Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.868 (f2a8e18a98*) started at 2025-07-15T18:06:37.342 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.74s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.2 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.17.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.14.1+1 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.5.20 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.1+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.55s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 156.48s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_y1vyHO/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_y1vyHO/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.2 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.17.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.14.1+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.1+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.326923 seconds (1.13 M allocations: 68.333 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233083.78798629093 || Iter Time:16.967594861984253 || Total time:16.967594861984253 Iteration: 1 || Clusters count: 1 || Log posterior: -233083.78798629093 || Iter Time:0.0063550472259521484 || Total time:16.973949909210205 Iteration: 2 || Clusters count: 1 || Log posterior: -233083.78798629093 || Iter Time:0.00563502311706543 || Total time:16.97958493232727 Iteration: 3 || Clusters count: 1 || Log posterior: -233083.78798629093 || Iter Time:0.005555152893066406 || Total time:16.985140085220337 Iteration: 4 || Clusters count: 1 || Log posterior: -233083.78798629093 || Iter Time:0.005549907684326172 || Total time:16.990689992904663 Iteration: 5 || Clusters count: 1 || Log posterior: -233083.78798629093 || Iter Time:0.017368078231811523 || Total time:17.008058071136475 Iteration: 6 || Clusters count: 1 || Log posterior: -233083.78798629093 || Iter Time:0.005510807037353516 || Total time:17.013568878173828 Iteration: 7 || Clusters count: 1 || Log posterior: -233083.78798629093 || Iter Time:0.005265951156616211 || Total time:17.018834829330444 Iteration: 8 || Clusters count: 1 || Log posterior: -233083.78798629093 || Iter Time:0.005338907241821289 || Total time:17.024173736572266 Iteration: 9 || Clusters count: 1 || Log posterior: -233083.78798629093 || Iter Time:0.005224943161010742 || Total time:17.029398679733276 Iteration: 10 || Clusters count: 1 || Log posterior: -233083.78798629093 || Iter Time:0.005205869674682617 || Total time:17.03460454940796 Iteration: 11 || Clusters count: 1 || Log posterior: -233083.78798629093 || Iter Time:0.005521059036254883 || Total time:17.040125608444214 Iteration: 12 || Clusters count: 1 || Log posterior: -233083.78798629093 || Iter Time:0.005801200866699219 || Total time:17.045926809310913 Iteration: 13 || Clusters count: 2 || Log posterior: -232956.14772680303 || Iter Time:3.875278949737549 || Total time:20.921205759048462 Iteration: 14 || Clusters count: 2 || Log posterior: -232946.9868859283 || Iter Time:0.006860971450805664 || Total time:20.928066730499268 Iteration: 15 || Clusters count: 2 || Log posterior: -232938.0248734712 || Iter Time:0.006379842758178711 || Total time:20.934446573257446 Iteration: 16 || Clusters count: 2 || Log posterior: -232913.03579338532 || Iter Time:0.006289005279541016 || Total time:20.940735578536987 Iteration: 17 || Clusters count: 2 || Log posterior: -232907.09401376176 || Iter Time:0.006342887878417969 || Total time:20.947078466415405 Iteration: 18 || Clusters count: 2 || Log posterior: -232903.78878426788 || Iter Time:0.00634002685546875 || Total time:20.953418493270874 Iteration: 19 || Clusters count: 2 || Log posterior: -232902.57277410163 || Iter Time:0.006506204605102539 || Total time:20.959924697875977 Iteration: 20 || Clusters count: 2 || Log posterior: -232814.46276486447 || Iter Time:3.1648900508880615 || Total time:24.124814748764038 Loading and distributing data: 0.000921 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233042.56121363357 || Iter Time:0.03242778778076172 || Total time:24.1572425365448 Iteration: 22 || Clusters count: 2 || Log posterior: -232970.12610950976 || Iter Time:0.00590205192565918 || Total time:24.16314458847046 Iteration: 23 || Clusters count: 2 || Log posterior: -232922.59637221816 || Iter Time:0.005577802658081055 || Total time:24.16872239112854 Iteration: 24 || Clusters count: 2 || Log posterior: -232919.4464020887 || Iter Time:0.006040096282958984 || Total time:24.1747624874115 Iteration: 25 || Clusters count: 2 || Log posterior: -232886.82914525535 || Iter Time:0.008185863494873047 || Total time:24.182948350906372 Iteration: 26 || Clusters count: 2 || Log posterior: -232849.29094777015 || Iter Time:0.008468866348266602 || Total time:24.19141721725464 Iteration: 27 || Clusters count: 2 || Log posterior: -232852.25018874402 || Iter Time:0.00960993766784668 || Total time:24.201027154922485 Iteration: 28 || Clusters count: 3 || Log posterior: -232581.15489901302 || Iter Time:0.010970115661621094 || Total time:24.211997270584106 Iteration: 29 || Clusters count: 3 || Log posterior: -232419.94415717237 || Iter Time:0.006417036056518555 || Total time:24.218414306640625 Iteration: 30 || Clusters count: 3 || Log posterior: -232390.84330304482 || Iter Time:0.005918979644775391 || Total time:24.2243332862854 Iteration: 31 || Clusters count: 3 || Log posterior: -232348.45424564963 || Iter Time:0.005918025970458984 || Total time:24.23025131225586 Iteration: 32 || Clusters count: 3 || Log posterior: -232337.89772174935 || Iter Time:0.005863189697265625 || Total time:24.236114501953125 Iteration: 33 || Clusters count: 3 || Log posterior: -232364.9987346527 || Iter Time:0.005949974060058594 || Total time:24.242064476013184 Iteration: 34 || Clusters count: 3 || Log posterior: -232356.53479650125 || Iter Time:0.005896091461181641 || Total time:24.247960567474365 Iteration: 35 || Clusters count: 3 || Log posterior: -232381.0522897486 || Iter Time:0.00577092170715332 || Total time:24.25373148918152 Iteration: 36 || Clusters count: 3 || Log posterior: -232345.98437998135 || Iter Time:0.005908012390136719 || Total time:24.259639501571655 Iteration: 37 || Clusters count: 3 || Log posterior: -232345.26482420572 || Iter Time:0.006042003631591797 || Total time:24.265681505203247 Iteration: 38 || Clusters count: 3 || Log posterior: -232339.7345061526 || Iter Time:0.005939006805419922 || Total time:24.271620512008667 Iteration: 39 || Clusters count: 3 || Log posterior: -232352.0366428058 || Iter Time:0.005831003189086914 || Total time:24.277451515197754 Iteration: 40 || Clusters count: 3 || Log posterior: -232355.68744023037 || Iter Time:0.0059430599212646484 || Total time:24.28339457511902 Iteration: 41 || Clusters count: 3 || Log posterior: -232317.89268447045 || Iter Time:0.005815982818603516 || Total time:24.289210557937622 Loading and distributing data: 0.000852 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262434.50425381586 || Iter Time:0.006765842437744141 || Total time:24.295976400375366 Iteration: 43 || Clusters count: 4 || Log posterior: -261997.85171468265 || Iter Time:0.007920980453491211 || Total time:24.303897380828857 Iteration: 44 || Clusters count: 4 || Log posterior: -261902.63411751998 || Iter Time:0.00669407844543457 || Total time:24.310591459274292 Iteration: 45 || Clusters count: 4 || Log posterior: -261845.08342045758 || Iter Time:0.00696110725402832 || Total time:24.31755256652832 Iteration: 46 || Clusters count: 5 || Log posterior: -261649.11616755853 || Iter Time:0.008109807968139648 || Total time:24.32566237449646 Iteration: 47 || Clusters count: 5 || Log posterior: -261489.65611500546 || Iter Time:0.007805824279785156 || Total time:24.333468198776245 Iteration: 48 || Clusters count: 5 || Log posterior: -261441.29804506726 || Iter Time:0.007659912109375 || Total time:24.34112811088562 Iteration: 49 || Clusters count: 5 || Log posterior: -261427.88284910595 || Iter Time:0.007619142532348633 || Total time:24.34874725341797 Iteration: 50 || Clusters count: 5 || Log posterior: -261429.444335362 || Iter Time:0.006829977035522461 || Total time:24.35557723045349 Iteration: 51 || Clusters count: 5 || Log posterior: -261425.09930989952 || Iter Time:0.006381988525390625 || Total time:24.361959218978882 Iteration: 52 || Clusters count: 5 || Log posterior: -261437.30918766858 || Iter Time:0.006819009780883789 || Total time:24.368778228759766 Iteration: 53 || Clusters count: 5 || Log posterior: -261438.37779447748 || Iter Time:0.006721019744873047 || Total time:24.37549924850464 Iteration: 54 || Clusters count: 5 || Log posterior: -261426.07662559388 || Iter Time:0.006764888763427734 || Total time:24.382264137268066 Iteration: 55 || Clusters count: 5 || Log posterior: -261425.24092758165 || Iter Time:0.0067920684814453125 || Total time:24.38905620574951 Iteration: 56 || Clusters count: 6 || Log posterior: -261136.61142182874 || Iter Time:0.00928497314453125 || Total time:24.398341178894043 Iteration: 57 || Clusters count: 6 || Log posterior: -261112.94010247482 || Iter Time:0.007420063018798828 || Total time:24.405761241912842 Iteration: 58 || Clusters count: 6 || Log posterior: -261108.18625003225 || Iter Time:0.0075531005859375 || Total time:24.41331434249878 Iteration: 59 || Clusters count: 6 || Log posterior: -261122.3798875988 || Iter Time:0.8478879928588867 || Total time:25.261202335357666 Iteration: 60 || Clusters count: 6 || Log posterior: -261100.32159980873 || Iter Time:0.008163928985595703 || Total time:25.26936626434326 Iteration: 61 || Clusters count: 6 || Log posterior: -261079.67243988346 || Iter Time:0.008828163146972656 || Total time:25.278194427490234 Iteration: 62 || Clusters count: 6 || Log posterior: -261031.2691341799 || Iter Time:0.009248971939086914 || Total time:25.28744339942932 Loading and distributing data: 0.001161 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 6 || Log posterior: -261269.48946160745 || Iter Time:0.033830881118774414 || Total time:25.321274280548096 Iteration: 64 || Clusters count: 6 || Log posterior: -261274.23287453488 || Iter Time:0.008450984954833984 || Total time:25.32972526550293 Iteration: 65 || Clusters count: 6 || Log posterior: -261260.3674590379 || Iter Time:0.008087873458862305 || Total time:25.337813138961792 Iteration: 66 || Clusters count: 6 || Log posterior: -261258.10585327508 || Iter Time:0.007962942123413086 || Total time:25.345776081085205 Iteration: 67 || Clusters count: 6 || Log posterior: -261247.0092002398 || Iter Time:0.007800102233886719 || Total time:25.353576183319092 Iteration: 68 || Clusters count: 6 || Log posterior: -261274.4172004063 || Iter Time:0.00821995735168457 || Total time:25.361796140670776 Iteration: 69 || Clusters count: 6 || Log posterior: -261238.18500798865 || Iter Time:0.00859212875366211 || Total time:25.37038826942444 Iteration: 70 || Clusters count: 6 || Log posterior: -261254.97265051416 || Iter Time:0.007931947708129883 || Total time:25.37832021713257 Iteration: 71 || Clusters count: 8 || Log posterior: -261002.39145956127 || Iter Time:0.011481046676635742 || Total time:25.389801263809204 Iteration: 72 || Clusters count: 8 || Log posterior: -260865.0900163758 || Iter Time:0.008913040161132812 || Total time:25.398714303970337 Iteration: 73 || Clusters count: 8 || Log posterior: -260842.39914691218 || Iter Time:0.009150981903076172 || Total time:25.407865285873413 Iteration: 74 || Clusters count: 8 || Log posterior: -260827.63335173673 || Iter Time:0.008883953094482422 || Total time:25.416749238967896 Iteration: 75 || Clusters count: 8 || Log posterior: -260820.79721221374 || Iter Time:0.009046077728271484 || Total time:25.425795316696167 Iteration: 76 || Clusters count: 8 || Log posterior: -260793.59688155714 || Iter Time:0.009062051773071289 || Total time:25.43485736846924 Iteration: 77 || Clusters count: 8 || Log posterior: -260801.86626614362 || Iter Time:0.009222984313964844 || Total time:25.444080352783203 Iteration: 78 || Clusters count: 8 || Log posterior: -260788.94593675964 || Iter Time:0.010938882827758789 || Total time:25.455019235610962 Iteration: 79 || Clusters count: 8 || Log posterior: -260797.86406109654 || Iter Time:0.027139902114868164 || Total time:25.48215913772583 Iteration: 80 || Clusters count: 8 || Log posterior: -260813.41856576 || Iter Time:0.010903120040893555 || Total time:25.493062257766724 Iteration: 81 || Clusters count: 8 || Log posterior: -260806.32343903603 || Iter Time:0.009581804275512695 || Total time:25.502644062042236 Iteration: 82 || Clusters count: 8 || Log posterior: -260793.92563723863 || Iter Time:0.009071111679077148 || Total time:25.511715173721313 Iteration: 83 || Clusters count: 8 || Log posterior: -260723.06091777087 || Iter Time:0.008466005325317383 || Total time:25.52018117904663 Loading and distributing data: 0.000741 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 8 || Log posterior: -260616.23519869047 || Iter Time:0.008986949920654297 || Total time:25.529168128967285 Iteration: 85 || Clusters count: 8 || Log posterior: -260483.51972333604 || Iter Time:0.009131908416748047 || Total time:25.538300037384033 Iteration: 86 || Clusters count: 12 || Log posterior: -259347.73512089183 || Iter Time:0.013581991195678711 || Total time:25.551882028579712 Iteration: 87 || Clusters count: 12 || Log posterior: -259187.14845416398 || Iter Time:0.024288177490234375 || Total time:25.576170206069946 Iteration: 88 || Clusters count: 12 || Log posterior: -259176.21858151408 || Iter Time:0.010155916213989258 || Total time:25.586326122283936 Iteration: 89 || Clusters count: 12 || Log posterior: -259148.15580762544 || Iter Time:0.010470151901245117 || Total time:25.59679627418518 Iteration: 90 || Clusters count: 12 || Log posterior: -259161.8296741226 || Iter Time:0.010360956192016602 || Total time:25.607157230377197 