:32.260942459106445 Iteration: 1154 || Clusters count: 13 || Log posterior: -3192.835681604169 || Iter Time:0.038179874420166016 || Total time:32.29912233352661 Loading and distributing data: 0.000228 seconds (141 allocations: 13.242 KiB) Iteration: 1155 || Clusters count: 13 || Log posterior: -3225.412285108116 || Iter 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Iteration: 1161 || Clusters count: 14 || Log posterior: -3174.3466079692807 || Iter Time:0.015103816986083984 || Total time:32.47050738334656 Iteration: 1162 || Clusters count: 14 || Log posterior: -3162.373497865679 || Iter Time:0.039446115493774414 || Total time:32.50995349884033 Loading and distributing data: 0.000187 seconds (141 allocations: 13.242 KiB) Iteration: 1163 || Clusters count: 14 || Log posterior: -3189.7522621512617 || Iter Time:0.014821052551269531 || Total time:32.5247745513916 Iteration: 1164 || Clusters count: 14 || Log posterior: -3178.24993961133 || Iter Time:0.03961491584777832 || Total time:32.56438946723938 Loading and distributing data: 0.000200 seconds (141 allocations: 13.242 KiB) Iteration: 1165 || Clusters count: 14 || Log posterior: -3185.688149985678 || Iter Time:0.013805866241455078 || Total time:32.578195333480835 Iteration: 1166 || Clusters count: 14 || Log posterior: -3161.663463677607 || Iter Time:0.0410001277923584 || Total time:32.61919546127319 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-3142.1397121185046 || Iter Time:0.04373002052307129 || Total time:32.79089379310608 Loading and distributing data: 0.000216 seconds (141 allocations: 13.211 KiB) Iteration: 1173 || Clusters count: 14 || Log posterior: -3276.8761409555746 || Iter Time:0.01532292366027832 || Total time:32.80621671676636 Iteration: 1174 || Clusters count: 14 || Log posterior: -3231.0101698614435 || Iter Time:0.1198570728302002 || Total time:32.92607378959656 Loading and distributing data: 0.000194 seconds (141 allocations: 13.242 KiB) Iteration: 1175 || Clusters count: 14 || Log posterior: -3243.341526363516 || Iter Time:0.01479792594909668 || Total time:32.940871715545654 Iteration: 1176 || Clusters count: 14 || Log posterior: -3220.3229414345674 || Iter Time:0.03764200210571289 || Total time:32.97851371765137 Loading and distributing data: 0.000213 seconds (141 allocations: 13.211 KiB) Iteration: 1177 || Clusters count: 14 || Log posterior: -3219.960090730419 || Iter Time:0.013689994812011719 || Total 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Iteration: 1200 || Clusters count: 13 || Log posterior: -3163.6826097139983 || Iter Time:0.03403782844543457 || Total time:33.56435942649841 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1201 || Clusters count: 13 || Log posterior: -3180.6593807084973 || Iter Time:0.01258087158203125 || Total time:33.576940298080444 Iteration: 1202 || Clusters count: 13 || Log posterior: -3155.797042702217 || Iter Time:0.03373003005981445 || Total time:33.61067032814026 Loading and distributing data: 0.000207 seconds (141 allocations: 13.211 KiB) Iteration: 1203 || Clusters count: 13 || Log posterior: -3226.280876085417 || Iter Time:0.013105154037475586 || Total time:33.623775482177734 Iteration: 1204 || Clusters count: 13 || Log posterior: -3210.948693135248 || Iter Time:0.034887075424194336 || Total time:33.65866255760193 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1205 || Clusters count: 13 || Log posterior: -3258.277185479351 || Iter Time:0.012470006942749023 || Total time:33.67113256454468 Iteration: 1206 || Clusters count: 13 || Log posterior: -3228.380937039415 || Iter Time:0.03231406211853027 || Total time:33.70344662666321 Loading and distributing data: 0.000359 seconds (141 allocations: 13.211 KiB) Iteration: 1207 || Clusters count: 13 || Log posterior: -3250.0290201257408 || Iter Time:0.012309074401855469 || Total time:33.71575570106506 Iteration: 1208 || Clusters count: 13 || Log posterior: -3229.3617019509643 || Iter Time:0.03717803955078125 || Total time:33.752933740615845 Loading and distributing data: 0.000211 seconds (141 allocations: 13.211 KiB) Iteration: 1209 || Clusters count: 13 || Log posterior: -3219.8714873426484 || Iter Time:0.014217138290405273 || Total time:33.76715087890625 Iteration: 1210 || Clusters count: 13 || Log posterior: -3199.889008284052 || Iter Time:0.03946089744567871 || Total time:33.80661177635193 Loading and distributing data: 0.000196 seconds (141 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KiB) Iteration: 1233 || Clusters count: 13 || Log posterior: -3277.6116856300296 || Iter Time:0.013545036315917969 || Total time:34.412588596343994 Iteration: 1234 || Clusters count: 13 || Log posterior: -3247.2269860283386 || Iter Time:0.035449981689453125 || Total time:34.44803857803345 Loading and distributing data: 0.000211 seconds (141 allocations: 13.211 KiB) Iteration: 1235 || Clusters count: 13 || Log posterior: -3211.717275754566 || Iter Time:0.013647079467773438 || Total time:34.46168565750122 Iteration: 1236 || Clusters count: 13 || Log posterior: -3182.556735573847 || Iter Time:0.03593587875366211 || Total time:34.49762153625488 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1237 || Clusters count: 14 || Log posterior: -3179.4247583630613 || Iter Time:0.01508021354675293 || Total time:34.512701749801636 Iteration: 1238 || Clusters count: 14 || Log posterior: -3158.239525308546 || Iter Time:0.037554025650024414 || Total 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13 || Log posterior: -3200.449108078513 || Iter Time:0.03678321838378906 || Total time:34.70143699645996 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1245 || Clusters count: 13 || Log posterior: -3214.7032059729813 || Iter Time:0.012904167175292969 || Total time:34.714341163635254 Iteration: 1246 || Clusters count: 13 || Log posterior: -3192.7339488436737 || Iter Time:0.03631591796875 || Total time:34.750657081604004 Loading and distributing data: 0.000214 seconds (141 allocations: 13.242 KiB) Iteration: 1247 || Clusters count: 13 || Log posterior: -3230.135754477329 || Iter Time:0.013548135757446289 || Total time:34.76420521736145 Iteration: 1248 || Clusters count: 13 || Log posterior: -3211.731282423801 || Iter Time:0.03514504432678223 || Total time:34.79935026168823 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1249 || Clusters count: 13 || Log posterior: -3253.6116247738955 || Iter 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Iteration: 1255 || Clusters count: 13 || Log posterior: -3218.863581050871 || Iter Time:0.013239145278930664 || Total time:34.95250344276428 Iteration: 1256 || Clusters count: 13 || Log posterior: -3185.208136818643 || Iter Time:0.03450489044189453 || Total time:34.98700833320618 Loading and distributing data: 0.000194 seconds (141 allocations: 13.242 KiB) Iteration: 1257 || Clusters count: 14 || Log posterior: -3230.2197981364084 || Iter Time:0.013288021087646484 || Total time:35.00029635429382 Iteration: 1258 || Clusters count: 13 || Log posterior: -3205.8105428173412 || Iter Time:0.03953695297241211 || Total time:35.039833307266235 Loading and distributing data: 0.000208 seconds (141 allocations: 13.242 KiB) Iteration: 1259 || Clusters count: 13 || Log posterior: -3242.048942257555 || Iter Time:0.046114206314086914 || Total time:35.08594751358032 Iteration: 1260 || Clusters count: 13 || Log posterior: -3225.5169920461713 || Iter Time:0.0355679988861084 || Total 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13 || Log posterior: -3187.11251908075 || Iter Time:0.03626418113708496 || Total time:35.28264284133911 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1267 || Clusters count: 14 || Log posterior: -3248.5118325331873 || Iter Time:0.014237165451049805 || Total time:35.29688000679016 Iteration: 1268 || Clusters count: 13 || Log posterior: -3218.9944923812836 || Iter Time:0.037004947662353516 || Total time:35.333884954452515 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1269 || Clusters count: 13 || Log posterior: -3199.955196639034 || Iter Time:0.01373600959777832 || Total time:35.34762096405029 Iteration: 1270 || Clusters count: 13 || Log posterior: -3176.7413156710813 || Iter Time:0.03462505340576172 || Total time:35.382246017456055 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1271 || Clusters count: 13 || Log posterior: -3241.571385758792 || Iter 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Iteration: 1277 || Clusters count: 13 || Log posterior: -3257.0454582783727 || Iter Time:0.014867067337036133 || Total time:35.54680895805359 Iteration: 1278 || Clusters count: 13 || Log posterior: -3224.2278434807854 || Iter Time:0.036276817321777344 || Total time:35.583085775375366 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1279 || Clusters count: 13 || Log posterior: -3248.0550890880013 || Iter Time:0.014013051986694336 || Total time:35.59709882736206 Iteration: 1280 || Clusters count: 13 || Log posterior: -3228.4230931913958 || Iter Time:0.03650307655334473 || Total time:35.633601903915405 Loading and distributing data: 0.000207 seconds (141 allocations: 13.242 KiB) Iteration: 1281 || Clusters count: 13 || Log posterior: -3192.2371449549364 || Iter Time:0.014060020446777344 || Total time:35.64766192436218 Iteration: 1282 || Clusters count: 13 || Log posterior: -3166.3145276249934 || Iter Time:0.03491091728210449 || Total 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14 || Log posterior: -3204.0923620411036 || Iter Time:0.03520703315734863 || Total time:35.82965111732483 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1289 || Clusters count: 14 || Log posterior: -3223.42013886481 || Iter Time:0.013284921646118164 || Total time:35.84293603897095 Iteration: 1290 || Clusters count: 14 || Log posterior: -3194.1988199739712 || Iter Time:0.03848719596862793 || Total time:35.881423234939575 Loading and distributing data: 0.000194 seconds (141 allocations: 13.242 KiB) Iteration: 1291 || Clusters count: 14 || Log posterior: -3217.5541977301864 || Iter Time:0.013025045394897461 || Total time:35.89444828033447 Iteration: 1292 || Clusters count: 14 || Log posterior: -3197.008811565386 || Iter Time:0.03653407096862793 || Total time:35.9309823513031 