Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.791 (d5209bd37d*) started at 2025-07-04T14:27:26.470 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.47s ################################################################################ # 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 v0.4.21 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.14.1+1 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.5.20 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.0+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 4.31s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 129.26s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_r9axID/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_r9axID/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 v0.4.21 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.14.1+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.0+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.527831 seconds (1.22 M allocations: 70.804 MiB, 99.94% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233245.22548629093 || Iter Time:17.584211826324463 || Total time:17.584211826324463 Iteration: 1 || Clusters count: 1 || Log posterior: -233245.22548629093 || Iter Time:0.006387948989868164 || Total time:17.59059977531433 Iteration: 2 || Clusters count: 1 || Log posterior: -233245.22548629093 || Iter Time:0.005584001541137695 || Total time:17.59618377685547 Iteration: 3 || Clusters count: 1 || Log posterior: -233245.22548629093 || Iter Time:0.0057179927825927734 || Total time:17.60190176963806 Iteration: 4 || Clusters count: 1 || Log posterior: -233245.22548629093 || Iter Time:0.005482912063598633 || Total time:17.60738468170166 Iteration: 5 || Clusters count: 1 || Log posterior: -233245.22548629093 || Iter Time:0.016049861907958984 || Total time:17.62343454360962 Iteration: 6 || Clusters count: 1 || Log posterior: -233245.22548629093 || Iter Time:0.005443096160888672 || Total time:17.628877639770508 Iteration: 7 || Clusters count: 1 || Log posterior: -233245.22548629093 || Iter Time:0.0056111812591552734 || Total time:17.634488821029663 Iteration: 8 || Clusters count: 1 || Log posterior: -233245.22548629093 || Iter Time:0.005539894104003906 || Total time:17.640028715133667 Iteration: 9 || Clusters count: 1 || Log posterior: -233245.22548629093 || Iter Time:0.0057070255279541016 || Total time:17.64573574066162 Iteration: 10 || Clusters count: 1 || Log posterior: -233245.22548629093 || Iter Time:0.005681037902832031 || Total time:17.651416778564453 Iteration: 11 || Clusters count: 1 || Log posterior: -233245.22548629093 || Iter Time:0.005921125411987305 || Total time:17.65733790397644 Iteration: 12 || Clusters count: 1 || Log posterior: -233245.22548629093 || Iter Time:0.00610804557800293 || Total time:17.663445949554443 Iteration: 13 || Clusters count: 2 || Log posterior: -232807.16079338532 || Iter Time:3.88714599609375 || Total time:21.550591945648193 Iteration: 14 || Clusters count: 2 || Log posterior: -232820.10692708293 || Iter Time:0.005932807922363281 || Total time:21.556524753570557 Iteration: 15 || Clusters count: 2 || Log posterior: -232818.44996119585 || Iter Time:0.006011009216308594 || Total time:21.562535762786865 Iteration: 16 || Clusters count: 2 || Log posterior: -232813.35242381616 || Iter Time:0.005964040756225586 || Total time:21.56849980354309 Iteration: 17 || Clusters count: 2 || Log posterior: -232775.93036858924 || Iter Time:0.0062639713287353516 || Total time:21.574763774871826 Iteration: 18 || Clusters count: 2 || Log posterior: -232802.24151938155 || Iter Time:0.006309032440185547 || Total time:21.58107280731201 Iteration: 19 || Clusters count: 2 || Log posterior: -232783.7405639019 || Iter Time:0.006187915802001953 || Total time:21.587260723114014 Iteration: 20 || Clusters count: 2 || Log posterior: -232714.92687271157 || Iter Time:3.438992977142334 || Total time:25.026253700256348 Loading and distributing data: 0.001032 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232967.2436345322 || Iter Time:0.03500008583068848 || Total time:25.061253786087036 Iteration: 22 || Clusters count: 2 || Log posterior: -232933.91109715204 || Iter Time:0.006407022476196289 || Total time:25.067660808563232 Iteration: 23 || Clusters count: 2 || Log posterior: -232921.5701348162 || Iter Time:0.0064678192138671875 || Total time:25.0741286277771 Iteration: 24 || Clusters count: 2 || Log posterior: -232914.29867646133 || Iter Time:0.006289005279541016 || Total time:25.08041763305664 Iteration: 25 || Clusters count: 2 || Log posterior: -232928.42968181358 || Iter Time:0.0063669681549072266 || Total time:25.086784601211548 Iteration: 26 || Clusters count: 2 || Log posterior: -232890.8385380339 || Iter Time:0.006275177001953125 || Total time:25.0930597782135 Iteration: 27 || Clusters count: 2 || Log posterior: -232905.04455944645 || Iter Time:0.006150960922241211 || Total time:25.099210739135742 Iteration: 28 || Clusters count: 3 || Log posterior: -232590.48278589261 || Iter Time:0.008105993270874023 || Total time:25.107316732406616 Iteration: 29 || Clusters count: 3 || Log posterior: -232471.06129210483 || Iter Time:0.006834983825683594 || Total time:25.1141517162323 Iteration: 30 || Clusters count: 3 || Log posterior: -232451.10206072638 || Iter Time:0.006760120391845703 || Total time:25.120911836624146 Iteration: 31 || Clusters count: 3 || Log posterior: -232449.59611596767 || Iter Time:0.006859779357910156 || Total time:25.127771615982056 Iteration: 32 || Clusters count: 3 || Log posterior: -232442.55391843137 || Iter Time:0.006841897964477539 || Total time:25.134613513946533 Iteration: 33 || Clusters count: 3 || Log posterior: -232420.89404135343 || Iter Time:0.007122039794921875 || Total time:25.141735553741455 Iteration: 34 || Clusters count: 3 || Log posterior: -232411.89297495843 || Iter Time:0.007174015045166016 || Total time:25.14890956878662 Iteration: 35 || Clusters count: 4 || Log posterior: -232254.89860373485 || Iter Time:0.009675979614257812 || Total time:25.15858554840088 Iteration: 36 || Clusters count: 4 || Log posterior: -232207.79256705815 || Iter Time:0.07523703575134277 || Total time:25.23382258415222 Iteration: 37 || Clusters count: 4 || Log posterior: -232202.7826097772 || Iter Time:0.00716090202331543 || Total time:25.240983486175537 Iteration: 38 || Clusters count: 4 || Log posterior: -232191.80608288923 || Iter Time:0.007142066955566406 || Total time:25.248125553131104 Iteration: 39 || Clusters count: 4 || Log posterior: -232173.5132903777 || Iter Time:0.007081031799316406 || Total time:25.25520658493042 Iteration: 40 || Clusters count: 4 || Log posterior: -232137.06966169365 || Iter Time:0.007096052169799805 || Total time:25.26230263710022 Iteration: 41 || Clusters count: 4 || Log posterior: -232060.51255066987 || Iter Time:0.007055997848510742 || Total time:25.26935863494873 Loading and distributing data: 0.000902 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262258.3742401104 || Iter Time:0.007581949234008789 || Total time:25.27694058418274 Iteration: 43 || Clusters count: 4 || Log posterior: -262166.09075285215 || Iter Time:0.007149934768676758 || Total time:25.284090518951416 Iteration: 44 || Clusters count: 4 || Log posterior: -262121.64748103428 || Iter Time:0.006600141525268555 || Total time:25.290690660476685 Iteration: 45 || Clusters count: 4 || Log posterior: -262077.13940308563 || Iter Time:0.0067441463470458984 || Total time:25.29743480682373 Iteration: 46 || Clusters count: 4 || Log posterior: -262107.61246213675 || Iter Time:0.0069179534912109375 || Total time:25.30435276031494 Iteration: 47 || Clusters count: 5 || Log posterior: -261791.32881012044 || Iter Time:0.008391857147216797 || Total time:25.312744617462158 Iteration: 48 || Clusters count: 5 || Log posterior: -261718.2475030535 || Iter Time:0.007032155990600586 || Total time:25.31977677345276 Iteration: 49 || Clusters count: 5 || Log posterior: -261726.62976932476 || Iter Time:0.008016824722290039 || Total time:25.32779359817505 Iteration: 50 || Clusters count: 6 || Log posterior: -261348.3302980168 || Iter Time:0.008848190307617188 || Total time:25.336641788482666 Iteration: 51 || Clusters count: 6 || Log posterior: -261302.6868596456 || Iter Time:0.007904052734375 || Total time:25.34454584121704 Iteration: 52 || Clusters count: 6 || Log posterior: -261315.76248139888 || Iter Time:0.0076639652252197266 || Total time:25.35220980644226 Iteration: 53 || Clusters count: 6 || Log posterior: -261285.87542046187 || Iter Time:0.008332967758178711 || Total time:25.36054277420044 Iteration: 54 || Clusters count: 6 || Log posterior: -261284.09151645808 || Iter Time:0.007885932922363281 || Total time:25.368428707122803 Iteration: 55 || Clusters count: 6 || Log posterior: -261264.5958521487 || Iter Time:0.008081912994384766 || Total time:25.376510620117188 Iteration: 56 || Clusters count: 6 || Log posterior: -261285.40376235626 || Iter Time:0.008332014083862305 || Total time:25.38484263420105 Iteration: 57 || Clusters count: 7 || Log posterior: -260993.95819888238 || Iter Time:0.04353904724121094 || Total time:25.42838168144226 Iteration: 58 || Clusters count: 7 || Log posterior: -260922.7096761464 || Iter Time:0.00800013542175293 || Total time:25.436381816864014 Iteration: 59 || Clusters count: 7 || Log posterior: -260904.08437107666 || Iter Time:0.008012056350708008 || Total time:25.44439387321472 Iteration: 60 || Clusters count: 7 || Log posterior: -260922.70689524713 || Iter Time:0.00787210464477539 || Total time:25.452265977859497 Iteration: 61 || Clusters count: 7 || Log posterior: -260919.53068008402 || Iter Time:0.00814199447631836 || Total time:25.460407972335815 Iteration: 62 || Clusters count: 7 || Log posterior: -260882.4256585396 || Iter Time:0.8548450469970703 || Total time:26.315253019332886 Loading and distributing data: 0.000782 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 8 || Log posterior: -260431.3588130138 || Iter Time:0.00945901870727539 || Total time:26.32471203804016 Iteration: 64 || Clusters count: 9 || Log posterior: -259987.10269784037 || Iter Time:0.010612010955810547 || Total time:26.33532404899597 Iteration: 65 || Clusters count: 10 || Log posterior: -259630.74586975842 || Iter Time:0.010592937469482422 || Total time:26.345916986465454 Iteration: 66 || Clusters count: 10 || Log posterior: -259515.45174151388 || Iter Time:0.009961128234863281 || Total time:26.355878114700317 Iteration: 67 || Clusters count: 10 || Log posterior: -259482.86748475474 || Iter Time:0.009293079376220703 || Total time:26.365171194076538 Iteration: 68 || Clusters count: 10 || Log posterior: -259469.55706152343 || Iter Time:0.009212970733642578 || Total time:26.37438416481018 Iteration: 69 || Clusters count: 10 || Log posterior: -259460.86113914617 || Iter Time:0.00929117202758789 || Total time:26.38367533683777 Iteration: 70 || Clusters count: 10 || Log posterior: -259457.023106208 || Iter Time:0.009345054626464844 || Total time:26.393020391464233 Iteration: 71 || Clusters count: 10 || Log posterior: -259453.73333034906 || Iter Time:0.03003406524658203 || Total time:26.423054456710815 Iteration: 72 || Clusters count: 10 || Log posterior: -259442.08477919977 || Iter Time:0.009639978408813477 || Total time:26.43269443511963 Iteration: 73 || Clusters count: 10 || Log posterior: -259424.8184654987 || Iter Time:0.009654998779296875 || Total time:26.442349433898926 Iteration: 74 || Clusters count: 10 || Log posterior: -259391.96583007113 || Iter Time:0.009634017944335938 || Total time:26.45198345184326 Iteration: 75 || Clusters count: 10 || Log posterior: -259391.8782303473 || Iter Time:0.009649991989135742 || Total time:26.461633443832397 Iteration: 76 || Clusters count: 10 || Log posterior: -259397.13330914284 || Iter Time:0.009510040283203125 || Total time:26.4711434841156 Iteration: 77 || Clusters count: 10 || Log posterior: -259398.2760018812 || Iter Time:0.009485006332397461 || Total time:26.480628490447998 Iteration: 78 || Clusters count: 10 || Log posterior: -259404.951332616 || Iter Time:0.010525941848754883 || Total time:26.491154432296753 Iteration: 79 || Clusters count: 10 || Log posterior: -259425.15887425494 || Iter Time:0.011424064636230469 || Total time:26.502578496932983 Iteration: 80 || Clusters count: 10 || Log posterior: -259419.67298310678 || Iter Time:0.011279106140136719 || Total time:26.51385760307312 Iteration: 81 || Clusters count: 10 || Log posterior: -259421.70913716825 || Iter Time:0.012303829193115234 || Total time:26.526161432266235 Iteration: 82 || Clusters count: 11 || Log posterior: -259040.4769521111 || Iter Time:0.01445317268371582 || Total time:26.54061460494995 Iteration: 83 || Clusters count: 11 || Log posterior: -258952.3451741687 || Iter Time:0.04166603088378906 || Total time:26.58228063583374 Loading and distributing data: 0.000783 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 13 || Log posterior: -258074.08400139085 || Iter Time:0.013238191604614258 || Total time:26.595518827438354 Iteration: 85 || Clusters count: 14 || Log posterior: -257803.66355427876 || Iter Time:0.012984991073608398 || Total time:26.608503818511963 Iteration: 86 || Clusters count: 14 || Log posterior: -257727.88217352005 || Iter Time:0.012078046798706055 || Total time:26.62058186531067 Iteration: 87 || Clusters count: 14 || Log posterior: -257701.24369746973 || Iter Time:0.012022972106933594 || Total time:26.632604837417603 Iteration: 88 || Clusters count: 14 || Log posterior: -257670.79432775718 || Iter Time:0.012058019638061523 || Total time:26.644662857055664 Iteration: 89 || Clusters count: 14 || Log posterior: -257673.43444788395 || Iter Time:0.012742042541503906 || Total time:26.657404899597168 Iteration: 90 || Clusters count: 14 || Log posterior: -257670.45659345333 || Iter Time:0.01277017593383789 || Total time:26.670175075531006 Iteration: 91 || Clusters count: 14 || Log posterior: -257673.50111215952 || Iter Time:0.016861915588378906 || Total time:26.687036991119385 Iteration: 92 || Clusters count: 14 || Log posterior: -257660.08206707085 || Iter Time:0.012816905975341797 || Total time:26.699853897094727 Iteration: 93 || Clusters count: 14 || Log posterior: -257678.2754608729 || Iter Time:0.012279033660888672 || Total time:26.712132930755615 Iteration: 94 || Clusters count: 14 || Log posterior: -257673.27507827032 || Iter Time:0.012387990951538086 || Total time:26.724520921707153 Iteration: 95 || Clusters count: 14 || Log posterior: -257663.0060181408 || Iter Time:0.012279987335205078 || Total time:26.73680090904236 Iteration: 96 || Clusters count: 14 || Log posterior: -257673.71324917456 || Iter Time:0.012378931045532227 || Total time:26.74917984008789 Iteration: 97 || Clusters count: 15 || Log posterior: -257312.24470793863 || Iter Time:0.014136075973510742 || Total time:26.7633159160614 Iteration: 98 || Clusters count: 15 || Log posterior: -257289.14200971575 || Iter Time:0.017260074615478516 || Total time:26.78057599067688 Iteration: 99 || Clusters count: 15 || Log posterior: -257286.69118338224 || Iter Time:0.014873981475830078 || Total time:26.79544997215271 Iteration: 100 || Clusters count: 15 || Log posterior: -257287.5468532011 || Iter Time:0.015614032745361328 || Total time:26.81106400489807 Iteration: 101 || Clusters count: 15 || Log posterior: -257290.42316150066 || Iter Time:0.016196012496948242 || Total time:26.82726001739502 Iteration: 102 || Clusters count: 15 || Log posterior: -257304.7660451941 || Iter Time:0.01983499526977539 || Total time:26.847095012664795 Iteration: 103 || Clusters count: 15 || Log posterior: -257291.21611578704 || Iter Time:0.01715397834777832 || Total time:26.864248991012573 Iteration: 104 || Clusters count: 15 || Log posterior: -257278.10704782038 || Iter Time:0.014864921569824219 || Total time:26.879113912582397 Loading and distributing data: 0.000764 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 16 || Log posterior: -256990.49217666124 || Iter Time:0.0329279899597168 || Total time:26.912041902542114 Iteration: 106 || Clusters count: 16 || Log posterior: -256865.0053290622 || Iter Time:0.034507036209106445 || Total time:26.94654893875122 Iteration: 107 || Clusters count: 17 || Log posterior: -256494.06112021228 || Iter Time:0.018320083618164062 || Total time:26.964869022369385 Iteration: 108 || Clusters count: 17 || Log posterior: -256479.2311941344 || Iter Time:0.01754903793334961 || Total time:26.982418060302734 Iteration: 109 || Clusters count: 17 || Log posterior: -256455.47845217257 || Iter Time:0.017232894897460938 || Total time:26.999650955200195 Iteration: 110 || Clusters count: 17 || Log posterior: -256451.47694371667 || Iter Time:0.02087092399597168 || Total time:27.020521879196167 Iteration: 111 || Clusters count: 17 || Log posterior: -256460.166854685 || Iter Time:0.016170978546142578 || Total time:27.03669285774231 Iteration: 112 || Clusters count: 17 || Log posterior: -256464.89256212593 || Iter Time:0.01722407341003418 || Total time:27.053916931152344 Iteration: 113 || Clusters count: 17 || Log posterior: -256458.55828810504 || Iter Time:0.02118706703186035 || Total time:27.075103998184204 Iteration: 114 || Clusters count: 17 || Log posterior: -256461.04191545755 || Iter Time:0.018033981323242188 || Total time:27.093137979507446 Iteration: 115 || Clusters count: 17 || Log posterior: -256461.1320293969 || Iter Time:0.018207073211669922 || Total time:27.111345052719116 Iteration: 116 || Clusters count: 17 || Log posterior: -256457.31325990346 || Iter Time:0.018991947174072266 || Total time:27.13033699989319 Iteration: 117 || Clusters count: 17 || Log posterior: -256461.3599852307 || Iter Time:0.022727012634277344 || Total time:27.153064012527466 Iteration: 118 || Clusters count: 17 || Log posterior: -256465.3097366249 || Iter Time:0.01844191551208496 || Total time:27.17150592803955 Iteration: 119 || Clusters count: 17 || Log posterior: -256463.00183553167 || Iter Time:0.019507884979248047 || Total time:27.1910138130188 Iteration: 120 || Clusters count: 17 || Log posterior: -256464.1856339451 || Iter Time:0.02443385124206543 || Total time:27.215447664260864 Iteration: 121 || Clusters count: 17 || Log posterior: -256460.99318774568 || Iter Time:0.021219968795776367 || Total time:27.23666763305664 Iteration: 122 || Clusters count: 17 || Log posterior: -256465.7252930551 || Iter Time:0.022261857986450195 || Total time:27.25892949104309 Iteration: 123 || Clusters count: 17 || Log posterior: -256477.19228977803 || Iter Time:0.02770090103149414 || Total time:27.286630392074585 Iteration: 124 || Clusters count: 17 || Log posterior: -256467.45394454428 || Iter Time:0.023524999618530273 || Total time:27.310155391693115 Iteration: 125 || Clusters count: 17 || Log posterior: -256451.2595623621 || Iter Time:0.02188396453857422 || Total time:27.33203935623169 Loading and distributing data: 0.001007 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 19 || Log posterior: -255261.76436449483 || Iter Time:0.026319026947021484 || Total time:27.35835838317871 Iteration: 127 || Clusters count: 19 || Log posterior: -255147.4790427298 || Iter Time:0.020656824111938477 || Total time:27.37901520729065 Iteration: 128 || Clusters count: 19 || Log posterior: -255136.09841898255 || Iter Time:0.019966840744018555 || Total time:27.398982048034668 Iteration: 129 || Clusters count: 19 || Log posterior: -255135.72998964338 || Iter Time:0.02405095100402832 || Total time:27.423032999038696 Iteration: 130 || Clusters count: 19 || Log posterior: -255138.2905111291 || Iter Time:0.02006387710571289 || 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time:27.769634008407593 Iteration: 145 || Clusters count: 19 || Log posterior: -255137.50499481414 || Iter Time:0.02706003189086914 || Total time:27.796694040298462 Iteration: 146 || Clusters count: 19 || Log posterior: -255131.30772918914 || Iter Time:0.02536177635192871 || Total time:27.82205581665039 Loading and distributing data: 0.000801 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -254980.40721385987 || Iter Time:0.03069901466369629 || Total time:27.852754831314087 Iteration: 148 || Clusters count: 20 || Log posterior: -254893.69454557681 || Iter Time:0.02536487579345703 || Total time:27.878119707107544 Iteration: 149 || Clusters count: 20 || Log posterior: -254892.35113252356 || Iter Time:0.028790950775146484 || Total time:27.90691065788269 Iteration: 150 || Clusters count: 20 || Log posterior: -254898.14079803092 || Iter Time:0.025929927825927734 || Total time:27.932840585708618 Iteration: 151 || Clusters count: 20 || Log posterior: -254892.60476842956 || Iter Time:0.025742053985595703 || Total time:27.958582639694214 Iteration: 152 || Clusters count: 20 || Log posterior: -254887.6778440864 || Iter Time:0.028610944747924805 || Total time:27.98719358444214 Iteration: 153 || Clusters count: 20 || Log posterior: -254888.6158339006 || Iter Time:0.02495598793029785 || Total time:28.012149572372437 Iteration: 154 || Clusters count: 20 || Log posterior: -254882.40032343692 || Iter Time:0.025738954544067383 || Total time:28.037888526916504 Iteration: 155 || Clusters count: 20 || Log posterior: -254882.40032343692 || Iter Time:0.02908182144165039 || Total time:28.066970348358154 Iteration: 156 || Clusters count: 20 || Log posterior: -254889.67996694223 || Iter Time:0.024875879287719727 || Total time:28.091846227645874 Iteration: 157 || Clusters count: 20 || Log posterior: -254886.81606130663 || Iter Time:0.02787303924560547 || Total time:28.11971926689148 Iteration: 158 || Clusters count: 20 || Log posterior: -254881.38320854973 || Iter Time:0.025125980377197266 || Total time:28.144845247268677 Iteration: 159 || Clusters count: 20 || Log posterior: -254880.01684291012 || Iter Time:0.025170087814331055 || Total time:28.170015335083008 Iteration: 160 || Clusters count: 20 || Log posterior: -254885.17791374115 || Iter Time:0.028743982315063477 || Total time:28.19875931739807 Iteration: 161 || Clusters count: 20 || Log posterior: -254884.4593209569 || Iter Time:0.024970054626464844 || Total time:28.223729372024536 Iteration: 162 || Clusters count: 20 || Log posterior: -254881.718143437 || Iter Time:0.025889873504638672 || Total time:28.249619245529175 Iteration: 163 || Clusters count: 20 || Log posterior: -254888.28302575406 || Iter Time:0.03262519836425781 || Total time:28.282244443893433 Iteration: 164 || Clusters count: 20 || Log posterior: -254883.62384996255 || Iter Time:0.028144121170043945 || Total time:28.310388565063477 Iteration: 165 || Clusters count: 20 || Log posterior: -254882.12354162172 || Iter Time:0.03137612342834473 || Total time:28.34176468849182 Iteration: 166 || Clusters count: 20 || Log posterior: -254886.23867353945 || Iter Time:0.028416872024536133 || Total time:28.370181560516357 Iteration: 167 || Clusters count: 20 || Log posterior: -254882.12354162172 || Iter Time:0.026584863662719727 || Total time:28.396766424179077 Loading and distributing data: 0.004903 seconds (128 allocations: 395.992 KiB, 79.50% gc time) Iteration: 168 || Clusters count: 20 || Log posterior: -254809.01820482893 || Iter Time:0.0259249210357666 || Total time:28.422691345214844 Iteration: 169 || Clusters count: 20 || Log posterior: -254776.66484450706 || Iter Time:0.02263498306274414 || Total time:28.445326328277588 Iteration: 170 || Clusters count: 20 || Log posterior: -254773.20909324198 || Iter Time:0.026161909103393555 || Total time:28.47148823738098 Iteration: 171 || Clusters count: 20 || Log posterior: -254773.4503957896 || Iter Time:0.02273702621459961 || Total time:28.49422526359558 Iteration: 172 || Clusters count: 20 || Log posterior: -254767.36931163515 || Iter Time:0.02255702018737793 || Total time:28.51678228378296 Iteration: 173 || Clusters count: 20 || Log posterior: -254770.20231475212 || Iter Time:0.02588486671447754 || Total time:28.542667150497437 Iteration: 174 || Clusters count: 20 || Log posterior: -254777.16498774433 || Iter Time:0.02205681800842285 || Total time:28.56472396850586 Iteration: 175 || Clusters count: 20 || Log posterior: -254776.70241068836 || Iter Time:0.022102832794189453 || Total time:28.58682680130005 Iteration: 176 || Clusters count: 20 || Log posterior: -254772.3035624879 || Iter Time:0.026807069778442383 || Total time:28.61363387107849 Iteration: 177 || Clusters