Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.2033 (8c59e8e9f1*) started at 2026-04-14T18:47:35.200 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 14.07s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.14/Manifest.toml` [1520ce14] + AbstractTrees v0.4.5 [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.1 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.9 [31c24e10] + Distributions v0.25.124 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.18.0 [1a297f60] + FillArrays v1.16.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 ⌅ [ec8451be] + KernelFunctions v0.10.67 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.27 [bac558e1] + OrderedCollections v1.8.1 ⌃ [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.2 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.4.0 [1fd47b50] + QuadGK v2.11.3 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.18 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.2 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.13.0 [b27032c2] + LibCURL v1.0.0 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.14.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.19.0+0 [e37daf67] + LibGit2_jll v1.9.2+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2026.3.19 [4536629a] + OpenBLAS_jll v0.3.30+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.6+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.2+0 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.68.1+0 [3f19e933] + p7zip_jll v17.8.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 6.13s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling project... 5.4 s ✓ Clustering 11.0 s ✓ KernelFunctions 10.9 s ✓ DPMMSubClustersStreaming 3 dependencies successfully precompiled in 30 seconds. 101 already precompiled. Precompilation completed after 55.9s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_Legwn7/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.124 ⌅ [ec8451be] KernelFunctions v0.10.67 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_Legwn7/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.1 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.124 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.18.0 [1a297f60] FillArrays v1.16.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 ⌅ [ec8451be] KernelFunctions v0.10.67 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.27 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.2 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.4.0 [1fd47b50] QuadGK v2.11.3 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.18 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.2 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.13.0 [b27032c2] LibCURL v1.0.0 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.14.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.19.0+0 [e37daf67] LibGit2_jll v1.9.2+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2026.3.19 [4536629a] OpenBLAS_jll v0.3.30+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.6+0 [efcefdf7] PCRE2_jll v10.47.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.2+0 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.68.1+0 [3f19e933] p7zip_jll v17.8.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Loading and distributing data: 3.792400 seconds (971.43 k allocations: 60.948 MiB, 99.88% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233075.13173629093 || Iter Time:20.19342303276062 || Total time:20.19342303276062 Iteration: 1 || Clusters count: 1 || Log posterior: -233075.13173629093 || Iter Time:0.005906820297241211 || Total time:20.19932985305786 Iteration: 2 || Clusters count: 1 || Log posterior: -233075.13173629093 || Iter Time:0.005890846252441406 || Total time:20.205220699310303 Iteration: 3 || Clusters count: 1 || Log posterior: -233075.13173629093 || Iter Time:0.0059909820556640625 || Total time:20.211211681365967 Iteration: 4 || Clusters count: 1 || Log posterior: -233075.13173629093 || Iter Time:0.005663156509399414 || Total time:20.216874837875366 Iteration: 5 || Clusters count: 1 || Log posterior: -233075.13173629093 || Iter Time:0.0189361572265625 || Total time:20.23581099510193 Iteration: 6 || Clusters count: 1 || Log posterior: -233075.13173629093 || Iter Time:0.0063419342041015625 || Total time:20.24215292930603 Iteration: 7 || Clusters count: 1 || Log posterior: -233075.13173629093 || Iter Time:0.005972862243652344 || Total time:20.248125791549683 Iteration: 8 || Clusters count: 1 || Log posterior: -233075.13173629093 || Iter Time:0.006078958511352539 || Total time:20.254204750061035 Iteration: 9 || Clusters count: 1 || Log posterior: -233075.13173629093 || Iter Time:0.006009817123413086 || Total time:20.26021456718445 Iteration: 10 || Clusters count: 1 || Log posterior: -233075.13173629093 || Iter Time:0.006428956985473633 || Total time:20.266643524169922 Iteration: 11 || Clusters count: 1 || Log posterior: -233075.13173629093 || Iter Time:0.006268978118896484 || Total time:20.27291250228882 Iteration: 12 || Clusters count: 1 || Log posterior: -233075.13173629093 || Iter Time:0.006093025207519531 || Total time:20.279005527496338 Iteration: 13 || Clusters count: 2 || Log posterior: -232577.3784945223 || Iter Time:4.541763067245483 || Total time:24.82076859474182 Iteration: 14 || Clusters count: 2 || Log posterior: -232530.79601353972 || Iter Time:0.006884098052978516 || Total time:24.8276526927948 Iteration: 15 || Clusters count: 2 || Log posterior: -232533.9996363717 || Iter Time:0.006124973297119141 || Total time:24.83377766609192 Iteration: 16 || Clusters count: 2 || Log posterior: -232524.79000977098 || Iter Time:0.006273984909057617 || Total time:24.840051651000977 Iteration: 17 || Clusters count: 2 || Log posterior: -232489.8459982249 || Iter Time:0.006371974945068359 || Total time:24.846423625946045 Iteration: 18 || Clusters count: 2 || Log posterior: -232494.70881807077 || Iter Time:0.006276845932006836 || Total time:24.85270047187805 Iteration: 19 || Clusters count: 2 || Log posterior: -232497.02076790735 || Iter Time:0.0063512325286865234 || Total time:24.85905170440674 Iteration: 20 || Clusters count: 2 || Log posterior: -232425.3782346341 || Iter Time:1.5728759765625 || Total time:26.43192768096924 Loading and distributing data: 0.001273 seconds (141 allocations: 396.023 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232638.839416414 || Iter Time:0.03697609901428223 || Total time:26.46890377998352 Iteration: 22 || Clusters count: 2 || Log posterior: -232594.23620559022 || Iter Time:0.006307125091552734 || Total time:26.475210905075073 Iteration: 23 || Clusters count: 2 || Log posterior: -232549.1157686826 || Iter Time:0.006276130676269531 || Total time:26.481487035751343 Iteration: 24 || Clusters count: 2 || Log posterior: -232539.76956420625 || Iter Time:0.006143093109130859 || Total time:26.487630128860474 Iteration: 25 || Clusters count: 2 || Log posterior: -232514.31800738192 || Iter Time:0.006075859069824219 || Total time:26.493705987930298 Iteration: 26 || Clusters count: 2 || Log posterior: -232519.35380581144 || Iter Time:0.006234884262084961 || Total time:26.499940872192383 Iteration: 27 || Clusters count: 2 || Log posterior: -232499.40349914622 || Iter Time:0.006041049957275391 || Total time:26.505981922149658 Iteration: 28 || Clusters count: 3 || Log posterior: -232026.83581982882 || Iter Time:0.008098840713500977 || Total time:26.51408076286316 Iteration: 29 || Clusters count: 3 || Log posterior: -231950.11480343173 || Iter Time:0.0066220760345458984 || Total time:26.520702838897705 Iteration: 30 || Clusters count: 3 || Log posterior: -231940.44751400768 || Iter Time:0.006649017333984375 || Total time:26.52735185623169 Iteration: 31 || Clusters count: 3 || Log posterior: -231933.68285368048 || Iter Time:0.006654024124145508 || Total time:26.534005880355835 Iteration: 32 || Clusters count: 3 || Log posterior: -231928.63711136303 || Iter Time:0.006604909896850586 || Total time:26.540610790252686 Iteration: 33 || Clusters count: 3 || Log posterior: -231941.90041349182 || Iter Time:0.006674051284790039 || Total time:26.547284841537476 Iteration: 34 || Clusters count: 3 || Log posterior: -231937.35744474182 || Iter Time:0.007522106170654297 || Total time:26.55480694770813 Iteration: 35 || Clusters count: 4 || Log posterior: -231534.3457168267 || Iter Time:0.011046886444091797 || Total time:26.56585383415222 Iteration: 36 || Clusters count: 4 || Log posterior: -231562.46005946488 || Iter Time:0.00824880599975586 || Total time:26.574102640151978 Iteration: 37 || Clusters count: 4 || Log posterior: -231530.8552354772 || Iter Time:0.008080005645751953 || Total time:26.58218264579773 Iteration: 38 || Clusters count: 4 || Log posterior: -231545.22510540672 || Iter Time:0.007889032363891602 || Total time:26.59007167816162 Iteration: 39 || Clusters count: 4 || Log posterior: -231520.1112462455 || Iter Time:0.007981061935424805 || Total time:26.598052740097046 Iteration: 40 || Clusters count: 4 || Log posterior: -231562.1984287406 || Iter Time:0.008442878723144531 || Total time:26.60649561882019 Iteration: 41 || Clusters count: 4 || Log posterior: -231459.5703024263 || Iter Time:0.00801706314086914 || Total time:26.61451268196106 Loading and distributing data: 0.000845 seconds (141 allocations: 396.023 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261471.9945826632 || Iter Time:0.007289886474609375 || Total time:26.62180256843567 Iteration: 43 || Clusters count: 4 || Log posterior: -261437.98504175068 || Iter Time:0.08789300918579102 || Total time:26.70969557762146 Iteration: 44 || Clusters count: 4 || Log posterior: -261429.03077200448 || Iter Time:0.00690007209777832 || Total time:26.71659564971924 Iteration: 45 || Clusters count: 4 || Log posterior: -261426.39312493042 || Iter Time:0.006926059722900391 || Total time:26.72352170944214 Iteration: 46 || Clusters count: 4 || Log posterior: -261408.5863335002 || Iter Time:0.007207155227661133 || Total time:26.7307288646698 Iteration: 47 || Clusters count: 4 || Log posterior: -261425.35298876156 || Iter Time:0.006623983383178711 || Total time:26.73735284805298 Iteration: 48 || Clusters count: 4 || Log posterior: -261406.13403814114 || Iter Time:0.0065860748291015625 || Total time:26.74393892288208 Iteration: 49 || Clusters count: 4 || Log posterior: -261406.42180503637 || Iter Time:0.00680088996887207 || Total time:26.750739812850952 Iteration: 50 || Clusters count: 4 || Log posterior: -261417.26122270964 || Iter Time:0.006876945495605469 || Total time:26.757616758346558 Iteration: 51 || Clusters count: 4 || Log posterior: -261425.86683084138 || Iter Time:0.006840944290161133 || Total time:26.76445770263672 Iteration: 52 || Clusters count: 4 || Log posterior: -261413.68080794447 || Iter Time:0.006981849670410156 || Total time:26.77143955230713 Iteration: 53 || Clusters count: 4 || Log posterior: -261399.83760235488 || Iter Time:0.007018089294433594 || Total time:26.778457641601562 Iteration: 54 || Clusters count: 4 || Log posterior: -261415.9313548442 || Iter Time:0.0070722103118896484 || Total time:26.785529851913452 Iteration: 55 || Clusters count: 5 || Log posterior: -260969.20310275015 || Iter Time:0.008716106414794922 || Total time:26.794245958328247 Iteration: 56 || Clusters count: 5 || Log posterior: -260860.09105878582 || Iter Time:0.007375955581665039 || Total time:26.801621913909912 Iteration: 57 || Clusters count: 6 || Log posterior: -260524.0896264921 || Iter Time:0.008760213851928711 || Total time:26.81038212776184 Iteration: 58 || Clusters count: 7 || Log posterior: -259868.55231405355 || Iter Time:0.008586883544921875 || Total time:26.818969011306763 Iteration: 59 || Clusters count: 7 || Log posterior: -259825.11954750118 || Iter Time:0.00804591178894043 || Total time:26.827014923095703 Iteration: 60 || Clusters count: 7 || Log posterior: -259829.20028937518 || Iter Time:0.008008956909179688 || Total time:26.835023880004883 Iteration: 61 || Clusters count: 7 || Log posterior: -259842.45749058897 || Iter Time:0.008090019226074219 || Total time:26.843113899230957 Iteration: 62 || Clusters count: 7 || Log posterior: -259772.83896292697 || Iter Time:0.007811069488525391 || Total time:26.850924968719482 Loading and distributing data: 0.000823 seconds (141 allocations: 396.023 KiB) Iteration: 63 || Clusters count: 7 || Log posterior: -259868.01710248666 || Iter Time:0.008527994155883789 || Total time:26.859452962875366 Iteration: 64 || Clusters count: 7 || Log posterior: -259769.3853238636 || Iter Time:0.00818014144897461 || Total time:26.86763310432434 Iteration: 65 || Clusters count: 7 || Log posterior: -259791.31799187016 || Iter Time:0.008989095687866211 || Total time:26.876622200012207 Iteration: 66 || Clusters count: 7 || Log posterior: -259757.72650504005 || Iter Time:0.009608983993530273 || Total time:26.886231184005737 Iteration: 67 || Clusters count: 7 || Log posterior: -259749.96620374656 || Iter Time:0.00953984260559082 || Total time:26.895771026611328 Iteration: 68 || Clusters count: 7 || Log posterior: -259728.15663544048 || Iter Time:0.00962686538696289 || Total time:26.90539789199829 Iteration: 69 || Clusters count: 7 || Log posterior: -259731.9081160166 || Iter Time:0.009668111801147461 || Total time:26.91506600379944 Iteration: 70 || Clusters count: 9 || Log posterior: -258950.08753608473 || Iter Time:0.03551912307739258 || Total time:26.95058512687683 Iteration: 71 || Clusters count: 9 || Log posterior: -258852.06266043478 || Iter Time:0.008806228637695312 || Total time:26.959391355514526 Iteration: 72 || Clusters count: 10 || Log posterior: -258351.937604265 || Iter Time:0.01028299331665039 || Total time:26.969674348831177 Iteration: 73 || Clusters count: 11 || Log posterior: -257824.73632077372 || Iter Time:0.7759151458740234 || Total time:27.7455894947052 Iteration: 74 || Clusters count: 11 || Log posterior: -257723.73209064553 || Iter Time:0.023331880569458008 || Total time:27.768921375274658 Iteration: 75 || Clusters count: 11 || Log posterior: -257723.9340313656 || Iter Time:0.009886980056762695 || Total time:27.77880835533142 Iteration: 76 || Clusters count: 11 || Log posterior: -257720.7881403476 || Iter Time:0.009872913360595703 || Total time:27.788681268692017 Iteration: 77 || Clusters count: 11 || Log posterior: -257722.24729852792 || Iter Time:0.010087013244628906 || Total time:27.798768281936646 Iteration: 78 || Clusters count: 11 || Log posterior: -257710.36392401255 || Iter Time:0.010192155838012695 || Total time:27.808960437774658 Iteration: 79 || Clusters count: 11 || Log posterior: -257711.65520795272 || Iter Time:0.014156103134155273 || Total time:27.823116540908813 Iteration: 80 || Clusters count: 11 || Log posterior: -257710.2088620299 || Iter Time:0.014085054397583008 || Total time:27.837201595306396 Iteration: 81 || Clusters count: 11 || Log posterior: -257720.99213761927 || Iter Time:0.010293006896972656 || Total time:27.84749460220337 Iteration: 82 || Clusters count: 12 || Log posterior: -257183.67005882453 || Iter Time:0.011027097702026367 || Total time:27.858521699905396 Iteration: 83 || Clusters count: 12 || Log posterior: -257151.18147659706 || Iter Time:0.009170770645141602 || Total time:27.867692470550537 Loading and distributing data: 0.000784 seconds (141 allocations: 396.023 KiB) Iteration: 84 || Clusters count: 12 || Log posterior: -257457.22401441453 || Iter Time:0.010438919067382812 || Total time:27.87813138961792 Iteration: 85 || Clusters count: 15 || Log posterior: -255976.96472672443 || Iter Time:0.02864384651184082 || Total time:27.90677523612976 Iteration: 86 || Clusters count: 15 || Log posterior: -255867.7767869315 || Iter Time:0.011713027954101562 || Total time:27.918488264083862 Iteration: 87 || Clusters count: 16 || Log posterior: -255417.1089326995 || Iter Time:0.012953996658325195 || Total time:27.931442260742188 Iteration: 88 || Clusters count: 17 || Log posterior: -255046.04993077228 || Iter Time:0.013989925384521484 || Total time:27.94543218612671 Iteration: 89 || Clusters count: 17 || Log posterior: -255042.46007019054 || Iter Time:0.012619972229003906 || Total 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time:28.18137001991272 Iteration: 104 || Clusters count: 18 || Log posterior: -254655.88650978703 || Iter Time:0.018982887268066406 || Total time:28.200352907180786 Loading and distributing data: 0.000828 seconds (141 allocations: 396.023 KiB) Iteration: 105 || Clusters count: 19 || Log posterior: -254005.82489774437 || Iter Time:0.02119588851928711 || Total time:28.221548795700073 Iteration: 106 || Clusters count: 19 || Log posterior: -253890.77029056882 || Iter Time:0.020004987716674805 || Total time:28.241553783416748 Iteration: 107 || Clusters count: 19 || Log posterior: -253883.9494330765 || Iter Time:0.026082992553710938 || Total time:28.26763677597046 Iteration: 108 || Clusters count: 19 || Log posterior: -253878.73737583304 || Iter Time:0.02017498016357422 || Total time:28.287811756134033 Iteration: 109 || Clusters count: 19 || Log posterior: -253879.4716197429 || Iter Time:0.020229101181030273 || Total time:28.308040857315063 Iteration: 110 || Clusters count: 19 || Log 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-253494.81133311937 || Iter Time:0.02155280113220215 || Total time:28.49512004852295 Iteration: 118 || Clusters count: 20 || Log posterior: -253487.59464199693 || Iter Time:0.021815061569213867 || Total time:28.516935110092163 Iteration: 119 || Clusters count: 20 || Log posterior: -253494.69543131074 || Iter Time:0.026757001876831055 || Total time:28.543692111968994 Iteration: 120 || Clusters count: 20 || Log posterior: -253488.26401482162 || Iter Time:0.022864103317260742 || Total time:28.566556215286255 Iteration: 121 || Clusters count: 20 || Log posterior: -253486.68347707612 || Iter Time:0.024165868759155273 || Total time:28.59072208404541 Iteration: 122 || Clusters count: 20 || Log posterior: -253495.27690614312 || Iter Time:0.02523493766784668 || Total time:28.615957021713257 Iteration: 123 || Clusters count: 20 || Log posterior: -253486.68347707612 || Iter Time:0.02816295623779297 || Total time:28.64411997795105 Iteration: 124 || Clusters count: 20 || Log posterior: -253486.68347707612 || Iter Time:0.0245668888092041 || Total time:28.668686866760254 Iteration: 125 || Clusters count: 20 || Log posterior: -253486.68347707612 || Iter Time:0.022303104400634766 || Total time:28.69098997116089 Loading and distributing data: 0.000790 seconds (141 allocations: 396.023 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -253330.882618713 || Iter Time:0.028645038604736328 || Total time:28.719635009765625 Iteration: 127 || Clusters count: 20 || Log posterior: -253325.74373308738 || Iter Time:0.0243990421295166 || Total time:28.74403405189514 Iteration: 128 || Clusters count: 20 || Log posterior: -253325.74373308738 || Iter Time:0.024775028228759766 || Total time:28.7688090801239 Iteration: 129 || Clusters count: 20 || Log posterior: -253325.74373308738 || Iter Time:0.025303125381469727 || Total time:28.79411220550537 Iteration: 130 || Clusters count: 20 || Log posterior: -253325.74373308738 || Iter Time:0.03061699867248535 || Total 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Iteration: 172 || Clusters count: 20 || Log posterior: -253843.13709138148 || Iter Time:0.022972822189331055 || Total time:29.966797828674316 Iteration: 173 || Clusters count: 20 || Log posterior: -253841.03253486304 || Iter Time:0.023097991943359375 || Total time:29.989895820617676 Iteration: 174 || Clusters count: 20 || Log posterior: -253836.9043381439 || Iter Time:0.0279848575592041 || Total time:30.01788067817688 Iteration: 175 || Clusters count: 20 || Log posterior: -253839.6289437003 || Iter Time:0.022795915603637695 || Total time:30.040676593780518 Iteration: 176 || Clusters count: 20 || Log posterior: -253843.73390572873 || Iter Time:0.02320098876953125 || Total time:30.06387758255005 Iteration: 177 || Clusters count: 20 || Log posterior: -253836.77323999678 || Iter Time:0.02735304832458496 || Total time:30.091230630874634 Iteration: 178 || Clusters count: 20 || Log posterior: -253838.04989530632 || Iter Time:0.02368307113647461 || Total time:30.11491370201111 Iteration: 179 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count: 20 || Log posterior: -253838.16340820477 || Iter Time:0.026629924774169922 || Total time:30.314680814743042 Iteration: 187 || Clusters count: 20 || Log posterior: -253838.16340820477 || Iter Time:0.02654886245727539 || Total time:30.341229677200317 Iteration: 188 || Clusters count: 20 || Log posterior: -253838.16340820477 || Iter Time:0.02837085723876953 || Total time:30.369600534439087 Loading and distributing data: 0.000745 seconds (141 allocations: 396.023 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -253622.8725309055 || Iter Time:0.02493596076965332 || Total time:30.39453649520874 Iteration: 190 || Clusters count: 20 || Log posterior: -253621.0027026076 || Iter Time:0.02227497100830078 || Total time:30.41681146621704 Iteration: 191 || Clusters count: 20 || Log posterior: -253621.0027026076 || Iter Time:0.027620792388916016 || Total time:30.444432258605957 Iteration: 192 || Clusters count: 20 || Log posterior: -253621.0027026076 || Iter Time:0.0245208740234375 || Total time:30.468953132629395 Iteration: 193 || Clusters count: 20 || Log posterior: -253627.70122691517 || Iter Time:0.029200077056884766 || Total time:30.49815320968628 Iteration: 194 || Clusters count: 20 || Log posterior: -253621.5921878527 || Iter Time:0.027153968811035156 || Total time:30.525307178497314 Iteration: 195 || Clusters count: 20 || Log posterior: -253618.44357610686 || Iter Time:0.029382944107055664 || Total time:30.55469012260437 Iteration: 196 || Clusters count: 20 || Log posterior: -253623.75310932638 || Iter Time:0.03525400161743164 || Total time:30.5899441242218 Iteration: 197 || Clusters count: 20 || Log posterior: -253620.69632312222 || Iter Time:0.02526402473449707 || Total time:30.6152081489563 Iteration: 198 || Clusters count: 20 || Log posterior: -253621.7629978583 || Iter Time:0.03168797492980957 || Total time:30.64689612388611 Iteration: 199 || Clusters count: 20 || Log posterior: -253615.28969577103 || Iter Time:0.024688005447387695 || Total time:30.671584129333496 Iteration: 200 || Clusters count: 20 || Log posterior: -253622.86580690436 || Iter Time:0.02538299560546875 || Total time:30.696967124938965 Iteration: 201 || Clusters count: 20 || Log posterior: -253616.4690504175 || Iter Time:0.025601863861083984 || Total time:30.72256898880005 Iteration: 202 || Clusters count: 20 || Log posterior: -253622.8691139466 || Iter Time:0.028820037841796875 || Total time:30.751389026641846 Iteration: 203 || Clusters count: 20 || Log posterior: -253616.09319178565 || Iter Time:0.02467799186706543 || Total time:30.77606701850891 Iteration: 204 || Clusters count: 20 || Log posterior: -253616.09319178565 || Iter Time:0.025295019149780273 || Total time:30.80136203765869 Iteration: 205 || Clusters count: 20 || Log posterior: -253621.50245790367 || Iter Time:0.029571056365966797 || Total time:30.830933094024658 Iteration: 206 || Clusters count: 20 || Log posterior: -253625.63876483619 || Iter Time:0.026036977767944336 || Total time:30.856970071792603 Iteration: 207 || Clusters count: 20 || Log posterior: -253621.47605183246 || Iter Time:0.026486873626708984 || Total time:30.88345694541931 Iteration: 208 || Clusters count: 20 || Log posterior: -253617.02898532854 || Iter Time:0.026861190795898438 || Total time:30.91031813621521 Iteration: 209 || Clusters count: 20 || Log posterior: -253617.02898532854 || Iter Time:0.02895498275756836 || Total time:30.93927311897278 NMI: 0.8118363660443413 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m32.3s [6250, 30852, 60526, 11984, 4098, 66438, 235000, 6471, 45121, 138563, 10563, 135681, 38101, 39996, 48610, 26167, 1211, 64554, 1540, 28274] Loading and distributing data: 0.000295 seconds (141 allocations: 13.211 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7098.2408668640655 || Iter Time:4.111814975738525 || Total time:4.111814975738525 Iteration: 1 || Clusters count: 1 || Log posterior: -7098.2408668640655 || Iter Time:0.002151966094970703 || Total time:4.113966941833496 Iteration: 2 || Clusters count: 1 || Log posterior: -7098.2408668640655 || Iter Time:0.0015249252319335938 || Total time:4.11549186706543 Iteration: 3 || Clusters count: 1 || Log posterior: -7098.2408668640655 || Iter Time:0.0013899803161621094 || Total time:4.116881847381592 Iteration: 4 || Clusters count: 1 || Log posterior: -7098.2408668640655 || Iter Time:0.001374959945678711 || Total time:4.1182568073272705 Iteration: 5 || Clusters count: 1 || Log posterior: -7098.2408668640655 || Iter Time:0.001322031021118164 || Total time:4.119578838348389 Iteration: 6 || Clusters count: 1 || Log posterior: -7098.2408668640655 || Iter Time:0.0013270378112792969 || Total time:4.120905876159668 Iteration: 7 || Clusters count: 1 || Log posterior: -7098.2408668640655 || Iter Time:0.00131988525390625 || Total time:4.122225761413574 Iteration: 8 || Clusters count: 2 || Log posterior: -6632.3575912793385 || Iter Time:0.16339993476867676 || Total time:4.285625696182251 Iteration: 9 || Clusters count: 2 || Log posterior: -6620.912345903107 || Iter Time:0.002234935760498047 || Total time:4.287860631942749 Iteration: 10 || Clusters count: 2 || Log posterior: -6633.646554357452 || Iter Time:0.0021369457244873047 || Total time:4.289997577667236 Iteration: 11 || Clusters count: 2 || Log posterior: -6639.2948715003195 || Iter Time:0.0022039413452148438 || Total time:4.292201519012451 Iteration: 12 || Clusters count: 2 || Log posterior: -6625.360328322743 || Iter Time:0.002215862274169922 || Total time:4.294417381286621 Iteration: 13 || Clusters count: 2 || Log posterior: -6627.7155173235315 || Iter Time:0.0022430419921875 || Total time:4.296660423278809 Iteration: 14 || Clusters count: 2 || Log posterior: -6621.629502949995 || Iter Time:0.002218961715698242 || Total time:4.298879384994507 Iteration: 15 || Clusters count: 2 || Log posterior: -6623.532379124131 || Iter Time:0.0022230148315429688 || Total time:4.30110239982605 Iteration: 16 || Clusters count: 2 || Log posterior: -6625.0650707274835 || Iter Time:0.002148866653442383 || Total time:4.303251266479492 Iteration: 17 || Clusters count: 2 || Log posterior: -6635.8040115656595 || Iter Time:0.0020971298217773438 || Total time:4.3053483963012695 Iteration: 18 || Clusters count: 3 || Log posterior: -6350.159685997925 || Iter Time:0.004336833953857422 || Total time:4.309685230255127 Iteration: 19 || Clusters count: 4 || Log posterior: -6064.573934815453 || Iter Time:0.0043909549713134766 || Total time:4.31407618522644 Iteration: 20 || Clusters count: 4 || Log posterior: -6072.04581097029 || Iter Time:0.0027551651000976562 || Total time:4.316831350326538 Iteration: 21 || Clusters count: 4 || Log posterior: -6062.3975123484215 || Iter Time:0.002629995346069336 || Total time:4.319461345672607 Iteration: 22 || Clusters count: 4 || Log posterior: -6050.488691017442 || Iter Time:0.0027740001678466797 || Total time:4.322235345840454 Iteration: 23 || Clusters count: 4 || Log posterior: -6053.482347787527 || Iter Time:0.0027768611907958984 || Total time:4.32501220703125 Iteration: 24 || Clusters count: 4 || Log posterior: -6059.140163424848 || Iter Time:0.0026700496673583984 || Total time:4.327682256698608 Iteration: 25 || Clusters count: 4 || Log posterior: -6047.43286484761 || Iter Time:0.002743959426879883 || Total time:4.330426216125488 Iteration: 26 || Clusters count: 4 || Log posterior: -6048.8290903983725 || Iter Time:0.0027790069580078125 || Total time:4.333205223083496 Iteration: 27 || Clusters count: 4 || Log posterior: -6049.188207245701 || Iter Time:0.0026879310607910156 || Total time:4.335893154144287 Iteration: 28 || Clusters count: 4 || Log posterior: -6049.393855236783 || Iter Time:0.09864592552185059 || Total time:4.434539079666138 Iteration: 29 || Clusters count: 6 || Log posterior: -5488.337291796572 || Iter Time:0.006814002990722656 || Total time:4.44135308265686 Iteration: 30 || Clusters count: 6 || Log posterior: -5445.234463755102 || Iter Time:1.3667759895324707 || Total time:5.808129072189331 false [5, 5, 5, 5, 5, 5, 5, 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, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 5, 5] [5, 5, 5, 5, 5, 5, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 5, 1, 1, 1, 1, 1, 1, 1, 1, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 5, 5] Loading and distributing data: 0.000307 seconds (141 allocations: 13.242 KiB) Iteration: 31 || Clusters count: 6 || Log posterior: -5179.717184663465 || Iter Time:0.031109094619750977 || Total time:5.839238166809082 Iteration: 32 || Clusters count: 6 || Log posterior: -5143.568518817597 || Iter Time:0.013577938079833984 || Total time:5.852816104888916 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 33 || Clusters count: 6 || Log posterior: -4045.4636631249596 || Iter Time:0.0039980411529541016 || Total time:5.85681414604187 Iteration: 34 || Clusters count: 6 || Log posterior: -4008.648130692074 || Iter Time:0.013615846633911133 || Total time:5.870429992675781 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 35 || Clusters count: 6 || Log posterior: -3738.2653941557355 || Iter Time:0.004058837890625 || Total time:5.874488830566406 Iteration: 36 || Clusters count: 6 || Log posterior: -3707.2680145966697 || Iter Time:0.013904809951782227 || Total time:5.8883936405181885 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 37 || Clusters count: 6 || Log posterior: -3694.7989014414493 || Iter Time:0.00410008430480957 || Total time:5.892493724822998 Iteration: 38 || Clusters count: 6 || Log posterior: -3671.2093163707455 || Iter Time:0.014004945755004883 || Total time:5.906498670578003 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 39 || Clusters count: 6 || Log posterior: -3712.0015515982177 || Iter Time:0.004118204116821289 || Total time:5.910616874694824 Iteration: 40 || Clusters count: 6 || Log posterior: -3682.8222452418 || Iter Time:0.014216899871826172 || Total time:5.92483377456665 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 41 || Clusters count: 6 || Log posterior: -3704.0486440342465 || Iter Time:0.004093170166015625 || Total time:5.928926944732666 Iteration: 42 || Clusters count: 6 || Log posterior: -3669.5210062783713 || Iter Time:0.014209985733032227 || Total time:5.943136930465698 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 43 || Clusters count: 7 || Log posterior: -3432.0983871973845 || Iter Time:0.005715847015380859 || Total time:5.948852777481079 Iteration: 44 || Clusters count: 7 || Log posterior: -3361.245602739942 || Iter Time:0.018863916397094727 || Total time:5.967716693878174 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 45 || Clusters count: 8 || Log posterior: -3233.164909311673 || Iter Time:0.006433963775634766 || Total time:5.974150657653809 Iteration: 46 || Clusters count: 8 || Log posterior: -3216.5010972767996 || Iter Time:0.021305084228515625 || Total time:5.995455741882324 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 47 || Clusters count: 8 || Log posterior: -3229.1901817784583 || Iter Time:0.005749940872192383 || Total time:6.001205682754517 Iteration: 48 || Clusters count: 8 || Log posterior: -3194.1402476343037 || Iter Time:0.020519018173217773 || Total time:6.021724700927734 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 49 || Clusters count: 9 || Log posterior: -3190.4033527134184 || Iter Time:0.006609916687011719 || Total time:6.028334617614746 Iteration: 50 || Clusters count: 9 || Log posterior: -3159.486009803641 || Iter Time:0.022782087326049805 || Total time:6.051116704940796 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 51 || Clusters count: 9 || Log posterior: -3227.322035302568 || Iter Time:0.005964994430541992 || Total time:6.057081699371338 Iteration: 52 || Clusters count: 9 || Log posterior: -3178.7362172425355 || Iter Time:0.02348494529724121 || Total time:6.080566644668579 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 53 || Clusters count: 9 || Log posterior: -3246.559530823759 || Iter Time:0.006412982940673828 || Total time:6.086979627609253 Iteration: 54 || Clusters count: 9 || Log posterior: -3195.334565791637 || Iter Time:0.0236971378326416 || Total time:6.1106767654418945 Loading and distributing 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|| Total time:6.291128635406494 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 61 || Clusters count: 9 || Log posterior: -3235.7873836370054 || Iter Time:0.008278131484985352 || Total time:6.2994067668914795 Iteration: 62 || Clusters count: 9 || Log posterior: -3195.816233732 || Iter Time:0.02231001853942871 || Total time:6.321716785430908 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 63 || Clusters count: 9 || Log posterior: -3229.6669387944935 || Iter Time:0.00809788703918457 || Total time:6.329814672470093 Iteration: 64 || Clusters count: 9 || Log posterior: -3201.039017243173 || Iter Time:0.022272109985351562 || Total time:6.352086782455444 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 65 || Clusters count: 9 || Log posterior: -3263.7993603194914 || Iter Time:0.008466958999633789 || Total time:6.360553741455078 Iteration: 66 || Clusters count: 9 || Log posterior: -3219.4559033892424 || Iter Time:0.022137880325317383 || Total time:6.3826916217803955 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 67 || Clusters count: 9 || Log posterior: -3235.061490328111 || Iter Time:0.008012056350708008 || Total time:6.3907036781311035 Iteration: 68 || Clusters count: 9 || Log posterior: -3213.2674956179876 || Iter Time:0.02213597297668457 || Total time:6.412839651107788 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 69 || Clusters count: 10 || Log posterior: -3266.806910154063 || Iter Time:0.008620977401733398 || Total time:6.4214606285095215 Iteration: 70 || Clusters count: 10 || Log posterior: -3180.2890402603207 || Iter Time:0.026540040969848633 || Total time:6.44800066947937 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 71 || Clusters count: 10 || Log posterior: -3141.389985517188 || Iter Time:0.008054971694946289 || Total time:6.456055641174316 Iteration: 72 || Clusters count: 10 || Log posterior: -3110.8613937281907 || Iter Time:0.02385091781616211 || Total time:6.4799065589904785 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 73 || Clusters count: 10 || Log posterior: -3142.9928253374987 || Iter Time:0.0073621273040771484 || Total time:6.487268686294556 Iteration: 74 || Clusters count: 10 || Log posterior: -3099.050299437146 || Iter Time:0.02482891082763672 || Total time:6.512097597122192 Loading and distributing data: 0.000214 seconds (141 allocations: 13.211 KiB) Iteration: 75 || Clusters count: 10 || Log posterior: -3136.6014726499748 || Iter Time:0.008463859558105469 || Total time:6.520561456680298 Iteration: 76 || Clusters count: 10 || Log posterior: -3113.5034870075333 || Iter Time:0.029393911361694336 || Total time:6.549955368041992 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 77 || Clusters count: 10 || 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|| Total time:6.934969425201416 Iteration: 100 || Clusters count: 11 || Log posterior: -3089.5963004358314 || Iter Time:0.02763199806213379 || Total time:6.96260142326355 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 101 || Clusters count: 11 || Log posterior: -3095.288566698895 || Iter Time:0.009775876998901367 || Total time:6.972377300262451 Iteration: 102 || Clusters count: 11 || Log posterior: -3085.144083753347 || Iter Time:0.02736210823059082 || Total time:6.999739408493042 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 103 || Clusters count: 12 || Log posterior: -3107.359065459937 || Iter Time:0.010843038558959961 || Total time:7.010582447052002 Iteration: 104 || Clusters count: 12 || Log posterior: -3086.4931357657088 || Iter Time:0.030254840850830078 || Total time:7.040837287902832 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 105 || Clusters count: 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Iteration: 122 || Clusters count: 12 || Log posterior: -3048.892111984073 || Iter Time:0.029115915298461914 || Total time:7.446223258972168 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 123 || Clusters count: 12 || Log posterior: -3059.3803880077458 || Iter Time:0.010933876037597656 || Total time:7.457157135009766 Iteration: 124 || Clusters count: 12 || Log posterior: -3030.5751165998263 || Iter Time:0.029247045516967773 || Total time:7.486404180526733 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 125 || Clusters count: 12 || Log posterior: -3055.312130820616 || Iter Time:0.010437965393066406 || Total time:7.4968421459198 Iteration: 126 || Clusters count: 12 || Log posterior: -3034.1516505660366 || Iter Time:0.029508113861083984 || Total time:7.526350259780884 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 127 || Clusters count: 12 || Log posterior: -3015.3681348550704 || Iter Time:0.010755062103271484 || Total time:7.537105321884155 Iteration: 128 || Clusters count: 12 || Log posterior: -3001.707278526325 || Iter Time:0.03086090087890625 || Total time:7.5679662227630615 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 129 || Clusters count: 12 || Log posterior: -3051.9080763057686 || Iter Time:0.011347055435180664 || Total time:7.579313278198242 Iteration: 130 || Clusters count: 12 || Log posterior: -3033.251294168325 || Iter Time:0.02821183204650879 || Total time:7.607525110244751 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 131 || Clusters count: 12 || Log posterior: -3075.3553500944226 || Iter Time:0.010045051574707031 || Total time:7.617570161819458 Iteration: 132 || Clusters count: 12 || Log posterior: -3065.979594568301 || Iter Time:0.027740955352783203 || Total time:7.645311117172241 Loading and distributing data: 0.000178 seconds (141 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Log posterior: -3072.504274147192 || Iter Time:0.02991199493408203 || Total time:7.879729270935059 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 145 || Clusters count: 12 || Log posterior: -3037.505693678418 || Iter Time:0.011373043060302734 || Total time:7.891102313995361 Iteration: 146 || Clusters count: 12 || Log posterior: -3025.349262685613 || Iter Time:0.02900099754333496 || Total time:7.920103311538696 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 147 || Clusters count: 12 || Log posterior: -3040.7661832967715 || Iter Time:0.012423992156982422 || Total time:7.932527303695679 Iteration: 148 || Clusters count: 12 || Log posterior: -3031.8967465971723 || Iter Time:0.05414986610412598 || Total time:7.986677169799805 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 149 || Clusters count: 12 || Log posterior: -3062.968807116629 || Iter Time:0.01172494888305664 || Total time:7.998402118682861 Iteration: 150 || Clusters count: 12 || Log posterior: -3053.636135914116 || Iter Time:0.030931949615478516 || Total time:8.02933406829834 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 151 || Clusters count: 12 || Log posterior: -3085.350973426132 || Iter Time:0.010442018508911133 || Total time:8.039776086807251 Iteration: 152 || Clusters count: 12 || Log posterior: -3063.59402019312 || Iter Time:0.02946782112121582 || Total time:8.069243907928467 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 153 || Clusters count: 12 || Log posterior: -3084.2235468663507 || Iter Time:0.011018991470336914 || Total time:8.080262899398804 Iteration: 154 || Clusters count: 12 || Log posterior: -3060.4988119190793 || Iter Time:0.02921605110168457 || Total time:8.109478950500488 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 155 || Clusters count: 12 || Log posterior: -3063.8402434590053 || Iter Time:0.01122283935546875 || Total time:8.120701789855957 Iteration: 156 || Clusters count: 12 || Log posterior: -3049.6858990552782 || Iter Time:0.03037095069885254 || Total time:8.15107274055481 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 157 || Clusters count: 12 || Log posterior: -3034.6019394721816 || Iter Time:0.011591911315917969 || Total time:8.162664651870728 Iteration: 158 || Clusters count: 12 || Log posterior: -3024.0867252739536 || Iter Time:0.028861045837402344 || Total time:8.19152569770813 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 159 || Clusters count: 12 || Log posterior: -3016.2105885967367 || Iter Time:0.009534835815429688 || Total time:8.20106053352356 Iteration: 160 || Clusters count: 12 || Log posterior: -2993.9520524333248 || Iter Time:0.02904486656188965 || Total time:8.23010540008545 Loading and distributing data: 0.000187 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Iteration: 183 || Clusters count: 13 || Log posterior: -3070.390522675467 || Iter Time:0.011523008346557617 || Total time:8.692380428314209 Iteration: 184 || Clusters count: 12 || Log posterior: -3049.52974420489 || Iter Time:0.05431699752807617 || Total time:8.746697425842285 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 185 || Clusters count: 12 || Log posterior: -3049.8237684819223 || Iter Time:0.010419845581054688 || Total time:8.75711727142334 Iteration: 186 || Clusters count: 12 || Log posterior: -3049.4271156446366 || Iter Time:0.028151988983154297 || Total time:8.785269260406494 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 187 || Clusters count: 12 || Log posterior: -3013.077476951014 || Iter Time:0.010651111602783203 || Total time:8.795920372009277 Iteration: 188 || Clusters count: 12 || Log posterior: -2999.7575548573077 || Iter Time:0.02941417694091797 || Total time:8.825334548950195 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-3067.994523923063 || Iter Time:0.030089855194091797 || Total time:8.9454345703125 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 195 || Clusters count: 12 || Log posterior: -3063.449161560809 || Iter Time:0.010764122009277344 || Total time:8.956198692321777 Iteration: 196 || Clusters count: 12 || Log posterior: -3036.114295733536 || Iter Time:0.029505014419555664 || Total time:8.985703706741333 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 197 || Clusters count: 12 || Log posterior: -3077.8715760081072 || Iter Time:0.010899066925048828 || Total time:8.996602773666382 Iteration: 198 || Clusters count: 12 || Log posterior: -3049.122725304595 || Iter Time:0.030215024948120117 || Total time:9.026817798614502 Loading and distributing data: 0.000209 seconds (141 allocations: 13.211 KiB) Iteration: 199 || Clusters count: 12 || Log posterior: -3046.948407227085 || Iter Time:0.010454177856445312 || Total 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Iteration: 222 || Clusters count: 12 || Log posterior: -3022.389040956078 || Iter Time:0.03004002571105957 || Total time:9.53478455543518 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 223 || Clusters count: 12 || Log posterior: -3025.353268399538 || Iter Time:0.010519981384277344 || Total time:9.545304536819458 Iteration: 224 || Clusters count: 12 || Log posterior: -2997.026893512055 || Iter Time:0.030295133590698242 || Total time:9.575599670410156 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 225 || Clusters count: 12 || Log posterior: -3003.550327783626 || Iter Time:0.010850191116333008 || Total time:9.58644986152649 Iteration: 226 || Clusters count: 12 || Log posterior: -2995.0117537834253 || Iter Time:0.029699087142944336 || Total time:9.616148948669434 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 227 || Clusters count: 12 || Log posterior: -3014.6274688249696 || Iter Time:0.010519027709960938 || Total time:9.626667976379395 Iteration: 228 || Clusters count: 12 || Log posterior: -3003.239469782826 || Iter Time:0.0304720401763916 || Total time:9.657140016555786 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 229 || Clusters count: 12 || Log posterior: -3043.3650777640314 || Iter Time:0.01197195053100586 || Total time:9.669111967086792 Iteration: 230 || Clusters count: 12 || Log posterior: -3018.306510648623 || Iter Time:0.032968997955322266 || Total time:9.702080965042114 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 231 || Clusters count: 12 || Log posterior: -3098.1534755326556 || Iter Time:0.01073598861694336 || Total time:9.712816953659058 Iteration: 232 || Clusters count: 12 || Log posterior: -3065.3076264011684 || Iter Time:0.028335094451904297 || Total time:9.741152048110962 Loading and distributing data: 0.000194 seconds (141 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Iteration: 255 || Clusters count: 12 || Log posterior: -3087.862331484814 || Iter Time:0.011007070541381836 || Total time:10.229031085968018 Iteration: 256 || Clusters count: 12 || Log posterior: -3056.6980502661404 || Iter Time:0.029350996017456055 || Total time:10.258382081985474 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 257 || Clusters count: 12 || Log posterior: -3074.679079764901 || Iter Time:0.01055908203125 || Total time:10.268941164016724 Iteration: 258 || Clusters count: 12 || Log posterior: -3061.440986150402 || Iter Time:0.028779029846191406 || Total time:10.297720193862915 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 259 || Clusters count: 12 || Log posterior: -3076.616947822693 || Iter Time:0.011214971542358398 || Total time:10.308935165405273 Iteration: 260 || Clusters count: 12 || Log posterior: -3071.029158819045 || Iter Time:0.029783964157104492 || Total time:10.338719129562378 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Iteration: 294 || Clusters count: 12 || Log posterior: -3060.5001696070067 || Iter Time:0.02995586395263672 || Total time:11.057393312454224 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 295 || Clusters count: 12 || Log posterior: -3107.7025726872707 || Iter Time:0.011429071426391602 || Total time:11.068822383880615 Iteration: 296 || Clusters count: 12 || Log posterior: -3093.872585348619 || Iter Time:0.03240609169006348 || Total time:11.101228475570679 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 297 || Clusters count: 12 || Log posterior: -3103.3448974338517 || Iter Time:0.011139869689941406 || Total time:11.11236834526062 Iteration: 298 || Clusters count: 12 || Log posterior: -3093.462187857885 || Iter Time:0.029767990112304688 || Total time:11.142136335372925 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 299 || Clusters count: 12 || Log posterior: 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Iteration: 327 || Clusters count: 12 || Log posterior: -3115.3339608296155 || Iter Time:0.010087966918945312 || Total time:11.72257375717163 Iteration: 328 || Clusters count: 12 || Log posterior: -3087.6522168083916 || Iter Time:0.027931928634643555 || Total time:11.750505685806274 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 329 || Clusters count: 12 || Log posterior: -3074.487864145959 || Iter Time:0.010478019714355469 || Total time:11.76098370552063 Iteration: 330 || Clusters count: 12 || Log posterior: -3068.778076546793 || Iter Time:0.028269052505493164 || Total time:11.789252758026123 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 331 || Clusters count: 12 || Log posterior: -3068.428862683745 || Iter Time:0.011554956436157227 || Total time:11.80080771446228 Iteration: 332 || Clusters count: 12 || Log posterior: -3059.1155515487103 || Iter Time:0.02999591827392578 || Total time:11.830803632736206 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Iteration: 366 || Clusters count: 12 || Log posterior: -3091.2537170102155 || Iter Time:0.030102014541625977 || Total time:12.582412958145142 Loading and distributing data: 0.000210 seconds (141 allocations: 13.211 KiB) Iteration: 367 || Clusters count: 12 || Log posterior: -3082.478296601757 || Iter Time:0.01067805290222168 || Total time:12.593091011047363 Iteration: 368 || Clusters count: 12 || Log posterior: -3066.900321126127 || Iter Time:0.03157997131347656 || Total time:12.62467098236084 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 369 || Clusters count: 12 || Log posterior: -3062.770355239751 || Iter Time:0.010833024978637695 || Total time:12.635504007339478 Iteration: 370 || Clusters count: 12 || Log posterior: -3021.885471560339 || Iter Time:0.03162693977355957 || Total time:12.667130947113037 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 371 || Clusters count: 12 || Log posterior: 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Iteration: 399 || Clusters count: 12 || Log posterior: -3083.6920082869688 || Iter Time:0.012805938720703125 || Total time:13.305325269699097 Iteration: 400 || Clusters count: 12 || Log posterior: -3063.783063724771 || Iter Time:0.03138399124145508 || Total time:13.336709260940552 Loading and distributing data: 0.000207 seconds (141 allocations: 13.211 KiB) Iteration: 401 || Clusters count: 12 || Log posterior: -3125.4793646573476 || Iter Time:0.01106882095336914 || Total time:13.347778081893921 Iteration: 402 || Clusters count: 12 || Log posterior: -3093.072634471189 || Iter Time:0.03054189682006836 || Total time:13.37831997871399 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 403 || Clusters count: 12 || Log posterior: -3068.4192010636875 || Iter Time:0.01058197021484375 || Total time:13.388901948928833 Iteration: 404 || Clusters count: 12 || Log posterior: -3053.703211269402 || Iter Time:0.04987311363220215 || Total time:13.438775062561035 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Iteration: 438 || Clusters count: 12 || Log posterior: -3078.274245762409 || Iter Time:0.030035972595214844 || Total time:14.127259016036987 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 439 || Clusters count: 12 || Log posterior: -3075.8432966111873 || Iter Time:0.01082921028137207 || Total time:14.13808822631836 Iteration: 440 || Clusters count: 12 || Log posterior: -3057.5325700500566 || Iter Time:0.030364990234375 || Total time:14.168453216552734 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 441 || Clusters count: 12 || Log posterior: -3056.6717841819195 || Iter Time:0.010453939437866211 || Total time:14.1789071559906 Iteration: 442 || Clusters count: 12 || Log posterior: -3051.1192792568686 || Iter Time:0.02993607521057129 || Total time:14.208843231201172 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 443 || Clusters count: 12 || Log posterior: 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Iteration: 471 || Clusters count: 12 || Log posterior: -3114.6670293115817 || Iter Time:0.010751008987426758 || Total time:14.79802680015564 Iteration: 472 || Clusters count: 12 || Log posterior: -3088.3849038047338 || Iter Time:0.027988910675048828 || Total time:14.826015710830688 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 473 || Clusters count: 12 || Log posterior: -3113.208926368144 || Iter Time:0.010303974151611328 || Total time:14.8363196849823 Iteration: 474 || Clusters count: 12 || Log posterior: -3093.2510122096396 || Iter Time:0.028581857681274414 || Total time:14.864901542663574 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 475 || Clusters count: 12 || Log posterior: -3107.503439407003 || Iter Time:0.010814189910888672 || Total time:14.875715732574463 Iteration: 476 || Clusters count: 12 || Log posterior: -3085.9414986960282 || Iter Time:0.02889394760131836 || Total 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|| Log posterior: -3051.950718995982 || Iter Time:0.027785062789916992 || Total time:15.02002739906311 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 483 || Clusters count: 12 || Log posterior: -3113.775090218627 || Iter Time:0.010658025741577148 || Total time:15.030685424804688 Iteration: 484 || Clusters count: 12 || Log posterior: -3094.4883179431467 || Iter Time:0.028580904006958008 || Total time:15.059266328811646 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 485 || Clusters count: 12 || Log posterior: -3088.756194253528 || Iter Time:0.009940147399902344 || Total time:15.069206476211548 Iteration: 486 || Clusters count: 12 || Log posterior: -3067.9402758310725 || Iter Time:0.026728153228759766 || Total time:15.095934629440308 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 487 || Clusters count: 12 || Log posterior: -3053.5622067755608 || Iter 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Iteration: 493 || Clusters count: 12 || Log posterior: -3060.9914299519796 || Iter Time:0.010377168655395508 || Total time:15.229274988174438 Iteration: 494 || Clusters count: 12 || Log posterior: -3048.7601513544982 || Iter Time:0.02924203872680664 || Total time:15.258517026901245 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 495 || Clusters count: 12 || Log posterior: -3069.471251490992 || Iter Time:0.010391950607299805 || Total time:15.268908977508545 Iteration: 496 || Clusters count: 12 || Log posterior: -3046.784822774663 || Iter Time:0.05035686492919922 || Total time:15.319265842437744 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 497 || Clusters count: 12 || Log posterior: -3048.0978315706043 || Iter Time:0.010158061981201172 || Total time:15.329423904418945 Iteration: 498 || Clusters count: 12 || Log posterior: -3030.7606340485318 || Iter Time:0.02866983413696289 || Total 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Iteration: 515 || Clusters count: 12 || Log posterior: -3095.1555479779263 || Iter Time:0.011548042297363281 || Total time:15.699795722961426 Iteration: 516 || Clusters count: 12 || Log posterior: -3059.8770446796334 || Iter Time:0.02938103675842285 || Total time:15.729176759719849 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 517 || Clusters count: 12 || Log posterior: -3119.3306223070867 || Iter Time:0.010982990264892578 || Total time:15.740159749984741 Iteration: 518 || Clusters count: 12 || Log posterior: -3089.902921406375 || Iter Time:0.027981996536254883 || Total time:15.768141746520996 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 519 || Clusters count: 12 || Log posterior: -3137.258967279719 || Iter Time:0.009595155715942383 || Total time:15.777736902236938 Iteration: 520 || Clusters count: 12 || Log posterior: -3087.48763786068 || Iter Time:0.02736806869506836 || Total 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Iteration: 537 || Clusters count: 12 || Log posterior: -3123.5137949034797 || Iter Time:0.011509180068969727 || Total time:16.133790016174316 Iteration: 538 || Clusters count: 12 || Log posterior: -3080.863568102426 || Iter Time:0.032588958740234375 || Total time:16.16637897491455 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 539 || Clusters count: 12 || Log posterior: -3130.9762604929247 || Iter Time:0.011562108993530273 || Total time:16.17794108390808 Iteration: 540 || Clusters count: 12 || Log posterior: -3106.2213422060545 || Iter Time:0.029167890548706055 || Total time:16.207108974456787 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 541 || Clusters count: 12 || Log posterior: -3118.294755639113 || Iter Time:0.011096000671386719 || Total time:16.218204975128174 Iteration: 542 || Clusters count: 12 || Log posterior: -3113.2379074198566 || Iter Time:0.02994394302368164 || Total 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Iteration: 559 || Clusters count: 12 || Log posterior: -3091.151843799234 || Iter Time:0.011198043823242188 || Total time:16.607126474380493 Iteration: 560 || Clusters count: 12 || Log posterior: -3069.138908573954 || Iter Time:0.02937006950378418 || Total time:16.636496543884277 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 561 || Clusters count: 12 || Log posterior: -3055.903227865337 || Iter Time:0.011308908462524414 || Total time:16.6478054523468 Iteration: 562 || Clusters count: 12 || Log posterior: -3049.039398910089 || Iter Time:0.02846503257751465 || Total time:16.676270484924316 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 563 || Clusters count: 12 || Log posterior: -3134.0430302443165 || Iter Time:0.011327028274536133 || Total time:16.687597513198853 Iteration: 564 || Clusters count: 12 || Log posterior: -3104.646539515595 || Iter Time:0.03344583511352539 || Total time:16.721043348312378 