Iteration: 91 || Clusters count: 12 || Log posterior: -259137.96770586507 || Iter Time:0.014986991882324219 || Total time:25.62214422225952 Iteration: 92 || Clusters count: 12 || Log posterior: -259140.78968778066 || Iter Time:0.010380029678344727 || Total time:25.632524251937866 Iteration: 93 || Clusters count: 12 || Log posterior: -259119.3717546537 || Iter Time:0.010262012481689453 || Total time:25.642786264419556 Iteration: 94 || Clusters count: 12 || Log posterior: -259115.69540881083 || Iter Time:0.01067805290222168 || Total time:25.653464317321777 Iteration: 95 || Clusters count: 12 || Log posterior: -259130.676583736 || Iter Time:0.010736942291259766 || Total time:25.664201259613037 Iteration: 96 || Clusters count: 12 || Log posterior: -259126.62752435377 || Iter Time:0.010677814483642578 || Total time:25.67487907409668 Iteration: 97 || Clusters count: 12 || Log posterior: -259109.0821447195 || Iter Time:0.010920047760009766 || Total time:25.68579912185669 Iteration: 98 || Clusters count: 12 || Log posterior: -259118.59485670767 || Iter Time:0.010601043701171875 || Total time:25.69640016555786 Iteration: 99 || Clusters count: 12 || Log posterior: -259122.39605633958 || Iter Time:0.014943122863769531 || Total time:25.71134328842163 Iteration: 100 || Clusters count: 12 || Log posterior: -259120.33752144757 || Iter Time:0.011001110076904297 || Total time:25.722344398498535 Iteration: 101 || Clusters count: 12 || Log posterior: -259111.33737989914 || Iter Time:0.012556791305541992 || Total time:25.734901189804077 Iteration: 102 || Clusters count: 12 || Log posterior: -259118.87911025126 || Iter Time:0.016097068786621094 || Total time:25.7509982585907 Iteration: 103 || Clusters count: 12 || Log posterior: -259116.9543553296 || Iter Time:0.017561912536621094 || Total time:25.76856017112732 Iteration: 104 || Clusters count: 12 || Log posterior: -259066.59834443394 || Iter Time:0.015568971633911133 || Total time:25.78412914276123 Loading and distributing data: 0.000980 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 16 || Log posterior: -258484.77659905696 || Iter Time:0.02143383026123047 || Total time:25.80556297302246 Iteration: 106 || Clusters count: 16 || Log posterior: -258001.6980941697 || Iter Time:0.015010833740234375 || Total time:25.820573806762695 Iteration: 107 || Clusters count: 16 || Log posterior: -257898.41911166857 || Iter Time:0.014598846435546875 || Total time:25.835172653198242 Iteration: 108 || Clusters count: 16 || Log posterior: -257883.13551521557 || Iter Time:0.014621973037719727 || Total time:25.849794626235962 Iteration: 109 || Clusters count: 16 || Log posterior: -257867.08582350225 || Iter Time:0.01902604103088379 || Total time:25.868820667266846 Iteration: 110 || Clusters count: 16 || Log posterior: -257862.04740505182 || Iter Time:0.015017986297607422 || Total time:25.883838653564453 Iteration: 111 || Clusters count: 16 || Log posterior: -257851.55025954742 || Iter Time:0.015553951263427734 || Total time:25.89939260482788 Iteration: 112 || Clusters count: 16 || Log posterior: -257861.518804719 || Iter Time:0.01550602912902832 || Total time:25.91489863395691 Iteration: 113 || Clusters count: 16 || Log posterior: -257857.70564492923 || Iter Time:0.01940298080444336 || Total time:25.934301614761353 Iteration: 114 || Clusters count: 16 || Log posterior: -257850.59870904722 || Iter Time:0.015475034713745117 || Total time:25.949776649475098 Iteration: 115 || Clusters count: 16 || Log posterior: -257856.26665015667 || Iter Time:0.015688180923461914 || Total time:25.96546483039856 Iteration: 116 || Clusters count: 16 || Log posterior: -257854.2671184335 || Iter Time:0.01651597023010254 || Total time:25.981980800628662 Iteration: 117 || Clusters count: 16 || Log posterior: -257854.90702611415 || Iter Time:0.01938796043395996 || Total time:26.001368761062622 Iteration: 118 || Clusters count: 16 || Log posterior: -257843.51766822685 || Iter Time:0.016633033752441406 || Total time:26.018001794815063 Iteration: 119 || Clusters count: 16 || Log posterior: -257858.2753885958 || Iter Time:0.01705312728881836 || Total time:26.035054922103882 Iteration: 120 || Clusters count: 16 || Log posterior: -257865.88926309778 || Iter Time:0.020279884338378906 || Total time:26.05533480644226 Iteration: 121 || Clusters count: 16 || Log posterior: -257863.5412505909 || Iter Time:0.024991989135742188 || Total time:26.080326795578003 Iteration: 122 || Clusters count: 16 || Log posterior: -257869.08969155798 || Iter Time:0.020823001861572266 || Total time:26.101149797439575 Iteration: 123 || Clusters count: 16 || Log posterior: -257874.034958955 || Iter Time:0.022086143493652344 || Total time:26.123235940933228 Iteration: 124 || Clusters count: 16 || Log posterior: -257870.57833989625 || Iter Time:0.026840925216674805 || Total time:26.150076866149902 Iteration: 125 || Clusters count: 16 || Log posterior: -257839.51594510378 || Iter Time:0.021906137466430664 || Total time:26.171983003616333 Loading and distributing data: 0.001033 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 19 || Log posterior: -256859.57631241882 || Iter Time:0.023179054260253906 || Total time:26.195162057876587 Iteration: 127 || Clusters count: 19 || Log posterior: -256626.15786256222 || Iter Time:0.024651050567626953 || Total time:26.219813108444214 Iteration: 128 || Clusters count: 19 || Log posterior: -256618.46637483395 || Iter Time:0.022272109985351562 || Total time:26.242085218429565 Iteration: 129 || Clusters count: 19 || Log posterior: -256620.8312529032 || Iter Time:0.021069049835205078 || Total time:26.26315426826477 Iteration: 130 || Clusters count: 19 || Log posterior: -256620.53505672124 || Iter Time:0.019490957260131836 || 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time:26.581669569015503 Iteration: 145 || Clusters count: 19 || Log posterior: -256639.07857422298 || Iter Time:0.024698972702026367 || Total time:26.60636854171753 Iteration: 146 || Clusters count: 19 || Log posterior: -256611.87758253363 || Iter Time:0.02733898162841797 || Total time:26.633707523345947 Loading and distributing data: 0.000797 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -256377.38387329545 || Iter Time:0.02537393569946289 || Total time:26.65908145904541 Iteration: 148 || Clusters count: 20 || Log posterior: -256239.3127897407 || Iter Time:0.02650284767150879 || Total time:26.68558430671692 Iteration: 149 || Clusters count: 20 || Log posterior: -256225.1230781883 || Iter Time:0.022729158401489258 || Total time:26.708313465118408 Iteration: 150 || Clusters count: 20 || Log posterior: -256221.97857863092 || Iter Time:0.02245497703552246 || Total time:26.73076844215393 Iteration: 151 || Clusters count: 20 || Log posterior: 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-256220.96434164932 || Iter Time:0.022490978240966797 || Total time:26.91765069961548 Iteration: 159 || Clusters count: 20 || Log posterior: -256222.6994917585 || Iter Time:0.02178502082824707 || Total time:26.939435720443726 Iteration: 160 || Clusters count: 20 || Log posterior: -256225.324964585 || Iter Time:0.02547287940979004 || Total time:26.964908599853516 Iteration: 161 || Clusters count: 20 || Log posterior: -256225.29735516128 || Iter Time:0.021697998046875 || Total time:26.98660659790039 Iteration: 162 || Clusters count: 20 || Log posterior: -256233.57667566524 || Iter Time:0.025742053985595703 || Total time:27.012348651885986 Iteration: 163 || Clusters count: 20 || Log posterior: -256222.17954887805 || Iter Time:0.02968907356262207 || Total time:27.04203772544861 Iteration: 164 || Clusters count: 20 || Log posterior: -256222.17954887805 || Iter Time:0.025409936904907227 || Total time:27.067447662353516 Iteration: 165 || Clusters count: 20 || Log posterior: -256224.89083785654 || Iter Time:0.030470848083496094 || Total time:27.09791851043701 Iteration: 166 || Clusters count: 20 || Log posterior: -256222.91942547378 || Iter Time:0.02761697769165039 || Total time:27.125535488128662 Iteration: 167 || Clusters count: 20 || Log posterior: -256222.91942547378 || Iter Time:0.025748014450073242 || Total time:27.151283502578735 Loading and distributing data: 0.000778 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -256212.54651914208 || Iter Time:0.030789852142333984 || Total time:27.18207335472107 Iteration: 169 || Clusters count: 20 || Log posterior: -256160.319250857 || Iter Time:0.025177001953125 || Total time:27.207250356674194 Iteration: 170 || Clusters count: 20 || Log posterior: -256135.01024416406 || Iter Time:0.02866196632385254 || Total time:27.235912322998047 Iteration: 171 || Clusters count: 20 || Log posterior: -256132.71562451698 || Iter Time:0.025368928909301758 || Total 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time:27.64647650718689 Iteration: 186 || Clusters count: 20 || Log posterior: -256130.80919639155 || Iter Time:0.030640840530395508 || Total time:27.677117347717285 Iteration: 187 || Clusters count: 20 || Log posterior: -256132.06834006036 || Iter Time:0.02797412872314453 || Total time:27.70509147644043 Iteration: 188 || Clusters count: 20 || Log posterior: -256132.06834006036 || Iter Time:0.02944493293762207 || Total time:27.73453640937805 Loading and distributing data: 0.000767 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -256312.01197389985 || Iter Time:0.027179956436157227 || Total time:27.76171636581421 Iteration: 190 || Clusters count: 20 || Log posterior: -256278.55823808888 || Iter Time:0.029587984085083008 || Total time:27.791304349899292 Iteration: 191 || Clusters count: 20 || Log posterior: -256286.05584630667 || Iter Time:0.025185823440551758 || Total time:27.816490173339844 Iteration: 192 || Clusters count: 20 || Log posterior: -256274.46151564323 || Iter Time:0.024513959884643555 || Total time:27.841004133224487 Iteration: 193 || Clusters count: 20 || Log posterior: -256276.93392422108 || Iter Time:0.027917861938476562 || Total time:27.868921995162964 Iteration: 194 || Clusters count: 20 || Log posterior: -256276.27943652216 || Iter Time:0.024205923080444336 || Total time:27.893127918243408 Iteration: 195 || Clusters count: 20 || Log posterior: -256281.6728870469 || Iter Time:0.026086091995239258 || Total time:27.919214010238647 Iteration: 196 || Clusters count: 20 || Log posterior: -256277.69009135404 || Iter Time:0.030278921127319336 || Total time:27.949492931365967 Iteration: 197 || Clusters count: 20 || Log posterior: -256278.19283125445 || Iter Time:0.025518178939819336 || Total time:27.975011110305786 Iteration: 198 || Clusters count: 20 || Log posterior: -256275.11156874898 || Iter Time:0.028685808181762695 || Total time:28.00369691848755 Iteration: 199 || Clusters count: 20 || Log posterior: -256273.2031593942 || Iter Time:0.024951934814453125 || Total time:28.028648853302002 Iteration: 200 || Clusters count: 20 || Log posterior: -256279.03685816829 || Iter Time:0.024760961532592773 || Total time:28.053409814834595 Iteration: 201 || Clusters count: 20 || Log posterior: -256283.47583056896 || Iter Time:0.028789043426513672 || Total time:28.08219885826111 Iteration: 202 || Clusters count: 20 || Log posterior: -256274.61148422223 || Iter Time:0.02524113655090332 || Total time:28.10743999481201 Iteration: 203 || Clusters count: 20 || Log posterior: -256274.61148422223 || Iter Time:0.026082992553710938 || Total time:28.133522987365723 Iteration: 204 || Clusters count: 20 || Log posterior: -256276.98259797657 || Iter Time:0.030713796615600586 || Total time:28.164236783981323 Iteration: 205 || Clusters count: 20 || Log posterior: -256277.29085942113 || Iter Time:0.02692103385925293 || Total time:28.191157817840576 Iteration: 206 || Clusters count: 20 || Log posterior: -256276.22915391863 || Iter Time:0.029861927032470703 || Total time:28.221019744873047 Iteration: 207 || Clusters count: 20 || Log posterior: -256274.39165424026 || Iter Time:0.02764296531677246 || Total time:28.24866271018982 Iteration: 208 || Clusters count: 20 || Log posterior: -256269.81905126636 || Iter Time:0.027302980422973633 || Total time:28.275965690612793 Iteration: 209 || Clusters count: 20 || Log posterior: -256269.81905126636 || Iter Time:0.030150890350341797 || Total time:28.306116580963135 NMI: 0.7221482187226981 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m27.7s [12365, 16332, 66963, 19313, 72660, 14841, 57017, 7586, 120415, 43050, 8496, 81473, 23607, 273188, 27341, 1518, 60280, 16916, 37853, 38786] Loading and distributing data: 0.000371 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6443.329193214167 || Iter Time:4.659042119979858 || Total time:4.659042119979858 Iteration: 1 || Clusters count: 1 || Log posterior: -6443.329193214167 || Iter Time:0.0019309520721435547 || Total time:4.660973072052002 Iteration: 2 || Clusters count: 1 || Log posterior: -6443.329193214167 || Iter Time:0.0014181137084960938 || Total time:4.662391185760498 Iteration: 3 || Clusters count: 1 || Log posterior: -6443.329193214167 || Iter Time:0.0013780593872070312 || Total time:4.663769245147705 Iteration: 4 || Clusters count: 1 || Log posterior: -6443.329193214167 || Iter Time:0.0013079643249511719 || Total time:4.665077209472656 Iteration: 5 || Clusters count: 1 || Log posterior: -6443.329193214167 || Iter Time:0.0014030933380126953 || Total time:4.666480302810669 Iteration: 6 || Clusters count: 1 || Log posterior: -6443.329193214167 || Iter Time:0.0014081001281738281 || Total time:4.667888402938843 Iteration: 7 || Clusters count: 1 || Log posterior: -6443.329193214167 || Iter Time:0.0013949871063232422 || Total time:4.669283390045166 Iteration: 8 || Clusters count: 2 || Log posterior: -6154.8011830373125 || Iter Time:0.1520090103149414 || Total time:4.821292400360107 Iteration: 9 || Clusters count: 2 || Log posterior: -6155.480148676925 || Iter Time:0.0019199848175048828 || Total time:4.823212385177612 Iteration: 10 || Clusters