count: 20 || Log posterior: -254771.6722084828 || Iter Time:0.02291703224182129 || Total time:28.636550903320312 Iteration: 178 || Clusters count: 20 || Log posterior: -254775.6339767365 || Iter Time:0.02264690399169922 || Total 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time:28.84775185585022 Iteration: 186 || Clusters count: 20 || Log posterior: -254773.6436824503 || Iter Time:0.02977299690246582 || Total time:28.877524852752686 Iteration: 187 || Clusters count: 20 || Log posterior: -254773.74618253083 || Iter Time:0.032816171646118164 || Total time:28.910341024398804 Iteration: 188 || Clusters count: 20 || Log posterior: -254771.12158109515 || Iter Time:0.026485919952392578 || Total time:28.936826944351196 Loading and distributing data: 0.000792 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254788.64701650917 || Iter Time:0.030993938446044922 || Total time:28.96782088279724 Iteration: 190 || Clusters count: 20 || Log posterior: -254767.66191521919 || Iter Time:0.025873184204101562 || Total time:28.993694067001343 Iteration: 191 || Clusters count: 20 || Log posterior: -254772.79835025495 || Iter Time:0.03070807456970215 || Total time:29.024402141571045 Iteration: 192 || Clusters count: 20 || Log posterior: -254774.94150294334 || Iter Time:0.026807069778442383 || Total time:29.051209211349487 Iteration: 193 || Clusters count: 20 || Log posterior: -254778.28557952744 || Iter Time:0.026796817779541016 || Total time:29.07800602912903 Iteration: 194 || Clusters count: 20 || Log posterior: -254774.9518022982 || Iter Time:0.03169107437133789 || Total time:29.109697103500366 Iteration: 195 || Clusters count: 20 || Log posterior: -254771.05134091488 || Iter Time:0.029007911682128906 || Total time:29.138705015182495 Iteration: 196 || Clusters count: 20 || Log posterior: -254765.58107524714 || Iter Time:0.028122901916503906 || Total time:29.166827917099 Iteration: 197 || Clusters count: 20 || Log posterior: -254771.09437467085 || Iter Time:0.03131890296936035 || Total time:29.19814682006836 Iteration: 198 || Clusters count: 20 || Log posterior: -254779.39762990523 || Iter Time:0.026348114013671875 || Total time:29.22449493408203 Iteration: 199 || Clusters count: 20 || Log posterior: -254770.08814300637 || Iter Time:0.030431032180786133 || Total time:29.254925966262817 Iteration: 200 || Clusters count: 20 || Log posterior: -254768.22466558332 || Iter Time:0.026786088943481445 || Total time:29.2817120552063 Iteration: 201 || Clusters count: 20 || Log posterior: -254765.58107524714 || Iter Time:0.026292085647583008 || Total time:29.308004140853882 Iteration: 202 || Clusters count: 20 || Log posterior: -254774.81384041044 || Iter Time:0.0322880744934082 || Total time:29.34029221534729 Iteration: 203 || Clusters count: 20 || Log posterior: -254766.8454941071 || Iter Time:0.027286052703857422 || Total time:29.367578268051147 Iteration: 204 || Clusters count: 20 || Log posterior: -254766.8454941071 || Iter Time:0.03222203254699707 || Total time:29.399800300598145 Iteration: 205 || Clusters count: 20 || Log posterior: -254766.50030154383 || Iter Time:0.02782893180847168 || Total time:29.427629232406616 Iteration: 206 || Clusters count: 20 || Log posterior: -254766.50030154383 || Iter Time:0.02801799774169922 || Total time:29.455647230148315 Iteration: 207 || Clusters count: 20 || Log posterior: -254765.23588268386 || Iter Time:0.032206058502197266 || Total time:29.487853288650513 Iteration: 208 || Clusters count: 20 || Log posterior: -254772.16655225557 || Iter Time:0.028146028518676758 || Total time:29.51599931716919 Iteration: 209 || Clusters count: 20 || Log posterior: -254766.44493608281 || Iter Time:0.03017592430114746 || Total time:29.546175241470337 NMI: 0.7788956228473831 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m31.5s [8750, 50270, 21672, 19310, 92028, 13618, 26884, 60872, 216762, 16163, 76380, 84981, 2456, 43421, 74397, 45214, 12106, 3002, 84275, 47439] Loading and distributing data: 0.000293 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6667.021440891118 || Iter Time:5.505527019500732 || Total time:5.505527019500732 Iteration: 1 || Clusters count: 1 || Log posterior: -6667.021440891118 || Iter Time:0.002704143524169922 || Total time:5.508231163024902 Iteration: 2 || Clusters count: 1 || Log posterior: -6667.021440891118 || Iter Time:0.0020818710327148438 || Total time:5.510313034057617 Iteration: 3 || Clusters count: 1 || Log posterior: -6667.021440891118 || Iter Time:0.0018999576568603516 || Total time:5.5122129917144775 Iteration: 4 || Clusters count: 1 || Log posterior: -6667.021440891118 || Iter Time:0.0017268657684326172 || Total time:5.51393985748291 Iteration: 5 || Clusters count: 1 || Log posterior: -6667.021440891118 || Iter Time:0.001683950424194336 || Total time:5.5156238079071045 Iteration: 6 || Clusters count: 1 || Log posterior: -6667.021440891118 || Iter Time:0.0016820430755615234 || Total time:5.517305850982666 Iteration: 7 || Clusters count: 1 || Log posterior: -6667.021440891118 || Iter Time:0.0016808509826660156 || Total time:5.518986701965332 Iteration: 8 || Clusters count: 2 || Log posterior: -6233.13228086708 || Iter Time:0.1669788360595703 || Total time:5.685965538024902 Iteration: 9 || Clusters count: 2 || Log posterior: -6222.492895509587 || Iter Time:0.0025169849395751953 || Total time:5.6884825229644775 Iteration: 10 || Clusters count: 2 || Log posterior: -6220.9463423860625 || Iter Time:0.002290964126586914 || Total time:5.6907734870910645 Iteration: 11 || Clusters count: 2 || Log posterior: -6223.5149152977 || Iter Time:0.002231121063232422 || Total time:5.693004608154297 Iteration: 12 || Clusters count: 2 || Log posterior: -6225.976665750386 || Iter Time:0.002290010452270508 || Total time:5.695294618606567 Iteration: 13 || Clusters count: 2 || Log posterior: -6222.144843539435 || Iter Time:0.0024688243865966797 || Total time:5.697763442993164 Iteration: 14 || Clusters count: 2 || Log posterior: -6222.726833369013 || Iter Time:0.002323150634765625 || Total time:5.70008659362793 Iteration: 15 || Clusters count: 2 || Log posterior: -6224.008851383828 || Iter Time:0.0022258758544921875 || Total time:5.702312469482422 Iteration: 16 || Clusters count: 2 || Log posterior: -6222.180989245159 || Iter Time:0.002215147018432617 || Total time:5.7045276165008545 Iteration: 17 || Clusters count: 2 || Log posterior: -6226.436087555796 || Iter Time:0.0023200511932373047 || Total time:5.706847667694092 Iteration: 18 || Clusters count: 3 || Log posterior: -5856.012420544035 || Iter Time:0.00551605224609375 || Total time:5.7123637199401855 Iteration: 19 || Clusters count: 3 || Log posterior: -5851.6747717548615 || Iter Time:0.0028951168060302734 || Total time:5.715258836746216 Iteration: 20 || Clusters count: 3 || Log posterior: -5863.634939003344 || Iter Time:0.0028090476989746094 || Total time:5.71806788444519 Iteration: 21 || Clusters count: 3 || Log posterior: -5858.826604440972 || Iter Time:0.002602815628051758 || Total time:5.720670700073242 Iteration: 22 || Clusters count: 3 || Log posterior: -5848.722568877861 || Iter Time:0.002619028091430664 || Total time:5.723289728164673 Iteration: 23 || Clusters count: 3 || Log posterior: -5852.359051968793 || Iter Time:0.002724170684814453 || Total time:5.726013898849487 Iteration: 24 || Clusters count: 3 || Log posterior: -5857.822818170956 || Iter Time:0.0029740333557128906 || Total time:5.7289879322052 Iteration: 25 || Clusters count: 3 || Log posterior: -5849.311016545288 || Iter Time:0.0030138492584228516 || Total time:5.732001781463623 Iteration: 26 || Clusters count: 3 || Log posterior: -5851.068520175264 || Iter Time:0.002537965774536133 || Total time:5.734539747238159 Iteration: 27 || Clusters count: 3 || Log posterior: -5859.444696610889 || Iter Time:0.0025169849395751953 || Total time:5.737056732177734 Iteration: 28 || Clusters count: 3 || Log posterior: -5852.503443464149 || Iter Time:0.0955209732055664 || Total time:5.832577705383301 Iteration: 29 || Clusters count: 4 || Log posterior: -5839.927867161472 || Iter Time:0.006211996078491211 || Total time:5.838789701461792 