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Iteration: 631 || Clusters count: 12 || Log posterior: -3062.3039294189925 || Iter Time:0.011382818222045898 || Total time:18.102299690246582 Iteration: 632 || Clusters count: 12 || Log posterior: -3032.1277455071418 || Iter Time:0.029687881469726562 || Total time:18.13198757171631 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 633 || Clusters count: 12 || Log posterior: -3073.053767462307 || Iter Time:0.01157999038696289 || Total time:18.14356756210327 Iteration: 634 || Clusters count: 12 || Log posterior: -3034.4894134124906 || Iter Time:0.02965998649597168 || Total time:18.173227548599243 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 635 || Clusters count: 12 || Log posterior: -3098.7769691817275 || Iter Time:0.010553836822509766 || Total time:18.183781385421753 Iteration: 636 || Clusters count: 12 || Log posterior: -3091.5182102976287 || Iter Time:0.034815073013305664 || Total 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Iteration: 653 || Clusters count: 12 || Log posterior: -3078.92797114221 || Iter Time:0.011536121368408203 || Total time:18.580188035964966 Iteration: 654 || Clusters count: 12 || Log posterior: -3063.894889978899 || Iter Time:0.03058314323425293 || Total time:18.61077117919922 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 655 || Clusters count: 12 || Log posterior: -3081.605463120175 || Iter Time:0.01154184341430664 || Total time:18.622313022613525 Iteration: 656 || Clusters count: 12 || Log posterior: -3050.73987145071 || Iter Time:0.029757976531982422 || Total time:18.652070999145508 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 657 || Clusters count: 12 || Log posterior: -3074.8265562743163 || Iter Time:0.011003971099853516 || Total time:18.66307497024536 Iteration: 658 || Clusters count: 12 || Log posterior: -3039.8174963706597 || Iter Time:0.028840065002441406 || Total time:18.691915035247803 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Iteration: 703 || Clusters count: 12 || Log posterior: -3077.2093777374885 || Iter Time:0.01123189926147461 || Total time:19.593611478805542 Iteration: 704 || Clusters count: 12 || Log posterior: -3061.4575924942465 || Iter Time:0.029107093811035156 || Total time:19.622718572616577 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 705 || Clusters count: 12 || Log posterior: -3080.252383222546 || Iter Time:0.011245012283325195 || Total time:19.633963584899902 Iteration: 706 || Clusters count: 12 || Log posterior: -3048.428176956172 || Iter Time:0.0291750431060791 || Total time:19.66313862800598 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 707 || Clusters count: 12 || Log posterior: -3064.4180747842584 || Iter Time:0.011464118957519531 || Total time:19.6746027469635 Iteration: 708 || Clusters count: 12 || Log posterior: -3053.197955523182 || Iter Time:0.029556989669799805 || Total time:19.7041597366333 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Iteration: 775 || Clusters count: 12 || Log posterior: -3021.2411023419527 || Iter Time:0.010689020156860352 || Total time:21.077556610107422 Iteration: 776 || Clusters count: 12 || Log posterior: -3014.8020420922826 || Iter Time:0.05059409141540527 || Total time:21.128150701522827 Loading and distributing data: 0.000209 seconds (141 allocations: 13.211 KiB) Iteration: 777 || Clusters count: 12 || Log posterior: -3045.408856857474 || Iter Time:0.010359048843383789 || Total time:21.13850975036621 Iteration: 778 || Clusters count: 12 || Log posterior: -3029.0220816655683 || Iter Time:0.029037952423095703 || Total time:21.167547702789307 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 779 || Clusters count: 12 || Log posterior: -3061.427226629789 || Iter Time:0.011322021484375 || Total time:21.17886972427368 Iteration: 780 || Clusters count: 12 || Log posterior: -3053.364368724712 || Iter Time:0.03240704536437988 || Total time:21.21127676963806 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Iteration: 847 || Clusters count: 12 || Log posterior: -3120.5610693952203 || Iter Time:0.011230945587158203 || Total time:22.656579732894897 Iteration: 848 || Clusters count: 12 || Log posterior: -3071.4425824380633 || Iter Time:0.03072190284729004 || Total time:22.687301635742188 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 849 || Clusters count: 12 || Log posterior: -3062.7699926780197 || Iter Time:0.011605978012084961 || Total time:22.698907613754272 Iteration: 850 || Clusters count: 12 || Log posterior: -3041.617584265757 || Iter Time:0.03081512451171875 || Total time:22.72972273826599 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 851 || Clusters count: 12 || Log posterior: -3061.5773014129245 || Iter Time:0.011328935623168945 || Total time:22.74105167388916 Iteration: 852 || Clusters count: 12 || Log posterior: -3054.3871647031033 || Iter Time:0.029888153076171875 || Total 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Iteration: 869 || Clusters count: 12 || Log posterior: -3080.796421225056 || Iter Time:0.010384082794189453 || Total time:23.10338020324707 Iteration: 870 || Clusters count: 12 || Log posterior: -3070.6387033539777 || Iter Time:0.05098104476928711 || Total time:23.154361248016357 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 871 || Clusters count: 12 || Log posterior: -3129.0217850531053 || Iter Time:0.010381937026977539 || Total time:23.164743185043335 Iteration: 872 || Clusters count: 12 || Log posterior: -3101.16854468602 || Iter Time:0.028332948684692383 || Total time:23.193076133728027 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 873 || Clusters count: 12 || Log posterior: -3066.050709161567 || Iter Time:0.01157999038696289 || Total time:23.20465612411499 Iteration: 874 || Clusters count: 12 || Log posterior: -3056.829803560985 || Iter Time:0.029577016830444336 || Total time:23.234233140945435 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Iteration: 941 || Clusters count: 12 || Log posterior: -3092.088015022603 || Iter Time:0.011606931686401367 || Total time:24.65418291091919 Iteration: 942 || Clusters count: 12 || Log posterior: -3072.9684636100474 || Iter Time:0.02771282196044922 || Total time:24.68189573287964 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 943 || Clusters count: 12 || Log posterior: -3092.7110692257193 || Iter Time:0.010325908660888672 || Total time:24.692221641540527 Iteration: 944 || Clusters count: 12 || Log posterior: -3068.3969436534444 || Iter Time:0.028002023696899414 || Total time:24.720223665237427 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 945 || Clusters count: 12 || Log posterior: -3041.0632747280797 || Iter Time:0.010509014129638672 || Total time:24.730732679367065 Iteration: 946 || Clusters count: 12 || Log posterior: -3024.381417168729 || Iter Time:0.029211997985839844 || Total 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|| Log posterior: -3165.4643607866647 || Iter Time:0.029198884963989258 || Total time:24.879199743270874 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 953 || Clusters count: 12 || Log posterior: -3173.048366402025 || Iter Time:0.010219097137451172 || Total time:24.889418840408325 Iteration: 954 || Clusters count: 12 || Log posterior: -3150.787288201611 || Iter Time:0.029226064682006836 || Total time:24.918644905090332 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 955 || Clusters count: 12 || Log posterior: -3065.4700838204553 || Iter Time:0.01162099838256836 || Total time:24.9302659034729 Iteration: 956 || Clusters count: 12 || Log posterior: -3057.24485255635 || Iter Time:0.03323197364807129 || Total time:24.96349787712097 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 957 || Clusters count: 12 || Log posterior: -3077.5376559982074 || Iter 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Iteration: 963 || Clusters count: 12 || Log posterior: -3149.27946043149 || Iter Time:0.010888099670410156 || Total time:25.09366488456726 Iteration: 964 || Clusters count: 12 || Log posterior: -3111.3619365174663 || Iter Time:0.029237031936645508 || Total time:25.122901916503906 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 965 || Clusters count: 12 || Log posterior: -3115.7052198001884 || Iter Time:0.012202978134155273 || Total time:25.13510489463806 Iteration: 966 || Clusters count: 12 || Log posterior: -3096.922865209037 || Iter Time:0.028095006942749023 || Total time:25.16319990158081 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 967 || Clusters count: 12 || Log posterior: -3132.5209471710778 || Iter Time:0.011630058288574219 || Total time:25.174829959869385 Iteration: 968 || Clusters count: 12 || Log posterior: -3118.775531585809 || Iter Time:0.0516049861907959 || Total time:25.22643494606018 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Log posterior: -3089.174335479135 || Iter Time:0.010619163513183594 || Total time:25.552892684936523 Iteration: 986 || Clusters count: 12 || Log posterior: -3074.491860689616 || Iter Time:0.029150009155273438 || Total time:25.582042694091797 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 987 || Clusters count: 12 || Log posterior: -3126.942625472006 || Iter Time:0.010493040084838867 || Total time:25.592535734176636 Iteration: 988 || Clusters count: 12 || Log posterior: -3111.534630313802 || Iter Time:0.0283050537109375 || Total time:25.620840787887573 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 989 || Clusters count: 12 || Log posterior: -3101.0221295074207 || Iter Time:0.010650157928466797 || Total time:25.63149094581604 Iteration: 990 || Clusters count: 12 || Log posterior: -3077.252304548669 || Iter Time:0.029229164123535156 || Total time:25.660720109939575 Loading and distributing data: 0.000185 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(141 allocations: 13.211 KiB) Iteration: 1079 || Clusters count: 12 || Log posterior: -3094.2500228183326 || Iter Time:0.01158595085144043 || Total time:28.161436796188354 Iteration: 1080 || Clusters count: 12 || Log posterior: -3064.1230795964893 || Iter Time:0.030395984649658203 || Total time:28.191832780838013 Loading and distributing data: 0.000215 seconds (141 allocations: 13.211 KiB) Iteration: 1081 || Clusters count: 12 || Log posterior: -3099.047212770233 || Iter Time:0.012279987335205078 || Total time:28.204112768173218 Iteration: 1082 || Clusters count: 12 || Log posterior: -3067.6211310582644 || Iter Time:0.03128218650817871 || Total time:28.235394954681396 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1083 || Clusters count: 12 || Log posterior: -3071.0809399581867 || Iter Time:0.012231111526489258 || Total time:28.247626066207886 Iteration: 1084 || Clusters count: 12 || Log posterior: -3058.2662983606824 || Iter 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12 || Log posterior: -3075.9700917935234 || Iter Time:0.011566877365112305 || Total time:28.476819276809692 Iteration: 1096 || Clusters count: 12 || Log posterior: -3055.6381606641658 || Iter Time:0.029734134674072266 || Total time:28.506553411483765 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1097 || Clusters count: 12 || Log posterior: -3082.087188221834 || Iter Time:0.012548208236694336 || Total time:28.51910161972046 Iteration: 1098 || Clusters count: 12 || Log posterior: -3056.9311193842004 || Iter Time:0.029269933700561523 || Total time:28.54837155342102 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1099 || Clusters count: 12 || Log posterior: -3064.7776404882 || Iter Time:0.012073993682861328 || Total time:28.560445547103882 Iteration: 1100 || Clusters count: 12 || Log posterior: -3049.0702132529163 || Iter Time:0.02941107749938965 || Total time:28.58985662460327 Loading and distributing 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|| Log posterior: -3122.6966960789036 || Iter Time:0.06428194046020508 || Total time:29.465583086013794 Iteration: 1140 || Clusters count: 12 || Log posterior: -3111.16762250302 || Iter Time:0.018162012100219727 || Total time:29.483745098114014 Loading and distributing data: 0.000153 seconds (141 allocations: 13.242 KiB) Iteration: 1141 || Clusters count: 12 || Log posterior: -3111.42654438351 || Iter Time:0.0067861080169677734 || Total time:29.49053120613098 Iteration: 1142 || Clusters count: 12 || Log posterior: -3077.9917509579072 || Iter Time:0.017817020416259766 || Total time:29.50834822654724 Loading and distributing data: 0.000156 seconds (141 allocations: 13.211 KiB) Iteration: 1143 || Clusters count: 12 || Log posterior: -3054.594633981146 || Iter Time:0.006762981414794922 || Total time:29.515111207962036 Iteration: 1144 || Clusters count: 12 || Log posterior: -3027.7755955147195 || Iter Time:0.017802000045776367 || Total time:29.532913208007812 Loading and distributing data: 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-3091.3739755269025 || Iter Time:0.02380084991455078 || Total time:29.92421865463257 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1173 || Clusters count: 12 || Log posterior: -3065.338137947716 || Iter Time:0.009635210037231445 || Total time:29.9338538646698 Iteration: 1174 || Clusters count: 12 || Log posterior: -3058.6132231869783 || Iter Time:0.020154953002929688 || Total time:29.95400881767273 Loading and distributing data: 0.000154 seconds (141 allocations: 13.211 KiB) Iteration: 1175 || Clusters count: 12 || Log posterior: -3116.3776856637287 || Iter Time:0.007421016693115234 || Total time:29.961429834365845 Iteration: 1176 || Clusters count: 12 || Log posterior: -3101.2897299674732 || Iter Time:0.018268108367919922 || Total time:29.979697942733765 Loading and distributing data: 0.000159 seconds (141 allocations: 13.211 KiB) Iteration: 1177 || Clusters count: 12 || Log posterior: -3053.7790441331636 || Iter Time:0.0074748992919921875 || 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count: 12 || Log posterior: -3112.9724358169483 || Iter Time:0.010284185409545898 || Total time:30.086695909500122 Iteration: 1184 || Clusters count: 12 || Log posterior: -3089.034873812625 || Iter Time:0.02624201774597168 || Total time:30.112937927246094 Loading and distributing data: 0.000155 seconds (141 allocations: 13.211 KiB) Iteration: 1185 || Clusters count: 12 || Log posterior: -3041.965539070882 || Iter Time:0.008572101593017578 || Total time:30.12151002883911 Iteration: 1186 || Clusters count: 12 || Log posterior: -3026.6742530379415 || Iter Time:0.022378921508789062 || Total time:30.1438889503479 Loading and distributing data: 0.000146 seconds (141 allocations: 13.211 KiB) Iteration: 1187 || Clusters count: 12 || Log posterior: -3071.359399584326 || Iter Time:0.008352994918823242 || Total time:30.152241945266724 Iteration: 1188 || Clusters count: 12 || Log posterior: -3058.79572324551 || Iter Time:0.022392988204956055 || Total time:30.17463493347168 Loading and distributing 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-3122.082925529236 || Iter Time:0.027292966842651367 || Total time:30.644686937332153 Loading and distributing data: 0.000162 seconds (141 allocations: 13.211 KiB) Iteration: 1217 || Clusters count: 12 || Log posterior: -3179.700268288419 || Iter Time:0.007896184921264648 || Total time:30.652583122253418 Iteration: 1218 || Clusters count: 12 || Log posterior: -3146.402227472424 || Iter Time:0.0183560848236084 || Total time:30.670939207077026 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 1219 || Clusters count: 12 || Log posterior: -3116.7345640223593 || Iter Time:0.007309913635253906 || Total time:30.67824912071228 Iteration: 1220 || Clusters count: 12 || Log posterior: -3098.4986130680636 || Iter Time:0.02841496467590332 || Total time:30.706664085388184 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1221 || Clusters count: 12 || Log posterior: -3106.862889039879 || Iter Time:0.01060795783996582 || 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count: 12 || Log posterior: -3049.9537356945684 || Iter Time:0.010654926300048828 || Total time:30.827816247940063 Iteration: 1228 || Clusters count: 12 || Log posterior: -3036.651488532034 || Iter Time:0.02392101287841797 || Total time:30.85173726081848 Loading and distributing data: 0.000157 seconds (141 allocations: 13.211 KiB) Iteration: 1229 || Clusters count: 12 || Log posterior: -3095.9523894320428 || Iter Time:0.007493019104003906 || Total time:30.859230279922485 Iteration: 1230 || Clusters count: 12 || Log posterior: -3085.427708441999 || Iter Time:0.018639087677001953 || Total time:30.877869367599487 Loading and distributing data: 0.000151 seconds (141 allocations: 13.211 KiB) Iteration: 1231 || Clusters count: 12 || Log posterior: -3182.2179455021887 || Iter Time:0.009947061538696289 || Total time:30.887816429138184 Iteration: 1232 || Clusters count: 12 || Log posterior: -3152.6788287702693 || Iter Time:0.027347087860107422 || Total time:30.91516351699829 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1233 || Clusters count: 12 || Log posterior: -3137.022764943532 || Iter Time:0.011337995529174805 || Total time:30.926501512527466 Iteration: 1234 || Clusters count: 12 || Log posterior: -3118.6242454000417 || Iter Time:0.05604100227355957 || Total time:30.982542514801025 Loading and distributing data: 0.000161 seconds (141 allocations: 13.242 KiB) Iteration: 1235 || Clusters count: 12 || Log posterior: -3087.4669349266464 || Iter Time:0.008171796798706055 || Total time:30.99071431159973 Iteration: 1236 || Clusters count: 12 || Log posterior: -3080.2437334009896 || Iter Time:0.01912403106689453 || Total time:31.009838342666626 Loading and distributing data: 0.000156 seconds (141 allocations: 13.211 KiB) Iteration: 1237 || Clusters count: 12 || Log posterior: -3080.010414033882 || Iter Time:0.006840944290161133 || Total time:31.016679286956787 Iteration: 1238 || Clusters count: 12 || Log posterior: -3061.375295449744 || Iter Time:0.018124818801879883 || Total time:31.034804105758667 Loading and distributing data: 0.000150 seconds (141 allocations: 13.211 KiB) Iteration: 1239 || Clusters count: 12 || Log posterior: -3149.5118554848123 || Iter Time:0.006878852844238281 || Total time:31.041682958602905 Iteration: 1240 || Clusters count: 12 || Log posterior: -3119.936086916068 || Iter Time:0.023014068603515625 || Total time:31.06469702720642 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1241 || Clusters count: 12 || Log posterior: -3152.5001204836694 || Iter Time:0.009572982788085938 || Total time:31.074270009994507 Iteration: 1242 || Clusters count: 12 || Log posterior: -3133.4953618364175 || Iter Time:0.020836830139160156 || Total time:31.095106840133667 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1243 || Clusters count: 12 || Log posterior: -3106.4852723597596 || Iter Time:0.009806156158447266 || Total time:31.104912996292114 Iteration: 1244 || Clusters count: 12 || Log posterior: -3089.1176980494024 || Iter Time:0.027952194213867188 || Total time:31.13286519050598 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1245 || Clusters count: 12 || Log posterior: -3084.4949139178566 || Iter Time:0.010035037994384766 || Total time:31.142900228500366 Iteration: 1246 || Clusters count: 12 || Log posterior: -3065.3217646253534 || Iter Time:0.026279926300048828 || Total time:31.169180154800415 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1247 || Clusters count: 12 || Log posterior: -3044.6929226165003 || Iter Time:0.009733915328979492 || Total time:31.178914070129395 Iteration: 1248 || Clusters count: 12 || Log posterior: -3006.226419296723 || Iter Time:0.021643877029418945 || Total time:31.200557947158813 Loading and distributing data: 0.000150 seconds (141 allocations: 13.211 KiB) Iteration: 1249 || Clusters count: 12 || Log posterior: -3073.9043830116248 || Iter Time:0.0066640377044677734 || Total time:31.20722198486328 Iteration: 1250 || Clusters count: 12 || Log posterior: -3050.561915471683 || Iter Time:0.0250241756439209 || Total time:31.232246160507202 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1251 || Clusters count: 12 || Log posterior: -3078.4161196788746 || Iter Time:0.010743141174316406 || Total time:31.24298930168152 Iteration: 1252 || Clusters count: 12 || Log posterior: -3051.336905899122 || Iter Time:0.02816295623779297 || Total time:31.27115225791931 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1253 || Clusters count: 12 || Log posterior: -3101.115704066341 || Iter Time:0.010825157165527344 || Total time:31.28197741508484 Iteration: 1254 || Clusters count: 12 || Log posterior: -3087.879265982746 || Iter Time:0.028348922729492188 || Total time:31.31032633781433 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1255 || Clusters count: 12 || Log posterior: -3121.8020872449583 || Iter Time:0.010762929916381836 || Total time:31.321089267730713 Iteration: 1256 || Clusters count: 12 || Log posterior: -3092.3789420073686 || Iter Time:0.02527904510498047 || Total time:31.346368312835693 Loading and distributing data: 0.000151 seconds (141 allocations: 13.211 KiB) Iteration: 1257 || Clusters count: 12 || Log posterior: -3100.2486566856724 || Iter Time:0.008749961853027344 || Total time:31.35511827468872 Iteration: 1258 || Clusters count: 12 || Log posterior: -3077.8594542734027 || Iter Time:0.01963496208190918 || Total time:31.37475323677063 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1259 || Clusters count: 12 || Log posterior: -3113.5238143211363 || Iter Time:0.011256933212280273 || Total time:31.38601016998291 Iteration: 1260 || Clusters count: 12 || Log posterior: -3105.0338742376666 || Iter Time:0.028794050216674805 || Total time:31.414804220199585 Loading and distributing data: 0.000211 seconds (141 allocations: 13.211 KiB) Iteration: 1261 || Clusters count: 12 || Log posterior: -3109.9593313456835 || Iter Time:0.009968996047973633 || Total time:31.42477321624756 Iteration: 1262 || Clusters count: 12 || Log posterior: -3094.6875433635887 || Iter Time:0.026966094970703125 || Total time:31.45173931121826 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1263 || Clusters count: 12 || Log posterior: -3042.2368867360997 || Iter Time:0.01011204719543457 || Total time:31.461851358413696 Iteration: 1264 || Clusters count: 12 || Log posterior: -3033.6603558711527 || Iter Time:0.027154922485351562 || Total time:31.489006280899048 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1265 || Clusters count: 12 || Log posterior: -3024.9698005566247 || Iter Time:0.009676933288574219 || Total time:31.498683214187622 Iteration: 1266 || Clusters count: 12 || Log posterior: -3002.268573887175 || Iter Time:0.025907039642333984 || Total time:31.524590253829956 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1267 || Clusters count: 12 || Log posterior: -3061.50087098992 || Iter Time:0.008903026580810547 || Total time:31.533493280410767 Iteration: 1268 || Clusters count: 12 || Log posterior: -3055.785118268422 || Iter Time:0.019730091094970703 || Total time:31.553223371505737 Loading and distributing data: 0.000151 seconds (141 allocations: 13.211 KiB) Iteration: 1269 || Clusters count: 12 || Log posterior: -3157.7699331226995 || Iter Time:0.007668018341064453 || Total time:31.5608913898468 Iteration: 1270 || Clusters count: 12 || Log posterior: -3134.1656953380193 || Iter Time:0.018110990524291992 || Total time:31.579002380371094 Loading and distributing data: 0.000148 seconds (141 allocations: 13.211 KiB) Iteration: 1271 || Clusters count: 12 || Log posterior: -3121.723890520618 || Iter Time:0.006845951080322266 || Total time:31.585848331451416 Iteration: 1272 || Clusters count: 12 || Log posterior: -3107.731339736432 || Iter Time:0.02821803092956543 || Total time:31.61406636238098 Loading and distributing data: 0.000232 seconds (141 allocations: 13.211 KiB) Iteration: 1273 || Clusters count: 12 || Log posterior: -3139.3436084966233 || Iter Time:0.01024484634399414 || Total time:31.624311208724976 Iteration: 1274 || Clusters count: 12 || Log posterior: -3116.278366895672 || Iter Time:0.029206037521362305 || Total time:31.653517246246338 Loading and distributing data: 0.000220 seconds (141 allocations: 13.211 KiB) Iteration: 1275 || Clusters count: 12 || Log posterior: -3099.5321340001433 || Iter Time:0.010071039199829102 || Total time:31.663588285446167 Iteration: 1276 || Clusters count: 12 || Log posterior: -3087.7411171900985 || Iter Time:0.028255939483642578 || Total time:31.69184422492981 Loading and 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-3018.985153321505 || Iter Time:0.02448296546936035 || Total time:31.7783420085907 Loading and distributing data: 0.000151 seconds (141 allocations: 13.211 KiB) Iteration: 1283 || Clusters count: 13 || Log posterior: -3026.812643140317 || Iter Time:0.008862018585205078 || Total time:31.787204027175903 Iteration: 1284 || Clusters count: 13 || Log posterior: -3003.071661728468 || Iter Time:0.027853965759277344 || Total time:31.81505799293518 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1285 || Clusters count: 12 || Log posterior: -3086.5394813186767 || Iter Time:0.010495901107788086 || Total time:31.82555389404297 Iteration: 1286 || Clusters count: 12 || Log posterior: -3071.303122020719 || Iter Time:0.024918079376220703 || Total time:31.85047197341919 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1287 || Clusters count: 12 || Log posterior: -3106.640467433482 || Iter Time:0.007981061935424805 || Total time:31.858453035354614 Iteration: 1288 || Clusters count: 12 || Log posterior: -3086.9477010026994 || Iter Time:0.02457594871520996 || Total time:31.883028984069824 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 1289 || Clusters count: 12 || Log posterior: -3125.2064214305583 || Iter Time:0.00887298583984375 || Total time:31.891901969909668 Iteration: 1290 || Clusters count: 12 || Log posterior: -3112.448746928787 || Iter Time:0.022891998291015625 || Total time:31.914793968200684 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1291 || Clusters count: 12 || Log posterior: -3103.073409999641 || Iter Time:0.007623910903930664 || Total time:31.922417879104614 Iteration: 1292 || Clusters count: 12 || Log posterior: -3078.013126053677 || Iter Time:0.02182316780090332 || Total time:31.944241046905518 Loading and distributing data: 0.000153 seconds (141 allocations: 13.211 KiB) Iteration: 1293 || Clusters count: 12 || Log posterior: -3128.048497112483 || Iter Time:0.006688117980957031 || Total time:31.950929164886475 Iteration: 1294 || Clusters count: 12 || Log posterior: -3101.685516057164 || Iter Time:0.017975807189941406 || Total time:31.968904972076416 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 1295 || Clusters count: 12 || Log posterior: -3117.218505945856 || Iter Time:0.007200956344604492 || Total time:31.97610592842102 Iteration: 1296 || Clusters count: 12 || Log posterior: -3099.4171220558055 || Iter Time:0.018149137496948242 || Total time:31.99425506591797 Loading and distributing data: 0.000151 seconds (141 allocations: 13.211 KiB) Iteration: 1297 || Clusters count: 12 || Log posterior: -3126.7717683000456 || Iter Time:0.007219076156616211 || Total time:32.001474142074585 Iteration: 1298 || Clusters count: 12 || Log posterior: -3096.3627419147692 || Iter Time:0.018182039260864258 || Total time:32.01965618133545 Loading and 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-3061.086272665801 || Iter Time:0.017904996871948242 || Total time:32.09580206871033 Loading and distributing data: 0.000161 seconds (141 allocations: 13.211 KiB) Iteration: 1305 || Clusters count: 12 || Log posterior: -3123.249806759018 || Iter Time:0.0068781375885009766 || Total time:32.10268020629883 Iteration: 1306 || Clusters count: 12 || Log posterior: -3096.6571143846313 || Iter Time:0.017567873001098633 || Total time:32.12024807929993 Loading and distributing data: 0.000154 seconds (141 allocations: 13.211 KiB) Iteration: 1307 || Clusters count: 12 || Log posterior: -3109.9274433644864 || Iter Time:0.006203889846801758 || Total time:32.12645196914673 Iteration: 1308 || Clusters count: 12 || Log posterior: -3073.9135728682963 || Iter Time:0.017423152923583984 || Total time:32.14387512207031 Loading and distributing data: 0.000146 seconds (141 allocations: 13.211 KiB) Iteration: 1309 || Clusters count: 12 || Log posterior: -3094.5750827289116 || Iter Time:0.0062220096588134766 || 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Iteration: 1332 || Clusters count: 12 || Log posterior: -3066.7088605727467 || Iter Time:0.01949787139892578 || Total time:32.486857891082764 Loading and distributing data: 0.000160 seconds (141 allocations: 13.211 KiB) Iteration: 1333 || Clusters count: 12 || Log posterior: -3087.0709855659584 || Iter Time:0.008481025695800781 || Total time:32.495338916778564 Iteration: 1334 || Clusters count: 12 || Log posterior: -3070.918586793006 || Iter Time:0.0188601016998291 || Total time:32.514199018478394 Loading and distributing data: 0.000158 seconds (141 allocations: 13.211 KiB) Iteration: 1335 || Clusters count: 12 || Log posterior: -3062.555122521436 || Iter Time:0.007428884506225586 || Total time:32.52162790298462 Iteration: 1336 || Clusters count: 12 || Log posterior: -3057.7759247386716 || Iter Time:0.018011093139648438 || Total time:32.53963899612427 Loading and distributing data: 0.000149 seconds (141 allocations: 13.211 KiB) Iteration: 1337 || Clusters count: 12 || Log posterior: -3099.1171731514137 || Iter Time:0.00686192512512207 || Total time:32.54650092124939 Iteration: 1338 || Clusters count: 12 || Log posterior: -3096.626727399726 || Iter Time:0.018674850463867188 || Total time:32.56517577171326 Loading and distributing data: 0.000155 seconds (141 allocations: 13.211 KiB) Iteration: 1339 || Clusters count: 12 || Log posterior: -3094.3329531479126 || Iter Time:0.007281064987182617 || Total time:32.57245683670044 Iteration: 1340 || Clusters count: 12 || Log posterior: -3078.924070917313 || Iter Time:0.0204010009765625 || Total time:32.592857837677 Loading and distributing data: 0.000153 seconds (141 allocations: 13.211 KiB) Iteration: 1341 || Clusters count: 12 || Log posterior: -3116.6979601947783 || Iter Time:0.007172107696533203 || Total time:32.600029945373535 Iteration: 1342 || Clusters count: 12 || Log posterior: -3083.6228710826244 || Iter Time:0.02090001106262207 || Total time:32.62092995643616 Loading and distributing data: 0.000172 seconds (141 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Iteration: 1387 || Clusters count: 12 || Log posterior: -3018.857781638208 || Iter Time:0.007194995880126953 || Total time:33.25141787528992 Iteration: 1388 || Clusters count: 12 || Log posterior: -2999.010767466544 || Iter Time:0.018332958221435547 || Total time:33.26975083351135 Loading and distributing data: 0.000148 seconds (141 allocations: 13.211 KiB) Iteration: 1389 || Clusters count: 12 || Log posterior: -3080.3447990513464 || Iter Time:0.0071659088134765625 || Total time:33.27691674232483 Iteration: 1390 || Clusters count: 12 || Log posterior: -3046.203682803407 || Iter Time:0.01838397979736328 || Total time:33.29530072212219 Loading and distributing data: 0.000143 seconds (141 allocations: 13.211 KiB) Iteration: 1391 || Clusters count: 12 || Log posterior: -3047.5228150604084 || Iter Time:0.007188081741333008 || Total time:33.302488803863525 Iteration: 1392 || Clusters count: 12 || Log posterior: -3042.7435609557865 || Iter Time:0.018668174743652344 || Total 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12 || Log posterior: -3043.829589268454 || Iter Time:0.018512964248657227 || Total time:33.39824175834656 Loading and distributing data: 0.000166 seconds (141 allocations: 13.242 KiB) Iteration: 1399 || Clusters count: 12 || Log posterior: -3080.199100918928 || Iter Time:0.00711512565612793 || Total time:33.405356884002686 Iteration: 1400 || Clusters count: 12 || Log posterior: -3066.5005351690356 || Iter Time:0.018334150314331055 || Total time:33.42369103431702 Loading and distributing data: 0.000153 seconds (141 allocations: 13.211 KiB) Iteration: 1401 || Clusters count: 13 || Log posterior: -3095.652531914713 || Iter Time:0.007327079772949219 || Total time:33.431018114089966 Iteration: 1402 || Clusters count: 13 || Log posterior: -3087.676357735943 || Iter Time:0.018879175186157227 || Total time:33.44989728927612 Loading and distributing data: 0.000147 seconds (141 allocations: 13.242 KiB) Iteration: 1403 || Clusters count: 13 || Log posterior: -3090.925526033573 || Iter 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Iteration: 1409 || Clusters count: 12 || Log posterior: -3108.75576886995 || Iter Time:0.006708860397338867 || Total time:33.53176283836365 Iteration: 1410 || Clusters count: 12 || Log posterior: -3082.5264159821895 || Iter Time:0.017917156219482422 || Total time:33.54967999458313 Loading and distributing data: 0.000136 seconds (141 allocations: 13.211 KiB) Iteration: 1411 || Clusters count: 12 || Log posterior: -3126.10962137374 || Iter Time:0.006604909896850586 || Total time:33.55628490447998 Iteration: 1412 || Clusters count: 12 || Log posterior: -3105.1461002946053 || Iter Time:0.01779007911682129 || Total time:33.5740749835968 Loading and distributing data: 0.000145 seconds (141 allocations: 13.211 KiB) Iteration: 1413 || Clusters count: 12 || Log posterior: -3103.2735097227355 || Iter Time:0.0065920352935791016 || Total time:33.58066701889038 Iteration: 1414 || Clusters count: 12 || Log posterior: -3092.759797566021 || Iter Time:0.017879962921142578 || Total 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KiB) Iteration: 1431 || Clusters count: 13 || Log posterior: -3094.3636693049375 || Iter Time:0.007328033447265625 || Total time:33.82408142089844 Iteration: 1432 || Clusters count: 12 || Log posterior: -3070.734664152401 || Iter Time:0.019113779067993164 || Total time:33.84319519996643 Loading and distributing data: 0.000157 seconds (141 allocations: 13.211 KiB) Iteration: 1433 || Clusters count: 12 || Log posterior: -3090.745719031847 || Iter Time:0.006688833236694336 || Total time:33.849884033203125 Iteration: 1434 || Clusters count: 12 || Log posterior: -3087.9956939574845 || Iter Time:0.017762184143066406 || Total time:33.86764621734619 Loading and distributing data: 0.000162 seconds (141 allocations: 13.211 KiB) Iteration: 1435 || Clusters count: 12 || Log posterior: -3098.827503209725 || Iter Time:0.0067980289459228516 || Total time:33.874444246292114 Iteration: 1436 || Clusters count: 12 || Log posterior: -3065.3016564916784 || Iter Time:0.018400192260742188 || Total 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12 || Log posterior: -3059.125455395682 || Iter Time:0.017711877822875977 || Total time:33.96677851676941 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1443 || Clusters count: 12 || Log posterior: -3047.094546652021 || Iter Time:0.008867979049682617 || Total time:33.97564649581909 Iteration: 1444 || Clusters count: 12 || Log posterior: -3025.6795103678633 || Iter Time:0.01975703239440918 || Total time:33.9954035282135 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 1445 || Clusters count: 12 || Log posterior: -3029.3678641616343 || Iter Time:0.008014202117919922 || Total time:34.00341773033142 Iteration: 1446 || Clusters count: 12 || Log posterior: -3006.0261090760105 || Iter Time:0.022500991821289062 || Total time:34.02591872215271 Loading and distributing data: 0.000148 seconds (141 allocations: 13.242 KiB) Iteration: 1447 || Clusters count: 12 || Log posterior: -3070.0559633643275 || Iter 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Iteration: 1453 || Clusters count: 12 || Log posterior: -3079.461886979869 || Iter Time:0.0070841312408447266 || Total time:34.123042821884155 Iteration: 1454 || Clusters count: 12 || Log posterior: -3069.2222462516324 || Iter Time:0.018168926239013672 || Total time:34.14121174812317 Loading and distributing data: 0.000175 seconds (141 allocations: 13.242 KiB) Iteration: 1455 || Clusters count: 12 || Log posterior: -3035.426033764768 || Iter Time:0.029620885848999023 || Total time:34.17083263397217 Iteration: 1456 || Clusters count: 12 || Log posterior: -3022.3130898538698 || Iter Time:0.01940298080444336 || Total time:34.19023561477661 Loading and distributing data: 0.000189 seconds (141 allocations: 13.242 KiB) Iteration: 1457 || Clusters count: 12 || Log posterior: -3071.4574450289956 || Iter Time:0.008059024810791016 || Total time:34.1982946395874 Iteration: 1458 || Clusters count: 12 || Log posterior: -3059.3701477686564 || Iter Time:0.018640995025634766 || Total 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KiB) Iteration: 1475 || Clusters count: 12 || Log posterior: -3059.208699896243 || Iter Time:0.007111787796020508 || Total time:34.426849365234375 Iteration: 1476 || Clusters count: 12 || Log posterior: -3039.746128571007 || Iter Time:0.017986059188842773 || Total time:34.44483542442322 Loading and distributing data: 0.000172 seconds (141 allocations: 13.242 KiB) Iteration: 1477 || Clusters count: 13 || Log posterior: -3076.6929047385647 || Iter Time:0.00699305534362793 || Total time:34.451828479766846 Iteration: 1478 || Clusters count: 13 || Log posterior: -3071.774427522184 || Iter Time:0.018637895584106445 || Total time:34.47046637535095 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1479 || Clusters count: 12 || Log posterior: -3053.708783824225 || Iter Time:0.006983041763305664 || Total time:34.47744941711426 Iteration: 1480 || Clusters count: 12 || Log posterior: -3047.6553724554115 || Iter Time:0.018717050552368164 || Total 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12 || Log posterior: -3060.1293132150904 || Iter Time:0.01847386360168457 || Total time:34.572285413742065 Loading and distributing data: 0.000187 seconds (141 allocations: 13.242 KiB) Iteration: 1487 || Clusters count: 12 || Log posterior: -3096.751127759251 || Iter Time:0.006482839584350586 || Total time:34.578768253326416 Iteration: 1488 || Clusters count: 12 || Log posterior: -3068.1298022423916 || Iter Time:0.017879962921142578 || Total time:34.59664821624756 Loading and distributing data: 0.000187 seconds (141 allocations: 13.242 KiB) Iteration: 1489 || Clusters count: 12 || Log posterior: -3057.913686708664 || Iter Time:0.029170989990234375 || Total time:34.62581920623779 Iteration: 1490 || Clusters count: 12 || Log posterior: -3029.930319888627 || Iter Time:0.02066206932067871 || Total time:34.64648127555847 Loading and distributing data: 0.000178 seconds (141 allocations: 13.242 KiB) Iteration: 1491 || Clusters count: 12 || Log posterior: -3064.645482071069 || Iter 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Iteration: 1497 || Clusters count: 12 || Log posterior: -3083.182669232613 || Iter Time:0.006934165954589844 || Total time:34.73180961608887 Iteration: 1498 || Clusters count: 12 || Log posterior: -3052.447789607778 || Iter Time:0.017774105072021484 || Total time:34.74958372116089 Loading and distributing data: 0.000151 seconds (141 allocations: 13.211 KiB) Iteration: 1499 || Clusters count: 12 || Log posterior: -3037.7400966633445 || Iter Time:0.006985187530517578 || Total time:34.756568908691406 Iteration: 1500 || Clusters count: 12 || Log posterior: -3016.9322506956955 || Iter Time:0.018095970153808594 || Total time:34.774664878845215 Loading and distributing data: 0.000175 seconds (141 allocations: 13.242 KiB) Iteration: 1501 || Clusters count: 12 || Log posterior: -3051.5315141120295 || Iter Time:0.006981849670410156 || Total time:34.781646728515625 Iteration: 1502 || Clusters count: 12 || Log posterior: -3016.7821763279417 || Iter Time:0.01766180992126465 || Total 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Iteration: 1519 || Clusters count: 12 || Log posterior: -3088.2152646292743 || Iter Time:0.006942033767700195 || Total time:35.00415658950806 Iteration: 1520 || Clusters count: 12 || Log posterior: -3065.3294370339668 || Iter Time:0.018121957778930664 || Total time:35.02227854728699 Loading and distributing data: 0.000184 seconds (141 allocations: 13.242 KiB) Iteration: 1521 || Clusters count: 12 || Log posterior: -3046.6766666631665 || Iter Time:0.007245063781738281 || Total time:35.029523611068726 Iteration: 1522 || Clusters count: 12 || Log posterior: -3045.2006342740815 || Iter Time:0.01788496971130371 || Total time:35.04740858078003 Loading and distributing data: 0.000181 seconds (141 allocations: 13.242 KiB) Iteration: 1523 || Clusters count: 12 || Log posterior: -3085.4560890497783 || Iter Time:0.027118206024169922 || Total time:35.0745267868042 Iteration: 1524 || Clusters count: 12 || Log posterior: -3081.4418617354445 || Iter Time:0.01777505874633789 || Total 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Log posterior: -3046.4076946115183 || Iter Time:0.017867088317871094 || Total time:35.16517972946167 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1531 || Clusters count: 12 || Log posterior: -3055.0075465316813 || Iter Time:0.00712895393371582 || Total time:35.172308683395386 Iteration: 1532 || Clusters count: 12 || Log posterior: -3044.322593021162 || Iter Time:0.018648862838745117 || Total time:35.19095754623413 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1533 || Clusters count: 12 || Log posterior: -3077.3614150735198 || Iter Time:0.006493091583251953 || Total time:35.19745063781738 Iteration: 1534 || Clusters count: 12 || Log posterior: -3058.4840173804864 || Iter Time:0.018141984939575195 || Total time:35.21559262275696 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1535 || Clusters count: 12 || Log posterior: -3062.9537386119587 || Iter 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Iteration: 1541 || Clusters count: 12 || Log posterior: -3041.8582716657966 || Iter Time:0.008188962936401367 || Total time:35.30017018318176 Iteration: 1542 || Clusters count: 12 || Log posterior: -3030.143163910226 || Iter Time:0.018584012985229492 || Total time:35.31875419616699 Loading and distributing data: 0.000157 seconds (141 allocations: 13.211 KiB) Iteration: 1543 || Clusters count: 12 || Log posterior: -3062.9844079715367 || Iter Time:0.00716400146484375 || Total time:35.325918197631836 Iteration: 1544 || Clusters count: 12 || Log posterior: -3043.097537470975 || Iter Time:0.018455028533935547 || Total time:35.34437322616577 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1545 || Clusters count: 12 || Log posterior: -3060.4691170956407 || Iter Time:0.00717616081237793 || Total time:35.35154938697815 Iteration: 1546 || Clusters count: 12 || Log posterior: -3042.32224112657 || Iter Time:0.018594026565551758 || Total 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|| Log posterior: -3077.5282417743465 || Iter Time:0.01929616928100586 || Total time:35.44906258583069 Loading and distributing data: 0.000148 seconds (141 allocations: 13.242 KiB) Iteration: 1553 || Clusters count: 12 || Log posterior: -3044.513402325402 || Iter Time:0.0067369937896728516 || Total time:35.45579957962036 Iteration: 1554 || Clusters count: 12 || Log posterior: -3025.0464803015943 || Iter Time:0.018931865692138672 || Total time:35.4747314453125 Loading and distributing data: 0.000177 seconds (141 allocations: 13.242 KiB) Iteration: 1555 || Clusters count: 12 || Log posterior: -3040.7465666459657 || Iter Time:0.007068157196044922 || Total time:35.481799602508545 Iteration: 1556 || Clusters count: 12 || Log posterior: -3024.5755249194403 || Iter Time:0.018325090408325195 || Total time:35.50012469291687 Loading and distributing data: 0.000329 seconds (141 allocations: 13.211 KiB) Iteration: 1557 || Clusters count: 12 || Log posterior: -3064.8609437771343 || Iter 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Iteration: 1563 || Clusters count: 12 || Log posterior: -3043.3972474247144 || Iter Time:0.007131099700927734 || Total time:35.583550453186035 Iteration: 1564 || Clusters count: 12 || Log posterior: -3015.9911130180035 || Iter Time:0.018947124481201172 || Total time:35.602497577667236 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1565 || Clusters count: 12 || Log posterior: -3040.7243880765186 || Iter Time:0.007883071899414062 || Total time:35.61038064956665 Iteration: 1566 || Clusters count: 12 || Log posterior: -3024.5633502484657 || Iter Time:0.018665075302124023 || Total time:35.629045724868774 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 1567 || Clusters count: 12 || Log posterior: -3061.099212311245 || Iter Time:0.007145881652832031 || Total time:35.636191606521606 Iteration: 1568 || Clusters count: 12 || Log posterior: -3036.4783079274152 || Iter Time:0.018484830856323242 || Total 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Time:0.006779193878173828 || Total time:35.79547119140625 Iteration: 1580 || Clusters count: 12 || Log posterior: -3079.3789419964332 || Iter Time:0.018397092819213867 || Total time:35.813868284225464 Loading and distributing data: 0.000149 seconds (141 allocations: 13.211 KiB) Iteration: 1581 || Clusters count: 12 || Log posterior: -3094.162855570069 || Iter Time:0.007127046585083008 || Total time:35.82099533081055 Iteration: 1582 || Clusters count: 12 || Log posterior: -3076.548107283722 || Iter Time:0.017960071563720703 || Total time:35.83895540237427 Loading and distributing data: 0.000144 seconds (141 allocations: 13.242 KiB) Iteration: 1583 || Clusters count: 12 || Log posterior: -3055.850303159349 || Iter Time:0.0076389312744140625 || Total time:35.84659433364868 Iteration: 1584 || Clusters count: 12 || Log posterior: -3050.5644568138214 || Iter Time:0.027473926544189453 || Total time:35.87406826019287 Loading and distributing data: 0.000174 seconds (141 allocations: 13.242 KiB) Iteration: 1585 || Clusters count: 12 || Log posterior: -3085.855865249554 || Iter Time:0.009240865707397461 || Total time:35.88330912590027 Iteration: 1586 || Clusters count: 12 || Log posterior: -3041.9591972069347 || Iter Time:0.02371692657470703 || Total time:35.907026052474976 Loading and distributing data: 0.000168 seconds (141 allocations: 13.242 KiB) Iteration: 1587 || Clusters count: 12 || Log posterior: -3089.001809539867 || Iter Time:0.010429859161376953 || Total time:35.91745591163635 Iteration: 1588 || Clusters count: 12 || Log posterior: -3075.1348811625126 || Iter Time:0.025710105895996094 || Total time:35.94316601753235 Loading and distributing data: 0.000179 seconds (141 allocations: 13.242 KiB) Iteration: 1589 || Clusters count: 12 || Log posterior: -3070.385623942958 || Iter Time:0.009585142135620117 || Total time:35.95275115966797 Iteration: 1590 || Clusters count: 12 || Log posterior: -3060.0597725163807 || Iter Time:0.05055499076843262 || Total 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|| Log posterior: -3032.545187957138 || Iter Time:0.01923394203186035 || Total time:36.09831094741821 Loading and distributing data: 0.000149 seconds (141 allocations: 13.211 KiB) Iteration: 1597 || Clusters count: 12 || Log posterior: -3117.7431994893795 || Iter Time:0.006476879119873047 || Total time:36.104787826538086 Iteration: 1598 || Clusters count: 12 || Log posterior: -3085.007728493023 || Iter Time:0.017544984817504883 || Total time:36.12233281135559 Loading and distributing data: 0.000141 seconds (141 allocations: 13.211 KiB) Iteration: 1599 || Clusters count: 12 || Log posterior: -3082.164302333198 || Iter Time:0.006325960159301758 || Total time:36.12865877151489 Iteration: 1600 || Clusters count: 12 || Log posterior: -3056.6378794880497 || Iter Time:0.025799989700317383 || Total time:36.15445876121521 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 1601 || Clusters count: 12 || Log posterior: -3048.655447314713 || Iter 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Iteration: 1607 || Clusters count: 12 || Log posterior: -3061.641362936589 || Iter Time:0.009479045867919922 || Total time:36.273767709732056 Iteration: 1608 || Clusters count: 12 || Log posterior: -3050.879662371909 || Iter Time:0.0187070369720459 || Total time:36.2924747467041 Loading and distributing data: 0.000148 seconds (141 allocations: 13.211 KiB) Iteration: 1609 || Clusters count: 12 || Log posterior: -3084.2346661382417 || Iter Time:0.006567955017089844 || Total time:36.29904270172119 Iteration: 1610 || Clusters count: 12 || Log posterior: -3070.0667165602954 || Iter Time:0.017609834671020508 || Total time:36.31665253639221 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1611 || Clusters count: 12 || Log posterior: -3047.0875960165185 || Iter Time:0.006711006164550781 || Total time:36.32336354255676 Iteration: 1612 || Clusters count: 12 || Log posterior: -3033.2181681438415 || Iter Time:0.017709016799926758 || Total 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Iteration: 1651 || Clusters count: 12 || Log posterior: -3057.2035486519594 || Iter Time:0.006346940994262695 || Total time:36.83545923233032 Iteration: 1652 || Clusters count: 12 || Log posterior: -3040.4832543778953 || Iter Time:0.017889976501464844 || Total time:36.85334920883179 Loading and distributing data: 0.000188 seconds (141 allocations: 13.242 KiB) Iteration: 1653 || Clusters count: 12 || Log posterior: -3007.112943620578 || Iter Time:0.0065729618072509766 || Total time:36.85992217063904 Iteration: 1654 || Clusters count: 12 || Log posterior: -2995.4929473062657 || Iter Time:0.017329931259155273 || Total time:36.87725210189819 Loading and distributing data: 0.000170 seconds (141 allocations: 13.242 KiB) Iteration: 1655 || Clusters count: 12 || Log posterior: -3051.509367894099 || Iter Time:0.0059239864349365234 || Total time:36.88317608833313 Iteration: 1656 || Clusters count: 12 || Log posterior: -3036.2061587773055 || Iter Time:0.017345905303955078 || Total 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Iteration: 1673 || Clusters count: 12 || Log posterior: -3004.0941024106005 || Iter Time:0.006438016891479492 || Total time:37.126105070114136 Iteration: 1674 || Clusters count: 12 || Log posterior: -2988.3819355214337 || Iter Time:0.017492055892944336 || Total time:37.14359712600708 Loading and distributing data: 0.000143 seconds (141 allocations: 13.211 KiB) Iteration: 1675 || Clusters count: 12 || Log posterior: -3049.1796398405595 || Iter Time:0.006592988967895508 || Total time:37.150190114974976 Iteration: 1676 || Clusters count: 12 || Log posterior: -3035.4256509008796 || Iter Time:0.017589807510375977 || Total time:37.16777992248535 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1677 || Clusters count: 12 || Log posterior: -3034.73108780267 || Iter Time:0.00741887092590332 || Total time:37.175198793411255 Iteration: 1678 || Clusters count: 12 || Log posterior: -3021.7666325620926 || Iter Time:0.01779007911682129 || Total 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Iteration: 1717 || Clusters count: 12 || Log posterior: -3066.5766707444423 || Iter Time:0.009804010391235352 || Total time:37.76953673362732 Iteration: 1718 || Clusters count: 12 || Log posterior: -3047.297589941672 || Iter Time:0.0245511531829834 || Total time:37.7940878868103 Loading and distributing data: 0.000167 seconds (141 allocations: 13.242 KiB) Iteration: 1719 || Clusters count: 12 || Log posterior: -3102.141271407206 || Iter Time:0.009157896041870117 || Total time:37.80324578285217 Iteration: 1720 || Clusters count: 12 || Log posterior: -3084.820535930357 || Iter Time:0.029092073440551758 || Total time:37.832337856292725 Loading and distributing data: 0.000191 seconds (141 allocations: 13.242 KiB) Iteration: 1721 || Clusters count: 12 || Log posterior: -3103.1894365157345 || Iter Time:0.010289907455444336 || Total time:37.84262776374817 Iteration: 1722 || Clusters count: 12 || Log posterior: -3074.2596703557447 || Iter Time:0.02765202522277832 || Total 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|| Log posterior: -3016.3171563007504 || Iter Time:0.041239023208618164 || Total time:37.990139961242676 Loading and distributing data: 0.000173 seconds (141 allocations: 13.242 KiB) Iteration: 1729 || Clusters count: 12 || Log posterior: -3010.7908123935385 || Iter Time:0.007109880447387695 || Total time:37.99724984169006 Iteration: 1730 || Clusters count: 12 || Log posterior: -2992.4846740929675 || Iter Time:0.018910884857177734 || Total time:38.01616072654724 Loading and distributing data: 0.000177 seconds (141 allocations: 13.242 KiB) Iteration: 1731 || Clusters count: 12 || Log posterior: -3026.2443039873415 || Iter Time:0.007066965103149414 || Total time:38.02322769165039 Iteration: 1732 || Clusters count: 12 || Log posterior: -3005.4218194486007 || Iter Time:0.018728017807006836 || Total time:38.0419557094574 Loading and distributing data: 0.000166 seconds (141 allocations: 13.242 KiB) Iteration: 1733 || Clusters count: 12 || Log posterior: -3047.753622580239 || Iter 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Iteration: 1739 || Clusters count: 12 || Log posterior: -3065.9335017133903 || Iter Time:0.00660395622253418 || Total time:38.13710951805115 Iteration: 1740 || Clusters count: 12 || Log posterior: -3040.358379488691 || Iter Time:0.017956972122192383 || Total time:38.15506649017334 Loading and distributing data: 0.000140 seconds (141 allocations: 13.211 KiB) Iteration: 1741 || Clusters count: 12 || Log posterior: -3060.9941485460367 || Iter Time:0.006326913833618164 || Total time:38.16139340400696 Iteration: 1742 || Clusters count: 12 || Log posterior: -3039.5046591727732 || Iter Time:0.017770051956176758 || Total time:38.179163455963135 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1743 || Clusters count: 12 || Log posterior: -3047.685645617833 || Iter Time:0.006185054779052734 || Total time:38.18534851074219 Iteration: 1744 || Clusters count: 12 || Log posterior: -3036.7321047900555 || Iter Time:0.01798105239868164 || Total 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12 || Log posterior: -3011.0124765685523 || Iter Time:0.018008947372436523 || Total time:38.27711248397827 Loading and distributing data: 0.000191 seconds (141 allocations: 13.242 KiB) Iteration: 1751 || Clusters count: 12 || Log posterior: -3048.2871345036224 || Iter Time:0.006691932678222656 || Total time:38.283804416656494 Iteration: 1752 || Clusters count: 12 || Log posterior: -3016.448545945398 || Iter Time:0.018656015396118164 || Total time:38.30246043205261 Loading and distributing data: 0.000177 seconds (141 allocations: 13.242 KiB) Iteration: 1753 || Clusters count: 12 || Log posterior: -3008.6740820624505 || Iter Time:0.009679079055786133 || Total time:38.3121395111084 Iteration: 1754 || Clusters count: 12 || Log posterior: -2991.509376705897 || Iter Time:0.02640509605407715 || Total time:38.338544607162476 Loading and distributing data: 0.000175 seconds (141 allocations: 13.242 KiB) Iteration: 1755 || Clusters count: 13 || Log posterior: -3062.7202348857495 || Iter 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Iteration: 1783 || Clusters count: 12 || Log posterior: -3114.4325007842035 || Iter Time:0.006770133972167969 || Total time:38.75006556510925 Iteration: 1784 || Clusters count: 12 || Log posterior: -3083.5691475109943 || Iter Time:0.018101930618286133 || Total time:38.76816749572754 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1785 || Clusters count: 12 || Log posterior: -3110.4543454013965 || Iter Time:0.0065610408782958984 || Total time:38.774728536605835 Iteration: 1786 || Clusters count: 12 || Log posterior: -3096.0332953242555 || Iter Time:0.017894983291625977 || Total time:38.79262351989746 Loading and distributing data: 0.000179 seconds (141 allocations: 13.242 KiB) Iteration: 1787 || Clusters count: 12 || Log posterior: -3087.181801451767 || Iter Time:0.006590127944946289 || Total time:38.79921364784241 Iteration: 1788 || Clusters count: 12 || Log posterior: -3065.865495878383 || Iter Time:0.017915964126586914 || Total 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12 || Log posterior: -3057.2037945811894 || Iter Time:0.01804804801940918 || Total time:38.89100646972656 Loading and distributing data: 0.000169 seconds (141 allocations: 13.242 KiB) Iteration: 1795 || Clusters count: 12 || Log posterior: -3087.989345583679 || Iter Time:0.006558895111083984 || Total time:38.89756536483765 Iteration: 1796 || Clusters count: 12 || Log posterior: -3069.3456317543923 || Iter Time:0.018252134323120117 || Total time:38.91581749916077 Loading and distributing