count: 2 || Log posterior: -6157.611805954373 || Iter Time:0.0017430782318115234 || Total time:4.824955463409424 Iteration: 11 || Clusters count: 2 || Log posterior: -6149.179955408985 || Iter Time:0.0016210079193115234 || Total time:4.826576471328735 Iteration: 12 || Clusters count: 2 || Log posterior: -6129.730826586332 || Iter Time:0.001608133316040039 || Total time:4.828184604644775 Iteration: 13 || Clusters count: 2 || Log posterior: -6150.169130795534 || Iter Time:0.0016379356384277344 || Total time:4.829822540283203 Iteration: 14 || Clusters count: 2 || Log posterior: -6152.417641382837 || Iter Time:0.0016689300537109375 || Total time:4.831491470336914 Iteration: 15 || Clusters count: 2 || Log posterior: -6151.4555686167 || Iter Time:0.001638174057006836 || Total time:4.833129644393921 Iteration: 16 || Clusters count: 2 || Log posterior: -6148.785529568273 || Iter Time:0.001611948013305664 || Total time:4.834741592407227 Iteration: 17 || Clusters count: 2 || Log posterior: -6154.018135231563 || Iter Time:0.0016469955444335938 || Total time:4.83638858795166 Iteration: 18 || Clusters count: 3 || Log posterior: -5942.412262506759 || Iter Time:0.003935098648071289 || Total time:4.8403236865997314 Iteration: 19 || Clusters count: 3 || Log posterior: -5893.817006993447 || Iter Time:0.002285003662109375 || Total time:4.842608690261841 Iteration: 20 || Clusters count: 3 || Log posterior: -5888.621311511496 || Iter Time:0.0022430419921875 || Total time:4.844851732254028 Iteration: 21 || Clusters count: 3 || Log posterior: -5887.3938337042255 || Iter Time:0.0022089481353759766 || Total time:4.847060680389404 Iteration: 22 || Clusters count: 3 || Log posterior: -5880.388064454683 || Iter Time:0.002151012420654297 || Total time:4.849211692810059 Iteration: 23 || Clusters count: 3 || Log posterior: -5894.563536034712 || Iter Time:0.0022459030151367188 || Total time:4.851457595825195 Iteration: 24 || Clusters count: 3 || Log posterior: -5881.845922430145 || Iter Time:0.002285003662109375 || Total time:4.853742599487305 Iteration: 25 || Clusters count: 3 || Log posterior: -5896.757383593017 || Iter Time:0.0022161006927490234 || Total time:4.855958700180054 Iteration: 26 || Clusters count: 3 || Log posterior: -5889.8274015328325 || Iter Time:0.0022912025451660156 || Total time:4.85824990272522 Iteration: 27 || Clusters count: 4 || Log posterior: -5839.516194727976 || Iter Time:0.0041239261627197266 || Total time:4.8623738288879395 Iteration: 28 || Clusters count: 4 || Log posterior: -5804.573274142702 || Iter Time:0.00251007080078125 || Total time:4.864883899688721 Iteration: 29 || Clusters count: 4 || Log posterior: -5712.950581040125 || Iter Time:0.0023789405822753906 || Total time:4.867262840270996 Iteration: 30 || Clusters count: 4 || Log posterior: -5567.629625128691 || Iter Time:1.178246021270752 || Total time:6.045508861541748 false [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] Loading and distributing data: 0.000231 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 4 || Log posterior: -5324.327256648085 || Iter Time:0.030584096908569336 || Total time:6.076092958450317 Iteration: 32 || Clusters count: 4 || Log posterior: -5317.765844291148 || Iter Time:0.0044269561767578125 || Total time:6.080519914627075 Loading and distributing data: 0.000131 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 4 || Log posterior: -4318.469063720926 || Iter Time:0.0027120113372802734 || Total time:6.0832319259643555 Iteration: 34 || Clusters count: 4 || Log posterior: -4318.469063720926 || Iter Time:0.004268169403076172 || Total time:6.087500095367432 Loading and distributing data: 0.000120 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 4 || Log posterior: -4042.5107627331063 || Iter Time:0.0027267932891845703 || Total time:6.090226888656616 Iteration: 36 || Clusters count: 4 || Log posterior: -4028.5926956230533 || Iter Time:0.00467681884765625 || Total time:6.0949037075042725 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 4 || Log posterior: -3995.206315975117 || Iter Time:0.044165849685668945 || Total time:6.139069557189941 Iteration: 38 || Clusters count: 4 || Log posterior: -3995.206315975117 || Iter Time:0.00427699089050293 || Total time:6.143346548080444 Loading and distributing data: 0.000106 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 4 || Log posterior: -3965.357923785454 || Iter Time:0.002707958221435547 || Total time:6.14605450630188 Iteration: 40 || Clusters count: 4 || Log posterior: -3953.607689673907 || Iter Time:0.004289150238037109 || Total time:6.150343656539917 Loading and distributing data: 0.000125 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 4 || Log posterior: -3990.409270674476 || Iter Time:0.0026128292083740234 || Total time:6.152956485748291 Iteration: 42 || Clusters count: 4 || Log posterior: -3990.409270674476 || Iter Time:0.00426793098449707 || Total time:6.157224416732788 Loading and distributing data: 0.000116 seconds (128 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|| Total time:6.997974395751953 Loading and distributing data: 0.000119 seconds (128 allocations: 13.180 KiB) Iteration: 133 || Clusters count: 9 || Log posterior: -3261.2167272431825 || Iter Time:0.00746607780456543 || Total time:7.0054404735565186 Iteration: 134 || Clusters count: 9 || Log posterior: -3230.0309269565587 || Iter Time:0.010628938674926758 || Total time:7.016069412231445 Loading and distributing data: 0.000124 seconds (128 allocations: 13.180 KiB) Iteration: 135 || Clusters count: 10 || Log posterior: -3301.799474563705 || Iter Time:0.00783991813659668 || Total time:7.023909330368042 Iteration: 136 || Clusters count: 10 || Log posterior: -3245.6678555927356 || Iter Time:0.01046895980834961 || Total time:7.034378290176392 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 137 || Clusters count: 10 || Log posterior: -3299.2419046427985 || Iter Time:0.007500171661376953 || Total time:7.0418784618377686 Iteration: 138 || Clusters count: 10 || Log posterior: -3237.878469855243 || Iter Time:0.010792970657348633 || Total time:7.052671432495117 Loading and distributing data: 0.000119 seconds (128 allocations: 13.180 KiB) Iteration: 139 || Clusters count: 10 || Log posterior: -3259.5178377282396 || Iter Time:0.007758140563964844 || Total time:7.060429573059082 Iteration: 140 || Clusters count: 10 || Log posterior: -3225.7160588187708 || Iter Time:0.010692834854125977 || Total time:7.071122407913208 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 141 || Clusters count: 10 || Log posterior: -3248.669441660224 || Iter Time:0.007247209548950195 || Total time:7.078369617462158 Iteration: 142 || Clusters count: 10 || Log posterior: -3211.2232155819074 || Iter Time:0.010687828063964844 || Total time:7.089057445526123 Loading and distributing data: 0.000121 seconds (128 allocations: 13.180 KiB) Iteration: 143 || Clusters count: 10 || Log posterior: -3257.2692631755767 || Iter 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Iteration: 149 || Clusters count: 10 || Log posterior: -3234.1729009241485 || Iter Time:0.008765935897827148 || Total time:7.157513380050659 Iteration: 150 || Clusters count: 10 || Log posterior: -3203.4658002205724 || Iter Time:0.011946916580200195 || Total time:7.169460296630859 Loading and distributing data: 0.000132 seconds (128 allocations: 13.180 KiB) Iteration: 151 || Clusters count: 10 || Log posterior: -3261.9282212433814 || Iter Time:0.008488178253173828 || Total time:7.177948474884033 Iteration: 152 || Clusters count: 10 || Log posterior: -3218.445442772005 || Iter Time:0.012308120727539062 || Total time:7.190256595611572 Loading and distributing data: 0.000137 seconds (128 allocations: 13.180 KiB) Iteration: 153 || Clusters count: 10 || Log posterior: -3241.354294935873 || Iter Time:0.009337902069091797 || Total time:7.199594497680664 Iteration: 154 || Clusters count: 10 || Log posterior: -3205.012968738699 || Iter Time:0.011691093444824219 || Total time:7.211285591125488 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-3220.269430294127 || Iter Time:0.011635065078735352 || Total time:7.273884534835815 Loading and distributing data: 0.000116 seconds (128 allocations: 13.180 KiB) Iteration: 161 || Clusters count: 10 || Log posterior: -3254.325148654289 || Iter Time:0.008654117584228516 || Total time:7.282538652420044 Iteration: 162 || Clusters count: 10 || Log posterior: -3203.0990978704276 || Iter Time:0.011834859848022461 || Total time:7.294373512268066 Loading and distributing data: 0.000119 seconds (128 allocations: 13.180 KiB) Iteration: 163 || Clusters count: 10 || Log posterior: -3227.962419975145 || Iter Time:0.00875091552734375 || Total time:7.30312442779541 Iteration: 164 || Clusters count: 10 || Log posterior: -3200.1513015885457 || Iter Time:0.011744976043701172 || Total time:7.314869403839111 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 165 || Clusters count: 10 || Log posterior: -3245.578448618982 || Iter Time:0.008484125137329102 || Total 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Log posterior: -3257.483582115392 || Iter Time:0.00843501091003418 || Total time:7.386410236358643 Iteration: 172 || Clusters count: 10 || Log posterior: -3220.6500597782488 || Iter Time:0.012086868286132812 || Total time:7.398497104644775 Loading and distributing data: 0.000123 seconds (128 allocations: 13.180 KiB) Iteration: 173 || Clusters count: 10 || Log posterior: -3250.7346967094436 || Iter Time:0.051542043685913086 || Total time:7.4500391483306885 Iteration: 174 || Clusters count: 10 || Log posterior: -3208.950433757081 || Iter Time:0.012800931930541992 || Total time:7.4628400802612305 Loading and distributing data: 0.000129 seconds (128 allocations: 13.180 KiB) Iteration: 175 || Clusters count: 10 || Log posterior: -3246.998573662223 || Iter Time:0.009134054183959961 || Total time:7.47197413444519 Iteration: 176 || Clusters count: 10 || Log posterior: -3192.6465855347037 || Iter Time:0.012034893035888672 || Total time:7.484009027481079 Loading and distributing data: 0.000119 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Iteration: 188 || Clusters count: 10 || Log posterior: -3215.8162176249193 || Iter Time:0.012048006057739258 || Total time:7.6105451583862305 Loading and distributing data: 0.000126 seconds (128 allocations: 13.180 KiB) Iteration: 189 || Clusters count: 10 || Log posterior: -3253.713291807583 || Iter Time:0.008790016174316406 || Total time:7.619335174560547 Iteration: 190 || Clusters count: 10 || Log posterior: -3195.213012889082 || Iter Time:0.01231694221496582 || Total time:7.631652116775513 Loading and distributing data: 0.000127 seconds (128 allocations: 13.180 KiB) Iteration: 191 || Clusters count: 10 || Log posterior: -3241.2742862496366 || Iter Time:0.008939981460571289 || Total time:7.640592098236084 Iteration: 192 || Clusters count: 10 || Log posterior: -3215.4199936793493 || Iter Time:0.012098073959350586 || Total time:7.652690172195435 Loading and distributing data: 0.000129 seconds (128 allocations: 13.180 KiB) Iteration: 193 || Clusters count: 10 || Log posterior: 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Iteration: 221 || Clusters count: 11 || Log posterior: -3132.901173494921 || Iter Time:0.009731054306030273 || Total time:7.947245836257935 Iteration: 222 || Clusters count: 11 || Log posterior: -3109.846511370298 || Iter Time:0.01312398910522461 || Total time:7.960369825363159 Loading and distributing data: 0.000116 seconds (128 allocations: 13.180 KiB) Iteration: 223 || Clusters count: 11 || Log posterior: -3177.058961152363 || Iter Time:0.009398937225341797 || Total time:7.969768762588501 Iteration: 224 || Clusters count: 11 || Log posterior: -3141.6412441014672 || Iter Time:0.01349496841430664 || Total time:7.983263731002808 Loading and distributing data: 0.000119 seconds (128 allocations: 13.180 KiB) Iteration: 225 || Clusters count: 11 || Log posterior: -3175.144024815323 || Iter Time:0.009819984436035156 || Total time:7.993083715438843 Iteration: 226 || Clusters count: 11 || Log posterior: -3146.9344698997375 || Iter Time:0.01297903060913086 || Total time:8.006062746047974 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-3144.8974313924996 || Iter Time:0.012552022933959961 || Total time:8.094717741012573 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 233 || Clusters count: 11 || Log posterior: -3170.07488131376 || Iter Time:0.009254932403564453 || Total time:8.103972673416138 Iteration: 234 || Clusters count: 11 || Log posterior: -3121.9459544932106 || Iter Time:0.013966083526611328 || Total time:8.117938756942749 Loading and distributing data: 0.000130 seconds (128 allocations: 13.180 KiB) Iteration: 235 || Clusters count: 11 || Log posterior: -3162.912656690338 || Iter Time:0.010400056838989258 || Total time:8.128338813781738 Iteration: 236 || Clusters count: 11 || Log posterior: -3128.6227584155085 || Iter Time:0.013826131820678711 || Total time:8.142164945602417 Loading and distributing data: 0.000131 seconds (128 allocations: 13.180 KiB) Iteration: 237 || Clusters count: 11 || Log posterior: -3171.8136646502057 || Iter Time:0.009856939315795898 || Total 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Log posterior: -3150.1033555630825 || Iter Time:0.008594036102294922 || Total time:8.21698808670044 Iteration: 244 || Clusters count: 11 || Log posterior: -3102.4207143437898 || Iter Time:0.012774944305419922 || Total time:8.22976303100586 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 245 || Clusters count: 11 || Log posterior: -3144.8010656432225 || Iter Time:0.009001970291137695 || Total time:8.238765001296997 Iteration: 246 || Clusters count: 11 || Log posterior: -3104.723976030029 || Iter Time:0.012645959854125977 || Total time:8.251410961151123 Loading and distributing data: 0.000123 seconds (128 allocations: 13.180 KiB) Iteration: 247 || Clusters count: 11 || Log posterior: -3121.900855681812 || Iter Time:0.009409904479980469 || Total time:8.260820865631104 Iteration: 248 || Clusters count: 11 || Log posterior: -3098.445471455305 || Iter Time:0.013174057006835938 || Total time:8.27399492263794 Loading and distributing data: 0.000121 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posterior: -3108.6280535771157 || Iter Time:0.013292074203491211 || Total time:8.688892126083374 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 283 || Clusters count: 11 || Log posterior: -3206.2179397515656 || Iter Time:0.009852886199951172 || Total time:8.698745012283325 Iteration: 284 || Clusters count: 11 || Log posterior: -3148.9516928488283 || Iter Time:0.013596057891845703 || Total time:8.712341070175171 Loading and distributing data: 0.000161 seconds (128 allocations: 13.180 KiB) Iteration: 285 || Clusters count: 11 || Log posterior: -3154.7828009588434 || Iter Time:0.011772871017456055 || Total time:8.724113941192627 Iteration: 286 || Clusters count: 11 || Log posterior: -3116.4091621699135 || Iter Time:0.012881994247436523 || Total time:8.736995935440063 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 287 || Clusters count: 11 || Log posterior: -3141.5367117299866 || Iter 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Iteration: 293 || Clusters count: 11 || Log posterior: -3151.06714552239 || Iter Time:0.009965181350708008 || Total time:8.818045377731323 Iteration: 294 || Clusters count: 11 || Log posterior: -3116.011216690859 || Iter Time:0.014316082000732422 || Total time:8.832361459732056 Loading and distributing data: 0.000163 seconds (128 allocations: 13.180 KiB) Iteration: 295 || Clusters count: 11 || Log posterior: -3194.647436670113 || Iter Time:0.011670112609863281 || Total time:8.844031572341919 Iteration: 296 || Clusters count: 11 || Log posterior: -3152.093863137725 || Iter Time:0.01358795166015625 || Total time:8.857619524002075 Loading and distributing data: 0.000119 seconds (128 allocations: 13.180 KiB) Iteration: 297 || Clusters count: 11 || Log posterior: -3195.358058127263 || Iter Time:0.00999307632446289 || Total time:8.867612600326538 Iteration: 298 || Clusters count: 11 || Log posterior: -3145.2099274080583 || Iter Time:0.013888120651245117 || Total time:8.881500720977783 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-3162.8406375535665 || Iter Time:0.014407873153686523 || Total time:8.955630779266357 Loading and distributing data: 0.000135 seconds (128 allocations: 13.180 KiB) Iteration: 305 || Clusters count: 11 || Log posterior: -3196.668498264246 || Iter Time:0.009813785552978516 || Total time:8.965444564819336 Iteration: 306 || Clusters count: 11 || Log posterior: -3156.171657981869 || Iter Time:0.013880014419555664 || Total time:8.979324579238892 Loading and distributing data: 0.000119 seconds (128 allocations: 13.180 KiB) Iteration: 307 || Clusters count: 11 || Log posterior: -3184.337531705014 || Iter Time:0.009788990020751953 || Total time:8.989113569259644 Iteration: 308 || Clusters count: 11 || Log posterior: -3151.320552115299 || Iter Time:0.013175010681152344 || Total time:9.002288579940796 Loading and distributing data: 0.000116 seconds (128 allocations: 13.180 KiB) Iteration: 309 || Clusters count: 11 || Log posterior: -3218.10041961512 || Iter Time:0.01006317138671875 || Total 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Iteration: 343 || Clusters count: 11 || Log posterior: -3153.4656252609248 || Iter Time:0.010040044784545898 || Total time:9.427887916564941 Iteration: 344 || Clusters count: 11 || Log posterior: -3099.093051936793 || Iter Time:0.013181924819946289 || Total time:9.441069841384888 Loading and distributing data: 0.000129 seconds (128 allocations: 13.180 KiB) Iteration: 345 || Clusters count: 11 || Log posterior: -3217.2632746380395 || Iter Time:0.00988316535949707 || Total time:9.450953006744385 Iteration: 346 || Clusters count: 11 || Log posterior: -3166.620340888682 || Iter Time:0.013492107391357422 || Total time:9.464445114135742 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 347 || Clusters count: 11 || Log posterior: -3195.265172853677 || Iter Time:0.009549856185913086 || Total time:9.473994970321655 Iteration: 348 || Clusters count: 11 || Log posterior: -3163.6132401719415 || Iter Time:0.013180971145629883 || Total time:9.487175941467285 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-3142.555320851988 || Iter Time:0.014002084732055664 || Total time:9.559336185455322 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 355 || Clusters count: 11 || Log posterior: -3139.9279605569504 || Iter Time:0.011485815048217773 || Total time:9.57082200050354 Iteration: 356 || Clusters count: 11 || Log posterior: -3114.0618648281425 || Iter Time:0.013159036636352539 || Total time:9.583981037139893 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 357 || Clusters count: 12 || Log posterior: -3140.4214047852515 || Iter Time:0.009778976440429688 || Total time:9.593760013580322 Iteration: 358 || Clusters count: 12 || Log posterior: -3095.697806545734 || Iter Time:0.013399124145507812 || Total time:9.60715913772583 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 359 || Clusters count: 12 || Log posterior: -3089.927448192044 || Iter Time:0.02843308448791504 || Total 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Iteration: 415 || Clusters count: 12 || Log posterior: -3171.396646944987 || Iter Time:0.011569976806640625 || Total time:10.368042469024658 Iteration: 416 || Clusters count: 12 || Log posterior: -3143.345951630704 || Iter Time:0.014496803283691406 || Total time:10.38253927230835 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 417 || Clusters count: 12 || Log posterior: -3183.9902168845465 || Iter Time:0.01143789291381836 || Total time:10.393977165222168 Iteration: 418 || Clusters count: 12 || Log posterior: -3160.2645934972425 || Iter Time:0.014937162399291992 || Total time:10.40891432762146 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 419 || Clusters count: 12 || Log posterior: -3108.1986410515938 || Iter Time:0.011361837387084961 || Total time:10.420276165008545 Iteration: 420 || Clusters count: 12 || Log posterior: -3080.5091490821937 || Iter Time:0.015475034713745117 || Total 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Iteration: 437 || Clusters count: 12 || Log posterior: -3137.156153599866 || Iter Time:0.010589838027954102 || Total time:10.67383360862732 Iteration: 438 || Clusters count: 12 || Log posterior: -3113.0338569265064 || Iter Time:0.014003992080688477 || Total time:10.687837600708008 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 439 || Clusters count: 12 || Log posterior: -3125.1186810272507 || Iter Time:0.01075291633605957 || Total time:10.698590517044067 Iteration: 440 || Clusters count: 12 || Log posterior: -3100.9383823170497 || Iter Time:0.01377105712890625 || Total time:10.712361574172974 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 441 || Clusters count: 12 || Log posterior: -3102.3981546378964 || Iter Time:0.011167049407958984 || Total time:10.723528623580933 Iteration: 442 || Clusters count: 12 || Log posterior: -3063.8152458246477 || Iter Time:0.014150142669677734 || Total 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Iteration: 459 || Clusters count: 12 || Log posterior: -3174.0144843193175 || Iter Time:0.010835886001586914 || Total time:10.972773313522339 Iteration: 460 || Clusters count: 12 || Log posterior: -3131.3290042028766 || Iter Time:0.015507936477661133 || Total time:10.98828125 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 461 || Clusters count: 12 || Log posterior: -3150.582313293412 || Iter Time:0.011621952056884766 || Total time:10.999903202056885 Iteration: 462 || Clusters count: 12 || Log posterior: -3112.4019483045977 || Iter Time:0.014693975448608398 || Total time:11.014597177505493 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 463 || Clusters count: 12 || Log posterior: -3145.205422947332 || Iter Time:0.010714054107666016 || Total time:11.02531123161316 Iteration: 464 || Clusters count: 12 || Log posterior: -3126.3938163243974 || Iter Time:0.014446020126342773 || Total time:11.039757251739502 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-3074.673879803419 || Iter Time:0.014774084091186523 || Total time:11.116193532943726 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 471 || Clusters count: 12 || Log posterior: -3103.2412291596047 || Iter Time:0.010552167892456055 || Total time:11.126745700836182 Iteration: 472 || Clusters count: 12 || Log posterior: -3089.7038669904414 || Iter Time:0.0143280029296875 || Total time:11.14107370376587 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 473 || Clusters count: 12 || Log posterior: -3176.5584487369365 || Iter Time:0.010686874389648438 || Total time:11.151760578155518 Iteration: 474 || Clusters count: 12 || Log posterior: -3131.8464053416624 || Iter Time:0.014216899871826172 || Total time:11.165977478027344 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 475 || Clusters count: 12 || Log posterior: -3146.447658885704 || Iter Time:0.009746074676513672 || 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Iteration: 664 || Clusters count: 12 || Log posterior: -3062.348777680938 || Iter Time:0.013788938522338867 || Total time:13.646927118301392 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 665 || Clusters count: 12 || Log posterior: -3133.433714338653 || Iter Time:0.00787210464477539 || Total time:13.654799222946167 Iteration: 666 || Clusters count: 12 || Log posterior: -3101.457067698164 || Iter Time:0.010555028915405273 || Total time:13.665354251861572 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 667 || Clusters count: 12 || Log posterior: -3183.752908802133 || Iter Time:0.008987188339233398 || Total time:13.674341440200806 Iteration: 668 || Clusters count: 12 || Log posterior: -3169.4689514621955 || Iter Time:0.009560108184814453 || Total time:13.68390154838562 Loading and distributing data: 0.000091 seconds (129 allocations: 13.195 KiB) Iteration: 669 || Clusters count: 12 || Log posterior: 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Iteration: 697 || Clusters count: 12 || Log posterior: -3180.151425009858 || Iter Time:0.0066568851470947266 || Total time:14.007716178894043 Iteration: 698 || Clusters count: 12 || Log posterior: -3120.6588154057636 || Iter Time:0.009005069732666016 || Total time:14.016721248626709 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 699 || Clusters count: 12 || Log posterior: -3187.22650281098 || Iter Time:0.008086919784545898 || Total time:14.024808168411255 Iteration: 700 || Clusters count: 12 || Log posterior: -3159.636899694417 || Iter Time:0.026162147521972656 || Total time:14.050970315933228 Loading and distributing data: 0.000089 seconds (129 allocations: 13.195 KiB) Iteration: 701 || Clusters count: 12 || Log posterior: -3114.804729269299 || Iter Time:0.007409811019897461 || Total time:14.058380126953125 Iteration: 702 || Clusters count: 12 || Log posterior: -3095.437553516353 || Iter Time:0.009083032608032227 || Total 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Iteration: 719 || Clusters count: 12 || Log posterior: -3136.5208796017723 || Iter Time:0.010761022567749023 || Total time:14.266611814498901 Iteration: 720 || Clusters count: 12 || Log posterior: -3111.8858678193114 || Iter Time:0.010350942611694336 || Total time:14.276962757110596 Loading and distributing data: 0.000091 seconds (129 allocations: 13.195 KiB) Iteration: 721 || Clusters count: 12 || Log posterior: -3067.8011043980946 || Iter Time:0.007509946823120117 || Total time:14.284472703933716 Iteration: 722 || Clusters count: 12 || Log posterior: -3050.7205504620474 || Iter Time:0.010644197463989258 || Total time:14.295116901397705 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 723 || Clusters count: 12 || Log posterior: -3081.8417825453566 || Iter Time:0.010473966598510742 || Total time:14.305590867996216 Iteration: 724 || Clusters count: 12 || Log posterior: -3037.9176129420352 || Iter Time:0.014183998107910156 || Total 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Iteration: 741 || Clusters count: 12 || Log posterior: -3170.068764543038 || Iter Time:0.010005950927734375 || Total time:14.523391962051392 Iteration: 742 || Clusters count: 12 || Log posterior: -3137.424095904768 || Iter Time:0.010961055755615234 || Total time:14.534353017807007 Loading and distributing data: 0.000093 seconds (129 allocations: 13.195 KiB) Iteration: 743 || Clusters count: 12 || Log posterior: -3170.97488114555 || Iter Time:0.00876307487487793 || Total time:14.543116092681885 Iteration: 744 || Clusters count: 12 || Log posterior: -3142.6067484209702 || Iter Time:0.010280132293701172 || Total time:14.553396224975586 Loading and distributing data: 0.000088 seconds (129 allocations: 13.195 KiB) Iteration: 745 || Clusters count: 12 || Log posterior: -3148.5354234727256 || Iter Time:0.006481170654296875 || Total time:14.559877395629883 Iteration: 746 || Clusters count: 12 || Log posterior: -3132.684750123023 || Iter Time:0.010693073272705078 || Total 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Iteration: 763 || Clusters count: 12 || Log posterior: -3130.797255603972 || Iter Time:0.01152801513671875 || Total time:14.770722389221191 Iteration: 764 || Clusters count: 12 || Log posterior: -3096.727882747915 || Iter Time:0.013756036758422852 || Total time:14.784478425979614 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 765 || Clusters count: 12 || Log posterior: -3117.4228146133614 || Iter Time:0.009982109069824219 || Total time:14.794460535049438 Iteration: 766 || Clusters count: 12 || Log posterior: -3086.8970162407477 || Iter Time:0.014168977737426758 || Total time:14.808629512786865 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 