Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.853 (3e868b27cf*) started at 2025-07-17T02:39:05.172 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.31s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.2 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.17.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.14 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.14.1+1 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.5.20 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.1+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.77s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 70.64s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_jrI1u1/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_jrI1u1/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.2 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.17.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.14 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.14.1+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.1+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Precompiling packages... 12360.8 ms ✓ Clustering 1 dependency successfully precompiled in 13 seconds. 35 already precompiled. Precompiling packages... 14500.5 ms ✓ KernelFunctions 4309.7 ms ✓ StatsFuns → StatsFunsChainRulesCoreExt 15874.6 ms ✓ Distributions 7626.1 ms ✓ Distributions → DistributionsTestExt 6521.9 ms ✓ Distributions → DistributionsChainRulesCoreExt 12825.0 ms ✓ DPMMSubClustersStreaming 6 dependencies successfully precompiled in 63 seconds. 93 already precompiled. Loading and distributing data: 3.404870 seconds (1.13 M allocations: 67.923 MiB, 99.90% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233062.72548629093 || Iter Time:16.264934062957764 || Total time:16.264934062957764 Iteration: 1 || Clusters count: 1 || Log posterior: -233062.72548629093 || Iter Time:0.00644683837890625 || Total time:16.27138090133667 Iteration: 2 || Clusters count: 1 || Log posterior: -233062.72548629093 || Iter Time:0.005864143371582031 || Total time:16.277245044708252 Iteration: 3 || Clusters count: 1 || Log posterior: -233062.72548629093 || Iter Time:0.005959987640380859 || Total time:16.283205032348633 Iteration: 4 || Clusters count: 1 || Log posterior: -233062.72548629093 || Iter Time:0.0055539608001708984 || Total time:16.288758993148804 Iteration: 5 || Clusters count: 1 || Log posterior: -233062.72548629093 || Iter Time:0.01565718650817871 || Total time:16.304416179656982 Iteration: 6 || Clusters count: 1 || Log posterior: -233062.72548629093 || Iter Time:0.005656003952026367 || Total time:16.31007218360901 Iteration: 7 || Clusters count: 1 || Log posterior: -233062.72548629093 || Iter Time:0.0055010318756103516 || Total time:16.31557321548462 Iteration: 8 || Clusters count: 1 || Log posterior: -233062.72548629093 || Iter Time:0.0055599212646484375 || Total time:16.321133136749268 Iteration: 9 || Clusters count: 1 || Log posterior: -233062.72548629093 || Iter Time:0.0056819915771484375 || Total time:16.326815128326416 Iteration: 10 || Clusters count: 1 || Log posterior: -233062.72548629093 || Iter Time:0.005699872970581055 || Total time:16.332515001296997 Iteration: 11 || Clusters count: 1 || Log posterior: -233062.72548629093 || Iter Time:0.006003856658935547 || Total time:16.338518857955933 Iteration: 12 || Clusters count: 1 || Log posterior: -233062.72548629093 || Iter Time:0.006067037582397461 || Total time:16.34458589553833 Iteration: 13 || Clusters count: 2 || Log posterior: -232858.7873478955 || Iter Time:3.449469804763794 || Total time:19.794055700302124 Iteration: 14 || Clusters count: 2 || Log posterior: -232849.896952505 || Iter Time:0.006410837173461914 || Total time:19.800466537475586 Iteration: 15 || Clusters count: 2 || Log posterior: -232827.21548088532 || Iter Time:0.0061872005462646484 || Total time:19.80665373802185 Iteration: 16 || Clusters count: 2 || Log posterior: -232855.9947053715 || Iter Time:0.00634002685546875 || Total time:19.81299376487732 Iteration: 17 || Clusters count: 2 || Log posterior: -232824.47266958913 || Iter Time:0.006299018859863281 || Total time:19.819292783737183 Iteration: 18 || Clusters count: 2 || Log posterior: -232820.3904603506 || Iter Time:0.006217002868652344 || Total time:19.825509786605835 Iteration: 19 || Clusters count: 2 || Log posterior: -232831.07460503883 || Iter Time:0.0061910152435302734 || Total time:19.831700801849365 Iteration: 20 || Clusters count: 2 || Log posterior: -232721.5683439645 || Iter Time:3.0209031105041504 || Total time:22.852603912353516 Loading and distributing data: 0.000960 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232956.69635752935 || Iter Time:0.07595515251159668 || Total time:22.928559064865112 Iteration: 22 || Clusters count: 2 || Log posterior: -232876.22951901122 || Iter Time:0.005867958068847656 || Total time:22.93442702293396 Iteration: 23 || Clusters count: 2 || Log posterior: -232826.13059958606 || Iter Time:0.005691051483154297 || Total time:22.940118074417114 Iteration: 24 || Clusters count: 2 || Log posterior: -232825.77489212403 || Iter Time:0.005692005157470703 || Total time:22.945810079574585 Iteration: 25 || Clusters count: 2 || Log posterior: -232824.0179894281 || Iter Time:0.005548954010009766 || Total time:22.951359033584595 Iteration: 26 || Clusters count: 2 || Log posterior: -232815.05549954006 || Iter Time:0.005584001541137695 || Total time:22.956943035125732 Iteration: 27 || Clusters count: 2 || Log posterior: -232810.8815078233 || Iter Time:0.0056400299072265625 || Total time:22.96258306503296 Iteration: 28 || Clusters count: 3 || Log posterior: -232710.13557402338 || Iter Time:0.00751495361328125 || Total time:22.97009801864624 Iteration: 29 || Clusters count: 3 || Log posterior: -232626.2913790384 || Iter Time:0.0063190460205078125 || Total time:22.976417064666748 Iteration: 30 || Clusters count: 3 || Log posterior: -232602.73893397884 || Iter Time:0.006188154220581055 || Total time:22.98260521888733 Iteration: 31 || Clusters count: 3 || Log posterior: -232573.44495926725 || Iter Time:0.006119966506958008 || Total time:22.988725185394287 Iteration: 32 || Clusters count: 3 || Log posterior: -232583.48077556305 || Iter Time:0.006131887435913086 || Total time:22.9948570728302 Iteration: 33 || Clusters count: 3 || Log posterior: -232557.85929623386 || Iter Time:0.006127119064331055 || Total time:23.00098419189453 Iteration: 34 || Clusters count: 3 || Log posterior: -232572.5143144137 || Iter Time:0.006175994873046875 || Total time:23.007160186767578 Iteration: 35 || Clusters count: 3 || Log posterior: -232580.86873705577 || Iter Time:0.006201982498168945 || Total time:23.013362169265747 Iteration: 36 || Clusters count: 3 || Log posterior: -232559.49936658432 || Iter Time:0.00628209114074707 || Total time:23.019644260406494 Iteration: 37 || Clusters count: 3 || Log posterior: -232519.86425419417 || Iter Time:0.0062770843505859375 || Total time:23.02592134475708 Iteration: 38 || Clusters count: 3 || Log posterior: -232502.31073868295 || Iter Time:0.006480216979980469 || Total time:23.03240156173706 Iteration: 39 || Clusters count: 3 || Log posterior: -232506.3158607752 || Iter Time:0.0065288543701171875 || Total time:23.038930416107178 Iteration: 40 || Clusters count: 3 || Log posterior: -232499.52034240647 || Iter Time:0.0065000057220458984 || Total time:23.045430421829224 Iteration: 41 || Clusters count: 3 || Log posterior: -232429.7828451035 || Iter Time:0.006685972213745117 || Total time:23.05211639404297 Loading and distributing data: 0.000776 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262415.70728018787 || Iter Time:0.00696110725402832 || Total time:23.059077501296997 Iteration: 43 || Clusters count: 4 || Log posterior: -261972.48666611852 || Iter Time:0.008448123931884766 || Total time:23.067525625228882 Iteration: 44 || Clusters count: 4 || Log posterior: -261935.84915786347 || Iter Time:0.007642030715942383 || Total time:23.075167655944824 Iteration: 45 || Clusters count: 4 || Log posterior: -261932.08196079556 || Iter Time:0.007791042327880859 || Total time:23.082958698272705 Iteration: 46 || Clusters count: 4 || Log posterior: -261917.87212167223 || Iter Time:0.04100489616394043 || Total time:23.123963594436646 Iteration: 47 || Clusters count: 4 || Log posterior: -261921.32742356037 || Iter Time:0.006643056869506836 || Total time:23.130606651306152 Iteration: 48 || Clusters count: 4 || Log posterior: -261917.73602461195 || Iter Time:0.006696939468383789 || Total time:23.137303590774536 Iteration: 49 || Clusters count: 4 || Log posterior: -261907.0002096927 || Iter Time:0.006741046905517578 || Total time:23.144044637680054 Iteration: 50 || Clusters count: 4 || Log posterior: -261915.8553694832 || Iter Time:0.00706791877746582 || Total time:23.15111255645752 Iteration: 51 || Clusters count: 4 || Log posterior: -261905.54463693788 || Iter Time:0.007445096969604492 || Total time:23.158557653427124 Iteration: 52 || Clusters count: 4 || Log posterior: -261903.89823596244 || Iter Time:0.006722927093505859 || Total time:23.16528058052063 Iteration: 53 || Clusters count: 4 || Log posterior: -261906.22641696624 || Iter Time:0.006816864013671875 || Total time:23.1720974445343 Iteration: 54 || Clusters count: 5 || Log posterior: -261423.153725078 || Iter Time:0.008077859878540039 || Total time:23.180175304412842 Iteration: 55 || Clusters count: 5 || Log posterior: -261314.10899420746 || Iter Time:0.0072591304779052734 || Total time:23.187434434890747 Iteration: 56 || Clusters count: 6 || Log posterior: -261060.95234708875 || Iter Time:0.009299993515014648 || Total time:23.19673442840576 Iteration: 57 || Clusters count: 6 || Log posterior: -261038.04278193478 || Iter Time:0.007315874099731445 || Total time:23.204050302505493 Iteration: 58 || Clusters count: 6 || Log posterior: -261036.8749849228 || Iter Time:0.007465839385986328 || Total time:23.21151614189148 Iteration: 59 || Clusters count: 6 || Log posterior: -261041.21500759615 || Iter Time:0.7682449817657471 || Total time:23.979761123657227 Iteration: 60 || Clusters count: 6 || Log posterior: -261047.57600617025 || Iter Time:0.008043050765991211 || Total time:23.987804174423218 Iteration: 61 || Clusters count: 6 || Log posterior: -261055.75652683963 || Iter Time:0.007721900939941406 || Total time:23.99552607536316 Iteration: 62 || Clusters count: 6 || Log posterior: -260964.0568623052 || Iter Time:0.007582902908325195 || Total time:24.003108978271484 Loading and distributing data: 0.000757 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 6 || Log posterior: -261244.5340817118 || Iter Time:0.008001089096069336 || Total time:24.011110067367554 Iteration: 64 || Clusters count: 6 || Log posterior: -261160.856201062 || Iter Time:0.007701873779296875 || Total time:24.01881194114685 Iteration: 65 || Clusters count: 6 || Log posterior: -261139.96231288355 || Iter Time:0.028444766998291016 || Total time:24.04725670814514 Iteration: 66 || Clusters count: 6 || Log posterior: -261126.6785826691 || Iter Time:0.007911920547485352 || Total time:24.055168628692627 Iteration: 67 || Clusters count: 6 || Log posterior: -261155.80459799882 || Iter Time:0.0078008174896240234 || Total time:24.06296944618225 Iteration: 68 || Clusters count: 6 || Log posterior: -261143.99178032883 || Iter Time:0.007634162902832031 || Total time:24.070603609085083 Iteration: 69 || Clusters count: 7 || Log posterior: -260933.65465542435 || Iter Time:0.00911712646484375 || Total time:24.079720735549927 Iteration: 70 || Clusters count: 7 || Log posterior: -260905.4406745431 || Iter Time:0.008129119873046875 || Total time:24.087849855422974 Iteration: 71 || Clusters count: 9 || Log posterior: -260449.26523157506 || Iter Time:0.011414051055908203 || Total time:24.099263906478882 Iteration: 72 || Clusters count: 9 || Log posterior: -260351.57147962102 || Iter Time:0.00925588607788086 || Total time:24.108519792556763 Iteration: 73 || Clusters count: 9 || Log posterior: -260302.3980274133 || Iter Time:0.009405136108398438 || Total time:24.11792492866516 Iteration: 74 || Clusters count: 9 || Log posterior: -260291.88643106798 || Iter Time:0.009330987930297852 || Total time:24.12725591659546 Iteration: 75 || Clusters count: 9 || Log posterior: -260291.78395458515 || Iter Time:0.009222984313964844 || Total time:24.136478900909424 Iteration: 76 || Clusters count: 9 || Log posterior: -260267.12353321267 || Iter Time:0.009257078170776367 || Total time:24.1457359790802 Iteration: 77 || Clusters count: 9 || Log posterior: -260310.58507697235 || Iter Time:0.009327888488769531 || Total time:24.15506386756897 Iteration: 78 || Clusters count: 9 || Log posterior: -260286.28598610815 || Iter Time:0.009139060974121094 || Total time:24.16420292854309 Iteration: 79 || Clusters count: 9 || Log posterior: -260300.62382133078 || Iter Time:0.02496194839477539 || Total time:24.189164876937866 Iteration: 80 || Clusters count: 9 || Log posterior: -260282.73192152087 || Iter Time:0.009196996688842773 || Total time:24.19836187362671 Iteration: 81 || Clusters count: 9 || Log posterior: -260278.07798394223 || Iter Time:0.00904393196105957 || Total time:24.20740580558777 Iteration: 82 || Clusters count: 9 || Log posterior: -260302.25677349797 || Iter Time:0.008964061737060547 || Total time:24.21636986732483 Iteration: 83 || Clusters count: 9 || Log posterior: -260192.8032426954 || Iter Time:0.008363008499145508 || Total time:24.224732875823975 Loading and distributing data: 0.000805 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 9 || Log posterior: -260410.43740479316 || Iter Time:0.009620904922485352 || Total time:24.23435378074646 Iteration: 85 || Clusters count: 9 || Log posterior: -260297.69250507889 || Iter Time:0.009712934494018555 || Total time:24.24406671524048 Iteration: 86 || Clusters count: 13 || Log posterior: -259017.71649031038 || Iter Time:0.013808012008666992 || Total time:24.257874727249146 Iteration: 87 || Clusters count: 13 || Log posterior: -258697.44364480098 || Iter Time:0.022603988647460938 || Total time:24.280478715896606 Iteration: 88 || Clusters count: 13 || Log posterior: -258642.66138422015 || Iter Time:0.015088796615600586 || Total time:24.295567512512207 Iteration: 89 || Clusters count: 13 || Log posterior: -258620.22959381147 || Iter 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time:24.48286008834839 Iteration: 104 || Clusters count: 13 || Log posterior: -258526.13953238184 || Iter Time:0.014071941375732422 || Total time:24.49693202972412 Loading and distributing data: 0.000784 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 16 || Log posterior: -257217.98617639387 || Iter Time:0.02133798599243164 || Total time:24.518270015716553 Iteration: 106 || Clusters count: 17 || Log posterior: -256674.31397095227 || Iter Time:0.015578985214233398 || Total time:24.533849000930786 Iteration: 107 || Clusters count: 17 || Log posterior: -256520.95267539116 || Iter Time:0.014705896377563477 || Total time:24.54855489730835 Iteration: 108 || Clusters count: 17 || Log posterior: -256534.05455947295 || Iter Time:0.014755010604858398 || Total time:24.563309907913208 Iteration: 109 || Clusters count: 17 || Log posterior: -256530.15903127336 || Iter Time:0.01833200454711914 || Total time:24.581641912460327 Iteration: 110 || Clusters count: 17 || Log 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-256540.4433073663 || Iter Time:0.02584695816040039 || Total time:24.851598501205444 Iteration: 125 || Clusters count: 17 || Log posterior: -256515.14260929317 || Iter Time:0.020784854888916016 || Total time:24.87238335609436 Loading and distributing data: 0.000807 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 19 || Log posterior: -255894.89287676025 || Iter Time:0.021717071533203125 || Total time:24.894100427627563 Iteration: 127 || Clusters count: 19 || Log posterior: -255771.00532785838 || Iter Time:0.024172067642211914 || Total time:24.918272495269775 Iteration: 128 || Clusters count: 19 || Log posterior: -255770.9792813126 || Iter Time:0.02073192596435547 || Total time:24.93900442123413 Iteration: 129 || Clusters count: 19 || Log posterior: -255789.6039989487 || Iter Time:0.02010798454284668 || Total time:24.959112405776978 Iteration: 130 || Clusters count: 19 || Log posterior: -255777.18466148493 || Iter Time:0.01995396614074707 || Total 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-255484.76078704628 || Iter Time:0.02685093879699707 || Total time:25.85665488243103 Iteration: 166 || Clusters count: 20 || Log posterior: -255486.57966033014 || Iter Time:0.0316309928894043 || Total time:25.888285875320435 Iteration: 167 || Clusters count: 20 || Log posterior: -255479.09067778982 || Iter Time:0.025389909744262695 || Total time:25.913675785064697 Loading and distributing data: 0.000796 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255323.29730886864 || Iter Time:0.02654099464416504 || Total time:25.940216779708862 Iteration: 169 || Clusters count: 20 || Log posterior: -255279.51613773222 || Iter Time:0.029436826705932617 || Total time:25.969653606414795 Iteration: 170 || Clusters count: 20 || Log posterior: -255274.38003047416 || Iter Time:0.025944948196411133 || Total time:25.995598554611206 Iteration: 171 || Clusters count: 20 || Log posterior: -255297.02701381632 || Iter Time:0.02978515625 || Total 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time:26.419706106185913 Iteration: 186 || Clusters count: 20 || Log posterior: -255284.97559504205 || Iter Time:0.02722001075744629 || Total time:26.44692611694336 Iteration: 187 || Clusters count: 20 || Log posterior: -255274.90213738804 || Iter Time:0.027141094207763672 || Total time:26.474067211151123 Iteration: 188 || Clusters count: 20 || Log posterior: -255274.90213738804 || Iter Time:0.028988122940063477 || Total time:26.503055334091187 Loading and distributing data: 0.000795 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255227.52489991518 || Iter Time:0.02753281593322754 || Total time:26.530588150024414 Iteration: 190 || Clusters count: 20 || Log posterior: -255203.86437372398 || Iter Time:0.031538963317871094 || Total time:26.562127113342285 Iteration: 191 || Clusters count: 20 || Log posterior: -255197.56998567338 || Iter Time:0.02680683135986328 || Total time:26.58893394470215 Iteration: 192 || Clusters count: 20 || Log posterior: -255195.6706074055 || Iter Time:0.026746034622192383 || Total time:26.61567997932434 Iteration: 193 || Clusters count: 20 || Log posterior: -255199.1882608627 || Iter Time:0.03056192398071289 || Total time:26.646241903305054 Iteration: 194 || Clusters count: 20 || Log posterior: -255196.11457959295 || Iter Time:0.02629399299621582 || Total time:26.67253589630127 Iteration: 195 || Clusters count: 20 || Log posterior: -255201.09645639497 || Iter Time:0.02608203887939453 || Total time:26.698617935180664 Iteration: 196 || Clusters count: 20 || Log posterior: -255193.1141275603 || Iter Time:0.029926061630249023 || Total time:26.728543996810913 Iteration: 197 || Clusters count: 20 || Log posterior: -255193.1141275603 || Iter Time:0.025521039962768555 || Total time:26.75406503677368 Iteration: 198 || Clusters count: 20 || Log posterior: -255192.29242849298 || Iter Time:0.02561211585998535 || Total time:26.779677152633667 Iteration: 199 || Clusters count: 20 || Log posterior: -255192.84664001307 || Iter Time:0.029353857040405273 || Total time:26.809031009674072 Iteration: 200 || Clusters count: 20 || Log posterior: -255196.08259760763 || Iter Time:0.026124000549316406 || Total time:26.83515501022339 Iteration: 201 || Clusters count: 20 || Log posterior: -255195.95281632472 || Iter Time:0.025513172149658203 || Total time:26.860668182373047 Iteration: 202 || Clusters count: 20 || Log posterior: -255190.56515497103 || Iter Time:0.02977299690246582 || Total time:26.890441179275513 Iteration: 203 || Clusters count: 20 || Log posterior: -255197.48146330297 || Iter Time:0.02575993537902832 || Total time:26.91620111465454 Iteration: 204 || Clusters count: 20 || Log posterior: -255192.22732614263 || Iter Time:0.030811786651611328 || Total time:26.947012901306152 Iteration: 205 || Clusters count: 20 || Log posterior: -255192.26122809557 || Iter Time:0.027575016021728516 || Total time:26.97458791732788 Iteration: 206 || Clusters count: 20 || Log posterior: -255198.24784565857 || Iter Time:0.02732086181640625 || Total time:27.001908779144287 Iteration: 207 || Clusters count: 20 || Log posterior: -255200.0853324696 || Iter Time:0.032655954360961914 || Total time:27.03456473350525 Iteration: 208 || Clusters count: 20 || Log posterior: -255194.70558298542 || Iter Time:0.028184890747070312 || Total time:27.06274962425232 Iteration: 209 || Clusters count: 20 || Log posterior: -255189.3971440143 || Iter Time:0.026008129119873047 || Total time:27.088757753372192 NMI: 0.7409835548289823 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m25.2s [2210, 36395, 31030, 73365, 69774, 22285, 8501, 105924, 2798, 48493, 24171, 51574, 86331, 109840, 39422, 72176, 33773, 31691, 73787, 76460] Loading and distributing data: 0.000226 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6810.379933776125 || Iter Time:4.616363048553467 || Total time:4.616363048553467 Iteration: 1 || Clusters count: 1 || Log posterior: -6810.379933776125 || Iter Time:0.0021409988403320312 || Total time:4.618504047393799 Iteration: 2 || Clusters count: 1 || Log posterior: -6810.379933776125 || Iter Time:0.0016629695892333984 || Total time:4.620167016983032 Iteration: 3 || Clusters count: 1 || Log posterior: -6810.379933776125 || Iter Time:0.0015780925750732422 || Total time:4.6217451095581055 Iteration: 4 || Clusters count: 1 || Log posterior: -6810.379933776125 || Iter Time:0.0014548301696777344 || Total time:4.623199939727783 Iteration: 5 || Clusters count: 1 || Log posterior: -6810.379933776125 || Iter Time:0.0015010833740234375 || Total time:4.624701023101807 Iteration: 6 || Clusters count: 1 || Log posterior: -6810.379933776125 || Iter Time:0.001341104507446289 || Total time:4.626042127609253 Iteration: 7 || Clusters count: 1 || Log posterior: -6810.379933776125 || Iter Time:0.0013041496276855469 || Total time:4.6273462772369385 Iteration: 8 || Clusters count: 2 || Log posterior: -6663.288817729438 || Iter Time:0.2279500961303711 || Total time:4.85529637336731 Iteration: 9 || Clusters count: 2 || Log posterior: -6680.7774799121935 || Iter Time:0.001981019973754883 || Total time:4.8572773933410645 Iteration: 10 || Clusters count: 2 || Log posterior: -6675.765282883774 || Iter Time:0.0016870498657226562 || Total time:4.858964443206787 Iteration: 11 || Clusters count: 2 || Log posterior: -6659.664188710715 || Iter Time:0.0016469955444335938 || Total time:4.860611438751221 Iteration: 12 || Clusters count: 2 || Log posterior: -6673.429201738104 || Iter Time:0.0016970634460449219 || Total time:4.862308502197266 Iteration: 13 || Clusters count: 2 || Log posterior: -6678.885386831359 || Iter Time:0.001683950424194336 || Total time:4.86399245262146 Iteration: 14 || Clusters count: 2 || Log posterior: -6682.872370192144 || Iter Time:0.0017609596252441406 || Total time:4.865753412246704 Iteration: 15 || Clusters count: 2 || Log posterior: -6690.033895156052 || Iter Time:0.0015909671783447266 || Total time:4.867344379425049 Iteration: 16 || Clusters count: 2 || Log posterior: -6678.215531060381 || Iter Time:0.0016169548034667969 || Total time:4.868961334228516 Iteration: 17 || Clusters count: 2 || Log posterior: -6670.846694408686 || Iter Time:0.0016639232635498047 || Total time:4.870625257492065 Iteration: 18 || Clusters count: 4 || Log posterior: -6431.832680594701 || Iter Time:0.0046079158782958984 || Total time:4.875233173370361 Iteration: 19 || Clusters count: 4 || Log posterior: -6430.562709355349 || Iter Time:0.0023419857025146484 || Total time:4.877575159072876 Iteration: 20 || Clusters count: 4 || Log posterior: -6443.251784018117 || Iter Time:0.002207040786743164 || Total time:4.879782199859619 Iteration: 21 || Clusters count: 4 || Log posterior: -6446.321893643551 || Iter Time:0.0022280216217041016 || Total time:4.882010221481323 Iteration: 22 || Clusters count: 4 || Log posterior: -6458.381522702822 || Iter Time:0.00220489501953125 || Total time:4.8842151165008545 Iteration: 23 || Clusters count: 4 || Log posterior: -6447.6007620495275 || Iter Time:0.002335071563720703 || Total time:4.886550188064575 Iteration: 24 || Clusters count: 4 || Log posterior: -6477.340318773702 || Iter Time:0.0023679733276367188 || Total time:4.888918161392212 Iteration: 25 || Clusters count: 4 || Log posterior: -6517.660510020014 || Iter Time:0.002476930618286133 || Total time:4.891395092010498 Iteration: 26 || Clusters count: 4 || Log posterior: -6487.516952172606 || Iter Time:0.002526998519897461 || Total time:4.8939220905303955 Iteration: 27 || Clusters count: 4 || Log posterior: -6478.759644574561 || Iter Time:0.002393007278442383 || Total time:4.896315097808838 Iteration: 28 || Clusters count: 5 || Log posterior: -6409.618953832574 || Iter Time:0.003515958786010742 || Total time:4.899831056594849 Iteration: 29 || Clusters count: 6 || Log posterior: -6222.873527052627 || Iter Time:0.0039861202239990234 || Total time:4.903817176818848 Iteration: 30 || Clusters count: 6 || Log posterior: -6076.741069097542 || Iter Time:1.1598420143127441 || Total time:6.063659191131592 false [2, 2, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 3, 3, 1, 3, 6, 1, 6, 6, 3, 3, 6, 3, 3, 3, 3, 6, 1, 3, 6, 3, 6, 6, 1, 3, 3, 3, 3, 1, 3, 3, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 3, 3, 3] [2, 2, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 3, 3, 1, 3, 6, 3, 6, 6, 3, 3, 6, 3, 3, 3, 3, 6, 1, 3, 6, 3, 6, 6, 3, 3, 3, 3, 3, 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] Loading and distributing data: 0.000172 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 6 || Log posterior: -5956.207922504378 || Iter Time:0.1176459789276123 || Total time:6.181305170059204 Iteration: 32 || Clusters count: 6 || Log posterior: -5868.059549581567 || Iter Time:0.006183147430419922 || Total time:6.187488317489624 Loading and distributing data: 0.000128 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 7 || Log posterior: -5067.938152034252 || Iter Time:0.004232883453369141 || Total time:6.191721200942993 Iteration: 34 || Clusters count: 7 || Log posterior: -4975.063452770048 || Iter Time:0.006453037261962891 || Total time:6.198174238204956 Loading and distributing data: 0.000120 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 7 || Log posterior: -4776.030942116597 || Iter Time:0.0036420822143554688 || Total time:6.2018163204193115 Iteration: 36 || Clusters count: 7 || Log posterior: -4725.404030436524 || Iter Time:0.006412029266357422 || Total time:6.208228349685669 Loading and distributing data: 0.000132 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 7 || Log posterior: -4757.353493862156 || Iter Time:0.0036640167236328125 || Total time:6.211892366409302 Iteration: 38 || Clusters count: 7 || Log posterior: -4715.822894129936 || Iter Time:0.006529092788696289 || Total time:6.218421459197998 Loading and distributing data: 0.000142 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 7 || Log posterior: -4734.102755345251 || Iter Time:0.0037679672241210938 || Total time:6.222189426422119 Iteration: 40 || Clusters count: 7 || Log posterior: -4686.294920734013 || Iter Time:0.006463050842285156 || Total time:6.228652477264404 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 8 || Log posterior: -4747.223823770268 || Iter Time:0.004425048828125 || Total time:6.233077526092529 Iteration: 42 || Clusters count: 8 || Log posterior: -4673.837200737438 || Iter Time:0.007287025451660156 || Total time:6.2403645515441895 Loading and distributing data: 0.000113 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 8 || Log posterior: -4674.198016431977 || Iter Time:0.004551887512207031 || Total time:6.2449164390563965 Iteration: 44 || Clusters count: 8 || Log posterior: -4642.122085741256 || Iter Time:0.008038043975830078 || Total time:6.252954483032227 Loading and distributing data: 0.000119 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 11 || Log posterior: -4333.441686330717 || Iter Time:0.006612062454223633 || Total time:6.25956654548645 Iteration: 46 || Clusters count: 11 || Log posterior: -4288.504904429296 || Iter Time:0.009671211242675781 || Total time:6.269237756729126 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 12 || Log posterior: -4209.576665641483 || Iter Time:0.006385087966918945 || Total time:6.275622844696045 Iteration: 48 || Clusters count: 12 || Log posterior: -4130.300843411485 || Iter Time:0.010450124740600586 || Total time:6.2860729694366455 Loading and distributing 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|| Clusters count: 12 || Log posterior: -3997.668360833784 || Iter Time:0.015233039855957031 || Total time:6.413278818130493 Loading and distributing data: 0.000150 seconds (128 allocations: 13.180 KiB) Iteration: 61 || Clusters count: 12 || Log posterior: -4059.2501721900735 || Iter Time:0.011273860931396484 || Total time:6.42455267906189 Iteration: 62 || Clusters count: 12 || Log posterior: -4034.0457922651694 || Iter Time:0.015243053436279297 || Total time:6.439795732498169 Loading and distributing data: 0.000128 seconds (128 allocations: 13.180 KiB) Iteration: 63 || Clusters count: 12 || Log posterior: -4087.215297373394 || Iter Time:0.011345148086547852 || Total time:6.451140880584717 Iteration: 64 || Clusters count: 12 || Log posterior: -4070.235943520773 || Iter Time:0.015293121337890625 || Total time:6.466434001922607 Loading and distributing data: 0.000129 seconds (128 allocations: 13.180 KiB) Iteration: 65 || Clusters count: 12 || Log posterior: -4117.445732893388 || Iter 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Iteration: 121 || Clusters count: 13 || Log posterior: -3990.4914480050375 || Iter Time:0.012119054794311523 || Total time:7.792139768600464 Iteration: 122 || Clusters count: 13 || Log posterior: -3965.414449846443 || Iter Time:0.0171048641204834 || Total time:7.809244632720947 Loading and distributing data: 0.000129 seconds (128 allocations: 13.180 KiB) Iteration: 123 || Clusters count: 13 || Log posterior: -3953.7786823767997 || Iter Time:0.012007951736450195 || Total time:7.8212525844573975 