Iteration: 30 || Clusters count: 4 || Log posterior: -5773.0059228636 || Iter Time:1.218247890472412 || Total time:7.057037591934204 false [2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 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, 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, 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, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 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: 0.000308 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 5 || Log posterior: -5622.008092629246 || Iter Time:0.0333859920501709 || Total time:7.090423583984375 Iteration: 32 || Clusters count: 5 || Log posterior: -5588.8419094688015 || Iter Time:0.006023883819580078 || Total time:7.096447467803955 Loading and distributing data: 0.000179 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 5 || Log posterior: -4659.0256369299805 || Iter Time:0.0042650699615478516 || Total time:7.100712537765503 Iteration: 34 || Clusters count: 5 || Log posterior: -4639.1577359406065 || Iter Time:0.005934953689575195 || Total time:7.106647491455078 Loading and distributing data: 0.000174 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 5 || Log posterior: -4326.241338770807 || Iter Time:0.003930091857910156 || Total time:7.110577583312988 Iteration: 36 || Clusters count: 5 || Log posterior: -4314.824414285573 || Iter Time:0.006189107894897461 || Total time:7.116766691207886 Loading and distributing data: 0.000175 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 5 || Log posterior: -4308.843083954249 || Iter Time:0.0038781166076660156 || Total time:7.120644807815552 Iteration: 38 || Clusters count: 5 || Log posterior: -4292.569103020139 || Iter Time:0.005789041519165039 || Total time:7.126433849334717 Loading and distributing data: 0.000158 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 5 || Log posterior: -4306.95010436858 || Iter Time:0.003776073455810547 || Total time:7.130209922790527 Iteration: 40 || Clusters count: 5 || Log posterior: -4298.583660057808 || Iter Time:0.006146907806396484 || Total time:7.136356830596924 Loading and distributing data: 0.000167 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 6 || Log posterior: -4254.077348766546 || Iter Time:0.005068778991699219 || Total time:7.141425609588623 Iteration: 42 || Clusters count: 6 || Log posterior: -4241.975443942657 || Iter Time:0.00689697265625 || Total time:7.148322582244873 Loading and distributing data: 0.000171 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 6 || Log posterior: -4287.799102815132 || Iter Time:0.0046389102935791016 || Total time:7.152961492538452 Iteration: 44 || Clusters count: 6 || Log posterior: -4278.333180512603 || Iter Time:0.007177829742431641 || Total time:7.160139322280884 Loading and distributing data: 0.000169 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 8 || Log posterior: -4205.789340769852 || Iter Time:0.006536006927490234 || Total time:7.166675329208374 Iteration: 46 || Clusters count: 8 || Log posterior: -4192.0194541649635 || Iter Time:0.008556842803955078 || Total time:7.175232172012329 Loading and distributing data: 0.000173 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 8 || Log posterior: -4159.4242980792005 || Iter Time:0.0060651302337646484 || Total time:7.181297302246094 Iteration: 48 || Clusters count: 8 || Log posterior: -4134.474469248375 || Iter Time:0.009335994720458984 || Total time:7.190633296966553 Loading and distributing 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posterior: -4064.1948552414 || Iter Time:0.015513896942138672 || Total time:7.614405870437622 Loading and distributing data: 0.000221 seconds (128 allocations: 13.180 KiB) Iteration: 89 || Clusters count: 9 || Log posterior: -4060.2231102511764 || Iter Time:0.012204885482788086 || Total time:7.62661075592041 Iteration: 90 || Clusters count: 9 || Log posterior: -4055.7217980605888 || Iter Time:0.016299962997436523 || Total time:7.642910718917847 Loading and distributing data: 0.000203 seconds (128 allocations: 13.180 KiB) Iteration: 91 || Clusters count: 9 || Log posterior: -4039.385003531234 || Iter Time:0.012490034103393555 || Total time:7.65540075302124 Iteration: 92 || Clusters count: 9 || Log posterior: -4035.0867851786 || Iter Time:0.07589411735534668 || Total time:7.731294870376587 Loading and distributing data: 0.000208 seconds (128 allocations: 13.211 KiB) Iteration: 93 || Clusters count: 9 || Log posterior: -4020.610583127504 || Iter Time:0.011224985122680664 || Total 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Iteration: 1549 || Clusters count: 9 || Log posterior: -4013.4998265589697 || Iter Time:0.009624958038330078 || Total time:25.791568994522095 Iteration: 1550 || Clusters count: 9 || Log posterior: -3997.482758785895 || Iter Time:0.013150930404663086 || Total time:25.804719924926758 Loading and distributing data: 0.000184 seconds (129 allocations: 13.195 KiB) Iteration: 1551 || Clusters count: 9 || Log posterior: -3991.2183020722096 || Iter Time:0.009848833084106445 || Total time:25.814568758010864 Iteration: 1552 || Clusters count: 9 || Log posterior: -3988.985944556483 || Iter Time:0.012911081314086914 || Total time:25.82747983932495 Loading and distributing data: 0.000191 seconds (129 allocations: 13.195 KiB) Iteration: 1553 || Clusters count: 9 || Log posterior: -4049.8359206898003 || Iter Time:0.011141061782836914 || Total time:25.838620901107788 Iteration: 1554 || Clusters count: 9 || Log posterior: -4041.506297204297 || Iter Time:0.01444387435913086 || Total 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Iteration: 1571 || Clusters count: 9 || Log posterior: -4023.8697298598 || Iter Time:0.01063394546508789 || Total time:26.05763554573059 Iteration: 1572 || Clusters count: 9 || Log posterior: -4017.502583303244 || Iter Time:0.012992143630981445 || Total time:26.070627689361572 Loading and distributing data: 0.000195 seconds (129 allocations: 13.195 KiB) Iteration: 1573 || Clusters count: 9 || Log posterior: -4021.9657424382945 || Iter Time:0.010142803192138672 || Total time:26.08077049255371 Iteration: 1574 || Clusters count: 9 || Log posterior: -4017.9163486510533 || Iter Time:0.013264894485473633 || Total time:26.094035387039185 Loading and distributing data: 0.000206 seconds (129 allocations: 13.195 KiB) Iteration: 1575 || Clusters count: 9 || Log posterior: -4057.676578222199 || Iter Time:0.010403156280517578 || Total time:26.104438543319702 Iteration: 1576 || Clusters count: 9 || Log posterior: -4050.9671725138105 || Iter Time:0.012820959091186523 || Total time:26.11725950241089 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Iteration: 1809 || Clusters count: 9 || Log posterior: -4102.686599576948 || Iter Time:0.01032710075378418 || Total time:28.934019804000854 Iteration: 1810 || Clusters count: 9 || Log posterior: -4096.421090326672 || Iter Time:0.012938976287841797 || Total time:28.946958780288696 Loading and distributing data: 0.000172 seconds (129 allocations: 13.195 KiB) Iteration: 1811 || Clusters count: 9 || Log posterior: -4048.751223607643 || Iter Time:0.010057926177978516 || Total time:28.957016706466675 Iteration: 1812 || Clusters count: 9 || Log posterior: -4046.6359398952222 || Iter Time:0.013303041458129883 || Total time:28.970319747924805 Loading and distributing data: 0.000172 seconds (129 allocations: 13.195 KiB) Iteration: 1813 || Clusters count: 9 || Log posterior: -4010.82918802078 || Iter Time:0.010902166366577148 || Total time:28.981221914291382 Iteration: 1814 || Clusters count: 9 || Log posterior: -3982.9874982934602 || Iter Time:0.012532949447631836 || Total 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Iteration: 1831 || Clusters count: 9 || Log posterior: -4056.5257446995197 || Iter Time:0.029006004333496094 || Total time:29.209712028503418 Iteration: 1832 || Clusters count: 9 || Log posterior: -4041.688953631753 || Iter Time:0.012320995330810547 || Total time:29.22203302383423 Loading and distributing data: 0.000185 seconds (129 allocations: 13.195 KiB) Iteration: 1833 || Clusters count: 