Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.1851 (d64c0da64c*) started at 2026-03-05T19:23:52.765 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 13.84s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.14/Manifest.toml` [1520ce14] + AbstractTrees v0.4.5 [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.9 [31c24e10] + Distributions v0.25.123 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.18.0 [1a297f60] + FillArrays v1.16.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.67 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.27 [bac558e1] + OrderedCollections v1.8.1 ⌃ [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.2 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.4.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.17 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.2 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.13.0 [b27032c2] + LibCURL v1.0.0 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.14.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.18.0+0 [e37daf67] + LibGit2_jll v1.9.2+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.12.2 [4536629a] + OpenBLAS_jll v0.3.30+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.5+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.2+0 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.68.0+1 [3f19e933] + p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 6.17s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 4926.3 ms ✓ Clustering 11586.8 ms ✓ KernelFunctions 11007.5 ms ✓ DPMMSubClustersStreaming 3 dependencies successfully precompiled in 29 seconds. 101 already precompiled. Precompilation completed after 53.92s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_CTQiQW/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.123 [ec8451be] KernelFunctions v0.10.67 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_CTQiQW/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.123 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.18.0 [1a297f60] FillArrays v1.16.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.67 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.27 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.2 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.4.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.17 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.2 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.13.0 [b27032c2] LibCURL v1.0.0 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.14.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.18.0+0 [e37daf67] LibGit2_jll v1.9.2+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.12.2 [4536629a] OpenBLAS_jll v0.3.30+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.5+0 [efcefdf7] PCRE2_jll v10.47.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.2+0 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.68.0+1 [3f19e933] p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Loading and distributing data: 3.975888 seconds (966.49 k allocations: 60.490 MiB, 99.86% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233083.22548629093 || Iter Time:20.500396013259888 || Total time:20.500396013259888 Iteration: 1 || Clusters count: 1 || Log posterior: -233083.22548629093 || Iter Time:0.006330013275146484 || Total time:20.506726026535034 Iteration: 2 || Clusters count: 1 || Log posterior: -233083.22548629093 || Iter Time:0.005922079086303711 || Total time:20.512648105621338 Iteration: 3 || Clusters count: 1 || Log posterior: -233083.22548629093 || Iter Time:0.00590205192565918 || Total time:20.518550157546997 Iteration: 4 || Clusters count: 1 || Log posterior: -233083.22548629093 || Iter Time:0.006123065948486328 || Total time:20.524673223495483 Iteration: 5 || Clusters count: 1 || Log posterior: -233083.22548629093 || Iter Time:0.017741918563842773 || Total time:20.542415142059326 Iteration: 6 || Clusters count: 1 || Log posterior: -233083.22548629093 || Iter Time:0.005714893341064453 || Total time:20.54813003540039 Iteration: 7 || Clusters count: 1 || Log posterior: -233083.22548629093 || Iter Time:0.005710124969482422 || Total time:20.553840160369873 Iteration: 8 || Clusters count: 1 || Log posterior: -233083.22548629093 || Iter Time:0.006382942199707031 || Total time:20.56022310256958 Iteration: 9 || Clusters count: 1 || Log posterior: -233083.22548629093 || Iter Time:0.006671905517578125 || Total time:20.566895008087158 Iteration: 10 || Clusters count: 1 || Log posterior: -233083.22548629093 || Iter Time:0.006997108459472656 || Total time:20.57389211654663 Iteration: 11 || Clusters count: 1 || Log posterior: -233083.22548629093 || Iter Time:0.006696939468383789 || Total time:20.580589056015015 Iteration: 12 || Clusters count: 1 || Log posterior: -233083.22548629093 || Iter Time:0.006628990173339844 || Total time:20.587218046188354 Iteration: 13 || Clusters count: 2 || Log posterior: -232758.23000504004 || Iter Time:4.704195976257324 || Total time:25.29141402244568 Iteration: 14 || Clusters count: 2 || Log posterior: -232741.19245937507 || Iter Time:0.006742000579833984 || Total time:25.298156023025513 Iteration: 15 || Clusters count: 2 || Log posterior: -232749.0473811744 || Iter Time:0.006407976150512695 || Total time:25.304563999176025 Iteration: 16 || Clusters count: 2 || Log posterior: -232758.1402613717 || Iter Time:0.0064640045166015625 || Total time:25.311028003692627 Iteration: 17 || Clusters count: 2 || Log posterior: -232714.9998852054 || Iter Time:0.0063838958740234375 || Total time:25.31741189956665 Iteration: 18 || Clusters count: 2 || Log posterior: -232731.29446085097 || Iter Time:0.006369829177856445 || Total time:25.323781728744507 Iteration: 19 || Clusters count: 2 || Log posterior: -232719.7913107249 || Iter Time:0.006257772445678711 || Total time:25.330039501190186 Iteration: 20 || Clusters count: 2 || Log posterior: -232662.02076790735 || Iter Time:1.668889045715332 || Total time:26.998928546905518 Loading and distributing data: 0.000821 seconds (141 allocations: 396.023 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232853.71484692738 || Iter Time:0.034249067306518555 || Total time:27.033177614212036 Iteration: 22 || Clusters count: 2 || Log posterior: -232813.3512651718 || Iter Time:0.00631403923034668 || Total time:27.039491653442383 Iteration: 23 || Clusters count: 2 || Log posterior: -232799.96715873166 || Iter Time:0.006618022918701172 || Total time:27.046109676361084 Iteration: 24 || Clusters count: 2 || Log posterior: -232797.78662876246 || Iter Time:0.005825996398925781 || Total time:27.05193567276001 Iteration: 25 || Clusters count: 2 || Log posterior: -232803.88550647208 || Iter Time:0.006185054779052734 || Total time:27.058120727539062 Iteration: 26 || Clusters count: 2 || Log posterior: -232775.52613147208 || Iter Time:0.006295919418334961 || Total time:27.064416646957397 Iteration: 27 || Clusters count: 2 || Log posterior: -232775.25992182535 || Iter Time:0.006249904632568359 || Total time:27.070666551589966 Iteration: 28 || Clusters count: 3 || Log posterior: -232460.1303100635 || Iter Time:0.007930994033813477 || Total time:27.07859754562378 Iteration: 29 || Clusters count: 3 || Log posterior: -232318.23854379103 || Iter Time:0.006730794906616211 || Total time:27.085328340530396 Iteration: 30 || Clusters count: 3 || Log posterior: -232278.19109837056 || Iter Time:0.006875038146972656 || Total time:27.092203378677368 Iteration: 31 || Clusters count: 3 || Log posterior: -232283.83041493964 || Iter Time:0.006783008575439453 || Total time:27.098986387252808 Iteration: 32 || Clusters count: 3 || Log posterior: -232274.4671823771 || Iter Time:0.006604194641113281 || Total time:27.10559058189392 Iteration: 33 || Clusters count: 3 || Log posterior: -232263.5944013307 || Iter Time:0.006712913513183594 || Total time:27.112303495407104 Iteration: 34 || Clusters count: 3 || Log posterior: -232270.92802386795 || Iter Time:0.006623983383178711 || Total time:27.118927478790283 Iteration: 35 || Clusters count: 3 || Log posterior: -232274.20364856903 || Iter Time:0.006975889205932617 || Total time:27.125903367996216 Iteration: 36 || Clusters count: 3 || Log posterior: -232253.34059270858 || Iter Time:0.006682157516479492 || Total time:27.132585525512695 Iteration: 37 || Clusters count: 3 || Log posterior: -232252.02781711036 || Iter Time:0.00662684440612793 || Total time:27.139212369918823 Iteration: 38 || Clusters count: 3 || Log posterior: -232274.47328988923 || Iter Time:0.006734132766723633 || Total time:27.145946502685547 Iteration: 39 || Clusters count: 3 || Log posterior: -232264.08825368466 || Iter Time:0.007657051086425781 || Total time:27.153603553771973 Iteration: 40 || Clusters count: 3 || Log posterior: -232264.49727301626 || Iter Time:0.007845878601074219 || Total time:27.161449432373047 Iteration: 41 || Clusters count: 3 || Log posterior: -232222.1429112717 || Iter Time:0.007516145706176758 || Total time:27.168965578079224 Loading and distributing data: 0.000708 seconds (141 allocations: 396.023 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262400.6845545456 || Iter Time:0.007058858871459961 || Total time:27.176024436950684 Iteration: 43 || Clusters count: 5 || Log posterior: -261760.56159236 || Iter Time:0.010204076766967773 || Total time:27.18622851371765 Iteration: 44 || Clusters count: 5 || Log posterior: -261300.11542217227 || Iter Time:0.008922100067138672 || Total time:27.19515061378479 Iteration: 45 || Clusters count: 5 || Log posterior: -261255.50024673535 || Iter Time:0.00858306884765625 || Total time:27.203733682632446 Iteration: 46 || Clusters count: 5 || Log posterior: -261262.88936384564 || Iter Time:0.008661031723022461 || Total time:27.21239471435547 Iteration: 47 || Clusters count: 5 || Log posterior: -261257.52270689022 || Iter Time:0.008708953857421875 || Total time:27.22110366821289 Iteration: 48 || Clusters count: 5 || Log posterior: -261258.68859214708 || Iter Time:0.008454084396362305 || Total time:27.229557752609253 Iteration: 49 || Clusters count: 5 || Log posterior: -261262.2148057942 || Iter Time:0.008572816848754883 || Total time:27.238130569458008 Iteration: 50 || Clusters count: 5 || Log posterior: -261260.96402707868 || Iter Time:0.008793115615844727 || Total time:27.246923685073853 Iteration: 51 || Clusters count: 5 || Log posterior: -261257.93651702753 || Iter Time:0.008785009384155273 || Total time:27.255708694458008 Iteration: 52 || Clusters count: 5 || Log posterior: -261258.38208670286 || Iter Time:0.00867915153503418 || Total time:27.264387845993042 Iteration: 53 || Clusters count: 5 || Log posterior: -261260.30444617616 || Iter Time:0.008405923843383789 || Total time:27.272793769836426 Iteration: 54 || Clusters count: 5 || Log posterior: -261259.8587721015 || Iter Time:0.00865793228149414 || Total time:27.28145170211792 Iteration: 55 || Clusters count: 5 || Log posterior: -261262.6915801892 || Iter Time:0.008430957794189453 || Total time:27.28988265991211 Iteration: 56 || Clusters count: 5 || Log posterior: -261254.9435590742 || Iter Time:0.008205890655517578 || Total time:27.298088550567627 Iteration: 57 || Clusters count: 6 || Log posterior: -260903.29949892443 || Iter Time:0.012536048889160156 || Total time:27.310624599456787 Iteration: 58 || Clusters count: 6 || Log posterior: -260892.27378614817 || Iter Time:0.7782959938049316 || Total time:28.08892059326172 Iteration: 59 || Clusters count: 6 || Log posterior: -260889.39707337608 || Iter Time:0.04638218879699707 || Total time:28.135302782058716 Iteration: 60 || Clusters count: 6 || Log posterior: -260880.02543901157 || Iter Time:0.008685827255249023 || Total time:28.143988609313965 Iteration: 61 || Clusters count: 6 || Log posterior: -260874.1744290181 || Iter Time:0.008981943130493164 || Total time:28.152970552444458 Iteration: 62 || Clusters count: 6 || Log posterior: -260827.39648753384 || Iter Time:0.008293867111206055 || Total time:28.161264419555664 Loading and distributing data: 0.000891 seconds (141 allocations: 396.023 KiB) Iteration: 63 || Clusters count: 6 || Log posterior: -261189.4745400373 || Iter Time:0.008870840072631836 || Total time:28.170135259628296 Iteration: 64 || Clusters count: 6 || Log posterior: -261189.53066791003 || Iter Time:0.008980989456176758 || Total time:28.179116249084473 Iteration: 65 || Clusters count: 6 || Log posterior: -261180.187064644 || Iter Time:0.008699893951416016 || Total time:28.18781614303589 Iteration: 66 || Clusters count: 6 || Log posterior: -261166.06425102064 || Iter Time:0.009145021438598633 || Total time:28.196961164474487 Iteration: 67 || Clusters count: 6 || Log posterior: -261146.41638486748 || Iter Time:0.008765935897827148 || Total time:28.205727100372314 Iteration: 68 || Clusters count: 6 || Log posterior: -261164.2970543183 || Iter Time:0.008838176727294922 || Total time:28.21456527709961 Iteration: 69 || Clusters count: 6 || Log posterior: -261204.04075272055 || Iter Time:0.008638143539428711 || Total time:28.223203420639038 Iteration: 70 || Clusters count: 6 || Log posterior: -261173.87461121735 || Iter Time:0.009040117263793945 || Total time:28.232243537902832 Iteration: 71 || Clusters count: 6 || Log posterior: -261169.4625319573 || Iter Time:0.00863194465637207 || Total time:28.240875482559204 Iteration: 72 || Clusters count: 7 || Log posterior: -260862.32511720687 || Iter Time:0.009914159774780273 || Total time:28.250789642333984 Iteration: 73 || Clusters count: 7 || Log posterior: -260738.45229006492 || Iter Time:0.009805917739868164 || Total time:28.260595560073853 Iteration: 74 || Clusters count: 7 || Log posterior: -260654.76339847615 || Iter Time:0.009202957153320312 || Total time:28.269798517227173 Iteration: 75 || Clusters count: 7 || Log posterior: -260633.22665463493 || Iter Time:0.00932002067565918 || Total time:28.279118537902832 Iteration: 76 || Clusters count: 7 || Log posterior: -260617.02099181165 || Iter Time:0.009083032608032227 || Total time:28.288201570510864 Iteration: 77 || Clusters count: 8 || Log posterior: -260349.34918951304 || Iter Time:0.01196599006652832 || Total time:28.300167560577393 Iteration: 78 || Clusters count: 8 || Log posterior: -260337.8363797482 || Iter Time:0.009553909301757812 || Total time:28.30972146987915 Iteration: 79 || Clusters count: 8 || Log posterior: -260317.19119688403 || Iter Time:0.00937795639038086 || Total time:28.31909942626953 Iteration: 80 || Clusters count: 8 || Log posterior: -260320.73759134952 || Iter Time:0.009598970413208008 || Total time:28.32869839668274 Iteration: 81 || Clusters count: 8 || Log posterior: -260309.10929634434 || Iter Time:0.008977174758911133 || Total time:28.33767557144165 Iteration: 82 || Clusters count: 8 || Log posterior: -260325.28986075812 || Iter Time:0.02899003028869629 || Total time:28.366665601730347 Iteration: 83 || Clusters count: 8 || Log posterior: -260264.56029592946 || Iter Time:0.008826017379760742 || Total time:28.375491619110107 Loading and distributing data: 0.000722 seconds (141 allocations: 396.023 KiB) Iteration: 84 || Clusters count: 8 || Log posterior: -260144.3189382493 || Iter Time:0.010235071182250977 || Total time:28.38572669029236 Iteration: 85 || Clusters count: 8 || Log posterior: -260095.64916526503 || Iter Time:0.009711027145385742 || Total time:28.395437717437744 Iteration: 86 || Clusters count: 8 || Log posterior: -260069.19710849298 || Iter Time:0.00942087173461914 || Total time:28.404858589172363 Iteration: 87 || Clusters count: 8 || Log posterior: -260061.1709121631 || Iter Time:0.010050058364868164 || Total time:28.41490864753723 Iteration: 88 || Clusters count: 8 || Log posterior: -260050.6128942352 || Iter Time:0.009982824325561523 || Total time:28.424891471862793 Iteration: 89 || Clusters count: 8 || Log posterior: -260036.32135064906 || Iter 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posterior: -256976.6639248526 || Iter Time:0.02097797393798828 || Total time:28.899691581726074 Iteration: 125 || Clusters count: 16 || Log posterior: -256952.26656655042 || Iter Time:0.014798164367675781 || Total time:28.91448974609375 Loading and distributing data: 0.000691 seconds (141 allocations: 396.023 KiB) Iteration: 126 || Clusters count: 17 || Log posterior: -256698.35019104986 || Iter Time:0.016501903533935547 || Total time:28.930991649627686 Iteration: 127 || Clusters count: 17 || Log posterior: -256629.99089737335 || Iter Time:0.014935970306396484 || Total time:28.945927619934082 Iteration: 128 || Clusters count: 17 || Log posterior: -256618.0695997271 || Iter Time:0.01768016815185547 || Total time:28.963607788085938 Iteration: 129 || Clusters count: 17 || Log posterior: -256609.27096021108 || Iter Time:0.02243804931640625 || Total time:28.986045837402344 Iteration: 130 || Clusters count: 17 || Log posterior: -256613.50234325867 || Iter Time:0.019275188446044922 || Total 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-255051.62153794014 || Iter Time:0.02553105354309082 || Total time:29.794100046157837 Iteration: 166 || Clusters count: 20 || Log