Iteration: 124 || Clusters count: 13 || Log posterior: -3934.5175943025492 || Iter Time:0.016888856887817383 || Total time:7.838141441345215 Loading and distributing data: 0.000134 seconds (128 allocations: 13.180 KiB) Iteration: 125 || Clusters count: 13 || Log posterior: -3953.689359058417 || Iter Time:0.013026952743530273 || Total time:7.851168394088745 Iteration: 126 || Clusters count: 13 || Log posterior: -3935.2792091797014 || Iter Time:0.01778101921081543 || Total time:7.8689494132995605 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Iteration: 243 || Clusters count: 13 || Log posterior: -4001.0326333594735 || Iter Time:0.012362003326416016 || Total time:9.645565271377563 Iteration: 244 || Clusters count: 13 || Log posterior: -3984.550574852828 || Iter Time:0.016850948333740234 || Total time:9.662416219711304 Loading and distributing data: 0.000124 seconds (128 allocations: 13.180 KiB) Iteration: 245 || Clusters count: 13 || Log posterior: -4035.0621861767827 || Iter Time:0.012686967849731445 || Total time:9.675103187561035 Iteration: 246 || Clusters count: 13 || Log posterior: -3992.475318425306 || Iter Time:0.016249895095825195 || Total time:9.69135308265686 Loading and distributing data: 0.000127 seconds (128 allocations: 13.180 KiB) Iteration: 247 || Clusters count: 13 || Log posterior: -3968.9990132985886 || Iter Time:0.01252603530883789 || Total time:9.703879117965698 Iteration: 248 || Clusters count: 13 || Log posterior: -3929.638382611335 || Iter Time:0.01588892936706543 || Total time:9.719768047332764 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Iteration: 409 || Clusters count: 13 || Log posterior: -3944.1721702549835 || Iter Time:0.012437105178833008 || Total time:12.26624345779419 Iteration: 410 || Clusters count: 13 || Log posterior: -3913.9549962729166 || Iter Time:0.03382611274719238 || Total time:12.300069570541382 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 411 || Clusters count: 13 || Log posterior: -3957.7946203333386 || Iter Time:0.012565851211547852 || Total time:12.31263542175293 Iteration: 412 || Clusters count: 13 || Log posterior: -3937.8751622712452 || Iter Time:0.01601719856262207 || Total time:12.328652620315552 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 413 || Clusters count: 13 || Log posterior: -3952.4526992533692 || Iter Time:0.011879920959472656 || Total time:12.340532541275024 Iteration: 414 || Clusters count: 13 || Log posterior: -3925.6519929979686 || Iter Time:0.016563892364501953 || Total 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Iteration: 525 || Clusters count: 13 || Log posterior: -3995.3007153167437 || Iter Time:0.012109041213989258 || Total time:14.056478500366211 Iteration: 526 || Clusters count: 13 || Log posterior: -3964.4478680635366 || Iter Time:0.016543865203857422 || Total time:14.073022365570068 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 527 || Clusters count: 13 || Log posterior: -4050.94282828087 || Iter Time:0.011871814727783203 || Total time:14.084894180297852 Iteration: 528 || Clusters count: 13 || Log posterior: -4026.411667034559 || Iter Time:0.017123937606811523 || Total time:14.102018117904663 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 529 || Clusters count: 13 || Log posterior: -4076.7376686921198 || Iter Time:0.012884140014648438 || Total time:14.114902257919312 Iteration: 530 || Clusters count: 13 || Log posterior: -4037.7037230889277 || Iter Time:0.016715049743652344 || Total 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|| Log posterior: -3942.943634105338 || Iter Time:0.017154932022094727 || Total time:14.218584299087524 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 537 || Clusters count: 13 || Log posterior: -4003.4024838962664 || Iter Time:0.01379704475402832 || Total time:14.232381343841553 Iteration: 538 || Clusters count: 13 || Log posterior: -3987.5467281299507 || Iter Time:0.017510175704956055 || Total time:14.249891519546509 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 539 || Clusters count: 13 || Log posterior: -3983.6705052050556 || Iter Time:0.012964963912963867 || Total time:14.262856483459473 Iteration: 540 || Clusters count: 13 || Log posterior: -3975.426014176833 || Iter Time:0.017236948013305664 || Total time:14.280093431472778 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 541 || Clusters count: 13 || Log posterior: -3960.3146726885375 || Iter 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Iteration: 547 || Clusters count: 13 || Log posterior: -3962.3174750201892 || Iter Time:0.012725830078125 || Total time:14.401701211929321 Iteration: 548 || Clusters count: 13 || Log posterior: -3938.7455424484133 || Iter Time:0.017182111740112305 || Total time:14.418883323669434 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 549 || Clusters count: 13 || Log posterior: -3987.1329654063325 || Iter Time:0.012972116470336914 || Total time:14.43185544013977 Iteration: 550 || Clusters count: 13 || Log posterior: -3950.4687571460104 || Iter Time:0.02003788948059082 || Total time:14.451893329620361 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 551 || Clusters count: 13 || Log posterior: -3940.291470575813 || Iter Time:0.014129161834716797 || Total time:14.466022491455078 Iteration: 552 || Clusters count: 13 || Log posterior: -3919.0583341573424 || Iter Time:0.017706871032714844 || Total 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-3968.4529748186997 || Iter Time:0.01794910430908203 || Total time:14.934973001480103 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 581 || Clusters count: 13 || Log posterior: -4012.2524238376654 || Iter Time:0.014122962951660156 || Total time:14.949095964431763 Iteration: 582 || Clusters count: 13 || Log posterior: -3989.9772803565256 || Iter Time:0.017204999923706055 || Total time:14.966300964355469 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 583 || Clusters count: 13 || Log posterior: -4027.0023925614896 || Iter Time:0.013266801834106445 || Total time:14.979567766189575 Iteration: 584 || Clusters count: 13 || Log posterior: -3999.3027911433805 || Iter Time:0.01679205894470215 || Total time:14.996359825134277 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 585 || Clusters count: 13 || Log posterior: -3988.1862952512743 || Iter Time:0.012306928634643555 || 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-3920.2885759632413 || Iter Time:0.017606019973754883 || Total time:15.28125286102295 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 603 || Clusters count: 13 || Log posterior: -3912.3259219331553 || Iter Time:0.012524127960205078 || Total time:15.293776988983154 Iteration: 604 || Clusters count: 13 || Log posterior: -3870.7873474045973 || Iter Time:0.016383886337280273 || Total time:15.310160875320435 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 605 || Clusters count: 13 || Log posterior: -3933.804048752955 || Iter Time:0.012915849685668945 || Total time:15.323076725006104 Iteration: 606 || Clusters count: 13 || Log posterior: -3908.2375377334474 || Iter Time:0.016773223876953125 || Total time:15.339849948883057 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 607 || Clusters count: 13 || Log posterior: -3961.5388843659252 || Iter Time:0.012462854385375977 || 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Iteration: 685 || Clusters count: 13 || Log posterior: -3946.771730137882 || Iter Time:0.01275491714477539 || Total time:16.56672978401184 Iteration: 686 || Clusters count: 13 || Log posterior: -3928.694042703354 || Iter Time:0.016416072845458984 || Total time:16.5831458568573 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 687 || Clusters count: 13 || Log posterior: -3938.699983234198 || Iter Time:0.012365102767944336 || Total time:16.595510959625244 Iteration: 688 || Clusters count: 13 || Log posterior: -3915.415982369 || Iter Time:0.0170748233795166 || Total time:16.61258578300476 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 689 || Clusters count: 13 || Log posterior: -3979.719556674735 || Iter Time:0.012929916381835938 || Total time:16.625515699386597 Iteration: 690 || Clusters count: 13 || Log posterior: -3954.9147722910984 || Iter Time:0.01674485206604004 || Total time:16.642260551452637 Loading 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Iteration: 807 || Clusters count: 13 || Log posterior: -3951.9083867820295 || Iter Time:0.012440204620361328 || Total time:18.467066287994385 Iteration: 808 || Clusters count: 13 || Log posterior: -3925.0469099855914 || Iter Time:0.017361879348754883 || Total time:18.48442816734314 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 809 || Clusters count: 13 || Log posterior: -3960.1631692735573 || Iter Time:0.014194011688232422 || Total time:18.498622179031372 Iteration: 810 || Clusters count: 13 || Log posterior: -3931.283764901189 || Iter Time:0.018193960189819336 || Total time:18.51681613922119 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 811 || Clusters count: 13 || Log posterior: -3980.4833506263094 || Iter Time:0.013640880584716797 || Total time:18.530457019805908 Iteration: 812 || Clusters count: 13 || Log posterior: -3953.6532992178563 || Iter Time:0.017852067947387695 || Total 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Iteration: 829 || Clusters count: 13 || Log posterior: -3962.0662210393953 || Iter Time:0.01279306411743164 || Total time:18.826047897338867 Iteration: 830 || Clusters count: 13 || Log posterior: -3941.310324470003 || Iter Time:0.017283916473388672 || Total time:18.843331813812256 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 831 || Clusters count: 13 || Log posterior: -3979.4918150249546 || Iter Time:0.013269901275634766 || Total time:18.85660171508789 Iteration: 832 || Clusters count: 13 || Log posterior: -3971.453924588016 || Iter Time:0.01657390594482422 || Total time:18.873175621032715 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 833 || Clusters count: 13 || Log posterior: -3984.0359943850276 || Iter Time:0.012287139892578125 || Total time:18.885462760925293 Iteration: 834 || Clusters count: 13 || Log posterior: -3959.5919964466975 || Iter Time:0.017045974731445312 || Total 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Iteration: 851 || Clusters count: 13 || Log posterior: -3939.211729920971 || Iter Time:0.01351308822631836 || Total time:19.153932809829712 Iteration: 852 || Clusters count: 13 || Log posterior: -3916.695896387578 || Iter Time:0.020127058029174805 || Total time:19.174059867858887 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 853 || Clusters count: 13 || Log posterior: -4018.496866746893 || Iter Time:0.013143062591552734 || Total time:19.18720293045044 Iteration: 854 || Clusters count: 13 || Log posterior: -3995.0669019199822 || Iter Time:0.016613006591796875 || Total time:19.203815937042236 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 855 || Clusters count: 13 || Log posterior: -4013.5712519380154 || Iter Time:0.012715816497802734 || Total time:19.21653175354004 Iteration: 856 || Clusters count: 13 || Log posterior: -3983.212116289535 || Iter Time:0.021789073944091797 || Total time:19.23832082748413 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-3933.837161504889 || Iter Time:0.018191099166870117 || Total time:19.35040283203125 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 863 || Clusters count: 13 || Log posterior: -3981.4614156637294 || Iter Time:0.012935876846313477 || Total time:19.363338708877563 Iteration: 864 || Clusters count: 13 || Log posterior: -3933.2789780958 || Iter Time:0.017668962478637695 || Total time:19.3810076713562 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 865 || Clusters count: 13 || Log posterior: -3975.208402365264 || Iter Time:0.013777971267700195 || Total time:19.3947856426239 Iteration: 866 || Clusters count: 13 || Log posterior: -3957.3548007148283 || Iter Time:0.01667022705078125 || Total time:19.411455869674683 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 867 || Clusters count: 13 || Log posterior: -3941.2195267759143 || Iter Time:0.012677192687988281 || Total 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Iteration: 923 || Clusters count: 13 || Log posterior: -3972.8149368301624 || Iter Time:0.013592004776000977 || Total time:20.275184869766235 Iteration: 924 || Clusters count: 13 || Log posterior: -3961.3301164223576 || Iter Time:0.01680612564086914 || Total time:20.291990995407104 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 925 || Clusters count: 13 || Log posterior: -3980.7118185929803 || Iter Time:0.012165069580078125 || Total time:20.304156064987183 Iteration: 926 || Clusters count: 13 || Log posterior: -3952.6311599065984 || Iter Time:0.016588926315307617 || Total time:20.32074499130249 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 927 || Clusters count: 13 || Log posterior: -3925.3177750221116 || Iter Time:0.01282811164855957 || Total time:20.33357310295105 Iteration: 928 || Clusters count: 13 || Log posterior: -3897.3978558618755 || Iter Time:0.016299962997436523 || Total 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Log posterior: -3993.3365611459312 || Iter Time:0.016040802001953125 || Total time:20.433380126953125 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 935 || Clusters count: 13 || Log posterior: -3983.243795477254 || Iter Time:0.01189112663269043 || Total time:20.445271253585815 Iteration: 936 || Clusters count: 13 || Log posterior: -3969.978680415275 || Iter Time:0.016268014907836914 || Total time:20.461539268493652 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 937 || Clusters count: 13 || Log posterior: -4004.032611916962 || Iter Time:0.012473106384277344 || Total time:20.47401237487793 Iteration: 938 || Clusters count: 13 || Log posterior: -3959.1867739477498 || Iter Time:0.01635289192199707 || Total time:20.490365266799927 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 939 || Clusters count: 13 || Log posterior: -3953.053897439526 || Iter 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Iteration: 945 || Clusters count: 13 || Log posterior: -3918.3522794751216 || Iter Time:0.011610031127929688 || Total time:20.586129188537598 Iteration: 946 || Clusters count: 13 || Log posterior: -3889.0307787858715 || Iter Time:0.03468894958496094 || Total time:20.62081813812256 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 947 || Clusters count: 13 || Log posterior: -3944.4304130158916 || Iter Time:0.012027978897094727 || Total time:20.632846117019653 Iteration: 948 || Clusters count: 13 || Log posterior: -3908.2965210460475 || Iter Time:0.016175031661987305 || Total time:20.64902114868164 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 949 || Clusters count: 13 || Log posterior: -3969.726257779207 || Iter Time:0.011761903762817383 || Total time:20.660783052444458 Iteration: 950 || Clusters count: 13 || Log posterior: -3946.5745020771765 || Iter Time:0.016216039657592773 || Total 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|| Log posterior: -3919.472266748144 || Iter Time:0.016206979751586914 || Total time:20.763933420181274 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 957 || Clusters count: 13 || Log posterior: -3879.668568825515 || Iter Time:0.011574029922485352 || Total time:20.77550745010376 Iteration: 958 || Clusters count: 13 || Log posterior: -3869.7836443353617 || Iter Time:0.017023801803588867 || Total time:20.79253125190735 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 959 || Clusters count: 13 || Log posterior: -3922.005906560264 || Iter Time:0.013504981994628906 || Total time:20.806036233901978 Iteration: 960 || Clusters count: 13 || Log posterior: -3892.8079152883492 || Iter Time:0.01791095733642578 || Total time:20.823947191238403 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 961 || Clusters count: 13 || Log posterior: -3918.5158900396373 || Iter 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Iteration: 967 || Clusters count: 13 || Log posterior: -4020.023617866832 || Iter Time:0.012006998062133789 || Total time:20.922863721847534 Iteration: 968 || Clusters count: 13 || Log posterior: -3990.292377658622 || Iter Time:0.016017913818359375 || Total time:20.938881635665894 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 969 || Clusters count: 13 || Log posterior: -3971.1795527014697 || Iter Time:0.012141942977905273 || Total time:20.9510235786438 Iteration: 970 || Clusters count: 13 || Log posterior: -3940.3305701444515 || Iter Time:0.016043901443481445 || Total time:20.96706748008728 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 971 || Clusters count: 13 || Log posterior: -3960.85642118136 || Iter Time:0.011899232864379883 || Total time:20.97896671295166 Iteration: 972 || Clusters count: 13 || Log posterior: -3946.045225015681 || Iter Time:0.01606893539428711 || Total time:20.995035648345947 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Iteration: 1501 || Clusters count: 13 || Log posterior: -4031.5515081570693 || Iter Time:0.012242794036865234 || Total time:29.014427185058594 Iteration: 1502 || Clusters count: 13 || Log posterior: -4001.7908353165503 || Iter Time:0.01625204086303711 || Total time:29.03067922592163 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1503 || Clusters count: 13 || Log posterior: -4030.3851334284836 || Iter Time:0.011816978454589844 || Total time:29.04249620437622 Iteration: 1504 || Clusters count: 13 || Log posterior: -4008.922194383743 || Iter Time:0.016643047332763672 || Total time:29.059139251708984 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1505 || Clusters count: 13 || Log posterior: -3975.6453709770008 || Iter Time:0.011494874954223633 || Total time:29.070634126663208 Iteration: 1506 || Clusters count: 13 || Log posterior: -3965.7049009539937 || Iter Time:0.016048908233642578 || Total 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Iteration: 1567 || Clusters count: 13 || Log posterior: -4020.77536697427 || Iter Time:0.011150836944580078 || Total time:30.000788688659668 Iteration: 1568 || Clusters count: 13 || Log posterior: -4003.9270944426153 || Iter Time:0.018620967864990234 || Total time:30.019409656524658 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1569 || Clusters count: 13 || Log posterior: -3995.8841220389268 || Iter Time:0.01464390754699707 || Total time:30.034053564071655 Iteration: 1570 || Clusters count: 13 || Log posterior: -3952.7132437771907 || Iter Time:0.017346858978271484 || Total time:30.051400423049927 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1571 || Clusters count: 13 || Log posterior: -3957.902519594187 || Iter Time:0.01199197769165039 || Total time:30.063392400741577 Iteration: 1572 || Clusters count: 13 || Log posterior: -3937.6041770145903 || Iter Time:0.01608419418334961 || Total 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Iteration: 1611 || Clusters count: 13 || Log posterior: -3945.2031736736735 || Iter Time:0.03258395195007324 || Total time:30.659305810928345 Iteration: 1612 || Clusters count: 13 || Log posterior: -3931.1210644112093 || Iter Time:0.017388105392456055 || Total time:30.6766939163208 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1613 || Clusters count: 13 || Log posterior: -3986.69807971663 || Iter Time:0.013391971588134766 || Total time:30.690085887908936 Iteration: 1614 || Clusters count: 13 || Log posterior: -3963.195781209227 || Iter Time:0.01717519760131836 || Total time:30.707261085510254 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1615 || Clusters count: 13 || Log posterior: -3988.334371425671 || Iter Time:0.012753009796142578 || Total time:30.720014095306396 Iteration: 1616 || Clusters count: 13 || Log posterior: -3956.763226189323 || Iter Time:0.016876220703125 || Total time:30.73689031600952 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-3976.8131809854567 || Iter Time:0.017318010330200195 || Total time:31.176290035247803 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1645 || Clusters count: 13 || Log posterior: -4012.7151872730574 || Iter Time:0.012279033660888672 || Total time:31.18856906890869 Iteration: 1646 || Clusters count: 13 || Log posterior: -4000.758823401656 || Iter Time:0.016225099563598633 || Total time:31.20479416847229 