9 || Log posterior: -4051.8739445363053 || Iter Time:0.008877038955688477 || Total time:29.230910062789917 Iteration: 1834 || Clusters count: 9 || Log posterior: -4043.4245011831854 || Iter Time:0.012230873107910156 || Total time:29.243140935897827 Loading and distributing data: 0.000185 seconds (129 allocations: 13.195 KiB) Iteration: 1835 || Clusters count: 9 || Log posterior: -4094.5265449629856 || Iter Time:0.009272098541259766 || Total time:29.252413034439087 Iteration: 1836 || Clusters count: 9 || Log posterior: -4087.8550494346487 || Iter Time:0.012616872787475586 || Total 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|| Log posterior: -4076.98730375252 || Iter Time:0.013715982437133789 || Total time:29.337269067764282 Loading and distributing data: 0.000178 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 9 || Log posterior: -4071.7915198824635 || Iter Time:0.009877204895019531 || Total time:29.3471462726593 Iteration: 1844 || Clusters count: 9 || Log posterior: -4065.444264738793 || Iter Time:0.01312398910522461 || Total time:29.360270261764526 Loading and distributing data: 0.000183 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 9 || Log posterior: -4045.692730990449 || Iter Time:0.010749101638793945 || Total time:29.37101936340332 Iteration: 1846 || Clusters count: 9 || Log posterior: -4042.6390358524927 || Iter Time:0.012434959411621094 || Total time:29.38345432281494 Loading and distributing data: 0.000183 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 9 || Log posterior: -4064.9580925252117 || Iter 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Iteration: 1853 || Clusters count: 9 || Log posterior: -4053.5554946247958 || Iter Time:0.009010076522827148 || Total time:29.45769739151001 Iteration: 1854 || Clusters count: 9 || Log posterior: -4052.5122662585063 || Iter Time:0.012015104293823242 || Total time:29.469712495803833 Loading and distributing data: 0.000177 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 9 || Log posterior: -4054.306581363846 || Iter Time:0.011035919189453125 || Total time:29.480748414993286 Iteration: 1856 || Clusters count: 9 || Log posterior: -4049.9210736467294 || Iter Time:0.012975931167602539 || Total time:29.49372434616089 Loading and distributing data: 0.000177 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 9 || Log posterior: -4064.962744422489 || Iter Time:0.00948190689086914 || Total time:29.503206253051758 Iteration: 1858 || Clusters count: 9 || Log posterior: -4045.6439960257285 || Iter Time:0.01244807243347168 || Total time:29.51565432548523 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Iteration: 1892 || Clusters count: 9 || Log posterior: -4047.20307247896 || Iter Time:0.01380610466003418 || Total time:29.934961795806885 Loading and distributing data: 0.000181 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 9 || Log posterior: -4084.4761947990214 || Iter Time:0.010439157485961914 || Total time:29.945400953292847 Iteration: 1894 || Clusters count: 9 || Log posterior: -4065.608903535905 || Iter Time:0.013220071792602539 || Total time:29.95862102508545 Loading and distributing data: 0.000181 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 9 || Log posterior: -4069.1631298947723 || Iter Time:0.010341167449951172 || Total time:29.9689621925354 Iteration: 1896 || Clusters count: 9 || Log posterior: -4055.72276758217 || Iter Time:0.013702869415283203 || Total time:29.982665061950684 Loading and distributing data: 0.000186 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 9 || Log posterior: -4032.7318515056045 || Iter Time:0.010627031326293945 || Total time:29.993292093276978 Iteration: 1898 || Clusters count: 9 || Log posterior: -4029.3763311390762 || Iter Time:0.01309514045715332 || Total time:30.00638723373413 Loading and distributing data: 0.000176 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 9 || Log posterior: -4045.830593821492 || Iter Time:0.010210037231445312 || Total time:30.016597270965576 Iteration: 1900 || Clusters count: 9 || Log posterior: -4038.597478004703 || Iter Time:0.01306009292602539 || Total time:30.0296573638916 Loading and distributing data: 0.000180 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 9 || Log posterior: -4049.686085185526 || Iter Time:0.010358095169067383 || Total time:30.04001545906067 Iteration: 1902 || Clusters count: 9 || Log posterior: -4047.0030401605577 || Iter Time:0.013330936431884766 || Total time:30.053346395492554 Loading and distributing data: 0.000190 seconds (129 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count: 9 || Log posterior: -4040.9173367583558 || Iter Time:0.013975143432617188 || Total time:30.19870162010193 Loading and distributing data: 0.000187 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 9 || Log posterior: -4052.8657475801656 || Iter Time:0.010426998138427734 || Total time:30.209128618240356 Iteration: 1916 || Clusters count: 9 || Log posterior: -4044.0101041401313 || Iter Time:0.013426065444946289 || Total time:30.222554683685303 Loading and distributing data: 0.000199 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 9 || Log posterior: -4053.377847187633 || Iter Time:0.010316848754882812 || Total time:30.232871532440186 Iteration: 1918 || Clusters count: 9 || Log posterior: -4049.1712937718503 || Iter Time:0.013338804244995117 || Total time:30.24621033668518 Loading and distributing data: 0.000201 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 9 || Log posterior: -4051.117183333103 || Iter Time:0.011145830154418945 || Total time:30.2573561668396 Iteration: 1920 || Clusters count: 9 || Log posterior: -4027.212886816701 || Iter Time:0.03522682189941406 || Total time:30.292582988739014 Loading and distributing data: 0.000221 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 9 || Log posterior: -4046.9685569127487 || Iter Time:0.01083683967590332 || Total time:30.303419828414917 Iteration: 1922 || Clusters count: 9 || Log posterior: -4041.2007027740437 || Iter Time:0.014278888702392578 || Total time:30.31769871711731 Loading and distributing data: 0.000181 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 9 || Log posterior: -4070.0085715434066 || Iter Time:0.009825944900512695 || Total time:30.327524662017822 Iteration: 1924 || Clusters count: 9 || Log posterior: -4059.3469023886937 || Iter Time:0.013813018798828125 || Total time:30.34133768081665 Loading and distributing data: 0.000187 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 9 || Log posterior: -4089.1662942701073 || Iter Time:0.010408878326416016 || Total time:30.351746559143066 Iteration: 1926 || Clusters count: 9 || Log posterior: -4074.419213922282 || Iter Time:0.013573884963989258 || Total time:30.365320444107056 Loading and distributing data: 0.000175 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 9 || Log posterior: -4036.69516201143 || Iter Time:0.011141061782836914 || Total time:30.376461505889893 Iteration: 1928 || Clusters count: 9 || Log posterior: -4033.153134202585 || Iter Time:0.01288914680480957 || Total time:30.389350652694702 Loading and distributing data: 0.000172 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 9 || Log posterior: -4018.0340699814938 || Iter Time:0.009637117385864258 || Total time:30.398987770080566 Iteration: 1930 || Clusters count: 9 || Log posterior: -4014.535029415609 || Iter Time:0.012959957122802734 || Total time:30.41194772720337 Loading and distributing data: 0.000191 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 9 || Log posterior: -4071.167984031044 || Iter Time:0.009668111801147461 || Total time:30.421615839004517 Iteration: 1932 || Clusters count: 9 || Log posterior: -4050.5280159879662 || Iter Time:0.01260995864868164 || Total time:30.4342257976532 Loading and distributing data: 0.000180 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 9 || Log posterior: -4071.543544786697 || Iter Time:0.009252071380615234 || Total time:30.443477869033813 Iteration: 1934 || Clusters count: 9 || Log posterior: -4063.3332842369414 || Iter Time:0.013079166412353516 || Total time:30.456557035446167 Loading and