posterior: -255050.55568418422 || Iter Time:0.03172612190246582 || Total time:29.825826168060303 Iteration: 167 || Clusters count: 20 || Log posterior: -255042.30646618767 || Iter Time:0.026602983474731445 || Total time:29.852429151535034 Loading and distributing data: 0.000712 seconds (141 allocations: 396.023 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255166.94662002014 || Iter Time:0.02708911895751953 || Total time:29.879518270492554 Iteration: 169 || Clusters count: 20 || Log posterior: -255150.7071231001 || Iter Time:0.03198504447937012 || Total time:29.911503314971924 Iteration: 170 || Clusters count: 20 || Log posterior: -255150.3450522078 || Iter Time:0.026679039001464844 || Total time:29.93818235397339 Iteration: 171 || Clusters count: 20 || Log posterior: -255148.12967810512 || Iter Time:0.0263669490814209 || Total 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time:30.368478059768677 Iteration: 186 || Clusters count: 20 || Log posterior: -255138.97426409886 || Iter Time:0.027540922164916992 || Total time:30.396018981933594 Iteration: 187 || Clusters count: 20 || Log posterior: -255144.6911224949 || Iter Time:0.035382986068725586 || Total time:30.43140196800232 Iteration: 188 || Clusters count: 20 || Log posterior: -255142.05643478452 || Iter Time:0.02587604522705078 || Total time:30.45727801322937 Loading and distributing data: 0.000842 seconds (141 allocations: 396.023 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255324.04403482412 || Iter Time:0.02663397789001465 || Total time:30.483911991119385 Iteration: 190 || Clusters count: 20 || Log posterior: -255295.4368832903 || Iter Time:0.031247854232788086 || Total time:30.515159845352173 Iteration: 191 || Clusters count: 20 || Log posterior: -255293.6633710473 || Iter Time:0.026527881622314453 || Total time:30.541687726974487 Iteration: 192 || Clusters count: 20 || Log posterior: -255297.29646436786 || Iter Time:0.026182889938354492 || Total time:30.567870616912842 Iteration: 193 || Clusters count: 20 || Log posterior: -255295.02210234865 || Iter Time:0.03202390670776367 || Total time:30.599894523620605 Iteration: 194 || Clusters count: 20 || Log posterior: -255292.31614311496 || Iter Time:0.026287078857421875 || Total time:30.626181602478027 Iteration: 195 || Clusters count: 20 || Log posterior: -255297.71303952436 || Iter Time:0.026343822479248047 || Total time:30.652525424957275 Iteration: 196 || Clusters count: 20 || Log posterior: -255303.9287654159 || Iter Time:0.02649688720703125 || Total time:30.679022312164307 Iteration: 197 || Clusters count: 20 || Log posterior: -255295.50143291405 || Iter Time:0.03166079521179199 || Total time:30.7106831073761 Iteration: 198 || Clusters count: 20 || Log posterior: -255294.96058966854 || Iter Time:0.026608943939208984 || Total time:30.737292051315308 Iteration: 199 || Clusters count: 20 || Log posterior: -255291.39231091534 || Iter Time:0.02721095085144043 || Total time:30.764503002166748 Iteration: 200 || Clusters count: 20 || Log posterior: -255292.71402871914 || Iter Time:0.031005144119262695 || Total time:30.79550814628601 Iteration: 201 || Clusters count: 20 || Log posterior: -255291.69684995306 || Iter Time:0.026955127716064453 || Total time:30.822463274002075 Iteration: 202 || Clusters count: 20 || Log posterior: -255296.2706533329 || Iter Time:0.026495933532714844 || Total time:30.84895920753479 Iteration: 203 || Clusters count: 20 || Log posterior: -255295.43431651802 || Iter Time:0.026192903518676758 || Total time:30.875152111053467 Iteration: 204 || Clusters count: 20 || Log posterior: -255294.53707718404 || Iter Time:0.03165316581726074 || Total time:30.906805276870728 Iteration: 205 || Clusters count: 20 || Log posterior: -255293.28834770987 || Iter Time:0.025870084762573242 || Total time:30.9326753616333 Iteration: 206 || Clusters count: 20 || Log posterior: -255295.26512870623 || Iter Time:0.027540922164916992 || Total time:30.960216283798218 Iteration: 207 || Clusters count: 20 || Log posterior: -255292.02143193956 || Iter Time:0.03240394592285156 || Total time:30.99262022972107 Iteration: 208 || Clusters count: 20 || Log posterior: -255292.02143193956 || Iter Time:0.028332948684692383 || Total time:31.02095317840576 Iteration: 209 || Clusters count: 20 || Log posterior: -255292.02143193956 || Iter Time:0.026336193084716797 || Total time:31.04728937149048 NMI: 0.7308679971786745 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m38.7s [147414, 49594, 24459, 14244, 3607, 21690, 53336, 193, 70679, 114137, 73730, 71627, 9224, 27045, 51656, 103962, 22826, 41136, 74315, 25126] Loading and distributing data: 0.000253 seconds (141 allocations: 13.211 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7013.302579279951 || Iter Time:4.765061140060425 || Total time:4.765061140060425 Iteration: 1 || Clusters count: 1 || Log posterior: -7013.302579279951 || Iter Time:0.002679109573364258 || Total time:4.767740249633789 Iteration: 2 || Clusters count: 1 || Log posterior: -7013.302579279951 || Iter Time:0.0016889572143554688 || Total time:4.7694292068481445 Iteration: 3 || Clusters count: 1 || Log posterior: -7013.302579279951 || Iter Time:0.0015108585357666016 || Total time:4.770940065383911 Iteration: 4 || Clusters count: 1 || Log posterior: -7013.302579279951 || Iter Time:0.0015637874603271484 || Total time:4.772503852844238 Iteration: 5 || Clusters count: 1 || Log posterior: -7013.302579279951 || Iter Time:0.0015418529510498047 || Total time:4.774045705795288 Iteration: 6 || Clusters count: 1 || Log posterior: -7013.302579279951 || Iter Time:0.0015680789947509766 || Total time:4.775613784790039 Iteration: 7 || Clusters count: 1 || Log posterior: -7013.302579279951 || Iter Time:0.0015840530395507812 || Total time:4.77719783782959 Iteration: 8 || Clusters count: 2 || Log posterior: -6476.645553784378 || Iter Time:0.1693589687347412 || Total time:4.946556806564331 Iteration: 9 || Clusters count: 2 || Log posterior: -6467.373629909605 || Iter Time:0.002354145050048828 || Total time:4.94891095161438 Iteration: 10 || Clusters count: 2 || Log posterior: -6467.373629909605 || Iter Time:0.002340078353881836 || Total time:4.951251029968262 Iteration: 11 || Clusters count: 2 || Log posterior: -6467.373629909605 || Iter Time:0.0023670196533203125 || Total time:4.953618049621582 Iteration: 12 || Clusters count: 2 || Log posterior: -6470.3807194950095 || Iter Time:0.0019910335540771484 || Total time:4.955609083175659 Iteration: 13 || Clusters count: 2 || Log posterior: -6471.055104482635 || Iter Time:0.0021359920501708984 || Total time:4.95774507522583 Iteration: 14 || Clusters count: 2 || Log posterior: -6467.373629909605 || Iter Time:0.002208232879638672 || Total time:4.959953308105469 Iteration: 15 || Clusters count: 2 || Log posterior: -6472.964563396197 || Iter Time:0.0023550987243652344 || Total time:4.962308406829834 Iteration: 16 || Clusters count: 2 || Log posterior: -6467.373629909605 || Iter Time:0.002129793167114258 || Total time:4.964438199996948 Iteration: 17 || Clusters count: 2 || Log posterior: -6471.055104482635 || Iter Time:0.0021741390228271484 || Total time:4.966612339019775 Iteration: 18 || Clusters count: 4 || Log posterior: -6127.345081644028 || Iter Time:0.007612943649291992 || Total time:4.974225282669067 Iteration: 19 || Clusters count: 4 || Log posterior: -6115.445952726533 || Iter Time:0.0031270980834960938 || Total time:4.9773523807525635 Iteration: 20 || Clusters count: 4 || Log posterior: -6132.861792993137 || Iter Time:0.002941131591796875 || Total time:4.98029351234436 Iteration: 21 || Clusters count: 4 || Log posterior: -6123.750997534745 || Iter Time:0.0029599666595458984 || Total time:4.983253479003906 Iteration: 22 || Clusters count: 4 || Log posterior: -6128.200074813284 || Iter Time:0.003126859664916992 || Total time:4.986380338668823 Iteration: 23 || Clusters count: 4 || Log posterior: -6121.96035254896 || Iter Time:0.0030760765075683594 || Total time:4.989456415176392 Iteration: 24 || Clusters count: 4 || Log posterior: -6117.919699506548 || Iter Time:0.0030438899993896484 || Total time:4.992500305175781 Iteration: 25 || Clusters count: 4 || Log posterior: -6108.510948892147 || Iter Time:0.0031430721282958984 || Total time:4.995643377304077 Iteration: 26 || Clusters count: 4 || Log posterior: -6125.286421556607 || Iter Time:0.14133906364440918 || Total time:5.136982440948486 Iteration: 27 || Clusters count: 4 || Log posterior: -6108.923570404805 || Iter Time:0.0032520294189453125 || Total