767 || Clusters count: 12 || Log posterior: -3187.522588708903 || Iter Time:0.010083913803100586 || Total time:14.818713426589966 Iteration: 768 || Clusters count: 12 || Log posterior: -3112.380695768781 || Iter Time:0.013501882553100586 || Total 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|| Log posterior: -3130.651345247721 || Iter Time:0.014332056045532227 || Total time:14.902905464172363 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 775 || Clusters count: 12 || Log posterior: -3156.4580502944364 || Iter Time:0.008910894393920898 || Total time:14.911816358566284 Iteration: 776 || Clusters count: 12 || Log posterior: -3126.1742467672498 || Iter Time:0.01070094108581543 || Total time:14.9225172996521 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 777 || Clusters count: 12 || Log posterior: -3186.4637392677023 || Iter Time:0.00985097885131836 || Total time:14.932368278503418 Iteration: 778 || Clusters count: 12 || Log posterior: -3148.4958753074407 || Iter Time:0.01038503646850586 || Total time:14.942753314971924 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 779 || Clusters count: 12 || Log posterior: -3135.819273574567 || Iter 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Iteration: 785 || Clusters count: 12 || Log posterior: -3100.8374053422176 || Iter Time:0.011914968490600586 || Total time:15.026000022888184 Iteration: 786 || Clusters count: 12 || Log posterior: -3054.3365219772627 || Iter Time:0.012861013412475586 || Total time:15.03886103630066 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 787 || Clusters count: 12 || Log posterior: -3100.257294415837 || Iter Time:0.01130986213684082 || Total time:15.0501708984375 Iteration: 788 || Clusters count: 12 || Log posterior: -3067.7310452608126 || Iter Time:0.013932943344116211 || Total time:15.064103841781616 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 789 || Clusters count: 12 || Log posterior: -3131.466038761226 || Iter Time:0.009816169738769531 || Total time:15.073920011520386 Iteration: 790 || Clusters count: 12 || Log posterior: -3117.6806485328175 || Iter Time:0.009126901626586914 || Total 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|| Log posterior: -3052.7280146917346 || Iter Time:0.014612913131713867 || Total time:15.17251992225647 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 797 || Clusters count: 12 || Log posterior: -3067.2745638916376 || Iter Time:0.008810997009277344 || Total time:15.181330919265747 Iteration: 798 || Clusters count: 12 || Log posterior: -3036.123178331209 || Iter Time:0.010442018508911133 || Total time:15.191772937774658 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 799 || Clusters count: 12 || Log posterior: -3112.2755116391245 || Iter Time:0.008755922317504883 || Total time:15.200528860092163 Iteration: 800 || Clusters count: 12 || Log posterior: -3074.0585467795227 || Iter Time:0.012758970260620117 || Total time:15.213287830352783 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 801 || Clusters count: 12 || Log posterior: -3133.6496738330165 || Iter 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Iteration: 807 || Clusters count: 12 || Log posterior: -3148.3384173476 || Iter Time:0.009292840957641602 || Total time:15.289681434631348 Iteration: 808 || Clusters count: 12 || Log posterior: -3124.024749101059 || Iter Time:0.015053987503051758 || Total time:15.3047354221344 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 809 || Clusters count: 12 || Log posterior: -3176.1221025008044 || Iter Time:0.010311126708984375 || Total time:15.315046548843384 Iteration: 810 || Clusters count: 12 || Log posterior: -3128.77048481163 || Iter Time:0.015231132507324219 || Total time:15.330277681350708 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 811 || Clusters count: 12 || Log posterior: -3123.0026414760187 || Iter Time:0.011566877365112305 || Total time:15.34184455871582 Iteration: 812 || Clusters count: 12 || Log posterior: -3111.8264265645175 || Iter Time:0.014998912811279297 || Total time:15.3568434715271 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 813 || Clusters count: 12 || Log posterior: -3165.839523745015 || Iter Time:0.009920835494995117 || Total time:15.366764307022095 Iteration: 814 || Clusters count: 12 || Log posterior: -3103.5989963674524 || Iter Time:0.011919021606445312 || Total time:15.37868332862854 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 815 || Clusters count: 12 || Log posterior: -3134.5014174492326 || Iter Time:0.011566162109375 || Total time:15.390249490737915 Iteration: 816 || Clusters count: 12 || Log posterior: -3088.079279908252 || Iter Time:0.014214038848876953 || Total time:15.404463529586792 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 817 || Clusters count: 12 || Log posterior: -3088.9500110327576 || Iter Time:0.010081052780151367 || Total time:15.414544582366943 Iteration: 818 || Clusters count: 12 || Log posterior: -3058.786164681873 || Iter Time:0.013998031616210938 || Total time:15.428542613983154 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 819 || Clusters count: 12 || Log posterior: -3088.5610293605196 || Iter Time:0.007333993911743164 || Total time:15.435876607894897 Iteration: 820 || Clusters count: 12 || Log posterior: -3050.93171810729 || Iter Time:0.013122081756591797 || Total time:15.44899868965149 Loading and distributing data: 0.000090 seconds (129 allocations: 13.195 KiB) Iteration: 821 || Clusters count: 12 || Log posterior: -3142.2692375880783 || Iter Time:0.0069010257720947266 || Total time:15.455899715423584 Iteration: 822 || Clusters count: 12 || Log posterior: -3104.380594653228 || Iter Time:0.01314997673034668 || Total time:15.46904969215393 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 823 || Clusters count: 12 || Log posterior: -3140.237207110244 || Iter Time:0.010673046112060547 || Total 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Iteration: 868 || Clusters count: 12 || Log posterior: -3049.840227354362 || Iter Time:0.014207124710083008 || Total time:16.043558597564697 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 869 || Clusters count: 12 || Log posterior: -3141.965172432126 || Iter Time:0.010385990142822266 || Total time:16.05394458770752 Iteration: 870 || Clusters count: 12 || Log posterior: -3113.1895302715207 || Iter Time:0.014292001724243164 || Total time:16.068236589431763 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 871 || Clusters count: 12 || Log posterior: -3147.4784296704765 || Iter Time:0.010866880416870117 || Total time:16.079103469848633 Iteration: 872 || Clusters count: 12 || Log posterior: -3095.119947286721 || Iter Time:0.01503610610961914 || Total time:16.094139575958252 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 873 || Clusters count: 12 || Log posterior: 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Log posterior: -3166.0416782389357 || Iter Time:0.015022039413452148 || Total time:16.342551469802856 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 891 || Clusters count: 12 || Log posterior: -3193.4351387968827 || Iter Time:0.01076197624206543 || Total time:16.353313446044922 Iteration: 892 || Clusters count: 12 || Log posterior: -3173.7714589796597 || Iter Time:0.014547109603881836 || Total time:16.367860555648804 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 893 || Clusters count: 12 || Log posterior: -3183.696432965442 || Iter Time:0.01090097427368164 || Total time:16.378761529922485 Iteration: 894 || Clusters count: 12 || Log posterior: -3166.758069207296 || Iter Time:0.013844966888427734 || Total time:16.392606496810913 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 895 || Clusters count: 12 || Log posterior: -3147.661076311924 || Iter 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Iteration: 901 || Clusters count: 12 || Log posterior: -3164.803222141007 || Iter Time:0.01073908805847168 || Total time:16.47691798210144 Iteration: 902 || Clusters count: 12 || Log posterior: -3143.377087591405 || Iter Time:0.014593124389648438 || Total time:16.49151110649109 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 903 || Clusters count: 12 || Log posterior: -3121.6827889070387 || Iter Time:0.010954856872558594 || Total time:16.502465963363647 Iteration: 904 || Clusters count: 12 || Log posterior: -3097.753151427167 || Iter Time:0.01424098014831543 || Total time:16.516706943511963 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 905 || Clusters count: 12 || Log posterior: -3114.507814492864 || Iter Time:0.010346174240112305 || Total time:16.527053117752075 Iteration: 906 || Clusters count: 12 || Log posterior: -3082.321119448543 || Iter Time:0.01589488983154297 || Total time:16.542948007583618 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 907 || Clusters count: 12 || Log posterior: -3113.470261364354 || Iter Time:0.01302790641784668 || Total time:16.555975914001465 Iteration: 908 || Clusters count: 12 || Log posterior: -3076.6113846320363 || Iter Time:0.014800071716308594 || Total time:16.570775985717773 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 909 || Clusters count: 12 || Log posterior: -3110.220456797945 || Iter Time:0.01055598258972168 || Total time:16.581331968307495 Iteration: 910 || Clusters count: 12 || Log posterior: -3073.5517817992077 || Iter Time:0.014677047729492188 || Total time:16.596009016036987 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 911 || Clusters count: 12 || Log posterior: -3099.6905783654247 || Iter Time:0.010757923126220703 || Total time:16.606766939163208 Iteration: 912 || Clusters count: 12 || Log posterior: 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|| Log posterior: -3112.5898288328062 || Iter Time:0.010944128036499023 || Total time:16.783794164657593 Iteration: 924 || Clusters count: 12 || Log posterior: -3082.8128365561283 || Iter Time:0.014422893524169922 || Total time:16.798217058181763 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 925 || Clusters count: 12 || Log posterior: -3171.831852563263 || Iter Time:0.010445117950439453 || Total time:16.808662176132202 Iteration: 926 || Clusters count: 12 || Log posterior: -3142.1812306826923 || Iter Time:0.014271020889282227 || Total time:16.822933197021484 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 927 || Clusters count: 12 || Log posterior: -3182.153954709746 || Iter Time:0.01057291030883789 || Total time:16.833506107330322 Iteration: 928 || Clusters count: 12 || Log posterior: -3155.1702709252513 || Iter Time:0.01442098617553711 || Total time:16.84792709350586 Loading and distributing data: 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Iteration: 940 || Clusters count: 13 || Log posterior: -3063.9081229575436 || Iter Time:0.016063928604125977 || Total time:17.004327058792114 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 941 || Clusters count: 13 || Log posterior: -3099.0424678839436 || Iter Time:0.013261079788208008 || Total time:17.017588138580322 Iteration: 942 || Clusters count: 13 || Log posterior: -3074.3902912975414 || Iter Time:0.016231060028076172 || Total time:17.0338191986084 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 943 || Clusters count: 14 || Log posterior: -3147.9360034870183 || Iter Time:0.01203298568725586 || Total time:17.045852184295654 Iteration: 944 || Clusters count: 14 || Log posterior: -3110.558661490505 || Iter Time:0.015746116638183594 || Total time:17.061598300933838 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 945 || Clusters count: 14 || Log posterior: -3105.4359993885264 || Iter Time:0.012125968933105469 || Total time:17.073724269866943 Iteration: 946 || Clusters count: 14 || Log posterior: -3076.425095862139 || Iter Time:0.016314983367919922 || Total time:17.090039253234863 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 947 || Clusters count: 14 || Log posterior: -3113.213484479055 || Iter Time:0.011845827102661133 || Total time:17.101885080337524 Iteration: 948 || Clusters count: 14 || Log posterior: -3093.5011191737494 || Iter Time:0.017991065979003906 || Total time:17.11987614631653 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 949 || Clusters count: 14 || Log posterior: -3155.1485178809276 || Iter Time:0.012104988098144531 || Total time:17.131981134414673 Iteration: 950 || Clusters count: 14 || Log posterior: -3129.9433381009876 || Iter Time:0.01749587059020996 || Total time:17.149477005004883 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 951 || Clusters count: 14 || Log posterior: -3151.0665348583475 || Iter Time:0.03236889839172363 || Total time:17.181845903396606 Iteration: 952 || Clusters count: 14 || Log posterior: -3104.557822235845 || Iter Time:0.017281055450439453 || Total time:17.199126958847046 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 953 || Clusters count: 14 || Log posterior: -3208.092662592319 || Iter Time:0.014225959777832031 || Total time:17.213352918624878 Iteration: 954 || Clusters count: 14 || Log posterior: -3158.584428097547 || Iter Time:0.018074989318847656 || Total time:17.231427907943726 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 955 || Clusters count: 14 || Log posterior: -3157.675953667602 || Iter Time:0.013720035552978516 || Total time:17.245147943496704 Iteration: 956 || Clusters count: 14 || Log posterior: -3129.648677277871 || Iter Time:0.01834392547607422 || 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Iteration: 973 || Clusters count: 14 || Log posterior: -3141.9774393117627 || Iter Time:0.014904022216796875 || Total time:17.546486616134644 Iteration: 974 || Clusters count: 14 || Log posterior: -3120.3367766236083 || Iter Time:0.01918482780456543 || Total time:17.56567144393921 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 975 || Clusters count: 14 || Log posterior: -3173.684055985212 || Iter Time:0.015238046646118164 || Total time:17.580909490585327 