Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.1184 (441ebf9584*) started at 2025-09-24T05:57:19.043 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.13s ################################################################################ # 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 v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.0 [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 v1.14.0 [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 v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [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 v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.15 [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 v1.13.0 [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 v1.13.0 [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 v8.16.0+0 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.9.9 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.2+0 [efcefdf7] + PCRE2_jll v10.46.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.67.1+0 [3f19e933] + p7zip_jll v17.6.0+0 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 4.96s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 121.8s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_pSatiC/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 v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_pSatiC/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.0 [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 v1.14.0 [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 v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.0 [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 v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.15 [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 v1.13.0 [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 v1.13.0 [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 v8.16.0+0 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.9.9 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.2+0 [efcefdf7] PCRE2_jll v10.46.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.67.1+0 [3f19e933] p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.391715 seconds (987.15 k allocations: 60.183 MiB, 99.92% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233056.28798629093 || Iter Time:17.211745023727417 || Total time:17.211745023727417 Iteration: 1 || Clusters count: 1 || Log posterior: -233056.28798629093 || Iter Time:0.0055048465728759766 || Total time:17.217249870300293 Iteration: 2 || Clusters count: 1 || Log posterior: -233056.28798629093 || Iter Time:0.005217075347900391 || Total time:17.222466945648193 Iteration: 3 || Clusters count: 1 || Log posterior: -233056.28798629093 || Iter Time:0.0053560733795166016 || Total time:17.22782301902771 Iteration: 4 || Clusters count: 1 || Log posterior: -233056.28798629093 || Iter Time:0.005342006683349609 || Total time:17.23316502571106 Iteration: 5 || Clusters count: 1 || Log posterior: -233056.28798629093 || Iter Time:0.015978097915649414 || Total time:17.24914312362671 Iteration: 6 || Clusters count: 1 || Log posterior: -233056.28798629093 || Iter Time:0.005249977111816406 || Total time:17.254393100738525 Iteration: 7 || Clusters count: 1 || Log posterior: -233056.28798629093 || Iter Time:0.0053479671478271484 || Total time:17.259741067886353 Iteration: 8 || Clusters count: 1 || Log posterior: -233056.28798629093 || Iter Time:0.005408048629760742 || Total time:17.265149116516113 Iteration: 9 || Clusters count: 1 || Log posterior: -233056.28798629093 || Iter Time:0.00522613525390625 || Total time:17.27037525177002 Iteration: 10 || Clusters count: 1 || Log posterior: -233056.28798629093 || Iter Time:0.0052640438079833984 || Total time:17.275639295578003 Iteration: 11 || Clusters count: 1 || Log posterior: -233056.28798629093 || Iter Time:0.005213022232055664 || Total time:17.28085231781006 Iteration: 12 || Clusters count: 1 || Log posterior: -233056.28798629093 || Iter Time:0.005274057388305664 || Total time:17.286126375198364 Iteration: 13 || Clusters count: 2 || Log posterior: -232903.27315891118 || Iter Time:4.008594036102295 || Total time:21.29472041130066 Iteration: 14 || Clusters count: 2 || Log posterior: -232906.43662251148 || Iter Time:0.005588054656982422 || Total time:21.30030846595764 Iteration: 15 || Clusters count: 2 || Log posterior: -232885.8223621241 || Iter Time:0.0055429935455322266 || Total time:21.305851459503174 Iteration: 16 || Clusters count: 2 || Log posterior: -232856.60048800358 || Iter Time:0.005554914474487305 || Total time:21.31140637397766 Iteration: 17 || Clusters count: 2 || Log posterior: -232873.30017814378 || Iter Time:0.00573420524597168 || Total time:21.317140579223633 Iteration: 18 || Clusters count: 2 || Log posterior: -232883.53700989336 || Iter Time:0.005615949630737305 || Total time:21.32275652885437 Iteration: 19 || Clusters count: 2 || Log posterior: -232859.09728791774 || Iter Time:0.0055849552154541016 || Total time:21.328341484069824 Iteration: 20 || Clusters count: 2 || Log posterior: -232755.4467785805 || Iter Time:3.3106679916381836 || Total time:24.639009475708008 Loading and distributing data: 0.000696 seconds (128 allocations: 395.930 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232936.3072243501 || Iter Time:0.03047919273376465 || Total time:24.669488668441772 Iteration: 22 || Clusters count: 2 || Log posterior: -232837.15337662262 || Iter Time:0.005816936492919922 || Total time:24.675305604934692 Iteration: 23 || Clusters count: 2 || Log posterior: -232802.74687165482 || Iter Time:0.005883932113647461 || Total time:24.68118953704834 Iteration: 24 || Clusters count: 2 || Log posterior: -232772.98670661234 || Iter Time:0.00563502311706543 || Total time:24.686824560165405 Iteration: 25 || Clusters count: 2 || Log posterior: -232789.5277784877 || Iter Time:0.005342960357666016 || Total time:24.69216752052307 Iteration: 26 || Clusters count: 2 || Log posterior: -232795.67317698596 || Iter Time:0.005501985549926758 || Total time:24.697669506072998 Iteration: 27 || Clusters count: 2 || Log posterior: -232820.04096273443 || Iter Time:0.005572080612182617 || Total time:24.70324158668518 Iteration: 28 || Clusters count: 3 || Log posterior: -232470.81090123515 || Iter Time:0.007195949554443359 || Total time:24.710437536239624 Iteration: 29 || Clusters count: 3 || Log posterior: -232351.07342650442 || Iter Time:0.005811214447021484 || Total time:24.716248750686646 Iteration: 30 || Clusters count: 4 || Log posterior: -232011.4080484993 || Iter Time:0.007350921630859375 || Total time:24.723599672317505 Iteration: 31 || Clusters count: 4 || Log posterior: -231880.15715118483 || Iter Time:0.0060651302337646484 || Total time:24.72966480255127 Iteration: 32 || Clusters count: 4 || Log posterior: -231874.81042235295 || Iter Time:0.00601506233215332 || Total time:24.735679864883423 Iteration: 33 || Clusters count: 4 || Log posterior: -231883.0153305046 || Iter Time:0.006147861480712891 || Total time:24.741827726364136 Iteration: 34 || Clusters count: 4 || Log posterior: -231853.07549905372 || Iter Time:0.006318092346191406 || Total time:24.748145818710327 Iteration: 35 || Clusters count: 4 || Log posterior: -231870.1751565771 || Iter Time:0.006173849105834961 || Total time:24.754319667816162 Iteration: 36 || Clusters count: 4 || Log posterior: -231840.8157386338 || Iter Time:0.0061838626861572266 || Total time:24.76050353050232 Iteration: 37 || Clusters count: 4 || Log posterior: -231823.27787901237 || Iter Time:0.006015777587890625 || Total time:24.76651930809021 Iteration: 38 || Clusters count: 4 || Log posterior: -231839.04166887846 || Iter Time:0.006114959716796875 || Total time:24.772634267807007 Iteration: 39 || Clusters count: 4 || Log posterior: -231835.93462084432 || Iter Time:0.005959987640380859 || Total time:24.778594255447388 Iteration: 40 || Clusters count: 4 || Log posterior: -231839.82698120468 || Iter Time:0.006250858306884766 || Total time:24.784845113754272 Iteration: 41 || Clusters count: 4 || Log posterior: -231751.30638565688 || Iter Time:0.006021976470947266 || Total time:24.79086709022522 Loading and distributing data: 0.000531 seconds (128 allocations: 395.930 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261874.5192778024 || Iter Time:0.006194114685058594 || Total time:24.79706120491028 Iteration: 43 || Clusters count: 4 || Log posterior: -261818.914327316 || Iter Time:0.006051063537597656 || Total time:24.803112268447876 Iteration: 44 || Clusters count: 4 || Log posterior: -261832.74257585465 || Iter Time:0.0062220096588134766 || Total time:24.80933427810669 Iteration: 45 || Clusters count: 5 || Log posterior: -261483.0604171547 || Iter Time:0.007308006286621094 || Total time:24.81664228439331 Iteration: 46 || Clusters