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1293 || Clusters count: 14 || Log posterior: -3204.8760083330976 || Iter 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Iteration: 1299 || Clusters count: 14 || Log posterior: -3239.3571108489177 || Iter Time:0.014066934585571289 || Total time:36.13587307929993 Iteration: 1300 || Clusters count: 14 || Log posterior: -3214.015449290769 || Iter Time:0.03802084922790527 || Total time:36.17389392852783 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1301 || Clusters count: 14 || Log posterior: -3208.52482890139 || Iter Time:0.013792037963867188 || Total time:36.1876859664917 Iteration: 1302 || Clusters count: 14 || Log posterior: -3195.912789606417 || Iter Time:0.03919219970703125 || Total time:36.22687816619873 Loading and distributing data: 0.000226 seconds (141 allocations: 13.211 KiB) Iteration: 1303 || Clusters count: 14 || Log posterior: -3199.2151966453857 || Iter Time:0.014121055603027344 || Total time:36.24099922180176 Iteration: 1304 || Clusters count: 14 || Log posterior: -3186.6610272344988 || Iter Time:0.042344093322753906 || Total time:36.28334331512451 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-3272.900970731232 || Iter Time:0.03756308555603027 || Total time:36.437326431274414 Loading and distributing data: 0.000191 seconds (141 allocations: 13.242 KiB) Iteration: 1311 || Clusters count: 14 || Log posterior: -3305.0916238031505 || Iter Time:0.013766050338745117 || Total time:36.45109248161316 Iteration: 1312 || Clusters count: 14 || Log posterior: -3265.8887530678903 || Iter Time:0.03823113441467285 || Total time:36.48932361602783 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1313 || Clusters count: 14 || Log posterior: -3314.5698154830297 || Iter Time:0.014722108840942383 || Total time:36.504045724868774 Iteration: 1314 || Clusters count: 14 || Log posterior: -3278.588280091133 || Iter Time:0.035681962966918945 || Total time:36.53972768783569 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1315 || Clusters count: 14 || Log posterior: -3274.3367976070967 || Iter Time:0.013772010803222656 || Total time:36.553499698638916 Iteration: 1316 || Clusters count: 14 || Log posterior: -3245.554194514338 || Iter Time:0.03933215141296387 || Total time:36.59283185005188 Loading and distributing data: 0.000198 seconds (141 allocations: 13.242 KiB) Iteration: 1317 || Clusters count: 15 || Log posterior: -3246.1162164212824 || Iter Time:0.014841079711914062 || Total time:36.607672929763794 Iteration: 1318 || Clusters count: 14 || Log posterior: -3229.1611146940295 || Iter Time:0.03767204284667969 || Total time:36.645344972610474 Loading and distributing data: 0.000211 seconds (141 allocations: 13.242 KiB) Iteration: 1319 || Clusters count: 14 || Log posterior: -3225.7118610257876 || Iter Time:0.013375043869018555 || Total time:36.65872001647949 Iteration: 1320 || Clusters count: 14 || Log posterior: -3202.949026114021 || Iter Time:0.03573298454284668 || Total time:36.69445300102234 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1321 || Clusters 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Iteration: 1338 || Clusters count: 13 || Log posterior: -3185.4239596402044 || Iter Time:0.03502202033996582 || Total time:37.16767978668213 Loading and distributing data: 0.000212 seconds (141 allocations: 13.211 KiB) Iteration: 1339 || Clusters count: 13 || Log posterior: -3176.1896033560097 || Iter Time:0.013270139694213867 || Total time:37.18094992637634 Iteration: 1340 || Clusters count: 13 || Log posterior: -3165.131358473026 || Iter Time:0.03522014617919922 || Total time:37.21617007255554 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1341 || Clusters count: 13 || Log posterior: -3122.8400296196055 || Iter Time:0.013633012771606445 || Total time:37.22980308532715 Iteration: 1342 || Clusters count: 13 || Log posterior: -3109.5093368084545 || Iter Time:0.03364992141723633 || Total time:37.263453006744385 Loading and distributing data: 0.000216 seconds (141 allocations: 13.242 KiB) Iteration: 1343 || Clusters count: 13 || Log posterior: -3211.65436100625 || Iter Time:0.013249874114990234 || Total time:37.276702880859375 Iteration: 1344 || Clusters count: 13 || Log posterior: -3188.5755834022993 || Iter Time:0.03348493576049805 || Total time:37.31018781661987 Loading and distributing data: 0.000206 seconds (141 allocations: 13.242 KiB) Iteration: 1345 || Clusters count: 13 || Log posterior: -3230.562496503762 || Iter Time:0.012629985809326172 || Total time:37.3228178024292 Iteration: 1346 || Clusters count: 13 || Log posterior: -3203.7382782020118 || Iter Time:0.03331494331359863 || Total time:37.3561327457428 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1347 || Clusters count: 13 || Log posterior: -3240.8897665338827 || Iter Time:0.0134429931640625 || Total time:37.36957573890686 Iteration: 1348 || Clusters count: 13 || Log posterior: -3213.518819101135 || Iter Time:0.033866167068481445 || Total time:37.40344190597534 Loading and distributing data: 0.000200 seconds (141 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Iteration: 1371 || Clusters count: 13 || Log posterior: -3252.986154143114 || Iter Time:0.014037132263183594 || Total time:37.97405123710632 Iteration: 1372 || Clusters count: 13 || Log posterior: -3237.0328275188494 || Iter Time:0.03679203987121582 || Total time:38.01084327697754 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1373 || Clusters count: 13 || Log posterior: -3283.74450148209 || Iter Time:0.013668060302734375 || Total time:38.02451133728027 Iteration: 1374 || Clusters count: 13 || Log posterior: -3262.0862561259355 || Iter Time:0.03458094596862793 || Total time:38.0590922832489 Loading and distributing data: 0.000189 seconds (141 allocations: 13.242 KiB) Iteration: 1375 || Clusters count: 13 || Log posterior: -3305.9777185316516 || Iter Time:0.01452183723449707 || Total time:38.0736141204834 Iteration: 1376 || Clusters count: 13 || Log posterior: -3267.727690691873 || Iter Time:0.03547096252441406 || Total time:38.10908508300781 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1377 || Clusters count: 13 || Log posterior: -3239.677467791452 || Iter Time:0.013492822647094727 || Total time:38.12257790565491 Iteration: 1378 || Clusters count: 13 || Log posterior: -3215.946550270642 || Iter Time:0.03373122215270996 || Total time:38.15630912780762 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1379 || Clusters count: 14 || Log posterior: -3243.847594598187 || Iter Time:0.013779163360595703 || Total time:38.17008829116821 Iteration: 1380 || Clusters count: 14 || Log posterior: -3213.5968377854624 || Iter Time:0.036483049392700195 || Total time:38.20657134056091 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1381 || Clusters count: 14 || Log posterior: -3218.6153736227934 || Iter Time:0.012906074523925781 || Total time:38.21947741508484 Iteration: 1382 || Clusters count: 13 || Log posterior: -3197.986027800153 || Iter Time:0.03662586212158203 || Total time:38.25610327720642 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1383 || Clusters count: 13 || Log posterior: -3213.884761851214 || Iter Time:0.012583017349243164 || Total time:38.268686294555664 Iteration: 1384 || Clusters count: 13 || Log posterior: -3193.061307992315 || Iter Time:0.034512996673583984 || Total time:38.30319929122925 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1385 || Clusters count: 13 || Log posterior: -3232.9480209119106 || Iter Time:0.01252889633178711 || Total time:38.315728187561035 Iteration: 1386 || Clusters count: 13 || Log posterior: -3206.33144905295 || Iter Time:0.034774065017700195 || Total time:38.350502252578735 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1387 || Clusters count: 13 || Log posterior: -3211.6278167490723 || Iter Time:0.013190984725952148 || Total time:38.36369323730469 Iteration: 1388 || Clusters count: 13 || Log posterior: -3203.7020362463445 || Iter Time:0.03585982322692871 || Total time:38.399553060531616 Loading and distributing data: 0.000207 seconds (141 allocations: 13.211 KiB) Iteration: 1389 || Clusters count: 13 || Log posterior: -3269.2988763410663 || Iter Time:0.012820959091186523 || Total time:38.4123740196228 Iteration: 1390 || Clusters count: 13 || Log posterior: -3251.186964581025 || Iter Time:0.06268000602722168 || Total time:38.475054025650024 Loading and distributing data: 0.000232 seconds (141 allocations: 13.242 KiB) Iteration: 1391 || Clusters count: 13 || Log posterior: -3249.878767110916 || Iter Time:0.014284133911132812 || Total time:38.48933815956116 Iteration: 1392 || Clusters count: 13 || Log posterior: -3236.680137326007 || Iter Time:0.03235602378845215 || Total time:38.52169418334961 Loading and distributing data: 0.000182 seconds (141 allocations: 13.242 KiB) Iteration: 1393 || Clusters 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time:38.93413162231445 Iteration: 1410 || Clusters count: 13 || Log posterior: -3225.1281473670206 || Iter Time:0.03596997261047363 || Total time:38.97010159492493 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1411 || Clusters count: 13 || Log posterior: -3256.0729899646717 || Iter Time:0.01258397102355957 || Total time:38.982685565948486 Iteration: 1412 || Clusters count: 13 || Log posterior: -3212.123889399959 || Iter Time:0.03261303901672363 || Total time:39.01529860496521 Loading and distributing data: 0.000196 seconds (141 allocations: 13.242 KiB) Iteration: 1413 || Clusters count: 13 || Log posterior: -3226.27126011148 || Iter Time:0.013153076171875 || Total time:39.028451681137085 Iteration: 1414 || Clusters count: 13 || Log posterior: -3181.498421914868 || Iter Time:0.03393101692199707 || Total time:39.06238269805908 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 1415 || Clusters count: 13 || Log posterior: -3155.6933079846804 || Iter Time:0.013866901397705078 || Total time:39.07624959945679 Iteration: 1416 || Clusters count: 13 || Log posterior: -3141.1109061846187 || Iter Time:0.03361010551452637 || Total time:39.10985970497131 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1417 || Clusters count: 13 || Log posterior: -3227.3210573858073 || Iter Time:0.012692928314208984 || Total time:39.12255263328552 Iteration: 1418 || Clusters count: 13 || Log posterior: -3217.5540523588857 || Iter Time:0.034171104431152344 || Total time:39.156723737716675 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1419 || Clusters count: 13 || Log posterior: -3300.355759204597 || Iter Time:0.013064146041870117 || Total time:39.169787883758545 Iteration: 1420 || Clusters count: 13 || Log posterior: -3275.6627582717474 || Iter Time:0.06140899658203125 || Total time:39.231196880340576 Loading and distributing data: 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-3216.8608761356095 || Iter Time:0.014084815979003906 || Total time:39.65243697166443 Iteration: 1438 || Clusters count: 13 || Log posterior: -3187.8047874965478 || Iter Time:0.036683082580566406 || Total time:39.689120054244995 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1439 || Clusters count: 13 || Log posterior: -3199.6222259472506 || Iter Time:0.013337850570678711 || Total time:39.702457904815674 Iteration: 1440 || Clusters count: 13 || Log posterior: -3179.0610353553425 || Iter Time:0.03627610206604004 || Total time:39.738734006881714 Loading and distributing data: 0.000185 seconds (141 allocations: 13.242 KiB) Iteration: 1441 || Clusters count: 13 || Log posterior: -3199.2736894156424 || Iter Time:0.012768983840942383 || Total time:39.751502990722656 Iteration: 1442 || Clusters count: 13 || Log posterior: -3182.47046417285 || Iter Time:0.03438878059387207 || Total time:39.78589177131653 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1443 || Clusters count: 13 || Log posterior: -3245.921603329177 || Iter Time:0.013369083404541016 || Total time:39.79926085472107 Iteration: 1444 || Clusters count: 13 || Log posterior: -3215.401564891369 || Iter Time:0.03782510757446289 || Total time:39.83708596229553 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1445 || Clusters count: 13 || Log posterior: -3256.09819833683 || Iter Time:0.01373600959777832 || Total time:39.85082197189331 Iteration: 1446 || Clusters count: 13 || Log posterior: -3231.6393771840844 || Iter Time:0.03512692451477051 || Total time:39.88594889640808 Loading and distributing data: 0.000214 seconds (141 allocations: 13.242 KiB) Iteration: 1447 || Clusters count: 13 || Log posterior: -3232.2763604471697 || Iter Time:0.01462697982788086 || Total time:39.90057587623596 Iteration: 1448 || Clusters count: 13 || Log posterior: -3209.314876551923 || Iter Time:0.0390620231628418 || 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Time:0.014210939407348633 || Total time:40.23323106765747 Iteration: 1460 || Clusters count: 13 || Log posterior: -3159.547270074859 || Iter Time:0.03791308403015137 || Total time:40.27114415168762 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1461 || Clusters count: 13 || Log posterior: -3181.6804916672086 || Iter Time:0.014690876007080078 || Total time:40.2858350276947 Iteration: 1462 || Clusters count: 13 || Log posterior: -3167.7905891918176 || Iter Time:0.037507057189941406 || Total time:40.323342084884644 Loading and distributing data: 0.000209 seconds (141 allocations: 13.211 KiB) Iteration: 1463 || Clusters count: 13 || Log posterior: -3229.129227964043 || Iter Time:0.014660835266113281 || Total time:40.33800292015076 Iteration: 1464 || Clusters count: 13 || Log posterior: -3220.1175877016553 || Iter Time:0.043473005294799805 || Total time:40.38147592544556 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1465 || Clusters count: 13 || Log posterior: -3190.4657041249807 || Iter Time:0.0152130126953125 || Total time:40.39668893814087 Iteration: 1466 || Clusters count: 13 || Log posterior: -3176.5348987088905 || Iter Time:0.03795504570007324 || Total time:40.43464398384094 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1467 || Clusters count: 13 || Log posterior: -3204.2074500809204 || Iter Time:0.014200925827026367 || Total time:40.44884490966797 Iteration: 1468 || Clusters count: 13 || Log posterior: -3185.0253674093647 || Iter Time:0.035025835037231445 || Total time:40.4838707447052 Loading and distributing data: 0.000208 seconds (141 allocations: 13.242 KiB) Iteration: 1469 || Clusters count: 13 || Log posterior: -3215.7944121573364 || Iter Time:0.014053106307983398 || Total time:40.497923851013184 Iteration: 1470 || Clusters count: 13 || Log posterior: -3207.281740827889 || Iter Time:0.03530383110046387 || Total 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Iteration: 1487 || Clusters count: 13 || Log posterior: -3233.1320019101327 || Iter Time:0.012676000595092773 || Total time:40.975884437561035 Iteration: 1488 || Clusters count: 13 || Log posterior: -3205.287875113143 || Iter Time:0.03432488441467285 || Total time:41.01020932197571 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1489 || Clusters count: 13 || Log posterior: -3175.3884639607236 || Iter Time:0.013752937316894531 || Total time:41.0239622592926 Iteration: 1490 || Clusters count: 13 || Log posterior: -3152.692174201448 || Iter Time:0.03789687156677246 || Total time:41.061859130859375 Loading and distributing data: 0.000210 seconds (141 allocations: 13.242 KiB) Iteration: 1491 || Clusters count: 13 || Log posterior: -3168.7340501099793 || Iter Time:0.013239145278930664 || Total time:41.075098276138306 Iteration: 1492 || Clusters count: 13 || Log posterior: -3158.909232654985 || Iter Time:0.03608202934265137 || Total 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Iteration: 1509 || Clusters count: 13 || Log posterior: -3240.499229547264 || Iter Time:0.014378070831298828 || Total time:41.52125382423401 Iteration: 1510 || Clusters count: 13 || Log posterior: -3226.4241271674814 || Iter Time:0.04037594795227051 || Total time:41.56162977218628 Loading and distributing data: 0.000230 seconds (141 allocations: 13.242 KiB) Iteration: 1511 || Clusters count: 13 || Log posterior: -3210.855404774905 || Iter Time:0.01384115219116211 || Total time:41.57547092437744 Iteration: 1512 || Clusters count: 13 || Log posterior: -3193.514320887551 || Iter Time:0.04213905334472656 || Total time:41.61760997772217 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1513 || Clusters count: 13 || Log posterior: -3202.500005816232 || Iter Time:0.013123035430908203 || Total time:41.630733013153076 Iteration: 1514 || Clusters count: 13 || Log posterior: -3170.3426463850788 || Iter Time:0.03850102424621582 || Total time:41.66923403739929 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-3244.2543982842153 || Iter Time:0.04360198974609375 || Total time:41.82276916503906 Loading and distributing data: 0.000209 seconds (141 allocations: 13.242 KiB) Iteration: 1521 || Clusters count: 14 || Log posterior: -3255.588412425839 || Iter Time:0.014554977416992188 || Total time:41.837324142456055 Iteration: 1522 || Clusters count: 14 || Log posterior: -3224.0749796927994 || Iter Time:0.043168067932128906 || Total time:41.880492210388184 Loading and distributing data: 0.000216 seconds (141 allocations: 13.242 KiB) Iteration: 1523 || Clusters count: 14 || Log posterior: -3256.3082983909753 || Iter Time:0.014055013656616211 || Total time:41.8945472240448 Iteration: 1524 || Clusters count: 14 || Log posterior: -3231.1366986781577 || Iter Time:0.04536104202270508 || Total time:41.939908266067505 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1525 || Clusters count: 14 || Log posterior: -3299.5055764865883 || Iter Time:0.014306068420410156 || 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Iteration: 1548 || Clusters count: 13 || Log posterior: -3219.284901465026 || Iter Time:0.03150296211242676 || Total time:42.546072006225586 Loading and distributing data: 0.000218 seconds (141 allocations: 13.211 KiB) Iteration: 1549 || Clusters count: 13 || Log posterior: -3252.0981676680058 || Iter Time:0.013733863830566406 || Total time:42.55980587005615 Iteration: 1550 || Clusters count: 13 || Log posterior: -3226.4407585972617 || Iter Time:0.034173011779785156 || Total time:42.59397888183594 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1551 || Clusters count: 13 || Log posterior: -3256.983716107714 || Iter Time:0.013214826583862305 || Total time:42.6071937084198 Iteration: 1552 || Clusters count: 13 || Log posterior: -3246.711306993069 || Iter Time:0.033847808837890625 || Total time:42.64104151725769 Loading and distributing data: 0.000207 seconds (141 allocations: 13.242 KiB) Iteration: 1553 || Clusters count: 13 || Log posterior: -3219.503077824317 || Iter Time:0.012678146362304688 || Total time:42.653719663619995 Iteration: 1554 || Clusters count: 13 || Log posterior: -3213.9534954047454 || Iter Time:0.0338129997253418 || Total time:42.68753266334534 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1555 || Clusters count: 13 || Log posterior: -3266.936345509311 || Iter Time:0.01223301887512207 || Total time:42.69976568222046 Iteration: 1556 || Clusters count: 13 || Log posterior: -3229.64325541025 || Iter Time:0.03632998466491699 || Total time:42.736095666885376 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1557 || Clusters count: 13 || Log posterior: -3289.613087685482 || Iter Time:0.012892007827758789 || Total time:42.748987674713135 Iteration: 1558 || Clusters count: 13 || Log posterior: -3268.9289203182466 || Iter Time:0.03351593017578125 || Total time:42.782503604888916 Loading and distributing data: 0.000191 seconds (141 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|| Total time:42.92063760757446 Loading and distributing data: 0.000212 seconds (141 allocations: 13.242 KiB) Iteration: 1565 || Clusters count: 14 || Log posterior: -3247.260071192598 || Iter Time:0.014570236206054688 || Total time:42.93520784378052 Iteration: 1566 || Clusters count: 14 || Log posterior: -3237.663389546784 || Iter Time:0.04146122932434082 || Total time:42.97666907310486 Loading and distributing data: 0.000223 seconds (141 allocations: 13.242 KiB) Iteration: 1567 || Clusters count: 14 || Log posterior: -3289.4273072895808 || Iter Time:0.013988018035888672 || Total time:42.99065709114075 Iteration: 1568 || Clusters count: 14 || Log posterior: -3234.077180729596 || Iter