time:5.140234470367432 Iteration: 28 || Clusters count: 7 || Log posterior: -5919.63757788015 || Iter Time:0.008183956146240234 || Total time:5.148418426513672 Iteration: 29 || Clusters count: 7 || Log posterior: -5888.269104604668 || Iter Time:0.0045778751373291016 || Total time:5.152996301651001 Iteration: 30 || Clusters count: 7 || Log posterior: -5864.307034950987 || Iter Time:1.6153810024261475 || Total time:6.768377304077148 false [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2] [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2] Loading and distributing data: 0.000334 seconds (141 allocations: 13.211 KiB) Iteration: 31 || Clusters count: 7 || Log posterior: -5655.42931116733 || Iter Time:0.03295612335205078 || Total time:6.801333427429199 Iteration: 32 || Clusters count: 7 || Log posterior: -5641.680655501742 || Iter Time:0.01873493194580078 || Total time:6.820068359375 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 33 || Clusters count: 7 || Log posterior: -4696.43113844107 || Iter Time:0.004462003707885742 || Total time:6.824530363082886 Iteration: 34 || Clusters count: 7 || Log posterior: -4687.422968383771 || Iter Time:0.019866943359375 || Total time:6.844397306442261 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 35 || Clusters count: 7 || Log posterior: -4406.603425395527 || Iter Time:0.004099845886230469 || Total time:6.848497152328491 Iteration: 36 || Clusters count: 7 || Log posterior: -4403.131846133069 || Iter Time:0.017668962478637695 || Total time:6.866166114807129 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 37 || Clusters count: 7 || Log posterior: -4386.69994017929 || Iter Time:0.004724025726318359 || Total time:6.870890140533447 Iteration: 38 || Clusters count: 7 || Log posterior: -4380.1091404489625 || Iter Time:0.018519163131713867 || Total time:6.889409303665161 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 39 || Clusters count: 7 || Log posterior: -4373.328483362828 || Iter Time:0.004717111587524414 || Total time:6.8941264152526855 Iteration: 40 || Clusters count: 7 || Log posterior: -4368.533457823945 || Iter Time:0.018210887908935547 || Total time:6.912337303161621 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 41 || Clusters count: 7 || Log posterior: -4381.831712241605 || Iter Time:0.004971027374267578 || Total time:6.917308330535889 Iteration: 42 || Clusters count: 7 || Log posterior: -4368.156000982259 || Iter Time:0.017691850662231445 || Total time:6.93500018119812 Loading and distributing data: 0.000305 seconds (141 allocations: 13.211 KiB) Iteration: 43 || Clusters count: 11 || Log posterior: -4087.2777490176595 || Iter Time:0.10534811019897461 || Total time:7.040348291397095 Iteration: 44 || Clusters count: 11 || Log posterior: -4023.754750465775 || Iter Time:0.030584096908569336 || Total time:7.070932388305664 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 45 || Clusters count: 12 || Log posterior: -3820.9342553135325 || Iter Time:0.007230997085571289 || Total time:7.078163385391235 Iteration: 46 || Clusters count: 12 || Log posterior: -3798.353048410478 || Iter Time:0.031675100326538086 || Total time:7.109838485717773 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 47 || Clusters count: 12 || Log posterior: -3856.0151330553986 || Iter Time:0.006957054138183594 || Total time:7.116795539855957 Iteration: 48 || Clusters count: 12 || Log posterior: -3843.6346650984788 || Iter Time:0.029496192932128906 || Total 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posterior: -3818.7951351252627 || Iter Time:0.03617405891418457 || Total time:7.2734339237213135 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 55 || Clusters count: 12 || Log posterior: -3815.029967704066 || Iter Time:0.012642145156860352 || Total time:7.286076068878174 Iteration: 56 || Clusters count: 12 || Log posterior: -3810.3097195647892 || Iter Time:0.03303694725036621 || Total time:7.31911301612854 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 57 || Clusters count: 12 || Log posterior: -3810.7265070590292 || Iter Time:0.012365102767944336 || Total time:7.331478118896484 Iteration: 58 || Clusters count: 12 || Log posterior: -3805.1387218829755 || Iter Time:0.037261962890625 || Total time:7.368740081787109 Loading and distributing data: 0.000214 seconds (141 allocations: 13.211 KiB) Iteration: 59 || Clusters count: 12 || Log posterior: -3835.807221911942 || Iter Time:0.01283717155456543 || Total time:7.381577253341675 Iteration: 60 || Clusters count: 12 || Log posterior: -3829.3553335250845 || Iter Time:0.03521895408630371 || Total time:7.4167962074279785 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 61 || Clusters count: 12 || Log posterior: -3874.947836423129 || Iter Time:0.012516021728515625 || Total time:7.429312229156494 Iteration: 62 || Clusters count: 12 || Log posterior: -3857.4555247300104 || Iter Time:0.03314399719238281 || Total time:7.462456226348877 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 63 || Clusters count: 12 || Log posterior: -3865.7613147696857 || Iter Time:0.012543916702270508 || Total time:7.4750001430511475 Iteration: 64 || Clusters count: 12 || Log posterior: -3860.8332923958287 || Iter Time:0.036010026931762695 || Total time:7.51101016998291 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 65 || Clusters count: 12 || Log posterior: -3813.82791509441 || Iter Time:0.013157129287719727 || Total time:7.52416729927063 Iteration: 66 || Clusters count: 12 || Log posterior: -3807.8865487725225 || Iter Time:0.03457498550415039 || Total time:7.55874228477478 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 67 || Clusters count: 12 || Log posterior: -3835.0256392142446 || Iter Time:0.012893915176391602 || Total time:7.571636199951172 Iteration: 68 || Clusters count: 12 || Log posterior: -3822.134168068449 || Iter Time:0.03279900550842285 || Total time:7.604435205459595 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 69 || Clusters count: 12 || Log posterior: -3818.2330216839596 || Iter Time:0.014247894287109375 || Total time:7.618683099746704 Iteration: 70 || Clusters count: 12 || Log posterior: -3812.0078047157795 || Iter Time:0.03424501419067383 || Total time:7.652928113937378 Loading and distributing data: 0.000188 seconds (141 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-3579.9615262944144 || Iter Time:0.0407869815826416 || Total time:8.022613048553467 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 83 || Clusters count: 14 || Log posterior: -3572.000571667928 || Iter Time:0.013319015502929688 || Total time:8.035932064056396 Iteration: 84 || Clusters count: 14 || Log posterior: -3558.5668174637262 || Iter Time:0.03827309608459473 || Total time:8.074205160140991 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 85 || Clusters count: 14 || Log posterior: -3611.2024036003027 || Iter Time:0.016222000122070312 || Total time:8.090427160263062 Iteration: 86 || Clusters count: 14 || Log posterior: -3601.7110855840156 || Iter Time:0.04256796836853027 || Total time:8.132995128631592 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 87 || Clusters count: 14 || Log posterior: -3627.150174550321 || Iter Time:0.01630401611328125 || Total time:8.149299144744873 Iteration: 88 || Clusters count: 14 || Log posterior: -3619.226056860189 || Iter Time:0.04094505310058594 || Total time:8.190244197845459 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 89 || Clusters count: 14 || Log posterior: -3599.4991240456097 || Iter Time:0.014102935791015625 || Total time:8.204347133636475 Iteration: 90 || Clusters count: 14 || Log posterior: -3593.6609581632183 || Iter Time:0.03832197189331055 || Total time:8.242669105529785 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 91 || Clusters count: 14 || Log posterior: -3627.673225913183 || Iter Time:0.015396833419799805 || Total time:8.258065938949585 Iteration: 92 || Clusters count: 14 || Log posterior: -3606.2565616544944 || Iter Time:0.04195094108581543 || Total time:8.3000168800354 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 93 || Clusters count: 14 || Log 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Iteration: 243 || Clusters count: 14 || Log posterior: -3570.4319866966007 || Iter Time:0.03841686248779297 || Total time:12.728909254074097 Iteration: 244 || Clusters count: 14 || Log posterior: -3566.5651321269515 || Iter Time:0.044428110122680664 || Total time:12.773337364196777 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 245 || Clusters count: 14 || Log posterior: -3596.6102691663573 || Iter Time:0.015001058578491211 || Total time:12.788338422775269 Iteration: 246 || Clusters count: 14 || Log posterior: -3587.4484369154266 || Iter Time:0.03921794891357422 || Total time:12.827556371688843 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 247 || Clusters count: 14 || Log posterior: -3641.335685089025 || Iter Time:0.014935970306396484 || Total time:12.84249234199524 Iteration: 248 || Clusters count: 14 || Log posterior: -3619.5689153087305 || Iter Time:0.03953385353088379 || Total 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Iteration: 713 || Clusters count: 14 || Log posterior: -3595.1342211009596 || Iter Time:0.013906002044677734 || Total time:26.495417833328247 Iteration: 714 || Clusters count: 14 || Log posterior: -3580.3328930151097 || Iter Time:0.0394589900970459 || Total time:26.534876823425293 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 715 || Clusters count: 14 || Log posterior: -3596.274375718827 || Iter Time:0.014909982681274414 || Total time:26.549786806106567 Iteration: 716 || Clusters count: 14 || Log posterior: -3586.645793647593 || Iter Time:0.03888106346130371 || Total time:26.58866786956787 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 717 || Clusters count: 14 || Log posterior: -3575.23285737081 || Iter Time:0.015257120132446289 || Total time:26.603924989700317 Iteration: 718 || Clusters count: 14 || Log posterior: -3568.5078727998816 || Iter Time:0.036437034606933594 || Total time:26.64036202430725 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Iteration: 1051 || Clusters count: 14 || Log posterior: -3587.2999174615793 || Iter Time:0.014876842498779297 || Total time:36.661829471588135 Iteration: 1052 || Clusters count: 14 || Log posterior: -3579.1081045497026 || Iter Time:0.039544105529785156 || Total time:36.70137357711792 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1053 || Clusters count: 14 || Log posterior: -3607.7195597462246 || Iter Time:0.014844894409179688 || Total time:36.7162184715271 Iteration: 1054 || Clusters count: 14 || Log posterior: -3598.566583757714 || Iter Time:0.03766798973083496 || Total time:36.753886461257935 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1055 || Clusters count: 14 || Log posterior: -3632.1655970304687 || Iter Time:0.014602899551391602 || Total time:36.768489360809326 Iteration: 1056 || Clusters count: 14 || Log posterior: -3617.107957693246 || Iter Time:0.04034304618835449 || Total 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-3617.1787928557214 || Iter Time:0.0379939079284668 || Total time:49.76131463050842 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1543 || Clusters count: 14 || Log posterior: -3614.39239715209 || Iter Time:0.015115022659301758 || Total time:49.776429653167725 Iteration: 1544 || Clusters count: 14 || Log posterior: -3595.4084661811116 || Iter Time:0.0408930778503418 || Total time:49.817322731018066 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1545 || Clusters count: 14 || Log posterior: -3595.697778332517 || Iter Time:0.015343189239501953 || Total time:49.83266592025757 Iteration: 1546 || Clusters count: 14 || Log posterior: -3592.6042444923883 || Iter Time:0.04072284698486328 || Total time:49.87338876724243 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1547 || Clusters count: 14 || Log posterior: -3625.108008761775 || Iter Time:0.01532888412475586 || Total 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Iteration: 1763 || Clusters count: 14 || Log posterior: -3656.1377274506485 || Iter Time:0.014838933944702148 || Total time:55.7201886177063 Iteration: 1764 || Clusters count: 14 || Log posterior: -3653.682292300509 || Iter Time:0.03579998016357422 || Total time:55.75598859786987 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1765 || Clusters count: 14 || Log posterior: -3653.5272294043957 || Iter Time:0.014374017715454102 || Total time:55.77036261558533 Iteration: 1766 || Clusters count: 14 || Log posterior: -3632.4131856083723 || Iter Time:0.03858804702758789 || Total time:55.808950662612915 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1767 || Clusters count: 14 || Log posterior: -3578.264734371673 || Iter Time:0.01499795913696289 || Total time:55.82394862174988 Iteration: 1768 || Clusters count: 14 || Log posterior: -3574.8669524838306 || Iter Time:0.036422014236450195 || Total 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Iteration: 1807 || Clusters count: 14 || Log posterior: -3625.334600122805 || Iter Time:0.015024185180664062 || Total time:56.86545419692993 Iteration: 1808 || Clusters count: 14 || Log posterior: -3621.0503221922972 || Iter Time:0.03688693046569824 || Total time:56.90234112739563 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1809 || Clusters count: 14 || Log posterior: -3616.0516705238497 || Iter Time:0.01477193832397461 || Total time:56.917113065719604 Iteration: 1810 || Clusters count: 14 || Log posterior: -3603.7712942365993 || Iter Time:0.03520512580871582 || Total time:56.95231819152832 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1811 || Clusters count: 14 || Log posterior: -3632.8002284763174 || Iter Time:0.014174938201904297 || Total time:56.966493129730225 Iteration: 1812 || Clusters count: 14 || Log posterior: -3614.7879167158326 || Iter Time:0.03594517707824707 || Total 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Time:0.014338970184326172 || Total time:57.29788327217102 Iteration: 1824 || Clusters count: 14 || Log posterior: -3572.0730369822327 || Iter Time:0.03548789024353027 || Total time:57.33337116241455 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1825 || Clusters count: 14 || Log posterior: -3606.182612913914 || Iter Time:0.01446390151977539 || Total time:57.347835063934326 Iteration: 1826 || Clusters count: 14 || Log posterior: -3588.2217108398586 || Iter Time:0.0389859676361084 || Total time:57.386821031570435 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1827 || Clusters count: 14 || Log posterior: -3610.5772653092868 || Iter Time:0.014320850372314453 || Total time:57.40114188194275 Iteration: 1828 || Clusters count: 14 || Log posterior: -3586.3472564715407 || Iter Time:0.03554677963256836 || Total time:57.43668866157532 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1829 || Clusters count: 14 || Log posterior: -3567.6691349583407 || Iter Time:0.014480113983154297 || Total time:57.45116877555847 Iteration: 1830 || Clusters count: 14 || Log posterior: -3554.3344018395996 || Iter Time:0.035678863525390625 || Total time:57.48684763908386 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1831 || Clusters count: 14 || Log posterior: -3593.384736121331 || Iter Time:0.014873981475830078 || Total time:57.50172162055969 Iteration: 1832 || Clusters count: 14 || Log posterior: -3574.08904822988 || Iter Time:0.03559088706970215 || Total time:57.537312507629395 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1833 || Clusters count: 14 || Log posterior: -3666.398489899873 || Iter Time:0.01435399055480957 || Total time:57.551666498184204 Iteration: 1834 || Clusters count: 14 || Log posterior: -3634.7466418934773 || Iter Time:0.03439807891845703 || Total 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|| Log posterior: -3593.9163347595236 || Iter Time:0.03457999229431152 || Total time:57.73506736755371 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1841 || Clusters count: 14 || Log posterior: -3598.427544010259 || Iter Time:0.014755010604858398 || Total time:57.74982237815857 Iteration: 1842 || Clusters count: 14 || Log posterior: -3589.5304915727575 || Iter Time:0.03768420219421387 || Total time:57.78750658035278 Loading and distributing data: 0.000211 seconds (141 allocations: 13.211 KiB) Iteration: 1843 || Clusters count: 14 || Log posterior: -3636.563304467957 || Iter Time:0.015151023864746094 || Total time:57.80265760421753 Iteration: 1844 || Clusters count: 14 || Log posterior: -3620.4336260332097 || Iter Time:0.03558206558227539 || Total time:57.838239669799805 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1845 || Clusters count: 14 || Log posterior: -3636.3830784842667 || Iter 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Iteration: 1851 || Clusters count: 14 || Log posterior: -3570.456438431499 || Iter Time:0.014762163162231445 || Total time:58.030760765075684 Iteration: 1852 || Clusters count: 14 || Log posterior: -3564.4534257020914 || Iter Time:0.036692142486572266 || Total time:58.067452907562256 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1853 || Clusters count: 14 || Log posterior: -3643.2023910533817 || Iter Time:0.014724016189575195 || Total time:58.08217692375183 Iteration: 1854 || Clusters count: 14 || Log posterior: -3623.452871748198 || Iter Time:0.03668403625488281 || Total time:58.118860960006714 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1855 || Clusters count: 14 || Log posterior: -3648.963558031967 || Iter Time:0.014917850494384766 || Total time:58.1337788105011 Iteration: 1856 || Clusters count: 14 || Log posterior: -3641.8044928350664 || Iter Time:0.03458690643310547 || Total 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|| Log posterior: -3625.431098588098 || Iter Time:0.037001848220825195 || Total time:58.32392144203186 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1863 || Clusters count: 14 || Log posterior: -3638.3217129220557 || Iter Time:0.014672994613647461 || Total time:58.33859443664551 Iteration: 1864 || Clusters count: 14 || Log posterior: -3626.5700988142016 || Iter Time:0.03966188430786133 || Total time:58.37825632095337 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1865 || Clusters count: 14 || Log posterior: -3639.3881218821607 || Iter Time:0.015080928802490234 || Total time:58.39333724975586 Iteration: 1866 || Clusters count: 14 || Log posterior: -3633.5016979742454 || Iter Time:0.03882408142089844 || Total time:58.43216133117676 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1867 || Clusters count: 14 || Log posterior: -3604.178998359297 || Iter 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Iteration: 1873 || Clusters count: 14 || Log posterior: -3641.752332386294 || Iter Time:0.014461040496826172 || Total time:58.598936796188354 Iteration: 1874 || Clusters count: 14 || Log posterior: -3633.415318740712 || Iter Time:0.06343698501586914 || Total time:58.662373781204224 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1875 || Clusters count: 14 || Log posterior: -3582.079377718238 || Iter Time:0.015062093734741211 || Total time:58.677435874938965 Iteration: 1876 || Clusters count: 14 || Log posterior: -3579.4499922387527 || Iter Time:0.03600192070007324 || Total time:58.71343779563904 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1877 || Clusters count: 14 || Log posterior: -3594.880612082302 || Iter Time:0.014638900756835938 || Total time:58.728076696395874 Iteration: 1878 || Clusters count: 14 || Log posterior: -3572.213341430809 || Iter Time:0.03495287895202637 || Total 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|| Log posterior: -3642.5932859707686 || Iter Time:0.03620100021362305 || Total time:58.918883323669434 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1885 || Clusters count: 14 || Log posterior: -3647.866748390714 || Iter Time:0.01633000373840332 || Total time:58.93521332740784 Iteration: 1886 || Clusters count: 14 || Log posterior: -3632.0879542967414 || Iter Time:0.03696012496948242 || Total time:58.97217345237732 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1887 || Clusters count: 14 || Log posterior: -3643.969642328772 || Iter Time:0.014724969863891602 || Total time:58.98689842224121 Iteration: 1888 || Clusters count: 14 || Log posterior: -3629.515748413084 || Iter Time:0.03791999816894531 || Total time:59.024818420410156 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1889 || Clusters count: 14 || Log posterior: -3625.281971275762 || Iter 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Iteration: 1895 || Clusters count: 14 || Log posterior: -3606.109072743193 || Iter Time:0.014990091323852539 || Total time:59.19371247291565 Iteration: 1896 || Clusters count: 14 || Log posterior: -3588.269701246446 || Iter Time:0.03444194793701172 || Total time:59.22815442085266 Loading and distributing data: 0.000212 seconds (141 allocations: 13.211 KiB) Iteration: 1897 || Clusters count: 14 || Log posterior: -3563.3377119511824 || Iter Time:0.015399932861328125 || Total time:59.24355435371399 Iteration: 1898 || Clusters count: 14 || Log posterior: -3555.674014811213 || Iter Time:0.03997993469238281 || Total time:59.28353428840637 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1899 || Clusters count: 14 || Log posterior: -3593.0659940838727 || Iter Time:0.015033960342407227 || Total time:59.29856824874878 Iteration: 1900 || Clusters count: 14 || Log posterior: -3571.5378208459306 || Iter Time:0.03804183006286621 || Total time:59.336610078811646 Loading and distributing data: 0.000207 seconds (141 allocations: 13.211 KiB) Iteration: 1901 || Clusters count: 14 || Log posterior: -3619.600529722319 || Iter Time:0.01466989517211914 || Total time:59.351279973983765 Iteration: 1902 || Clusters count: 14 || Log posterior: -3596.8264053928942 || Iter Time:0.06075906753540039 || Total time:59.412039041519165 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1903 || Clusters count: 14 || Log posterior: -3613.7376447713395 || Iter Time:0.01501011848449707 || Total time:59.42704916000366 Iteration: 1904 || Clusters count: 14 || Log posterior: -3606.4402774170726 || Iter Time:0.0375521183013916 || Total time:59.464601278305054 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1905 || Clusters count: 14 || Log posterior: -3651.5239528743577 || Iter Time:0.014811038970947266 || Total time:59.479412317276 Iteration: 1906 || Clusters count: 14 || Log posterior: -3633.080024150233 || Iter Time:0.03569293022155762 || Total time:59.51510524749756 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1907 || Clusters count: 14 || Log posterior: -3609.583560440197 || Iter Time:0.01512002944946289 || Total time:59.53022527694702 Iteration: 1908 || Clusters count: 14 || Log posterior: -3602.2802296359964 || Iter Time:0.03634190559387207 || Total time:59.566567182540894 Loading and distributing data: 0.000215 seconds (141 allocations: 13.211 KiB) Iteration: 1909 || Clusters count: 14 || Log posterior: -3631.171878153962 || Iter Time:0.01458287239074707 || Total time:59.58115005493164 Iteration: 1910 || Clusters count: 14 || Log posterior: -3617.9527282547992 || Iter Time:0.035988807678222656 || Total time:59.61713886260986 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1911 || Clusters count: 14 || Log posterior: -3644.144735517207 || Iter Time:0.01499795913696289 || Total time:59.632136821746826 Iteration: 1912 || Clusters count: 14 || Log posterior: -3621.1144190813825 || Iter Time:0.03508305549621582 || Total time:59.66721987724304 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1913 || Clusters count: 14 || Log posterior: -3628.3256444426465 || Iter Time:0.014838933944702148 || Total time:59.682058811187744 Iteration: 1914 || Clusters count: 14 || Log posterior: -3607.3573914535564 || Iter Time:0.03939104080200195 || Total time:59.721449851989746 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1915 || Clusters count: 14 || Log posterior: -3611.665162246425 || Iter Time:0.015224933624267578 || Total time:59.736674785614014 Iteration: 1916 || Clusters count: 14 || Log posterior: -3599.8124602235575 || Iter Time:0.03646707534790039 || Total time:59.773141860961914 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1917 || Clusters count: 14 || Log posterior: -3650.9414070175803 || Iter Time:0.014834165573120117 || Total time:59.787976026535034 Iteration: 1918 || Clusters count: 14 || Log posterior: -3649.5852646857643 || Iter Time:0.03550291061401367 || Total time:59.82347893714905 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1919 || Clusters count: 14 || Log posterior: -3634.609559325939 || Iter Time:0.015115022659301758 || Total time:59.83859395980835 Iteration: 1920 || Clusters count: 14 || Log posterior: -3620.879412849891 || Iter Time:0.035772085189819336 || Total time:59.87436604499817 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1921 || Clusters count: 14 || Log posterior: -3683.4521751349266 || Iter Time:0.014813899993896484 || Total time:59.889179944992065 Iteration: 1922 || Clusters count: 14 || Log posterior: -3661.76283800685 || Iter Time:0.03753304481506348 || Total time:59.92671298980713 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1923 || Clusters count: 14 || Log posterior: -3658.4515536136014 || Iter Time:0.014773130416870117 || Total time:59.941486120224 Iteration: 1924 || Clusters count: 14 || Log posterior: -3654.705592251974 || Iter Time:0.03729391098022461 || Total time:59.978780031204224 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1925 || Clusters count: 14 || Log posterior: -3613.9679513530496 || Iter