data: 0.000175 seconds (141 allocations: 13.242 KiB) Iteration: 1797 || Clusters count: 12 || Log posterior: -3067.8016420241484 || Iter Time:0.0073549747467041016 || Total time:38.92317247390747 Iteration: 1798 || Clusters count: 12 || Log posterior: -3038.6144654686004 || Iter Time:0.039399147033691406 || Total time:38.96257162094116 Loading and distributing data: 0.000173 seconds (141 allocations: 13.242 KiB) Iteration: 1799 || Clusters count: 12 || Log posterior: -3106.1814254747537 || Iter 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Iteration: 1805 || Clusters count: 12 || Log posterior: -3016.9031249778855 || Iter Time:0.006587982177734375 || Total time:39.04474854469299 Iteration: 1806 || Clusters count: 12 || Log posterior: -3002.167090279835 || Iter Time:0.01778697967529297 || Total time:39.062535524368286 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1807 || Clusters count: 12 || Log posterior: -3077.17631470928 || Iter Time:0.006560087203979492 || Total time:39.069095611572266 Iteration: 1808 || Clusters count: 12 || Log posterior: -3056.4686661801734 || Iter Time:0.018223047256469727 || Total time:39.087318658828735 Loading and distributing data: 0.000148 seconds (141 allocations: 13.211 KiB) Iteration: 1809 || Clusters count: 12 || Log posterior: -3032.4365308614633 || Iter Time:0.006525993347167969 || Total time:39.0938446521759 Iteration: 1810 || Clusters count: 12 || Log posterior: -3021.6288866408822 || Iter Time:0.0233609676361084 || Total 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|| Log posterior: -3010.4620003723926 || Iter Time:0.01837301254272461 || Total time:39.215370655059814 Loading and distributing data: 0.000175 seconds (141 allocations: 13.242 KiB) Iteration: 1817 || Clusters count: 12 || Log posterior: -3059.7402122533763 || Iter Time:0.006793975830078125 || Total time:39.22216463088989 Iteration: 1818 || Clusters count: 12 || Log posterior: -3044.4474107771393 || Iter Time:0.018234968185424805 || Total time:39.24039959907532 Loading and distributing data: 0.000190 seconds (141 allocations: 13.242 KiB) Iteration: 1819 || Clusters count: 12 || Log posterior: -3074.780203398397 || Iter Time:0.0066699981689453125 || Total time:39.24706959724426 Iteration: 1820 || Clusters count: 12 || Log posterior: -3040.080155884003 || Iter Time:0.018698930740356445 || Total time:39.26576852798462 Loading and distributing data: 0.000178 seconds (141 allocations: 13.242 KiB) Iteration: 1821 || Clusters count: 12 || Log posterior: -3057.4258335417853 || Iter Time:0.006774187088012695 || Total time:39.27254271507263 Iteration: 1822 || Clusters count: 12 || Log posterior: -3036.9355555617203 || Iter Time:0.018173933029174805 || Total time:39.29071664810181 Loading and distributing data: 0.000172 seconds (141 allocations: 13.242 KiB) Iteration: 1823 || Clusters count: 12 || Log posterior: -3066.865074945331 || Iter Time:0.006621837615966797 || Total time:39.29733848571777 Iteration: 1824 || Clusters count: 12 || Log posterior: -3051.359387763311 || Iter Time:0.018297910690307617 || Total time:39.31563639640808 Loading and distributing data: 0.000174 seconds (141 allocations: 13.242 KiB) Iteration: 1825 || Clusters count: 12 || Log posterior: -3086.889713641545 || Iter Time:0.007019996643066406 || Total time:39.32265639305115 Iteration: 1826 || Clusters count: 12 || Log posterior: -3064.12565140549 || Iter Time:0.018162012100219727 || Total time:39.34081840515137 Loading and distributing data: 0.000174 seconds (141 allocations: 13.242 KiB) Iteration: 1827 || Clusters count: 12 || Log posterior: -3078.8696944051835 || Iter Time:0.007092952728271484 || Total time:39.34791135787964 Iteration: 1828 || Clusters count: 12 || Log posterior: -3058.526024012337 || Iter Time:0.01835012435913086 || Total time:39.36626148223877 Loading and distributing data: 0.000181 seconds (141 allocations: 13.242 KiB) Iteration: 1829 || Clusters count: 12 || Log posterior: -3045.78793662194 || Iter Time:0.007200956344604492 || Total time:39.373462438583374 Iteration: 1830 || Clusters count: 12 || Log posterior: -3030.432781760191 || Iter Time:0.018610000610351562 || Total time:39.392072439193726 Loading and distributing data: 0.000173 seconds (141 allocations: 13.242 KiB) Iteration: 1831 || Clusters count: 12 || Log posterior: -3082.530743174349 || Iter Time:0.007171154022216797 || Total time:39.39924359321594 Iteration: 1832 || Clusters count: 12 || Log posterior: -3050.0757854068747 || Iter Time:0.046253204345703125 || Total 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12 || Log posterior: -3074.687423973782 || Iter Time:0.027220964431762695 || Total time:39.55931615829468 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1839 || Clusters count: 12 || Log posterior: -3044.4635270251865 || Iter Time:0.009181022644042969 || Total time:39.56849718093872 Iteration: 1840 || Clusters count: 12 || Log posterior: -3020.989192998754 || Iter Time:0.0266721248626709 || Total time:39.59516930580139 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1841 || Clusters count: 12 || Log posterior: -3099.988064689357 || Iter Time:0.009361982345581055 || Total time:39.60453128814697 Iteration: 1842 || Clusters count: 12 || Log posterior: -3077.0609103915745 || Iter Time:0.026844024658203125 || Total time:39.631375312805176 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1843 || Clusters count: 12 || Log posterior: -3079.282613250738 || Iter 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Iteration: 1849 || Clusters count: 12 || Log posterior: -2978.9973272529246 || Iter Time:0.010457992553710938 || Total time:39.76049447059631 Iteration: 1850 || Clusters count: 12 || Log posterior: -2972.2717642393854 || Iter Time:0.02913689613342285 || Total time:39.789631366729736 Loading and distributing data: 0.000199 seconds (141 allocations: 13.242 KiB) Iteration: 1851 || Clusters count: 12 || Log posterior: -2955.511237884157 || Iter Time:0.010637998580932617 || Total time:39.80026936531067 Iteration: 1852 || Clusters count: 12 || Log posterior: -2937.829019865664 || Iter Time:0.028200864791870117 || Total time:39.82847023010254 Loading and distributing data: 0.000177 seconds (141 allocations: 13.242 KiB) Iteration: 1853 || Clusters count: 12 || Log posterior: -3008.199712357125 || Iter Time:0.010469913482666016 || Total time:39.838940143585205 Iteration: 1854 || Clusters count: 12 || Log posterior: -2974.2594133662765 || Iter Time:0.028126001358032227 || Total time:39.86706614494324 Loading and distributing data: 0.000182 seconds (141 allocations: 13.242 KiB) Iteration: 1855 || Clusters count: 12 || Log posterior: -3060.120960496327 || Iter Time:0.010085105895996094 || Total time:39.87715125083923 Iteration: 1856 || Clusters count: 12 || Log posterior: -3033.5346438303513 || Iter Time:0.026884078979492188 || Total time:39.904035329818726 Loading and distributing data: 0.000185 seconds (141 allocations: 13.242 KiB) Iteration: 1857 || Clusters count: 12 || Log posterior: -3094.378634484569 || Iter Time:0.011394023895263672 || Total time:39.91542935371399 Iteration: 1858 || Clusters count: 12 || Log posterior: -3091.4945544647385 || Iter Time:0.02908802032470703 || Total time:39.944517374038696 Loading and distributing data: 0.000198 seconds (141 allocations: 13.242 KiB) Iteration: 1859 || Clusters count: 12 || Log posterior: -3103.8835707613543 || Iter Time:0.011448860168457031 || Total time:39.95596623420715 Iteration: 1860 || Clusters count: 12 || Log posterior: -3075.8677180081945 || Iter Time:0.029506921768188477 || Total time:39.98547315597534 Loading and distributing data: 0.000186 seconds (141 allocations: 13.242 KiB) Iteration: 1861 || Clusters count: 12 || Log posterior: -3093.0199765600446 || Iter Time:0.010728836059570312 || Total time:39.99620199203491 Iteration: 1862 || Clusters count: 12 || Log posterior: -3082.124444717157 || Iter Time:0.02932906150817871 || Total time:40.02553105354309 Loading and distributing data: 0.000189 seconds (141 allocations: 13.242 KiB) Iteration: 1863 || Clusters count: 12 || Log posterior: -3069.7483325461417 || Iter Time:0.012053966522216797 || Total time:40.03758502006531 Iteration: 1864 || Clusters count: 12 || Log posterior: -3046.9248494294698 || Iter Time:0.03135514259338379 || Total time:40.06894016265869 Loading and distributing data: 0.000209 seconds (141 allocations: 13.242 KiB) Iteration: 1865 || Clusters count: 12 || Log posterior: -3071.1429593347416 || Iter Time:0.010869979858398438 || Total time:40.07981014251709 Iteration: 1866 || Clusters count: 12 || Log posterior: -3056.755785107442 || Iter Time:0.028095006942749023 || Total time:40.10790514945984 Loading and distributing data: 0.000211 seconds (141 allocations: 13.242 KiB) Iteration: 1867 || Clusters count: 13 || Log posterior: -3033.0806605359376 || Iter Time:0.03833889961242676 || Total time:40.146244049072266 Iteration: 1868 || Clusters count: 13 || Log posterior: -3004.3799298151666 || Iter Time:0.028005123138427734 || Total time:40.17424917221069 Loading and distributing data: 0.000184 seconds (141 allocations: 13.242 KiB) Iteration: 1869 || Clusters count: 13 || Log posterior: -3010.3273184271166 || Iter Time:0.010365962982177734 || Total time:40.18461513519287 Iteration: 1870 || Clusters count: 12 || Log posterior: -2987.668331464907 || Iter Time:0.02905893325805664 || Total time:40.21367406845093 Loading and distributing data: 0.000188 seconds (141 allocations: 13.242 KiB) Iteration: 1871 || Clusters count: 12 || Log posterior: -3036.916676516805 || Iter Time:0.009104013442993164 || Total time:40.22277808189392 Iteration: 1872 || Clusters count: 12 || Log posterior: -3014.000418597907 || Iter Time:0.026797056198120117 || Total time:40.24957513809204 Loading and distributing data: 0.000185 seconds (141 allocations: 13.242 KiB) Iteration: 1873 || Clusters count: 12 || Log posterior: -3127.648345167033 || Iter Time:0.009611129760742188 || Total time:40.25918626785278 Iteration: 1874 || Clusters count: 12 || Log posterior: -3101.9107439933928 || Iter Time:0.02613997459411621 || Total time:40.2853262424469 Loading and distributing data: 0.000183 seconds (141 allocations: 13.242 KiB) Iteration: 1875 || Clusters count: 12 || Log posterior: -3104.6304112148646 || Iter Time:0.009329795837402344 || Total time:40.2946560382843 Iteration: 1876 || Clusters count: 12 || Log posterior: -3085.3409279016714 || Iter Time:0.02604198455810547 || Total time:40.32069802284241 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1877 || Clusters count: 12 || Log posterior: -3124.4517502530925 || Iter Time:0.010004043579101562 || Total time:40.33070206642151 Iteration: 1878 || Clusters count: 12 || Log posterior: -3100.1971055141835 || Iter Time:0.0269620418548584 || Total time:40.35766410827637 Loading and distributing data: 0.000179 seconds (141 allocations: 13.242 KiB) Iteration: 1879 || Clusters count: 12 || Log posterior: -3056.5398366969616 || Iter Time:0.010561943054199219 || Total time:40.368226051330566 Iteration: 1880 || Clusters count: 12 || Log posterior: -3049.418141617754 || Iter Time:0.029867172241210938 || Total time:40.39809322357178 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1881 || Clusters count: 12 || Log posterior: -3047.802455312904 || Iter Time:0.011831045150756836 || Total time:40.409924268722534 Iteration: 1882 || Clusters count: 12 || Log posterior: -3033.0498673463826 || Iter Time:0.028927087783813477 || Total time:40.43885135650635 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1883 || Clusters count: 12 || Log posterior: -3169.2369166703925 || Iter Time:0.011089801788330078 || Total time:40.44994115829468 Iteration: 1884 || Clusters count: 12 || Log posterior: -3125.7736542241973 || Iter Time:0.02789592742919922 || Total time:40.47783708572388 Loading and distributing data: 0.000199 seconds (141 allocations: 13.242 KiB) Iteration: 1885 || Clusters count: 12 || Log posterior: -3103.619196135369 || Iter Time:0.010838031768798828 || Total time:40.488675117492676 Iteration: 1886 || Clusters count: 12 || Log posterior: -3063.7092856408826 || Iter Time:0.03016805648803711 || Total time:40.51884317398071 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1887 || Clusters count: 12 || Log posterior: -3068.820280769308 || Iter Time:0.01087188720703125 || Total time:40.529715061187744 Iteration: 1888 || Clusters count: 12 || Log posterior: -3054.8371274478327 || Iter Time:0.03100299835205078 || Total time:40.560718059539795 Loading and distributing data: 0.000192 seconds (141 allocations: 13.242 KiB) Iteration: 1889 || Clusters count: 12 || Log posterior: -3086.10119680586 || Iter Time:0.011200904846191406 || Total time:40.571918964385986 Iteration: 1890 || Clusters count: 12 || Log posterior: -3068.0694229125056 || Iter Time:0.028192996978759766 || Total time:40.600111961364746 Loading and distributing data: 0.000187 seconds (141 allocations: 13.242 KiB) Iteration: 1891 || Clusters count: 12 || Log posterior: -3020.293023767346 || Iter Time:0.011110782623291016 || Total time:40.61122274398804 Iteration: 1892 || Clusters count: 12 || Log posterior: -3001.92761899219 || Iter Time:0.027445077896118164 || Total time:40.638667821884155 Loading and distributing data: 0.000187 seconds (141 allocations: 13.242 KiB) Iteration: 1893 || Clusters count: 13 || Log posterior: -3010.5974121907097 || Iter Time:0.010432004928588867 || Total time:40.649099826812744 Iteration: 1894 || Clusters count: 12 || Log posterior: -2999.0270393253686 || Iter Time:0.027738094329833984 || Total time:40.67683792114258 Loading and distributing data: 0.000179 seconds (141 allocations: 13.242 KiB) Iteration: 1895 || Clusters count: 12 || Log posterior: -3048.3924241129585 || Iter Time:0.009374856948852539 || Total time:40.68621277809143 Iteration: 1896 || Clusters count: 12 || Log posterior: -3023.8532819171614 || Iter Time:0.02578592300415039 || Total time:40.71199870109558 Loading and distributing data: 0.000185 seconds (141 allocations: 13.242 KiB) Iteration: 1897 || Clusters count: 12 || Log posterior: -3050.972561194499 || Iter Time:0.00896596908569336 || Total time:40.720964670181274 Iteration: 1898 || Clusters count: 12 || Log posterior: -3036.6747075524167 || Iter Time:0.027935028076171875 || Total time:40.748899698257446 Loading and distributing data: 0.000192 seconds (141 allocations: 13.242 KiB) Iteration: 1899 || Clusters count: 12 || Log posterior: -3077.508783453832 || Iter Time:0.009171009063720703 || Total time:40.75807070732117 Iteration: 1900 || Clusters count: 12 || Log posterior: -3068.1902802811237 || Iter Time:0.024964094161987305 || Total time:40.783034801483154 Loading and distributing data: 0.000185 seconds (141 allocations: 13.242 KiB) Iteration: 1901 || Clusters count: 12 || Log posterior: -3066.7412432545584 || Iter Time:0.00939798355102539 || Total time:40.79243278503418 Iteration: 1902 || Clusters count: 12 || Log posterior: -3050.408878873459 || Iter Time:0.05211997032165527 || Total time:40.844552755355835 Loading and distributing data: 0.000168 seconds (141 allocations: 13.242 KiB) Iteration: 1903 || Clusters count: 12 || Log posterior: -3076.9309675128416 || Iter Time:0.009931087493896484 || Total time:40.85448384284973 Iteration: 1904 || Clusters count: 12 || Log posterior: -3043.907166513602 || Iter Time:0.027281999588012695 || Total time:40.881765842437744 Loading and distributing data: 0.000185 seconds (141 allocations: 13.242 KiB) Iteration: 1905 || Clusters count: 12 || Log posterior: -3102.8280936575648 || Iter Time:0.01039886474609375 || Total time:40.89216470718384 Iteration: 1906 || Clusters count: 12 || Log posterior: -3077.7029632266317 || Iter Time:0.026751995086669922 || Total time:40.91891670227051 Loading and distributing data: 0.000178 seconds (141 allocations: 13.242 KiB) Iteration: 1907 || Clusters count: 12 || Log posterior: -3092.8411740510564 || Iter Time:0.010451793670654297 || Total time:40.92936849594116 Iteration: 1908 || Clusters count: 12 || Log posterior: -3065.367934876833 || Iter Time:0.027318954467773438 || Total time:40.956687450408936 Loading and distributing data: 0.000187 seconds (141 allocations: 13.242 KiB) Iteration: 1909 || Clusters count: 12 || Log posterior: -3050.0739385169713 || Iter Time:0.010531902313232422 || Total time:40.96721935272217 Iteration: 1910 || Clusters count: 12 || Log posterior: -3022.2499188227143 || Iter Time:0.027482032775878906 || Total time:40.99470138549805 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1911 || Clusters count: 12 || Log posterior: -3057.9777853434193 || Iter Time:0.010492086410522461 || Total time:41.00519347190857 Iteration: 1912 || Clusters count: 12 || Log posterior: -3051.746602215804 || Iter Time:0.027225017547607422 || Total time:41.03241848945618 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1913 || Clusters count: 12 || Log posterior: -3097.9628360319375 || Iter Time:0.01159811019897461 || Total time:41.04401659965515 Iteration: 1914 || Clusters count: 12 || Log posterior: -3074.548732124207 || Iter Time:0.027073144912719727 || Total time:41.07108974456787 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1915 || Clusters count: 12 || Log posterior: -3118.1458496393507 || Iter Time:0.010784149169921875 || Total time:41.08187389373779 Iteration: 1916 || Clusters count: 12 || Log posterior: -3107.8819011838195 || Iter Time:0.025950908660888672 || Total time:41.10782480239868 Loading and distributing data: 0.000182 seconds (141 allocations: 13.242 KiB) Iteration: 1917 || Clusters count: 12 || Log posterior: -3082.064723157144 || Iter Time:0.00976109504699707 || Total time:41.11758589744568 Iteration: 1918 || Clusters count: 12 || Log posterior: -3052.4041510131447 || Iter Time:0.02773308753967285 || Total time:41.14531898498535 Loading and distributing data: 0.000180 seconds (141 allocations: 13.242 KiB) Iteration: 1919 || Clusters count: 12 || Log posterior: -3042.6374842334835 || Iter Time:0.010055065155029297 || Total time:41.15537405014038 Iteration: 1920 || Clusters count: 12 || Log posterior: -3020.5112775801663 || Iter Time:0.031117916107177734 || Total time:41.18649196624756 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1921 || Clusters count: 12 || Log posterior: -3062.296715296981 || Iter Time:0.009917020797729492 || Total time:41.19640898704529 Iteration: 1922 || Clusters count: 12 || Log posterior: -3048.2998552410627 || Iter Time:0.026141881942749023 || Total time:41.22255086898804 Loading and distributing data: 0.000189 seconds (141 allocations: 13.242 KiB) Iteration: 1923 || Clusters count: 12 || Log posterior: -3076.4306393057163 || Iter Time:0.009734153747558594 || Total time:41.232285022735596 Iteration: 1924 || Clusters count: 12 || Log