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1647 || Clusters count: 13 || Log posterior: -4019.415098252798 || Iter Time:0.01233983039855957 || Total time:31.21713399887085 Iteration: 1648 || Clusters count: 13 || Log posterior: -4001.131062909104 || Iter Time:0.016582012176513672 || Total time:31.233716011047363 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1649 || Clusters count: 13 || Log posterior: -3996.8212131992454 || Iter Time:0.013509035110473633 || 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Iteration: 1771 || Clusters count: 13 || Log posterior: -4004.9050978981522 || Iter Time:0.012804985046386719 || Total time:33.143393993377686 Iteration: 1772 || Clusters count: 13 || Log posterior: -3977.466441337227 || Iter Time:0.0167999267578125 || Total time:33.1601939201355 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1773 || Clusters count: 13 || Log posterior: -3984.833351969628 || Iter Time:0.01325082778930664 || Total time:33.173444747924805 Iteration: 1774 || Clusters count: 13 || Log posterior: -3944.1405940769664 || Iter Time:0.01689600944519043 || Total time:33.190340757369995 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1775 || Clusters count: 13 || Log posterior: -3973.1682675231455 || Iter Time:0.012962102890014648 || Total time:33.20330286026001 Iteration: 1776 || Clusters count: 13 || Log posterior: -3942.4471727942096 || Iter Time:0.038255929946899414 || Total 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Iteration: 1793 || Clusters count: 13 || Log posterior: -3938.299952813481 || Iter Time:0.012555837631225586 || Total time:33.49325084686279 Iteration: 1794 || Clusters count: 13 || Log posterior: -3917.357088536169 || Iter Time:0.01692795753479004 || Total time:33.51017880439758 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1795 || Clusters count: 13 || Log posterior: -3990.353681196553 || Iter Time:0.012473821640014648 || Total time:33.5226526260376 Iteration: 1796 || Clusters count: 13 || Log posterior: -3950.3077920600263 || Iter Time:0.017009973526000977 || Total time:33.5396625995636 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1797 || Clusters count: 13 || Log posterior: -3951.6838841284934 || Iter Time:0.012269020080566406 || Total time:33.551931619644165 Iteration: 1798 || Clusters count: 13 || Log posterior: -3926.67986159291 || Iter Time:0.016582965850830078 || Total 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Iteration: 1815 || Clusters count: 13 || Log posterior: -4000.841697420596 || Iter Time:0.013041019439697266 || Total time:33.84298038482666 Iteration: 1816 || Clusters count: 13 || Log posterior: -3974.785219024517 || Iter Time:0.01667499542236328 || Total time:33.85965538024902 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1817 || Clusters count: 13 || Log posterior: -3976.70197665122 || Iter Time:0.01355600357055664 || Total time:33.87321138381958 Iteration: 1818 || Clusters count: 13 || Log posterior: -3962.2742236144686 || Iter Time:0.016844987869262695 || Total time:33.89005637168884 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1819 || Clusters count: 13 || Log posterior: -3964.7697025473603 || Iter Time:0.013621091842651367 || Total time:33.903677463531494 Iteration: 1820 || Clusters count: 13 || Log posterior: -3937.594081251946 || Iter Time:0.01771092414855957 || Total 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KiB) Iteration: 1837 || Clusters count: 13 || Log posterior: -3950.3330168636035 || Iter Time:0.0124969482421875 || Total time:34.183943033218384 Iteration: 1838 || Clusters count: 13 || Log posterior: -3915.640394803174 || Iter Time:0.017445087432861328 || Total time:34.201388120651245 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 13 || Log posterior: -3956.5432600529853 || Iter Time:0.013337850570678711 || Total time:34.214725971221924 Iteration: 1840 || Clusters count: 13 || Log posterior: -3917.9917145121763 || Iter Time:0.017084836959838867 || Total time:34.23181080818176 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 13 || Log posterior: -3978.522425998624 || Iter Time:0.012819051742553711 || Total time:34.244629859924316 Iteration: 1842 || Clusters count: 13 || Log posterior: -3951.4555997087878 || Iter Time:0.0174100399017334 || Total 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13 || Log posterior: -3935.6864879732766 || Iter Time:0.01723504066467285 || Total time:34.37820482254028 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 13 || Log posterior: -3955.2163533256467 || Iter Time:0.012695789337158203 || Total time:34.39090061187744 Iteration: 1850 || Clusters count: 13 || Log posterior: -3934.460488342391 || Iter Time:0.016746044158935547 || Total time:34.40764665603638 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 13 || Log posterior: -3979.331011080102 || Iter Time:0.012759923934936523 || Total time:34.42040657997131 Iteration: 1852 || Clusters count: 13 || Log posterior: -3959.702341286543 || Iter Time:0.01669001579284668 || Total time:34.43709659576416 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 13 || Log posterior: -4025.5817506208555 || Iter 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Iteration: 1859 || Clusters count: 13 || Log posterior: -3928.5208201847327 || Iter Time:0.01429295539855957 || Total time:34.54199767112732 Iteration: 1860 || Clusters count: 13 || Log posterior: -3916.290322195811 || Iter Time:0.01771688461303711 || Total time:34.559714555740356 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 13 || Log posterior: -3937.396830225356 || Iter Time:0.012595176696777344 || Total time:34.572309732437134 Iteration: 1862 || Clusters count: 13 || Log posterior: -3911.421275091734 || Iter Time:0.016870975494384766 || Total time:34.58918070793152 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 13 || Log posterior: -3928.171245767238 || Iter Time:0.012570858001708984 || Total time:34.60175156593323 Iteration: 1864 || Clusters count: 13 || Log posterior: -3896.488382949485 || Iter Time:0.016775846481323242 || Total 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|| Log posterior: -3927.6921805047164 || Iter Time:0.016803979873657227 || Total time:34.711146116256714 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 13 || Log posterior: -3997.550155685126 || Iter Time:0.012748003005981445 || Total time:34.723894119262695 Iteration: 1872 || Clusters count: 13 || Log posterior: -3981.755162440199 || Iter Time:0.01738286018371582 || Total time:34.74127697944641 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 13 || Log posterior: -3956.1776891113313 || Iter Time:0.012681007385253906 || Total time:34.753957986831665 Iteration: 1874 || Clusters count: 13 || Log posterior: -3944.3573338520787 || Iter Time:0.01689291000366211 || Total time:34.77085089683533 Loading and distributing data: 0.000164 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 13 || Log posterior: -3979.1987114000126 || Iter Time:0.013184070587158203 || Total time:34.784034967422485 Iteration: 1876 || Clusters count: 13 || Log posterior: -3955.536977928135 || Iter Time:0.01735210418701172 || Total time:34.8013870716095 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 13 || Log posterior: -4032.61926193042 || Iter Time:0.013569831848144531 || Total time:34.81495690345764 Iteration: 1878 || Clusters count: 13 || Log posterior: -4010.075238717368 || Iter Time:0.017817974090576172 || Total time:34.83277487754822 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 13 || Log posterior: -4020.73406864503 || Iter Time:0.013605833053588867 || Total time:34.84638071060181 Iteration: 1880 || Clusters count: 13 || Log posterior: -4002.385519801016 || Iter Time:0.0391240119934082 || Total time:34.885504722595215 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 13 || Log posterior: -3973.778548681154 || Iter Time:0.012586832046508789 || Total time:34.898091554641724 Iteration: 1882 || Clusters count: 13 || Log posterior: -3960.7799725521213 || Iter Time:0.01647806167602539 || Total time:34.91456961631775 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 13 || Log posterior: -3968.539549098459 || Iter Time:0.01214289665222168 || Total time:34.92671251296997 Iteration: 1884 || Clusters count: 13 || Log posterior: -3945.2962052168555 || Iter Time:0.01674199104309082 || Total time:34.94345450401306 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 13 || Log posterior: -3986.45762989246 || Iter Time:0.012828826904296875 || Total time:34.95628333091736 Iteration: 1886 || Clusters count: 13 || Log posterior: -3960.296721214894 || Iter Time:0.017035961151123047 || Total time:34.97331929206848 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 13 || Log posterior: -3945.090185833626 || Iter Time:0.01300191879272461 || Total time:34.986321210861206 Iteration: 1888 || Clusters count: 13 || Log posterior: -3925.9485341407662 || Iter Time:0.01706409454345703 || Total time:35.00338530540466 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 13 || Log posterior: -3957.4861151910636 || Iter Time:0.013304948806762695 || Total time:35.016690254211426 Iteration: 1890 || Clusters count: 13 || Log posterior: -3941.832107576148 || Iter Time:0.016898155212402344 || Total time:35.03358840942383 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 13 || Log posterior: -3960.829921927723 || Iter Time:0.013073205947875977 || Total time:35.046661615371704 Iteration: 1892 || Clusters count: 13 || Log posterior: -3929.7453225255285 || Iter Time:0.017229795455932617 || Total time:35.06389141082764 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 13 || Log posterior: -3964.024425685262 || Iter Time:0.012852907180786133 || Total time:35.07674431800842 Iteration: 1894 || Clusters count: 13 || Log posterior: -3943.4386018636324 || Iter Time:0.01683497428894043 || Total time:35.09357929229736 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 13 || Log posterior: -3957.2721798085113 || Iter Time:0.013170003890991211 || Total time:35.106749296188354 Iteration: 1896 || Clusters count: 13 || Log posterior: -3942.202681893343 || Iter Time:0.016849994659423828 || Total time:35.12359929084778 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 13 || Log posterior: -4004.433131698481 || Iter Time:0.013072967529296875 || Total time:35.136672258377075 Iteration: 1898 || Clusters count: 13 || Log posterior: -3977.4124577625084 || Iter Time:0.017165184020996094 || Total time:35.15383744239807 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 13 || Log posterior: -3985.9979988632513 || Iter Time:0.012862920761108398 || Total time:35.16670036315918 Iteration: 1900 || Clusters count: 13 || Log posterior: -3960.8542466615236 || Iter Time:0.016848087310791016 || Total time:35.18354845046997 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 13 || Log posterior: -4008.9724838286115 || Iter Time:0.012125968933105469 || Total time:35.195674419403076 Iteration: 1902 || Clusters count: 13 || Log posterior: -3990.740417280916 || Iter Time:0.017130136489868164 || Total time:35.212804555892944 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 13 || Log posterior: -3965.707717121257 || Iter Time:0.015345096588134766 || Total time:35.22814965248108 Iteration: 1904 || Clusters count: 13 || Log posterior: -3938.498588816694 || Iter Time:0.018738985061645508 || Total time:35.246888637542725 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 13 || Log posterior: -3931.9794497247904 || Iter Time:0.014482975006103516 || Total time:35.26137161254883 Iteration: 1906 || Clusters count: 13 || Log posterior: -3904.0805773203197 || Iter Time:0.017631053924560547 || Total time:35.27900266647339 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 13 || Log posterior: -3943.664693125873 || Iter Time:0.012679100036621094 || Total time:35.29168176651001 Iteration: 1908 || Clusters count: 13 || Log posterior: -3923.0404492769803 || Iter Time:0.016877174377441406 || Total time:35.30855894088745 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 13 || Log posterior: -3997.8084244839984 || Iter Time:0.012659072875976562 || Total time:35.32121801376343 Iteration: 1910 || Clusters count: 13 || Log posterior: -3961.825685910847 || Iter Time:0.017966032028198242 || Total time:35.339184045791626 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 13 || Log posterior: -3986.0410951127815 || Iter Time:0.015275955200195312 || Total time:35.35446000099182 Iteration: 1912 || Clusters count: 13 || Log posterior: -3969.8565251057903 || Iter Time:0.019203901290893555 || Total time:35.373663902282715 Loading and distributing data: 0.000195 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 13 || Log posterior: -3944.820572547398 || Iter Time:0.013572931289672852 || Total time:35.38723683357239 Iteration: 1914 || Clusters count: 13 || Log posterior: -3914.6401999083955 || Iter Time:0.04349708557128906 || Total time:35.43073391914368 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 13 || Log posterior: -3951.3673026649076 || Iter Time:0.013455867767333984 || Total time:35.44418978691101 Iteration: 1916 || Clusters count: 13 || Log posterior: -3929.804838644429 || Iter Time:0.020385026931762695 || Total time:35.46457481384277 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 13 || Log posterior: -3957.769249139113 || Iter Time:0.013640880584716797 || Total time:35.47821569442749 Iteration: 1918 || Clusters count: 13 || Log posterior: -3928.1906760322404 || Iter Time:0.016269922256469727 || Total time:35.49448561668396 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 13 || Log posterior: -3967.222823667894 || Iter Time:0.012969017028808594 || Total time:35.50745463371277 Iteration: 1920 || Clusters count: 13 || Log posterior: -3934.1985136514945 || Iter Time:0.016932964324951172 || Total time:35.52438759803772 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 13 || Log posterior: -3939.413151270314 || Iter Time:0.013170003890991211 || Total time:35.53755760192871 Iteration: 1922 || Clusters count: 13 || Log posterior: -3921.5612949660413 || Iter Time:0.016900062561035156 || Total time:35.554457664489746 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 13 || Log posterior: -3962.1388664189362 || Iter Time:0.012277841567993164 || Total time:35.56673550605774 Iteration: 1924 || Clusters count: 13 || Log posterior: -3941.1455685923434 || Iter Time:0.017125844955444336 || Total time:35.583861351013184 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 13 || Log posterior: -3954.149074830496 || Iter Time:0.013067960739135742 || Total time:35.59692931175232 Iteration: 1926 || Clusters count: 13 || Log posterior: -3939.564053655518 || Iter Time:0.017161846160888672 || Total time:35.61409115791321 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 13 || Log posterior: -4031.26815197949 || Iter Time:0.012604951858520508 || Total time:35.62669610977173 Iteration: 1928 || Clusters count: 13 || Log posterior: -3989.816004450111 || Iter Time:0.017805099487304688 || Total time:35.64450120925903 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 13 || Log posterior: -3962.807278284596 || Iter Time:0.01372981071472168 || Total time:35.658231019973755 Iteration: 1930 || Clusters count: 13 || Log posterior: -3933.714628569121 || Iter Time:0.017781972885131836 || Total time:35.67601299285889 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 13 || Log posterior: -3979.837231397104 || Iter Time:0.013802051544189453 || Total time:35.689815044403076 Iteration: 1932 || Clusters count: 13 || Log posterior: -3947.7638614347993 || Iter Time:0.016351938247680664 || Total time:35.70616698265076 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 13 || Log posterior: -3965.9098624895446 || Iter Time:0.012918949127197266 || Total time:35.719085931777954 Iteration: 1934 || Clusters count: 13 || Log posterior: -3939.0332096837737 || Iter Time:0.016761064529418945 || Total time:35.73584699630737 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 13 || Log posterior: -3956.591397691227 || Iter Time:0.012524843215942383 || Total time:35.748371839523315 Iteration: 1936 || Clusters count: 13 || Log posterior: -3940.1643232483757 || Iter Time:0.01616978645324707 || Total time:35.76454162597656 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 13 || Log posterior: -3960.3999740008667 || Iter Time:0.012946128845214844 || Total time:35.77748775482178 Iteration: 1938 || Clusters count: 13 || Log posterior: -3927.397608127213 || Iter Time:0.016781091690063477 || Total time:35.79426884651184 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 13 || Log posterior: -3914.3369914413456 || Iter Time:0.01431417465209961 || Total time:35.80858302116394 Iteration: 1940 || Clusters count: 13 || Log posterior: -3880.985233694905 || Iter Time:0.01828789710998535 || Total time:35.826870918273926 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 13 || Log posterior: -3954.4534019163543 || Iter Time:0.013365983963012695 || Total time:35.84023690223694 Iteration: 1942 || Clusters count: 13 || Log posterior: -3929.4677595870544 || Iter Time:0.020042896270751953 || Total time:35.86027979850769 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 13 || Log posterior: -3972.4145416594097 || Iter Time:0.013487815856933594 || Total time:35.873767614364624 Iteration: 1944 || Clusters count: 13 || Log posterior: -3954.9462617393974 || Iter Time:0.01667189598083496 || Total time:35.89043951034546 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 13 || Log posterior: -3960.522153920384 || Iter Time:0.012666940689086914 || Total time:35.903106451034546 Iteration: 1946 || Clusters count: 13 || Log posterior: -3928.3682114489407 || Iter Time:0.016957998275756836 || Total time:35.9200644493103 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 13 || Log posterior: -3980.086476919847 || Iter Time:0.01306009292602539 || Total time:35.93312454223633 Iteration: 1948 || Clusters count: 13 || Log posterior: -3952.5037358386317 || Iter Time:0.016396045684814453 || Total time:35.94952058792114 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 13 || Log posterior: -3951.786035297867 || Iter Time:0.035806894302368164 || Total time:35.98532748222351 Iteration: 1950 || Clusters count: 13 || Log posterior: -3912.963957718165 || Iter Time:0.019057035446166992 || Total time:36.00438451766968 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 13 || Log posterior: -3931.587255022886 || Iter Time:0.01374506950378418 || Total time:36.01812958717346 Iteration: 1952 || Clusters count: 13 || Log posterior: -3910.174641238039 || Iter Time:0.017861127853393555 || Total time:36.035990715026855 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 13 || Log posterior: -3998.1988233487264 || Iter Time:0.013643026351928711 || Total time:36.049633741378784 Iteration: 1954 || Clusters count: 13 || Log posterior: -3978.1469824544342 || Iter Time:0.016769886016845703 || Total time:36.06640362739563 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 13 || Log posterior: -3990.6457967050337 || Iter Time:0.011658906936645508 || Total time:36.078062534332275 Iteration: 1956 || Clusters count: 13 || Log posterior: -3970.679483994716 || Iter Time:0.017405033111572266 || Total time:36.09546756744385 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 13 || Log posterior: -4007.7463221761755 || Iter Time:0.014188051223754883 || Total time:36.1096556186676 Iteration: 1958 || Clusters count: 13 || Log posterior: -3987.9912648498585 || Iter Time:0.019388914108276367 || Total time:36.12904453277588 Loading and distributing data: 0.000572 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 13 || Log posterior: -3995.329655865984 || Iter Time:0.015556812286376953 || Total time:36.144601345062256 Iteration: 1960 || Clusters count: 13 || Log posterior: -3977.6905281678664 || Iter Time:0.01771092414855957 || Total time:36.162312269210815 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 13 || Log posterior: -3995.9902156627 || Iter Time:0.01291799545288086 || Total time:36.175230264663696 Iteration: 1962 || Clusters count: 13 || Log posterior: -3971.06611989068 || Iter Time:0.01765894889831543 || Total time:36.19288921356201 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 