Time:0.014911174774169922 || Total time:59.993691205978394 Iteration: 1926 || Clusters count: 14 || Log posterior: -3604.8518817908976 || Iter Time:0.03775906562805176 || Total time:60.031450271606445 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1927 || Clusters count: 14 || Log posterior: -3592.8006648967194 || Iter Time:0.01494908332824707 || Total time:60.04639935493469 Iteration: 1928 || Clusters count: 14 || Log posterior: -3576.2157827029414 || Iter Time:0.03749704360961914 || Total time:60.08389639854431 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1929 || Clusters count: 14 || Log posterior: -3641.788586155166 || Iter Time:0.014938116073608398 || Total time:60.09883451461792 Iteration: 1930 || Clusters count: 14 || Log posterior: -3632.4132536371726 || Iter Time:0.061673879623413086 || Total time:60.16050839424133 Loading and distributing data: 0.000210 seconds (141 allocations: 13.211 KiB) Iteration: 1931 || Clusters count: 14 || Log posterior: -3640.7538637854555 || Iter Time:0.01569199562072754 || Total time:60.17620038986206 Iteration: 1932 || Clusters count: 14 || Log posterior: -3620.6796476657782 || Iter Time:0.036579132080078125 || Total time:60.21277952194214 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1933 || Clusters count: 14 || Log posterior: -3612.859511080289 || Iter Time:0.015186071395874023 || Total time:60.22796559333801 Iteration: 1934 || Clusters count: 14 || Log posterior: -3603.6916355439894 || Iter Time:0.034883975982666016 || Total time:60.26284956932068 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1935 || Clusters count: 14 || Log posterior: -3572.478220479469 || Iter Time:0.01471090316772461 || Total time:60.2775604724884 Iteration: 1936 || Clusters count: 14 || Log posterior: -3570.5326021023443 || Iter Time:0.03746294975280762 || Total time:60.31502342224121 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1937 || Clusters count: 14 || Log posterior: -3582.0390192388813 || Iter Time:0.014842033386230469 || Total time:60.32986545562744 Iteration: 1938 || Clusters count: 14 || Log posterior: -3577.514042349372 || Iter Time:0.03725886344909668 || Total time:60.36712431907654 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1939 || Clusters count: 14 || Log posterior: -3611.1347923686094 || Iter Time:0.01500701904296875 || Total time:60.38213133811951 Iteration: 1940 || Clusters count: 14 || Log posterior: -3601.9324506041435 || Iter Time:0.035633087158203125 || Total time:60.41776442527771 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1941 || Clusters count: 14 || Log posterior: -3596.219594498141 || Iter Time:0.014841079711914062 || Total time:60.432605504989624 Iteration: 1942 || Clusters count: 14 || Log posterior: -3577.0671300255267 || Iter Time:0.0369720458984375 || Total time:60.46957755088806 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1943 || Clusters count: 14 || Log posterior: -3604.7063434686197 || Iter Time:0.015069007873535156 || Total time:60.4846465587616 Iteration: 1944 || Clusters count: 14 || Log posterior: -3588.57921153738 || Iter Time:0.03679299354553223 || Total time:60.52143955230713 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1945 || Clusters count: 14 || Log posterior: -3616.4307551928255 || Iter Time:0.014987945556640625 || Total time:60.53642749786377 Iteration: 1946 || Clusters count: 14 || Log posterior: -3605.5929207707914 || Iter Time:0.03504586219787598 || Total time:60.571473360061646 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1947 || Clusters count: 14 || Log posterior: -3611.239449477613 || Iter Time:0.015027999877929688 || Total time:60.586501359939575 Iteration: 1948 || Clusters count: 14 || Log posterior: -3600.505643851553 || Iter Time:0.03728914260864258 || Total time:60.62379050254822 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1949 || Clusters count: 14 || Log posterior: -3620.368202767918 || Iter Time:0.015209197998046875 || Total time:60.638999700546265 Iteration: 1950 || Clusters count: 14 || Log posterior: -3608.604859117937 || Iter Time:0.03613686561584473 || Total time:60.67513656616211 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1951 || Clusters count: 14 || Log posterior: -3598.8423368296826 || Iter Time:0.014872074127197266 || Total time:60.69000864028931 Iteration: 1952 || Clusters count: 14 || Log posterior: -3592.782549913036 || Iter Time:0.035056114196777344 || Total time:60.725064754486084 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1953 || Clusters count: 14 || Log posterior: -3638.1632918612986 || Iter Time:0.014894962310791016 || Total time:60.739959716796875 Iteration: 1954 || Clusters count: 14 || Log posterior: -3622.0727212507986 || Iter Time:0.037423133850097656 || Total time:60.77738285064697 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 1955 || Clusters count: 14 || Log posterior: -3605.015825173222 || Iter Time:0.014705896377563477 || Total time:60.792088747024536 Iteration: 1956 || Clusters count: 14 || Log posterior: -3594.185997597869 || Iter Time:0.036158084869384766 || Total time:60.82824683189392 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1957 || Clusters count: 14 || Log posterior: -3629.8542730641643 || Iter Time:0.015211820602416992 || Total time:60.84345865249634 Iteration: 1958 || Clusters count: 14 || Log posterior: -3619.256750307211 || Iter Time:0.06113600730895996 || Total time:60.9045946598053 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1959 || Clusters count: 14 || Log posterior: -3628.130548104205 || Iter Time:0.014874935150146484 || Total time:60.919469594955444 Iteration: 1960 || Clusters count: 14 || Log posterior: -3618.442730962267 || Iter Time:0.03603482246398926 || Total time:60.955504417419434 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1961 || Clusters count: 14 || Log posterior: -3637.9623103144995 || Iter Time:0.015040159225463867 || Total time:60.9705445766449 Iteration: 1962 || Clusters count: 14 || Log posterior: -3619.7110544885113 || Iter Time:0.03644394874572754 || Total time:61.006988525390625 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1963 || Clusters count: 14 || Log posterior: -3662.70185845584 || Iter Time:0.014318227767944336 || Total time:61.02130675315857 Iteration: 1964 || Clusters count: 14 || Log posterior: -3645.806923976154 || Iter Time:0.036334991455078125 || Total time:61.05764174461365 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1965 || Clusters count: 14 || Log posterior: -3621.221776708991 || Iter Time:0.015269994735717773 || Total time:61.072911739349365 Iteration: 1966 || Clusters count: 14 || Log posterior: -3616.2507284582225 || Iter Time:0.03562593460083008 || Total time:61.108537673950195 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1967 || Clusters count: 14 || Log posterior: -3586.4884520315463 || Iter Time:0.014940977096557617 || Total time:61.12347865104675 Iteration: 1968 || Clusters count: 14 || Log posterior: -3582.835165254781 || Iter Time:0.03613781929016113 || Total time:61.159616470336914 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1969 || Clusters count: 14 || Log posterior: -3605.4225685190077 || Iter Time:0.01385498046875 || Total time:61.173471450805664 Iteration: 1970 || Clusters count: 14 || Log posterior: -3596.7094615524666 || Iter Time:0.03631997108459473 || Total time:61.20979142189026 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1971 || Clusters count: 14 || Log posterior: -3636.33420617854 || Iter Time:0.015086889266967773 || Total time:61.22487831115723 Iteration: 1972 || Clusters count: 14 || Log posterior: -3630.7727668662887 || Iter Time:0.03830218315124512 || Total time:61.26318049430847 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1973 || Clusters count: 14 || Log posterior: -3627.7254451031595 || Iter Time:0.015141010284423828 || Total time:61.278321504592896 Iteration: 1974 || Clusters count: 14 || Log posterior: -3617.152503326763 || Iter Time:0.036360979080200195 || Total time:61.314682483673096 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1975 || Clusters count: 14 || Log posterior: -3631.750883853534 || Iter Time:0.014930009841918945 || Total time:61.329612493515015 Iteration: 1976 || Clusters count: 14 || Log posterior: -3620.1404000932257 || Iter Time:0.03702712059020996 || Total time:61.366639614105225 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1977 || Clusters count: 14 || Log posterior: -3624.51036219776 || Iter Time:0.014974117279052734 || Total time:61.38161373138428 