distributing data: 0.000188 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 9 || Log posterior: -4046.2357635534972 || Iter Time:0.009824991226196289 || Total time:30.466382026672363 Iteration: 1936 || Clusters count: 9 || Log posterior: -4042.7035171814896 || Iter Time:0.012453079223632812 || Total time:30.478835105895996 Loading and distributing data: 0.000185 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 9 || Log posterior: -4044.6829168950444 || Iter Time:0.010530948638916016 || Total time:30.489366054534912 Iteration: 1938 || Clusters count: 9 || Log posterior: -4036.2852225883507 || Iter Time:0.01397705078125 || Total time:30.503343105316162 Loading and distributing data: 0.000184 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 9 || Log posterior: -4045.188087497643 || Iter Time:0.01070094108581543 || Total time:30.514044046401978 Iteration: 1940 || Clusters count: 9 || Log posterior: -4023.8844717133575 || Iter Time:0.013351917266845703 || Total time:30.527395963668823 Loading and distributing data: 0.000178 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 9 || Log posterior: -4050.116856337077 || Iter Time:0.01069188117980957 || Total time:30.538087844848633 Iteration: 1942 || Clusters count: 9 || Log posterior: -4038.885645538368 || Iter Time:0.013864994049072266 || Total time:30.551952838897705 Loading and distributing data: 0.000187 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 9 || Log posterior: -4053.480581648812 || Iter Time:0.01023101806640625 || Total time:30.56218385696411 Iteration: 1944 || Clusters count: 9 || Log posterior: -4043.3625307440284 || Iter Time:0.013161182403564453 || Total time:30.575345039367676 Loading and distributing data: 0.000176 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 9 || Log posterior: -4068.9720527787217 || Iter Time:0.010519027709960938 || Total time:30.585864067077637 Iteration: 1946 || Clusters count: 9 || Log posterior: -4065.476335577427 || Iter Time:0.01328897476196289 || Total time:30.5991530418396 Loading and distributing data: 0.000197 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 9 || Log posterior: -4040.9495499151335 || Iter Time:0.010089874267578125 || Total time:30.609242916107178 Iteration: 1948 || Clusters count: 9 || Log posterior: -4021.498682192039 || Iter Time:0.013709068298339844 || Total time:30.622951984405518 Loading and distributing data: 0.000175 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 9 || Log posterior: -4019.226228890771 || Iter Time:0.010215044021606445 || Total time:30.633167028427124 Iteration: 1950 || Clusters count: 9 || Log posterior: -4018.4390125721793 || Iter Time:0.013548135757446289 || Total time:30.64671516418457 Loading and distributing data: 0.000167 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 9 || Log posterior: -4008.6603153459714 || Iter Time:0.009989023208618164 || Total time:30.65670418739319 Iteration: 1952 || Clusters count: 9 || Log posterior: -3997.9372892697943 || Iter Time:0.013554096221923828 || Total time:30.670258283615112 Loading and distributing data: 0.000181 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 9 || Log posterior: -4032.5575916691464 || Iter Time:0.010432004928588867 || Total time:30.6806902885437 Iteration: 1954 || Clusters count: 9 || Log posterior: -4016.0052188265877 || Iter Time:0.013638019561767578 || Total time:30.69432830810547 Loading and distributing data: 0.000197 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 9 || Log posterior: -4024.6073097217322 || Iter Time:0.010469913482666016 || Total time:30.704798221588135 Iteration: 1956 || Clusters count: 9 || Log posterior: -4012.941470953478 || Iter Time:0.013844013214111328 || Total time:30.718642234802246 Loading and distributing data: 0.000205 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 9 || Log posterior: -4034.5653347017887 || Iter Time:0.010320901870727539 || Total time:30.728963136672974 Iteration: 1958 || Clusters count: 9 || Log posterior: -4033.863107825354 || Iter Time:0.013926982879638672 || Total time:30.742890119552612 Loading and distributing data: 0.000185 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 9 || Log posterior: -4028.630779201315 || Iter Time:0.010771989822387695 || Total time:30.753662109375 Iteration: 1960 || Clusters count: 9 || Log posterior: -4015.388737751363 || Iter Time:0.013665914535522461 || Total time:30.767328023910522 Loading and distributing data: 0.000197 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 9 || Log posterior: -4051.4063291200077 || Iter Time:0.010649919509887695 || Total time:30.77797794342041 Iteration: 1962 || Clusters count: 9 || Log posterior: -4046.5654553831587 || Iter Time:0.013720035552978516 || Total time:30.79169797897339 Loading and distributing data: 0.000182 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 9 || Log posterior: -4066.2818675616413 || Iter Time:0.009513139724731445 || Total time:30.80121111869812 Iteration: 1964 || Clusters count: 9 || Log posterior: -4052.6281042084624 || Iter Time:0.013643026351928711 || Total time:30.81485414505005 Loading and distributing data: 0.000190 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 9 || Log posterior: -4058.9761814400704 || Iter Time:0.030663013458251953 || Total time:30.8455171585083 Iteration: 1966 || Clusters count: 9 || Log posterior: -4050.5229037276226 || Iter Time:0.014317989349365234 || Total time:30.859835147857666 Loading and distributing data: 0.000189 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 9 || Log posterior: -4083.6577422221803 || Iter Time:0.010409116744995117 || Total time:30.87024426460266 Iteration: 1968 || Clusters count: 9 || Log posterior: -4072.2869389202483 || Iter Time:0.01370096206665039 || Total time:30.88394522666931 Loading and distributing data: 0.000192 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 9 || Log posterior: -4074.911029924287 || Iter Time:0.011033058166503906 || Total time:30.894978284835815 Iteration: 1970 || Clusters count: 9 || Log posterior: -4066.994296615393 || Iter Time:0.013738870620727539 || Total time:30.908717155456543 Loading and distributing data: 0.000189 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 9 || Log posterior: -4117.203496502602 || Iter Time:0.01071786880493164 || Total time:30.919435024261475 Iteration: 1972 || Clusters count: 9 || Log posterior: -4101.762873535658 || Iter Time:0.0135650634765625 || Total time:30.933000087738037 Loading and distributing data: 0.000174 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 9 || Log posterior: -4072.531015093657 || Iter Time:0.00985407829284668 || Total time:30.942854166030884 Iteration: 1974 || Clusters count: 9 || Log posterior: -4071.855143927622 || Iter Time:0.013019084930419922 || Total time:30.955873250961304 Loading and distributing data: 0.000180 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 9 || Log posterior: -4051.9957637984185 || Iter Time:0.010155916213989258 || Total time:30.966029167175293 Iteration: 1976 || Clusters count: 9 || Log posterior: -4037.1827821941465 || Iter Time:0.01368093490600586 || Total time:30.9797101020813 Loading and distributing data: 0.000184 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 9 || Log posterior: -4071.9693840488458 || Iter Time:0.010800838470458984 || Total time:30.990510940551758 Iteration: 1978 || Clusters count: 9 || Log posterior: -4056.789683514038 || Iter Time:0.013837814331054688 || Total time:31.004348754882812 Loading and distributing data: 0.000174 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 9 || Log posterior: -4053.152253950501 || Iter Time:0.010397195816040039 || Total time:31.014745950698853 Iteration: 1980 || Clusters count: 9 || Log posterior: -4034.06036888503 || Iter Time:0.01376199722290039 || Total time:31.028507947921753 Loading and distributing data: 0.000182 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 9 || Log posterior: -4040.0250629802404 || Iter Time:0.00990605354309082 || Total time:31.038414001464844 Iteration: 1982 || Clusters count: 9 || Log posterior: -4029.3849364998136 || Iter