count: 5 || Log posterior: -261435.9674473273 || Iter Time:0.006477832794189453 || Total time:24.8231201171875 Iteration: 47 || Clusters count: 5 || Log posterior: -261416.3735612013 || Iter Time:0.006400108337402344 || Total time:24.829520225524902 Iteration: 48 || Clusters count: 5 || Log posterior: -261402.6446793732 || Iter Time:0.006324052810668945 || Total time:24.83584427833557 Iteration: 49 || Clusters count: 5 || Log posterior: -261403.63087165385 || Iter Time:0.006390094757080078 || Total time:24.84223437309265 Iteration: 50 || Clusters count: 6 || Log posterior: -261205.63884273666 || Iter Time:0.007482051849365234 || Total time:24.849716424942017 Iteration: 51 || Clusters count: 6 || Log posterior: -261099.30234590537 || Iter Time:0.006676912307739258 || Total time:24.856393337249756 Iteration: 52 || Clusters count: 6 || Log posterior: -261037.83949781445 || Iter Time:0.0070760250091552734 || Total time:24.86346936225891 Iteration: 53 || Clusters count: 7 || Log posterior: -260463.80315888408 || Iter Time:0.008124113082885742 || Total time:24.871593475341797 Iteration: 54 || Clusters count: 7 || Log posterior: -260406.86958288777 || Iter Time:0.007130861282348633 || Total time:24.878724336624146 Iteration: 55 || Clusters count: 7 || Log posterior: -260414.95431680317 || Iter Time:0.007223844528198242 || Total time:24.885948181152344 Iteration: 56 || Clusters count: 7 || Log posterior: -260400.824911149 || Iter Time:0.007255077362060547 || Total time:24.893203258514404 Iteration: 57 || Clusters count: 7 || Log posterior: -260400.51909896237 || Iter Time:0.007281064987182617 || Total time:24.900484323501587 Iteration: 58 || Clusters count: 7 || Log posterior: -260402.4146967509 || Iter Time:0.0072209835052490234 || Total time:24.907705307006836 Iteration: 59 || Clusters count: 7 || Log posterior: -260395.28062113517 || Iter Time:0.030484914779663086 || Total time:24.9381902217865 Iteration: 60 || Clusters count: 7 || Log posterior: -260404.87452309512 || Iter Time:0.007796049118041992 || Total time:24.94598627090454 Iteration: 61 || Clusters count: 7 || Log posterior: -260380.9995117755 || Iter Time:0.8276159763336182 || Total time:25.77360224723816 Iteration: 62 || Clusters count: 7 || Log posterior: -260327.65732963046 || Iter Time:0.007826089859008789 || Total time:25.781428337097168 Loading and distributing data: 0.000525 seconds (128 allocations: 395.930 KiB) Iteration: 63 || Clusters count: 9 || Log posterior: -259724.68783913922 || Iter Time:0.008933067321777344 || Total time:25.790361404418945 Iteration: 64 || Clusters count: 9 || Log posterior: -259602.9194439504 || Iter Time:0.008394002914428711 || Total time:25.798755407333374 Iteration: 65 || Clusters count: 11 || Log posterior: -258898.40357102975 || Iter Time:0.01013803482055664 || Total time:25.80889344215393 Iteration: 66 || Clusters count: 11 || Log posterior: -258727.55944777007 || Iter Time:0.02003002166748047 || Total time:25.82892346382141 Iteration: 67 || Clusters count: 11 || Log posterior: -258705.22398651516 || Iter Time:0.008519172668457031 || Total time:25.837442636489868 Iteration: 68 || Clusters count: 12 || Log posterior: -258438.1517716514 || Iter Time:0.009704113006591797 || Total time:25.84714674949646 Iteration: 69 || Clusters count: 12 || Log posterior: -258339.3033382959 || Iter Time:0.008916854858398438 || Total time:25.85606360435486 Iteration: 70 || Clusters count: 12 || Log posterior: -258335.3522059576 || Iter Time:0.008920907974243164 || Total time:25.8649845123291 Iteration: 71 || Clusters count: 12 || Log posterior: -258338.49022371924 || Iter Time:0.026345014572143555 || Total time:25.891329526901245 Iteration: 72 || Clusters count: 12 || Log posterior: -258335.5108404581 || Iter Time:0.009083986282348633 || Total time:25.900413513183594 Iteration: 73 || Clusters count: 12 || Log posterior: -258336.53307070237 || Iter Time:0.009169816970825195 || Total time:25.90958333015442 Iteration: 74 || Clusters count: 12 || Log posterior: -258329.2678377881 || Iter Time:0.009196043014526367 || Total time:25.918779373168945 Iteration: 75 || Clusters count: 12 || Log posterior: -258317.50816872704 || Iter Time:0.00923299789428711 || Total time:25.928012371063232 Iteration: 76 || Clusters count: 12 || Log posterior: -258320.35518046745 || Iter Time:0.009214162826538086 || Total time:25.93722653388977 Iteration: 77 || Clusters count: 12 || Log posterior: -258340.80958462926 || Iter Time:0.009256124496459961 || Total time:25.94648265838623 Iteration: 78 || Clusters count: 13 || Log posterior: -257974.55393085908 || Iter Time:0.01151895523071289 || Total time:25.958001613616943 Iteration: 79 || Clusters count: 13 || Log posterior: -258000.5773781126 || Iter Time:0.010504007339477539 || Total time:25.96850562095642 Iteration: 80 || Clusters count: 13 || Log posterior: -257969.74888408952 || Iter Time:0.012109041213989258 || Total time:25.98061466217041 Iteration: 81 || Clusters count: 13 || Log posterior: -257973.60043954154 || Iter Time:0.025110960006713867 || Total time:26.005725622177124 Iteration: 82 || Clusters count: 13 || Log posterior: -257958.24621258263 || Iter Time:0.0124969482421875 || Total time:26.01822257041931 Iteration: 83 || Clusters count: 13 || Log posterior: -257938.57516098223 || Iter Time:0.012335062026977539 || Total time:26.03055763244629 Loading and distributing data: 0.000496 seconds (128 allocations: 395.930 KiB) Iteration: 84 || Clusters count: 14 || Log posterior: -257349.9338328458 || Iter Time:0.014019012451171875 || Total time:26.04457664489746 Iteration: 85 || Clusters count: 14 || Log posterior: -257262.53230265895 || Iter Time:0.013339042663574219 || Total time:26.057915687561035 Iteration: 86 || Clusters count: 14 || Log posterior: -257270.60654232305 || Iter Time:0.013546943664550781 || Total time:26.071462631225586 Iteration: 87 || Clusters count: 14 || Log posterior: -257267.40634063655 || Iter Time:0.013767004013061523 || Total time:26.085229635238647 Iteration: 88 || Clusters count: 14 || Log posterior: -257243.75704129078 || Iter Time:0.017878055572509766 || Total time:26.103107690811157 Iteration: 89 || Clusters count: 14 || Log posterior: -257271.78755587433 || Iter Time:0.013878107070922852 || Total time:26.11698579788208 Iteration: 90 || Clusters count: 14 || Log posterior: -257271.87822972474 || Iter Time:0.013700008392333984 || Total time:26.130685806274414 Iteration: 91 || Clusters count: 14 || Log posterior: -257259.052360493 || Iter Time:0.014038801193237305 || Total time:26.14472460746765 Iteration: 92 || Clusters count: 14 || Log posterior: -257260.9905801926 || Iter Time:0.013881206512451172 || Total time:26.158605813980103 Iteration: 93 || Clusters count: 16 || Log posterior: -256622.01243797355 || Iter Time:0.01953291893005371 || Total time:26.178138732910156 Iteration: 94 || Clusters count: 16 || Log posterior: -256589.6052160175 || Iter Time:0.014247894287109375 || Total time:26.192386627197266 Iteration: 95 || Clusters count: 16 || Log posterior: -256569.94648019865 || Iter Time:0.014582157135009766 || Total time:26.206968784332275 Iteration: 96 || Clusters count: 16 || Log posterior: -256580.80590082612 || Iter Time:0.014655828475952148 || Total time:26.221624612808228 Iteration: 97 || Clusters count: 16 || Log posterior: -256576.276827927 || Iter Time:0.017765045166015625 || Total time:26.239389657974243 Iteration: 98 || Clusters count: 16 || Log posterior: -256585.34241295012 || Iter Time:0.013959169387817383 || Total time:26.25334882736206 Iteration: 99 || Clusters count: 16 || Log posterior: -256582.1287103243 || Iter Time:0.01641106605529785 || Total time:26.26975989341736 Iteration: 100 || Clusters count: 16 || Log posterior: -256565.12323601448 || Iter Time:0.020167112350463867 || Total time:26.289927005767822 Iteration: 101 || Clusters count: 16 || Log posterior: -256569.4102183207 || Iter Time:0.01697087287902832 || Total time:26.30689787864685 Iteration: 102 || Clusters count: 16 || Log posterior: -256580.45353049756 || Iter Time:0.017107009887695312 || Total time:26.324004888534546 Iteration: 103 || Clusters count: 16 || Log posterior: -256581.67417932066 || Iter Time:0.01648688316345215 || Total time:26.340491771697998 Iteration: 104 || Clusters count: 16 || Log posterior: -256560.82246973686 || Iter Time:0.018939971923828125 || Total time:26.359431743621826 Loading and distributing data: 0.000580 seconds (128 allocations: 395.930 KiB) Iteration: 105 || Clusters count: 16 || Log posterior: -256855.50985318798 || Iter Time:0.015843868255615234 || Total time:26.37527561187744 Iteration: 106 || Clusters count: 16 || Log posterior: -256805.025960455 || Iter Time:0.01660299301147461 || Total time:26.391878604888916 Iteration: 107 || Clusters count: 16 || Log posterior: -256790.48700719493 || Iter Time:0.022879838943481445 || Total time:26.414758443832397 Iteration: 108 || Clusters count: 19 || Log posterior: -255868.50349939073 || Iter Time:0.023476123809814453 || Total time:26.438234567642212 Iteration: 109 || Clusters count: 19 || Log posterior: -255713.64573743258 || Iter Time:0.019021034240722656 || Total time:26.457255601882935 Iteration: 110 || Clusters count: 19 || Log posterior: -255715.92647764186 || Iter Time:0.021706104278564453 || Total time:26.4789617061615 Iteration: 111 || Clusters count: 19 || Log posterior: -255723.6385717126 || Iter Time:0.01798391342163086 || Total time:26.49694561958313 Iteration: 112 || Clusters count: 19 || Log posterior: -255724.8996658351 || Iter Time:0.018439054489135742 || Total time:26.515384674072266 Iteration: 113 || Clusters count: 19 || Log posterior: -255712.20534434728 || Iter Time:0.021829843521118164 || Total time:26.537214517593384 Iteration: 114 || Clusters count: 19 || Log posterior: -255714.59443577073 || Iter Time:0.01861095428466797 || Total time:26.55582547187805 Iteration: 115 || Clusters count: 19 || Log posterior: -255717.46739803973 || Iter Time:0.018754005432128906 || Total time:26.57457947731018 Iteration: 116 || Clusters count: 19 || Log posterior: -255712.42760257903 || Iter Time:0.021548986434936523 || Total time:26.596128463745117 Iteration: 117 || Clusters count: 19 || Log posterior: -255710.65826494046 || Iter Time:0.01830291748046875 || Total time:26.614431381225586 Iteration: 118 || Clusters count: 19 || Log posterior: -255710.94562558245 || Iter Time:0.018585920333862305 || Total time:26.63301730155945 Iteration: 119 || Clusters count: 19 || Log posterior: -255705.69644327572 || Iter Time:0.021333932876586914 || Total time:26.654351234436035 Iteration: 120 || Clusters count: 19 || Log posterior: -255704.33785243897 || Iter Time:0.017802953720092773 || Total time:26.672154188156128 Iteration: 121 || Clusters count: 19 || Log posterior: -255710.4681190501 || Iter Time:0.017978906631469727 || Total time:26.690133094787598 Iteration: 122 || Clusters count: 19 || Log posterior: -255716.87630911308 || Iter Time:0.021660804748535156 || Total time:26.711793899536133 Iteration: 123 || Clusters count: 19 || Log posterior: -255720.37523032632 || Iter Time:0.023279905319213867 || Total time:26.735073804855347 Iteration: 124 || Clusters count: 19 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time:27.267362356185913 Iteration: 145 || Clusters count: 20 || Log posterior: -255398.53006454202 || Iter Time:0.026936054229736328 || Total time:27.29429841041565 Iteration: 146 || Clusters count: 20 || Log posterior: -255398.53006454202 || Iter Time:0.024765968322753906 || Total time:27.319064378738403 Loading and distributing data: 0.000551 seconds (128 allocations: 395.930 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255196.97374701203 || Iter Time:0.030550003051757812 || Total time:27.34961438179016 Iteration: 148 || Clusters count: 20 || Log posterior: -255168.78426466873 || Iter Time:0.026657819747924805 || Total time:27.376272201538086 Iteration: 149 || Clusters count: 20 || Log posterior: -255173.56513058417 || Iter Time:0.03005695343017578 || Total time:27.40632915496826 Iteration: 150 || Clusters count: 20 || Log posterior: -255166.83340923834 || Iter Time:0.02629399299621582 || Total time:27.432623147964478 Iteration: 151 || Clusters count: 20 || Log posterior: -255164.3858139185 || Iter Time:0.029736995697021484 || Total time:27.4623601436615 Iteration: 152 || Clusters count: 20 || Log posterior: -255170.97340324085 || Iter Time:0.02637004852294922 || Total time:27.48873019218445 Iteration: 153 || Clusters count: 20 || Log posterior: -255168.73406553568 || Iter Time:0.029740095138549805 || Total time:27.518470287322998 Iteration: 154 || Clusters count: 20 || Log posterior: -255165.62704791702 || Iter Time:0.02611708641052246 || Total time:27.54458737373352 Iteration: 155 || Clusters count: 20 || Log posterior: -255164.23351516476 || Iter Time:0.02679610252380371 || Total time:27.571383476257324 Iteration: 156 || Clusters count: 20 || Log posterior: -255164.23351516476 || Iter Time:0.0299680233001709 || Total time:27.601351499557495 Iteration: 157 || Clusters count: 20 || Log posterior: -255169.7284071841 || Iter Time:0.026754140853881836 || Total time:27.628105640411377 Iteration: 158 || Clusters count: 20 || Log posterior: 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-255168.37407566374 || Iter Time:0.03010106086730957 || Total time:27.85240387916565 Iteration: 166 || Clusters count: 20 || Log posterior: -255172.41907348734 || Iter Time:0.027125835418701172 || Total time:27.87952971458435 Iteration: 167 || Clusters count: 20 || Log posterior: -255163.95541454217 || Iter Time:0.02736496925354004 || Total time:27.90689468383789 Loading and distributing data: 0.000846 seconds (128 allocations: 395.930 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255385.3329529848 || Iter Time:0.025063037872314453 || Total time:27.931957721710205 Iteration: 169 || Clusters count: 20 || Log posterior: -255364.48982033762 || Iter Time:0.02333807945251465 || Total time:27.95529580116272 Iteration: 170 || Clusters count: 20 || Log posterior: -255364.48982033762 || Iter Time:0.02703404426574707 || Total time:27.982329845428467 Iteration: 171 || Clusters count: 20 || Log posterior: -255364.48982033762 || Iter Time:0.023350000381469727 || Total 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time:28.363889694213867 Iteration: 186 || Clusters count: 20 || Log posterior: -255368.243937854 || Iter Time:0.028374910354614258 || Total time:28.39226460456848 Iteration: 187 || Clusters count: 20 || Log posterior: -255368.41625675996 || Iter Time:0.025580883026123047 || Total time:28.417845487594604 Iteration: 188 || Clusters count: 20 || Log posterior: -255368.41625675996 || Iter Time:0.024244070053100586 || Total time:28.442089557647705 Loading and distributing data: 0.000962 seconds (128 allocations: 395.930 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255267.776523681 || Iter Time:0.027645111083984375 || Total time:28.46973466873169 Iteration: 190 || Clusters count: 20 || Log posterior: -255225.47941664362 || Iter Time:0.022284984588623047 || Total time:28.492019653320312 Iteration: 191 || Clusters count: 20 || Log posterior: -255215.77283271734 || Iter Time:0.02585601806640625 || Total time:28.51787567138672 Iteration: 192 || Clusters count: 20 || Log posterior: -255216.23757083758 || Iter Time:0.022841930389404297 || Total time:28.540717601776123 Iteration: 193 || Clusters count: 20 || Log posterior: -255216.75847682994 || Iter Time:0.022489070892333984 || Total time:28.563206672668457 Iteration: 194 || Clusters count: 20 || Log posterior: -255224.19168322327 || Iter Time:0.025751113891601562 || Total time:28.58895778656006 Iteration: 195 || Clusters count: 20 || Log posterior: -255217.59249514167 || Iter Time:0.02226996421813965 || Total time:28.6112277507782 Iteration: 196 || Clusters count: 20 || Log posterior: -255221.5632712738 || Iter Time:0.025053024291992188 || Total time:28.63628077507019 Iteration: 197 || Clusters count: 20 || Log posterior: -255217.61467696735 || Iter Time:0.021728992462158203 || Total time:28.65800976753235 Iteration: 198 || Clusters count: 20 || Log posterior: -255214.59824791472 || Iter Time:0.02133798599243164 || Total time:28.67934775352478 Iteration: 199 || Clusters count: 20 || Log posterior: -255215.10769250244 || Iter Time:0.025319814682006836 || Total time:28.704667568206787 Iteration: 200 || Clusters count: 20 || Log posterior: -255216.47724753848 || Iter Time:0.02144312858581543 || Total time:28.726110696792603 Iteration: 201 || Clusters count: 20 || Log posterior: -255215.75390714445 || Iter Time:0.024637937545776367 || Total time:28.75074863433838 Iteration: 202 || Clusters count: 20 || Log posterior: -255235.08351447777 || Iter Time:0.022019147872924805 || Total time:28.772767782211304 Iteration: 203 || Clusters count: 20 || Log posterior: -255218.2686979723 || Iter Time:0.021514892578125 || Total time:28.79428267478943 Iteration: 204 || Clusters count: 20 || Log posterior: -255220.03250339683 || Iter Time:0.027311086654663086 || Total time:28.821593761444092 Iteration: 205 || Clusters count: 20 || Log posterior: -255221.1094305711 || Iter Time:0.023849010467529297 || Total time:28.84544277191162 Iteration: 206 || Clusters count: 20 || Log posterior: -255218.6246284847 || Iter Time:0.026983976364135742 || Total time:28.872426748275757 Iteration: 207 || Clusters count: 20 || Log posterior: -255216.22192122592 || Iter Time:0.02394413948059082 || Total time:28.896370887756348 Iteration: 208 || Clusters count: 20 || Log posterior: -255222.63441931436 || Iter Time:0.025238990783691406 || Total