posterior: -3057.4327070616373 || Iter Time:0.026400089263916016 || Total time:41.25868511199951 Loading and distributing data: 0.000190 seconds (141 allocations: 13.242 KiB) Iteration: 1925 || Clusters count: 12 || Log posterior: -3078.643674245372 || Iter Time:0.010464906692504883 || Total time:41.26915001869202 Iteration: 1926 || Clusters count: 12 || Log posterior: -3062.1494630437633 || Iter Time:0.0264129638671875 || Total time:41.295562982559204 Loading and distributing data: 0.000192 seconds (141 allocations: 13.242 KiB) Iteration: 1927 || Clusters count: 12 || Log posterior: -3043.3733158705245 || Iter Time:0.009865999221801758 || Total time:41.305428981781006 Iteration: 1928 || Clusters count: 12 || Log posterior: -3026.26591536013 || Iter Time:0.026362895965576172 || Total time:41.33179187774658 Loading and distributing data: 0.000184 seconds (141 allocations: 13.242 KiB) Iteration: 1929 || Clusters count: 12 || Log posterior: -2987.9581906481953 || Iter Time:0.009730815887451172 || Total time:41.34152269363403 Iteration: 1930 || Clusters count: 12 || Log posterior: -2980.0635025564206 || Iter Time:0.026253938674926758 || Total time:41.36777663230896 Loading and distributing data: 0.000176 seconds (141 allocations: 13.242 KiB) Iteration: 1931 || Clusters count: 12 || Log posterior: -3065.600407913856 || Iter Time:0.009793996810913086 || Total time:41.37757062911987 Iteration: 1932 || Clusters count: 12 || Log posterior: -3048.9574751939444 || Iter Time:0.025738954544067383 || Total time:41.40330958366394 Loading and distributing data: 0.000201 seconds (141 allocations: 13.242 KiB) Iteration: 1933 || Clusters count: 12 || Log posterior: -3118.2760251777017 || Iter Time:0.009690999984741211 || Total time:41.41300058364868 Iteration: 1934 || Clusters count: 12 || Log posterior: -3083.4089514921134 || Iter Time:0.02630901336669922 || Total time:41.43930959701538 Loading and distributing data: 0.000188 seconds (141 allocations: 13.242 KiB) Iteration: 1935 || Clusters count: 12 || Log posterior: -3084.0595555889 || Iter Time:0.010751962661743164 || Total time:41.450061559677124 Iteration: 1936 || Clusters count: 12 || Log posterior: -3057.9102397616875 || Iter Time:0.026752948760986328 || Total time:41.47681450843811 Loading and distributing data: 0.000182 seconds (141 allocations: 13.242 KiB) Iteration: 1937 || Clusters count: 12 || Log posterior: -3026.2097109116635 || Iter Time:0.010695934295654297 || Total time:41.487510442733765 Iteration: 1938 || Clusters count: 12 || Log posterior: -3019.914075131172 || Iter Time:0.05227303504943848 || Total time:41.5397834777832 Loading and distributing data: 0.000186 seconds (141 allocations: 13.242 KiB) Iteration: 1939 || Clusters count: 12 || Log posterior: -3059.838011706399 || Iter Time:0.011530160903930664 || Total time:41.551313638687134 Iteration: 1940 || Clusters count: 12 || Log posterior: -3045.96318974247 || Iter Time:0.026870012283325195 || Total time:41.57818365097046 Loading and distributing data: 0.000182 seconds (141 allocations: 13.242 KiB) Iteration: 1941 || Clusters count: 12 || Log posterior: -3066.738582822027 || Iter Time:0.010297060012817383 || Total time:41.588480710983276 Iteration: 1942 || Clusters count: 12 || Log posterior: -3044.8600486849978 || Iter Time:0.025779008865356445 || Total time:41.61425971984863 Loading and distributing data: 0.000181 seconds (141 allocations: 13.242 KiB) Iteration: 1943 || Clusters count: 12 || Log posterior: -3040.0822837779483 || Iter Time:0.009686946868896484 || Total time:41.62394666671753 Iteration: 1944 || Clusters count: 12 || Log posterior: -3032.871573778532 || Iter Time:0.02577996253967285 || Total time:41.6497266292572 Loading and distributing data: 0.000177 seconds (141 allocations: 13.242 KiB) Iteration: 1945 || Clusters count: 12 || Log posterior: -3037.438469579313 || Iter Time:0.00897216796875 || Total time:41.65869879722595 Iteration: 1946 || Clusters count: 12 || Log posterior: -3025.7935665210257 || Iter Time:0.02969193458557129 || Total time:41.68839073181152 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1947 || Clusters count: 12 || Log posterior: -3051.735826452347 || Iter Time:0.009289979934692383 || Total time:41.697680711746216 Iteration: 1948 || Clusters count: 12 || Log posterior: -3019.0326048372494 || Iter Time:0.02755284309387207 || Total time:41.72523355484009 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1949 || Clusters count: 12 || Log posterior: -3014.1657047303297 || Iter Time:0.009120941162109375 || Total time:41.7343544960022 Iteration: 1950 || Clusters count: 12 || Log posterior: -3000.1302399044002 || Iter Time:0.026423931121826172 || Total time:41.76077842712402 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1951 || Clusters count: 12 || Log posterior: -3038.4770528744134 || Iter Time:0.009775161743164062 || Total time:41.77055358886719 Iteration: 1952 || Clusters count: 12 || Log posterior: -3029.3816988006815 || Iter Time:0.02641892433166504 || Total time:41.79697251319885 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1953 || Clusters count: 12 || Log posterior: -3067.025527628622 || Iter Time:0.010704994201660156 || Total time:41.80767750740051 Iteration: 1954 || Clusters count: 12 || Log posterior: -3046.624530433554 || Iter Time:0.026736021041870117 || Total time:41.83441352844238 Loading and distributing data: 0.000182 seconds (141 allocations: 13.242 KiB) Iteration: 1955 || Clusters count: 12 || Log posterior: -3080.265784391025 || Iter Time:0.010776996612548828 || Total time:41.84519052505493 Iteration: 1956 || Clusters count: 12 || Log posterior: -3068.560031135743 || Iter Time:0.028051137924194336 || Total time:41.873241662979126 Loading and distributing data: 0.000184 seconds (141 allocations: 13.242 KiB) Iteration: 1957 || Clusters count: 12 || Log posterior: -3096.076232183725 || Iter Time:0.010693073272705078 || Total time:41.88393473625183 Iteration: 1958 || Clusters count: 12 || Log posterior: -3069.7120887227534 || Iter Time:0.02649092674255371 || Total time:41.910425662994385 Loading and distributing data: 0.000180 seconds (141 allocations: 13.242 KiB) Iteration: 1959 || Clusters count: 12 || Log posterior: -3089.094953356664 || Iter Time:0.010849952697753906 || Total time:41.92127561569214 Iteration: 1960 || Clusters count: 12 || Log posterior: -3063.328942897305 || Iter Time:0.026983976364135742 || Total time:41.948259592056274 Loading and distributing data: 0.000183 seconds (141 allocations: 13.242 KiB) Iteration: 1961 || Clusters count: 12 || Log posterior: -3103.6260963714917 || Iter Time:0.01027989387512207 || Total time:41.9585394859314 Iteration: 1962 || Clusters count: 12 || Log posterior: -3082.6654907211077 || Iter Time:0.026231050491333008 || Total time:41.98477053642273 Loading and distributing data: 0.000176 seconds (141 allocations: 13.242 KiB) Iteration: 1963 || Clusters count: 12 || Log posterior: -3081.6302193043884 || Iter Time:0.010245800018310547 || Total time:41.99501633644104 Iteration: 1964 || Clusters count: 12 || Log posterior: -3043.5906512497095 || Iter Time:0.026411056518554688 || Total time:42.021427392959595 Loading and distributing data: 0.000179 seconds (141 allocations: 13.242 KiB) Iteration: 1965 || Clusters count: 12 || Log posterior: -3024.6016046175314 || Iter Time:0.010644912719726562 || Total time:42.03207230567932 Iteration: 1966 || Clusters count: 12 || Log posterior: -3016.6893585416365 || Iter Time:0.02606511116027832 || Total time:42.0581374168396 Loading and distributing data: 0.000190 seconds (141 allocations: 13.242 KiB) Iteration: 1967 || Clusters count: 12 || Log posterior: -3062.33655544559 || Iter Time:0.010150909423828125 || Total time:42.06828832626343 Iteration: 1968 || Clusters count: 12 || Log posterior: -3050.240074797947 || Iter Time:0.026084184646606445 || Total time:42.094372510910034 Loading and distributing data: 0.000175 seconds (141 allocations: 13.242 KiB) Iteration: 1969 || Clusters count: 12 || Log posterior: -3113.794337307683 || Iter Time:0.010367870330810547 || Total time:42.104740381240845 Iteration: 1970 || Clusters count: 12 || Log posterior: -3096.1602702497285 || Iter Time:0.02596902847290039 || Total time:42.130709409713745 Loading and distributing data: 0.000186 seconds (141 allocations: 13.242 KiB) Iteration: 1971 || Clusters count: 12 || Log posterior: -3104.608121334567 || Iter Time:0.010787010192871094 || Total time:42.141496419906616 Iteration: 1972 || Clusters count: 12 || Log posterior: -3083.9298709806003 || Iter Time:0.026972055435180664 || Total time:42.1684684753418 Loading and distributing data: 0.000184 seconds (141 allocations: 13.242 KiB) Iteration: 1973 || Clusters count: 12 || Log posterior: -3104.192388846896 || Iter Time:0.037017822265625 || Total time:42.20548629760742 Iteration: 1974 || Clusters count: 12 || Log posterior: -3087.9831142121266 || Iter Time:0.030014991760253906 || Total time:42.235501289367676 Loading and distributing data: 0.000200 seconds (141 allocations: 13.242 KiB) Iteration: 1975 || Clusters count: 12 || Log posterior: -3082.9608744601833 || Iter Time:0.010238885879516602 || Total time:42.24574017524719 Iteration: 1976 || Clusters count: 12 || Log posterior: -3055.041283545852 || Iter Time:0.026547908782958984 || Total time:42.27228808403015 Loading and distributing data: 0.000178 seconds (141 allocations: 13.242 KiB) Iteration: 1977 || Clusters count: 12 || Log posterior: -3041.202709204242 || Iter Time:0.011122941970825195 || Total time:42.28341102600098 Iteration: 1978 || Clusters count: 12 || Log posterior: -3021.243247541368 || Iter Time:0.026851892471313477 || Total time:42.31026291847229 Loading and distributing data: 0.000175 seconds (141 allocations: 13.242 KiB) Iteration: 1979 || Clusters count: 12 || Log posterior: -3056.714082355742 || Iter Time:0.010306119918823242 || Total time:42.32056903839111 Iteration: 1980 || Clusters count: 12 || Log posterior: -3037.8811768088713 || Iter Time:0.026582956314086914 || Total time:42.3471519947052 Loading and distributing data: 0.000186 seconds (141 allocations: 13.242 KiB) Iteration: 1981 || Clusters count: 12 || Log posterior: -3063.0119730160422 || Iter Time:0.01024484634399414 || Total time:42.357396841049194 Iteration: 1982 || Clusters count: 12 || Log posterior: -3036.4637635727204 || Iter Time:0.03193497657775879 || Total time:42.38933181762695 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1983 || Clusters count: 12 || Log posterior: -3083.1188332767865 || Iter Time:0.010374069213867188 || Total time:42.39970588684082 Iteration: 1984 || Clusters count: 12 || Log posterior: -3060.04161559027 || Iter Time:0.02758002281188965 || Total time:42.42728590965271 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1985 || Clusters count: 12 || Log posterior: -3066.9253116437426 || Iter Time:0.010597944259643555 || Total time:42.43788385391235 Iteration: 1986 || Clusters count: 12 || Log posterior: -3048.214861952641 || Iter Time:0.027521133422851562 || Total time:42.465404987335205 Loading and distributing data: 0.000171 seconds (141 allocations: 13.242 KiB) Iteration: 1987 || Clusters count: 12 || Log posterior: -3109.8509206231065 || Iter Time:0.010565042495727539 || Total time:42.47597002983093 Iteration: 1988 || Clusters count: 12 || Log posterior: -3084.2937404415347 || Iter Time:0.027009963989257812 || Total time:42.50297999382019 Loading and distributing data: 0.000192 seconds (141 allocations: 13.242 KiB) Iteration: 1989 || Clusters count: 12 || Log posterior: -3103.484574518438 || Iter Time:0.010497093200683594 || Total time:42.513477087020874 Iteration: 1990 || Clusters count: 12 || Log posterior: -3097.305516746683 || Iter Time:0.026887178421020508 || Total time:42.540364265441895 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1991 || Clusters count: 12 || Log posterior: -3063.2610201244606 || Iter Time:0.009917020797729492 || Total time:42.550281286239624 Iteration: 1992 || Clusters count: 12 || Log posterior: -3041.769284880936 || Iter Time:0.02688908576965332 || Total time:42.57717037200928 Loading and distributing data: 0.000379 seconds (141 allocations: 13.242 KiB) Iteration: 1993 || Clusters count: 12 || Log posterior: -3045.154578265484 || Iter Time:0.009994029998779297 || Total time:42.58716440200806 Iteration: 1994 || Clusters count: 12 || Log posterior: -3021.480872810687 || Iter Time:0.02702617645263672 || Total time:42.61419057846069 Loading and distributing data: 0.000171 seconds (141 allocations: 13.242 KiB) Iteration: 1995 || Clusters count: 12 || Log posterior: -2997.6112119796317 || Iter Time:0.009865045547485352 || Total time:42.62405562400818 Iteration: 1996 || Clusters count: 12 || Log posterior: -2996.1952200152214 || Iter Time:0.025535106658935547 || Total time:42.649590730667114 Loading and distributing data: 0.000179 seconds (141 allocations: 13.242 KiB) Iteration: 1997 || Clusters count: 12 || Log posterior: -2944.620089173779 || Iter Time:0.009604215621948242 || Total time:42.65919494628906 Iteration: 1998 || Clusters count: 12 || Log posterior: -2938.2555251538233 || Iter Time:0.026036977767944336 || Total time:42.68523192405701 Loading and distributing data: 0.000177 seconds (141 allocations: 13.242 KiB) Iteration: 1999 || Clusters count: 12 || Log posterior: -3024.375112227969 || Iter Time:0.010300874710083008 || Total time:42.69553279876709 Iteration: 2000 || Clusters count: 12 || Log posterior: -3003.8921469083725 || Iter Time:0.026443958282470703 || Total time:42.72197675704956 Loading and distributing data: 0.000190 seconds (141 allocations: 13.242 KiB) Iteration: 2001 || Clusters count: 12 || Log posterior: -3074.56001513288 || Iter Time:0.010393857955932617 || Total time:42.73237061500549 Iteration: 2002 || Clusters count: 12 || Log posterior: -3056.804927654144 || Iter Time:0.02659010887145996 || Total time:42.75896072387695 Loading and distributing data: 0.000171 seconds (141 allocations: 13.242 KiB) Iteration: 2003 || Clusters count: 12 || Log posterior: -3069.9519737780784 || Iter Time:0.010759830474853516 || Total time:42.76972055435181 Iteration: 2004 || Clusters count: 12 || Log posterior: -3051.7466261522914 || Iter Time:0.0272979736328125 || Total time:42.79701852798462 Loading and distributing data: 0.000180 seconds (141 allocations: 13.242 KiB) Iteration: 2005 || Clusters count: 12 || Log posterior: -3081.9260420674345 || Iter Time:0.010918855667114258 || Total time:42.80793738365173 Iteration: 2006 || Clusters count: 12 || Log posterior: -3061.718519564127 || Iter Time:0.028992891311645508 || Total time:42.83693027496338 Loading and distributing data: 0.000190 seconds (141 allocations: 13.242 KiB) Iteration: 2007 || Clusters count: 12 || Log posterior: -3077.792752571467 || Iter Time:0.011512994766235352 || Total time:42.848443269729614 Iteration: 2008 || Clusters count: 12 || Log posterior: -3071.8574911535347 || Iter Time:0.05890607833862305 || Total time:42.90734934806824 Loading and distributing data: 0.000201 seconds (141 allocations: 13.242 KiB) Iteration: 2009 || Clusters count: 12 || Log posterior: -3103.6659257208153 || Iter Time:0.011981964111328125 || Total time:42.919331312179565 Iteration: 2010 || Clusters count: 12 || Log posterior: -3079.934187412669 || Iter Time:0.03184700012207031 || Total time:42.951178312301636 Loading and distributing data: 0.000184 seconds (141 allocations: 13.242 KiB) Iteration: 2011 || Clusters count: 13 || Log posterior: -3063.4894464752733 || Iter Time:0.011649131774902344 || Total time:42.96282744407654 Iteration: 2012 || Clusters count: 13 || Log posterior: -3048.7829276078583 || Iter Time:0.030752182006835938 || Total time:42.993579626083374 Loading and distributing data: 0.000186 seconds (141 allocations: 13.242 KiB) Iteration: 2013 || Clusters count: 13 || Log posterior: -3041.4583923773034 || Iter Time:0.011473894119262695 || Total time:43.00505352020264 Iteration: 2014 || Clusters count: 12 || Log posterior: -3027.5670888529075 || Iter Time:0.03169989585876465 || Total time:43.0367534160614 Loading and distributing data: 0.000191 seconds (141 allocations: 13.242 KiB) Iteration: 2015 || Clusters count: 12 || Log posterior: -3077.7416470281814 || Iter Time:0.010175943374633789 || Total time:43.046929359436035 Iteration: 2016 || Clusters count: 12 || Log posterior: -3060.5151658799487 || Iter Time:0.028349876403808594 || Total time:43.075279235839844 Loading and distributing data: 0.000190 seconds (141 allocations: 13.242 KiB) Iteration: 2017 || Clusters count: 12 || Log posterior: -3128.914780307272 || Iter Time:0.009459972381591797 || Total time:43.084739208221436 Iteration: 2018 || Clusters count: 12 || Log posterior: -3098.8043421164566 || Iter Time:0.02828812599182129 || Total time:43.11302733421326 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 2019 || Clusters count: 12 || Log posterior: -3062.4496435078254 || Iter Time:0.01005697250366211 || Total time:43.12308430671692 Iteration: 2020 || Clusters count: 12 || Log posterior: -3038.139532061156 || Iter Time:0.02880692481994629 || Total time:43.151891231536865 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 2021 || Clusters count: 12 || Log posterior: -3094.148441342852 || Iter Time:0.012928962707519531 || Total time:43.164820194244385 Iteration: 2022 || Clusters count: 12 || Log posterior: -3060.469794800863 || Iter Time:0.036911964416503906 || Total time:43.20173215866089 Loading and distributing data: 0.000199 seconds (141 allocations: 13.242 KiB) Iteration: 2023 || Clusters count: 13 || Log posterior: -3137.2489399223273 || Iter Time:0.0125579833984375 || Total time:43.214290142059326 Iteration: 2024 || Clusters count: 12 || Log posterior: -3115.887101773342 || Iter Time:0.029757976531982422 || Total time:43.24404811859131 Loading and distributing data: 0.000176 seconds (141 allocations: 13.242 KiB) Iteration: 2025 || Clusters count: 12 || Log posterior: -3061.3573415828473 || Iter Time:0.009920835494995117 || Total time:43.253968954086304 Iteration: 2026 || Clusters count: 12 || Log posterior: -3061.3573415828473 || Iter Time:0.034442901611328125 || Total time:43.28841185569763 Loading and distributing data: 0.000218 seconds (141 allocations: 13.242 KiB) Iteration: 2027 || Clusters count: 13 || Log posterior: -3067.392737535779 || Iter Time:0.01141500473022461 || Total time:43.299826860427856 Iteration: 2028 || Clusters count: 13 || Log posterior: -3051.5138551184045 || Iter Time:0.029761075973510742 || Total time:43.32958793640137 Avg NMI: 0.9158518936885194 Full NMI: 0.9081365169537418 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m34.4s Testing DPMMSubClustersStreaming tests passed Testing completed after 203.32s PkgEval succeeded after 298.78s