13 || Log posterior: -3986.067603187234 || Iter Time:0.012167930603027344 || Total time:36.20505714416504 Iteration: 1964 || Clusters count: 13 || Log posterior: -3970.5037064007643 || Iter Time:0.016882896423339844 || Total time:36.22194004058838 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 13 || Log posterior: -4010.0567699699027 || Iter Time:0.013158082962036133 || Total time:36.235098123550415 Iteration: 1966 || Clusters count: 13 || Log posterior: -3983.356545485255 || Iter Time:0.01787114143371582 || Total time:36.25296926498413 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 13 || Log posterior: -4007.011813813221 || Iter Time:0.013245105743408203 || Total time:36.26621437072754 Iteration: 1968 || Clusters count: 13 || Log posterior: -3979.009037107056 || Iter Time:0.01669597625732422 || Total time:36.28291034698486 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 13 || Log posterior: -3967.442954319228 || Iter Time:0.01234292984008789 || Total time:36.29525327682495 Iteration: 1970 || Clusters count: 13 || Log posterior: -3957.662205586195 || Iter Time:0.016700029373168945 || Total time:36.31195330619812 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 13 || Log posterior: -3947.21446019187 || Iter Time:0.012542963027954102 || Total time:36.324496269226074 Iteration: 1972 || Clusters count: 13 || Log posterior: -3935.9722051504014 || Iter Time:0.01799607276916504 || Total time:36.34249234199524 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 13 || Log posterior: -4003.5592576583504 || Iter Time:0.014468908309936523 || Total time:36.356961250305176 Iteration: 1974 || Clusters count: 13 || Log posterior: -3973.900805873467 || Iter Time:0.01841902732849121 || Total time:36.37538027763367 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 13 || Log posterior: -4043.6204099090182 || Iter Time:0.012911796569824219 || Total time:36.38829207420349 Iteration: 1976 || Clusters count: 13 || Log posterior: -4011.2045169531752 || Iter Time:0.017265796661376953 || Total time:36.40555787086487 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 13 || Log posterior: -3970.0485594278907 || Iter Time:0.013231992721557617 || Total time:36.418789863586426 Iteration: 1978 || Clusters count: 13 || Log posterior: -3944.5675536276476 || Iter Time:0.017282962799072266 || Total time:36.4360728263855 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 13 || Log posterior: -3950.539528635854 || Iter Time:0.012539148330688477 || Total time:36.44861197471619 Iteration: 1980 || Clusters count: 13 || Log posterior: -3917.2151763701013 || Iter Time:0.017444133758544922 || Total time:36.46605610847473 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 13 || Log posterior: -3925.4819020370933 || Iter Time:0.014616012573242188 || Total time:36.480672121047974 Iteration: 1982 || Clusters count: 13 || Log posterior: -3900.428791110391 || Iter Time:0.017237186431884766 || Total time:36.49790930747986 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 13 || Log posterior: -3981.2044551426775 || Iter Time:0.013628959655761719 || Total time:36.51153826713562 Iteration: 1984 || Clusters count: 13 || Log posterior: -3965.151146754238 || Iter Time:0.04215693473815918 || Total time:36.55369520187378 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 13 || Log posterior: -3946.8119866581096 || Iter Time:0.0135040283203125 || Total time:36.56719923019409 Iteration: 1986 || Clusters count: 13 || Log posterior: -3917.7190364293874 || Iter Time:0.01762104034423828 || Total time:36.58482027053833 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 13 || Log posterior: -3960.1917367679634 || Iter Time:0.013111114501953125 || Total time:36.59793138504028 Iteration: 1988 || Clusters count: 13 || Log posterior: -3946.604358022757 || Iter Time:0.017705917358398438 || Total time:36.61563730239868 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 13 || Log posterior: -3994.5257380620633 || Iter Time:0.012986898422241211 || Total time:36.62862420082092 Iteration: 1990 || Clusters count: 13 || Log posterior: -3971.312661901961 || Iter Time:0.018413066864013672 || Total time:36.64703726768494 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 13 || Log posterior: -3953.2674811161073 || Iter Time:0.013174057006835938 || Total time:36.66021132469177 Iteration: 1992 || Clusters count: 13 || Log posterior: -3939.4842674838983 || Iter Time:0.01879405975341797 || Total time:36.67900538444519 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 13 || Log posterior: -3953.638949631003 || Iter Time:0.013046979904174805 || Total time:36.692052364349365 Iteration: 1994 || Clusters count: 13 || Log posterior: -3921.6537863640588 || Iter Time:0.01765894889831543 || Total time:36.70971131324768 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 13 || Log posterior: -3934.972227551005 || Iter Time:0.01317906379699707 || Total time:36.72289037704468 Iteration: 1996 || Clusters count: 13 || Log posterior: -3912.044527313344 || Iter Time:0.018178939819335938 || Total time:36.741069316864014 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 13 || Log posterior: -3929.2739067314415 || Iter Time:0.013962030410766602 || Total time:36.75503134727478 Iteration: 1998 || Clusters count: 13 || Log posterior: -3905.246461114862 || Iter Time:0.017899036407470703 || Total time:36.77293038368225 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 13 || Log posterior: -3937.8293874150913 || Iter Time:0.014432907104492188 || Total time:36.78736329078674 Iteration: 2000 || Clusters count: 13 || Log posterior: -3915.892087362805 || Iter Time:0.018993139266967773 || Total time:36.80635643005371 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 13 || Log posterior: -3984.198193626924 || Iter Time:0.013355016708374023 || Total time:36.819711446762085 Iteration: 2002 || Clusters count: 13 || Log posterior: -3951.110434878151 || Iter Time:0.01778697967529297 || Total time:36.83749842643738 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 13 || Log posterior: -3942.9037425445904 || Iter Time:0.012468099594116211 || Total time:36.849966526031494 Iteration: 2004 || Clusters count: 13 || Log posterior: -3928.5578482986725 || Iter Time:0.017091989517211914 || Total time:36.867058515548706 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 13 || Log posterior: -4006.41309575508 || Iter Time:0.01294398307800293 || Total time:36.88000249862671 Iteration: 2006 || Clusters count: 13 || Log posterior: -3966.60627902696 || Iter Time:0.016167163848876953 || Total time:36.896169662475586 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 13 || Log posterior: -4006.8676482583846 || Iter Time:0.012941122055053711 || Total time:36.90911078453064 Iteration: 2008 || Clusters count: 13 || Log posterior: -3989.5300801947155 || Iter Time:0.019752979278564453 || Total time:36.928863763809204 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 13 || Log posterior: -4018.6443553740296 || Iter Time:0.01326298713684082 || Total time:36.942126750946045 Iteration: 2010 || Clusters count: 13 || Log posterior: -3995.331864151186 || Iter Time:0.016829967498779297 || Total time:36.958956718444824 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 13 || Log posterior: -3989.235216618267 || Iter Time:0.012336015701293945 || Total time:36.97129273414612 Iteration: 2012 || Clusters count: 13 || Log posterior: -3953.241029068239 || Iter Time:0.016908884048461914 || Total time:36.98820161819458 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 13 || Log posterior: -3976.1464445963993 || Iter Time:0.012690067291259766 || Total time:37.00089168548584 Iteration: 2014 || Clusters count: 13 || Log posterior: -3951.700338278935 || Iter Time:0.0169827938079834 || Total time:37.01787447929382 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 13 || Log posterior: -3969.994340865073 || Iter Time:0.012284994125366211 || Total time:37.03015947341919 Iteration: 2016 || Clusters count: 13 || Log posterior: -3950.0634670566533 || Iter Time:0.016943931579589844 || Total time:37.04710340499878 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 13 || Log posterior: -3988.13579801504 || Iter Time:0.01306605339050293 || Total time:37.06016945838928 Iteration: 2018 || Clusters count: 13 || Log posterior: -3974.647049784628 || Iter Time:0.01700592041015625 || Total time:37.07717537879944 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 13 || Log posterior: -3958.564738422502 || Iter Time:0.013293027877807617 || Total time:37.090468406677246 Iteration: 2020 || Clusters count: 13 || Log posterior: -3946.9054979231137 || Iter Time:0.0400691032409668 || Total time:37.13053750991821 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 13 || Log posterior: -3972.0274613908 || Iter Time:0.013214111328125 || Total time:37.14375162124634 Iteration: 2022 || Clusters count: 13 || Log posterior: -3951.1643738779453 || Iter Time:0.01659107208251953 || Total time:37.16034269332886 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 13 || Log posterior: -3982.706605159572 || Iter Time:0.013852119445800781 || Total time:37.17419481277466 Iteration: 2024 || Clusters count: 13 || Log posterior: -3976.057769973111 || Iter Time:0.01749420166015625 || Total time:37.191689014434814 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 13 || Log posterior: -3972.7576071932913 || Iter Time:0.012278079986572266 || Total time:37.20396709442139 Iteration: 2026 || Clusters count: 13 || Log posterior: -3952.602209156718 || Iter Time:0.016970157623291016 || Total time:37.22093725204468 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 13 || Log posterior: -3975.6244607048807 || Iter Time:0.013054132461547852 || Total time:37.233991384506226 Iteration: 2028 || Clusters count: 13 || Log posterior: -3966.8946493478884 || Iter Time:0.016633987426757812 || Total time:37.25062537193298 Avg NMI: 0.9071089231877677 Full NMI: 0.8982082531836415 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m23.5s Testing DPMMSubClustersStreaming tests passed Testing completed after 264.88s PkgEval succeeded after 413.18s