Iteration: 1978 || Clusters count: 14 || Log posterior: -3615.0759234913876 || Iter Time:0.03733181953430176 || Total time:61.41894555091858 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1979 || Clusters count: 14 || Log posterior: -3631.1313519962814 || Iter Time:0.015298128128051758 || Total time:61.43424367904663 Iteration: 1980 || Clusters count: 14 || Log posterior: -3614.177888085124 || Iter Time:0.0348820686340332 || Total time:61.469125747680664 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1981 || Clusters count: 14 || Log posterior: -3620.804543234321 || Iter Time:0.01504206657409668 || Total time:61.48416781425476 Iteration: 1982 || Clusters count: 14 || Log posterior: -3604.2087281218774 || Iter Time:0.03724503517150879 || Total time:61.52141284942627 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1983 || Clusters count: 14 || Log posterior: -3628.577767572336 || Iter Time:0.015221118927001953 || Total time:61.53663396835327 Iteration: 1984 || Clusters count: 14 || Log posterior: -3605.815246893193 || Iter Time:0.036672115325927734 || Total time:61.5733060836792 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1985 || Clusters count: 14 || Log posterior: -3652.875218657059 || Iter Time:0.015325069427490234 || Total time:61.58863115310669 Iteration: 1986 || Clusters count: 14 || Log posterior: -3648.2514211424286 || Iter Time:0.03620314598083496 || Total time:61.624834299087524 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1987 || Clusters count: 14 || Log posterior: -3602.7964837686354 || Iter Time:0.015445947647094727 || Total time:61.64028024673462 Iteration: 1988 || Clusters count: 14 || Log posterior: -3589.8430192791584 || Iter Time:0.03605294227600098 || Total time:61.67633318901062 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1989 || Clusters count: 14 || Log posterior: -3598.279273469182 || Iter Time:0.015082120895385742 || Total time:61.691415309906006 Iteration: 1990 || Clusters count: 14 || Log posterior: -3589.3770954739794 || Iter Time:0.04415416717529297 || Total time:61.7355694770813 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1991 || Clusters count: 14 || Log posterior: -3611.928785153499 || Iter Time:0.015062093734741211 || Total time:61.75063157081604 Iteration: 1992 || Clusters count: 14 || Log posterior: -3608.4555461094415 || Iter Time:0.04044795036315918 || Total time:61.7910795211792 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1993 || Clusters count: 14 || Log posterior: -3601.7906856217733 || Iter Time:0.015339851379394531 || Total time:61.806419372558594 Iteration: 1994 || Clusters count: 14 || Log posterior: -3578.273950971423 || Iter Time:0.03642702102661133 || Total time:61.842846393585205 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1995 || Clusters count: 14 || Log posterior: -3582.7163438614552 || Iter Time:0.015379905700683594 || Total time:61.85822629928589 Iteration: 1996 || Clusters count: 14 || Log posterior: -3576.18173267308 || Iter Time:0.037448883056640625 || Total time:61.89567518234253 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1997 || Clusters count: 14 || Log posterior: -3569.827852566307 || Iter Time:0.015097856521606445 || Total time:61.910773038864136 Iteration: 1998 || Clusters count: 14 || Log posterior: -3565.0782451977548 || Iter Time:0.036195993423461914 || Total time:61.9469690322876 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1999 || Clusters count: 14 || Log posterior: -3575.585490206147 || Iter Time:0.015033960342407227 || Total time:61.962002992630005 Iteration: 2000 || Clusters count: 14 || Log posterior: -3570.9676751136963 || Iter Time:0.036331892013549805 || Total time:61.998334884643555 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 2001 || Clusters count: 14 || Log posterior: -3589.8678402954806 || Iter Time:0.014986991882324219 || Total time:62.01332187652588 Iteration: 2002 || Clusters count: 14 || Log posterior: -3578.0423646048225 || Iter Time:0.035137176513671875 || Total time:62.04845905303955 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 2003 || Clusters count: 14 || Log posterior: -3606.4054231530654 || Iter Time:0.014781951904296875 || Total time:62.06324100494385 Iteration: 2004 || Clusters count: 14 || Log posterior: -3601.7287972225986 || Iter Time:0.036212921142578125 || Total time:62.099453926086426 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 2005 || Clusters count: 14 || Log posterior: -3598.0940949284386 || Iter Time:0.014605045318603516 || Total time:62.11405897140503 Iteration: 2006 || Clusters count: 14 || Log posterior: -3587.970102635943 || Iter Time:0.03642416000366211 || Total time:62.15048313140869 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 2007 || Clusters count: 14 || Log posterior: -3567.527007679023 || Iter Time:0.01497793197631836 || Total time:62.16546106338501 Iteration: 2008 || Clusters count: 14 || Log posterior: -3566.3164607533963 || Iter Time:0.035588979721069336 || Total time:62.20105004310608 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 2009 || Clusters count: 14 || Log posterior: -3607.2841874410765 || Iter Time:0.01578998565673828 || Total time:62.21684002876282 Iteration: 2010 || Clusters count: 14 || Log posterior: -3603.4307127496268 || Iter Time:0.03662514686584473 || Total time:62.25346517562866 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 2011 || Clusters count: 14 || Log posterior: -3641.6002200260828 || Iter Time:0.015117168426513672 || Total time:62.268582344055176 Iteration: 2012 || Clusters count: 14 || Log posterior: -3612.814640353908 || Iter Time:0.03660392761230469 || Total time:62.30518627166748 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 2013 || Clusters count: 14 || Log posterior: -3601.263747375782 || Iter Time:0.015145063400268555 || Total time:62.32033133506775 Iteration: 2014 || Clusters count: 14 || Log posterior: -3597.124172652722 || Iter Time:0.03480696678161621 || Total time:62.355138301849365 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 2015 || Clusters count: 14 || Log posterior: -3565.3666081067345 || Iter Time:0.014924049377441406 || Total time:62.37006235122681 Iteration: 2016 || Clusters count: 14 || Log posterior: -3545.2141725206034 || Iter Time:0.18869614601135254 || Total time:62.55875849723816 Loading and distributing data: 0.000264 seconds (141 allocations: 13.211 KiB) Iteration: 2017 || Clusters count: 14 || Log posterior: -3560.4375564130105 || Iter Time:0.014960050582885742 || Total time:62.573718547821045 Iteration: 2018 || Clusters count: 14 || Log posterior: -3559.322983528983 || Iter Time:0.036022186279296875 || Total time:62.60974073410034 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 2019 || Clusters count: 14 || Log posterior: -3558.116013601887 || Iter Time:0.015417098999023438 || Total time:62.625157833099365 Iteration: 2020 || Clusters count: 14 || Log posterior: -3557.159427445729 || Iter Time:0.03745317459106445 || Total time:62.66261100769043 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 2021 || Clusters count: 14 || Log posterior: -3558.3189359235216 || Iter Time:0.015096902847290039 || Total time:62.67770791053772 Iteration: 2022 || Clusters count: 14 || Log posterior: -3552.437355549049 || Iter Time:0.036309003829956055 || Total time:62.714016914367676 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 2023 || Clusters count: 14 || Log posterior: -3568.8658641830907 || Iter Time:0.015022039413452148 || Total time:62.72903895378113 Iteration: 2024 || Clusters count: 14 || Log posterior: -3564.691496713802 || Iter Time:0.03940916061401367 || Total time:62.76844811439514 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 2025 || Clusters count: 14 || Log posterior: -3587.442871996138 || Iter Time:0.01476907730102539 || Total time:62.78321719169617 Iteration: 2026 || Clusters count: 14 || Log posterior: -3583.9187981448777 || Iter Time:0.03494715690612793 || Total time:62.818164348602295 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 2027 || Clusters count: 14 || Log posterior: -3611.796155588679 || Iter Time:0.01473689079284668 || Total time:62.83290123939514 Iteration: 2028 || Clusters count: 14 || Log posterior: -3603.4145788590727 || Iter Time:0.03670310974121094 || Total time:62.86960434913635 Avg NMI: 0.9438093833540303 Full NMI: 0.9353441981825541 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m53.9s Testing DPMMSubClustersStreaming tests passed Testing completed after 233.3s PkgEval succeeded after 319.75s