Time:0.06460690498352051 || Total time:43.05526399612427 Loading and distributing data: 0.000191 seconds (141 allocations: 13.242 KiB) Iteration: 1569 || Clusters count: 14 || Log posterior: -3281.970946613627 || Iter Time:0.01450204849243164 || Total time:43.0697660446167 Iteration: 1570 || Clusters 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Iteration: 1581 || Clusters count: 13 || Log posterior: -3271.9284698342403 || Iter Time:0.025620222091674805 || Total time:43.403494358062744 Iteration: 1582 || Clusters count: 13 || Log posterior: -3235.3274905009266 || Iter Time:0.03702998161315918 || Total time:43.4405243396759 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1583 || Clusters count: 13 || Log posterior: -3215.520543442857 || Iter Time:0.012989997863769531 || Total time:43.45351433753967 Iteration: 1584 || Clusters count: 13 || Log posterior: -3200.0839357234013 || Iter Time:0.03541684150695801 || Total time:43.48893117904663 Loading and distributing data: 0.000211 seconds (141 allocations: 13.211 KiB) Iteration: 1585 || Clusters count: 13 || Log posterior: -3237.664636355979 || Iter Time:0.01236104965209961 || Total time:43.50129222869873 Iteration: 1586 || Clusters count: 13 || Log posterior: -3206.763488809874 || Iter Time:0.03197193145751953 || Total time:43.53326416015625 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1587 || Clusters count: 13 || Log posterior: -3177.3364993212385 || Iter Time:0.013133049011230469 || Total time:43.54639720916748 Iteration: 1588 || Clusters count: 13 || Log posterior: -3149.902779563083 || Iter Time:0.03962278366088867 || Total time:43.58601999282837 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1589 || Clusters count: 13 || Log posterior: -3166.8924991184426 || Iter Time:0.013870000839233398 || Total time:43.5998899936676 Iteration: 1590 || Clusters count: 13 || Log posterior: -3133.5911695504697 || Iter Time:0.036808013916015625 || Total time:43.63669800758362 Loading and distributing data: 0.000198 seconds (141 allocations: 13.242 KiB) Iteration: 1591 || Clusters count: 13 || Log posterior: -3216.75430748853 || Iter Time:0.012892961502075195 || Total time:43.64959096908569 Iteration: 1592 || Clusters count: 13 || Log posterior: 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|| Log posterior: -3231.503224135862 || Iter Time:0.01377105712890625 || Total time:43.975517988204956 Iteration: 1604 || Clusters count: 13 || Log posterior: -3209.2531527544947 || Iter Time:0.038744211196899414 || Total time:44.014262199401855 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1605 || Clusters count: 13 || Log posterior: -3242.396169151434 || Iter Time:0.014328956604003906 || Total time:44.02859115600586 Iteration: 1606 || Clusters count: 13 || Log posterior: -3216.549262625327 || Iter Time:0.03733110427856445 || Total time:44.065922260284424 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1607 || Clusters count: 13 || Log posterior: -3265.431321969181 || Iter Time:0.013454914093017578 || Total time:44.07937717437744 Iteration: 1608 || Clusters count: 13 || Log posterior: -3245.2293853982883 || Iter Time:0.03819704055786133 || Total time:44.1175742149353 Loading and distributing data: 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Iteration: 1653 || Clusters count: 12 || Log posterior: -3209.9417362713316 || Iter Time:0.012580156326293945 || Total time:45.247838258743286 Iteration: 1654 || Clusters count: 12 || Log posterior: -3192.228064110048 || Iter Time:0.03272104263305664 || Total time:45.28055930137634 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1655 || Clusters count: 12 || Log posterior: -3231.4725866769545 || Iter Time:0.012269973754882812 || Total time:45.292829275131226 Iteration: 1656 || Clusters count: 12 || Log posterior: -3212.279970604504 || Iter Time:0.035369873046875 || Total time:45.3281991481781 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1657 || Clusters count: 12 || Log posterior: -3265.0994410470803 || Iter Time:0.013918161392211914 || Total time:45.34211730957031 Iteration: 1658 || Clusters count: 12 || Log posterior: -3248.3408208939477 || Iter Time:0.033593177795410156 || Total 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|| Log posterior: -3190.1018916441626 || Iter Time:0.03610801696777344 || Total time:45.54554867744446 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1665 || Clusters count: 12 || Log posterior: -3212.247144662573 || Iter Time:0.01333308219909668 || Total time:45.558881759643555 Iteration: 1666 || Clusters count: 12 || Log posterior: -3202.761127346422 || Iter Time:0.03359699249267578 || Total time:45.59247875213623 Loading and distributing data: 0.000215 seconds (141 allocations: 13.211 KiB) Iteration: 1667 || Clusters count: 12 || Log posterior: -3232.4497384741285 || Iter Time:0.013068914413452148 || Total time:45.60554766654968 Iteration: 1668 || Clusters count: 12 || Log posterior: -3213.2010338585037 || Iter Time:0.034327030181884766 || Total time:45.63987469673157 Loading and distributing data: 0.000206 seconds (141 allocations: 13.242 KiB) Iteration: 1669 || Clusters count: 12 || Log posterior: -3229.407240960668 || Iter 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Iteration: 1675 || Clusters count: 12 || Log posterior: -3203.4211902944503 || Iter Time:0.013293027877807617 || Total time:45.79566478729248 Iteration: 1676 || Clusters count: 12 || Log posterior: -3191.5737748773076 || Iter Time:0.03490710258483887 || Total time:45.83057188987732 Loading and distributing data: 0.000229 seconds (141 allocations: 13.211 KiB) Iteration: 1677 || Clusters count: 12 || Log posterior: -3274.3856921163324 || Iter Time:0.013364076614379883 || Total time:45.8439359664917 Iteration: 1678 || Clusters count: 12 || Log posterior: -3263.4774368372046 || Iter Time:0.03764486312866211 || Total time:45.88158082962036 Loading and distributing data: 0.000219 seconds (141 allocations: 13.242 KiB) Iteration: 1679 || Clusters count: 12 || Log posterior: -3263.9352842678322 || Iter Time:0.01345205307006836 || Total time:45.89503288269043 Iteration: 1680 || Clusters count: 12 || Log posterior: -3250.8602393846045 || Iter Time:0.0335688591003418 || Total 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12 || Log posterior: -3229.3834230817242 || Iter Time:0.034293174743652344 || Total time:46.067728757858276 Loading and distributing data: 0.000202 seconds (141 allocations: 13.242 KiB) Iteration: 1687 || Clusters count: 12 || Log posterior: -3294.5155547088293 || Iter Time:0.012553930282592773 || Total time:46.08028268814087 Iteration: 1688 || Clusters count: 12 || Log posterior: -3279.553647333934 || Iter Time:0.031000137329101562 || Total time:46.11128282546997 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1689 || Clusters count: 12 || Log posterior: -3279.9497619364565 || Iter Time:0.013005971908569336 || Total time:46.12428879737854 Iteration: 1690 || Clusters count: 12 || Log posterior: -3262.5185358992094 || Iter Time:0.03340601921081543 || Total time:46.157694816589355 Loading and distributing data: 0.000207 seconds (141 allocations: 13.211 KiB) Iteration: 1691 || Clusters count: 12 || Log posterior: -3226.7519439960734 || Iter 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Iteration: 1697 || Clusters count: 12 || Log posterior: -3269.1990799114983 || Iter Time:0.013138055801391602 || Total time:46.33917593955994 Iteration: 1698 || Clusters count: 12 || Log posterior: -3242.932422605405 || Iter Time:0.03451991081237793 || Total time:46.373695850372314 Loading and distributing data: 0.000214 seconds (141 allocations: 13.211 KiB) Iteration: 1699 || Clusters count: 12 || Log posterior: -3265.7141195542413 || Iter Time:0.013244867324829102 || Total time:46.386940717697144 Iteration: 1700 || Clusters count: 12 || Log posterior: -3238.2182829271405 || Iter Time:0.03249001502990723 || Total time:46.41943073272705 Loading and distributing data: 0.000209 seconds (141 allocations: 13.242 KiB) Iteration: 1701 || Clusters count: 12 || Log posterior: -3317.994674753553 || Iter Time:0.013659954071044922 || Total time:46.433090686798096 Iteration: 1702 || Clusters count: 12 || Log posterior: -3286.3115470483003 || Iter Time:0.03281092643737793 || Total time:46.465901613235474 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1703 || Clusters count: 12 || Log posterior: -3347.218133420866 || Iter Time:0.01371908187866211 || Total time:46.479620695114136 Iteration: 1704 || Clusters count: 12 || Log posterior: -3320.2867441781223 || Iter Time:0.0343630313873291 || Total time:46.513983726501465 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1705 || Clusters count: 12 || Log posterior: -3270.992426153906 || Iter Time:0.013115167617797852 || Total time:46.52709889411926 Iteration: 1706 || Clusters count: 12 || Log posterior: -3251.1827721786303 || Iter Time:0.03470897674560547 || Total time:46.56180787086487 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 1707 || Clusters count: 12 || Log posterior: -3279.602642522803 || Iter Time:0.012067079544067383 || Total time:46.573874950408936 Iteration: 1708 || Clusters count: 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Iteration: 1719 || Clusters count: 12 || Log posterior: -3234.1860659522067 || Iter Time:0.012306928634643555 || Total time:46.85183644294739 Iteration: 1720 || Clusters count: 12 || Log posterior: -3216.981796310443 || Iter Time:0.037158966064453125 || Total time:46.88899540901184 Loading and distributing data: 0.000222 seconds (141 allocations: 13.211 KiB) Iteration: 1721 || Clusters count: 12 || Log posterior: -3265.0376933702373 || Iter Time:0.012770891189575195 || Total time:46.901766300201416 Iteration: 1722 || Clusters count: 12 || Log posterior: -3251.772384093604 || Iter Time:0.03511381149291992 || Total time:46.936880111694336 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1723 || Clusters count: 13 || Log posterior: -3244.710681706411 || Iter Time:0.013103008270263672 || Total time:46.9499831199646 Iteration: 1724 || Clusters count: 13 || Log posterior: -3236.0669321230775 || Iter Time:0.03389787673950195 || Total 