Time:0.013463020324707031 || Total time:31.05187702178955 Loading and distributing data: 0.000189 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 9 || Log posterior: -4021.6560672147716 || Iter Time:0.010607004165649414 || Total time:31.0624840259552 Iteration: 1984 || Clusters count: 9 || Log posterior: -4012.762849920391 || Iter Time:0.013051986694335938 || Total time:31.075536012649536 Loading and distributing data: 0.000194 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 9 || Log posterior: -4037.488265207967 || Iter Time:0.01037287712097168 || Total time:31.085908889770508 Iteration: 1986 || Clusters count: 9 || Log posterior: -4020.699423224977 || Iter Time:0.013988971710205078 || Total time:31.099897861480713 Loading and distributing data: 0.000199 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 9 || Log posterior: -4042.0033768380304 || Iter Time:0.011114120483398438 || Total time:31.11101198196411 Iteration: 1988 || Clusters count: 9 || Log posterior: -4033.6283519731855 || Iter Time:0.014034032821655273 || Total time:31.125046014785767 Loading and distributing data: 0.000197 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 10 || Log posterior: -4059.9020808973555 || Iter Time:0.011509895324707031 || Total time:31.136555910110474 Iteration: 1990 || Clusters count: 9 || Log posterior: -4044.861136857418 || Iter Time:0.013538122177124023 || Total time:31.150094032287598 Loading and distributing data: 0.000178 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 9 || Log posterior: -4003.352864994316 || Iter Time:0.009676933288574219 || Total time:31.159770965576172 Iteration: 1992 || Clusters count: 9 || Log posterior: -4003.352864994316 || Iter Time:0.01276707649230957 || Total time:31.17253804206848 Loading and distributing data: 0.000181 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 9 || Log posterior: -4035.5695033297743 || Iter Time:0.009425878524780273 || Total time:31.18196392059326 Iteration: 1994 || Clusters count: 9 || Log posterior: -4031.532347421735 || Iter Time:0.012566089630126953 || Total time:31.19453001022339 Loading and distributing data: 0.000194 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 9 || Log posterior: -4042.743110961501 || Iter Time:0.009760856628417969 || Total time:31.204290866851807 Iteration: 1996 || Clusters count: 9 || Log posterior: -4030.2098650877933 || Iter Time:0.012341976165771484 || Total time:31.216632843017578 Loading and distributing data: 0.000189 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 9 || Log posterior: -4068.7476687387243 || Iter Time:0.009379863739013672 || Total time:31.226012706756592 Iteration: 1998 || Clusters count: 9 || Log posterior: -4058.4602470814825 || Iter Time:0.01270914077758789 || Total time:31.23872184753418 Loading and distributing data: 0.000176 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 10 || Log posterior: -4100.489336652464 || Iter Time:0.011281967163085938 || Total time:31.250003814697266 Iteration: 2000 || Clusters count: 9 || Log posterior: -4091.0047358200086 || Iter Time:0.05568885803222656 || Total time:31.305692672729492 Loading and distributing data: 0.000176 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 9 || Log posterior: -4075.979609213879 || Iter Time:0.010005950927734375 || Total time:31.315698623657227 Iteration: 2002 || Clusters count: 9 || Log posterior: -4051.4968337830405 || Iter Time:0.012829065322875977 || Total time:31.328527688980103 Loading and distributing data: 0.000181 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 9 || Log posterior: -4018.9912607477736 || Iter Time:0.009998798370361328 || Total time:31.338526487350464 Iteration: 2004 || Clusters count: 9 || Log posterior: -4014.8460405256897 || Iter Time:0.012562990188598633 || Total time:31.351089477539062 Loading and distributing data: 0.000170 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 9 || Log posterior: -4071.983312452248 || Iter Time:0.009474992752075195 || Total time:31.360564470291138 Iteration: 2006 || Clusters count: 9 || Log posterior: -4058.978626977979 || Iter Time:0.012783050537109375 || Total time:31.373347520828247 Loading and distributing data: 0.000197 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 9 || Log posterior: -4078.323100807181 || Iter Time:0.009932994842529297 || Total time:31.383280515670776 Iteration: 2008 || Clusters count: 9 || Log posterior: -4063.2676533002286 || Iter Time:0.013288021087646484 || Total time:31.396568536758423 Loading and distributing data: 0.000210 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 9 || Log posterior: -4061.8942352362765 || Iter Time:0.011049985885620117 || Total time:31.407618522644043 Iteration: 2010 || Clusters count: 9 || Log posterior: -4048.38279124618 || Iter Time:0.03550601005554199 || Total time:31.443124532699585 Loading and distributing data: 0.000183 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 9 || Log posterior: -4092.003127086795 || Iter Time:0.010564088821411133 || Total time:31.453688621520996 Iteration: 2012 || Clusters count: 9 || Log posterior: -4084.4962546187903 || Iter Time:0.01362299919128418 || Total time:31.46731162071228 Loading and distributing data: 0.000191 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 9 || Log posterior: -4073.0736176347764 || Iter Time:0.010524988174438477 || Total time:31.47783660888672 Iteration: 2014 || Clusters count: 9 || Log posterior: -4056.5485422103425 || Iter Time:0.013815879821777344 || Total time:31.491652488708496 Loading and distributing data: 0.000192 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 9 || Log posterior: -4021.202273080392 || Iter Time:0.010650873184204102 || Total time:31.5023033618927 Iteration: 2016 || Clusters count: 9 || Log posterior: -4018.162931439909 || Iter Time:0.014026165008544922 || Total time:31.516329526901245 Loading and distributing data: 0.000190 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 9 || Log posterior: -4042.78658809772 || Iter Time:0.011462926864624023 || Total time:31.52779245376587 Iteration: 2018 || Clusters count: 9 || Log posterior: -4024.933535092458 || Iter Time:0.013255119323730469 || Total time:31.5410475730896 Loading and distributing data: 0.000163 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 9 || Log posterior: -4007.7233676553847 || Iter Time:0.009924173355102539 || Total time:31.550971746444702 Iteration: 2020 || Clusters count: 9 || Log posterior: -3997.4583194815486 || Iter Time:0.013073921203613281 || Total time:31.564045667648315 Loading and distributing data: 0.000197 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 9 || Log posterior: -4008.7799597839166 || Iter Time:0.010865926742553711 || Total time:31.57491159439087 Iteration: 2022 || Clusters count: 9 || Log posterior: -3996.689081236317 || Iter Time:0.013967037200927734 || Total time:31.588878631591797 Loading and distributing data: 0.000188 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 9 || Log posterior: -4032.7820670266483 || Iter Time:0.010772943496704102 || Total time:31.5996515750885 Iteration: 2024 || Clusters count: 9 || Log posterior: -4023.4037499729284 || Iter Time:0.013569831848144531 || Total time:31.613221406936646 Loading and distributing data: 0.000182 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 9 || Log posterior: -4056.3728716680453 || Iter Time:0.011020898818969727 || Total time:31.624242305755615 Iteration: 2026 || Clusters count: 9 || Log posterior: -4043.138946372432 || Iter Time:0.014342784881591797 || Total time:31.638585090637207 Loading and distributing data: 0.000212 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 9 || Log posterior: -4097.201329870642 || Iter Time:0.011539220809936523 || Total time:31.650124311447144 Iteration: 2028 || Clusters count: 9 || Log posterior: -4085.4638007694925 || Iter Time:0.01450204849243164 || Total time:31.664626359939575 Avg NMI: 0.7095877595275696 Full NMI: 0.7050176690357729 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m33.0s Testing DPMMSubClustersStreaming tests passed Testing completed after 194.3s PkgEval succeeded after 371.53s