time:28.92160987854004 Iteration: 209 || Clusters count: 20 || Log posterior: -255215.39841875606 || Iter Time:0.027026891708374023 || Total time:28.948636770248413 NMI: 0.8005552522575264 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m27.4s [64105, 32388, 83665, 14153, 35260, 111832, 48602, 29681, 19097, 33298, 32431, 16781, 75040, 207395, 99571, 4593, 73715, 979, 12393, 5021] Loading and distributing data: 0.000192 seconds (128 allocations: 13.117 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6488.390837738798 || Iter Time:5.334731101989746 || Total time:5.334731101989746 Iteration: 1 || Clusters count: 1 || Log posterior: -6488.390837738798 || Iter Time:0.002215862274169922 || Total time:5.336946964263916 Iteration: 2 || Clusters count: 1 || Log posterior: -6488.390837738798 || Iter Time:0.0016980171203613281 || Total time:5.338644981384277 Iteration: 3 || Clusters count: 1 || Log posterior: -6488.390837738798 || Iter Time:0.0016222000122070312 || Total time:5.340267181396484 Iteration: 4 || Clusters count: 1 || Log posterior: -6488.390837738798 || Iter Time:0.0015320777893066406 || Total time:5.341799259185791 Iteration: 5 || Clusters count: 1 || Log posterior: -6488.390837738798 || Iter Time:0.0016019344329833984 || Total time:5.343401193618774 Iteration: 6 || Clusters count: 1 || Log posterior: -6488.390837738798 || Iter Time:0.0016179084777832031 || Total time:5.345019102096558 Iteration: 7 || Clusters count: 1 || Log posterior: -6488.390837738798 || Iter Time:0.0015490055084228516 || Total time:5.3465681076049805 Iteration: 8 || Clusters count: 2 || Log posterior: -6226.802588513472 || Iter Time:0.15190482139587402 || Total time:5.4984729290008545 Iteration: 9 || Clusters count: 2 || Log posterior: -6177.193685327629 || Iter Time:0.002026081085205078 || Total time:5.50049901008606 Iteration: 10 || Clusters count: 2 || Log posterior: -6174.353735045951 || Iter Time:0.001889944076538086 || Total time:5.502388954162598 Iteration: 11 || Clusters count: 2 || Log posterior: -6178.5938266661415 || Iter Time:0.0018739700317382812 || Total time:5.504262924194336 Iteration: 12 || Clusters count: 2 || Log posterior: -6191.823811206312 || Iter Time:0.0018360614776611328 || Total time:5.506098985671997 Iteration: 13 || Clusters count: 2 || Log posterior: -6180.000517548422 || Iter Time:0.0019609928131103516 || Total time:5.508059978485107 Iteration: 14 || Clusters count: 2 || Log posterior: -6175.208706231756 || Iter Time:0.0018010139465332031 || Total time:5.509860992431641 Iteration: 15 || Clusters count: 2 || Log 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Time:0.0026330947875976562 || Total time:5.588212490081787 Iteration: 30 || Clusters count: 4 || Log posterior: -5751.500476002144 || Iter Time:1.1700880527496338 || Total time:6.758300542831421 false [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 2] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 2] Loading and distributing data: 0.000220 seconds (128 allocations: 13.117 KiB) Iteration: 31 || Clusters count: 5 || Log posterior: -5476.214133155576 || Iter Time:0.029069900512695312 || Total 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|| Clusters count: 8 || Log posterior: -3464.7502095649775 || Iter Time:0.0070040225982666016 || Total time:7.890907049179077 Iteration: 156 || Clusters count: 8 || Log posterior: -3406.5939801533395 || Iter Time:0.010006904602050781 || Total time:7.900913953781128 Loading and distributing data: 0.000128 seconds (128 allocations: 13.117 KiB) Iteration: 157 || Clusters count: 8 || Log posterior: -3410.415626523207 || Iter Time:0.0071010589599609375 || Total time:7.908015012741089 Iteration: 158 || Clusters count: 8 || Log posterior: -3370.0223390806436 || Iter Time:0.00933384895324707 || Total time:7.917348861694336 Loading and distributing data: 0.000115 seconds (128 allocations: 13.117 KiB) Iteration: 159 || Clusters count: 8 || Log posterior: -3431.473110380417 || Iter Time:0.0076618194580078125 || Total time:7.925010681152344 Iteration: 160 || Clusters count: 8 || Log posterior: -3382.3177623928455 || Iter Time:0.009835958480834961 || Total time:7.934846639633179 Loading and 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Iteration: 767 || Clusters count: 8 || Log posterior: -3481.1238681430013 || Iter Time:0.007202863693237305 || Total time:13.261541604995728 Iteration: 768 || Clusters count: 8 || Log posterior: -3435.60997850632 || Iter Time:0.009611129760742188 || Total time:13.27115273475647 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 769 || Clusters count: 8 || Log posterior: -3468.2234729581787 || Iter Time:0.006785869598388672 || Total time:13.277938604354858 Iteration: 770 || Clusters count: 8 || Log posterior: -3407.0255477346013 || Iter Time:0.00966787338256836 || Total time:13.287606477737427 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 771 || Clusters count: 8 || Log posterior: -3459.150484044346 || Iter Time:0.007566928863525391 || Total time:13.295173406600952 Iteration: 772 || Clusters count: 8 || Log posterior: -3413.3712056307863 || Iter Time:0.009972095489501953 || Total time:13.305145502090454 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Iteration: 917 || Clusters count: 8 || Log posterior: -3512.227832271857 || Iter Time:0.0074961185455322266 || Total time:14.611700296401978 Iteration: 918 || Clusters count: 8 || Log posterior: -3468.482532074482 || Iter Time:0.009942054748535156 || Total time:14.621642351150513 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 919 || Clusters count: 8 || Log posterior: -3518.3931161232617 || Iter Time:0.0072710514068603516 || Total time:14.628913402557373 Iteration: 920 || Clusters count: 8 || Log posterior: -3466.0232687957796 || Iter Time:0.009791851043701172 || Total time:14.638705253601074 Loading and distributing data: 0.000143 seconds (129 allocations: 13.133 KiB) Iteration: 921 || Clusters count: 8 || Log posterior: -3473.2337280244224 || Iter Time:0.008079051971435547 || Total time:14.64678430557251 Iteration: 922 || Clusters count: 8 || Log posterior: -3428.2143650084067 || Iter Time:0.0292510986328125 || Total time:14.676035404205322 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Iteration: 1083 || Clusters count: 8 || Log posterior: -3510.4798242067727 || Iter Time:0.007527828216552734 || Total time:16.092407703399658 Iteration: 1084 || Clusters count: 8 || Log posterior: -3467.5043763233516 || Iter Time:0.009926795959472656 || Total time:16.10233449935913 Loading and distributing data: 0.000135 seconds (129 allocations: 13.133 KiB) Iteration: 1085 || Clusters count: 8 || Log posterior: -3454.1669942147596 || Iter Time:0.007255077362060547 || Total time:16.10958957672119 Iteration: 1086 || Clusters count: 8 || Log posterior: -3422.179897679746 || Iter Time:0.009962081909179688 || Total time:16.11955165863037 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1087 || Clusters count: 8 || Log posterior: -3476.42833402752 || Iter Time:0.00744318962097168 || Total time:16.126994848251343 Iteration: 1088 || Clusters count: 8 || Log posterior: -3430.8238903595675 || Iter Time:0.009366989135742188 || Total time:16.136361837387085 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Iteration: 1155 || Clusters count: 8 || Log posterior: -3498.0434390768837 || Iter Time:0.0069468021392822266 || Total time:16.74241018295288 Iteration: 1156 || Clusters count: 8 || Log posterior: -3450.5790279957623 || Iter Time:0.009310007095336914 || Total time:16.751720190048218 Loading and distributing data: 0.000112 seconds (129 allocations: 13.133 KiB) Iteration: 1157 || Clusters count: 8 || Log posterior: -3502.3864706118025 || Iter Time:0.006764888763427734 || Total time:16.758485078811646 Iteration: 1158 || Clusters count: 8 || Log posterior: -3470.547991770714 || Iter Time:0.009428977966308594 || Total time:16.767914056777954 Loading and distributing data: 0.000116 seconds (129 allocations: 13.133 KiB) Iteration: 1159 || Clusters count: 8 || Log posterior: -3498.5122057083136 || Iter Time:0.007212162017822266 || Total time:16.775126218795776 Iteration: 1160 || Clusters count: 8 || Log posterior: -3439.669811801223 || Iter Time:0.009831905364990234 || Total 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Iteration: 1271 || Clusters count: 8 || Log posterior: -3522.383405269925 || Iter Time:0.006991863250732422 || Total time:17.771656036376953 Iteration: 1272 || Clusters count: 8 || Log posterior: -3483.9074034767063 || Iter Time:0.010043144226074219 || Total time:17.781699180603027 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1273 || Clusters count: 8 || Log posterior: -3493.561241081422 || Iter Time:0.007308006286621094 || Total time:17.78900718688965 Iteration: 1274 || Clusters count: 8 || Log posterior: -3452.783426831987 || Iter Time:0.009347915649414062 || Total time:17.798355102539062 Loading and distributing data: 0.000111 seconds (129 allocations: 13.133 KiB) Iteration: 1275 || Clusters count: 8 || Log posterior: -3524.71430074159 || Iter Time:0.006889820098876953 || Total time:17.80524492263794 Iteration: 1276 || Clusters count: 8 || Log posterior: -3457.496798926172 || Iter Time:0.009495973587036133 || Total time:17.814740896224976 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-3494.433277070513 || Iter Time:0.00733494758605957 || Total time:18.158201217651367 Iteration: 1316 || Clusters count: 8 || Log posterior: -3449.434668612557 || Iter Time:0.010406017303466797 || Total time:18.168607234954834 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 1317 || Clusters count: 8 || Log posterior: -3519.1054059785774 || Iter Time:0.0068891048431396484 || Total time:18.175496339797974 Iteration: 1318 || Clusters count: 8 || Log posterior: -3467.3348730845637 || Iter Time:0.009837150573730469 || Total time:18.185333490371704 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1319 || Clusters count: 8 || Log posterior: -3519.0220281469196 || Iter Time:0.007460832595825195 || Total time:18.19279432296753 Iteration: 1320 || Clusters count: 8 || Log posterior: -3456.0259954971157 || Iter Time:0.009650945663452148 || Total time:18.20244526863098 Loading and distributing data: 0.000117 seconds (129 allocations: 13.133 KiB) Iteration: 1321 || Clusters count: 8 || Log posterior: -3482.5313436882107 || Iter Time:0.006985902786254883 || Total time:18.209431171417236 Iteration: 1322 || Clusters count: 8 || Log posterior: -3438.396510584215 || Iter Time:0.009541988372802734 || Total time:18.21897315979004 Loading and distributing data: 0.000119 seconds (129 allocations: 13.133 KiB) Iteration: 1323 || Clusters count: 8 || Log posterior: -3479.185396798707 || Iter Time:0.007087230682373047 || Total time:18.226060390472412 Iteration: 1324 || Clusters count: 8 || Log posterior: -3437.562549804132 || Iter Time:0.00937509536743164 || Total time:18.235435485839844 Loading and distributing data: 0.000116 seconds (129 allocations: 13.133 KiB) Iteration: 1325 || Clusters count: 8 || Log posterior: -3476.5869556809043 || Iter Time:0.006567955017089844 || Total time:18.242003440856934 Iteration: 1326 || Clusters count: 8 || Log posterior: -3446.928249027428 || Iter Time:0.009486913681030273 || Total time:18.251490354537964 Loading and distributing data: 0.000114 seconds (129 allocations: 13.133 KiB) Iteration: 1327 || Clusters count: 8 || Log posterior: -3462.030234608458 || Iter Time:0.006861209869384766 || Total time:18.25835156440735 Iteration: 1328 || Clusters count: 8 || Log posterior: -3426.7492282279964 || Iter Time:0.009226083755493164 || Total time:18.267577648162842 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1329 || Clusters count: 8 || Log posterior: -3552.1120329108135 || Iter Time:0.006668806076049805 || Total time:18.27424645423889 Iteration: 1330 || Clusters count: 8 || Log posterior: -3476.64188360669 || Iter Time:0.009295940399169922 || Total time:18.28354239463806 Loading and distributing data: 0.000113 seconds (129 allocations: 13.133 KiB) Iteration: 1331 || Clusters count: 8 || Log posterior: -3506.1632749448477 || Iter Time:0.006712913513183594 || Total time:18.290255308151245 Iteration: 1332 || Clusters 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Iteration: 1343 || Clusters count: 8 || Log posterior: -3504.3919426115303 || Iter Time:0.006601095199584961 || Total time:18.38914442062378 Iteration: 1344 || Clusters count: 8 || Log posterior: -3451.5904966633493 || Iter Time:0.009615898132324219 || Total time:18.398760318756104 Loading and distributing data: 0.000119 seconds (129 allocations: 13.133 KiB) Iteration: 1345 || Clusters count: 8 || Log posterior: -3523.4713189880927 || Iter Time:0.007249116897583008 || Total time:18.406009435653687 Iteration: 1346 || Clusters count: 8 || Log posterior: -3466.739218158474 || Iter Time:0.00949406623840332 || Total time:18.41550350189209 Loading and distributing data: 0.000119 seconds (129 allocations: 13.133 KiB) Iteration: 1347 || Clusters count: 8 || Log posterior: -3488.7408574527485 || Iter Time:0.006994962692260742 || Total time:18.42249846458435 Iteration: 1348 || Clusters count: 8 || Log posterior: -3445.2608067940564 || Iter Time:0.009887933731079102 || Total 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Iteration: 1459 || Clusters count: 8 || Log posterior: -3510.459661565905 || Iter Time:0.006951093673706055 || Total time:19.41477394104004 Iteration: 1460 || Clusters count: 8 || Log posterior: -3468.8661059444325 || Iter Time:0.028202056884765625 || Total time:19.442975997924805 Loading and distributing data: 0.000105 seconds (129 allocations: 13.164 KiB) Iteration: 1461 || Clusters count: 8 || Log posterior: -3541.8033581909253 || Iter Time:0.006413936614990234 || Total time:19.449389934539795 Iteration: 1462 || Clusters count: 8 || Log posterior: -3484.056128800549 || Iter Time:0.009083986282348633 || Total time:19.458473920822144 Loading and distributing data: 0.000116 seconds (129 allocations: 13.133 KiB) Iteration: 1463 || Clusters count: 8 || Log posterior: -3523.54896425768 || Iter Time:0.0067288875579833984 || Total time:19.465202808380127 Iteration: 1464 || Clusters count: 8 || Log posterior: -3468.0710911066826 || Iter Time:0.009031057357788086 || Total 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Iteration: 1835 || Clusters count: 8 || Log posterior: -3422.448504873675 || Iter Time:0.006268024444580078 || Total time:22.606886863708496 Iteration: 1836 || Clusters count: 8 || Log posterior: -3382.698092511619 || Iter Time:0.009010791778564453 || Total time:22.61589765548706 Loading and distributing data: 0.000099 seconds (129 allocations: 13.133 KiB) Iteration: 1837 || Clusters count: 8 || Log posterior: -3447.8375417746147 || Iter Time:0.005846977233886719 || Total time:22.621744632720947 Iteration: 1838 || Clusters count: 8 || Log posterior: -3409.823016600309 || Iter Time:0.008526086807250977 || Total time:22.6302707195282 Loading and distributing data: 0.000098 seconds (129 allocations: 13.133 KiB) Iteration: 1839 || Clusters count: 8 || Log posterior: -3442.3769324435257 || Iter Time:0.006186962127685547 || Total time:22.636457681655884 Iteration: 1840 || Clusters count: 8 || Log posterior: -3403.61971393754 || Iter Time:0.008695840835571289 || Total time:22.645153522491455 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-3446.7218921246053 || Iter Time:0.009421110153198242 || Total time:22.69196128845215 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1847 || Clusters count: 8 || Log posterior: -3483.509614944298 || Iter Time:0.006240129470825195 || Total time:22.698201417922974 Iteration: 1848 || Clusters count: 8 || Log posterior: -3437.488688432958 || Iter Time:0.008514165878295898 || Total time:22.70671558380127 Loading and distributing data: 0.000103 seconds (129 allocations: 13.133 KiB) Iteration: 1849 || Clusters count: 8 || Log posterior: -3438.35452106526 || Iter Time:0.006394863128662109 || Total time:22.71311044692993 Iteration: 1850 || Clusters count: 8 || Log posterior: -3399.9994368910143 || Iter Time:0.00904703140258789 || Total time:22.72215747833252 Loading and distributing data: 0.000105 seconds (129 allocations: 13.133 KiB) Iteration: 1851 || Clusters count: 8 || Log posterior: -3477.07295000006 || Iter Time:0.006318092346191406 || Total 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8 || Log posterior: -3463.750376205468 || Iter Time:0.006693840026855469 || Total time:22.77504563331604 Iteration: 1858 || Clusters count: 8 || Log posterior: -3431.706594433931 || Iter Time:0.009268045425415039 || Total time:22.784313678741455 Loading and distributing data: 0.000112 seconds (129 allocations: 13.133 KiB) Iteration: 1859 || Clusters count: 8 || Log posterior: -3447.547109632176 || Iter Time:0.006568193435668945 || Total time:22.790881872177124 Iteration: 1860 || Clusters count: 8 || Log posterior: -3410.4048868538134 || Iter Time:0.009200096130371094 || Total time:22.800081968307495 Loading and distributing data: 0.000111 seconds (129 allocations: 13.133 KiB) Iteration: 1861 || Clusters count: 8 || Log posterior: -3476.8484168340738 || Iter Time:0.00635218620300293 || Total time:22.806434154510498 Iteration: 1862 || Clusters count: 8 || Log posterior: -3426.970665402357 || Iter Time:0.00916600227355957 || Total time:22.815600156784058 Loading and distributing data: 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Iteration: 1874 || Clusters count: 8 || Log posterior: -3450.253414576558 || Iter Time:0.009032011032104492 || Total time:22.9098801612854 Loading and distributing data: 0.000132 seconds (129 allocations: 13.133 KiB) Iteration: 1875 || Clusters count: 8 || Log posterior: -3435.2378468887823 || Iter Time:0.006389141082763672 || Total time:22.916269302368164 Iteration: 1876 || Clusters count: 8 || Log posterior: -3413.2798284342894 || Iter Time:0.00904083251953125 || Total time:22.925310134887695 Loading and distributing data: 0.000114 seconds (129 allocations: 13.133 KiB) Iteration: 1877 || Clusters count: 8 || Log posterior: -3469.531941032669 || Iter Time:0.0066220760345458984 || Total time:22.93193221092224 Iteration: 1878 || Clusters count: 8 || Log posterior: -3426.0296219318266 || Iter Time:0.009348154067993164 || Total time:22.941280364990234 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1879 || Clusters count: 8 || Log posterior: -3469.0965232053222 || Iter Time:0.006433963775634766 || Total time:22.94771432876587 Iteration: 1880 || Clusters count: 8 || Log posterior: -3426.3395641885777 || Iter Time:0.009762048721313477 || Total time:22.957476377487183 Loading and distributing data: 0.000137 seconds (129 allocations: 13.133 KiB) Iteration: 1881 || Clusters count: 8 || Log posterior: -3453.1845455139046 || Iter Time:0.029098033905029297 || Total time:22.986574411392212 Iteration: 1882 || Clusters count: 8 || Log posterior: -3425.0083856410347 || Iter Time:0.01023411750793457 || Total time:22.996808528900146 Loading and distributing data: 0.000115 seconds (129 allocations: 13.133 KiB) Iteration: 1883 || Clusters count: 8 || Log posterior: -3464.565081784086 || Iter Time:0.007645130157470703 || Total time:23.004453659057617 Iteration: 1884 || Clusters count: 8 || Log posterior: -3415.9360446890464 || Iter Time:0.009357929229736328 || Total time:23.013811588287354 Loading and distributing data: 0.000112 seconds (129 allocations: 13.133 KiB) Iteration: 1885 || Clusters count: 8 || Log posterior: -3441.8431415027544 || Iter Time:0.0067670345306396484 || Total time:23.020578622817993 Iteration: 1886 || Clusters count: 8 || Log posterior: -3417.1399995325473 || Iter Time:0.009041070938110352 || Total time:23.029619693756104 Loading and distributing data: 0.000115 seconds (129 allocations: 13.133 KiB) Iteration: 1887 || Clusters count: 8 || Log posterior: -3466.0076925803837 || Iter Time:0.0069658756256103516 || Total time:23.036585569381714 Iteration: 1888 || Clusters count: 8 || Log posterior: -3413.105267872441 || Iter Time:0.009248018264770508 || Total time:23.045833587646484 Loading and distributing data: 0.000109 seconds (129 allocations: 13.133 KiB) Iteration: 1889 || Clusters count: 8 || Log posterior: -3427.7589701048873 || Iter Time:0.006574153900146484 || Total time:23.05240774154663 Iteration: 1890 || Clusters count: 8 || Log posterior: -3386.8841318548334 || Iter Time:0.009209156036376953 || Total time:23.061616897583008 Loading and distributing data: 0.000116 seconds (129 allocations: 13.133 KiB) Iteration: 1891 || Clusters count: 8 || Log posterior: -3450.66482005133 || Iter Time:0.006510019302368164 || Total time:23.068126916885376 Iteration: 1892 || Clusters count: 8 || Log posterior: -3410.9133313078655 || Iter Time:0.00952291488647461 || Total time:23.07764983177185 Loading and distributing data: 0.000117 seconds (129 allocations: 13.133 KiB) Iteration: 1893 || Clusters count: 8 || Log posterior: -3445.9616347224123 || Iter Time:0.006811857223510742 || Total time:23.08446168899536 Iteration: 1894 || Clusters count: 8 || Log posterior: -3411.0256942965602 || Iter Time:0.009093046188354492 || Total time:23.093554735183716 Loading and distributing data: 0.000111 seconds (129 allocations: 13.133 KiB) Iteration: 1895 || Clusters count: 8 || Log posterior: -3465.4196068090528 || Iter Time:0.006729841232299805 || Total time:23.100284576416016 Iteration: 1896 || Clusters count: 8 || Log posterior: -3423.549327837717 || Iter Time:0.009389162063598633 || Total time:23.109673738479614 Loading and distributing data: 0.000113 seconds (129 allocations: 13.133 KiB) Iteration: 1897 || Clusters count: 8 || Log posterior: -3498.36632986425 || Iter Time:0.007322072982788086 || Total time:23.116995811462402 Iteration: 1898 || Clusters count: 8 || Log posterior: -3461.985662186724 || Iter Time:0.009824991226196289 || Total time:23.1268208026886 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1899 || Clusters count: 8 || Log posterior: -3468.351124995912 || Iter Time:0.007295131683349609 || Total time:23.13411593437195 Iteration: 1900 || Clusters count: 8 || Log posterior: -3410.402693724842 || Iter Time:0.009768009185791016 || Total time:23.14388394355774 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1901 || Clusters count: 8 || Log posterior: -3488.7051981756904 || Iter Time:0.007644176483154297 || Total time:23.151528120040894 Iteration: 1902 || Clusters count: 8 || Log posterior: -3437.080790814739 || Iter Time:0.010463953018188477 || Total time:23.161992073059082 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 1903 || Clusters count: 8 || Log posterior: -3466.1096171944782 || Iter Time:0.008515119552612305 || Total time:23.170507192611694 Iteration: 1904 || Clusters count: 8 || Log posterior: -3436.0558985781713 || Iter Time:0.010464191436767578 || Total time:23.180971384048462 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1905 || Clusters count: 8 || Log posterior: -3439.7892386592916 || Iter Time:0.007412910461425781 || Total time:23.188384294509888 Iteration: 1906 || Clusters count: 8 || Log posterior: -3393.3787052991674 || Iter Time:0.01074981689453125 || Total time:23.19913411140442 Loading and distributing data: 0.000133 seconds (129 allocations: 13.133 KiB) Iteration: 1907 || Clusters count: 8 || Log posterior: -3453.9682482188914 || Iter Time:0.008004188537597656 || Total time:23.207138299942017 Iteration: 1908 || Clusters count: 8 || Log posterior: -3411.2844451325655 || Iter Time:0.010964155197143555 || Total time:23.21810245513916 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 1909 || Clusters count: 8 || Log posterior: -3464.580043371899 || Iter Time:0.00701904296875 || Total time:23.22512149810791 Iteration: 1910 || Clusters count: 8 || Log posterior: -3431.3392526386147 || Iter Time:0.010444879531860352 || Total time:23.23556637763977 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 1911 || Clusters count: 8 || Log posterior: -3472.924284831341 || Iter Time:0.0073931217193603516 || Total time:23.24295949935913 Iteration: 1912 || Clusters count: 8 || Log posterior: -3423.8630645219964 || Iter Time:0.009857892990112305 || Total time:23.252817392349243 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 1913 || Clusters count: 8 || Log posterior: -3480.82667283057 || Iter Time:0.007643938064575195 || Total time:23.26046133041382 Iteration: 1914 || Clusters count: 8 || Log posterior: -3439.9877666268217 || Iter Time:0.010395050048828125 || Total time:23.270856380462646 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1915 || Clusters count: 8 || Log posterior: -3542.3617346519613 || Iter Time:0.007647991180419922 || Total time:23.278504371643066 Iteration: 1916 || Clusters count: 8 || Log posterior: -3490.663186778614 || Iter Time:0.00985407829284668 || Total time:23.288358449935913 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1917 || Clusters count: 8 || Log posterior: -3528.4624821281714 || Iter Time:0.007756948471069336 || Total time:23.296115398406982 Iteration: 1918 || Clusters count: 8 || Log posterior: -3491.7504709119703 || Iter Time:0.010147809982299805 || Total time:23.306263208389282 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1919 || Clusters count: 8 || Log posterior: -3527.116180965223 || Iter Time:0.013003826141357422 || Total time:23.31926703453064 Iteration: 1920 || Clusters count: 8 || Log posterior: -3464.8607978302966 || Iter Time:0.01906585693359375 || Total time:23.338332891464233 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1921 || Clusters count: 8 || Log posterior: -3519.5623118604763 || Iter Time:0.011062145233154297 || Total time:23.349395036697388 Iteration: 1922 || Clusters count: 8 || Log posterior: -3467.00485375026 || Iter Time:0.012640953063964844 || Total time:23.362035989761353 Loading and distributing data: 0.000140 seconds (129 allocations: 13.133 KiB) Iteration: 1923 || Clusters count: 8 || Log posterior: -3424.898348160805 || Iter Time:0.008481025695800781 || Total time:23.370517015457153 Iteration: 1924 || Clusters count: 8 || Log posterior: -3382.4635644024743 || Iter Time:0.010149002075195312 || Total time:23.38066601753235 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1925 || Clusters count: 8 || Log posterior: -3450.7344105542147 || Iter Time:0.007210969924926758 || Total time:23.387876987457275 Iteration: 1926 || Clusters count: 8 || Log posterior: -3418.354828401919 || Iter