Iteration: 976 || Clusters count: 14 || Log posterior: -3123.551756618134 || Iter Time:0.018759965896606445 || Total time:17.599669456481934 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 977 || Clusters count: 14 || Log posterior: -3173.755505519662 || Iter Time:0.015416145324707031 || Total time:17.61508560180664 Iteration: 978 || Clusters count: 14 || Log posterior: -3148.2913106780616 || Iter Time:0.037899017333984375 || Total 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-3114.0177524381666 || Iter Time:0.018764019012451172 || Total time:20.731369018554688 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1161 || Clusters count: 14 || Log posterior: -3191.5031251168484 || Iter Time:0.014128923416137695 || Total time:20.745497941970825 Iteration: 1162 || Clusters count: 14 || Log posterior: -3150.3597235281895 || Iter Time:0.018355131149291992 || Total time:20.763853073120117 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1163 || Clusters count: 14 || Log posterior: -3159.3145213698967 || Iter Time:0.014400959014892578 || Total time:20.77825403213501 Iteration: 1164 || Clusters count: 14 || Log posterior: -3119.754110365951 || Iter Time:0.018418073654174805 || Total time:20.796672105789185 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1165 || Clusters count: 14 || Log posterior: -3142.8803971146035 || Iter Time:0.01447606086730957 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-3142.4141661800068 || Iter Time:0.01930689811706543 || Total time:24.835095405578613 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1403 || Clusters count: 14 || Log posterior: -3186.963685257652 || Iter Time:0.01492619514465332 || Total time:24.850021600723267 Iteration: 1404 || Clusters count: 14 || Log posterior: -3160.5353186630464 || Iter Time:0.018049955368041992 || Total time:24.86807155609131 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1405 || Clusters count: 14 || Log posterior: -3206.679774176127 || Iter Time:0.015164852142333984 || Total time:24.883236408233643 Iteration: 1406 || Clusters count: 14 || Log posterior: -3168.7378089749645 || Iter Time:0.01852703094482422 || Total time:24.901763439178467 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1407 || Clusters count: 14 || Log posterior: -3163.9508500285338 || Iter Time:0.013664007186889648 || 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-3120.241824213041 || Iter Time:0.016258955001831055 || Total time:25.19961643218994 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1425 || Clusters count: 14 || Log posterior: -3128.91801541593 || Iter Time:0.013580083847045898 || Total time:25.213196516036987 Iteration: 1426 || Clusters count: 14 || Log posterior: -3084.61710864429 || Iter Time:0.01707601547241211 || Total time:25.2302725315094 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1427 || Clusters count: 14 || Log posterior: -3119.7574916583953 || Iter Time:0.013324975967407227 || Total time:25.243597507476807 Iteration: 1428 || Clusters count: 14 || Log posterior: -3086.0676344359526 || Iter Time:0.01656818389892578 || Total time:25.260165691375732 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1429 || Clusters count: 14 || Log posterior: -3212.156935462421 || Iter Time:0.012753963470458984 || Total 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14 || Log posterior: -3183.273057120314 || Iter Time:0.014310121536254883 || Total time:25.360162019729614 Iteration: 1436 || Clusters count: 14 || Log posterior: -3126.83982125469 || Iter Time:0.018280982971191406 || Total time:25.378443002700806 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1437 || Clusters count: 14 || Log posterior: -3124.777206642092 || Iter Time:0.014803171157836914 || Total time:25.393246173858643 Iteration: 1438 || Clusters count: 14 || Log posterior: -3091.215890350339 || Iter Time:0.019353151321411133 || Total time:25.412599325180054 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1439 || Clusters count: 14 || Log posterior: -3165.641677444762 || Iter Time:0.014827966690063477 || Total time:25.427427291870117 Iteration: 1440 || Clusters count: 14 || Log posterior: -3114.551542595961 || Iter Time:0.018848896026611328 || Total time:25.44627618789673 Loading and distributing 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-3123.899175126255 || Iter Time:0.014840841293334961 || Total time:26.133623838424683 Iteration: 1480 || Clusters count: 14 || Log posterior: -3101.264776699413 || Iter Time:0.018537044525146484 || Total time:26.15216088294983 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1481 || Clusters count: 14 || Log posterior: -3119.861037479239 || Iter Time:0.014023065567016602 || Total time:26.166183948516846 Iteration: 1482 || Clusters count: 14 || Log posterior: -3068.3567728243247 || Iter Time:0.017712831497192383 || Total time:26.183896780014038 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1483 || Clusters count: 14 || Log posterior: -3147.1761978544187 || Iter Time:0.014214038848876953 || Total time:26.198110818862915 Iteration: 1484 || Clusters count: 14 || Log posterior: -3108.652832467609 || Iter Time:0.01993083953857422 || Total time:26.21804165840149 Loading and distributing data: 0.000125 seconds 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posterior: -3138.2737419013706 || Iter Time:0.014978885650634766 || Total time:26.88231635093689 Iteration: 1524 || Clusters count: 14 || Log posterior: -3124.6838267695557 || Iter Time:0.018594026565551758 || Total time:26.90091037750244 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1525 || Clusters count: 14 || Log posterior: -3122.4636158097287 || Iter Time:0.01285099983215332 || Total time:26.913761377334595 Iteration: 1526 || Clusters count: 14 || Log posterior: -3081.8064064006776 || Iter Time:0.019191980361938477 || Total time:26.932953357696533 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1527 || Clusters count: 14 || Log posterior: -3080.085571748837 || Iter Time:0.0141448974609375 || Total time:26.94709825515747 Iteration: 1528 || Clusters count: 14 || Log posterior: -3043.4088365952844 || Iter Time:0.019935131072998047 || Total time:26.96703338623047 Loading and distributing data: 0.000160 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distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1573 || Clusters count: 14 || Log posterior: -3204.31419205296 || Iter Time:0.01349782943725586 || Total time:27.758389711380005 Iteration: 1574 || Clusters count: 14 || Log posterior: -3173.2453274702893 || Iter Time:0.018125057220458984 || Total time:27.776514768600464 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1575 || Clusters count: 14 || Log posterior: -3195.2620193451303 || Iter Time:0.013395071029663086 || Total time:27.789909839630127 Iteration: 1576 || Clusters count: 14 || Log posterior: -3139.1023897717055 || Iter Time:0.019427061080932617 || Total time:27.80933690071106 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1577 || Clusters count: 14 || Log posterior: -3195.72180721153 || Iter Time:0.01473093032836914 || Total time:27.82406783103943 Iteration: 1578 || Clusters count: 14 || Log posterior: 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-3106.916302758285 || Iter Time:0.017412900924682617 || Total time:28.220900535583496 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1601 || Clusters count: 14 || Log posterior: -3163.6488032687025 || Iter Time:0.013569831848144531 || Total time:28.23447036743164 Iteration: 1602 || Clusters count: 14 || Log posterior: -3130.4916618397374 || Iter Time:0.017030954360961914 || Total time:28.251501321792603 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1603 || Clusters count: 14 || Log posterior: -3150.229470966285 || Iter Time:0.012800216674804688 || Total time:28.264301538467407 Iteration: 1604 || Clusters count: 14 || Log posterior: -3125.8521476052147 || Iter Time:0.017735958099365234 || Total time:28.282037496566772 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1605 || Clusters count: 14 || Log posterior: -3177.2103369959505 || Iter Time:0.014702081680297852 || Total time:28.29673957824707 Iteration: 1606 || Clusters count: 14 || Log posterior: -3128.586027560986 || Iter Time:0.018235206604003906 || Total time:28.314974784851074 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1607 || Clusters count: 14 || Log posterior: -3195.027900941 || Iter Time:0.013482093811035156 || Total time:28.32845687866211 Iteration: 1608 || Clusters count: 14 || Log posterior: -3147.8495645247717 || Iter Time:0.017956972122192383 || Total time:28.3464138507843 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1609 || Clusters count: 14 || Log posterior: -3129.889098426236 || Iter Time:0.013296127319335938 || Total time:28.359709978103638 Iteration: 1610 || Clusters count: 14 || Log posterior: -3117.3973048713356 || Iter Time:0.01724982261657715 || Total time:28.376959800720215 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1611 || Clusters count: 14 || Log posterior: -3147.4412062437555 || Iter Time:0.013345956802368164 || Total time:28.390305757522583 Iteration: 1612 || Clusters count: 14 || Log posterior: -3094.7016846869687 || Iter Time:0.01732611656188965 || Total time:28.407631874084473 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1613 || Clusters count: 14 || Log posterior: -3112.7950663885536 || Iter Time:0.012928009033203125 || Total time:28.420559883117676 Iteration: 1614 || Clusters count: 14 || Log posterior: -3078.4078609955536 || Iter Time:0.019711971282958984 || Total time:28.440271854400635 Loading and distributing data: 0.000163 seconds (129 allocations: 13.195 KiB) Iteration: 1615 || Clusters count: 14 || Log posterior: -3158.772404691656 || Iter Time:0.0159759521484375 || Total time:28.456247806549072 Iteration: 1616 || Clusters count: 14 || Log posterior: -3127.186252300153 || Iter Time:0.01879405975341797 || Total time:28.47504186630249 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1617 || Clusters count: 14 || Log posterior: -3144.0198945085413 || Iter Time:0.014109134674072266 || Total time:28.489151000976562 Iteration: 1618 || Clusters count: 14 || Log posterior: -3111.2697484666023 || Iter Time:0.018027067184448242 || Total time:28.50717806816101 Loading and distributing data: 0.000159 seconds (129 allocations: 13.195 KiB) Iteration: 1619 || Clusters count: 14 || Log posterior: -3182.6707313107127 || Iter Time:0.014286994934082031 || Total time:28.521465063095093 Iteration: 1620 || Clusters count: 14 || Log posterior: -3106.3354940458557 || Iter Time:0.040904998779296875 || Total time:28.56237006187439 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1621 || Clusters count: 14 || Log posterior: -3144.0866883489625 || Iter Time:0.014164924621582031 || Total time:28.57653498649597 Iteration: 1622 || Clusters count: 14 || Log posterior: -3115.392160358695 || Iter Time:0.01757192611694336 || Total time:28.594106912612915 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1623 || Clusters count: 14 || Log posterior: -3154.410908768071 || Iter Time:0.013091087341308594 || Total time:28.607197999954224 Iteration: 1624 || Clusters count: 14 || Log posterior: -3104.349616773312 || Iter Time:0.017473220825195312 || Total time:28.62467122077942 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1625 || Clusters count: 14 || Log posterior: -3154.3157426380344 || Iter Time:0.012989997863769531 || Total time:28.63766121864319 Iteration: 1626 || Clusters count: 14 || Log posterior: -3112.2354320352633 || Iter Time:0.01862502098083496 || Total time:28.656286239624023 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1627 || Clusters count: 14 || Log posterior: -3122.559178237937 || Iter Time:0.013406991958618164 || 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-3118.1875622216794 || Iter Time:0.01574397087097168 || Total time:28.939826726913452 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1645 || Clusters count: 14 || Log posterior: -3134.1495776910565 || Iter Time:0.011353015899658203 || Total time:28.95117974281311 Iteration: 1646 || Clusters count: 14 || Log posterior: -3104.394673936014 || Iter Time:0.015881061553955078 || Total time:28.967060804367065 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1647 || Clusters count: 14 || Log posterior: -3149.6974131468824 || Iter Time:0.011991024017333984 || Total time:28.9790518283844 Iteration: 1648 || Clusters count: 14 || Log posterior: -3111.761370137814 || Iter Time:0.01853489875793457 || Total time:28.997586727142334 Loading and distributing data: 0.000174 seconds (129 allocations: 13.195 KiB) Iteration: 1649 || Clusters count: 14 || Log posterior: -3164.750704637487 || Iter Time:0.01860499382019043 || 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-3121.632867751995 || Iter Time:0.01735091209411621 || Total time:29.291139125823975 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1667 || Clusters count: 14 || Log posterior: -3137.374709923385 || Iter Time:0.01332998275756836 || Total time:29.304469108581543 Iteration: 1668 || Clusters count: 14 || Log posterior: -3132.8344910203514 || Iter Time:0.01732802391052246 || Total time:29.321797132492065 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1669 || Clusters count: 14 || Log posterior: -3174.079076914752 || Iter Time:0.013319969177246094 || Total time:29.33511710166931 Iteration: 1670 || Clusters count: 14 || Log posterior: -3128.0011959127805 || Iter Time:0.016326904296875 || Total time:29.351444005966187 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1671 || Clusters count: 14 || Log posterior: -3185.11968621185 || Iter Time:0.013486146926879883 || Total 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-3119.5179320224215 || Iter Time:0.01809382438659668 || Total time:29.656375885009766 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1689 || Clusters count: 14 || Log posterior: -3172.02758323732 || Iter Time:0.013920068740844727 || Total time:29.67029595375061 Iteration: 1690 || Clusters count: 14 || Log posterior: -3126.768646094716 || Iter Time:0.018368959426879883 || Total time:29.68866491317749 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1691 || Clusters count: 14 || Log posterior: -3100.0359694028552 || Iter Time:0.014014005661010742 || Total time:29.7026789188385 Iteration: 1692 || Clusters count: 14 || Log posterior: -3067.8842512536526 || Iter Time:0.018565893173217773 || Total time:29.72124481201172 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1693 || Clusters count: 14 || Log posterior: -3128.145044566096 || Iter Time:0.014117002487182617 || 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Iteration: 1837 || Clusters count: 14 || Log posterior: -3128.4077833930855 || Iter Time:0.014777898788452148 || Total time:32.14195704460144 Iteration: 1838 || Clusters count: 14 || Log posterior: -3081.8364441158706 || Iter Time:0.01869821548461914 || Total time:32.16065526008606 Loading and distributing data: 0.000165 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 14 || Log posterior: -3131.5374902528747 || Iter Time:0.013978958129882812 || Total time:32.17463421821594 Iteration: 1840 || Clusters count: 14 || Log posterior: -3094.728269623595 || Iter Time:0.019450902938842773 || Total time:32.194085121154785 Loading and distributing data: 0.000177 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 14 || Log posterior: -3153.544503950886 || Iter Time:0.016615867614746094 || Total time:32.21070098876953 Iteration: 1842 || Clusters count: 14 || Log posterior: -3125.7644603754215 || Iter Time:0.019156932830810547 || Total 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14 || Log posterior: -3159.897245118194 || Iter Time:0.016236066818237305 || Total time:32.321537733078 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 14 || Log posterior: -3165.372585294203 || Iter Time:0.013838052749633789 || Total time:32.33537578582764 Iteration: 1850 || Clusters count: 14 || Log posterior: -3135.6416196257774 || Iter Time:0.017309904098510742 || Total time:32.35268568992615 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 14 || Log posterior: -3145.466580277094 || Iter Time:0.013022899627685547 || Total time:32.36570858955383 Iteration: 1852 || Clusters count: 14 || Log posterior: -3105.957651965676 || Iter Time:0.018663883209228516 || Total time:32.38437247276306 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 14 || Log posterior: -3107.283793207144 || Iter 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Iteration: 1859 || Clusters count: 14 || Log posterior: -3147.5705395548393 || Iter Time:0.013917922973632812 || Total time:32.4980993270874 Iteration: 1860 || Clusters count: 14 || Log posterior: -3110.2840639647625 || Iter Time:0.01947307586669922 || Total time:32.5175724029541 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 14 || Log posterior: -3169.6877270685004 || Iter Time:0.014528989791870117 || Total time:32.53210139274597 Iteration: 1862 || Clusters count: 14 || Log posterior: -3139.3222409336945 || Iter Time:0.018754005432128906 || Total time:32.5508553981781 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 14 || Log posterior: -3138.9686110687085 || Iter Time:0.03791379928588867 || Total time:32.58876919746399 Iteration: 1864 || Clusters count: 14 || Log posterior: -3115.0429935908455 || Iter Time:0.018604040145874023 || Total 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|| Log posterior: -3113.8528788979415 || Iter Time:0.018517017364501953 || Total time:32.7091383934021 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 14 || Log posterior: -3120.9678083800964 || Iter Time:0.013213157653808594 || Total time:32.72235155105591 Iteration: 1872 || Clusters count: 14 || Log posterior: -3087.8103840610556 || Iter Time:0.01805591583251953 || Total time:32.74040746688843 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 14 || Log posterior: -3125.587220592516 || Iter Time:0.013712882995605469 || Total time:32.75412034988403 Iteration: 1874 || Clusters count: 14 || Log posterior: -3104.832071800529 || Iter Time:0.01747584342956543 || Total time:32.7715961933136 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 14 || Log posterior: -3138.348709201436 || Iter Time:0.014732837677001953 || Total time:32.7863290309906 Iteration: 1876 || Clusters count: 14 || Log posterior: -3114.68280609248 || Iter Time:0.018213987350463867 || Total time:32.804543018341064 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 14 || Log posterior: -3153.3111884355226 || Iter Time:0.014770030975341797 || Total time:32.819313049316406 Iteration: 1878 || Clusters count: 14 || Log posterior: -3111.9086648969546 || Iter Time:0.018656015396118164 || Total time:32.837969064712524 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 14 || Log posterior: -3137.8552540188903 || Iter Time:0.013924121856689453 || Total time:32.851893186569214 Iteration: 1880 || Clusters count: 14 || Log posterior: -3087.8448384700037 || Iter Time:0.018442153930664062 || Total time:32.87033534049988 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 14 || Log posterior: -3175.6283234290217 || Iter Time:0.014316082000732422 || Total time:32.88465142250061 Iteration: 1882 || Clusters count: 14 || Log posterior: -3148.663753361263 || Iter Time:0.01871490478515625 || Total time:32.90336632728577 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 14 || Log posterior: -3198.373166870062 || Iter Time:0.014658927917480469 || Total time:32.91802525520325 Iteration: 1884 || Clusters count: 14 || Log posterior: -3161.760524504593 || Iter Time:0.01877593994140625 || Total time:32.93680119514465 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 14 || Log posterior: -3151.241354400654 || Iter Time:0.015071868896484375 || Total time:32.95187306404114 Iteration: 1886 || Clusters count: 14 || Log posterior: -3129.4620961184614 || Iter Time:0.018573999404907227 || Total time:32.970447063446045 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 14 || Log posterior: -3152.1814915983464 || Iter Time:0.015941858291625977 || Total time:32.98638892173767 Iteration: 1888 || Clusters count: 14 || Log posterior: -3121.328767689118 || Iter Time:0.020294904708862305 || Total time:33.00668382644653 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 14 || Log posterior: -3118.3298805671943 || Iter Time:0.015066146850585938 || Total time:33.02174997329712 Iteration: 1890 || Clusters count: 14 || Log posterior: -3077.2537657686366 || Iter Time:0.019771814346313477 || Total time:33.04152178764343 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 14 || Log posterior: -3146.8570765909553 || Iter Time:0.014065027236938477 || Total time:33.05558681488037 Iteration: 1892 || Clusters count: 14 || Log posterior: -3101.79573911713 || Iter Time:0.018897056579589844 || Total time:33.07448387145996 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 14 || Log posterior: -3143.2902173342454 || Iter Time:0.014435052871704102 || Total time:33.088918924331665 Iteration: 1894 || Clusters count: 14 || Log posterior: -3110.987821171684 || Iter Time:0.018404006958007812 || Total time:33.10732293128967 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 14 || Log posterior: -3163.5868995641936 || Iter Time:0.03468489646911621 || Total time:33.14200782775879 Iteration: 1896 || Clusters count: 14 || Log posterior: -3131.3684700147096 || Iter Time:0.01867198944091797 || Total time:33.16067981719971 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 14 || Log posterior: -3154.6948574609382 || Iter Time:0.013674020767211914 || Total time:33.17435383796692 Iteration: 1898 || Clusters count: 14 || Log posterior: -3126.047334488941 || Iter Time:0.018402099609375 || Total time:33.192755937576294 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 14 || Log posterior: -3100.3462062228964 || Iter Time:0.01378488540649414 || Total time:33.20654082298279 Iteration: 1900 || Clusters count: 14 || Log posterior: -3084.841632907989 || Iter Time:0.017445087432861328 || Total time:33.22398591041565 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 14 || Log posterior: -3159.1188344243196 || Iter Time:0.013710975646972656 || Total time:33.23769688606262 Iteration: 1902 || Clusters count: 14 || Log posterior: -3137.399656159971 || Iter Time:0.01941394805908203 || Total time:33.257110834121704 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 14 || Log posterior: -3178.1133220993474 || Iter Time:0.013367891311645508 || Total time:33.27047872543335 Iteration: 1904 || Clusters count: 14 || Log posterior: -3122.141092756209 || Iter Time:0.018352031707763672 || Total time:33.28883075714111 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 14 || Log posterior: -3184.524943662267 || Iter Time:0.013206005096435547 || Total time:33.30203676223755 Iteration: 1906 || Clusters count: 14 || Log posterior: -3134.032477103001 || Iter Time:0.01766180992126465 || Total time:33.31969857215881 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 14 || Log posterior: -3134.5143179006727 || Iter Time:0.013478994369506836 || Total time:33.33317756652832 Iteration: 1908 || Clusters count: 14 || Log posterior: -3111.8405449044026 || Iter Time:0.017995119094848633 || Total time:33.35117268562317 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 14 || Log posterior: -3143.3833885764557 || Iter Time:0.014227867126464844 || Total time:33.365400552749634 Iteration: 1910 || Clusters count: 14 || Log posterior: -3099.7821621994094 || Iter Time:0.017441987991333008 || Total time:33.38284254074097 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 14 || Log posterior: -3157.411615560842 || Iter Time:0.01296687126159668 || Total time:33.39580941200256 Iteration: 1912 || Clusters count: 14 || Log posterior: -3125.4604842026865 || Iter Time:0.017596960067749023 || Total time:33.41340637207031 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 14 || Log posterior: -3175.0189765337927 || Iter Time:0.013226032257080078 || Total time:33.42663240432739 Iteration: 1914 || Clusters count: 14 || Log posterior: -3142.6821640549792 || Iter Time:0.017410993576049805 || Total time:33.44404339790344 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 14 || Log posterior: -3162.116125314191 || Iter Time:0.013092994689941406 || Total time:33.457136392593384 Iteration: 1916 || Clusters count: 14 || Log posterior: -3123.943861288427 || Iter Time:0.018584012985229492 || Total time:33.47572040557861 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 14 || Log posterior: -3165.1275958830615 || Iter Time:0.013509035110473633 || Total time:33.48922944068909 Iteration: 1918 || Clusters count: 14 || Log posterior: -3137.307698665858 || Iter Time:0.017611980438232422 || Total time:33.50684142112732 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 14 || Log posterior: -3183.614651706577 || Iter Time:0.013675928115844727 || Total time:33.520517349243164 Iteration: 1920 || Clusters count: 14 || Log posterior: -3146.070785462406 || Iter Time:0.01850295066833496 || Total time:33.5390202999115 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 14 || Log posterior: -3217.186733431252 || Iter Time:0.014150857925415039 || Total time:33.553171157836914 Iteration: 1922 || Clusters count: 14 || Log posterior: -3166.6678234268657 || Iter Time:0.01709604263305664 || Total time:33.57026720046997 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 14 || Log posterior: -3166.8749158131077 || Iter Time:0.013010025024414062 || Total time:33.583277225494385 Iteration: 1924 || Clusters count: 14 || Log posterior: -3123.37048775998 || Iter Time:0.018185138702392578 || Total time:33.60146236419678 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 14 || Log posterior: -3108.940401986711 || Iter Time:0.013795137405395508 || Total time:33.61525750160217 Iteration: 1926 || Clusters count: 14 || Log posterior: -3067.8685289005816 || Iter Time:0.03889608383178711 || Total time:33.65415358543396 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 14 || Log posterior: -3132.414430274417 || Iter Time:0.013475179672241211 || Total time:33.6676287651062 Iteration: 1928 || Clusters count: 14 || Log posterior: -3110.032815199926 || Iter Time:0.01754283905029297 || Total time:33.685171604156494 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 14 || Log posterior: -3184.334680082341 || Iter Time:0.01397085189819336 || Total time:33.69914245605469 Iteration: 1930 || Clusters count: 14 || Log posterior: -3131.613867786778 || Iter Time:0.018366098403930664 || Total time:33.71750855445862 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 14 || Log posterior: -3152.257286561099 || Iter Time:0.013293981552124023 || Total time:33.73080253601074 Iteration: 1932 || Clusters count: 14 || Log posterior: -3116.7110667629827 || Iter Time:0.016882896423339844 || Total time:33.74768543243408 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 14 || Log posterior: -3163.2826674624243 || Iter Time:0.013331890106201172 || Total time:33.76101732254028 Iteration: 1934 || Clusters count: 14 || Log posterior: -3133.3349893265563 || Iter Time:0.017381906509399414 || Total time:33.77839922904968 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 14 || Log posterior: -3171.5220449957114 || Iter Time:0.015094995498657227 || Total time:33.79349422454834 Iteration: 1936 || Clusters count: 14 || Log posterior: -3148.7602656371773 || Iter Time:0.019301891326904297 || Total time:33.812796115875244 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 14 || Log posterior: -3136.1649370123314 || Iter Time:0.01300811767578125 || Total time:33.825804233551025 Iteration: 1938 || Clusters count: 14 || Log posterior: -3122.102800451479 || Iter Time:0.01691889762878418 || Total time:33.84272313117981 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 14 || Log posterior: -3206.007949768004 || Iter Time:0.013087034225463867 || Total time:33.85581016540527 Iteration: 1940 || Clusters count: 14 || Log posterior: -3176.893218686501 || Iter Time:0.01673603057861328 || Total time:33.87254619598389 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 14 || Log posterior: -3221.047923998523 || Iter Time:0.016308069229125977 || Total time:33.88885426521301 Iteration: 1942 || Clusters count: 14 || Log posterior: -3180.9747783189077 || Iter Time:0.017997026443481445 || Total time:33.906851291656494 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 14 || Log posterior: -3199.5292552071287 || Iter Time:0.012970924377441406 || Total time:33.919822216033936 Iteration: 1944 || Clusters count: 14 || Log posterior: -3139.3274596395777 || Iter Time:0.01634812355041504 || Total time:33.93617033958435 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 14 || Log posterior: -3132.0340969801277 || Iter Time:0.013653993606567383 || Total time:33.94982433319092 Iteration: 1946 || Clusters count: 14 || Log posterior: -3099.9915790803875 || Iter Time:0.016731977462768555 || Total time:33.96655631065369 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 14 || Log posterior: -3166.706885682856 || Iter Time:0.011722087860107422 || Total time:33.978278398513794 Iteration: 1948 || Clusters count: 14 || Log posterior: -3110.6298091951926 || Iter Time:0.01680612564086914 || Total time:33.99508452415466 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 14 || Log posterior: -3083.265319430233 || Iter Time:0.012018918991088867 || Total time:34.00710344314575 Iteration: 1950 || Clusters count: 14 || Log posterior: -3053.292961445531 || Iter Time:0.016376972198486328 || Total time:34.02348041534424 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 14 || Log posterior: -3090.052638143318 || Iter Time:0.01285696029663086 || Total time:34.03633737564087 Iteration: 1952 || Clusters count: 14 || Log posterior: -3072.26831304626 || Iter Time:0.01596999168395996 || Total time:34.05230736732483 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 14 || Log posterior: -3164.5826505990813 || Iter Time:0.01240992546081543 || Total time:34.064717292785645 Iteration: 1954 || Clusters count: 14 || Log posterior: -3124.1122849555336 || Iter Time:0.01678609848022461 || Total time:34.08150339126587 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 14 || Log posterior: -3184.5158162494054 || Iter Time:0.012269973754882812 || Total time:34.09377336502075 Iteration: 1956 || Clusters count: 14 || Log posterior: -3137.5854390094537 || Iter Time:0.016839981079101562 || Total time:34.11061334609985 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 14 || Log posterior: -3146.957347122803 || Iter Time:0.013113975524902344 || Total time:34.123727321624756 Iteration: 1958 || Clusters count: 14 || Log posterior: -3106.7005130844914 || Iter Time:0.03961491584777832 || Total time:34.163342237472534 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 14 || Log posterior: -3134.677961942997 || Iter Time:0.012197017669677734 || Total time:34.17553925514221 Iteration: 1960 || Clusters count: 14 || Log posterior: -3116.4793130091134 || Iter Time:0.017369985580444336 || Total time:34.192909240722656 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 14 || Log posterior: -3157.8848524695054 || Iter Time:0.012724161148071289 || Total time:34.20563340187073 Iteration: 1962 || Clusters count: 14 || Log posterior: -3137.9821427665647 || Iter Time:0.01645803451538086 || Total time:34.22209143638611 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 14 || Log posterior: -3225.104843484467 || Iter Time:0.01338815689086914 || Total time:34.23547959327698 Iteration: 1964 || Clusters count: 14 || Log posterior: -3173.8042742424104 || Iter Time:0.01718306541442871 || Total time:34.252662658691406 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 14 || Log posterior: -3160.98001285076 || Iter Time:0.013728141784667969 || Total time:34.266390800476074 Iteration: 1966 || Clusters count: 14 || Log posterior: -3142.8345200680296 || Iter Time:0.018141984939575195 || Total time:34.28453278541565 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 14 || Log posterior: -3148.77124968047 || Iter Time:0.01320505142211914 || Total time:34.29773783683777 Iteration: 1968 || Clusters count: 14 || Log posterior: -3121.874226940122 || Iter Time:0.01802206039428711 || Total time:34.315759897232056 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 14 || Log posterior: -3102.9562179389377 || Iter Time:0.013203859329223633 || Total time:34.32896375656128 Iteration: 1970 || Clusters count: 14 || Log posterior: -3070.2596094768014 || Iter Time:0.017482995986938477 || Total time:34.34644675254822 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 14 || Log posterior: -3117.6165513728683 || Iter Time:0.012753009796142578 || Total time:34.35919976234436 Iteration: 1972 || Clusters count: 14 || Log posterior: -3071.0074563355156 || Iter Time:0.01750802993774414 || Total time:34.376707792282104 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 14 || Log posterior: -3150.908001159256 || Iter Time:0.013374090194702148 || Total time:34.39008188247681 Iteration: 1974 || Clusters count: 14 || Log posterior: -3118.4792590874654 || Iter Time:0.017386913299560547 || Total time:34.40746879577637 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 14 || Log posterior: -3175.633760365162 || Iter Time:0.013262033462524414 || Total time:34.42073082923889 Iteration: 1976 || Clusters count: 14 || Log posterior: -3159.4987112332565 || Iter Time:0.01668405532836914 || Total time:34.43741488456726 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 14 || Log posterior: -3168.5455779459207 || Iter Time:0.012185096740722656 || Total time:34.44959998130798 Iteration: 1978 || Clusters count: 14 || Log posterior: -3144.327734411825 || Iter Time:0.016412019729614258 || Total time:34.4660120010376 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 14 || Log posterior: -3096.3280730100514 || Iter Time:0.012402057647705078 || Total time:34.4784140586853 Iteration: 1980 || Clusters count: 14 || Log posterior: -3072.7679721504824 || Iter Time:0.01647019386291504 || Total time:34.49488425254822 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 14 || Log posterior: -3139.261136395943 || Iter Time:0.012041091918945312 || Total time:34.50692534446716 Iteration: 1982 || Clusters count: 14 || Log posterior: -3100.8003662445662 || Iter Time:0.015900135040283203 || Total time:34.522825479507446 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 14 || Log posterior: -3183.0474059503435 || Iter Time:0.012024164199829102 || Total time:34.534849643707275 Iteration: 1984 || Clusters count: 14 || Log posterior: -3153.0300686316127 || Iter Time:0.01613593101501465 || Total time:34.55098557472229 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 14 || Log posterior: -3223.9972264613975 || Iter Time:0.013237953186035156 || Total time:34.564223527908325 Iteration: 1986 || Clusters count: 14 || Log posterior: -3175.1649917809 || Iter Time:0.017915010452270508 || Total time:34.582138538360596 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 14 || Log posterior: -3170.227924430112 || Iter Time:0.012590885162353516 || Total time:34.59472942352295 Iteration: 1988 || Clusters count: 14 || Log posterior: -3139.2577194981145 || Iter Time:0.017429113388061523 || Total time:34.61215853691101 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 14 || Log posterior: -3105.1136259569635 || Iter Time:0.014091014862060547 || Total time:34.62624955177307 Iteration: 1990 || Clusters count: 14 || Log posterior: -3083.466507749307 || Iter Time:0.01777791976928711 || Total time:34.64402747154236 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 14 || Log posterior: -3135.5956339480213 || Iter Time:0.03753399848937988 || Total time:34.68156147003174 Iteration: 1992 || Clusters count: 14 || Log posterior: -3104.4085874695925 || Iter Time:0.017858028411865234 || Total time:34.6994194984436 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 14 || Log posterior: -3155.8223278118644 || Iter Time:0.013530969619750977 || Total time:34.712950468063354 Iteration: 1994 || Clusters count: 14 || Log posterior: -3117.677726082757 || Iter Time:0.01775383949279785 || Total time:34.73070430755615 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 14 || Log posterior: -3191.314514326598 || Iter Time:0.013441085815429688 || Total time:34.74414539337158 Iteration: 1996 || Clusters count: 14 || Log posterior: -3147.090139964574 || Iter Time:0.017436981201171875 || Total time:34.761582374572754 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 14 || Log posterior: -3235.049791132173 || Iter Time:0.013303041458129883 || Total time:34.774885416030884 Iteration: 1998 || Clusters count: 14 || Log posterior: -3160.861368134247 || Iter Time:0.018291950225830078 || Total time:34.793177366256714 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 14 || Log posterior: -3134.263586211914 || Iter Time:0.013453006744384766 || Total time:34.8066303730011 Iteration: 2000 || Clusters count: 14 || Log posterior: -3107.132234776584 || Iter Time:0.018088102340698242 || Total time:34.8247184753418 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 14 || Log posterior: -3081.395008084805 || Iter Time:0.013196945190429688 || Total time:34.83791542053223 Iteration: 2002 || Clusters count: 14 || Log posterior: -3037.560808661033 || Iter Time:0.017158031463623047 || Total time:34.85507345199585 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 14 || Log posterior: -3068.8131292462263 || Iter Time:0.013708829879760742 || Total time:34.86878228187561 Iteration: 2004 || Clusters count: 14 || Log posterior: -3056.29127978698 || Iter Time:0.01694321632385254 || Total time:34.88572549819946 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 14 || Log posterior: -3132.721726538146 || Iter Time:0.013082027435302734 || Total time:34.898807525634766 Iteration: 2006 || Clusters count: 14 || Log posterior: -3094.9216189310528 || Iter Time:0.019107818603515625 || Total time:34.91791534423828 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 14 || Log posterior: -3163.0654782590236 || Iter Time:0.014508962631225586 || Total time:34.93242430686951 Iteration: 2008 || Clusters count: 14 || Log posterior: -3129.2185593056406 || Iter Time:0.017379045486450195 || Total time:34.94980335235596 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 14 || Log posterior: -3192.4574707822294 || Iter Time:0.013434171676635742 || Total time:34.96323752403259 Iteration: 2010 || Clusters count: 14 || Log posterior: -3165.7952385283043 || Iter Time:0.01995706558227539 || Total time:34.98319458961487 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 14 || Log posterior: -3143.5872171244177 || Iter Time:0.016535043716430664 || Total time:34.9997296333313 Iteration: 2012 || Clusters count: 14 || Log posterior: -3126.515540408654 || Iter Time:0.01857900619506836 || Total time:35.01830863952637 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 15 || Log posterior: -3144.973471872067 || Iter Time:0.013401985168457031 || Total time:35.031710624694824 Iteration: 2014 || Clusters count: 14 || Log posterior: -3116.025250338365 || Iter Time:0.017810821533203125 || Total time:35.04952144622803 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 14 || Log posterior: -3196.3327638433907 || Iter Time:0.013208866119384766 || Total time:35.06273031234741 Iteration: 2016 || Clusters count: 14 || Log posterior: -3172.039440921157 || Iter Time:0.016631126403808594 || Total time:35.07936143875122 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 14 || Log posterior: -3136.653309711272 || Iter Time:0.013067007064819336 || Total time:35.09242844581604 Iteration: 2018 || Clusters count: 14 || Log posterior: -3124.1400557628945 || Iter Time:0.0170438289642334 || Total time:35.10947227478027 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 14 || Log posterior: -3134.4362561625394 || Iter Time:0.012686967849731445 || Total time:35.122159242630005 Iteration: 2020 || Clusters count: 14 || Log posterior: -3108.5431694283984 || Iter Time:0.01652979850769043 || Total time:35.138689041137695 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 14 || Log posterior: -3148.232260515432 || Iter Time:0.012604951858520508 || Total time:35.151293992996216 Iteration: 2022 || Clusters count: 14 || Log posterior: -3111.5748014493442 || Iter Time:0.01789402961730957 || Total time:35.169188022613525 Loading and distributing data: 0.000175 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 14 || Log posterior: -3151.934662329229 || Iter Time:0.01593780517578125 || Total time:35.18512582778931 Iteration: 2024 || Clusters count: 14 || Log posterior: -3118.2010587845384 || Iter Time:0.04985809326171875 || Total time:35.234983921051025 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 14 || Log posterior: -3131.2481159232443 || Iter Time:0.014601945877075195 || Total time:35.2495858669281 Iteration: 2026 || Clusters count: 14 || Log posterior: -3098.4588271531375 || Iter Time:0.017637014389038086 || Total time:35.26722288131714 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 14 || Log posterior: -3105.406259305257 || Iter Time:0.013911008834838867 || Total time:35.28113389015198 Iteration: 2028 || Clusters count: 14 || Log posterior: -3088.7456470967254 || Iter Time:0.01774907112121582 || Total time:35.29888296127319 Avg NMI: 0.8919045017355356 Full NMI: 0.867905797612739 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m25.3s Testing DPMMSubClustersStreaming tests passed Testing completed after 196.45s PkgEval succeeded after 384.82s