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|| Log posterior: -3244.063348228351 || Iter Time:0.03369712829589844 || Total time:47.149693965911865 Loading and distributing data: 0.000207 seconds (141 allocations: 13.211 KiB) Iteration: 1731 || Clusters count: 13 || Log posterior: -3223.724078659213 || Iter Time:0.012360095977783203 || Total time:47.16205406188965 Iteration: 1732 || Clusters count: 13 || Log posterior: -3218.6998131124355 || Iter Time:0.033737897872924805 || Total time:47.19579195976257 Loading and distributing data: 0.000213 seconds (141 allocations: 13.211 KiB) Iteration: 1733 || Clusters count: 13 || Log posterior: -3234.351652268707 || Iter Time:0.014399051666259766 || Total time:47.21019101142883 Iteration: 1734 || Clusters count: 13 || Log posterior: -3216.7971271282063 || Iter Time:0.03625082969665527 || Total time:47.24644184112549 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1735 || Clusters count: 14 || Log posterior: -3237.5367105187233 || Iter 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Iteration: 1741 || Clusters count: 13 || Log posterior: -3242.0064006216985 || Iter Time:0.012990951538085938 || Total time:47.4176139831543 Iteration: 1742 || Clusters count: 13 || Log posterior: -3235.983389255332 || Iter Time:0.0342710018157959 || Total time:47.45188498497009 Loading and distributing data: 0.000209 seconds (141 allocations: 13.211 KiB) Iteration: 1743 || Clusters count: 13 || Log posterior: -3261.5833838459534 || Iter Time:0.015345096588134766 || Total time:47.46723008155823 Iteration: 1744 || Clusters count: 13 || Log posterior: -3226.9713839725455 || Iter Time:0.034893035888671875 || Total time:47.5021231174469 Loading and distributing data: 0.000190 seconds (141 allocations: 13.242 KiB) Iteration: 1745 || Clusters count: 12 || Log posterior: -3234.264173765859 || Iter Time:0.01373910903930664 || Total time:47.515862226486206 Iteration: 1746 || Clusters count: 12 || Log posterior: -3185.289238506671 || Iter Time:0.03306388854980469 || Total time:47.54892611503601 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-3232.70609974687 || Iter Time:0.031733036041259766 || Total time:47.69250130653381 Loading and distributing data: 0.000213 seconds (141 allocations: 13.211 KiB) Iteration: 1753 || Clusters count: 12 || Log posterior: -3231.3197938413314 || Iter Time:0.012635946273803711 || Total time:47.70513725280762 Iteration: 1754 || Clusters count: 12 || Log posterior: -3213.0579267195512 || Iter Time:0.0320279598236084 || Total time:47.737165212631226 Loading and distributing data: 0.000227 seconds (141 allocations: 13.211 KiB) Iteration: 1755 || Clusters count: 12 || Log posterior: -3248.2333889931624 || Iter Time:0.012504100799560547 || Total time:47.749669313430786 Iteration: 1756 || Clusters count: 12 || Log posterior: -3228.668513272526 || Iter Time:0.0611720085144043 || Total time:47.81084132194519 Loading and distributing data: 0.000206 seconds (141 allocations: 13.242 KiB) Iteration: 1757 || Clusters count: 12 || Log posterior: -3209.5852233614714 || Iter Time:0.01324605941772461 || Total 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Iteration: 1813 || Clusters count: 13 || Log posterior: -3158.33216993819 || Iter Time:0.013009071350097656 || Total time:49.24040937423706 Iteration: 1814 || Clusters count: 13 || Log posterior: -3134.198058130296 || Iter Time:0.036701202392578125 || Total time:49.27711057662964 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1815 || Clusters count: 14 || Log posterior: -3193.534059665365 || Iter Time:0.014880895614624023 || Total time:49.29199147224426 Iteration: 1816 || Clusters count: 13 || Log posterior: -3167.918826216331 || Iter Time:0.038416147232055664 || Total time:49.33040761947632 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1817 || Clusters count: 13 || Log posterior: -3221.012137248293 || Iter Time:0.012541055679321289 || Total time:49.34294867515564 Iteration: 1818 || Clusters count: 13 || Log posterior: -3188.209101880433 || Iter Time:0.06073498725891113 || Total time:49.40368366241455 Loading and distributing data: 0.000182 seconds (141 allocations: 13.242 KiB) Iteration: 1819 || Clusters count: 13 || Log posterior: -3179.6375527299706 || Iter Time:0.012959003448486328 || Total time:49.41664266586304 Iteration: 1820 || Clusters count: 13 || Log posterior: -3170.59311320198 || Iter Time:0.03997302055358887 || Total time:49.456615686416626 Loading and distributing data: 0.000218 seconds (141 allocations: 13.242 KiB) Iteration: 1821 || Clusters count: 13 || Log posterior: -3177.0686556374326 || Iter Time:0.013794898986816406 || Total time:49.47041058540344 Iteration: 1822 || Clusters count: 13 || Log posterior: -3159.9830620066414 || Iter Time:0.03795194625854492 || Total time:49.50836253166199 Loading and distributing data: 0.000217 seconds (141 allocations: 13.211 KiB) Iteration: 1823 || Clusters count: 13 || Log posterior: -3188.528112507889 || Iter Time:0.014243125915527344 || Total time:49.522605657577515 Iteration: 1824 || Clusters count: 13 || Log posterior: -3176.9167579180116 || Iter Time:0.03920102119445801 || Total time:49.56180667877197 Loading and distributing data: 0.000191 seconds (141 allocations: 13.242 KiB) Iteration: 1825 || Clusters count: 13 || Log posterior: -3216.923843856475 || Iter Time:0.014878988265991211 || Total time:49.576685667037964 Iteration: 1826 || Clusters count: 13 || Log posterior: -3198.536980050463 || Iter Time:0.03668093681335449 || Total time:49.61336660385132 Loading and distributing data: 0.000231 seconds (141 allocations: 13.242 KiB) Iteration: 1827 || Clusters count: 13 || Log posterior: -3234.6170638332833 || Iter Time:0.013170957565307617 || Total time:49.626537561416626 Iteration: 1828 || Clusters count: 13 || Log posterior: -3215.7104584583803 || Iter Time:0.03643512725830078 || Total time:49.66297268867493 Loading and distributing data: 0.000216 seconds (141 allocations: 13.211 KiB) Iteration: 1829 || Clusters count: 13 || Log posterior: -3263.787437017672 || Iter Time:0.01341390609741211 || Total time:49.67638659477234 Iteration: 1830 || Clusters count: 13 || Log posterior: -3231.100372739304 || Iter Time:0.04206705093383789 || Total time:49.71845364570618 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1831 || Clusters count: 13 || Log posterior: -3247.3071740300634 || Iter Time:0.013033151626586914 || Total time:49.731486797332764 Iteration: 1832 || Clusters count: 13 || Log posterior: -3227.3594295425364 || Iter Time:0.037132978439331055 || Total time:49.768619775772095 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 1833 || Clusters count: 13 || Log posterior: -3237.7520977016097 || Iter Time:0.012884855270385742 || Total time:49.78150463104248 Iteration: 1834 || Clusters count: 13 || Log posterior: -3219.948056955721 || Iter Time:0.03583097457885742 || Total time:49.81733560562134 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1835 || Clusters count: 13 || Log posterior: -3295.44454964897 || Iter Time:0.014718055725097656 || Total time:49.832053661346436 Iteration: 1836 || Clusters count: 13 || Log posterior: -3277.7048019611293 || Iter Time:0.037138938903808594 || Total time:49.869192600250244 Loading and distributing data: 0.000180 seconds (141 allocations: 13.242 KiB) Iteration: 1837 || Clusters count: 13 || Log posterior: -3290.2638792883918 || Iter Time:0.012893915176391602 || Total time:49.882086515426636 Iteration: 1838 || Clusters count: 13 || Log posterior: -3277.1502545642816 || Iter Time:0.03724813461303711 || Total time:49.91933465003967 Loading and distributing data: 0.000209 seconds (141 allocations: 13.242 KiB) Iteration: 1839 || Clusters count: 13 || Log posterior: -3212.2204799136694 || Iter Time:0.013444185256958008 || Total time:49.93277883529663 Iteration: 1840 || Clusters count: 13 || Log posterior: -3191.992098483681 || Iter Time:0.036599159240722656 || Total time:49.96937799453735 Loading and distributing data: 0.000216 seconds (141 allocations: 13.211 KiB) Iteration: 1841 || Clusters count: 13 || Log posterior: -3186.4146220022803 || Iter Time:0.013085126876831055 || Total time:49.982463121414185 Iteration: 1842 || Clusters count: 13 || Log posterior: -3163.7065647605286 || Iter Time:0.03758382797241211 || Total time:50.0200469493866 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1843 || Clusters count: 13 || Log posterior: -3249.9667819508577 || Iter Time:0.013206958770751953 || Total time:50.03325390815735 Iteration: 1844 || Clusters count: 13 || Log posterior: -3224.4717687754373 || Iter Time:0.03531503677368164 || Total time:50.06856894493103 Loading and distributing data: 0.000211 seconds (141 allocations: 13.211 KiB) Iteration: 1845 || Clusters count: 13 || Log posterior: -3226.235533114028 || Iter Time:0.014699935913085938 || Total time:50.083268880844116 Iteration: 1846 || Clusters count: 13 || Log posterior: -3218.9130036268402 || Iter Time:0.038555145263671875 || Total time:50.12182402610779 Loading and distributing data: 0.000214 seconds (141 allocations: 13.211 KiB) Iteration: 1847 || Clusters count: 13 || Log posterior: -3232.4229957027164 || Iter Time:0.013530969619750977 || Total time:50.13535499572754 Iteration: 1848 || Clusters count: 13 || Log posterior: -3210.408633614595 || Iter Time:0.0407099723815918 || Total time:50.17606496810913 Loading and distributing data: 0.000207 seconds (141 allocations: 13.211 KiB) Iteration: 1849 || Clusters count: 13 || Log posterior: -3203.5076051081114 || Iter Time:0.040812015533447266 || Total time:50.21687698364258 Iteration: 1850 || Clusters count: 13 || Log posterior: -3176.9758665828977 || Iter Time:0.034616947174072266 || Total time:50.25149393081665 Loading and distributing data: 0.000206 seconds (141 allocations: 13.242 KiB) Iteration: 1851 || Clusters count: 13 || Log posterior: -3194.955965285359 || Iter Time:0.013691902160644531 || Total time:50.265185832977295 Iteration: 1852 || Clusters count: 13 || Log posterior: -3181.9559786061072 || Iter Time:0.0364079475402832 || Total time:50.30159378051758 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1853 || Clusters count: 13 || Log posterior: -3172.6913569540516 || Iter Time:0.013809919357299805 || Total time:50.31540369987488 Iteration: 1854 || Clusters count: 13 || Log posterior: -3139.0971330640923 || Iter Time:0.03644204139709473 || Total time:50.35184574127197 Loading and distributing data: 0.000216 seconds (141 allocations: 13.211 KiB) Iteration: 1855 || Clusters count: 13 || Log posterior: -3160.589269147546 || Iter Time:0.013437986373901367 || Total time:50.365283727645874 Iteration: 1856 || Clusters count: 13 || Log posterior: -3143.1852392058545 || Iter Time:0.0368189811706543 || Total time:50.40210270881653 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1857 || Clusters count: 13 || Log posterior: -3205.825335225 || Iter Time:0.013714790344238281 || Total time:50.41581749916077 Iteration: 1858 || Clusters count: 13 || Log posterior: -3185.7308548715077 || Iter Time:0.038134098052978516 || Total time:50.453951597213745 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1859 || Clusters count: 13 || Log posterior: -3236.650307109892 || Iter Time:0.014148950576782227 || Total time:50.46810054779053 Iteration: 1860 || Clusters count: 13 || Log posterior: -3228.837694277297 || Iter Time:0.03551983833312988 || Total time:50.50362038612366 Loading and distributing data: 0.000215 seconds (141 allocations: 13.211 KiB) Iteration: 1861 || Clusters count: 13 || Log posterior: -3222.6255185052323 || Iter Time:0.013262033462524414 || Total time:50.51688241958618 Iteration: 1862 || Clusters count: 13 || Log posterior: -3202.8319388064438 || Iter Time:0.03502297401428223 || Total time:50.551905393600464 Loading and distributing data: 0.000219 seconds (141 allocations: 13.211 KiB) Iteration: 1863 || Clusters count: 13 || Log posterior: -3186.0249961603595 || Iter Time:0.013802051544189453 || Total time:50.56570744514465 Iteration: 1864 || Clusters count: 13 || Log posterior: -3167.560393796524 || Iter Time:0.03859376907348633 || Total time:50.60430121421814 Loading and distributing data: 0.000219 seconds (141 allocations: 13.242 KiB) Iteration: 1865 || Clusters count: 13 || Log posterior: -3221.099123112328 || Iter Time:0.014055967330932617 || Total time:50.61835718154907 Iteration: 1866 || Clusters count: 13 || Log posterior: -3209.3022624190257 || Iter Time:0.035302162170410156 || Total time:50.65365934371948 Loading and distributing data: 0.000212 seconds (141 allocations: 13.242 KiB) Iteration: 1867 || Clusters count: 13 || Log posterior: -3229.1096224056455 || Iter Time:0.012840032577514648 || Total time:50.666499376297 Iteration: 1868 || Clusters count: 13 || Log posterior: -3211.418155263768 || Iter Time:0.03323793411254883 || Total time:50.699737310409546 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1869 || Clusters count: 14 || Log posterior: -3205.473511731778 || Iter Time:0.013536930084228516 || Total time:50.713274240493774 Iteration: 1870 || Clusters count: 14 || Log posterior: -3190.4610057862624 || Iter Time:0.03405117988586426 || Total time:50.74732542037964 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1871 || Clusters count: 14 || Log posterior: -3228.258021161984 || Iter Time:0.013566970825195312 || Total time:50.760892391204834 Iteration: 1872 || Clusters count: 14 || Log posterior: -3187.7402924272055 || Iter Time:0.03478503227233887 || Total time:50.79567742347717 Loading and distributing data: 0.000216 seconds (141 allocations: 13.211 KiB) Iteration: 1873 || Clusters count: 14 || Log posterior: -3201.183801340162 || Iter Time:0.013804197311401367 || Total time:50.809481620788574 Iteration: 1874 || Clusters count: 14 || Log posterior: -3169.337166070696 || Iter Time:0.035372018814086914 || Total time:50.84485363960266 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1875 || Clusters count: 14 || Log posterior: -3257.6592540470665 || Iter Time:0.013013839721679688 || Total time:50.85786747932434 Iteration: 1876 || Clusters count: 14 || Log posterior: -3229.7614555207365 || Iter Time:0.037754058837890625 || Total time:50.89562153816223 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1877 || Clusters count: 13 || Log posterior: -3218.8372803527013 || Iter Time:0.013056039810180664 || Total time:50.90867757797241 Iteration: 1878 || Clusters count: 13 || Log posterior: -3213.839892759456 || Iter Time:0.035249948501586914 || Total time:50.943927526474 Loading and distributing data: 0.000215 seconds (141 allocations: 13.211 KiB) Iteration: 1879 || Clusters count: 13 || Log posterior: -3251.7183692335857 || Iter Time:0.013237953186035156 || Total time:50.957165479660034 Iteration: 1880 || Clusters count: 13 || Log posterior: -3228.826243892879 || Iter Time:0.06224393844604492 || Total time:51.01940941810608 Loading and distributing data: 0.000213 seconds (141 allocations: 13.242 KiB) Iteration: 1881 || Clusters count: 13 || Log posterior: -3210.985920710754 || Iter Time:0.012830018997192383 || Total time:51.03223943710327 Iteration: 1882 || Clusters count: 13 || Log posterior: -3202.036875314269 || Iter Time:0.03487706184387207 || Total time:51.067116498947144 Loading and distributing data: 0.000235 seconds (141 allocations: 13.211 KiB) Iteration: 1883 || Clusters count: 13 || Log posterior: -3241.75551503099 || Iter Time:0.01398611068725586 || Total time:51.0811026096344 Iteration: 1884 || Clusters count: 13 || Log posterior: -3210.5163448278627 || Iter Time:0.038084983825683594 || Total time:51.11918759346008 Loading and distributing data: 0.000213 seconds (141 allocations: 13.242 KiB) Iteration: 1885 || Clusters count: 13 || Log posterior: -3184.0682644569183 || Iter Time:0.013421058654785156 || Total time:51.13260865211487 Iteration: 1886 || Clusters count: 13 || Log posterior: -3169.6863214615537 || Iter Time:0.038043975830078125 || Total time:51.170652627944946 Loading and distributing data: 0.000219 seconds (141 allocations: 13.242 KiB) Iteration: 1887 || Clusters count: 13 || Log posterior: -3222.808440782483 || Iter Time:0.013607978820800781 || Total time:51.18426060676575 Iteration: 1888 || Clusters count: 13 || Log posterior: -3202.8382751304084 || Iter Time:0.03681302070617676 || Total time:51.221073627471924 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1889 || Clusters count: 13 || Log posterior: -3200.996076469718 || Iter Time:0.013014078140258789 || Total time:51.23408770561218 Iteration: 1890 || Clusters count: 13 || Log posterior: -3176.423822803017 || Iter Time:0.0367588996887207 || Total time:51.2708466053009 Loading and distributing data: 0.000221 seconds (141 allocations: 13.211 KiB) Iteration: 1891 || Clusters count: 13 || Log posterior: -3235.6003724865695 || Iter Time:0.013830184936523438 || Total time:51.28467679023743 Iteration: 1892 || Clusters count: 13 || Log posterior: -3213.708171865147 || Iter Time:0.03759884834289551 || Total time:51.32227563858032 Loading and distributing data: 0.000222 seconds (141 allocations: 13.211 KiB) Iteration: 1893 || Clusters count: 14 || Log posterior: -3241.8022969133767 || Iter Time:0.01564192771911621 || Total time:51.33791756629944 Iteration: 1894 || Clusters count: 14 || Log posterior: -3220.9524634307845 || Iter Time:0.03827095031738281 || Total time:51.37618851661682 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1895 || Clusters count: 14 || Log posterior: -3219.9437646087954 || Iter Time:0.013095855712890625 || Total time:51.38928437232971 Iteration: 1896 || Clusters count: 13 || Log posterior: -3193.801719618608 || Iter Time:0.037702083587646484 || Total time:51.42698645591736 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 1897 || Clusters count: 13 || Log posterior: -3207.0507355547825 || Iter Time:0.013143062591552734 || Total time:51.44012951850891 Iteration: 1898 || Clusters count: 13 || Log posterior: -3188.5734102305696 || Iter Time:0.03723001480102539 || Total time:51.47735953330994 Loading and distributing data: 0.000209 seconds (141 allocations: 13.211 KiB) Iteration: 1899 || Clusters count: 13 || Log posterior: -3223.402184965274 || Iter Time:0.013751029968261719 || Total time:51.4911105632782 Iteration: 1900 || Clusters count: 13 || Log posterior: -3213.06074840579 || Iter Time:0.04008984565734863 || Total time:51.53120040893555 Loading and distributing data: 0.000211 seconds (141 allocations: 13.211 KiB) Iteration: 1901 || Clusters count: 13 || Log posterior: -3248.724937834996 || Iter Time:0.013751029968261719 || Total time:51.54495143890381 Iteration: 1902 || Clusters count: 13 || Log posterior: -3232.849814050906 || Iter Time:0.03618192672729492 || Total time:51.5811333656311 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 1903 || Clusters count: 13 || Log posterior: -3261.2460184591937 || Iter Time:0.013695955276489258 || Total time:51.59482932090759 Iteration: 1904 || Clusters count: 13 || Log posterior: -3231.7295437851294 || Iter Time:0.03499317169189453 || Total time:51.62982249259949 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1905 || Clusters count: 14 || Log posterior: -3260.129145118939 || Iter Time:0.013830900192260742 || Total time:51.64365339279175 Iteration: 1906 || Clusters count: 14 || Log posterior: -3244.3783221438293 || Iter Time:0.03858494758605957 || Total time:51.68223834037781 Loading and distributing data: 0.000207 seconds (141 allocations: 13.211 KiB) Iteration: 1907 || Clusters count: 14 || Log posterior: -3285.3455231497446 || Iter Time:0.012506961822509766 || Total time:51.69474530220032 Iteration: 1908 || Clusters count: 13 || Log posterior: -3255.1569680973744 || Iter Time:0.03667187690734863 || Total time:51.731417179107666 Loading and distributing data: 0.000228 seconds (141 allocations: 13.211 KiB) Iteration: 1909 || Clusters count: 13 || Log posterior: -3257.475474749244 || Iter Time:0.013530969619750977 || Total time:51.74494814872742 Iteration: 1910 || Clusters count: 13 || Log posterior: -3228.7055740652754 || Iter Time:0.06412291526794434 || Total time:51.80907106399536 Loading and distributing data: 0.000207 seconds (141 allocations: 13.242 KiB) Iteration: 1911 || Clusters count: 13 || Log posterior: -3257.679872305287 || Iter Time:0.013768911361694336 || Total time:51.822839975357056 Iteration: 1912 || Clusters count: 13 || Log posterior: -3231.616691365509 || Iter Time:0.04149794578552246 || Total time:51.86433792114258 Loading and distributing data: 0.000211 seconds (141 allocations: 13.211 KiB) Iteration: 1913 || Clusters count: 13 || Log posterior: -3269.5935447845977 || Iter Time:0.013349056243896484 || Total time:51.877686977386475 Iteration: 1914 || Clusters count: 13 || Log posterior: -3243.491135562576 || Iter Time:0.033995866775512695 || Total time:51.91168284416199 Loading and distributing data: 0.000207 seconds (141 allocations: 13.211 KiB) Iteration: 1915 || Clusters count: 13 || Log posterior: -3277.5612196305815 || Iter Time:0.013196945190429688 || Total time:51.92487978935242 Iteration: 1916 || Clusters count: 13 || Log posterior: -3240.6523596973334 || Iter Time:0.03337883949279785 || Total time:51.958258628845215 Loading and distributing data: 0.000222 seconds (141 allocations: 13.211 KiB) Iteration: 1917 || Clusters count: 13 || Log posterior: -3243.6729393016703 || Iter Time:0.013475894927978516 || Total time:51.97173452377319 Iteration: 1918 || Clusters count: 13 || Log posterior: -3224.9417464241033 || Iter Time:0.03392601013183594 || Total time:52.00566053390503 Loading and distributing data: 0.000214 seconds (141 allocations: 13.211 KiB) Iteration: 1919 || Clusters count: 13 || Log posterior: -3209.763242544329 || Iter Time:0.012871026992797852 || Total time:52.01853156089783 Iteration: 1920 || Clusters count: 13 || Log posterior: -3190.626925245228 || Iter Time:0.037103891372680664 || Total time:52.05563545227051 Loading and distributing data: 0.000206 seconds (141 allocations: 13.242 KiB) Iteration: 1921 || Clusters count: 13 || Log posterior: -3237.9866901038968 || Iter Time:0.014178037643432617 || Total time:52.06981348991394 Iteration: 1922 || Clusters count: 13 || Log posterior: -3215.9474761448196 || Iter Time:0.0388188362121582 || Total time:52.1086323261261 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 1923 || Clusters count: 13 || Log posterior: -3274.5517006628143 || Iter Time:0.013148069381713867 || Total time:52.12178039550781 Iteration: 1924 || Clusters count: 13 || Log posterior: -3254.728743805758 || Iter Time:0.03654003143310547 || Total time:52.15832042694092 Loading and distributing data: 0.000213 seconds (141 allocations: 13.211 KiB) Iteration: 1925 || Clusters count: 13 || Log posterior: -3220.297018637819 || Iter Time:0.014442920684814453 || Total time:52.17276334762573 Iteration: 1926 || Clusters count: 13 || Log posterior: -3207.6388133897544 || Iter Time:0.038520097732543945 || Total time:52.211283445358276 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1927 || Clusters count: 13 || Log posterior: -3221.9445990168906 || Iter Time:0.014654874801635742 || Total time:52.22593832015991 Iteration: 1928 || Clusters count: 13 || Log posterior: -3203.4343125648757 || Iter Time:0.03449892997741699 || Total time:52.26043725013733 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1929 || Clusters count: 13 || Log posterior: -3205.064723159653 || Iter Time:0.013593196868896484 || Total time:52.274030447006226 Iteration: 1930 || Clusters count: 13 || Log posterior: -3181.785365967281 || Iter Time:0.038429975509643555 || Total time:52.31246042251587 Loading and distributing data: 0.000217 seconds (141 allocations: 13.211 KiB) Iteration: 1931 || Clusters count: 13 || Log posterior: -3225.4099324262215 || Iter Time:0.013164043426513672 || Total time:52.32562446594238 Iteration: 1932 || Clusters count: 13 || Log posterior: -3190.1008631449995 || Iter Time:0.03310799598693848 || Total time:52.35873246192932 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 1933 || Clusters count: 13 || Log posterior: -3213.8274995695933 || Iter Time:0.01359415054321289 || Total time:52.372326612472534 Iteration: 1934 || Clusters count: 13 || Log posterior: -3195.141512647163 || Iter Time:0.03614306449890137 || Total time:52.408469676971436 Loading and distributing data: 0.000214 seconds (141 allocations: 13.211 KiB) Iteration: 1935 || Clusters count: 13 || Log posterior: -3255.440872631357 || Iter Time:0.01299595832824707 || Total time:52.42146563529968 Iteration: 1936 || Clusters count: 13 || Log posterior: -3234.0680340465224 || Iter Time:0.035433053970336914 || Total time:52.45689868927002 Loading and distributing data: 0.000210 seconds (141 allocations: 13.211 KiB) Iteration: 1937 || Clusters count: 13 || Log posterior: -3280.53139560555 || Iter Time:0.013607025146484375 || Total time:52.470505714416504 Iteration: 1938 || Clusters count: 13 || Log posterior: -3251.107104555239 || Iter Time:0.03408002853393555 || Total time:52.50458574295044 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1939 || Clusters count: 13 || Log posterior: -3229.8870947760543 || Iter Time:0.013015031814575195 || Total time:52.517600774765015 Iteration: 1940 || Clusters count: 13 || Log posterior: -3215.572484778153 || Iter Time:0.06367802619934082 || Total time:52.581278800964355 Loading and distributing data: 0.000274 seconds (141 allocations: 13.242 KiB) Iteration: 1941 || Clusters count: 13 || Log posterior: -3240.1951447584242 || Iter Time:0.013247013092041016 || Total time:52.5945258140564 Iteration: 1942 || Clusters count: 13 || Log posterior: -3224.3132631774283 || Iter Time:0.032675981521606445 || Total time:52.627201795578 Loading and distributing data: 0.000190 seconds (141 allocations: 13.242 KiB) Iteration: 1943 || Clusters count: 14 || Log posterior: -3216.387505108988 || Iter Time:0.013792037963867188 || Total time:52.64099383354187 Iteration: 1944 || Clusters count: 14 || Log posterior: -3186.664929317329 || Iter Time:0.0360407829284668 || Total time:52.67703461647034 Loading and distributing data: 0.000196 seconds (141 allocations: 13.242 KiB) Iteration: 1945 || Clusters count: 14 || Log posterior: -3259.7195976413045 || Iter Time:0.013358831405639648 || Total time:52.69039344787598 Iteration: 1946 || Clusters count: 14 || Log posterior: -3213.9101825065386 || Iter Time:0.04369616508483887 || Total time:52.734089612960815 Loading and distributing data: 0.000277 seconds (141 allocations: 13.211 KiB) Iteration: 1947 || Clusters count: 14 || Log posterior: -3247.182152031868 || Iter Time:0.017204999923706055 || Total time:52.75129461288452 Iteration: 1948 || Clusters count: 14 || Log posterior: -3204.8322738660036 || Iter Time:0.03859591484069824 || Total time:52.78989052772522 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1949 || Clusters count: 14 || Log posterior: -3276.803170233882 || Iter Time:0.01365208625793457 || Total time:52.803542613983154 Iteration: 1950 || Clusters count: 14 || Log posterior: -3251.197299722774 || Iter Time:0.03998398780822754 || Total time:52.84352660179138 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1951 || Clusters count: 14 || Log posterior: -3260.070712569705 || Iter Time:0.013669967651367188 || Total time:52.85719656944275 Iteration: 1952 || Clusters count: 14 || Log posterior: -3244.206897045195 || Iter Time:0.03875422477722168 || Total time:52.89595079421997 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1953 || Clusters count: 14 || Log posterior: -3252.835152094102 || Iter Time:0.014445066452026367 || Total time:52.910395860672 Iteration: 1954 || Clusters count: 14 || Log posterior: -3227.982696643288 || Iter Time:0.03742098808288574 || Total time:52.94781684875488 Loading and distributing data: 0.000225 seconds (141 allocations: 13.211 KiB) Iteration: 1955 || Clusters count: 14 || Log posterior: -3274.6806509398957 || Iter Time:0.01355290412902832 || Total time:52.96136975288391 Iteration: 1956 || Clusters count: 14 || Log posterior: -3238.14774966159 || Iter Time:0.03934001922607422 || Total time:53.000709772109985 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1957 || Clusters count: 14 || Log posterior: -3211.431007089413 || Iter Time:0.015991926193237305 || Total time:53.01670169830322 Iteration: 1958 || Clusters count: 14 || Log posterior: -3196.1053971311253 || Iter Time:0.03612494468688965 || Total time:53.05282664299011 Loading and distributing data: 0.000209 seconds (141 allocations: 13.211 KiB) Iteration: 1959 || Clusters count: 14 || Log posterior: -3218.108942323888 || Iter Time:0.013721942901611328 || Total time:53.066548585891724 Iteration: 1960 || Clusters count: 13 || Log posterior: -3181.49421351409 || Iter Time:0.038437843322753906 || Total time:53.10498642921448 Loading and distributing data: 0.000207 seconds (141 allocations: 13.211 KiB) Iteration: 1961 || Clusters count: 13 || Log posterior: -3254.9932771603976 || Iter Time:0.015954971313476562 || Total time:53.120941400527954 Iteration: 1962 || Clusters count: 13 || Log posterior: -3234.0472138043633 || Iter Time:0.04088187217712402 || Total time:53.16182327270508 Loading and distributing data: 0.000218 seconds (141 allocations: 13.211 KiB) Iteration: 1963 || Clusters count: 13 || Log posterior: -3244.4685816263145 || Iter Time:0.013747930526733398 || Total time:53.17557120323181 Iteration: 1964 || Clusters count: 13 || Log posterior: -3223.633947857551 || Iter Time:0.03606081008911133 || Total time:53.21163201332092 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1965 || Clusters count: 13 || Log posterior: -3236.381708431523 || Iter Time:0.014162063598632812 || Total time:53.225794076919556 Iteration: 1966 || Clusters count: 13 || Log posterior: -3207.415057756049 || Iter Time:0.0413661003112793 || Total time:53.267160177230835 Loading and distributing data: 0.000211 seconds (141 allocations: 13.211 KiB) Iteration: 1967 || Clusters count: 13 || Log posterior: -3217.1091534125253 || Iter Time:0.013564109802246094 || Total time:53.28072428703308 Iteration: 1968 || Clusters count: 13 || Log posterior: -3205.0492817988866 || Iter Time:0.03599810600280762 || Total time:53.31672239303589 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1969 || Clusters count: 13 || Log posterior: -3221.469034649925 || Iter Time:0.01497507095336914 || Total time:53.33169746398926 Iteration: 1970 || Clusters count: 13 || Log posterior: -3205.6648542721814 || Iter Time:0.0640721321105957 || Total time:53.39576959609985 Loading and distributing data: 0.000199 seconds (141 allocations: 13.242 KiB) Iteration: 1971 || Clusters count: 14 || Log posterior: -3213.968608640058 || Iter Time:0.014951944351196289 || Total time:53.41072154045105 Iteration: 1972 || Clusters count: 13 || Log posterior: -3205.53412249507 || Iter Time:0.035485029220581055 || Total time:53.44620656967163 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1973 || Clusters count: 13 || Log posterior: -3251.307031126027 || Iter Time:0.013897180557250977 || Total time:53.46010375022888 Iteration: 1974 || Clusters count: 13 || Log posterior: -3225.2063288968607 || Iter Time:0.03420281410217285 || Total time:53.494306564331055 Loading and distributing data: 0.000206 seconds (141 allocations: 13.242 KiB) Iteration: 1975 || Clusters count: 13 || Log posterior: -3209.7254240010916 || Iter Time:0.014462947845458984 || Total time:53.508769512176514 Iteration: 1976 || Clusters count: 13 || Log posterior: -3187.017018949433 || Iter Time:0.035386085510253906 || Total time:53.54415559768677 Loading and distributing data: 0.000210 seconds (141 allocations: 13.211 KiB) Iteration: 1977 || Clusters count: 13 || Log posterior: -3241.5007409528807 || Iter Time:0.01430511474609375 || Total time:53.55846071243286 Iteration: 1978 || Clusters count: 13 || Log posterior: -3227.4686716836877 || Iter Time:0.03659200668334961 || Total time:53.59505271911621 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1979 || Clusters count: 13 || Log posterior: -3259.652790102483 || Iter Time:0.013698101043701172 || Total time:53.60875082015991 Iteration: 1980 || Clusters count: 12 || Log posterior: -3236.790500578965 || Iter Time:0.03605794906616211 || Total time:53.644808769226074 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1981 || Clusters count: 12 || Log posterior: -3252.835579992387 || Iter Time:0.013798952102661133 || Total time:53.658607721328735 Iteration: 1982 || Clusters count: 12 || Log posterior: -3240.744101872831 || Iter Time:0.03414487838745117 || Total time:53.69275259971619 Loading and distributing data: 0.000186 seconds (141 allocations: 13.242 KiB) Iteration: 1983 || Clusters count: 12 || Log posterior: -3242.9936741317183 || Iter Time:0.012845993041992188 || Total time:53.70559859275818 Iteration: 1984 || Clusters count: 12 || Log posterior: -3209.5253620483522 || Iter Time:0.03257012367248535 || Total time:53.738168716430664 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1985 || Clusters count: 12 || Log posterior: -3258.5684631762256 || Iter Time:0.012739181518554688 || Total time:53.75090789794922 Iteration: 1986 || Clusters count: 12 || Log posterior: -3237.370694300577 || Iter Time:0.0320589542388916 || Total time:53.78296685218811 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1987 || Clusters count: 12 || Log posterior: -3198.8601871394926 || Iter Time:0.013422966003417969 || Total time:53.79638981819153 Iteration: 1988 || Clusters count: 12 || Log posterior: -3185.508178436032 || Iter Time:0.03238987922668457 || Total time:53.82877969741821 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1989 || Clusters count: 12 || Log posterior: -3198.974937667015 || Iter Time:0.012643814086914062 || Total time:53.84142351150513 Iteration: 1990 || Clusters count: 12 || Log posterior: -3186.1877709937726 || Iter Time:0.0336451530456543 || Total time:53.87506866455078 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1991 || Clusters count: 12 || Log posterior: -3200.847816966992 || Iter Time:0.012765884399414062 || Total time:53.887834548950195 Iteration: 1992 || Clusters count: 12 || Log posterior: -3191.8012873309362 || Iter Time:0.03461194038391113 || Total time:53.922446489334106 Loading and distributing data: 0.000210 seconds (141 allocations: 13.211 KiB) Iteration: 1993 || Clusters count: 12 || Log posterior: -3214.0047908549254 || Iter Time:0.015434026718139648 || Total time:53.937880516052246 Iteration: 1994 || Clusters count: 12 || Log posterior: -3202.065055332528 || Iter Time:0.03540682792663574 || Total time:53.97328734397888 Loading and distributing data: 0.000209 seconds (141 allocations: 13.211 KiB) Iteration: 1995 || Clusters count: 12 || Log posterior: -3237.4003414894933 || Iter Time:0.012665987014770508 || Total time:53.98595333099365 Iteration: 1996 || Clusters count: 12 || Log posterior: -3219.1457925499167 || Iter Time:0.031785011291503906 || Total time:54.017738342285156 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1997 || Clusters count: 12 || Log posterior: -3224.1237217547414 || Iter Time:0.012465953826904297 || Total time:54.03020429611206 Iteration: 1998 || Clusters count: 12 || Log posterior: -3210.534464353196 || Iter Time:0.033406972885131836 || Total time:54.06361126899719 Loading and distributing data: 0.000220 seconds (141 allocations: 13.211 KiB) Iteration: 1999 || Clusters count: 12 || Log posterior: -3235.3304928562725 || Iter Time:0.012917041778564453 || Total time:54.07652831077576 Iteration: 2000 || Clusters count: 12 || Log posterior: -3209.8814319973862 || Iter Time:0.03308892250061035 || Total time:54.10961723327637 Loading and distributing data: 0.000219 seconds (141 allocations: 13.211 KiB) Iteration: 2001 || Clusters count: 12 || Log posterior: -3208.370051148767 || Iter Time:0.013366937637329102 || Total time:54.122984170913696 Iteration: 2002 || Clusters count: 12 || Log posterior: -3189.8796220191794 || Iter Time:0.03315997123718262 || Total time:54.15614414215088 Loading and distributing data: 0.000214 seconds (141 allocations: 13.242 KiB) Iteration: 2003 || Clusters count: 12 || Log posterior: -3192.0479445997435 || Iter Time:0.014750957489013672 || Total time:54.17089509963989 Iteration: 2004 || Clusters count: 12 || Log posterior: -3170.9020680599683 || Iter Time:0.03459596633911133 || Total time:54.205491065979004 Loading and distributing data: 0.000199 seconds (141 allocations: 13.242 KiB) Iteration: 2005 || Clusters count: 12 || Log posterior: -3214.898606774089 || Iter Time:0.01286005973815918 || Total time:54.21835112571716 Iteration: 2006 || Clusters count: 12 || Log posterior: -3197.9416635538514 || Iter Time:0.03230786323547363 || Total time:54.25065898895264 Loading and distributing data: 0.000207 seconds (141 allocations: 13.242 KiB) Iteration: 2007 || Clusters count: 12 || Log posterior: -3208.4876920480215 || Iter Time:0.012794017791748047 || Total time:54.263453006744385 Iteration: 2008 || Clusters count: 12 || Log posterior: -3193.2592427162267 || Iter Time:0.03386998176574707 || Total time:54.29732298851013 Loading and distributing data: 0.000216 seconds (141 allocations: 13.211 KiB) Iteration: 2009 || Clusters count: 12 || Log posterior: -3208.57331589269 || Iter Time:0.014356851577758789 || Total time:54.31167984008789 Iteration: 2010 || Clusters count: 12 || Log posterior: -3194.977330512035 || Iter Time:0.03374600410461426 || Total time:54.345425844192505 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 2011 || Clusters count: 12 || Log posterior: -3253.8661863862126 || Iter Time:0.012524127960205078 || Total time:54.35794997215271 Iteration: 2012 || Clusters count: 12 || Log posterior: -3220.051451580311 || Iter Time:0.032801151275634766 || Total time:54.390751123428345 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 2013 || Clusters count: 12 || Log posterior: -3248.773700529067 || Iter Time:0.012534141540527344 || Total time:54.40328526496887 Iteration: 2014 || Clusters count: 12 || Log posterior: -3228.6850213064013 || Iter Time:0.03369021415710449 || Total time:54.43697547912598 Loading and distributing data: 0.000215 seconds (141 allocations: 13.211 KiB) Iteration: 2015 || Clusters count: 12 || Log posterior: -3258.216733818943 || Iter Time:0.013216972351074219 || Total time:54.45019245147705 Iteration: 2016 || Clusters count: 12 || Log posterior: -3229.207696481675 || Iter Time:0.033944129943847656 || Total time:54.4841365814209 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 2017 || Clusters count: 12 || Log posterior: -3218.8873422533416 || Iter Time:0.012822151184082031 || Total time:54.49695873260498 Iteration: 2018 || Clusters count: 12 || Log posterior: -3201.9578588108675 || Iter Time:0.034451961517333984 || Total time:54.531410694122314 Loading and distributing data: 0.000210 seconds (141 allocations: 13.211 KiB) Iteration: 2019 || Clusters count: 12 || Log posterior: -3261.620205526852 || Iter Time:0.013204097747802734 || Total time:54.54461479187012 Iteration: 2020 || Clusters count: 12 || Log posterior: -3228.484247671376 || Iter Time:0.03425097465515137 || Total time:54.57886576652527 Loading and distributing data: 0.000212 seconds (141 allocations: 13.211 KiB) Iteration: 2021 || Clusters count: 12 || Log posterior: -3230.1484242495435 || Iter Time:0.013180017471313477 || Total time:54.59204578399658 Iteration: 2022 || Clusters count: 12 || Log posterior: -3195.1920469419683 || Iter Time:0.032438039779663086 || Total time:54.624483823776245 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 2023 || Clusters count: 12 || Log posterior: -3241.8817251330415 || Iter Time:0.013336181640625 || Total time:54.63782000541687 Iteration: 2024 || Clusters count: 12 || Log posterior: -3219.229223102348 || Iter Time:0.03244495391845703 || Total time:54.67026495933533 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 2025 || Clusters count: 12 || Log posterior: -3255.3059288161635 || Iter Time:0.013668060302734375 || Total time:54.68393301963806 Iteration: 2026 || Clusters count: 12 || Log posterior: -3211.2042615271753 || Iter Time:0.03328990936279297 || Total time:54.717222929000854 Loading and distributing data: 0.000222 seconds (141 allocations: 13.211 KiB) Iteration: 2027 || Clusters count: 12 || Log posterior: -3227.277430573995 || Iter Time:0.012593984603881836 || Total time:54.729816913604736 Iteration: 2028 || Clusters count: 12 || Log posterior: -3207.119833910277 || Iter Time:0.031481027603149414 || Total time:54.761297941207886 Avg NMI: 0.8789688690370828 Full NMI: 0.8685176940294692 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m45.1s Testing DPMMSubClustersStreaming tests passed Testing completed after 220.18s PkgEval succeeded after 304.49s