Time:0.009944915771484375 || Total time:23.39782190322876 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 1927 || Clusters count: 8 || Log posterior: -3451.0155970085048 || Iter Time:0.007068157196044922 || Total time:23.404890060424805 Iteration: 1928 || Clusters count: 8 || Log posterior: -3420.0338245958637 || Iter Time:0.009458065032958984 || Total time:23.414348125457764 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 1929 || Clusters count: 8 || Log posterior: -3460.995642077206 || Iter Time:0.007203102111816406 || Total time:23.42155122756958 Iteration: 1930 || Clusters count: 8 || Log posterior: -3419.162805842747 || Iter Time:0.010071992874145508 || Total time:23.431623220443726 Loading and distributing data: 0.000159 seconds (129 allocations: 13.133 KiB) Iteration: 1931 || Clusters count: 8 || Log posterior: -3456.2871414022884 || Iter Time:0.007895946502685547 || Total time:23.43951916694641 Iteration: 1932 || Clusters count: 8 || Log posterior: -3405.123501135759 || Iter Time:0.009856939315795898 || Total time:23.449376106262207 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 1933 || Clusters count: 8 || Log posterior: -3434.8611509142975 || Iter Time:0.007173061370849609 || Total time:23.456549167633057 Iteration: 1934 || Clusters count: 8 || Log posterior: -3386.9592219684005 || Iter Time:0.009511947631835938 || Total time:23.466061115264893 Loading and distributing data: 0.000135 seconds (129 allocations: 13.133 KiB) Iteration: 1935 || Clusters count: 8 || Log posterior: -3444.388527844864 || Iter Time:0.007380962371826172 || Total time:23.47344207763672 Iteration: 1936 || Clusters count: 8 || Log posterior: -3405.0580884436827 || Iter Time:0.010603904724121094 || Total time:23.48404598236084 Loading and distributing data: 0.000132 seconds (129 allocations: 13.133 KiB) Iteration: 1937 || Clusters count: 8 || Log posterior: -3505.1068368566844 || Iter Time:0.007856130599975586 || Total time:23.491902112960815 Iteration: 1938 || Clusters count: 8 || Log posterior: -3452.2679136361176 || Iter Time:0.009839057922363281 || Total time:23.50174117088318 Loading and distributing data: 0.000112 seconds (129 allocations: 13.133 KiB) Iteration: 1939 || Clusters count: 8 || Log posterior: -3505.605898833371 || Iter Time:0.0069620609283447266 || Total time:23.508703231811523 Iteration: 1940 || Clusters count: 8 || Log posterior: -3438.285197464157 || Iter Time:0.009730100631713867 || Total time:23.518433332443237 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1941 || Clusters count: 8 || Log posterior: -3511.8434815082123 || Iter Time:0.007650852203369141 || Total time:23.526084184646606 Iteration: 1942 || Clusters count: 8 || Log posterior: -3452.2175534480475 || Iter Time:0.010226011276245117 || Total time:23.53631019592285 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 1943 || Clusters count: 8 || Log posterior: -3438.265299249302 || Iter Time:0.007384061813354492 || Total time:23.543694257736206 Iteration: 1944 || Clusters count: 8 || Log posterior: -3403.147716881351 || Iter Time:0.010404109954833984 || Total time:23.55409836769104 Loading and distributing data: 0.000135 seconds (129 allocations: 13.133 KiB) Iteration: 1945 || Clusters count: 8 || Log posterior: -3459.317947793846 || Iter Time:0.00765681266784668 || Total time:23.561755180358887 Iteration: 1946 || Clusters count: 8 || Log posterior: -3400.1660319003745 || Iter Time:0.010071039199829102 || Total time:23.571826219558716 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 1947 || Clusters count: 8 || Log posterior: -3470.830578444121 || Iter Time:0.0067059993743896484 || Total time:23.578532218933105 Iteration: 1948 || Clusters count: 8 || Log posterior: -3423.7117033390186 || Iter Time:0.009474992752075195 || Total time:23.58800721168518 Loading and distributing data: 0.000115 seconds (129 allocations: 13.133 KiB) Iteration: 1949 || Clusters count: 8 || Log posterior: -3455.4012061992726 || Iter Time:0.007272958755493164 || Total time:23.595280170440674 Iteration: 1950 || Clusters count: 8 || Log posterior: -3409.349774488151 || Iter Time:0.010153055191040039 || Total time:23.605433225631714 Loading and distributing data: 0.000119 seconds (129 allocations: 13.133 KiB) Iteration: 1951 || Clusters count: 8 || Log posterior: -3431.3326631271802 || Iter Time:0.0070989131927490234 || Total time:23.612532138824463 Iteration: 1952 || Clusters count: 8 || Log posterior: -3416.314411766742 || Iter Time:0.009835958480834961 || Total time:23.622368097305298 Loading and distributing data: 0.000117 seconds (129 allocations: 13.133 KiB) Iteration: 1953 || Clusters count: 8 || Log posterior: -3464.286612896291 || Iter Time:0.0072078704833984375 || Total time:23.629575967788696 Iteration: 1954 || Clusters count: 8 || Log posterior: -3428.9883731677323 || Iter Time:0.009769916534423828 || Total time:23.63934588432312 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 1955 || Clusters count: 8 || Log posterior: -3461.3786783706128 || Iter Time:0.007333040237426758 || Total time:23.646678924560547 Iteration: 1956 || Clusters count: 8 || Log posterior: -3419.7979630939853 || Iter Time:0.00972890853881836 || Total time:23.656407833099365 Loading and distributing data: 0.000110 seconds (129 allocations: 13.133 KiB) Iteration: 1957 || Clusters count: 8 || Log posterior: -3450.228483953271 || Iter Time:0.006841897964477539 || Total time:23.663249731063843 Iteration: 1958 || Clusters count: 8 || Log posterior: -3431.2793711673244 || Iter Time:0.00960993766784668 || Total time:23.67285966873169 Loading and distributing data: 0.000110 seconds (129 allocations: 13.133 KiB) Iteration: 1959 || Clusters count: 8 || Log posterior: -3517.897643802128 || Iter Time:0.007328033447265625 || Total time:23.680187702178955 Iteration: 1960 || Clusters count: 8 || Log posterior: -3462.7652844129175 || Iter Time:0.009737014770507812 || Total time:23.689924716949463 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1961 || Clusters count: 8 || Log posterior: -3473.3406309302336 || Iter Time:0.0073511600494384766 || Total time:23.6972758769989 Iteration: 1962 || Clusters count: 8 || Log posterior: -3421.233484521451 || Iter Time:0.010002851486206055 || Total time:23.707278728485107 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1963 || Clusters count: 8 || Log posterior: -3444.17565030275 || Iter Time:0.007080078125 || Total time:23.714358806610107 Iteration: 1964 || Clusters count: 8 || Log posterior: -3413.11228594559 || Iter Time:0.009628057479858398 || Total time:23.723986864089966 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1965 || Clusters count: 8 || Log posterior: -3515.5812429243606 || Iter Time:0.007420063018798828 || Total time:23.731406927108765 Iteration: 1966 || Clusters count: 8 || Log posterior: -3462.626779663996 || Iter Time:0.009926080703735352 || Total time:23.7413330078125 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1967 || Clusters count: 8 || Log posterior: -3462.545860235121 || Iter Time:0.007094144821166992 || Total time:23.748427152633667 Iteration: 1968 || Clusters count: 8 || Log posterior: -3423.5699926648413 || Iter Time:0.009847879409790039 || Total time:23.758275032043457 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1969 || Clusters count: 8 || Log posterior: -3518.256855854097 || Iter Time:0.007815122604370117 || Total time:23.766090154647827 Iteration: 1970 || Clusters count: 8 || Log posterior: -3442.4530917971174 || Iter Time:0.010956048965454102 || Total time:23.77704620361328 Loading and distributing data: 0.000142 seconds (129 allocations: 13.133 KiB) Iteration: 1971 || Clusters count: 8 || Log posterior: -3493.6559876646156 || Iter Time:0.008491992950439453 || Total time:23.78553819656372 Iteration: 1972 || Clusters count: 8 || Log posterior: -3441.066037867426 || Iter Time:0.009645938873291016 || Total time:23.79518413543701 Loading and distributing data: 0.000303 seconds (129 allocations: 13.133 KiB) Iteration: 1973 || Clusters count: 8 || Log posterior: -3521.9816165862094 || Iter Time:0.0068628787994384766 || Total time:23.80204701423645 Iteration: 1974 || Clusters count: 8 || Log posterior: -3482.2398385638057 || Iter Time:0.009447097778320312 || Total time:23.81149411201477 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 1975 || Clusters count: 8 || Log posterior: -3529.4431039706433 || Iter Time:0.007421970367431641 || Total time:23.818916082382202 Iteration: 1976 || Clusters count: 8 || Log posterior: -3495.8867557987796 || Iter Time:0.01007390022277832 || Total time:23.82898998260498 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1977 || Clusters count: 8 || Log posterior: -3478.3190633578133 || Iter Time:0.007548093795776367 || Total time:23.836538076400757 Iteration: 1978 || Clusters count: 8 || Log posterior: -3435.9621766985565 || Iter Time:0.009886980056762695 || Total time:23.84642505645752 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 1979 || Clusters count: 8 || Log posterior: -3455.8638248749203 || Iter Time:0.0071790218353271484 || Total time:23.853604078292847 Iteration: 1980 || Clusters count: 8 || Log posterior: -3410.2530190448383 || Iter Time:0.00993800163269043 || Total time:23.863542079925537 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 1981 || Clusters count: 8 || Log posterior: -3497.7248747707195 || Iter Time:0.0070648193359375 || Total time:23.870606899261475 Iteration: 1982 || Clusters count: 8 || Log posterior: -3461.617641878572 || Iter Time:0.009690999984741211 || Total time:23.880297899246216 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 1983 || Clusters count: 8 || Log posterior: -3533.9046710534044 || Iter Time:0.0075948238372802734 || Total time:23.887892723083496 Iteration: 1984 || Clusters count: 8 || Log posterior: -3485.270627114361 || Iter Time:0.010113954544067383 || Total time:23.898006677627563 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 1985 || Clusters count: 8 || Log posterior: -3487.9957199945866 || Iter Time:0.007121086120605469 || Total time:23.90512776374817 Iteration: 1986 || Clusters count: 8 || Log posterior: -3447.3600080601864 || Iter Time:0.009907007217407227 || Total time:23.915034770965576 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1987 || Clusters count: 8 || Log posterior: -3465.6079396508303 || Iter Time:0.007318019866943359 || Total time:23.92235279083252 Iteration: 1988 || Clusters count: 8 || Log posterior: -3401.393212530297 || Iter Time:0.009809017181396484 || Total time:23.932161808013916 Loading and distributing data: 0.000149 seconds (129 allocations: 13.133 KiB) Iteration: 1989 || Clusters count: 8 || Log posterior: -3473.290177458256 || Iter Time:0.007116079330444336 || Total time:23.93927788734436 Iteration: 1990 || Clusters count: 8 || Log posterior: -3431.5386098569456 || Iter Time:0.009723901748657227 || Total time:23.949001789093018 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1991 || Clusters count: 8 || Log posterior: -3496.9320954588875 || Iter Time:0.0071258544921875 || Total time:23.956127643585205 Iteration: 1992 || Clusters count: 8 || Log posterior: -3452.928722979997 || Iter Time:0.009935855865478516 || Total time:23.966063499450684 Loading and distributing data: 0.022008 seconds (129 allocations: 13.133 KiB, 95.52% gc time) Iteration: 1993 || Clusters count: 8 || Log posterior: -3510.0259480165287 || Iter Time:0.007191896438598633 || Total time:23.973255395889282 Iteration: 1994 || Clusters count: 8 || Log posterior: -3458.4198606129044 || Iter Time:0.009500980377197266 || Total time:23.98275637626648 Loading and distributing data: 0.000112 seconds (129 allocations: 13.133 KiB) Iteration: 1995 || Clusters count: 8 || Log posterior: -3494.176069969517 || Iter Time:0.007043123245239258 || Total time:23.98979949951172 Iteration: 1996 || Clusters count: 8 || Log posterior: -3461.8831147249325 || Iter Time:0.009658098220825195 || Total time:23.999457597732544 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1997 || Clusters count: 8 || Log posterior: -3483.344057204113 || Iter Time:0.007091999053955078 || Total time:24.0065495967865 Iteration: 1998 || Clusters count: 8 || Log posterior: -3432.640859834409 || Iter Time:0.010237932205200195 || Total time:24.0167875289917 Loading and distributing data: 0.000134 seconds (129 allocations: 13.133 KiB) Iteration: 1999 || Clusters count: 8 || Log posterior: -3462.6119343185715 || Iter Time:0.007894039154052734 || Total time:24.024681568145752 Iteration: 2000 || Clusters count: 8 || Log posterior: -3436.355975090876 || Iter Time:0.010585784912109375 || Total time:24.03526735305786 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 2001 || Clusters count: 8 || Log posterior: -3536.2474172006246 || Iter Time:0.007604837417602539 || Total time:24.042872190475464 Iteration: 2002 || Clusters count: 8 || Log posterior: -3478.5033363974767 || Iter Time:0.010098934173583984 || Total time:24.052971124649048 Loading and distributing data: 0.000137 seconds (129 allocations: 13.133 KiB) Iteration: 2003 || Clusters count: 8 || Log posterior: -3520.375761160161 || Iter Time:0.00786590576171875 || Total time:24.060837030410767 Iteration: 2004 || Clusters count: 8 || Log posterior: -3478.5332926444253 || Iter Time:0.009961128234863281 || Total time:24.07079815864563 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 2005 || Clusters count: 8 || Log posterior: -3515.3125744914996 || Iter Time:0.006886005401611328 || Total time:24.07768416404724 Iteration: 2006 || Clusters count: 8 || Log posterior: -3461.492991479414 || Iter Time:0.009896993637084961 || Total time:24.087581157684326 Loading and distributing data: 0.000162 seconds (129 allocations: 13.133 KiB) Iteration: 2007 || Clusters count: 8 || Log posterior: -3510.1868190090927 || Iter Time:0.00718998908996582 || Total time:24.094771146774292 Iteration: 2008 || Clusters count: 8 || Log posterior: -3460.526692482606 || Iter Time:0.00981593132019043 || Total time:24.104587078094482 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 2009 || Clusters count: 8 || Log posterior: -3474.744836740098 || Iter Time:0.007451057434082031 || Total time:24.112038135528564 Iteration: 2010 || Clusters count: 8 || Log posterior: -3450.3604345201456 || Iter Time:0.009752988815307617 || Total time:24.121791124343872 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 2011 || Clusters count: 8 || Log posterior: -3453.8752012103655 || Iter Time:0.0068759918212890625 || Total time:24.12866711616516 Iteration: 2012 || Clusters count: 8 || Log posterior: -3410.6620078501683 || Iter Time:0.009469032287597656 || Total time:24.13813614845276 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 2013 || Clusters count: 8 || Log posterior: -3476.8558354665633 || Iter Time:0.007080793380737305 || Total time:24.145216941833496 Iteration: 2014 || Clusters count: 8 || Log posterior: -3407.8202435309777 || Iter Time:0.009855985641479492 || Total time:24.155072927474976 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 2015 || Clusters count: 8 || Log posterior: -3473.3233604832376 || Iter Time:0.007721900939941406 || Total time:24.162794828414917 Iteration: 2016 || Clusters count: 8 || Log posterior: -3422.8103156157763 || Iter Time:0.009521007537841797 || Total time:24.17231583595276 Loading and distributing data: 0.000134 seconds (129 allocations: 13.133 KiB) Iteration: 2017 || Clusters count: 8 || Log posterior: -3527.8444403663484 || Iter Time:0.007279872894287109 || Total time:24.179595708847046 Iteration: 2018 || Clusters count: 8 || Log posterior: -3474.886078627195 || Iter Time:0.009619951248168945 || Total time:24.189215660095215 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 2019 || Clusters count: 8 || Log posterior: -3466.2449821245527 || Iter Time:0.007238864898681641 || Total time:24.196454524993896 Iteration: 2020 || Clusters count: 8 || Log posterior: -3428.6775282753183 || Iter Time:0.01036381721496582 || Total time:24.206818342208862 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 2021 || Clusters count: 8 || Log posterior: -3464.339918819458 || Iter Time:0.0069179534912109375 || Total time:24.213736295700073 Iteration: 2022 || Clusters count: 8 || Log posterior: -3407.63899074671 || Iter Time:0.009299039840698242 || Total time:24.22303533554077 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 2023 || Clusters count: 8 || Log posterior: -3458.39694815924 || Iter Time:0.007308006286621094 || Total time:24.230343341827393 Iteration: 2024 || Clusters count: 8 || Log posterior: -3417.445009820987 || Iter Time:0.009628057479858398 || Total time:24.23997139930725 Loading and distributing data: 0.000149 seconds (129 allocations: 13.133 KiB) Iteration: 2025 || Clusters count: 8 || Log posterior: -3492.5908288408455 || Iter Time:0.0073089599609375 || Total time:24.24728035926819 Iteration: 2026 || Clusters count: 8 || Log posterior: -3461.4707961557347 || Iter Time:0.009916067123413086 || Total time:24.2571964263916 Loading and distributing data: 0.000119 seconds (129 allocations: 13.133 KiB) Iteration: 2027 || Clusters count: 8 || Log posterior: -3474.0756555653406 || Iter Time:0.00701594352722168 || Total time:24.264212369918823 Iteration: 2028 || Clusters count: 8 || Log posterior: -3447.554771209371 || Iter Time:0.009888887405395508 || Total time:24.27410125732422 Avg NMI: 0.8300752118416653 Full NMI: 0.8208668974842112 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m11.9s Testing DPMMSubClustersStreaming tests passed Testing completed after 185.17s PkgEval succeeded after 340.15s